LEUKAEMIC STEM CELLS

Abstract

The present invention is directed to leukaemic stem cells, in particular methods for detecting leukaemic stem cells, use of said leukaemic stem cells in the diagnosis of myeloid leukaemia, methods of treatment, and associated kits and compositions.

Claims

1. A method for identifying a leukaemic stem cell (LSC) in a sample, said method comprising: a. detecting expression of one or more genes selected from: MME, IFITM1, CMTM6, CD55, SLC35F5, CNTNAP2, PIGO, SHH, AQP11, PCDHB9, RHOA, TMEM231, SAMD8, ABCA13, TAPT1, NFASC, LEPROT, MCOLN2, IL6ST, EMP3, CD83, LPAR6, PIEZO2, DERL1, IL1RAP, LPAR4, SERPINE2, PKN2, VAMP2, TMCO3, VAMP7, PTPRC, TFRC, ILDR1, PDIA3, AIMP1, GPR63, CCR7, ATG9B, SLC9B1, CD99, LRP1, UBR4, ATP6AP2, TEX10, CNGB1, SPN, PILRB, JAM2, PDGFA, CD46, NDUFB1, GYPE, SLC12A8, SLC2A14, RNF19B, SPCS1, SLC35F6, CD36, ITM2B, GLG1, SMIM24, TMEM50A, HSPA5, ITGAX, SLC24A2, SLC2A3, RAB11FIP3, IL18R1, CCDC47, FZD4, SHISA9, SORCS1, CLIC4, MS4A2, MLNR, TIGIT, CNGA1, SIRPB2, PRRG4, VSTM4, TMEM107, NETO2, CSF1R, ADRB2, TLR2, FUT4, MGST1, CSF3R, HLA-B, ITGA10, SLC26A8, SIRPB1, RAET1E, ST3GAL6, LAMP1, and LGALS1 in the sample; b. comparing the detected expression of said one or more genes to expression of said one or more genes in a reference standard; and c. identifying a an LSC in said sample based on said comparison.

2. A method for diagnosing myeloid leukaemia comprising detecting the presence or absence of a leukaemic stem cell (LSC) in a sample, said method comprising: a. detecting expression of one or more genes selected from: MME, IFITM1, CMTM6, CD55, SLC35F5, CNTNAP2, PIGO, SHH, AQP11, PCDHB9, RHOA, TMEM231, SAMD8, ABCA13, TAPT1, NFASC, LEPROT, MCOLN2, IL6ST, EMP3, CD83, LPAR6, PIEZO2, DERL1, IL1RAP, LPAR4, SERPINE2, PKN2, VAMP2, TMCO3, VAMP7, PTPRC, TFRC, ILDR1, PDIA3, AIMP1, GPR63, CCR7, ATG9B, SLC9B1, CD99, LRP1, UBR4, ATP6AP2, TEX10, CNGB1, SPN, PILRB, JAM2, PDGFA, CD46, NDUFB1, GYPE, SLC12A8, SLC2A14, RNF19B, SPCS1, SLC35F6, CD36, ITM2B, GLG1, SMIM24, TMEM50A, HSPA5, ITGAX, SLC24A2, SLC2A3, RAB11FIP3, IL18R1, CCDC47, FZD4, SHISA9, SORCS1, CLIC4, MS4A2, MLNR, TIGIT, CNGA1, SIRPB2, PRRG4, VSTM4, TMEM107, NETO2, CSF1R, ADRB2, TLR2, FUT4, MGST1, CSF3R, HLA-B, ITGA10, SLC26A8, SIRPB1, RAET1E, ST3GAL6, LAMP1, and LGALS1 in the sample; b. comparing the detected expression of said one or more genes to expression of said one or more genes in a reference standard; and c. identifying the presence or absence of an LSC in said sample based on said comparison; wherein myeloid leukaemia is diagnosed when said LSC is present in the sample; and wherein myeloid leukaemia is not diagnosed when said LSC is absent from the sample.

3. A method for identifying a myeloid precursor cell in a sample, said method comprising: a. detecting expression of one or more genes selected from: MME, IFITM1, CMTM6, CD55, SLC35F5, CNTNAP2, PIGO, SHH, AQP11, PCDHB9, RHOA, TMEM231, SAMD8, ABCA13, TAPT1, NFASC, LEPROT, MCOLN2, IL6ST, EMP3, CD83, LPAR6, PIEZO2, DERL1, IL1RAP, LPAR4, SERPINE2, PKN2, VAMP2, TMCO3, VAMP7, PTPRC, TFRC, ILDR1, PDIA3, AIMP1, GPR63, CCR7, ATG9B, SLC9B1, CD99, LRP1, UBR4, ATP6AP2, TEX10, CNGB1, SPN, PILRB, JAM2, PDGFA, CD46, NDUFB1, GYPE, SLC12A8, SLC2A14, RNF19B, SPCS1, SLC35F6, CD36, ITM2B, GLG1, SMIM24, TMEM50A, HSPA5, ITGAX, SLC24A2, SLC2A3, RAB11FIP3, IL18R1, CCDC47, FZD4, SHISA9, SORCS1, CLIC4, MS4A2, MLNR, TIGIT, CNGA1, SIRPB2, PRRG4, VSTM4, TMEM107, NETO2, CSF1R, ADRB2, TLR2, FUT4, MGST1, CSF3R, HLA-B, ITGA10, SLC26A8, SIRPB1, RAET1E, ST3GAL6, LAMP1, and LGALS1 in the sample; b. comparing the detected expression of said one or more genes to expression of said one or more genes in a reference standard; and c. identifying a myeloid precursor cell in said sample based on said comparison.

4. The method according to any one of the preceding claims, wherein the one or more genes are selected from: MME, IFITM1, CMTM6, CD55, SLC35F5, CNTNAP2, PIGO, SHH, AQP11, PCDHB9, RHOA, TMEM231, SAMD8, ABCA13, TAPT1, NFASC, LEPROT, MCOLN2, IL6ST, EMP3, CD83, LPAR6, PIEZO2, DERL1, IL1RAP, LPAR4, SERPINE2, PKN2, VAMP2, TMCO3, VAMP7, PTPRC, TFRC, ILDR1, PDIA3, AIMP1, GPR63, CCR7, ATG9B, SLC9B1, CD99, LRP1, UBR4, ATP6AP2, TEX10, CNGB1, SPN, PILRB, JAM2, PDGFA, CD46, NDUFB1, GYPE, SLC12A8, SLC2A14, RNF19B, SPCS1, SLC35F6, CD36, ITM2B, GLG1, SMIM24, TMEM50A, HSPA5, ITGAX, SLC24A2, SLC2A3, RAB11FIP3, IL18R1, CCDC47, FZD4, SHISA9, SORCS1, and CLIC4.

5. The method according to any one of the preceding claims, wherein increased expression of: IFITM1, CMTM6, CD55, SLC35F5, AQP11, PCDHB9, RHOA, SAMD8, TAPT1, LEPROT, IL6ST, EMP3, CD83, LPAR6, PIEZO2, IL1RAP, LPAR4, PKN2, TMCO3, VAMP7, PTPRC, TFRC, PDIA3, SLC9B1, CD99, TEX10, CNGB1, PDGFA, SLC12A8, SLC2A14, RNF19B, CD36, HSPA5, ITGAX, SLC2A3, IL18R1, CCDC47, SORCS1, CLIC4, DERL1, VAMP2, AIMP1, UBR4, ATP6AP2, CD46, SPCS1, ITM2B, TMEM50A, FZD4, and/or SHISA9 in said sample when compared to a LMPP or GMPP reference standard identifies the presence of a LSC in said sample or the presence of myeloid leukaemia (e.g. AML).

6. The method according to any one of the preceding claims, wherein decreased expression of: MME, CNTNAP2, PIGO, SHH, TMEM231, ABCA13, NFASC, MCOLN2, SERPINE2, ILDR1, GPR63, CCR7, ATG9B, LRP1, SPN, PILRB, JAM2, NDUFB1, GYPE, SLC35F6, GLG1, SMIM24, SLC24A2 and/or RAB11FIP3 in said sample when compared to a LMPP or GMPP reference standard identifies the presence of a LSC in said sample or the presence of myeloid leukaemia (e.g. AML).

7. The method according to any one of the preceding claims, wherein the LSC is a LMPP or GMPP LSC.

8. The method according to any one of the preceding claims, wherein increased expression of: i. MS4A2 in said sample when compared to the expression in a non-CMP reference standard identifies the presence of a CMP cell in said sample; ii. MLNR, TIGIT and/or CNGA1 in said sample when compared to the expression in a non-MPP reference standard identifies the presence of a MPP cell in said sample; iii. MME in said sample when compared to the expression in a non-LMPP reference standard identifies the presence of a LMPP cell in said sample; and iv. SIRPB2, PRRG4, VSTM4, TMEM107, NETO2, CSF1R, ADRB2, TLR2, FUT4, MGST1, CSF3R, HLA-B, ITGA10, SLC26A8, SIRPB1, RAET1E, ST3GAL6, LAMP1, LGALS1, and/or ILDR1 in said sample when compared to the expression in a non-GMP reference standard identifies the presence of a GMP cell in said sample.

9. The method according to any one of the preceding claims, wherein no difference in expression of: i. MS4A2 in said sample when compared to the expression in a CMP myeloid precursor cell reference standard identifies the presence of a CMP cell in said sample; ii. MLNR, TIGIT and/or CNGA1 in said sample when compared to the expression in a MPP myeloid precursor cell reference standard identifies the presence of a MPP cell in said sample; iii. MME in said sample when compared to the expression in a LMPP myeloid precursor cell reference standard identifies the presence of a LMPP cell in said sample; and iv. SIRPB2, PRRG4, VSTM4, TMEM107, NETO2, CSF1R, ADRB2, TLR2, FUT4, MGST1, CSF3R, HLA-B, ITGA10, SLC26A8, SIRPB1, RAET1E, ST3GAL6, LAMP1, LGALS1, and/or ILDR1 in said sample when compared to the expression in a GMP myeloid precursor cell reference standard identifies the presence of a GMP cell in said sample.

10. A method for diagnosing myeloid leukaemia, said method comprising: a. detecting the concentration of a cell in a sample, wherein the cell is identified or detected according to the method of any one of the preceding claims; b. comparing the concentration of the detected cell with the concentration of a cell with the same gene expression profile in a diagnostic reference standard; and c. identifying the presence or absence of a concentration difference; wherein said presence or absence of a concentration difference correlates with the presence or absence of myeloid leukaemia.

11. The method according to claim 10, wherein the diagnostic reference standard is a non-myeloid leukaemia reference standard.

12. The method according to claim 11, wherein: an increased concentration of a CMP cell in said sample when compared to the diagnostic reference standard indicates the presence of acute myeloid leukaemia, and wherein: no change in concentration (or a decreased concentration) of said CMP cell in said sample when compared to the diagnostic reference standard indicates the absence of acute myeloid leukaemia.

13. The method according to claim 11, wherein: a decreased concentration of a MPP cell in said sample when compared to the diagnostic reference standard indicates the presence of acute myeloid leukaemia, and wherein no change in concentration (or an increased concentration) of said MPP cell in said sample when compared to the diagnostic reference standard indicates the absence of acute myeloid leukaemia.

14. The method according to claim 11, wherein: an increased concentration of a LMPP cell in said sample when compared to the diagnostic reference standard indicates the presence of acute myeloid leukaemia; and wherein no change in concentration (or a decrease in concentration) of said LMPP cell in said sample when compared to the diagnostic reference standard indicates the absence of acute myeloid leukaemia.

15. The method according to claim 11, wherein: an increased concentration of a GMP cell in said sample when compared to the diagnostic reference standard indicates the presence of acute myeloid leukaemia, and wherein no change in concentration (or a decreased concentration) of said GMP cell in said sample when compared to the diagnostic reference standard indicates the absence of acute myeloid leukaemia.

16. The method according to claim 10, wherein the diagnostic reference standard is a chronic phase chronic myeloid leukaemia (CP-CML) or accelerated phase CML (AP-CML) reference standard.

17. The method according to claim 16, wherein: an increased concentration of a CMP cell in said sample when compared to the diagnostic reference standard indicates the presence of acute myeloid leukaemia (AML), and wherein a decreased concentration or no change in concentration of said CMP cell in said sample when compared to the diagnostic reference standard indicates the absence of AML.

18. The method according to claim 16, wherein: an increased concentration of a MPP cell in said sample when compared to the diagnostic reference standard indicates the presence of AML, and wherein a decreased concentration or no change in concentration of said MPP cell in said sample when compared to the diagnostic reference standard indicates the absence of AML.

19. The method according to claim 16, wherein: an increased concentration of a LMPP cell in said sample when compared to the diagnostic reference standard indicates the presence of acute myeloid leukaemia (AML), and wherein a decreased concentration or no change in concentration of said LMPP cell in said sample when compared to the diagnostic reference standard indicates the absence of AML.

20. The method according to claim 16, wherein: an increased concentration of a GMP cell in said sample when compared to the diagnostic reference standard indicates the presence of AML, and wherein a decreased concentration or no change in concentration of said GMP cell in said sample when compared to the diagnostic reference standard indicates the absence of AML.

21. The method according to claim 10, wherein the diagnostic reference standard is an AML reference standard.

22. The method according to claim 21, wherein: an increased concentration or no change in concentration of a CMP cell in said sample when compared to the diagnostic reference standard indicates the presence of acute myeloid leukaemia (AML), and wherein a decreased concentration of said CMP cell in said sample when compared to the diagnostic reference standard indicates the absence of AML.

23. The method according to claim 21, wherein: no change in concentration of a MPP cell in said sample when compared to the diagnostic reference standard indicates the presence of acute myeloid leukaemia (AML), and wherein an increased or decreased concentration of said MPP cell in said sample when compared to the diagnostic reference standard indicates the absence of AML.

24. The method according to claim 21, wherein: an increased concentration or no change in concentration of a LMPP cell in said sample when compared to the diagnostic reference standard indicates the presence of AML, and wherein a decreased concentration of said LMPP cell in said sample when compared to the diagnostic reference standard indicates the absence of AML.

25. The method according to claim 21, wherein: an increased concentration or no change in concentration of a GMP cell in said sample when compared to the diagnostic reference standard indicates the presence of AML, and wherein a decreased concentration of said GMP cell in said sample when compared to the diagnostic reference standard indicates the absence of AML.

26. The method according to any one of claims 10-25, wherein the AML is blast phase chronic myeloid leukaemia (BP-CML).

27. The method according to any one of claims 10-26 wherein the increase in concentration is an increase of at least 0.5%, 1%, 2%, 3% or 4%.

28. The method according to any one of claims 10-27 wherein the decrease in concentration is a decrease of at least 0.5%, 1%, 2%, 3% or 4%.

29. The method according to any one of claims 10-28 further comprising confirming that the cell in said sample is a leukaemic stem cell.

30. A method for diagnosing myeloid leukaemia, said method comprising: detecting the presence or absence of a leukaemic stem cell (LSC) in a sample; wherein the LSC comprises a cell surface polypeptide marker phenotype: a. CD34.sup.+; CD45RA.sup.−; CD123.sup.+; and CD38.sup.+; or b. CD34.sup.+, CD45RA.sup.−; CD90.sup.−; and CD38.sup.−; wherein (+) indicates the presence and (−) indicates the absence of said cell surface polypeptide markers; and wherein myeloid leukaemia is diagnosed when said LSC is present in the sample; and wherein myeloid leukaemia is not diagnosed when said LSC is absent from the sample.

31. A method for diagnosing myeloid leukaemia, said method comprising: a. detecting the concentration of a cell in a sample, wherein the cell comprises a cell surface polypeptide marker phenotype: i. CD34.sup.+; CD45RA.sup.−; CD123.sup.+; and CD38.sup.+; or ii. CD34.sup.+, CD45RA.sup.−; CD90.sup.−; and CD38.sup.−; wherein (+) indicates the presence and (−) indicates the absence of said cell surface polypeptide markers; b. comparing the concentration of the detected cell with the concentration of a cell with the same cell surface polypeptide marker phenotype in a diagnostic reference standard; and c. identifying the presence or absence of a concentration difference; wherein said presence or absence of a concentration difference correlates with the presence or absence of myeloid leukaemia.

32. The method according to claim 31, wherein the diagnostic reference standard is a non-myeloid leukaemia reference standard.

33. The method according to claim 32, wherein: an increased concentration of the cell comprising the cell surface polypeptide marker phenotype CD34.sup.+; CD45RA.sup.−; CD123.sup.+; and CD38.sup.+ in said sample when compared to the diagnostic reference standard indicates the presence of AML, and wherein: no change in concentration (or a decreased concentration) of said cell in said sample when compared to the diagnostic reference standard indicates the absence of AML.

34. The method according to claim 33, wherein: a decreased concentration of the cell comprising the cell surface polypeptide marker phenotype CD34.sup.+, CD45RA.sup.−; CD90.sup.−; and CD38.sup.− in said sample when compared to the diagnostic reference standard indicates the presence of AML, and wherein no change in concentration (or an increased concentration) of said cell in said sample when compared to the diagnostic reference standard indicates the absence of AML.

35. The method according to claim 31, wherein the diagnostic reference standard is a chronic phase chronic myeloid leukaemia (CP-CML) or accelerated phase CML (AP-CML) reference standard.

36. The method according to claim 35, wherein: an increased concentration of the cell comprising the cell surface polypeptide marker phenotype CD34.sup.+; CD45RA.sup.−; CD123.sup.+; and CD38.sup.+ in said sample when compared to the diagnostic reference standard indicates the presence of AML, and wherein a decreased concentration (or no change in concentration) of said cell in said sample when compared to the diagnostic reference standard indicates the absence of AML.

37. The method according to claim 35, wherein: an increased concentration of the cell comprising the cell surface polypeptide marker phenotype CD34.sup.+, CD45RA.sup.−; CD90.sup.−; and CD38.sup.− in said sample when compared to the diagnostic reference standard indicates the presence of AML, and wherein a decreased concentration (or no change in concentration) of said cell in said sample when compared to the diagnostic reference standard indicates the absence of AML.

38. The method according to claim 31, wherein the diagnostic reference standard is an AML reference standard.

39. The method according to claim 38, wherein: an increased concentration or no change in concentration of the cell comprising the cell surface polypeptide marker phenotype CD34.sup.+; CD45RA.sup.−; CD123.sup.+; and CD38.sup.+ in said sample when compared to the diagnostic reference standard indicates the presence of acute myeloid leukaemia (AML), and wherein a decreased concentration of said cell in said sample when compared to the diagnostic reference standard indicates the absence of AML.

40. The method according to claim 38, wherein: no change in concentration of the cell comprising the cell surface polypeptide marker phenotype CD34.sup.+, CD45RA.sup.−; CD90.sup.−; and CD38.sup.− in said sample when compared to the diagnostic reference standard indicates the presence of AML, and wherein an increased or decreased concentration of said cell in said sample when compared to the diagnostic reference standard indicates the absence of AML.

41. The method according to any one of claims 31-40, wherein the AML is blast phase chronic myeloid leukaemia (BP-CML).

42. The method according to any one of claims 31-41 wherein the increase in concentration is an increase of at least 0.5%, 1%, 2%, 3% or 4%.

43. The method according to any one of claims 31-42 wherein the decrease in concentration is a decrease of at least 0.5%, 1%, 2%, 3% or 4%.

44. The method according to any one of claims 31-43 further comprising confirming that the cell in said sample is a leukaemic stem cell.

45. A method for determining prognosis in myeloid leukaemia comprising detecting the presence or absence of a leukaemic stem cell (LSC) in a sample, said method comprising: a. detecting expression of one or more genes selected from: MME, IFITM1, CMTM6, CD55, SLC35F5, CNTNAP2, PIGO, SHH, AQP11, PCDHB9, RHOA, TMEM231, SAMD8, ABCA13, TAPT1, NFASC, LEPROT, MCOLN2, IL6ST, EMP3, CD83, LPAR6, PIEZO2, DERL1, IL1RAP, LPAR4, SERPINE2, PKN2, VAMP2, TMCO3, VAMP7, PTPRC, TFRC, ILDR1, PDIA3, AIMP1, GPR63, CCR7, ATG9B, SLC9B1, CD99, LRP1, UBR4, ATP6AP2, TEX10, CNGB1, SPN, PILRB, JAM2, PDGFA, CD46, NDUFB1, GYPE, SLC12A8, SLC2A14, RNF19B, SPCS1, SLC35F6, CD36, ITM2B, GLG1, SMIM24, TMEM50A, HSPA5, ITGAX, SLC24A2, SLC2A3, RAB11FIP3, IL18R1, CCDC47, FZD4, SHISA9, SORCS1, CLIC4, MS4A2, MLNR, TIGIT, CNGA1, SIRPB2, PRRG4, VSTM4, TMEM107, NETO2, CSF1R, ADRB2, TLR2, FUT4, MGST1, CSF3R, HLA-B, ITGA10, SLC26A8, SIRPB1, RAET1E, ST3GAL6, LAMP1, and LGALS1 in the sample; b. comparing the detected expression of said one or more genes to expression of said one or more genes in a reference standard; and c. identifying the presence or absence of an LSC in said sample based on said comparison; wherein a poor prognosis is determined when said LSC is present in the sample; and wherein a good prognosis is determined when said LSC is absent from the sample.

46. A method for determining prognosis in myeloid leukaemia, said method comprising: detecting the presence or absence of a leukaemic stem cell (LSC) in a sample; wherein the LSC comprises a cell surface polypeptide marker phenotype: a. CD34.sup.+; CD45RA.sup.−; CD123.sup.+; and CD38.sup.+; or b. CD34.sup.+, CD45RA.sup.−; CD90.sup.−; and CD38.sup.−; wherein (+) indicates the presence and (−) indicates the absence of said cell surface polypeptide markers; and wherein a poor prognosis is determined when said LSC is present in the sample; and wherein a good prognosis is determined when said LSC is absent from the sample.

47. Use of one or more genes selected from: MME, IFITM1, CMTM6, CD55, SLC35F5, CNTNAP2, PIGO, SHH, AQP11, PCDHB9, RHOA, TMEM231, SAMD8, ABCA13, TAPT1, NFASC, LEPROT, MCOLN2, IL6ST, EMP3, CD83, LPAR6, PIEZO2, DERL1, IL1RAP, LPAR4, SERPINE2, PKN2, VAMP2, TMCO3, VAMP7, PTPRC, TFRC, ILDR1, PDIA3, AIMP1, GPR63, CCR7, ATG9B, SLC9B1, CD99, LRP1, UBR4, ATP6AP2, TEX10, CNGB1, SPN, PILRB, JAM2, PDGFA, CD46, NDUFB1, GYPE, SLC12A8, SLC2A14, RNF19B, SPCS1, SLC35F6, CD36, ITM2B, GLG1, SMIM24, TMEM50A, HSPA5, ITGAX, SLC24A2, SLC2A3, RAB11FIP3, IL18R1, CCDC47, FZD4, SHISA9, SORCS1, CLIC4, MS4A2, MLNR, TIGIT, CNGA1, SIRPB2, PRRG4, VSTM4, TMEM107, NETO2, CSF1R, ADRB2, TLR2, FUT4, MGST1, CSF3R, HLA-B, ITGA10, SLC26A8, SIRPB1, RAET1E, ST3GAL6, LAMP1, and LGALS1 for diagnosing myeloid leukaemia, or for determining prognosis in myeloid leukaemia, or for detecting an LSC, in vitro.

48. Use of a leukaemic stem cell for diagnosing myeloid leukaemia, or for determining prognosis in myeloid leukaemia, in vitro, said leukaemic stem cell comprising a cell surface polypeptide marker phenotype: a. CD34.sup.+; CD45RA.sup.−; CD123.sup.+; and CD38.sup.+; or b. CD34.sup.+, CD45RA.sup.−; CD90.sup.−; and CD38.sup.−; wherein (+) indicates the presence and (−) indicates the absence of said cell surface polypeptide markers.

49. A method for identifying a therapeutic suitable for treating myeloid leukaemia, said method comprising: a. contacting a sample with a therapeutic candidate, wherein said sample comprises LSCs; b. incubating the sample and therapeutic candidate; c. detecting the presence or absence of the LSCs; and d. comparing the number of LSCs detected in c. with the number of LSCs detected in the isolated sample before step a.; wherein the therapeutic candidate is identified as a therapeutic suitable for treating myeloid leukaemia when the relative number of LSCs is decreased after contact with the therapeutic candidate; or wherein the therapeutic candidate is not identified as a therapeutic suitable for treating myeloid leukaemia when the relative number of LSCs is not decreased after contact with the therapeutic candidate; and wherein the LSCs are detected by a method comprising: i. detecting expression of one or more genes selected from: MME, IFITM1, CMTM6, CD55, SLC35F5, CNTNAP2, PIGO, SHH, AQP11, PCDHB9, RHOA, TMEM231, SAMD8, ABCA13, TAPT1, NFASC, LEPROT, MCOLN2, IL6ST, EMP3, CD83, LPAR6, PIEZO2, DERL1, IL1RAP, LPAR4, SERPINE2, PKN2, VAMP2, TMCO3, VAMP7, PTPRC, TFRC, ILDR1, PDIA3, AIMP1, GPR63, CCR7, ATG9B, SLC9B1, CD99, LRP1, UBR4, ATP6AP2, TEX10, CNGB1, SPN, PILRB, JAM2, PDGFA, CD46, NDUFB1, GYPE, SLC12A8, SLC2A14, RNF19B, SPCS1, SLC35F6, CD36, ITM2B, GLG1, SMIM24, TMEM50A, HSPA5, ITGAX, SLC24A2, SLC2A3, RAB11FIP3, IL18R1, CCDC47, FZD4, SHISA9, SORCS1, CLIC4, MS4A2, MLNR, TIGIT, CNGA1, SIRPB2, PRRG4, VSTM4, TMEM107, NETO2, CSF1R, ADRB2, TLR2, FUT4, MGST1, CSF3R, HLA-B, ITGA10, SLC26A8, SIRPB1, RAET1E, ST3GAL6, LAMP1, and LGALS1 in the sample; ii. comparing the detected expression of said one or more genes to expression of said one or more genes in a reference standard; and iii. identifying the presence or absence of an LSC in said sample based on said comparison.

50. A method for identifying a therapeutic suitable for treating myeloid leukaemia, said method comprising: a. contacting a sample with a therapeutic candidate, wherein said sample comprises LSCs comprising a cell surface polypeptide marker phenotype: i. CD34.sup.+; CD45RA.sup.−; CD123.sup.+; and CD38.sup.+; or ii. CD34.sup.+, CD45RA.sup.−; CD90.sup.−; and CD38.sup.−; wherein (+) indicates the presence and (−) indicates the absence of said cell surface polypeptide markers; b. incubating the sample and therapeutic candidate; c. detecting the presence or absence of the LSCs; and d. comparing the number of LSCs detected in c. with the number of LSCs detected in the isolated sample before step a.; wherein the therapeutic candidate is identified as a therapeutic suitable for treating myeloid leukaemia when the relative number of LSCs is decreased after contact with the therapeutic candidate; or wherein the therapeutic candidate is not identified as a therapeutic suitable for treating myeloid leukaemia when the relative number of LSCs is not decreased after contact with the therapeutic candidate.

51. A method for monitoring efficacy of a therapeutic in treating myeloid leukaemia, said method comprising: a. providing an isolated sample from a patient administered the therapeutic; b. detecting the presence or absence of LSCs in said sample; c. determining the relative number of said LSCs by comparing the number of LSCs detected in b. with the number of LSCs present in an isolated sample from the patient prior to administration of the therapeutic; d. confirming efficacy of the therapeutic by identifying a relative decrease in the number of LSCs after administration with the therapeutic; or confirming the absence of efficacy of the therapeutic by identifying no decrease or an increase in the number of LSCs after administration therapeutic; and wherein the LSCs are detected by a method comprising: i. detecting expression of one or more genes selected from: MME, IFITM1, CMTM6, CD55, SLC35F5, CNTNAP2, PIGO, SHH, AQP11, PCDHB9, RHOA, TMEM231, SAMD8, ABCA13, TAPT1, NFASC, LEPROT, MCOLN2, IL6ST, EMP3, CD83, LPAR6, PIEZO2, DERL1, IL1RAP, LPAR4, SERPINE2, PKN2, VAMP2, TMCO3, VAMP7, PTPRC, TFRC, ILDR1, PDIA3, AIMP1, GPR63, CCR7, ATG9B, SLC9B1, CD99, LRP1, UBR4, ATP6AP2, TEX10, CNGB1, SPN, PILRB, JAM2, PDGFA, CD46, NDUFB1, GYPE, SLC12A8, SLC2A14, RNF19B, SPCS1, SLC35F6, CD36, ITM2B, GLG1, SMIM24, TMEM50A, HSPA5, ITGAX, SLC24A2, SLC2A3, RAB11FIP3, IL18R1, CCDC47, FZD4, SHISA9, SORCS1, CLIC4, MS4A2, MLNR, TIGIT, CNGA1, SIRPB2, PRRG4, VSTM4, TMEM107, NETO2, CSF1R, ADRB2, TLR2, FUT4, MGST1, CSF3R, HLA-B, ITGA10, SLC26A8, SIRPB1, RAET1E, ST3GAL6, LAMP1, and LGALS1 in the sample; ii. comparing the detected expression of said one or more genes to expression of said one or more genes in a reference standard; and iii. identifying the presence or absence of an LSC in said sample based on said comparison.

52. A method for monitoring efficacy of a therapeutic in treating myeloid leukaemia, said method comprising: a. providing an isolated sample from a patient administered the therapeutic; b. detecting the presence or absence of LSCs in said sample, wherein said LSC comprises a cell surface polypeptide marker phenotype: i. CD34.sup.+; CD45RA.sup.−; CD123.sup.+; and CD38.sup.+; or ii. CD34.sup.+, CD45RA.sup.−; CD90.sup.−; and CD38.sup.−; wherein (+) indicates the presence and (−) indicates the absence of said cell surface polypeptide markers; c. determining the relative number of said LSCs by comparing the number of LSCs detected in b. with the number of LSCs present in an isolated sample from the patient prior to administration of the therapeutic; d. confirming efficacy of the therapeutic by identifying a relative decrease in the number of LSCs after administration with the therapeutic; or confirming the absence of efficacy of the therapeutic by identifying no decrease or an increase in the number of LSCs after administration with the therapeutic.

53. The method or use according to any one of the preceding claims further comprising contacting the cell (e.g. the LSC) with detecting means, wherein said detecting means facilitates detection of one or more of the cell surface polypeptide markers.

54. The method or use according to claim 53, wherein the detecting means comprises one or more antibodies.

55. The method or use according to any one of the preceding claims, wherein the myeloid leukaemia is acute myeloid leukaemia or chronic myeloid leukaemia.

56. An isolated LSC, wherein said LSC comprises a cell surface polypeptide marker phenotype: a. CD34.sup.+; CD45RA.sup.−; CD123.sup.+; and CD38.sup.+; or b. CD34.sup.+, CD45RA.sup.−; CD90.sup.−; and CD38.sup.−; wherein (+) indicates the presence and (−) indicates the absence of said cell surface polypeptide markers.

57. A composition comprising the isolated LSC according to claim 56.

58. The composition according to claim 57 further comprising detecting means, wherein said detecting means facilitates detection of one or more of the cell surface polypeptide markers.

59. The composition according to claim 58, wherein the detecting means comprises one or more antibodies.

60. A method of treating myeloid leukaemia comprising: a. obtaining the results of the method according to any one of the preceding claims; and b. treating myeloid leukaemia when said LSC is present.

61. The method of claim 60 further comprising: c. detecting whether the LSC is present after treatment; and d. re-administering said treatment when said LSC is present.

62. A method of treating myeloid leukaemia comprising: a. obtaining the results of the method of any one of the preceding claims; and b. treating myeloid leukaemia when myeloid leukaemia is diagnosed.

63. A method comprising detecting expression of one or more genes selected from: MME, IFITM1, CMTM6, CD55, SLC35F5, CNTNAP2, PIGO, SHH, AQP11, PCDHB9, RHOA, TMEM231, SAMD8, ABCA13, TAPT1, NFASC, LEPROT, MCOLN2, IL6ST, EMP3, CD83, LPAR6, PIEZO2, DERL1, IL1RAP, LPAR4, SERPINE2, PKN2, VAMP2, TMCO3, VAMP7, PTPRC, TFRC, ILDR1, PDIA3, AIMP1, GPR63, CCR7, ATG9B, SLC9B1, CD99, LRP1, UBR4, ATP6AP2, TEX10, CNGB1, SPN, PILRB, JAM2, PDGFA, CD46, NDUFB1, GYPE, SLC12A8, SLC2A14, RNF19B, SPCS1, SLC35F6, CD36, ITM2B, GLG1, SMIM24, TMEM50A, HSPA5, ITGAX, SLC24A2, SLC2A3, RAB11FIP3, IL18R1, CCDC47, FZD4, SHISA9, SORCS1, CLIC4, MS4A2, MLNR, TIGIT, CNGA1, SIRPB2, PRRG4, VSTM4, TMEM107, NETO2, CSF1R, ADRB2, TLR2, FUT4, MGST1, CSF3R, HLA-B, ITGA10, SLC26A8, SIRPB1, RAET1E, ST3GAL6, LAMP1, and LGALS1.

64. A method comprising detecting the presence or absence of a leukaemic stem cell (LSC) in a sample; wherein the LSC comprises a cell surface polypeptide marker phenotype: a. CD34.sup.+; CD45RA.sup.−; CD123.sup.+; and CD38.sup.+; or b. CD34.sup.+, CD45RA.sup.−; CD90.sup.−; and CD38.sup.−; wherein (+) indicates the presence and (−) indicates the absence of said cell surface polypeptide markers.

65. A kit comprising means for detecting expression of one or more genes selected from: MME, IFITM1, CMTM6, CD55, SLC35F5, CNTNAP2, PIGO, SHH, AQP11, PCDHB9, RHOA, TMEM231, SAMD8, ABCA13, TAPT1, NFASC, LEPROT, MCOLN2, IL6ST, EMP3, CD83, LPAR6, PIEZO2, DERL1, IL1RAP, LPAR4, SERPINE2, PKN2, VAMP2, TMCO3, VAMP7, PTPRC, TFRC, ILDR1, PDIA3, AIMP1, GPR63, CCR7, ATG9B, SLC9B1, CD99, LRP1, UBR4, ATP6AP2, TEX10, CNGB1, SPN, PILRB, JAM2, PDGFA, CD46, NDUFB1, GYPE, SLC12A8, SLC2A14, RNF19B, SPCS1, SLC35F6, CD36, ITM2B, GLG1, SMIM24, TMEM50A, HSPA5, ITGAX, SLC24A2, SLC2A3, RAB11FIP3, IL18R1, CCDC47, FZD4, SHISA9, SORCS1, CLIC4, MS4A2, MLNR, TIGIT, CNGA1, SIRPB2, PRRG4, VSTM4, TMEM107, NETO2, CSF1R, ADRB2, TLR2, FUT4, MGST1, CSF3R, HLA-B, ITGA10, SLC26A8, SIRPB1, RAET1E, ST3GAL6, LAMP1, and LGALS1.

66. The kit according to claim 65, wherein the means for detecting expression comprise one or more primers, probes and/or antibodies.

67. The kit according to claim 65 or 66 further comprising instructions for use.

Description

BRIEF DESCRIPTION OF THE DRAWINGS

[0242] Embodiments of the invention will now be described, by way of example only, with reference to the following Figures and Examples.

[0243] FIG. 1 shows expansion of LMPP- and GMP-like and MPP- and CMP-like populations in myeloid BP-CML. Representative FACS plots of CD34+ enriched (A) normal bone marrow; (B) CP-CML; (C) AP-CML; myeloid BP-CML with (D) MPP-like and CMP-like populations; or (E) LMPP-like and GMP-like populations. Numbers of samples studied is shown on the right. Markers studied are shown below plots. Numbers in gates are the mean of all samples within the group expressed as a % of Lin-CD34+ cells.

[0244] FIG. 2 shows dynamic changes in immunophenotypic compartments in the progression from CP to BP-CML. (A) Bar graphs of mean sizes of indicated populations (x-axis) as a percentage of bone marrow Lin-CD34+ population (y-axis). Error bar corresponds to standard error of the mean, *P<0.05: **P<0.01; **P<0.001. (B) Tabular representation of the data in (A).

[0245] FIG. 3 shows functional LSC activity in Myeloid BP-CML. (A) Purities of immunophenotypic populations (expressed as %), after FACS sorting, used in primary xenotransplantation from 5 patients (COL091, COL091R, CML371, CML002 and HER002). (B) Number of mice with human cell engraftment above engraftment threshold (defined as 0.1% human CD45+CD33+CD19− cells) out of the total number of mice injected. Myeloid engraftment or absence of engraftment is indicated. ND, non-detected. (C) Primary engraftment (4 patients—COL091, COL091R, CML371, and CML002—x-axis) in 1-6 mice from the indicated population. Black and white-centred dots show the engraftment level in individual mice. Y-axis: mean % human (h)CD45+CD33+CD19− cell engraftment/total live MNC. X-axis: injected cell fraction. Dashed horizontal line: engraftment threshold. (D) Number of human cells (Y-axis) injected in primary mice from indicated population from 4 patients, COL091, CML371, COL091R and CML002 (x-axis) in 1-6 mice. Black dots: engrafted mice. White-centred dots: mice that failed to engraft above the engraftment level of 0.1%.

[0246] FIG. 4 shows hierarchical relationships of normal HSPCs are not maintained in BPCML. (A) Percentage purities of population, after FACS sorting, injected for secondary transplant from 2 patients (COL091, CML002). (B) Secondary engraftment of cells from 2 patients (COL091 and CML002). X-axis: Bottom: patient sample populations injected into primary mice. Top: population from primary engrafted mouse injected into secondary recipient. Y-axis: mean % human (h)CD45+CD33+CD19− cell engraftment/total live MNC. Dashed horizontal line: engraftment threshold. Each dot represents one injected mouse: Black dots: engrafted mice. White-centred dots: mice that failed to engraft.

[0247] FIG. 5 shows clonal structures of stem/progenitor populations in Myeloid BP-CML. (A-C) Data from patients CML002, COL091 and COL091R. Clone identities denoted by circles or bars. i) Immunophenotypic HSPC populations in patient sample. Y-axis: Proportion of population as % of Lin-CD34+ cells. ii) Clonal composition of purified patient populations is based on FISH analysis. X-axis: HSPC population. Y-axis: Frequency of clones per population. iii) Clonal hierarchies inferred from FISH data (D) FISH images: ABL (red); BCR (green), BCR-ABL fusion (F), p53/17p13 (gold), MPO/17q22 (aqua). Atypical BCR-ABL is defined by 1 or 3 BCR-ABL fusions. 17p13 loss is defined by p53 loss. Isochrosome 17q is defined by 3 MPO signals. Numbers of signals detected is indicated for each sample.

[0248] FIG. 6 shows analysis of clonal structures in NSG mice after transplantation of stem/progenitor populations. Frequency and type of leukemic clones in individual engrafted mice. Injected populations indicated. Results from 1° (A, B, C) and 2° transplantation (A and B) are shown. NA: cells unavailable for FISH analysis.

[0249] FIG. 7 shows increased expression of MLNR, TIGIT, and CNGA1 for MPP cells compared to other HSCs and progenitor cells.

[0250] FIG. 8 shows increased expression of MME for LMPP cells compared to other HSCs and progenitor cells (except for MLP cells).

[0251] FIG. 9 shows increased expression of MS4A2 for CMP cells compared to other HSCs and progenitor cells.

[0252] FIG. 10 shows increased expression of SIRPB2, PRRG4, VSTM4, TMEM107, NETO2, CSF1R, ADRB2, TLR2, FUT4, MGST1, CSF3R, HLA-B, ITGA10, SLC26A8, SIRPB1, RAET1E, ST3GAL6, LAMP1, LGALS1, and ILDR1 for GMP cells compared to other HSCs and progenitor cells.

[0253] FIG. 11 shows expression of levels of GYPE, MME, CCR7, CNTNAP2, ABCA13, SHH, ILDR1, LRP1, TMEM231, NFASC, MCOLN2, SLC24A2, SMIM24, NDUFB1, RAB11FIP3, SPN, JAM2, PIGO, SERPINE2, PILRB, ATG9B, SLC35F6, GPR63, GLG1, SLC35F5, PCDHB9, DERL1, FZD4, PKN2, CD46, CD55, LEPROT, CD83, HSPA5, TMCO3, TFRC, PDIA3, SLC9B1, TEX10, AQP11, SHISA9, CD99, SORCS1, IL1RAP, ITM2B, VAMP2, CNGB1, UBR4, RHOA, EMP3, CMTM6, SAMD8, IL6ST, SLC2A14, TAPT1, SLC12A8, CCDC47, LPAR4, CLIC4, SLC2A3, VAMP7, PTPRC, ITGAX, PIEZO2, IL18R1, PDGFA, IFITM1, ATP6AP2, RNF19B, CD36, LPAR6, TMEM50A, AIMP1, and SPCS1 (from top to bottom) for LSC LMPPs and GMPs compared to non-LSC LMPPs and GMPs.

TABLE-US-00002 SEQUENCE LISTING Nucleotide/ SEQ ID NO. Polypeptide ID Sequence Type GenBank Accession Number SEQ ID NO. 1 MME Genomic DNA NC_000003.12 SEQ ID NO. 2 IFITM1 Genomic DNA NC_000011.10 SEQ ID NO. 3 CMTM6 Genomic DNA NC_000003.12 SEQ ID NO. 4 CD55 Genomic DNA NC_000001.11 SEQ ID NO. 5 SLC35F5 Genomic DNA NC_000002.12 SEQ ID NO. 6 CNTNAP2 Genomic DNA NC_000007.14 SEQ ID NO. 7 PIGO Genomic DNA NC_000009.12 SEQ ID NO. 8 SHH Genomic DNA NC_000007.14 SEQ ID NO. 9 AQP11 Genomic DNA NC_000011.10 SEQ ID NO. 10 PCDHB9 Genomic DNA NC_000005.10 SEQ ID NO. 11 RHOA Genomic DNA NC_000003.12 SEQ ID NO. 12 TMEM231 Genomic DNA NC_000016.10 SEQ ID NO. 13 SAMD8 Genomic DNA NC_000010.11 SEQ ID NO. 14 ABCA13 Genomic DNA NC_000007.14 SEQ ID NO. 15 TAPT1 Genomic DNA NC_000004.12 SEQ ID NO. 16 NFASC Genomic DNA NC_000001.11 SEQ ID NO. 17 LEPROT Genomic DNA NC_000001.11 SEQ ID NO. 18 MCOLN2 Genomic DNA NC_000001.11 SEQ ID NO. 19 IL6ST Genomic DNA NC_000005.10 SEQ ID NO. 20 EMP3 Genomic DNA NC_000019.10 SEQ ID NO. 21 CD83 Genomic DNA NC_000006.12 SEQ ID NO. 22 LPAR6 Genomic DNA NC_000013.11 SEQ ID NO. 23 PIEZO2 Genomic DNA NC_000018.10 SEQ ID NO. 24 DERL1 Genomic DNA NC_000008.11 SEQ ID NO. 25 IL1RAP Genomic DNA NC_000003.12 SEQ ID NO. 26 LPAR4 Genomic DNA NC_000023.11 SEQ ID NO. 27 SERPINE2 Genomic DNA NC_000002.12 SEQ ID NO. 28 PKN2 Genomic DNA NC_000001.11 SEQ ID NO. 29 VAMP2 Genomic DNA NC_000017.11 SEQ ID NO. 30 TMCO3 Genomic DNA NC_000013.11 SEQ ID NO. 31 VAMP7 Genomic DNA NC_000023.11 SEQ ID NO. 32 PTPRC Genomic DNA NC_000001.11 SEQ ID NO. 33 TRFC Genomic DNA NC_000003.12 SEQ ID NO. 34 ILDR1 Genomic DNA NC_000003.12 SEQ ID NO. 35 PDIA3 Genomic DNA NC_000015.10 SEQ ID NO. 36 AIMP1 Genomic DNA NC_000004.12 SEQ ID NO. 37 GPR63 Genomic DNA NC_000006.12 SEQ ID NO. 38 CCR7 Genomic DNA NC_000017.11 SEQ ID NO. 39 ATG9B Genomic DNA NC_000007.14 SEQ ID NO. 40 SLC9B1 Genomic DNA NC_000004.12 SEQ ID NO. 41 CD99 Genomic DNA NC_000023.11 SEQ ID NO. 42 LRP1 Genomic DNA NC_000012.12 SEQ ID NO. 43 UBR4 Genomic DNA NC_000001.11 SEQ ID NO. 44 ATP6AP2 Genomic DNA NC_000023.11 SEQ ID NO. 45 TEX10 Genomic DNA NC_000009.12 SEQ ID NO. 46 CNGB1 Genomic DNA NC_000016.10 SEQ ID NO. 47 SPN Genomic DNA NC_000016.10 SEQ ID NO. 48 PILRB Genomic DNA NC_000007.14 SEQ ID NO. 49 JAM2 Genomic DNA NC_000021.9 SEQ ID NO. 50 PDGFA Genomic DNA NC_000007.14 SEQ ID NO. 51 CD46 Genomic DNA NC_000001.11 SEQ ID NO. 52 NDUFB1 Genomic DNA NC_000014.9 SEQ ID NO. 53 GYPE Genomic DNA NC_000004.12 SEQ ID NO. 54 SLC12A8 Genomic DNA NC_000003.12 SEQ ID NO. 55 SLC2A14 Genomic DNA NC_000012.12 SEQ ID NO. 56 RNF19B Genomic DNA NC_000001.11 SEQ ID NO. 57 SPCS1 Genomic DNA NC_000003.12 SEQ ID NO. 58 SLC35F6 Genomic DNA NC_000002.12 SEQ ID NO. 59 CD36 Genomic DNA NC_000007.14 SEQ ID NO. 60 ITM2B Genomic DNA NC_000013.11 SEQ ID NO. 61 GLG1 Genomic DNA NC_000016.10 SEQ ID NO. 62 SMIM24 Genomic DNA NC_000019.10 SEQ ID NO. 63 TMEM50A Genomic DNA NC_000001.11 SEQ ID NO. 64 HSPA5 Genomic DNA NC_000009.12 SEQ ID NO. 65 ITGAX Genomic DNA NC_000016.10 SEQ ID NO. 66 SLC24A2 Genomic DNA NC_000009.12 SEQ ID NO. 67 SLC2A3 Genomic DNA NC_000012.12 SEQ ID NO. 68 RAB11FIP3 Genomic DNA NC_000016.10 SEQ ID NO. 69 IL18R1 Genomic DNA NC_000002.12 SEQ ID NO. 70 CCDC47 Genomic DNA NC_000017.11 SEQ ID NO. 71 FZD4 Genomic DNA NC_000011.10 SEQ ID NO. 72 SHISA9 Genomic DNA NC_000016.10 SEQ ID NO. 73 SORCS1 Genomic DNA NC_000010.11 SEQ ID NO. 74 CLIC4 Genomic DNA NC_000001.11 SEQ ID NO. 75 MS4A2 Genomic DNA NC_000011.10 SEQ ID NO. 76 MLNR Genomic DNA NC_000013.11 SEQ ID NO. 77 TIGIT Genomic DNA NC_000003.12 SEQ ID NO. 78 CNGA1 Genomic DNA NC_000004.12 SEQ ID NO. 79 SIRPB2 Genomic DNA NC_000020.11 SEQ ID NO. 80 PRRG4 Genomic DNA NC_000011.10 SEQ ID NO. 81 VSTM4 Genomic DNA NC_000010.11 SEQ ID NO. 82 TMEM107 Genomic DNA NC_000017.11 SEQ ID NO. 83 NETO2 Genomic DNA NC_000016.10 SEQ ID NO. 84 CSF1R Genomic DNA NC_000005.10 SEQ ID NO. 85 ADRB2 Genomic DNA NC_000005.10 SEQ ID NO. 86 TLR2 Genomic DNA NC_000004.12 SEQ ID NO. 87 FUT4 Genomic DNA NC_000011.10 SEQ ID NO. 88 MGST1 Genomic DNA NC_000012.12 SEQ ID NO. 89 CSF3R Genomic DNA NC_000001.11 SEQ ID NO. 90 HLA-B Genomic DNA NC_000006.12 SEQ ID NO. 91 ITGA10 Genomic DNA NC_000001.11 SEQ ID NO. 92 SLC26A8 Genomic DNA NC_000006.12 SEQ ID NO. 93 SIRPB1 Genomic DNA NC_000020.11 SEQ ID NO. 94 RAET1E Genomic DNA NC_000006.12 SEQ ID NO. 95 ST3GAL6 Genomic DNA NC_000003.12 SEQ ID NO. 96 LAMP1 Genomic DNA NC_000013.11 SEQ ID NO. 97 LGALS1 Genomic DNA NC_000022.11 SEQ ID NO. 98 MME cDNA Transcript NM_000902.3 Variant 1 SEQ ID NO. 99 MME cDNA Transcript NM_001354642.1 Variant 3 SEQ ID NO. 100 MME cDNA Transcript NM_001354643.1 Variant 4 SEQ ID NO. 101 MME cDNA Transcript NM_001354644.1 Variant 5 SEQ ID NO. 102 MME cDNA Transcript NM_007287.2 Variant 1bis SEQ ID NO. 103 MME cDNA Transcript NM_007288.3 Variant 2a SEQ ID NO. 104 MME cDNA Transcript NM_007289.3 Variant 2b SEQ ID NO. 105 MME Amino Acid NP_000893.2 Sequence SEQ ID NO. 106 MME Amino Acid NP_001341571.1 Sequence SEQ ID NO. 107 MME Amino Acid NP_001341572.1 Sequence SEQ ID NO. 108 MME Amino Acid NP_001341573.1 Sequence SEQ ID NO. 109 MME Amino Acid NP_009218.2 Sequence SEQ ID NO. 110 MME Amino Acid NP_009219.2 Sequence SEQ ID NO. 111 MME Amino Acid NP_009220.2 Sequence SEQ ID NO. 112 MME mRNA Transcript NM_007287.2 Variant 1bis SEQ ID NO. 113 MME mRNA Transcript NM_000902.3 Variant 1 SEQ ID NO. 114 MME mRNA Transcript XM_011512856.2 Variant X2 SEQ ID NO. 115 MME mRNA Transcript XM_011512857.2 Variant X4 SEQ ID NO. 116 MME mRNA Transcript XM_006713647.3 Variant X5 SEQ ID NO. 117 MME mRNA Transcript NM_007289.3 Variant 2b SEQ ID NO. 118 MME mRNA Transcript NM_007288.3 Variant 2a SEQ ID NO. 119 MME mRNA Transcript NM_001354643.1 Variant 4 SEQ ID NO. 120 MME mRNA Transcript NM_001354644.1 Variant 5 SEQ ID NO. 121 MME mRNA Transcript NM_001354642.1 Variant 3 SEQ ID NO. 122 IFITM1 mRNA NM_003641.3 SEQ ID NO. 123 CMTM6 mRNA NM_017801.2 SEQ ID NO. 124 CD55 mRNA Transcript NM_000574.4 Variant 1 SEQ ID NO. 125 CD55 mRNA Transcript NM_001114752.2 Variant 2 SEQ ID NO. 126 CD55 mRNA Transcript NM_001300902.1 Variant 5 SEQ ID NO. 127 CD55 mRNA Transcript NM_001300903.1 Variant 6 SEQ ID NO. 128 CD55 mRNA Transcript NM_001300904.1 Variant 7 SEQ ID NO. 129 CD55 non-coding RNA NR_125349.1 Transcript Variant 8 SEQ ID NO. 130 CD55 mRNA Transcript XM_017000467.1 Variant X1 SEQ ID NO. 131 SLC35F5 mRNA Transcript XM_017005027.1 Variant X2 SEQ ID NO. 132 SLC35F5 mRNA Transcript XM_011511922.2 Variant X3 SEQ ID NO. 133 SLC35F5 mRNA Transcript XM_011511923.2 Variant X4 SEQ ID NO. 134 SLC35F5 mRNA Transcript NM_001330314.1 Variant 3 SEQ ID NO. 135 SLC35F5 mRNA Transcript NM_025181.4 Variant 1 SEQ ID NO. 136 SLC35F5 mRNA Transcript NM_001330317.1 Variant 6 SEQ ID NO. 137 SLC35F5 mRNA Transcript NM_001330316.1 Variant 5 SEQ ID NO. 138 SLC35F5 mRNA Transcript NM_001330315.1 Variant 4 SEQ ID NO. 139 SLC35F5 non-coding RNA NR_104470.2 Transcript Variant 2 SEQ ID NO. 140 CNTNAP2 mRNA NM_014141.5 SEQ ID NO. 141 CNTNAP2 mRNA Transcript XM_017011950.1 Variant X1 SEQ ID NO. 142 PIGO mRNA Transcript NM_032634.3 Variant 1 SEQ ID NO. 143 PIGO mRNA Transcript NM_152850.3 Variant 2 SEQ ID NO. 144 PIGO mRNA Transcript NM_001201484.1 Variant 3 SEQ ID NO. 145 PIGO mRNA Transcript XM_005251619.3 Variant X1 SEQ ID NO. 146 PIGO mRNA Transcript XM_017015222.1 Variant X2 SEQ ID NO. 147 PIGO misc RNA Transcript XR_242515.2 Variant X3 SEQ ID NO. 148 PIGO misc RNA Transcript XR_001746390.1 Variant X4 SEQ ID NO. 149 PIGO mRNA Transcript XM_017015223.1 Variant X5 SEQ ID NO. 150 PIGO mRNA Transcript XM_017015224.1 Variant X6 SEQ ID NO. 151 PIGO misc RNA Transcript XR_001746391.1 Variant X7 SEQ ID NO. 152 SHH mRNA Transcript NM_000193.3 Variant 1 SEQ ID NO. 153 SHH mRNA Transcript NM_001310462.1 Variant 2 SEQ ID NO. 154 SHH non-coding RNA NR_132318.1 Transcript Variant 3 SEQ ID NO. 155 SHH non-coding RNA NR_132319.1 Transcript Variant 4 SEQ ID NO. 156 SHH mRNA Transcript XM_011516479.2 Variant X1 SEQ ID NO. 157 SHH mRNA Transcript XM_011516480.2 Variant X2 SEQ ID NO. 158 AQP11 mRNA NM_173039.2 SEQ ID NO. 159 AQP11 mRNA Transcript XM_005273917.4 Variant X1 SEQ ID NO. 160 PCDHB9 mRNA NM_019119.4 SEQ ID NO. 161 RHOA mRNA Transcript NM_001664.3 Variant 1 SEQ ID NO. 162 RHOA mRNA Transcript NM_001313941.1 Variant 2 SEQ ID NO. 163 RHOA mRNA Transcript NM_001313943.1 Variant 3 SEQ ID NO. 164 RHOA mRNA Transcript NM_001313944.1 Variant 4 SEQ ID NO. 165 RHOA mRNA Transcript NM_001313945.1 Variant 5 SEQ ID NO. 166 RHOA mRNA Transcript NM_001313946.1 Variant 6 SEQ ID NO. 167 RHOA mRNA Transcript NM_001313947.1 Variant 7 SEQ ID NO. 168 TMEM231 mRNA Transcript NM_001077416.2 Variant 1 SEQ ID NO. 169 TMEM231 non-coding RNA NR_074083.1 Transcript Variant 5 SEQ ID NO. 170 TMEM231 mRNA Transcript NM_001077418.2 Variant 2 SEQ ID NO. 171 SAMD8 mRNA Transcript NM_144660.2 Variant 2 SEQ ID NO. 172 SAMD8 mRNA Transcript NM_001174156.1 Variant 1 SEQ ID NO. 173 SAMD8 mRNA Transcript XM_011539311.1 Variant X1 SEQ ID NO. 174 SAMD8 mRNA Transcript XM_017015738.1 Variant X2 SEQ ID NO. 175 SAMD8 mRNA Transcript XM_005269541.4 Variant X3 SEQ ID NO. 176 SAMD8 mRNA Transcript XM_017015739.1 Variant X4 SEQ ID NO. 177 SAMD8 mRNA Transcript XM_011539312.2 Variant X5 SEQ ID NO. 178 SAMD8 misc RNA Transcript XR_001747026.1 Variant X6 SEQ ID NO. 179 ABCA13 mRNA NM_152701.4 SEQ ID NO. 180 ABCA13 mRNA Transcript XM_011515130.2 Variant X1 SEQ ID NO. 181 ABCA13 mRNA Transcript XM_011515131.2 Variant X2 SEQ ID NO. 182 ABCA13 mRNA Transcript XM_011515132.2 Variant X3 SEQ ID NO. 183 ABCA13 mRNA Transcript XM_011515133.2 Variant X4 SEQ ID NO. 184 ABCA13 misc RNA Transcript XR_926914.2 Variant X5 SEQ ID NO. 185 ABCA13 misc RNA Transcript XR_001744555.1 Variant X6 SEQ ID NO. 186 ABCA13 misc RNA Transcript XR_926915.2 Variant X7 SEQ ID NO. 187 ABCA13 mRNA Transcript XM_011515134.2 Variant X8 SEQ ID NO. 188 ABCA13 mRNA Transcript XM_011515136.2 Variant X9 SEQ ID NO. 189 ABCA13 misc RNA Transcript XR_926916.2 Variant X10 SEQ ID NO. 190 ABCA13 mRNA Transcript XM_011515137.2 Variant X11 SEQ ID NO. 191 ABCA13 misc RNA Transcript XR_926919.2 Variant X12 SEQ ID NO. 192 ABCA13 mRNA Transcript XM_011515138.2 Variant X13 SEQ ID NO. 193 ABCA13 mRNA Transcript XM_011515139.2 Variant X14 SEQ ID NO. 194 ABCA13 mRNA Transcript XM_017011767.1 Variant X15 SEQ ID NO. 195 ABCA13 mRNA Transcript XM_017011768.1 Variant X16 SEQ ID NO. 196 ABCA13 mRNA Transcript XM_011515141.2 Variant X17 SEQ ID NO. 197 ABCA13 mRNA Transcript XM_011515142.2 Variant X18 SEQ ID NO. 198 ABCA13 mRNA Transcript XM_011515143.2 Variant X19 SEQ ID NO. 199 ABCA13 mRNA Transcript XM_011515144.2 Variant X20 SEQ ID NO. 200 ABCA13 mRNA Transcript XM_011515145.2 Variant X21 SEQ ID NO. 201 ABCA13 mRNA Transcript XM_011515146.2 Variant X22 SEQ ID NO. 202 ABCA13 mRNA Transcript XM_011515147.2 Variant X23 SEQ ID NO. 203 ABCA13 mRNA Transcript XM_011515148.2 Variant X24 SEQ ID NO. 204 ABCA13 mRNA Transcript XM_011515149.2 Variant X25 SEQ ID NO. 205 ABCA13 mRNA Transcript XM_017011769.1 Variant X26 SEQ ID NO. 206 TAPT1 mRNA NM_153365.2 SEQ ID NO. 207 TAPT1 mRNA Transcript XM_011513812.2 Variant X1 SEQ ID NO. 208 TAPT1 mRNA Transcript XM_005248139.2 Variant X2 SEQ ID NO. 209 TAPT1 mRNA Transcript XM_005248140.3 Variant X3 SEQ ID NO. 210 TAPT1 mRNA Transcript XM_011513815.2 Variant X4 SEQ ID NO. 211 TAPT1 mRNA Transcript XM_017007876.1 Variant X5 SEQ ID NO. 212 TAPT1 misc RNA Transcript XR_241676.3 Variant X6 SEQ ID NO. 213 TAPT1 misc RNA Transcript XR_925318.2 Variant X7 SEQ ID NO. 214 TAPT1 mRNA Transcript XM_011513816.2 Variant X8 SEQ ID NO. 215 TAPT1 mRNA Transcript XM_011513817.2 Variant X9 SEQ ID NO. 216 NFASC mRNA Transcript NM_001005389.1 Variant 5 SEQ ID NO. 217 NFASC mRNA Transcript NM_015090.3 Variant 4 SEQ ID NO. 218 NFASC mRNA Transcript NM_001005388.2 Variant 1 SEQ ID NO. 219 NFASC mRNA Transcript NM_001160331.1 Variant 2 SEQ ID NO. 220 NFASC mRNA Transcript NM_001160332.1 Variant 3 SEQ ID NO. 221 NFASC mRNA Transcript NM_001160333.1 Variant 6 SEQ ID NO. 222 NFASC mRNA Transcript XM_011509311.1 Variant X1 SEQ ID NO. 223 NFASC mRNA Transcript XM_011509312.1 Variant X2 SEQ ID NO. 224 NFASC mRNA Transcript XM_011509313.1 Variant X3 SEQ ID NO. 225 NFASC mRNA Transcript XM_011509314.1 Variant X5 SEQ ID NO. 226 NFASC mRNA Transcript XM_011509315.1 Variant X6 SEQ ID NO. 227 NFASC mRNA Transcript XM_011509316.1 Variant X8 SEQ ID NO. 228 NFASC mRNA Transcript XM_011509317.1 Variant X9 SEQ ID NO. 229 NFASC mRNA Transcript XM_011509319.1 Variant X11 SEQ ID NO. 230 NFASC mRNA Transcript XM_011509321.1 Variant X13 SEQ ID NO. 231 NFASC mRNA Transcript XM_011509322.1 Variant X15 SEQ ID NO. 232 NFASC mRNA Transcript XM_011509323.1 Variant X16 SEQ ID NO. 233 NFASC mRNA Transcript XM_011509324.1 Variant X17 SEQ ID NO. 234 NFASC mRNA Transcript XM_011509325.1 Variant X18 SEQ ID NO. 235 NFASC mRNA Transcript XM_005244989.3 Variant X19 SEQ ID NO. 236 NFASC mRNA Transcript XM_005244991.3 Variant X21 SEQ ID NO. 237 NFASC mRNA Transcript XM_005244993.3 Variant X23 SEQ ID NO. 238 NFASC mRNA Transcript XM_011509326.1 Variant X28 SEQ ID NO. 239 NFASC mRNA Transcript XM_011509327.1 Variant X29 SEQ ID NO. 240 NFASC mRNA Transcript XM_005244997.3 Variant X33 SEQ ID NO. 241 NFASC mRNA Transcript XM_011509328.1 Variant X35 SEQ ID NO. 242 NFASC mRNA Transcript XM_017000733.1 Variant X4 SEQ ID NO. 243 NFASC mRNA Transcript XM_017000734.1 Variant X7 SEQ ID NO. 244 NFASC mRNA Transcript XM_011509318.2 Variant X10 SEQ ID NO. 245 NFASC mRNA Transcript XM_011509320.2 Variant X12 SEQ ID NO. 246 NFASC mRNA Transcript XM_017000735.1 Variant X14 SEQ ID NO. 247 NFASC mRNA Transcript XM_017000736.1 Variant X20 SEQ ID NO. 248 NFASC mRNA Transcript XM_005244992.4 Variant X22 SEQ ID NO. 249 NFASC mRNA Transcript XM_017000737.1 Variant X24 SEQ ID NO. 250 NFASC misc RNA Transcript XR_921759.2 Variant X25 SEQ ID NO. 251 NFASC mRNA Transcript XM_017000738.1 Variant X26 SEQ ID NO. 252 NFASC mRNA Transcript XM_017000739.1 Variant X27 SEQ ID NO. 253 NFASC mRNA Transcript XM_017000740.1 Variant X30 SEQ ID NO. 254 NFASC mRNA Transcript XM_017000741.1 Variant X31 SEQ ID NO. 255 NFASC mRNA Transcript XM_017000742.1 Variant X32 SEQ ID NO. 256 NFASC mRNA Transcript XM_017000743.1 Variant X34 SEQ ID NO. 257 LEPROT mRNA Transcript NM_001198681.1 Variant 2 SEQ ID NO. 258 LEPROT mRNA Transcript NM_017526.4 Variant 1 SEQ ID NO. 259 LEPROT mRNA Transcript NM_001198683.1 Variant 3 SEQ ID NO. 260 MCOLN2 mRNA Transcript NM_153259.3 Variant 1 SEQ ID NO. 261 MCOLN2 mRNA Transcript XM_011541187.2 Variant X2 SEQ ID NO. 262 MCOLN2 mRNA Transcript XM_011541188.2 Variant X3 SEQ ID NO. 263 MCOLN2 misc RNA Transcript XR_001737090.1 Variant X4 SEQ ID NO. 264 MCOLN2 mRNA Transcript XM_005270719.3 Variant X5 SEQ ID NO. 265 MCOLN2 misc RNA Transcript XR_001737091.1 Variant X6 SEQ ID NO. 266 MCOLN2 mRNA Transcript XM_017000923.1 Variant X7 SEQ ID NO. 267 MCOLN2 mRNA Transcript NM_001330647.1 Variant 2 SEQ ID NO. 268 IL6ST mRNA Transcript NM_002184.3 Variant 1 SEQ ID NO. 269 IL6ST mRNA Transcript NM_175767.2 Variant 2 SEQ ID NO. 270 IL6ST mRNA Transcript NM_001190981.1 Variant 3 SEQ ID NO. 271 IL6ST non-coding RNA NR_120480.1 Transcript Variant 4 SEQ ID NO. 272 IL6ST misc RNA Transcript XR_001742062.1 Variant X1 SEQ ID NO. 273 IL6ST mRNA Transcript XM_017009441.1 Variant X2 SEQ ID NO. 274 IL6ST mRNA Transcript XM_017009442.1 Variant X3 SEQ ID NO. 275 EMP3 mRNA Transcript NM_001425.2 Variant 1 SEQ ID NO. 276 EMP3 mRNA Transcript NM_001313905.1 Variant 2 SEQ ID NO. 277 EMP3 mRNA Transcript XM_011526605.2 Variant X1 SEQ ID NO. 278 CD83 mRNA Transcript NM_004233.3 Variant 1 SEQ ID NO. 279 CD83 mRNA Transcript NM_001040280.1 Variant 2 SEQ ID NO. 280 CD83 mRNA Transcript NM_001251901.1 Variant 3 SEQ ID NO. 281 LPAR6 mRNA Transcript NM_005767.5 Variant 1 SEQ ID NO. 282 LPAR6 mRNA Transcript NM_001162497.1 Variant 2 SEQ ID NO. 283 LPAR6 mRNA Transcript NM_001162498.1 Variant 3 SEQ ID NO. 284 PIEZO2 mRNA NM_022068.3 SEQ ID NO. 285 PIEZO2 mRNA Transcript XM_011525723.2 Variant X1 SEQ ID NO. 286 PIEZO2 mRNA Transcript XM_017025918.1 Variant X2 SEQ ID NO. 287 PIEZO2 mRNA Transcript XM_011525724.2 Variant X3 SEQ ID NO. 288 PIEZO2 mRNA Transcript XM_011525725.2 Variant X4 SEQ ID NO. 289 PIEZO2 mRNA Transcript XM_011525726.2 Variant X5 SEQ ID NO. 290 PIEZO2 misc RNA Transcript XR_001753259.1 Variant X6 SEQ ID NO. 291 DERL1 mRNA Transcript NM_024295.5 Variant 1 SEQ ID NO. 292 DERL1 mRNA Transcript NM_001134671.2 Variant 2 SEQ ID NO. 293 DERL1 mRNA Transcript XM_006716657.1 Variant X2 SEQ ID NO. 294 DERL1 mRNA Transcript NM_001330601.1 Variant 3 SEQ ID NO. 295 IL1RAP mRNA Transcript NM_002182.3 Variant 1 SEQ ID NO. 296 IL1RAP mRNA Transcript NM_134470.3 Variant 2 SEQ ID NO. 297 IL1RAP mRNA Transcript NM_001167928.1 Variant 3 SEQ ID NO. 298 IL1RAP mRNA Transcript NM_001167929.1 Variant 4 SEQ ID NO. 299 IL1RAP mRNA Transcript NM_001167930.1 Variant 5 SEQ ID NO. 300 IL1RAP mRNA Transcript NM_001167931.1 Variant 6 SEQ ID NO. 301 IL1RAP mRNA Transcript XM_017006347.1 Variant X1 SEQ ID NO. 302 IL1RAP mRNA Transcript XM_017006348.1 Variant X2 SEQ ID NO. 303 LPAR4 mRNA Transcript NM_005296.2 Variant 2 SEQ ID NO. 304 LPAR4 mRNA Transcript NM_001278000.1 Variant 1 SEQ ID NO. 305 LPAR4 mRNA Transcript XM_017029437.1 Variant X1 SEQ ID NO. 306 LPAR4 mRNA Transcript XM_005262126.3 Variant X2 SEQ ID NO. 307 LPAR4 mRNA Transcript XM_006724639.3 Variant X3 SEQ ID NO. 308 LPAR4 mRNA Transcript XM_017029438.1 Variant X4 SEQ ID NO. 309 SERPINE2 mRNA Transcript NM_006216.3 Variant 1 SEQ ID NO. 310 SERPINE2 mRNA Transcript NM_001136528.1 Variant 2 SEQ ID NO. 311 SERPINE2 mRNA Transcript NM_001136530.1 Variant 4 SEQ ID NO. 312 SERPINE2 non-coding RNA NR_073116.1 Transcript Variant 3 SEQ ID NO. 313 SERPINE2 mRNA Transcript XM_005246641.2 Variant X1 SEQ ID NO. 314 SERPINE2 mRNA Transcript XM_017004329.1 Variant X2 SEQ ID NO. 315 SERPINE2 mRNA Transcript XM_017004330.1 Variant X3 SEQ ID NO. 316 SERPINE2 mRNA Transcript XM_017004331.1 Variant X4 SEQ ID NO. 317 SERPINE2 mRNA Transcript XM_017004332.1 Variant X5 SEQ ID NO. 318 PKN2 mRNA Transcript NM_006256.3 Variant 1 SEQ ID NO. 319 PKN2 mRNA Transcript NM_001320709.1 Variant 4 SEQ ID NO. 320 PKN2 mRNA Transcript NM_001320707.1 Variant 2 SEQ ID NO. 321 PKN2 mRNA Transcript NM_001320708.1 Variant 3 SEQ ID NO. 322 PKN2 mRNA Transcript XM_017001782.1 Variant X1 SEQ ID NO. 323 PKN2 mRNA Transcript XM_017001783.1 Variant X2 SEQ ID NO. 324 PKN2 mRNA Transcript XM_011541772.2 Variant X3 SEQ ID NO. 325 VAMP2 mRNA Transcript NM_014232.2 Variant 1 SEQ ID NO. 326 VAMP2 mRNA Transcript NM_001330125.1 Variant 2 SEQ ID NO. 327 TMCO3 mRNA Transcript XM_006719969.1 Variant X2 SEQ ID NO. 328 TMCO3 mRNA Transcript XM_011537498.2 Variant X1 SEQ ID NO. 329 TMCO3 mRNA Transcript XM_017020630.1 Variant X4 SEQ ID NO. 330 TMCO3 mRNA Transcript XM_011537501.2 Variant X8 SEQ ID NO. 331 TMCO3 mRNA Transcript XM_011537502.2 Variant X9 SEQ ID NO. 332 TMCO3 misc RNA Transcript XR_001749587.1 Variant X10 SEQ ID NO. 333 TMCO3 mRNA Transcript XM_017020634.1 Variant X11 SEQ ID NO. 334 TMCO3 mRNA Transcript XM_011537504.2 Variant X15 SEQ ID NO. 335 TMCO3 mRNA Transcript XM_017020636.1 Variant X16 SEQ ID NO. 336 TMCO3 misc RNA Transcript XR_001749590.1 Variant X17 SEQ ID NO. 337 TMCO3 mRNA Transcript XM_011537506.2 Variant X18 SEQ ID NO. 338 TMCO3 mRNA Transcript XM_011537507.2 Variant X19 SEQ ID NO. 339 TMCO3 misc RNA Transcript XR_944279.2 Variant X20 SEQ ID NO. 340 TMCO3 misc RNA Transcript XR_001749591.1 Variant X21 SEQ ID NO. 341 TMCO3 mRNA Transcript XM_011537509.2 Variant X22 SEQ ID NO. 342 TMCO3 mRNA Transcript NM_001349745.1 Variant 6 SEQ ID NO. 343 TMCO3 mRNA Transcript NM_001349743.1 Variant 4 SEQ ID NO. 344 TMCO3 mRNA Transcript NM_001349741.1 Variant 2 SEQ ID NO. 345 TMCO3 mRNA Transcript NM_001349746.1 Variant 7 SEQ ID NO. 346 TMCO3 mRNA Transcript NM_001349744.1 Variant 5 SEQ ID NO. 347 TMCO3 mRNA Transcript NM_001349742.1 Variant 3 SEQ ID NO. 348 TMCO3 mRNA Transcript NM_017905.5 Variant 1 SEQ ID NO. 349 TMCO3 non-coding RNA NR_146221.1 Transcript Variant 8 SEQ ID NO. 350 TMCO3 non-coding RNA NR_146222.1 Transcript Variant 9 SEQ ID NO. 351 VAMP7 mRNA Transcript NM_001145149.2 Variant 2 SEQ ID NO. 352 VAMP7 mRNA Transcript NM_005638.5 Variant 1 SEQ ID NO. 353 VAMP7 mRNA Transcript NM_001185183.1 Variant 3 SEQ ID NO. 354 VAMP7 non-coding RNA NR_033714.1 Transcript Variant 4 SEQ ID NO. 355 VAMP7 non-coding RNA NR_033715.1 Transcript Variant 5 SEQ ID NO. 356 VAMP7 mRNA Transcript XM_011531188.1 Variant X1 SEQ ID NO. 357 V.AMP7 mRNA Transcript XM_011545653.1 Variant X1 SEQ ID NO. 358 V.AMP7 mRNA Transcript XM_017029760.1 Variant X2 SEQ ID NO. 359 V.AMP7 mRNA Transcript XM_017030063.1 Variant X2 SEQ ID NO. 360 PTPRC mRNA Transcript NM_001267798.1 Variant 5 SEQ ID NO. 361 PTPRC mRNA Transcript NM_002838.4 Variant 1 SEQ ID NO. 362 PTPRC mRNA Transcript NM_080921.3 Variant 2 SEQ ID NO. 363 PTPRC non-coding RNA NR_052021.1 Transcript Variant 4 SEQ ID NO. 364 PTPRC mRNA Transcript XM_006711472.3 Variant X1 SEQ ID NO. 365 PTPRC mRNA Transcript XM_006711473.3 Variant X2 SEQ ID NO. 366 PTPRC mRNA Transcript XM_006711474.3 Variant X3 SEQ ID NO. 367 TFRC mRNA Transcript NM_001128148.2 Variant 2 SEQ ID NO. 368 TFRC mRNA Transcript NM_003234.3 Variant 1 SEQ ID NO. 369 TFRC mRNA Transcript NM_001313965.1 Variant 3 SEQ ID NO. 370 TFRC mRNA Transcript NM_001313966.1 Variant 4 SEQ ID NO. 371 ILDR1 mRNA Transcript NM_175924.3 Variant 2 SEQ ID NO. 372 ILDR1 mRNA Transcript NM_001199799.1 Variant 1 SEQ ID NO. 373 ILDR1 mRNA Transcript NM_001199800.1 Variant 3 SEQ ID NO. 374 ILDR1 mRNA Transcript XM_011512738.2 Variant X1 SEQ ID NO. 375 ILDR1 mRNA Transcript XM_005247389.4 Variant X2 SEQ ID NO. 376 ILDR1 mRNA Transcript XM_011512739.2 Variant X3 SEQ ID NO. 377 ILDR1 cDNA Transcript NM_001199799.1 Variant 1 SEQ ID NO. 378 ILDR1 Amino Acid NP_001186728.1 Sequence Isoform 1 Precursor SEQ ID NO. 379 ILDR1 cDNA Transcript NM_001199800.1 Variant 3 SEQ ID NO. 380 ILDR1 Amino Acid NP_001186729.1 Sequence Isoform 3 Precursor SEQ ID NO. 381 ILDR1 cDNA Transcript NM_175924.3 Variant 2 SEQ ID NO. 382 ILDR1 Amino Acid NP_787120.1 Sequence Isoform 2 Precursor SEQ ID NO. 383 PDIA3 mRNA NM_005313.4 SEQ ID NO. 384 AIMP1 mRNA Transcript NM_004757.3 Variant 1 SEQ ID NO. 385 AIMP1 mRNA Transcript NM_001142415.1 Variant 2 SEQ ID NO. 386 AIMP1 mRNA Transcript NM_001142416.1 Variant 3 SEQ ID NO. 387 AIMP1 mRNA Transcript XM_017008835.1 Variant X1 SEQ ID NO. 388 AIMP1 mRNA Transcript XM_017008836.1 Variant X2 SEQ ID NO. 389 GPR63 mRNA Transcript NM_030784.3 Variant 2 SEQ ID NO. 390 GPR63 mRNA Transcript NM_001143957.2 Variant 1 SEQ ID NO. 391 GPR63 mRNA Transcript XM_011536153.2 Variant X1 SEQ ID NO. 392 GPR63 mRNA Transcript XM_017011334.1 Variant X2 SEQ ID NO. 393 GPR63 mRNA Transcript XM_011536154.2 Variant X3 SEQ ID NO. 394 GPR63 mRNA Transcript XM_011536155.2 Variant X4 SEQ ID NO. 395 GPR63 mRNA Transcript XM_011536157.2 Variant X5 SEQ ID NO. 396 GPR63 mRNA Transcript XM_011536159.2 Variant X6 SEQ ID NO. 397 GPR63 mRNA Transcript XM_006715570.3 Variant X7 SEQ ID NO. 398 CCR7 mRNA Transcript NM_001838.3 Variant 1 SEQ ID NO. 399 CCR7 mRNA Transcript NM_001301714.1 Variant 2 SEQ ID NO. 400 CCR7 mRNA Transcript NM_001301716.1 Variant 3 SEQ ID NO. 401 CCR7 mRNA Transcript NM_001301717.1 Variant 4 SEQ ID NO. 402 CCR7 mRNA Transcript NM_001301718.1 Variant 5 SEQ ID NO. 403 ATG9B non-coding RNA NR_073169.1 Transcript Variant 2 SEQ ID NO. 404 ATG9B mRNA Transcript XM_011516065.1 Variant X1 SEQ ID NO. 405 ATG9B mRNA Transcript NM_001317056.1 Variant 3 SEQ ID NO. 406 ATG9B non-coding RNA NR_133652.1 Transcript Variant 1 SEQ ID NO. 407 ATG9B mRNA Transcript XM_011516066.2 Variant X2 SEQ ID NO. 408 SLC9B1 mRNA Transcript NM_139173.3 Variant 1 SEQ ID NO. 409 SLC9B1 mRNA Transcript NM_001100874.2 Variant 2 SEQ ID NO. 410 SLC9B1 non-coding RNA NR_047513.1 Transcript Variant 3 SEQ ID NO. 411 SLC9B1 non-coding RNA NR_047515.1 Transcript Variant 4 SEQ ID NO. 412 SLC9B1 mRNA Transcript XM_011531622.1 Variant X2 SEQ ID NO. 413 SLC9B1 mRNA Transcript XM_011531623.1 Variant X3 SEQ ID NO. 414 SLC9B1 mRNA Transcript XM_006714093.3 Variant X1 SEQ ID NO. 415 CD99 mRNA Transcript NM_002414.4 Variant 1 SEQ ID NO. 416 CD99 mRNA Transcript NM_001122898.2 Variant 2 SEQ ID NO. 417 CD99 mRNA Transcript NM_001321367.1 Variant 4 SEQ ID NO. 418 CD99 mRNA Transcript NM_001321368.1 Variant 5 SEQ ID NO. 419 CD99 mRNA Transcript NM_001321369.1 Variant 6 SEQ ID NO. 420 CD99 mRNA Transcript NM_001321370.1 Variant 7 SEQ ID NO. 421 CD99 non-coding RNA NR_135623.1 Transcript Variant 3 SEQ ID NO. 422 LRP1 mRNA NM_002332.2 SEQ ID NO. 423 LRP1 mRNA Transcript XM_017019303.1 Variant X1 SEQ ID NO. 424 UBR4 mRNA NM_020765.2 SEQ ID NO. 425 UBR4 mRNA Transcript XM_011541108.2 Variant X1 SEQ ID NO. 426 UBR4 mRNA Transcript XM_011541109.2 Variant X2 SEQ ID NO. 427 UBR4 mRNA Transcript XM_011541110.2 Variant X3 SEQ ID NO. 428 UBR4 mRNA Transcript XM_011541111.2 Variant X4 SEQ ID NO. 429 UBR4 mRNA Transcript XM_011541112.2 Variant X5 SEQ ID NO. 430 UBR4 mRNA Transcript XM_011541113.2 Variant X6 SEQ ID NO. 431 UBR4 mRNA Transcript XM_011541114.2 Variant X7 SEQ ID NO. 432 UBR4 mRNA Transcript XM_017000822.1 Variant X8 SEQ ID NO. 433 UBR4 mRNA Transcript XM_011541115.2 Variant X9 SEQ ID NO. 434 UBR4 mRNA Transcript XM_011541116.2 Variant X10 SEQ ID NO. 435 UBR4 mRNA Transcript XM_017000823.1 Variant X11 SEQ ID NO. 436 UBR4 mRNA Transcript XM_011541117.2 Variant X12 SEQ ID NO. 437 UBR4 mRNA Transcript XM_011541118.2 Variant X13 SEQ ID NO. 438 UBR4 mRNA Transcript XM_017000824.1 Variant X14 SEQ ID NO. 439 UBR4 mRNA Transcript XM_017000825.1 Variant X15 SEQ ID NO. 440 UBR4 mRNA Transcript XM_017000826.1 Variant X16 SEQ ID NO. 441 UBR4 mRNA Transcript XM_011541119.2 Variant X17 SEQ ID NO. 442 UBR4 mRNA Transcript XM_011541120.2 Variant X18 SEQ ID NO. 443 UBR4 mRNA Transcript XM_017000827.1 Variant X19 SEQ ID NO. 444 UBR4 mRNA Transcript XM_011541121.2 Variant X20 SEQ ID NO. 445 UBR4 mRNA Transcript XM_017000828.1 Variant X21 SEQ ID NO. 446 UBR4 mRNA Transcript XM_017000829.1 Variant X22 SEQ ID NO. 447 UBR4 mRNA Transcript XM_017000830.1 Variant X23 SEQ ID NO. 448 ATP6AP2 mRNA NM_005765.2 SEQ ID NO. 449 TEX10 mRNA Transcript NM_017746.3 Variant 1 SEQ ID NO. 450 TEX10 mRNA Transcript NM_001161584.1 Variant 2 SEQ ID NO. 451 TEX10 mRNA Transcript XM_011518798.1 Variant X1 SEQ ID NO. 452 TEX10 misc RNA Transcript XR_929813.1 Variant X2 SEQ ID NO. 453 TEX10 misc RNA Transcript XR_001746327.1 Variant X3 SEQ ID NO. 454 TEX10 mRNA Transcript XM_017014848.1 Variant X4 SEQ ID NO. 455 CNGB1 mRNA Transcript NM_001297.4 Variant 1 SEQ ID NO. 456 CNGB1 mRNA Transcript NM_001135639.1 Variant 2 SEQ ID NO. 457 CNGB1 mRNA Transcript NM_001286130.1 Variant 3 SEQ ID NO. 458 CNGB1 mRNA Transcript XM_011522870.2 Variant X1 SEQ ID NO. 459 SPN mRNA Transcript NM_001030288.3 Variant 1 SEQ ID NO. 460 SPN mRNA Transcript NM_003123.5 Variant 2 SEQ ID NO. 461 PILRB mRNA NM_178238.3 SEQ ID NO. 462 JAM2 mRNA Transcript NM_021219.3 Variant 1 SEQ ID NO. 463 JAM2 mRNA Transcript NM_001270407.1 Variant 2 SEQ ID NO. 464 JAM2 mRNA Transcript NM_001270408.1 Variant 3 SEQ ID NO. 465 JAM2 non-coding RNA NR_072999.1 Transcript Variant 4 SEQ ID NO. 466 JAM2 misc RNA Transcript XR_937537.2 Variant X1 SEQ ID NO. 467 PDGFA mRNA Transcript NM_002607.5 Variant 1 SEQ ID NO. 468 PDGFA mRNA Transcript NM_033023.4 Variant 2 SEQ ID NO. 469 PDGFA mRNA Transcript XM_011515415.1 Variant X1 SEQ ID NO. 470 PDGFA mRNA Transcript XM_011515416.1 Variant X2 SEQ ID NO. 471 PDGFA mRNA Transcript XM_011515417.1 Variant X3 SEQ ID NO. 472 PDGFA mRNA Transcript XM_011515418.1 Variant X4 SEQ ID NO. 473 PDGFA mRNA Transcript XM_017012289.1 Variant X5 SEQ ID NO. 474 PDGFA mRNA Transcript XM_011515419.2 Variant X6 SEQ ID NO. 475 CD46 mRNA Transcript NM_002389.4 Variant a SEQ ID NO. 476 CD46 mRNA Transcript NM_172359.2 Variant b SEQ ID NO. 477 CD46 mRNA Transcript NM_172351.2 Variant c SEQ ID NO. 478 CD46 mRNA Transcript NM_153826.3 Variant d SEQ ID NO. 479 CD46 mRNA Transcript NM_172352.2 Variant e SEQ ID NO. 480 CD46 mRNA Transcript NM_172353.2 Variant f SEQ ID NO. 481 CD46 mRNA Transcript NM_172361.2 Variant l SEQ ID NO. 482 CD46 mRNA Transcript NM_172350.2 Variant n SEQ ID NO. 483 CD46 mRNA Transcript XM_011509563.1 Variant X1 SEQ ID NO. 484 CD46 mRNA Transcript XM_011509564.1 Variant X3 SEQ ID NO. 485 CD46 mRNA Transcript XM_017001308.1 Variant X2 SEQ ID NO. 486 CD46 mRNA Transcript XM_017001309.1 Variant X4 SEQ ID NO. 487 CD46 mRNA Transcript XM_017001310.1 Variant X5 SEQ ID NO. 488 CD46 misc RNA Transcript XR_001737177.1 Variant X6 SEQ ID NO. 489 CD46 misc RNA Transcript XR_001737178.1 Variant X7 SEQ ID NO. 490 NDUFB1 mRNA NM_004545.3 SEQ ID NO. 491 GYPE mRNA Transcript NM_198682.2 Variant 2 SEQ ID NO. 492 GYPE mRNA Transcript NM_002102.3 Variant 1 SEQ ID NO. 493 GYPE mRNA Transcript XM_017008139.1 Variant X1 SEQ ID NO. 494 GYPE mRNA Transcript XM_017008140.1 Variant X2 SEQ ID NO. 495 SLC12A8 mRNA Transcript NM_024628.5 Variant 1 SEQ ID NO. 496 SLC12A8 mRNA Transcript NM_001195483.1 Variant 2 SEQ ID NO. 497 SLC2A14 mRNA Transcript NM_001286234.1 Variant 3 SEQ ID NO. 498 SLC2A14 mRNA Transcript NM_001286233.1 Variant 1 SEQ ID NO. 499 SLC2A14 mRNA Transcript NM_001286236.1 Variant 5 SEQ ID NO. 500 SLC2A14 mRNA Transcript NM_001286235.1 Variant 4 SEQ ID NO. 501 SLC2A14 mRNA Transcript NM_153449.3 Variant 2 SEQ ID NO. 502 SLC2A14 mRNA Transcript NM_001286237.1 Variant 6 SEQ ID NO. 503 SLC2A14 mRNA Transcript XM_011520562.1 Variant X6 SEQ ID NO. 504 SLC2A14 mRNA Transcript XM_017018841.1 Variant X1 SEQ ID NO. 505 SLC2A14 mRNA Transcript XM_017018842.1 Variant X2 SEQ ID NO. 506 SLC2A14 mRNA Transcript XM_017018843.1 Variant X3 SEQ ID NO. 507 SLC2A14 mRNA Transcript XM_017018844.1 Variant X4 SEQ ID NO. 508 SLC2A14 mRNA Transcript XM_017018845.1 Variant X5 SEQ ID NO. 509 SLC2A14 mRNA Transcript XM_017018846.1 Variant X7 SEQ ID NO. 510 SLC2A14 mRNA Transcript XM_005253315.3 Variant X8 SEQ ID NO. 511 SLC2A14 mRNA Transcript XM_005253317.4 Variant X9 SEQ ID NO. 512 SLC2A14 mRNA Transcript XM_017018847.1 Variant X10 SEQ ID NO. 513 SLC2A14 mRNA Transcript XM_011520563.2 Variant X11 SEQ ID NO. 514 SLC2A14 mRNA Transcript XM_011520564.2 Variant X12 SEQ ID NO. 515 SLC2A14 mRNA Transcript XM_011520565.2 Variant X13 SEQ ID NO. 516 RNF19B mRNA Transcript NM_153341.3 Variant 1 SEQ ID NO. 517 RNF19B mRNA Transcript NM_001127361.2 Variant 2 SEQ ID NO. 518 RNF19B mRNA Transcript NM_001300826.1 Variant 3 SEQ ID NO. 519 RNF19B mRNA Transcript XM_006710356.2 Variant X1 SEQ ID NO. 520 RNF19B mRNA Transcript XM_006710357.3 Variant X2 SEQ ID NO. 521 RNF19B mRNA Transcript XM_006710358.3 Variant X3 SEQ ID NO. 522 SPCS1 mRNA NM_014041.3 SEQ ID NO. 523 SLC35F6 mRNA NM_017877.3 SEQ ID NO. 524 CD36 mRNA Transcript NM_001001548.2 Variant 1 SEQ ID NO. 525 CD36 mRNA Transcript NM_001001547.2 Variant 2 SEQ ID NO. 526 CD36 mRNA Transcript NM_000072.3 Variant 3 SEQ ID NO. 527 CD36 mRNA Transcript NM_001127443.1 Variant 4 SEQ ID NO. 528 CD36 mRNA Transcript NM_001127444.1 Variant 5 SEQ ID NO. 529 CD36 mRNA Transcript XM_005250713.1 Variant X2 SEQ ID NO. 530 CD36 mRNA Transcript XM_005250714.1 Variant X3 SEQ ID NO. 531 CD36 mRNA Transcript NM_001289908.1 Variant 6 SEQ ID NO. 532 CD36 mRNA Transcript NM_001289909.1 Variant 7 SEQ ID NO. 533 CD36 mRNA Transcript NM_001289911.1 Variant 8 SEQ ID NO. 534 CD36 non-coding RNA NR_110501.1 Transcript Variant 9 SEQ ID NO. 535 CD36 mRNA Transcript XM_005250715.4 Variant X1 SEQ ID NO. 536 ITM2B mRNA NM_021999.4 SEQ ID NO. 537 GLG1 mRNA Transcript NM_.012201.5 Variant 1 SEQ ID NO. 538 GLG1 mRNA Transcript NM_001145666.1 Variant 2 SEQ ID NO. 539 GLG1 mRNA Transcript NM_001145667.1 Variant 3 SEQ ID NO. 540 GLG1 non-coding RNA NR_027264.1 Transcript Variant 4 SEQ ID NO. 541 GLG1 non-coding RNA NR_027265.1 Transcript Variant 5 SEQ ID NO. 542 SMIM24 mRNA NM_001136503.1 SEQ ID NO. 543 TMEM50A mRNA NM_014313.3 SEQ ID NO. 544 TMEM50A mRNA Transcript XM_005245817.1 Variant X2 SEQ ID NO. 545 TMEM50A mRNA Transcript XM_011541159.1 Variant X1 SEQ ID NO. 546 HSPA5 mRNA NM_005347.4 SEQ ID NO. 547 ITGAX mRNA Transcript NM_001286375.1 Variant 1 SEQ ID NO. 548 ITGAX mRNA Transcript NM_000887.4 Variant 2 SEQ ID NO. 549 ITGAX mRNA Transcript XM_011545852.1 Variant X2 SEQ ID NO. 550 ITGAX mRNA Transcript XM_011545854.1 Variant X3 SEQ ID NO. 551 ITGAX misc RNA Transcript XR_950797.2 Variant X1 SEQ ID NO. 552 SLC24A2 mRNA Transcript NM_020344.3 Variant 1 SEQ ID NO. 553 SLC24A2 mRNA Transcript NM_001193288.2 Variant 2 SEQ ID NO. 554 SLC24A2 mRNA Transcript XM_005251426.4 Variant X1 SEQ ID NO. 555 SLC24A2 mRNA Transcript XM_005251425.2 Variant X2 SEQ ID NO. 556 SLC24A2 mRNA Transcript XM_017014592.1 Variant X3 SEQ ID NO. 557 SLC24A2 mRNA Transcript XM_006716750.3 Variant X4 SEQ ID NO. 558 SLC24A2 mRNA Transcript XM_017014593.1 Variant X5 SEQ ID NO. 559 SLC2A3 mRNA NM_006931.2 SEQ ID NO. 560 RAB11FIP3 mRNA Transcript NM_014700.3 Variant 1 SEQ ID NO. 561 RAB11FIP3 mRNA Transcript NM_001142272.1 Variant 2 SEQ ID NO. 562 RAB11FIP3 mRNA Transcript XM_005255714.1 Variant X3 SEQ ID NO. 563 RAB11FIP3 mRNA Transcript XM_005255713.3 Variant X1 SEQ ID NO. 564 RAB11FIP3 mRNA Transcript XM_017023907.1 Variant X2 SEQ ID NO. 565 RAB11FIP3 mRNA Transcript XM_005255715.4 Variant X4 SEQ ID NO. 566 RAB11FIP3 mRNA Transcript XM_011522764.2 Variant X5 SEQ ID NO. 567 RAB11FIP3 mRNA Transcript XM_005255717.3 Variant X6 SEQ ID NO. 568 RAB11FIP3 mRNA Transcript XM_011522765.2 Variant X7 SEQ ID NO. 569 RAB11FIP3 mRNA Transcript XM_005255718.3 Variant X8 SEQ ID NO. 570 RAB11FIP3 misc RNA Transcript XR_932981.2 Variant X9 SEQ ID NO. 571 IL18R1 mRNA Transcript NM_003855.3 Variant 1 SEQ ID NO. 572 IL18R1 mRNA Transcript NM_001282399.1 Variant 2 SEQ ID NO. 573 IL18R1 mRNA Transcript XM_005264039.3 Variant X1 SEQ ID NO. 574 IL18R1 mRNA Transcript XM_005264040.3 Variant X2 SEQ ID NO. 575 IL18R1 mRNA Transcript XM_011512099.1 Variant X3 SEQ ID NO. 576 IL18R1 mRNA Transcript XM_017005181.1 Variant X4 SEQ ID NO. 577 IL18R1 misc RNA Transcript XR_923054.2 Variant X5 SEQ ID NO. 578 IL18R1 mRNA Transcript XM_017005182.1 Variant X6 SEQ ID NO. 579 IL18R1 mRNA Transcript XM_017005183.1 Variant X7 SEQ ID NO. 580 IL18R1 mRNA Transcript XM_017005184.1 Variant X8 SEQ ID NO. 581 CCDC47 mRNA NM_020198.2 SEQ ID NO. 582 CCDC47 mRNA Transcript XM_005257527.2 Variant X1 SEQ ID NO. 583 FZD4 mRNA NM_012193.3 SEQ ID NO. 584 SHISA9 mRNA Transcript NM_001145205.1 Variant 2 SEQ ID NO. 585 SHISA9 mRNA Transcript NM_001145204.2 Variant 1 SEQ ID NO. 586 SHISA9 mRNA Transcript XM_005255539.3 Variant X1 SEQ ID NO. 587 SHISA9 mRNA Transcript XM_011522642.2 Variant X2 SEQ ID NO. 588 SHISA9 misc RNA Transcript XR_932915.2 Variant X3 SEQ ID NO. 589 SHISA9 misc RNA Transcript XR_001751975.1 Variant X4 SEQ ID NO. 590 SHISA9 misc RNA Transcript XR_001751976.1 Variant X5 SEQ ID NO. 591 SORCS1 mRNA Transcript NM_001206570.1 Variant 4 SEQ ID NO. 592 SORCS1 mRNA Transcript NM_001206571.1 Variant 5 SEQ ID NO. 593 SORCS1 mRNA Transcript NM_001206572.1 Variant 6 SEQ ID NO. 594 SORCS1 mRNA Transcript NM_001013031.2 Variant 2 SEQ ID NO. 595 SORCS1 mRNA Transcript NM_052918.4 Variant 1 SEQ ID NO. 596 SORCS1 mRNA Transcript NM_001206569.1 Variant 3 SEQ ID NO. 597 SORCS1 mRNA Transcript XM_017015614.1 Variant X1 SEQ ID NO. 598 SORCS1 mRNA Transcript XM_011539199.2 Variant X2 SEQ ID NO. 599 SORCS1 mRNA Transcript XM_017015615.1 Variant X3 SEQ ID NO. 600 SORCS1 mRNA Transcript XM_011539201.2 Variant X4 SEQ ID NO. 601 SORCS1 mRNA Transcript XM_017015616.1 Variant X5 SEQ ID NO. 602 SORCS1 mRNA Transcript XM_017015617.1 Variant X6 SEQ ID NO. 603 SORCS1 mRNA Transcript XM_017015618.1 Variant X7 SEQ ID NO. 604 CLIC4 mRNA NM_013943.2 SEQ ID NO. 605 MS4A2 cDNA Transcript NM_000139.4 Variant 1 SEQ ID NO. 606 MS4A2 Amino Acid NP_000130.1 Sequence Isoform 1 SEQ ID NO. 607 MS4A2 cDNA Transcript NM_001256916.1 Variant 3 SEQ ID NO. 608 MS4A2 Amino Acid NP_001243845.1 Sequence Isoform 3 SEQ ID NO. 609 MLNR cDNA NM_001507.1 SEQ ID NO. 610 MLNR Amino Acid NP_001498.1 Sequence SEQ ID NO. 611 TIGIT cDNA NM_173799.3 SEQ ID NO. 612 TIGIT Amino Acid NP_776160.2 Sequence SEQ ID NO. 613 CNGA1 cDNA Transcript NM_001142564.1 Variant 1 SEQ ID NO. 614 CNGA1 Amino Acid NP_001136036.1 Sequence Isoform 1 SEQ ID NO. 615 CNGA1 cDNA Transcript NM_000087.3 Variant 2 SEQ ID NO. 616 CNGA1 Amino Acid NP_000078.2 Sequence Isoform 2 SEQ ID NO. 617 SIRPB2 cDNA Transcript NM_001122962.1 Variant 1 SEQ ID NO. 618 SIRPB2 Amino Acid NP_001116434.1 Sequence Isoform 1 Precursor SEQ ID NO. 619 SIRPB2 cDNA Transcript NM_001134836.1 Variant 2 SEQ ID NO. 620 SIRPB2 Amino Acid NP_001128308.1 Sequence Isoform 2 Precursor SEQ ID NO. 621 PRRG4 cDNA NM_024081.5 SEQ ID NO. 622 PRRG4 Amino Acid NP_076986.1 Sequence SEQ ID NO. 623 VSTM4 cDNA Transcript NM_001031746.4 Variant 1 SEQ ID NO. 624 VSTM4 Amino Acid NP_001026916.2 Sequence Isoform 1 Precursor SEQ ID NO. 625 VSTM4 cDNA Transcript NM_144984.3 Variant 2 SEQ ID NO. 626 VSTM4 Amino Acid NP_659421.1 Sequence Isoform 2 Precursor SEQ ID NO. 627 TMEM107 cDNA Transcript NM_032354.4 Variant 1 SEQ ID NO. 628 TMEM107 Amino Acid NP_115730.2 Sequence Isoform 1 SEQ ID NO. 629 TMEM107 cDNA Transcript NM_183065.3 Variant 2 SEQ ID NO. 630 TMEM107 Amino Acid NP_898888.1 Sequence isoform 2 SEQ ID NO. 631 TMEM107 cDNA Transcript NM_001351278.1 Variant 3 SEQ ID NO. 632 TMEM107 Amino Acid NP_001338207.1 Sequence isoform 3 SEQ ID NO. 633 TMEM107 cDNA Transcript NM_001351279.1 Variant 4 SEQ ID NO. 634 TMEM107 Amino Acid NP_001338208.1 Sequence Isoform 4 SEQ ID NO. 635 TMEM107 cDNA Transcript NM_001351280.1 Variant 5 SEQ ID NO. 636 TMEM107 Amino Acid NP_001338209.1 Sequence isoform 5 SEQ ID NO. 637 NETO2 cDNA Transcript NM_018092.4 Variant 1 SEQ ID NO. 638 NETO2 Amino Acid NP_060562.3 Sequence isoform 1 Precursor SEQ ID NO. 639 NETO2 cDNA Transcript NM_001201477.1 Variant 2 SEQ ID NO. 640 NETO2 Amino Acid NP_001188406.1 Sequence Isoform 2 Precursor SEQ ID NO. 641 CSF1R cDNA Transcript NM_005211.3 Variant 1 SEQ ID NO. 642 CSF1R Amino Acid NP_005202.2 Sequence Precursor SEQ ID NO. 643 CSF1R cDNA Transcript NM_001288705.2 Variant 2 SEQ ID NO. 644 CSF1R Amino Acid NP_001275634.1 Sequence Precursor SEQ ID NO. 645 CSF1R cDNA Transcript NM_001349736.1 Variant 4 SEQ ID NO. 646 CSF1R Amino Acid NP_001336665.1 Sequence Precursor SEQ ID NO. 647 ADRB2 cDNA NM_000024.5 SEQ ID NO. 648 ADRB2 Amino Acid NP_000015.1 Sequence SEQ ID NO. 649 TLR2 cDNA Transcript NM_001318787.1 Variant 1 SEQ ID NO. 650 TLR2 Amino Acid NP_001305716.1 Sequence Precursor SEQ ID NO. 651 TLR2 cDNA Transcript NM_001318789.1 Variant 2 SEQ ID NO. 652 TLR2 Amino Acid NP_001305718.1 Sequence Precursor SEQ ID NO. 653 TLR2 cDNA Transcript NM_003264.4 Variant 3 SEQ ID NO. 654 TLR2 Amino Acid NP_003255.2 Sequence Precursor SEQ ID NO. 655 TLR2 cDNA Transcript NM_001318790.1 Variant 4 SEQ ID NO. 656 TLR2 Amino Acid NP_001305719.1 Sequence Precursor SEQ ID NO. 657 TLR2 cDNA Transcript NM_001318791.1 Variant 5 SEQ ID NO. 658 TLR2 Amino Acid NP_001305720.1 Sequence Precursor SEQ ID NO. 659 TLR2 cDNA Transcript NM_001318793.1 Variant 6 SEQ ID NO. 660 TLR2 Amino Acid NP_001305722.1 Sequence Precursor SEQ ID NO. 661 TLR2 cDNA Transcript NM_001318795.1 Variant 7 SEQ ID NO. 662 TLR2 Amino Acid NP_001305724.1 Sequence Precursor SEQ ID NO. 663 TLR2 cDNA Transcript NM_001318796.1 Variant 8 SEQ ID NO. 664 TLR2 Amino Acid NP_001305725.1 Sequence Precursor SEQ ID NO. 665 FUT4 cDNA NM_002033.3 SEQ ID NO. 666 FUT4 Amino Acid NP_002024.1 Sequence SEQ ID NO. 667 MGST1 cDNA Transcript NM_145792.2 Variant 1 SEQ ID NO. 668 MGST1 Amino Acid NP_665735.1 Sequence isoform a SEQ ID NO. 669 MGST1 cDNA Transcript NM_020300.4 Variant 2 SEQ ID NO. 670 MGST1 Amino Acid NP_064696.1 Sequence Isoform a SEQ ID NO. 671 MGST1 cDNA Transcript NM_145791.2 Variant 3 SEQ ID NO. 672 MGST1 Amino Acid NP_665734.1 Sequence Isoform a SEQ ID NO. 673 MGST1 cDNA Transcript NM_145764.2 Variant 4 SEQ ID NO. 674 MGST1 Amino Acid NP_665707.1 Sequence Isoform a SEQ ID NO. 675 MGST1 cDNA Transcript NM_001260511.1 Variant 5 SEQ ID NO. 676 MGST1 Amino Acid NP_001247440.1 Sequence Isoform a SEQ ID NO. 677 MGST1 cDNA Transcript NM_001260512.1 Variant 6 SEQ ID NO. 678 MGST1 Amino Acid NP_001247441.1 Sequence Isoform b SEQ ID NO. 679 MGST1 cDNA Transcript NM_001267598.1 Variant 8 SEQ ID NO. 680 MGST1 Amino Acid NP_001254527.1 Sequence Isoform c SEQ ID NO. 681 CSF3R cDNA Transcript XM_005270493.1 Variant X4 SEQ ID NO. 682 CSF3R Amino Acid XP_005270550.1 Sequence Isoform X3 SEQ ID NO. 683 CSF3R cDNA Transcript XM_011540749.1 Variant X3 SEQ ID NO. 684 CSF3R Amino Acid XP_011539051.1 Sequence Isoform X2 SEQ ID NO. 685 CSF3R cDNA Transcript XM_017000370.1 Variant X1 SEQ ID NO. 686 CSF3R Amino Acid XP_016855859.1 Sequence Isoform X1 SEQ ID NO. 687 CSF3R cDNA Transcript XM_011540748.2 Variant X2 SEQ ID NO. 688 CSF3R Amino Acid XP_011539050.1 Sequence Isoform X1 SEQ ID NO. 689 CSF3R cDNA Transcript XM_011540750.1 Variant X5 SEQ ID NO. 690 CSF3R Amino Acid XP_011539052.1 Sequence Isoform X4 SEQ ID NO. 691 HLA-B cDNA NM_005514.7 SEQ ID NO. 692 HLA-B Amino Acid NP_005505.2 Sequence Precursor SEQ ID NO. 693 ITGA10 cDNA Transcript NM_003637.4 Variant 1 SEQ ID NO. 694 ITGA10 Amino Acid NP_003628.2 Sequence Isoform 1 Precursor SEQ ID NO. 695 ITGA10 cDNA Transcript NM_001303040.1 Variant 2 SEQ ID NO. 696 ITGA10 Amino Acid NP_001289969.1 Sequence Isoform 2 SEQ ID NO. 697 ITGA10 cDNA Transcript NM_001303041.1 Variant 3 SEQ ID NO. 698 ITGA10 Amino Acid NP_001289970.1 Sequence Isoform 3 Precursor SEQ ID NO. 699 SLC26A8 cDNA Transcript NM_052961.3 Variant 1 SEQ ID NO. 700 SLC26A8 Amino Acid NP_443193.1 Sequence Isoform a SEQ ID NO. 701 SLC26A8 cDNA Transcript NM_138718.2 Variant 2 SEQ ID NO. 702 SLC26A8 Amino Acid NP_619732.2 Sequence Isoform b SEQ ID NO. 703 SLC26A8 cDNA Transcript NM_001193476.1 Variant 3 SEQ ID NO. 704 SLC26A8 Amino Acid NP_001180405.1 Sequence Isoform a SEQ ID NO. 705 SIRPB1 cDNA Transcript NM_001083910.3 Variant 2 SEQ ID NO. 706 SIRPB1 Amino Acid NP_001077379.1 Sequence isoform 2 Precursor SEQ ID NO. 707 SIRPB1 cDNA Transcript NM_001135844.3 Variant 3 SEQ ID NO. 708 SIRPB1 Amino Acid NP_001129316.1 Sequence Isoform 3 Precursor SEQ ID NO. 709 SIRPB1 cDNA Transcript NM_001329157.1 Variant 4 SEQ ID NO. 710 SIRPB1 Amino Acid NP_001316086.1 Sequence Isoform 3 Precursor SEQ ID NO. 711 SIRPB1 cDNA Transcript NM_001330639.1 Variant 5 SEQ ID NO. 712 SIRPB1 Amino Acid NP_001317568.1 Sequence Isoform 4 Precursor SEQ ID NO. 713 SIRPB1 cDNA Transcript NM_006065.4 Variant 1 SEQ ID NO. 714 SIRPB1 Amino Acid NP_006056.2 Sequence isoform 1 Precursor SEQ ID NO. 715 RAET1E cDNA Transcript NM_139165.2 Variant 1 SEQ ID NO. 716 RAET1E Amino Acid NP_631904.1 Sequence Isoform 1 Precursor SEQ ID NO. 717 RAET1E cDNA Transcript NM_001243325.1 Variant 2 SEQ ID NO. 718 RAET1E Amino Acid NP_001230254.1 Sequence Isoform 2 Precursor SEQ ID NO. 719 RAET1E cDNA Transcript NM_001243327.1 Variant 3 SEQ ID NO. 720 RAET1E Amino Acid NP_001230256.1 Sequence Isoform 3 Precursor SEQ ID NO. 721 RAET1E cDNA Transcript NM_001243328.1 Variant 4 SEQ ID NO. 722 RAET1E Amino Acid NP_001230257.1 Sequence Isoform 4 Precursor SEQ ID NO. 723 ST3GAL6 cDNA Transcript NM_001271142.1 Variant 2 SEQ ID NO. 724 ST3GAL6 Amino Acid NP_001258071.1 Sequence Isoform 2 SEQ ID NO. 725 ST3GAL6 cDNA Transcript NM_001271145.1 Variant 3 SEQ ID NO. 726 ST3GAL6 Amino Acid NP_001258074.1 Sequence Isoform 3 SEQ ID NO. 727 ST3GAL6 cDNA Transcript NM_001271146.1 Variant 4 SEQ ID NO. 728 ST3GAL6 Amino Acid NP_001258075.1 Sequence Isoform 1 SEQ ID NO. 729 ST3GAL6 cDNA Transcript NM_001271147.1 Variant 5 SEQ ID NO. 730 ST3GAL6 Amino Acid NP_001258076.1 Sequence Isoform 4 SEQ ID NO. 731 ST3GAL6 cDNA Transcript NM_001271148.1 Variant 6 SEQ ID NO. 732 ST3GAL6 Amino Acid NP_001258077.1 Sequence Isoform 5 SEQ ID NO. 733 ST3GAL6 cDNA Transcript NM_001323352.1 Variant 7 SEQ ID NO. 734 ST3GAL6 Amino Acid NP_ 001310281.1 Sequence Isoform 1 SEQ ID NO. 735 ST3GAL6 cDNA Transcript NM_001323353.1 Variant 15 SEQ ID NO. 736 ST3GAL6 Amino Acid NP_001310282.1 Sequence Isoform 5 SEQ ID NO. 737 ST3GAL6 cDNA Transcript NM_001323358.1 Variant 17 SEQ ID NO. 738 ST3GAL6 Amino Acid NP_001310287.1 Sequence Isoform 7 SEQ ID NO. 739 ST3GAL6 cDNA Transcript NM_001323359.1 Variant 18 SEQ ID NO. 740 ST3GAL6 Amino Acid NP_001310288.1 Sequence Isoform 7 SEQ ID NO. 741 ST3GAL6 cDNA Transcript NM_001323360.1 Variant 11 SEQ ID NO. 742 ST3GAL6 Amino Acid NP_001310289.1 Sequence Isoform 2 SEQ ID NO. 743 ST3GAL6 cDNA Transcript NM_001323362.1 Variant 12 SEQ ID NO. 744 ST3GAL6 Amino Acid NP_001310291.1 Sequence isoform 5 SEQ ID NO. 745 ST3GAL6 cDNA Transcript NM_001323363.1 Variant 13 SEQ ID NO. 746 ST3GAL6 Amino Acid NP_001310292.1 Sequence Isoform 5 SEQ ID NO. 747 ST3GAL6 cDNA Transcript NM_001323364.1 Variant 14 SEQ ID NO. 748 ST3GAL6 Amino Acid NP_001310293.1 Sequence Isoform 5 SEQ ID NO. 749 ST3GAL6 cDNA Transcript NM_001323365.1 Variant 8 SEQ ID NO. 750 ST3GAL6 Amino Acid NP_001310294.1 Sequence Isoform 1 SEQ ID NO. 751 ST3GAL6 cDNA Transcript NM_001323366.1 Variant 10 SEQ ID NO. 752 ST3GAL6 Amino Acid NP_001310295.1 Sequence isoform 2 SEQ ID NO. 753 ST3GAL6 cDNA Transcript NM_001323367.1 Variant 16 SEQ ID NO. 754 ST3GAL6 Amino Acid NP_001310296.1 Sequence Isoform 6 SEQ ID NO. 755 ST3GAL6 cDNA Transcript NM_001323368.1 Variant 9 SEQ ID NO. 756 ST3GAL6 Amino Acid NP_001310297.1 Sequence Isoform 1 SEQ ID NO. 757 ST3GAL6 cDNA Transcript NM_006100.3 Variant 1 SEQ ID NO. 758 ST3GAL6 Amino Acid NP_006091.1 Sequence Isoform 1 SEQ ID NO. 759 LAMP1 cDNA NM_005561.3 SEQ ID NO. 760 LAMP1 Amino Acid NP_005552.3 Precursor SEQ ID NO. 761 LGALS1 cDNA NM_002305.3 SEQ ID NO. 762 LGALS1 Amino Acid NP_002296.1 Sequence SEQ ID NO. 763 CD34 Amino Acid Sequence SEQ ID NO. 764 CD45RA Amino Acid Sequence SEQ ID NO. 765 CD90 Amino Acid Sequence SEQ ID NO. 766 CD123 Amino Acid Sequence SEQ ID NO. 767 CD38 Amino Acid Sequence SEQ ID NO. 768 CD19 Amino Acid Sequence SEQ ID NO. 769 CD10 Amino Acid Sequence SEQ ID NO. 770 CD33 Amino Acid Sequence SEQ ID NO. 771 CD45 Amino Acid Sequence SEQ ID NO. 772 CD34 Nucleic Acid Sequence SEQ ID NO. 773 CD45RA Nucleic Acid Sequence SEQ ID NO. 774 CD90 Nucleic Acid Sequence SEQ ID NO. 775 CD123 Nucleic Acid Sequence SEQ ID NO. 776 CD38 Nucleic Acid Sequence SEQ ID NO. 777 CD19 Nucleic Acid Sequence SEQ ID NO. 778 CD10 Nucleic Acid Sequence SEQ ID NO. 779 CD33 Nucleic Acid Sequence SEQ ID NO. 780 CD45 Nucleic Acid Sequence

TABLE-US-00003 CD34 amino acid sequence (SEQ ID NO: 763) mlvrrgarag prmprgwtal cllsllpsgf msldnngtat pelptqgtfs nvstnvsyqe tttpstlgst slhpvsqhgn eattnitett vkftstsvit svygntnssv qsqtsvistv fttpanvstp ettdkpslsp gnvsdlstts tslatsptkp ytssspilsd ikaeikcsgi revkltqgic leqnktssca efkkdrgegl arvlcgeeqa dadagaqvcs lllaqsevrp qclllvlanr teisskiqlm kkhqsdlkkl gildfteqdv ashqsysqkt lialvtsgal lavigitgyf lmnrrswspt gerlelep CD45RA amino acid sequence (SEQ ID NO: 764) MYLWLKLLAFGHAFLDTEVFVTGQPTPSPTDAYLNASETTTLS PSGSAVISTTTIATTPSKPTCDEKYANITVDYLYNKETKLFTAKLNVNENVECGNNTC TNNEVHNLTECKNASVSISHNSCTAPDKTLILDVPPGVEKFQLHDCTQVEKADTTICL KWKNIETFTCDTQNITYRFQCGNMIFDNKEIKLENLEPEHEYKCDSEILYNNHKFTNA SKIIKTDFGSPGEPQIIFCRSEAAHQGVITWNPPQRSFHNFTLCYIKETEKDCLNLDK NLIKYDLQNLKPYTKYVLSLHAYIIAKVQRNGSAAMCHFTTKSAPPSQVWNMTVSMTS DNSMHVKCRPPRDRNGPHERYHLEVEAGNTLVRNESHKNCDFRVKDLQYSTDYTFKAY FHNGDYPGEPFILHHSTSYNSKALIAFLAFLIIVTSIALLVVLYKIYDLHKKRSCNLD EQQELVERDDEKQLMNVEPIHADILLETYKRKIADEGRLFLAEFQSIPRVFSKFPIKE ARKPFNQNKNRYVDILPYDYNRVELSEINGDAGSNYINASYIDGFKEPRKYIAAQGPR DETVDDFWRMIWEQKATVIVMVTRCEEGNRNKCAEYWPSMEEGTRAFGDVVVKINQHK RCPDYIIQKLNIVNKKEKATGREVTHIQFTSWPDHGVPEDPHLLLKLRRRVNAFSNFF SGPIVVHCSAGVGRTGTYIGIDAMLEGLEAENKVDVYGYVVKLRRQRCLMVQVEAQYI LIHQALVEYNQFGETEVNLSELHPYLHNMKKRDPPSEPSPLEAEFQRLPSYRSWRTQH IGNQEENKSKNRNSNVIPYDYNRVPLKHELEMSKESEHDSDESSDDDSDSEEPSKYIN ASFIMSYWKPEVMIAAQGPLKETIGDFWQMIFQRKVKVIVMLTELKHGDQEICAQYWG EGKQTYGDIEVDLKDTDKSSTYTLRVFELPHSKRKDSRTVYQYQYTNWSVEQLPAEPK ELISMIQVVKQKLPQKNSSEGNKHHKSTPLLIHCRDGSQQTGIFCALLNLLESAETEE VVDIFQVVKALRKARPGMVSTFEQYQFLYDVIASTYPAQNGQVKKNNHQEDKIEFDNE VDKVKQDANCVNPLGAPEKLPEAKEQAEGSEPTSGTEGPEHSVNGPASPALNQGS CD90 amino acid sequence (SEQ ID NO: 765) MNLAISIALLLTVLQVSRGQKVTSLTACLVDQSLRLDCRHENTS SSPIQYEFSLTRETKKHVLFGTVGVPEHTYRSRTNFTSKYNMKVLYLSAFTSKDEGTY TCALHHSGHSPPISSQNVTVLRDKLVKCEGISLLAQNTSWLLLLLLSLSLLQATDFMS L CD123 amino acid sequence (SEQ ID NO: 766) MVLLWLTLLLIALPCLLQTKEDPNPPITNLRMKAKAQQLTWDLN RNVTDIECVKDADYSMPAVNNSYCQFGAISLCEVTNYTVRVANPPFSTWILFPENSGK PWAGAENLTCWIHDVDFLSCSWAVGPGAPADVQYDLYLNVANRRQQYECLHYKTDAQG TRIGCRFDDISRLSSGSQSSHILVRGRSAAFGIPCTDKFVVFSQIEILTPPNMTAKCN KTHSFMHWKMRSHFNRKFRYELQIQKRMQPVITEQVRDRTSFQLLNPGTYTVQIRARE RVYEFLSAWSTPQRFECDQEEGANTRAWRTSLLIALGTLLALVCVFVICRRYLVMQRL FPRIPHMKDPIGDSFQNDKLVVWEAGKAGLEECLVTEVQVVQKT CD38 amino acid sequence (SEQ ID NO: 767) MANCEFSPVSGDKPCCRLSRRAQLCLGVSILVLILVVVLAVVVP RWRQQWSGPGTTKRFPETVLARCVKYTEIHPEMRHVDCQSVWDAFKGAFISKHPCNIT EEDYQPLMKLGTQTVPCNKILLWSRIKDLAHQFTQVQRDMFTLEDTLLGYLADDLTWC GEFNTSKINYQSCPDWRKDCSNNPVSVFWKTVSRRFAEAACDVVHVMLNGSRSKIFDK NSTFGSVEVHNLQPEKVQTLEAWVIHGGREDSRDLCQDPTIKELESIISKRNIQFSCK NIYRPDKFLQCVKNPEDSSCTSEI CD19 amino acid sequence (SEQ ID NO: 768) MPPPRLLFFLLFLTPMEVRPEEPLVVKVEEGDNAVLQCLKGTSD GPTQQLTWSRESPLKPFLKLSLGLPGLGIHMRPLAIWLFIFNVSQQMGGFYLCQPGPP SEKAWQPGWTVNVEGSGELFRWNVSDLGGLGCGLKNRSSEGPSSPSGKLMSPKLYVWA KDRPEIWEGEPPCLPPRDSLNQSLSQDLTMAPGSTLWLSCGVPPDSVSRGPLSWTHVH PKGPKSLLSLELKDDRPARDMWVMETGLLLPRATAQDAGKYYCKRGNLTMSFHLEITA RPVLWHWLLRTGGWKVSAVTLAYLIFCLCSLVGILHLQRALVLRRKRKRMTDPTRRFF KVTPPPGSGPQNQYGNVLSLPTPTSGLGRAQRWAAGLGGTAPSYGNPSSDVQADGALG SRSPPGVGPEEEEGEGYEEPDSEEDSEFYENDSNLGQDQLSQDGSGYENPEDEPLGPE DEDSFSNAESYENEDEELTQPVARTMDFLSPHGSAWDPSREATSLGSQSYEDMPGILY AAPQLRSIRGQPGPNHEEDADSYENMDNPDGPDPAWGGGGRMGTWSTR CD10 amino acid sequence (SEQ ID NO: 769) MGKSESQMDITDINTPKPKKKQRWTPLEISLSVLVLLLTIIAVTMIALYATYDDGICKSS DCIKSAARLIQNMDATTEPCTDFFSKYACGGWLKRNVIPETSSRYGNFDILRDELEVVLKD VLQEPKTEDIVAVQKAKALYRSCINESAIDSRGGEPLLKLLPDIYGWPVATENWEQKYGA SWTAEKAIAQLNSKYGKKVLINLFVGTDDKNSVNHVIHIDQPRLGLPSRDYYSCTGIYKE ACTAYVDFMISVARLIRQEERLPIDENQLALEMNKVMELEKEIANATAKPEDRNDPMLLY NKMTLAQIQNNFSLEINGKPFSWLNFTNEIMSTVNISITNEEDVVVYAPEYLTKLKPILT KYSARDLQNLMSWRFIMDLVSSLSRTYKESRNAFRKALYGTTSETATWRRCANYVNGNME NAVGRLYVEAAFAGESKHVVEDLIAQIREVFIQTLDDLTWMDAETKKRAEEKALAIKERI GYPDDIVSNDNKLNNEYLELNYKEDEYFENIIQNLKFSQSKQLKKLREKVDKDEWISGAA VVNAFYSSGRNQIVFPAGILQPPFFSAQQSNSLNYGGIGMVIGHEITHGFDDNGRNFNKD GDLVDWWTQQSASNFKEQSQCMVYQYGNFSWDLAGGQHLNGINTLGENIADNGGLGQAYR AYQNYIKKNGEEKLLPGLDLNHKQLFFLNFAQVWCGTYRPEYAVNSIKTDVHSPGNFRII GTLQNSAEFSEAFHCRKNSYMNPEKKCRVW CD33 amino acid sequence (SEQ ID NO: 770) MPLLLLLPLLWAGALAMDPNFWLQVQESVTVQEGLCVLVPCTFFHPIPYYDKNSPVHGYW FREGAIISRDSPVATNKLDQEVQEETQGRFRLLGDPSRNNCSLSIVDARRRDNGSYFFRM ERGSTKYSYKSPQLSVHVTDLTHRPKILIPGTLEPGHSKNLTCSVSWACEQGTPPIFSWL SAAPTSLGPRTTHSSVLIITPRPQDHGTNLTCQVKFAGAGVTTERTIQLNVTYVPQNPTT GIFPGDGSGKQSTRAGVVHGAIGGAGVTALLALCLCLIFFIVKTHRRKAARTAVGRNDTH PTTGSASPKHQKKSKLHGPTETSSCSGAAPTVEMDEELHYASLNFHGMNPSKDTSTEYSE VRTQ CD45 amino acid sequence (SEQ ID NO: 771) MYLWLKLLAFGFAFLDTEVFVTGQSPTPSPTGLTTAKMPSVPLSSDPLPTHTTAFSPAST FERENDFSETTTSLSPDNTSTQVSPDSLDNASAFKTTGVSSVQTPHLPTHADSQTPSAGT DTQTFSGSAANAKLNPTPGSNAISDVPGSRSTASTFPTDPVSPLTTTLSLAKHSSAALPA RTSNTTITANTSDAYLNASETTTLSPSGSAVISTTTIATTPSKPTCDEKYANITVDYLYN KETKLFTAKLNVNENVECGNNTCTNNEVHNLTECKNASVSISHNSCTAPDKTLILDVPPG VEKFQLHDCTQVEKADTTICLKWKNIETFTCDTQNITYRFQCGNMIFDNKEIKLENLEPE HEYKCDSEILYNNHKFTNASKIIKTDFGSPGEPQIIFCRSEAAHQGVITWNPPQRSFHMF TLCYIKETEKDCLNLDKNLIKYDLQNLKPYTKYVLSLHAYIIAKVQRNGSAAMCHFTTKS APPSQVWNMTVSMTSDNSMHVKCRPPRDRNGPHERYHLEVEAGNTLVRNESHKNCDFRVK DLQYSTDYTFKAYFHNGDYPGEPFILHHSTSYNSKALIAFLAFLIIVTSIALLVVLYKIY DLHKKRSCNLDEQQELVERDDEKQLMNVEPIHADILLETYKRKIADEGRLFLAEFQSIPR VFSKFPIKEARKPFNQNKNRYVDILPYDYNRVELSEINGDAGSNYINASYIDGFKEPRKY IAAQGPRDETVDDFWRMIWEQKATVIVMVTRCEEGNRNKCAEYWPSMEEGTRAFGDVVVK INQHKRCPDYIIQKLNIVNKKEKATGPEVTHIQFTSWPDHGVPEDPHLLLKLRRRVNAFS NFFSGPIVVHCSAGVGRTGTYIGIDAMLEGLEAENKVDVYGYVVKLRRQRCLMVQVEAQY ILIHQALVEYNQFGETEVNLSELHPYLHNMKKRDPPSEPSPLEAEFQRLPSYRSWRTQHI GNQEENKSKNRNSNVIPYDYNRVPLKHELEMSKESEHDSDESSDDDSDSEEPSKYINASF IMSYWKPEVMIAAQGPLKETIGDFWQMIFQRKVKVIVMLTELKHGDQEICAQYWGEGKQT YGDIEVDLKDTDKSSTYTLRVFELRHSKRKDSRTVYQYQYTNWSVEQLPAEPKELISMIQ VVKQKLPQKNSSEGNKHHKSTPLLIHCRDGSQQTGIFCALLNLLESAETEEVVDIFQVVK ALRKARPGMVSTFEQYQFLYDVIASTYPAQNGQVKKNNHQEDKIEFDNEVDKVKQDANCV NPLGAPEKLPFEAKEQAEGSEPTSGTEGPEHSVNGPASPALNQGS CD34 nucleic acid sequence (SEQ ID NO: 772) atgctggtcc gcaggggcgc gcgcgcaggg cccaggatgc cgcggggctg gaccgcgctt tgcttgctga gtttgctgcc ttctgggttc atgagtcttg acaacaacgg tactgctacc ccagagttac ctacccaggg aacattttca aatgtttcta caaatgtatc ctaccaagaa actacaacac ctagtaccct tggaagtacc agcctgcacc ctgtgtctca acatggcaat gaggccacaa caaacatcac agaaacgaca gtcaaattca catctacctc tgtgataacc tcagtttatg gaaacacaaa ctcttctgtc cagtcacaga cctctgtaat cagcacagtg ttcaccaccc cagccaacgt ttcaactcca gagacaacct tgaagcctag cctgtcacct ggaaatgttt cagacctttc aaccactagc actagccttg caacatctcc cactaaaccc tatacatcat cttctcctat cctaagtgac atcaaggcag aaatcaaatg ttcaggcatc agagaagtga aattgactca gggcatctgc ctggagcaaa ataagacctc cagctgtgcg gagtttaaga aggacagggg agagggcctg gcccgagtgc tgtgtgggga ggagcaggct gatgctgatg ctggggccca ggtatgctcc ctgctccttg cccagtctga ggtgaggcct cagtgtctac tgctggtctt ggccaacaga acagaaattt ccagcaaact ccaacttatg aaaaagcacc aatctgacct gaaaaagctg gggatcctag atttcactga gcaagatgtt gcaagccacc agagctattc ccaaaagacc ctgattgcac tggtcacctc gggagccctg ctggctgtct tgggcatcac tggctatttc ctgatgaatc gccgcagctg gagocccaca ggagaaaggc tgggcgaaga cccttattac acggaaaacg gtggaggcca gggctatagc tcaggacctg ggacctcccc tgaggctcag ggaaaggcca gtgtgaaccg aggggctcag gaaaacggga ccggccaggc cacctccaga aacggccatt cagcaagaca acacgtggtg gctgataccg aattgtga CD45RA nucleic acid seguence (SEQ ID NO: 773) atgtatttgt ggcttaaact cttggcattt ggctttgcct ttctggacac agaagtattt gtgacagggc aaagoccaac accttccccc actggattga ctacagcaaa gatgcccagt gttccacttt caagtgaccc cttacctact cacaccactg cattctcacc cgcaagcacc tttgaaagag aaaatgactt ctcagagacc acaacttctc ttagtccaga caatacttcc acccaagtat ccccggactc tttggataat gctagtgctt ttaataccac aggtgtttca tcagtacaga cgcctcacct tcccacgcac gcagactcgc agacgccctc tgctggaact gacacgcaga cattcagcgg ctccgccgcc aatgcaaaac tcaaccctac cccaggcagc aatgctatct cagatgtccc aggagagagg agtacagcca gcacctttcc tacagaccca gtttccccat tgacaaccac cctcagcctt gcacaccaca gctctgctgc cttacctgca cgcacctcca acaccaccat cacagcgaac acctcagatg cctaccttaa tgcctctgaa acaaccactc tgagcccttc tggaagcgct gtcatttcaa ccacaacaat agctactact ccatctaagc caacatgtga tgaaaaatat gcaaacatca ctgtggatta cttatataac aaggaaacta aattatttac agcaaagcta aatgttaatg agaatgtgga atgtggaaac aatacttgca caaacaatga ggtgcataac cttacagaat gtaaaaatgc gtctgtttcc atatctcata attcatgtac tgctcctgat aagacattaa tattagatgt gccaccaggg gttgaaaagt ttcagttaca tgattgtaca caagttgaaa aagcagatac tactatttgt ttaaaatgga aaaatattga aacctttact tgtgatacac agaatattac ctacagattt cagtgtggta atatgatatt tgataataaa gaaattaaat tagaaaacct tgaacccgaa catgagtata agtgtgactc agaaatactc tataataacc acaagtttac taacgcaagt aaaattatta aaacagattt tgggagtcca ggagagcctc agattatttt ttgtagaagt gaagctgcac atcaaggagt aattacctgg aatccccctc aaagatcatt tcataatttt accctctgtt atataaaaga gacagaaaaa gattgcctca atctggataa aaacctgatc aaatatgatt tgcaaaattt aaaaccttat acgaaatatg ttttatcatt acatgcctac atcattgcaa aagtgcaacg taatggaagt gctgcaatgt gtcatttcac aactaaaagt gctcctccaa gccaggtctg gaacatgact gtctccatga catcagataa tagtatgcat gtcaagtgta ggcctcccag ggaccgtaat ggcccccatg aacgttacca tttggaagtt gaagctggaa atactctggt tagaaatgag tcgcataaga attgcgattt ccgtgtaaaa gatcttcaat attcaacaga ctacactttt aaggcctatt ttcacaatgg agactatcct ggagaaccct ttattttaca tcattcaaca tcttataatt ctaaggcact gatagcattt ctggcatttc tgattattgt gacatcaata gccctgcttg ttgttctcta caaaatctat gatctacata agaaaagatc ctgcaattta gatgaacagc aggagcttgt tgaaagggat gatgaaaaac aactgatgaa tgtggagcca atccatgcag atattttgtt ggaaacttat aagaggaaga ttgctgatga aggaagactt tttctggctg aatttcagag catcccgcgg gtgttcagca agtttcctat aaaggaagct cgaaagccct ttaaccagaa taaaaaccgt tatgttgaca ttcttcctta tgattataac cgtgttgaac tctctgagat aaacggagat gcagggtcaa actacataaa tgccagctat attgatggtt tcaaagaacc caggaaatac attgctgcac aaggLoccag ggatgaaact gttgatgatt tctgmaggat gatttgggaa cagaaagcca cagttattgt catggtcact cgatgtgaag aaggaaacag gaacaagtgt gcagaatact ggccgtcaat ggaagagggc actcgggctt ttggagatgt tgttgtaaag atcaaccagc acaaaagatg tccagattac atcattcaga aattgaacat tgtaaataaa aaagaaaaag caactggaag agaggtgact cacattcagt tcaccagctg gccagaccac ggggtgcctg aggatcctca cttgctcctc aaactgagaa ggagagtgaa tgccttcagc aatttcttca gtggtcccat tgtggtgcac tgcagtgctg gtgttgggcg cacaggaacc tatatcggaa ttgatgccat gctagaaggc ctggaagccg agaacaaagt ggatgtttat ggttatgttg tcaagctaag gcgacagaga tgcctgatgg ttcaagtaga ggcccagtac atcttgatcc atcaggcttt ggtggaatac aatcagtttg gagaaacaga agtgaatttg tctgaattac atccatatct acataacatg aagaaaaggg atccacccag tgagccgtct ccactagagg ctgaattcca gagacttcct tcatatagga gctggaggac acagcacatt ggaaatcaag aagaaaataa aagtaaaaac aggaattcta atgtcatccc atatgactat aacagagtgc cacttaaaca tgagctggaa atgagtaaag agagtgagca tgattcagat gaatcctctg atgatgacag tgattcagag gaaccaagca aatacatcaa tgcatctttt ataatgagct actggaaacc tgaagtgatg attgctgctc agggaccact gaaggagacc attggtgact tttggcagat gatcttccaa agaaaagtca aagttattgt tatgctgaca gaactgaaac atggagacca ggaaatctgt gctcagtact ggggagaagg aaagcaaaca tatggagata ttgaagttga cctgaaagac acagacaaat cttcaactta tacccttcgt gtctttgaac tgagacattc caagaggaaa gactctcgaa ctgtgtacca gtaccaatat acaaactgga gtgtggagca gcttcctgca gaacccaagg aattaatctc tatgattcag gtcgtcaaac aaaaacttcc ccagaagaat tcctctgaag ggaacaagca tcacaagagt acacctctac tcattcactg cagggatgga tatcagcaaa cgggaatatt ttgtgctttg ttaaatctct tagaaagtgc ggaaacagaa gaggtagtgg atatttttca agtggtaaaa gctctacgca aagctaggcc aggcatggtt tccacattcg agcaatatca attcctatat gacgtcattg ccagcaccta ccctgctcag aatggacaag taaagaaaaa caaccatcaa gaagataaaa ttgaatttga taatgaagtg gacaaagtaa agcaggatgc taattgtgtt aatccacttg gtgccccaga aaagctccct gaagcaaagg aacaggctga aggttctgaa cccacgagtg gcactgaggg gccagaacat tctgtcaatg gtcctgcaag tccagcttta aatcaaggtt catag CD90 nucleic acid sequence (SEQ ID NO: 774) atgaacctgg ccatcagcat cgctctoctg ctaacagtct tgcaggtctc ccgagggcag aaggtgacca gcctaacggc ctgcctagtg gaccagagcc ttcgtctgga ctgccgccat gagaatacca gcagttcacc catccagtac gagttcagcc tgacccgtga gacaaagaag cacgtgctct ttggcactgt gggggtgcct gagcacacat accgctcccg aaccaacttc accagcaaat acaacatgaa ggtcctctac ttatccgcct tcactagcaa ggacgagggc acctacacgt gtgcactcca ccactctggc cattccccac ccatctcctc ccagaacgtc acagtgctca gagacaaact ggtcaagtgt gagggcatca gcctgctggc tcagaacacc tcgtggctgc tgctgctcct gctctccctc tccctcctcc aggccacgga tttcatgtcc ctgtga CD123 nucleic acid sequence (SEQ ID NO: 775) atggtcctcc tttggctcac gctgctectg atcgccctgc cctgtotcct gcaaacgaag gaagatccaa acccaccaat cacgaaccta aggatgaaag caaaggctca gcagttgacc tgggacctta acagaaatgt gaccgatatc gagtgtgtta aagacgccga ctattctatg ccggcagtga acaatagcta ttgccagttt ggagcaattt ccttatgtga agtgaccaac tacaccgtcc gagtggccaa cccaccattc tccacgtgga tcctcttccc tgagaacagt gggaagcctt gggcaggtgc ggagaatctg acctgctgga ttcatgacgt ggatttcttg agctgcagct gggcggtagg cccgggggcc cccgcggacg tccagtacga cctgtacttg aacgttgcca acaggcgtca acagtacgag tgtcttcact acaaaacgga tgctcaggga acacgtatcg ggtgtcgttt cgatgacatc tctcgactct ccagcggttc tcaaagttcc cacatcctgg tgcggggcag gagcgcagcc ttcggtatcc cctgcacaga taagtttgtc gtcttttcac agattgagat attaactcca cccaacatga ctgcaaagtg taataagaca cattccttta tgcactggaa aatgagaagt catttcaatc gcaaatttcg ctatgagctt cagatacaaa agagaatgca gcctgtaatc acagaacagg tcagagacag aacctccttc cagctactca atcctggaac gtacacagta caaataagag cccgggaaag agtgtatgaa ttcttgagcg cctggagcac cccccagcgc ttcgagtgcg accaggagga gggcgcaaac acacgtgcct ggcggacgtc gctgctgatc gcgctgggga cgctgctggc cctggtctgt gtcttcgtga tctgcagaag gtatctggtg atgcagagac tctttccccg catccctcac atgaaagacc ccatcggtga cagottccaa aacgacaagc tggtggtctg ggaggcgggc aaagccggcc tggaggagtg tctggtgact gaagtacagg tcgtgcagaa aacttga CD38 nucleic acid sequence (SEQ ID NO: 776) atggccaact gcgagttcag cccggtgtcc ggggacaaac cctgctgccg gctctctagg agagcccaac tctgtcttgg cgtcagtatc ctggtcctga tcctcgtcgt ggtgctcgcg gtggtcgtcc cgaggtggcg ccagcagtgg agoggtccgg gcaccaccaa gcgctttccc gagaccgtcc tggcgcgatg cgtcaagtac actgaaattc atcctgagat gagacatgta gactgccaaa gtgtatggga tgctttcaag ggtgcattta tttcaaaaca tccttgcaac attactgaag aagactatca gccactaatg aagttgggaa ctcagaccgt accttgcaac aagattcttc tttggagcag aataaaagat ctggcccatc agttcacaca ggtccagcgg gacatgttca ccctggagga cacgctgcta ggctaccttg ctgatgacct cacatggtgt ggtgaattca acacttccaa aataaactat caatcttgcc cagactggag aaaggactgc agcaacaacc ctgtttcagt attctggaaa acggtttccc gcaggtttgc agaagctgcc tgtgatgtgg tccatgtgat gctcaatgga tcccgcagta aaatctttga caaaaacagc acttttggga gtgtgmaagt ccataatttg caaccagaga aggbtcagac actagaggcc tgggtgatac atggtggaag agaagattcc agagacttat gccaggatcc caccataaaa gagctggaat cgattataag caaaaggaat attcaatttt cctgcaagaa tatctacaga cctgacaagt ttcttcagtg tgtgaaaaat cctgaggatt catcttgcac atctgagatc tga CD19 nucleic acid sequence (SEQ ID NO: 777) atgccacctc ctcgcctcct cttcttcctc ctcttcctca cccccatgga agtcaggccc gaggaacctc tagtggtgaa ggtggaagag ggagataacg ctgtgctgca gtgcctcaag gggacctcag atggccccac tcagcagctg acctggtctc gggagtcccc gcttaaaccc ttcttaaaac tcagcctggg gctgccaggc ctgggaatcc acatgaggcc cctggccatc tggcttttca tcttcaacgt ctctcaacag atggggggct tctacctgtg ccagccgccn cccccctctg agaaggcctg gcagcctggc tggacagtca atgtggaggg cagcggggag ctgttccggt ggaatgtttc ggacctaggt ggcctgggct gtggcctgaa gaacaggtcc tcagagggcc ccagctcccc ttccgggaag ctcatgagcc ccaagctgta tgtgtgggcc aaagaccgcc ctgagatctg ggagggagag cctccgtgtc tcccaccgag ggacagcctg aaccagagcc tcagccagga cctcaccatg gcccctggct ccacactctg gctgtcctgt ggggtacccc ctgactctgt gtccaggggc cccctctcct ggacccatgt gcaccccaag gggcctaagt cattgctgag cctagagctg aaggacgatc gcccggccag agatatgtgg gtaatggaga cgggtctgtt gttgccccgg gccacagctc aagacgctgg aaagtattat tgtcaccgtg gcaacctgac catgtcattc cacctggaga tcactgctcg gccagtacta tggcactggc tgctgaggac tggtggctgg aaggtctcag ctgtgacttt ggcttatctg atcttctgcc tgtgttccct tgtgggcatt cttcatcttc aaagagccct ggtcctgagg aggaaaagaa agcgaatgac tgaccccacc aggagattct tcaaagtgac gcctccccca ggaagcgggc cccagaacca gtacgggaac gtgctgtctc tccccacacc cacctcaggc ctcggacgcg cccagcgttg ggccgcaggc ctggggggca ctgccccgtc ttatggaaac ccgagcagcg acgtccaggc ggatggagcc ttggggtccc ggagcccgcc gggagtgggc ccagaagaag aggaagggga gggctatgag gaacctgaca gtgaggagga ctccgagttc tatgagaacg actccaacct tgggcaggac cagctctccc aggatggcag cggctacgag aaccctgagg atgagcccct gggtcctgag gatgaagact ccttctccaa cgctgagtct tatgagaacg aggatgaaga gctgacccag ccggtcgcca ggacaatgga cttcctgagc cctcatgggt cagcctggga ccccagccgg gaagcaacct ccctggggtc ccagtcctat gaggatatga gaggaatcct gtatgcagcc ccccagctcc gctccattcg gggccagcct ggacccaatc atgaggaaga tgcagactct tatgagaaca tggataatcc cgatgggcca gacccagcct ggggaggagg gggccgcatg ggcacctgga gcaccaggtg a CD10 nucleic acid sequence (SEQ ID NO: 778) ATGGGCAAGTCAGAAAGTCAGATGGATATAACTGATATCAACACTCCAAAGCCAAAGAAGAAACAGCGAT GGACTCCACTGGAGATCAGCCTCTCGGTCCTTGTCCTGCTCCTCACCATCATAGCTGTGACAATGATCGC ACTCTATGCAACCTACGATGATGGTATTTGCAAGTCATCAGACTGCATAAAATCAGCTGCTCGACTGATC CAAAACATGGATGCCACCACTGAGCCTTGTACAGACTTTTTCAAATATGCTTGCGGAGGCTGGTTGAAAC GTAATGTCATTCCCGAGACCAGCTCCCGTTACGGCAACTTTGACATTTTAAGAGATGAACTAGAAGTCGT TTTGAAAGATGTCCTTCAAGAACCCAAAACTGAAGATATAGTAGCAGTGCAGAAAGCAAAAGCATTGTAC AGGTCTTGTATAAATGAATCTGCTATTGATAGCAGAGGTGGAGAACCTGTACTCAAACTGTTAGCAGACA TATATGGGTGGCCAGTAGCAACAGAAAACTGGGAGCAAAAATATGGTGCTTCTTGGACAGCTGAAAAAGC TATTGCACAACTGAATTCTAAATATGGGAAAAAAGTCCTTATTAATTTGTTTGTTGGCACTGATGATAAG AATTCTGTGAATCATGTAATTGATATTGACCAACGTCGACTTGGCCTCGCTTCTAGAGATTACTATGAAT GCACTGGAATCTATAAAGAGGCTTGTACAGCATATGTGGATTTTATGATTTCTGTGGCCAGATTGATTCG TCAGGAAGAAAGATTGCCCATCGATGAAAACCAGCTTGCTTTGGAAATGAATAAAGTTATGGAATTGGAA AAAGAAATTGCCAATGCTACGGCTAAACCTGAAGATCGAAATGATCCAATGCTTCTGTATAACAAGATGA CATTGGCCCAGATCCAAAATAACTTTTCACTAGAGATCAATGGGAAGCCATTCAGCTGGTTGAATTTCAC AAATGAAATCATGTCAACTGTGAATATTAGTATTACAAATGAGGAAGATGTGGTTGTTTATGCTCCAGAA TATTTAACCAAACTTAAGCCCATTCTTACCAAATATTCTGCCAGAGATCTTCAAAATTTAATGTCCTGGA GATTCATAATGGATCTTGTTAGCAGCCTCAGCCGAACCTACAAGGAGTCCAGAAATGCTTTCCGCAAGGC CCTTTATGGTACAACCTCAGAAACAGCAACTTGGAGACGTTGTGCAAACTATGTCAATGGGAATATGGAA AATGCTGTGGGGAGGCTTTATGTGGAAGCAGCATTTGCTGGAGAGAGTAAACATGTGGTCGAGGATTTGA TTGCACAGATCCGAGAAGTTTTTATTCAGACTTTAGATGACCTCACTTGGATGGATGCCGAGACAAAAAA GAGAGCTGAAGAAAAGGCCTTAGGAATTAAAGAAAGGATGGGCTATGCTGATGACATTGTTTCAAATGAT AACAAACTGAATAATGAGTACCTCGAGTTGAACTACAAAGAAGATGAATACTTCGAGAACATAATTCAAA ATTTGAAATTCAGCCAAAGTAAACAACTGAAGAAGCTCCGAGAAAAGGTGGACAAAGATGAGTGGATAAG TGGAGCAGCTGTAGTCAATGCATTTTACTCTTCAGGAAGAAATCAGATAGTCTTCCCAGCCGGCATTCTG CAGCCCCCCTTCTTTAGTGCCCAGCAGTCCAACTCATTGAACTATGGGGGCATCGGCATGGTCATAGGAC ACGAAATCACCCATGGCTTCGATGACAATGGCAGAAACTTTAACAAAGATGGAGACCTCGTTGACTGGTG GACTCAACAGTCTGCAAGTAACTTTAAGGAGCAATCCCAGTGCATGGTGTATCAGTATGGAAACTTTTCC TGGGACCTGGCAGGTGGACAGCACCTTAATGGAATTAATACACTGGGAGAAAACATTGCTGATAATGGAG GTCTTGGTCAAGCATACAGAGCCTATCAGAATTATATTAAAAAGAATGGCGAAGAAAAATTACTTCCTGG ACTTGACCTAAATCACAAACAACTATTTTTCTTGAACTTTGCACAGGTGTGGTGTGGAACCTATAGGCCA GAGTATGCGGTTAACTCCATTAAAACAGATGTGCACAGTCCAGGCAATTTCAGGATTATTGGGACTTTGC AGAACTCTGCAGAGTTTTCAGAAGCCTTTCACTGCCGCAAGAATTCATACATGAATCCAGAAAAGAAGTG CCGGGTTTGGTGA CD33 nucleic acid sequence (SEQ ID NO: 779) ATGCCGCTGCTGCTACTGCTGCCCCTGCTGTGGGCAGGGGCCCTGGCTATGGATCGAAATTTCTGGCTGC AAGTGCAGGAGTCAGTGACGGTACAGGAGGGTTTGTGCGTCCTCGTGCCCTGCACTTTCTTCCATCCCAT ACCCTACTACGACAAGAACTCCCCAGTTCATGGTTACTGGTTCCGGGAAGGAGCCATTATATCCAGGGAC TGTCCAGTGGCCACAAACAAGCTAGATCAAGAAGTACAGGAGGAGACTCAGGGCAGATTCCGCCTCCTTG GGGATCCCAGTAGGAACAACTGCTCCCTGAGCATCGTAGACGCCAGGAGGAGGGATAATGGTTCATACTT CTTTCGGATGGAGAGAGGAAGTACCAAATACAGTTACAAATCTCCCCAGCTCTCTGTGCATGTGACAGAC TTGACCCACAGGCCGAAAATCGTCATCCCTGGCAGTCTAGAACCCGGCCAGTGCAAAAACCTGACGTGCT CTGTGTCCTGGGCCTGTGAGCAGGGAACACCCCCGATCTTCTCCTGGTTGTCAGCTGCCCCCACCTCCCT GGGCCCCAGGACTACTCACTCCTCGGTGCTCATAATCACCCCACGGCCCCAGGACCACGGCACCAACCTG ACCTGTCAGGTGAAGTTCGCTGGAGCTGGTGTGACTACGGAGAGAACCATCCAGCTCAACGTCACCTATG TTCCACAGAACCCAACAACTGGTATCTTTCCAGGAGATGGCTCAGGGAAACAAGAGACCAGAGCAGGAGT GGTTCATGGGGCCATTGGAGGAGCTGGTGTTACAGCCCTGCTCGCTCTTTGTCTCTGCCTCATCTTCTTC ATAGTGAAGACCCACAGGAGGAAAGCAGCCAGGACAGCAGTGGGCAGGAATGACACCCACCCTACCACAG GGTCAGCCTCCCCGAAACACCAGAAGAAGTCCAAGTTACATGGCCCCACTGAAACCTCAAGCTGTTCAGG TGCCGCCCCTACTGTGGAGATGGATGAGGAGCTGCATTATGCTTCCCTCAACTTTCATGGGATGAATCCT TGCAAGGACACCTCCACCGAATACTCAGAGGTCAGGAGCCAGTGA CD45 nucleic acid sequence (SEQ ID NO: 780) ATGACCRTGTATTTGTGGCTTAAACTCTTGGCATTTGGCTTTGCCTTTCTGGACACAGAAGTATTTGTGA CAGGGCAAAGCCCAACACCTTCCCCCACTGGATTGACTACAGCAAAGATGCCCAGTGTTCCACTTTCAAG TGACCCCTTACCTACTCACACCACTGCATTCTCACCCGCAAGCACCTTTGAAAGAGAAAATGACTTCTCA GAGACCACAACTTCTCTTAGTCCAGACAATACTTCCACCCAAGTATCCCCGGACTCTTTGGATAATGCTA GTGCTTTTAATACCACAGGTGTTTCATCAGTACAGACGCCTCACCTTCGCACGCACGCAGACTCGCAGAC GCCCTCTGCTGGAACTGACACGCAGACATTCAGCGGCTCCGCCGCCAATGCAAAACTCAACCCTACCCCA GGCAGCAATGCTATCTCAGATGTCCCAGGAGAGAGGAGTACAGCCAGCACCTTTCCTACAGACCCAGTTT CCCCATTGACAACCACCCTCAGGCTTGGACACCACAGCTCTGCTGCCTTACCTGGACGCACCTCCAACAC CACCATCACAGCGAACACCTCAGATGCCTACCTTAATGCCTCTGAAACAACCACTCTGAGCCCTTCTGGA AGCGCTGTCATTTCAACCACAACAATAGCTACTACTCCATCTAAGCCAACATGTGATGAAAAATATGCAA ACATCACTGTGGATTACTTATATAACAAGGAAACTAAATTATTTACAGCAAAGCTAAATGTTAATGAGAA TGTGGAATGTGGAAACAATACTTGCACAAACAATGAGGTGCATAACCTTACAGAATGTAAAAATGGGTCT GTTTCCATATCTCATAATTCATGTACTGCTCCTGATAAGACATTAATATTAGATGTGCCACCAGGGGTTG AAAAGTTTCAGTTACATGATTGTACACAAGTTGAAAAAGCAGATACTACTATTTGTTTAAAATGGAAAAA TATTGAAACCTTTACTTGTGATACACAGAATATTACCTACAGATTTCAGTGTGGTAATATGATATTTGAT AATAAAGAAATTAAATTAGAAAACCTTGAACCCGAACATGAGTATAAGTGTGACTCAGAAATACTCTATA ATAACCACAAGTTTACTAACGCAAGTAAAATTATTAAAACAGATTTTGGGAGTCCAGGAGAGCCTCAGAT TATTTTTTGTAGAAGTGAAGCTGCACATCAAGGAGTAATTACCTGGAATCCCCCTCAAAGATCATTTCAT AATTTTACCCTCTGTTATATAAAAGAGACAGAAAAAGATTGCCTCAATCTGGATAAAAACCTGATCAAAT ATGATTTGCAAAATTTAAAACCTTATACGAAATATGTTTTATCATTACATGCCTACATCATTGCAAAAGT GCAACGTAATGGAAGTGCTGCAATGTGTCATTTCACAACTAAAAGTGCTCCTCCAAGCCAGGTCTGGAAC ATGACTGTCTCCATGACATCAGATAATAGTATGCATGTCAAGTGTAGGCCTCCCAGGGACCGTAATGGCC CCCATGAACGTTACCATTTGGAAGTTGAAGCTGGAAATACTCTGGTTAGAAATGAGTCGCATAAGAATTG CGATTTCCGTGTAAAAGATCTTCAATATTCAACAGACTACACTTTTAAGGCCTATTTTCACAATGGAGAC TATCCTGGAGAACCCTTTATTTTACATCATTCAACATCTTATAATTCTAAGGCACTGATAGCATTTCTGG CATTTCTGATTATTGTGACATCAATAGCCCTGCTTGTTGTTCTCTACAAAATCTATGATCTACATAAGAA AAGATCCTGCAATTTAGATGAACAGCAGGAGCTTGTTGAAAGGGATGATGAAAAACAACTGATGAATGTG GAGCCAATCCATGCAGATATTTTGTTGGAAACTTATAAGAGGAAGATTGCTGATGAAGGAAGACTTTTTC TGGCTGAATTTCAGAGCATCCCGCGGGTGTTCAGCAAGTTTCCTATAAAGGAAGCTCGAAAGCCCTTTAA CCAGAATAAAARCCGTTATGTTGACATTCTTCCTTATGATTATAACCGTGTTGAACTCTCTGAGATAAAC GGAGATGCAGGGTCAAACTACATAAATGCCAGCTATATTGATGGTTTGAAAGAACCCAGGAAATACATTG CTGCACAAGGTCCCAGGGATGAAACTGTTGATGATTTCTGGAGGATGATTTGGGAACAGAAAGCCACAGT TATTGTCATGGTCACTCGATGTGAAGAAGGAAACAGGAACAAGTGTGCAGAATACTGGCCGTCAATGGAA GAGGGCACTCGGGCTTTTGGAGATGTTGTTGTAAAGATCAACCAGCACAAAAGATGTCCAGATTACATCA TTCAGAAATTGAACATTGTAAATAAAAAAGAAAAAGCAACTGGAAGAGAGGTGACTCACATTCAGTTCAC CAGCTGGCCAGACCACGGGGTGCCTGAGGATCCTCACTTGCTCCTCAAACTGAGAAGGAGAGTGAATGCC TTCAGCAATTTCTTCAGTGGTCCCATTGTGGTGCACTGCAGTGCTGGTGTTGGGCGCACAGGAACCTATA TCGGAATTGATGCCATGCTAGAAGGCCTGGAAGCCGAGAACAAAGTGGATGTTTATGGTTATGTTGTCAA GCTAAGGCGACAGAGATGCCTGATGGTTCAAGTAGAGGCCCAGTACATCTTGATCCATCAGGCTTTGGTG GAATACAATCAGTTTGGAGAAAGAGAAGTGAATTTGTCTGAATTACATCCATATCTACATAACATGAAGA AAAGGGATCCACCCAGTGAGCCGTCTCCACTAGAGGCTGAATTCCAGAGACTTCCTTCATATAGGAGCTG GAGGACACAGCACATTGGAAATCAAGAAGAAAATAAAAGTAAAAACAGGAATTCTAATGTCATCCCATAT GACTATAACAGAGTGCCACTTAAACATGAGCTGGAAATGAGTAAAGAGAGTGAGCATGATTCAGATGAAT CCTCTGATGATGACAGTGATTCAGAGGAACCAAGCAAATACATCAATGCATCTTTTATAATGAGCTACTG GAAACCTGAAGTGATGATTGCTGCTCAGGGACCACTGAAGGAGACCATTGGTGACTTTTGGCAGATGATC TTCCAAAGAAAAGTCAAAGTTATTGTTATGCTGACAGAACTGAAACATGGAGACCAGGAAATCTGTGCTC AGTACTGGGGAGAAGGAAAGCAAACATATGGAGATATTGAAGTTGACCTGAAAGACACAGACAAATCTTC AACTTATACCCTTCGTGTGTTTGAACTGAGACATTGGAAGAGGAAAGAGTCTCGAACTGTGTACCAGTAC CAATATACAAACTGGAGTGTGGAGCAGCTTCCTGCAGAACGCAAGGAATTAATCTGTATGATTCAGGTCG TCAAACAAAAACTTCCCCAGAAGAATTCCTCTGAAGGGAACAAGGATCACAAGAGTACACGTCTACTCAT TCACTGCAGGGATGGATCTCAGCAAACGGGAATATTTTGTGCTTTGTTAAATGTCTTAGAAAGTGCGGAA ACAGAAGAGGTAGTGGATATTTTTCAAGTGGTAAAAGCTCTACGCAAAGCTAGGCCAGGCATGGTTTCCA CATTCGAGCAATATCAATTCCTATATGACGTCATTGCCAGCACCTACGCTGCTCAGAATGGACAAGTAAA GAAAAACAACCATCAAGAAGATAAAATTGAATTTGATAATGAAGTGGACAAAGTAAAGCAGGATGCTAAT TGTGTTAATCCACTTGGTGCCCCAGAAAAGCTCCCTGAAGCAAAGGAACAGGCTGAAGGTTCTGAACCCA CGAGTGGCACTGAGGGGCCAGAACATTCTGTCAATGGTCCTGCAAGTCCAGCTTTAAATCAAGGTTCATA G

EXAMPLES

Example 1

Materials & Methods

Patient Samples

[0254] Informed consent was obtained in accordance with the Declaration of Helsinki and with approval from UK Ethics Committees (Oxford 06\Q1606\110; Greater Glasgow and Clyde 10/S0704/2). Mononuclear cells (MNC) were isolated by Histopaque density gradient within 24-48 hours of collection. CD34+ cells were purified using the CD34 Microbead Kit/MACS separation columns (Miltenyi Biotec).

NSG Xenograft Assay

[0255] Experiments were performed in accordance with UK Government Home Office approved Project License 30/2465. 8-14 week old female NSG mice were irradiated 100-125 cGy twice, 4 hr apart, followed 24 hr later by intravenous tail vein injection of myeloid BP-CML stem/progenitor cells. To abrogate antibody-mediated cell clearance, NSG were injected intraperitoneally with 200 mg of anti-CD122 antibody or IVIG (1 mg/gram body weight). Peripheral blood or bone marrow engraftment was monitored by blood sampling from 12 weeks onwards. Mice were culled for bone marrow harvesting between 16 and 22 weeks. Human myeloid (hCD45+CD33+CD19−) or B-lymphoid (hCD45+CD33−CD19+) engraftment was analysed by FACS and defined as ≥0.1% of live mononuclear cell (MNC) gate. Leukaemic engraftment was confirmed by karyotypic and BCR-ABL analysis.

Flow Cytometric Analysis and Sorting

[0256] Different antibody panels were used for FACS purification of cells for injection into immunodeficient mice (FIGS. 2 and 3) and for quantitation of stem/progenitor sizes in primary human samples (FIG. 1). For FACS purification, additional antibodies (anti-CD2, anti-CD4, anti-CD8, anti-CD235a—glycophorin) against lymphoid (to avoid GvHD) and erythroid cells (to reduce ineffective cell number injected) but not myeloid cells (anti-CD14 and anti-CD16) were used. For FIG. 1, cells were stained with lineage cocktail-FITC (CD3 (MϕP9), 14 (3G8), 16 (NCAM16.2), 19 (SJ25C1), 20 (SK7), 56 (L27)) and CD34-PerCP (8G12), CD38-V450 (HIT2), CD45RA-APC H7 (HI100), CD90-PE Cy7 (5E10) and CD123-APC (7G3). All antibodies were from BD (Oxford, UK). In FIGS. 2 and 3, the following antibodies were used; lineage cocktail: anti-CD2 (RPA-2.10), CD3 (HIT3a), CD4 (RPA-T4), CD8 (RPA-T8), CD19 (HIB19), CD20 (2H7) and GPA (GA-R2) (all from e-Bioscience Hatfield UK). Following this, cells were stained with QDOT605 conjugated goat F(ab′) anti-mouse IgG (H+L, Invitrogen, Paisley UK). Cells were then washed and subsequently stained with FITC-conjugated anti-CD38 (HIT2, e-Bioscience), PE-conjugated anti-CD45RA (H1100, e-Bioscience), PerCP-conjugated anti-CD34 (581, BioLegend London UK), PECy7-conjugated anti-CD123 (6H6, e-Bioscience) and biotin-conjugated anti-CD90 (5E10, e-Bioscience). Finally cells were stained with a streptavidin-conjugated APCeFluor 780 (e-Bioscience). All samples were double sorted where cell numbers permitted (95% of sorts).

FISH Analysis

[0257] FACS-sorted cells were incubated at 37° C. for 15 minutes in a hypotonic solution (0.075M KCl). Cells were then centrifuged at 1500 rpm for 5 minutes and resuspended in fixative (3:1 methanol: acetic acid), added in a dropwise manner whilst continuously vortexing. Cells were incubated at room temperature for 5 minutes and centrifuged at 12000 rpm for 2 minutes. The cells were washed twice in fixative (12000 rpm for 2 minutes) before re-suspension in 1 ml fresh fixative. 3 μl of fixed cell suspension was dropped onto a glass slide, air-dried and cell density checked using a phase contrast microscope. Probe mixes were prepared according to manufacturer's instructions and 2 μl added and covered with a coverslip sealed with rubber solution. The slide was placed in a hybridization chamber, heated to 75° C. for 5 minutes and then 37° C. overnight. Cover slips were removed and slides washed in a 0.4×SSC/3% NP40 wash buffer at 72° C. for two minutes and then a 2×SSC/1% NP40 wash buffer at room temperature for two minutes. DAPI mounting medium (Vector Laboratories, Peterborough UK) was applied to the slide, a coverslip attached and the slide analysed using a Zeiss Axio Imager Z2 and Cytovision software from Leica Biosystems. For multi-probe studies, probes to BCR-ABL fusion and deletions of p53 and iso(17)q were custom designed and manufactured (Empire Genomics) with BCR fluorescently labelled in green, ABL in Texas Red, TP53 in Gold and MPO (iso17q) in Aqua. All probes were used following the manufacturer's instructions. Standard BCRABL pattern is R1G1F2. We also observed 2 patterns of atypical BCR-ABL profiles: R1G1F3 and R1G1F1.

Immunophenotypic Analysis of CML Progression from CP to Myeloid BP

[0258] We first compared the size of different immunophenotypic haematopoietic stem and progenitor (HSPC) compartments: HSC (Lin-CD34+CD38-CD90+CD45RA−), MPP (Lin-CD34+CD38−CD90−CD45RA−), LMPP (Lin-CD34+CD38−CD90−CD45RA+), CMP (Lin-CD34+CD38+CD45RA−CD123+), GMP (Lin-CD34+CD38+CD45RA+CD123+) and megakaryocyte-erythroid progenitor (MEP; Lin-CD34+CD38+CD45RA−CD123−) in normal, CP-, accelerated phase (AP)- and myeloid BP-CML (FIG. 1A-E). When compared to normal, CP- and AP-CML (FIG. 1A-C respectively), in myeloid BPCML there are two distinct immunophenotypic patterns: a dominant MPP-like/CMPlike phenotype (FIG. 1D) and a dominant LMPP-like/GMP-like phenotype (FIG. 1E). This results in striking differences in the sizes of cellular sub-compartments within the Lin-CD34+ population between normal, CP-, AP- and myeloid BP-CML (FIG. 2A-B). LMPP-like cells were <0.5% of Lin-CD34+ in normal, CP- and AP-CML, but significantly increased with progression to LMPP-like/GMP-like BP-CML (18.1%, p<0.01). GMP-like cells decreased as disease progressed from normal and CP- to AP-CML (p<0.05), but significantly increased on progression to LMPP-like/GMP-like BP-CML (p<0.05). The MEP fraction was significantly expanded in CP and AP-CML (p<0.01), but significantly decreased on progression to BP-CML (p<0.001) (FIG. 2A-B). In contrast the size of the immunophenotypic HSC compartment remained relatively constant despite disease progression. In myeloid BP samples, with what we have termed an MPP-like/CMP-like profile, the overall percentage of CMP-like and MPP-like cells was not significantly increased.

[0259] In summary, we demonstrate dynamic changes in size of the different immunophenotypic HSPC-like compartments with disease progression in CML and heterogeneity of HSPC-like populations in myeloid BP-CML. As a next step we proceeded to functionally characterize the different HSPC-like compartments in myeloid BP-CML.

LSC Function in Myeloid BP-CML

[0260] To identify which cell compartments contain leukaemia-propagating function, we purified HSPC-like populations from 5 BP-CML patient samples (COL091, COL091R CML371, CML002 and HER002) (FIG. 3A). For patient COL091 two samples were tested, the initial myeloid BP diagnostic sample and a follow-up sample at relapse (COL091R), 9 months after therapy with palliative oral 6-mercaptopurine chemotherapy. Samples were tested for engraftment in primary immunodeficient murine recipients (FIG. 3B). Human myeloid-only leukemic engraftment was detected in 4 of 5 samples (FIG. 3C) by immunophenotype and FISH analysis for leukaemia-associated mutations (see below).

[0261] Two engrafting samples had large MPP-like/CMP-like compartments (COL091, CML371). In samples with expanded MPP-like/CMP-like populations, HSC-like, MPP-like, CMP-like and MEP-like populations reproducibly engrafted.

[0262] Two engrafting samples had expansion of LMPP-like/GMP-like compartments (COL091R, CML002). In both samples, all HSPC-like populations that could be purified engrafted in primary recipient mice (FIG. 3C). Since varying numbers of cells were available and thus injected from each immunophenotypic compartment we considered whether failure to engraft primary recipients could be explained by injection of low cell numbers. In all 4 samples there were examples of engrafting populations (black dots) that had been injected at lower cell numbers compared to non-engrafting populations (white-centred dots) (FIG. 3D). Failure to engraft may have occurred either because: (i) LSC frequency was low in non-engrafting populations; cell numbers did not permit establishing LSC frequencies by limiting dilution analysis, (ii) cell populations were too small to purify (e.g. MEP-like compartment in COL091); (iii) we had insufficient cell numbers to inject into several mice (e.g. GMP-like compartment in CML371).

[0263] For 2 samples (COL091 and CML002), we purified cell populations from primary engrafted subpopulations (FIG. 4A) and analysed engraftment in secondary recipient mice (FIG. 4B). There were two aims of the experiment. First, we wanted to establish if patient HSPC populations could serially engraft leukaemia. For COL091, HSC-like, CMP-like and GMP-like populations serially propagated leukaemia (i.e. had LSC function). For sample CML002, both the LMPP- and GMP-like populations from the patient serially engrafted. Collectively, these data demonstrate multiple LSC populations in myeloid BP-CML.

[0264] Second, we asked if the leukemic HSPC populations were organized in a hierarchical manner akin to the hierarchy seen in normal haemopoiesis. In COL091, the HSC-like population from the patient generated an HSC-like population and downstream progenitor populations (FIG. 4A and B) but only the HSC-like and CMP-like populations from the primary mice engrafted secondary mice. Furthermore, when the CMP-like population from the patient was injected into primary mice, it generated an MPP-like population in addition to CMP-like and GMP-like progenitor-like populations. Both MPP-like and CMP-like populations from primary mice were able to engraft secondary recipients. However, although GMP-like cells from the patient generated CMP- and GMP-like populations, only the GMP-like cells from primary mice were able to engraft secondary mice. From patient CML002 both LMPP-like and GMP-like cells generated both LMPP-like and GMP-like populations in primary mice that could be purified and that were transplantable in secondary recipients. Based on these immunophenotypic analyses of engrafting populations, one interpretation of the data is that the leukaemia is not hierarchically organized.

Analysis of Clonal Evolution in HSPC Populations in BP-CML

[0265] Clonal evolution, often associated with acquisition of additional cytogenetic abnormalities (ACAs) beyond t(9:22), is a marker of disease progression to AP- and BP-CML. Thus, we wanted to understand in which cell compartments ACAs were present in BP-CML by identifying clonal structures in myeloid BP-CML patients. Furthermore, given the multiple LSC populations in BP-CML, we asked if there was a correlation between LSC function and cytogenetic heterogeneity. Finally, we asked how accurately clonal structure in patients was captured in the experimental immunodeficient mouse model.

[0266] Karyotypic analysis of patient cells identified abnormalities in addition to t(9:22) in 4 patient samples (COL091, COL091R, CML371 and CML002) (Table 1). In ¾ cases (COL91, COL091R and CML002) we detected the ACAs by multicolor FISH at a level of >5%. Thus, we examined clonal structure in these cases in all available HSPC-like cell subpopulations from patient samples (FIG. 5A-C i-iii) and engrafted mice (FIG. 6A-C). For some subpopulations, and in some engrafted mice, insufficient cells were available for analysis.

[0267] Table 1 shows a) patient characteristics, and b) detailed cytogenetic analysis for the indicated patients obtained at diagnosis of BP-CML. [0268] a)

TABLE-US-00004 Disease UPN Age Sex WCC (×10.sup.9/L) phase CML264 61 M NK Chronic CML194 40 F 150 Chronic CML109 56 F NK Chronic CML259 NK NK NK Chronic CML110 46 F NK Chronic CML111 35 F NK Chronic CML373 42 F 382 Chronic CML339 26 F 295 Chronic CML294 38 F 294 Chronic CML273 50 F 308 Chronic CML340 NK NK NK Chronic CML341 48 M 231 Chronic CML332 54 F 132 Chronic CML343 39 M  48 Chronic CML347 27 F 386 Chronic CML112 32 M >100  Accelerated CML185 46 M >100  Accelerates CML239 62 M NK Accelerated CML415 71 F 135 Accelarated CML001 NK F NK Myeloid Blast CML002 65 M NK Myeloid Blasi CML371 40 M  51 Myeloid Blast COL091 78 M NK Myeloid Blast COL091R 78 M NK Myeloid Blast HER002 65 F NK Myeloid Blast LIV1723 36 F NK Myelosd Blast LIV1724 33 M NK Myeloid Blast LIV2616 43 F NK Myeloid Blast LIV2225 65 F NK Myeloid Blast LIV2397 42 M NK Myeloid Blast

TABLE-US-00005 Patient Karyotype COL091 46, XY t(9; 22) (q34; q11), del(16) (q22q23) [8], 46, XY t(9; 22) (q34; q11), del(16) (q22q23), i(17) (?q10) [2] COL091R 46, XY t(9; 22) (q34; q11), del(16) (q22), i(17) (q10) [4] CML371 46, XY t(9; 22) (q34; q11) [39]/ 46, idem, del(7)(p11)[5]/46, XY[6] CML002 46, XY, t(9; 22) (q34; q11)[15] 46, idem, del(17)(p1?3) [15]

[0269] Taking data from all three patient samples and engrafted mice together, the following points emerge. First, in all three patients the ACAs involved heterozygous loss of chromosome 17p (detected with a TP53 probe) and in 2/3 cases isochromosome 17%, consistent with previous data showing chromosome 17 aberrations are common in CML clonal evolution. Second, in all three cases, ACAs are detected in multiple immunophenotypic compartments regardless of which immunophenotypic compartments are expanded (FIG. 5A-Ci-iii). Third, in all three cases there were differences in clonal composition of cells in the patient and in the mice. For example, in the patient sample COL091, all three clones in patient cells had a standard BCRABL FISH signal (standard BCR-ABL, standard BCR-ABL plus 17p13 loss and standard BCR-ABL plus 17p13 loss with isochromosome 17q) (FIG. 51B). In contrast, in secondary transplanted mice, clones with an aberrant BCR-ABL signal were detected (FIG. 6B). In one of these mice the aberrant BCR-ABL clones comprised 90% of engrafted cells. In the relapsed sample COL091R, there was evidence of clones in the transplanted mice not detected in the patient sample (FIG. 6C).

[0270] We have fully characterized the leukaemia stem and progenitor cell populations in myeloid BP-CML. We demonstrated that in myeloid BP-CML the sizes of the immunophenotypic stem/progenitor compartments are heterogeneous and often show expanded progenitor populations. Serial transplantation indicated that LSCs can reside in any of the immunophenotypically-defined HSPC populations. Concordantly, we showed that ACAs are also present in the multiple immunophenotypic HSPC-like populations with LSC potential.

[0271] In summary, our examples conclusively showed that functional LSCs reside in multiple immunophenotypically distinct HSPC populations in myeloid BP-CML. This is associated with clonal evolution in all HSPC compartments, including the HSC-like populations.

Example 2

Identification of Differentially Expressed Genes in CMPs, MPPs, LMPPs, and GMPs Preparation RNA-Sequencing Libraries

[0272] ˜100 highly purified haematopoietic stem and progenitor cell (HSPC) populations from bone marrow samples obtained from healthy and leukaemic donors were sorted directly into lysis buffer containing RNAse inhibitor (Clontech St Germain-en-Laye France) and were stored at −80° C. before further processing. cDNA synthesis was done with Smarter Ultra low input RNA kit vi (Clontech). Illumina libraries were generated using a Nextera XT DNA sample preparation kit and Index Kit (Illumina Chesterford UK). Library size and quality were checked using Agilent High-Sensitivity DNA chip with Agilent Bioanalyser (Agilent Technologies Stockport UK). The concentration of indexed libraries was determined using a Qubit High-Sensitivity DNA kit (Invitrogen Loughborough, UK). Libraries were pooled to a final concentration of 5-14 nM and were sequenced on an Illumina HiSeq 4000 paired-end 75-bp reads.

Bioinformatic Analysis

[0273] For quality control, raw reads were assessed using Fastqc. Reads were trimmed using Trimmomatic for Nextera transposase sequences and over-represented sequences. Pseodoalignment was then carried out using Kallisto and coding genes were quantified. Generated counts tables were then processed in DESeq2. Lowly expressed genes (with fewer than 5 counts across all samples) were removed and VST normalisation used.

MPP, CMP, GMP & LMPP Cell Surface Markers

[0274] To detect differentially expressed genes in a population a Wald test was used, comparing the population of interest to all other HSPC populations. Significantly upregulated genes were identified using a p-adjusted value of less than 0.05. These genes were filtered for cell surface markers using the human surfaceome described by Prof. Terence Rabbitts (http://www.imm.ox.ac.uk/complete-surfaceome-spreadheets).

[0275] Genes associated with the membrane and with a gold or silver ranking were taken forward as cell surface markers of interest.

[0276] Expression data heat maps for each of the cell types compared to progenitor cells and HSCs are shown in FIGS. 7-10.

[0277] Results are indicated in the table below together with Log 2 fold change:

TABLE-US-00006 Log2 Fold P Adjusted Cell Type Gene Change Value < 0.05 CMP MS4A2 3.67732121 5.43E−07 MPP MLNR 2.637313759 0.006348268 TIGIT 2.618617415 0.013352476 CNGA1 2.365903308 0.023538679 LMPP MME 2.996524856 9.71E−05 GMP SIRPB2 4.612995245 5.94E−12 PRRG4 2.157661029 1.24E−05 VSTM4 1.2431042 0.001337256 TMEM107 1.412986069 0.006136896 NETO2 1.978572835 0.006455439 CSF1R 2.60699985 0.014350009 ADRB2 2.640170514 0.015261082 TLR2 2.57433613 0.015582145 FUT4 2.22526366 0.015675858 MGST1 1.809926672 0.02335672  CSF3R 2.122162444 0.027773312 HLA-B 1.189178651 0.028663457 ITGA10 1.570139712 0.030416667 SLC26A8 1.484785137 0.031823301 SIRPB1 1.656054158 0.034538793 RAET1E 1.805128796 0.036933704 ST3GAL6 1.708125795 0.046048877 LAMP1 1.270162443 0.046552655 LGALS1 2.293728743 0.048539636 ILDR1 1.709756893 0.048539636

LSC Cell Surface Markers

[0278] To detect differentially expressed genes in leukaemic samples a Wald test was used, comparing the normal (non-AML) LMPP and GMP with the leukaemic LMPP and GMP. Significantly upregulated genes were identified using a p-adjusted value of less than 0.05. These genes were filtered for cell surface markers as described above.

[0279] Results for the expression analysis in leukaemic LMPPs and GMPs are provided below:

TABLE-US-00007 Log2 Fold P Adjusted Gene Change Value < 0.05 MME −3.2649 6.53E−12 IFITM1 2.791351 8.30E−07 CMTM6 1.681428 1.95E−06 CD55 1.885661 5.65E−06 SLC35F5 1.654947 5.93E−06 CNTNAP2 −1.79013 9.33E−06 PIGO −2.12866 2.63E−05 SHH −3.1853 2.77E−05 AQP11 3.059803 4.49E−05 PCDHB9 1.283279 7.89E−05 RHOA 1.085482 0.000108 TMEM231 −1.79578 0.000119 SAMD8 1.865806 0.00018 ABCA13 −2.17155 0.00019 TAPT1 1.656336 0.000339 NFASC −0.94015 0.000529 LEPROT 1.581665 0.000531 MCOLN2 −1.57306 0.000556 IL6ST 2.314336 0.000567 EMP3 1.664649 0.000988 CD83 2.133856 0.001057 LPAR6 2.683808 0.001064 PIEZO2 2.461111 0.001372 DERL1 0.958172 0.001398 IL1RAP 1.978059 0.001677 LPAR4 2.597562 0.001794 SERPINE2 −2.04617 0.001929 PKN2 1.063161 0.002199 VAMP2 0.984519 0.002342 TMCO3 1.125892 0.002733 VAMP7 1.383903 0.002959 PTPRC 1.277407 0.003545 TFRC 1.521823 0.004709 ILDR1 −1.64782 0.005209 PDIA3 1.248449 0.006379 AIMP1 0.785261 0.006997 GPR63 −1.43823 0.00715 CCR7 −2.4021 0.007367 ATG9B −2.19614 0.008306 SLC9B1 1.863979 0.00832 CD99 1.247244 0.008614 LRP1 −1.27428 0.0096 UBR4 0.602577 0.00976 ATP6AP2 0.706512 0.011494 TEX10 1.007287 0.011865 CNGB1 1.14078 0.013097 SPN −0.92855 0.014206 PILRB −1.41094 0.014775 JAM2 −1.7028 0.014854 PDGFA 1.755207 0.014927 CD46 0.761361 0.016004 NDUFB1 −0.82098 0.019129 GYPE −2.25737 0.020455 SLC12A8 1.261887 0.022333 SLC2A14 1.485765 0.023896 RNF19B 1.704733 0.023992 SPCS1 0.715126 0.026233 SLC35F6 −1.26606 0.027562 CD36 1.787822 0.027672 ITM2B 0.883228 0.030193 GLG1 −1.20068 0.031632 SMIM24 −0.96097 0.032408 TMEM50A 0.717638 0.033782 HSPA5 1.404673 0.035466 ITGAX 1.336632 0.036142 SLC24A2 −0.76929 0.036328 SLC2A3 1.571859 0.038215 RAB11FIP3 −1.54185 0.039326 IL18R1 1.839034 0.04168 CCDC47 1.107439 0.043935 FZD4 0.893479 0.044161 SHISA9 0.559108 0.044648 SORCS1 1.904703 0.045901 CLIC4 1.359124 0.046657

[0280] Fold changes of less than 0 indicate reduced expression (downregulation) when compared to the non-leukaemic (e.g. non-LSC) reference standard. Fold changes of more than 0 indicate increased expression (upregulation) when compared to the non-leukaemic (e.g. non-LSC) reference standard.

[0281] A heat map is provided in FIG. 11 showing expression data.

[0282] All publications mentioned in the above specification are herein incorporated by reference. Various modifications and variations of the described methods and system of the present invention will be apparent to those skilled in the art without departing from the scope and spirit of the present invention. Although the present invention has been described in connection with specific preferred embodiments, it should be understood that the invention as claimed should not be unduly limited to such specific embodiments. Indeed, various modifications of the described modes for carrying out the invention which are obvious to those skilled in biochemistry and biotechnology or related fields are intended to be within the scope of the following claims.