COMBINED EXPRESSION PATTERN OF SATB FAMILY CHROMATIN ORGANIZERS AS IMPROVED BIOMARKER TOOL FOR CANCER PROGNOSIS
20210262041 · 2021-08-26
Inventors
Cpc classification
C12Q2600/112
CHEMISTRY; METALLURGY
G01N2800/52
PHYSICS
International classification
Abstract
The present invention provides an in-vitro process for profiling a combined expression pattern of SATB (special AT-rich sequence-binding protein-1) family chromatin organizers i.e. SATB-1 and SATB-2 as a biomarker tool for cancer prognosis to assess cancer aggressiveness and it progression in an array of cancer types. The combined expression pattern of SATB is established by the method of Kaplan Meier survival analysis of a dataset of patients from a plurality of cancer types. Further, the present invention provides a prognostic kit to evaluate the progression of cancer by using the combined expression pattern of SATB-1 and SATB-2 as a biomarker tool for cancer prognosis.
Claims
1. An in-vitro method for evaluating the progression and aggressiveness of cancer in a subject, characterized by evaluating the combined expression levels of SATB-1 and SATB-2 (Special AT-rich Sequence-Binding Protein) chromatin organizers which comprises; i. culturing tumorigenic cell cultures isolated from a primary tumor tissue, and ii. evaluating the combined expression pattern of SATB-1 and SATB-2 chromatin organizers in the said cultures by RNA isolation and sequencing and quantitative RT-PCR.
2. The in-vitro method as claimed in claim 1, wherein tumorigenic cell are cultured as 3D spheroid cultures.
3. The in-vitro method as claimed in claim 1, wherein the combined expression levels of STAB-1 and SATB-2 is evaluated for cancers selected from the group comprising cervical squamous cell carcinoma, sarcoma, stomach adenocarcinoma, urothelial bladder carcinoma, colon adenocarcinoma (COAD), rectal adenocarcinoma (READ), lung squamous cell carcinoma, uterine corpus endometrial carcinoma and liver hepatocellular carcinoma, acute myeloid leukaemia, low-grade glioma, pancreatic adenocarcinoma and skin Cutaneous Melanoma
4. The in-vitro method as claimed in claim 3, wherein evaluating the combined expression pattern of STAB-1 and SATB-2 is selected from the group comprising; (i) combined increased expression of SATB1 and SATB2 correlates with poor patient survival for cervical squamous cell carcinoma, sarcoma and stomach adenocarcinoma; (ii) increased SATB1 expression with decreased SATB2 correlates with poor patient survival for urothelial bladder carcinoma, colon adenocarcinoma (COAD), rectal adenocarcinoma (READ), lung squamous cell carcinoma, uterine corpus endometrial carcinoma and liver hepatocellular carcinoma; and (iii) increased expression of SATB2 and decreased expression of SATB1 correlates with poor patient survival for acute myeloid leukaemia, low-grade glioma, pancreatic adenocarcinoma and Skin Cutaneous Melanoma.
5. The in-vitro method as claimed in claim 1, wherein the combined expression pattern of STAB-1 and SATB-2 family chromatin organizers towards cancer prognosis is established by a process comprising; (a) performing Kaplan Meier survival analysis of TCGA (The Cancer Genome Atlas) dataset of patients from a plurality of cancer types, and (b) comparing patient survival data to gene expression obtained through RNA sequencing of tumor samples of plurality of cancer types from TCGA to evaluate the significance of SATB1 and SATB2 chromatin organizers towards cancer prognosis.
6. An in-vitro method for evaluating the progression and aggressiveness of colorectal cancer/colon adenocarcinoma/Rectal adenocarcinoma as claimed in claim 1 in a subject characterized by evaluating the combined expression patterns of SATB (Special AT-rich Sequence-Binding Protein) chromatin organizers, i.e., SATB-1 and SATB-2, which comprises; (i) culturing tumorigenic cell cultures isolated from a primary tumor tissue, and (ii) evaluating the combined expression levels of SATB-1 and SATB-2 chromatin organizers in the said cultures by RNA isolation and sequencing and quantitative RT-PCR; wherein the combined expression pattern of SATB indicates that an increase in SATB-1 expression with a decrease in SATB-2 expression in a tumorigenic cell cultured as a 3D spheroid culminates in poor patient survival in a subject diagnosed with colorectal cancer/colon adenocarcinoma/Rectal adenocarcinoma.
7. A prognostic kit for evaluating the progression and aggressiveness of a cancer type in a subject diagnosed with cancer comprising; (i) a healthy cell culture as a negative control (ii) a tumorigenic cell culture specific to the cancer type as a positive control; (iii) tools for performing RNA isolation, sequencing and RT-PCR; and (iv) a chart stating the combined expression patterns of SATB1 and SATB2 specific to a cancer type indicating; (a) a combined increased expression of SATB1 and SATB2 correlates with poor patient survival for cervical squamous cell carcinoma, sarcoma and stomach adenocarcinoma; (b) an increased SATB1 expression with decreased SATB2 correlates with poor patient survival for urothelial bladder carcinoma, colon adenocarcinoma (COAD), rectal adenocarcinoma (READ), lung squamous cell carcinoma, uterine corpus endometrial carcinoma and liver hepatocellular carcinoma; and (c) an increased expression of SATB2 and decreased expression of SATB1 correlates with poor patient survival for acute myeloid leukaemia, low-grade glioma, pancreatic adenocarcinoma and Skin Cutaneous Melanoma.
Description
DETAILED DESCRIPTION OF DRAWINGS
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DETAILED DESCRIPTION OF THE INVENTION
[0040] The invention will now be described in detail in connection with certain preferred and optional embodiments, so that various aspects thereof may be more fully understood and appreciated.
[0041] Aberrant expression of SATB family chromatin organizers and its association with an array of cancer types suggest its involvement in modulation of higher-order chromatin organization leading to carcinogenesis. SATB proteins provide structural network to regulate an array of genes hence its aberrant expression might lead to accumulation of molecular events culminating in tumorigenesis.
[0042] In a preferred embodiment, the present invention provides an in-vitro method for evaluating the progression and aggressiveness of cancer in a subject characterized by evaluating the combined expression patterns of SATB (Special AT-rich Sequence-Binding Protein) chromatin organizers, i.e., SATB-1 and SATB-2, which comprises; [0043] (i) culturing tumorigenic cell cultures isolated from a primary tumor tissue, and [0044] (ii) evaluating the combined expression levels of SATB-1 and SATB-2 chromatin organizers in the said cultures by RNA isolation and sequencing, quantitative RT-PCR, immunohistochemistry and immunoblotting.
[0045] The techniques of RNA isolation and sequencing, quantitative RT-PCR, immunohistochemistry and immunoblotting are well-established in the art and can be accordingly performed.
[0046] The present method provides for evaluating the progression and aggressiveness of cancer in cancer cell types selected from the group comprising urothelial bladder carcinoma, cervical squamous cell carcinoma, glioblastoma, kidney renal clear cell carcinoma, kidney renal papillary cell carcinoma, kidney renal papillary cell carcinoma, acute myeloid leukemia, low-grade glioma, liver hepatocellular carcinoma, lung adenocarcinoma, lung squamous cell carcinoma, ovarian cancer, pancreatic adenocarcinoma, sarcoma, skin cutaneous melanoma, stomach adenocarcinoma, uterine corpus endometrial carcinoma, colon adenocarcinoma, rectal adenocarcinoma and breast invasive carcinoma.
[0047] In an embodiment, the present invention provides a process for establishing the dual expression pattern of SATB family chromatin organizers towards cancer prognosis in an array of cancers from patient survival data, the said process comprising; [0048] (a) performing Kaplan Meier survival analysis of TCGA (The Cancer Genome Atlas) dataset of patients from a plurality of cancer types comparing patient survival data to gene expression of primary tumors obtained through RNA sequencing analysis of TCGA dataset. [0049] (b) correlating gene expression of SATB-1 and SATB-2 chromatin organizers obtained through RNA sequencing in step (a) to evaluate its significance towards cancer prognosis.
[0050] The first step involves performing Kaplan Meier survival analysis of correlation of expression of t SATB1 and SATB2 family chromatin organizers with patient survival for an array of tumor types. To evaluate association of SATB chromatin organizer expression within a tumour with the patient survival in an array of tumor types, TCGA data was used. Survival analysis was performed of TCGA dataset of patients from 14 cancer types in which gene expression obtained through RNA sequencing was correlated with patient survival data to evaluate significance of the two members of the SATB family chromatin organizers towards cancer prognosis. Patients were sorted based on gene expression (read counts of RSEM RNAseqV2 normalized) from highest to least. Top 15-25% and bottom 15-25% patients based on SATB1 expression were characterized as SATB1″ and SATB1.sup.low, similarly patients were sorted based on gene expression profiles as SATB2.sup.hi and SATB2.sup.low. Statistical significance was calculated using logrank p-value≤0.05 considered as significant. However, those cancer types with lower patient numbers were considered for survival analysis (p value≤0.1) if they followed a survival/trend since increase in number of patients would lead to improve significance of the study. Survival studies clearly revealed that SATB chromatin organizers exhibit dynamic expression pattern, tissue specific regulation and are determinant of patient survival.
[0051] The cancer cell types analyzed to establish the dual expression pattern of SATB family chromatin organizers are selected from the group comprising urothelial bladder carcinoma, cervical squamous cell carcinoma, glioblastoma, kidney renal clear cell carcinoma, kidney renal papillary cell carcinoma, kidney renal papillary cell carcinoma, acute myeloid leukemia, low-grade glioma, liver hepatocellular carcinoma, lung adenocarcinoma, lung squamous cell carcinoma, ovarian cancer, pancreatic adenocarcinoma, sarcoma, skin cutaneous melanoma, stomach adenocarcinoma, uterine corpus endometrial carcinoma, colon adenocarcinoma, rectal adenocarcinoma and breast invasive carcinoma.
[0052] In one preferred embodiment, the present invention provides correlations between the status of expression of both SATB1 and SATB2 and the cancer type which serves as a highly reliable prognostic marker as established by the Kaplan Meier analysis based on patient survival data.
[0053] The present invention provides comparing the expression patterns with a chart indicating the expression levels of SATB-1 and SATB-2 chromatin organizers in a plurality of cancer cell types, the said chart comprising; [0054] i. Increased combined expression of SATB1 and SATB2 correlates with poor patient survival for cervical squamous cell carcinoma, sarcoma and stomach adenocarcinoma; [0055] ii. Increased SATB1 expression with decreased SATB2 culminates in poor patient survival for urothelial bladder carcinoma colon adenocarcinoma (COAD), rectal adenocarcinoma (READ), lung squamous cell carcinoma, uterine corpus endometrial carcinoma and liver hepatocellular carcinoma; and [0056] iii. Increased expression of SATB2 and decreased expression of SATB1 in case of acute myeloid leukaemia, low-grade glioma, skin cutaneous melanoma and pancreatic adenocarcinoma, were determinant of poor patient survival. (
[0057] In another embodiment, the present invention provides an increased combined expression of SATB-1 and SATB-2 in a tumor sample compared to a healthy tissue which correlates with poor patient survival for cervical squamous cell carcinoma, sarcoma and stomach adenocarcinoma.
[0058] In yet another embodiment, the present invention provides an increased SATB1 expression with decreased SATB2 in a tumor sample compared to a healthy tissue which correlates with poor patient survival for urothelial bladder carcinoma colon adenocarcinoma (COAD), rectal adenocarcinoma (READ), lung squamous cell carcinoma, uterine corpus endometrial carcinoma and liver hepatocellular carcinoma
[0059] In one more embodiment, the present invention provides an increased expression of SATB2 and decreased expression of SATB1 in a tumor sample compared to a healthy tissue which correlates with poor patient survival for acute myeloid leukaemia, low-grade glioma, skin cutaneous melanoma and pancreatic adenocarcinoma.
[0060] Accordingly, the said chart indicating the combined expression levels of SATB1 and SATB2 in plurality of cancer cell types is defined in
[0061] In another preferred embodiment, the present invention provides functional significance associated with expression of SATB family chromatin organizers in terms of tumor regenerative potential.
[0062] The present invention provides the use of an in-vitro method for evaluating the progression and aggressiveness in cancer types selected from the group comprising urothelial bladder carcinoma, cervical squamous cell carcinoma, glioblastoma, kidney renal clear cell carcinoma, kidney renal papillary cell carcinoma, kidney renal papillary cell carcinoma, acute myeloid leukemia, low-grade glioma, liver hepatocellular carcinoma, lung adenocarcinoma, lung squamous cell carcinoma, ovarian cancer, pancreatic adenocarcinoma, sarcoma, skin cutaneous melanoma, stomach adenocarcinoma, uterine corpus endometrial carcinoma, colon adenocarcinoma, rectal adenocarcinoma and breast invasive carcinoma, wherein, on determining the combined expression pattern of SATB-1 and SATB-2 in tumorigenic cells isolated from a primary tumor tissue of a subject/patient diagnosed with cancer, the risk of the subject or patient is inferred as follows;. [0063] (i) Increased combined expression of SATB1 and SATB2 correlates with poor patient survival for cervical squamous cell carcinoma, sarcoma and stomach adenocarcinoma; [0064] (ii) Increased SATB1 expression with decreased SATB2 culminates in poor patient survival for urothelial bladder carcinoma colon adenocarcinoma (COAD), rectal adenocarcinoma (READ), lung squamous cell carcinoma, uterine corpus endometrial carcinoma and liver hepatocellular carcinoma; and [0065] (iii) Increased expression of SATB2 and decreased expression of SATB1 in case of acute myeloid leukaemia, low-grade glioma, skin cutaneous melanoma and pancreatic adenocarcinoma, were determinant of poor patient survival.
[0066] In one preferred embodiment, the present invention provides an in-vitro method for evaluating the progression and aggressiveness of colorectal cancer/colon adenocarcinoma/Rectal adenocarcinoma in a subject, characterized by evaluating the combined expression patterns of SATB (Special AT-rich Sequence-Binding Protein) chromatin organizers, i.e., SATB-1 and SATB-2, which comprises; [0067] (i) culturing tumorigenic cell cultures isolated from a primary tumor tissue, and [0068] (ii) evaluating the combined expression levels of SATB-1 and SATB-2 chromatin organizers in the said cultures by RNA isolation and sequencing, quantitative RT-PCR, immunohistochemistry and immunoblotting;
[0069] wherein the combined expression pattern of SATB indicates that an increase in SATB-1 expression with a decrease in SATB-2 expression in a tumorigenic cell cultured as a 3D spheroid culminates in poor patient survival in a subject diagnosed with colorectal cancer/colon adenocarcinoma/Rectal adenocarcinoma.
[0070]
[0071] Accordingly, the present invention provides a process for profiling combined expression pattern of SATB (special AT-rich sequence-binding protein) family chromatin organizers i.e. SATB-1 and SATB-2 as a biomarker tool for cancer prognosis comprising with a proof of principle based on functional assay of in-vitro studies; [0072] (a) constructing 3D and 2D cultures from cancer cell lines and [0073] (b) Profiling gene expression pattern of SATB family chromatin organizers using quantitative RT-PCR in the said cancer cell line generated spheroids (3D culture) and cell lines (2D culture).
[0074] In this context, spheroids (3D cultures) from colorectal cancer cell lines were generated which are established functional models to study regenerative cells and the expression of SATB1 and SATB2 across the 3D cultures was evaluated. Spheroids essentially comprise functional isolation of tumor initiating cells (TICs) or regenerative cells which relies on diverse characteristics such as anchorage independent growth, chemoresistance, self-renewal, asymmetric division, and pluripotency. Spheroids mirror the 3D cellular context and relevant pathophysiological gradients of in vivo tumors. Hence, spheroid (3D) is an appropriate in vitro model system to evaluate cancer aggressiveness.
[0075] It was observed that SATB1 was up-regulated in spheroid cultures and down-regulated in cell lines on the other hand SATB2 was down-regulated in 3D vs 2D cultures. This suggests that there exists a balance between expression of SATB chromatin organizers which governs intratumoral cellular and molecular functions.
[0076] In another preferred embodiment, the present invention provides a kit for evaluating the progression of cancer in a subject by estimating the dual expression pattern of SATB family chromatin organizers towards cancer prognosis comprising a chart indicating the expression levels of SATB-1 and SATB-2 chromatin organizers in a plurality of cancer cell types.
[0077] The prognostic kit of the present invention for evaluating the progression and aggressiveness of a cancer type to predict the survival in a subject diagnosed with cancer comprises; [0078] (i) a healthy cell culture as a negative control [0079] (ii) a tumorigenic cell culture specific to the cancer type as a positive control; [0080] (iii) tools for performing RNA isolation, sequencing and RT-PCR; and [0081] (iv) a chart stating the combined expression patterns of SATB1 and SATB2 specific to a cancer type indicating; [0082] (a) a combined increased expression of SATB1 and SATB2 correlates with poor patient survival for cervical squamous cell carcinoma, sarcoma and stomach adenocarcinoma; [0083] (b) an increased SATB1 expression with decreased SATB2 correlates with poor patient survival for urothelial bladder carcinoma, colon adenocarcinoma (COAD), rectal adenocarcinoma (READ), lung squamous cell carcinoma, uterine corpus endometrial carcinoma and liver hepatocellular carcinoma; and [0084] (c) an increased expression of SATB2 and decreased expression of SATB1 correlates with poor patient survival for acute myeloid leukaemia, low-grade glioma, pancreatic adenocarcinoma and Skin Cutaneous Melanoma.
[0085] In keeping with the aforesaid embodiment and the present in-vitro process, the present invention provides a healthy cell culture (negative control) and a tumorigenic cell line (positive control) that is specific to the cancer type which is to be evaluated in a patient for its aggressiveness and progression. Alternatively, the present in-vitro process can be done by directly using patient derived tissues, i.e. biopsy samples. The stages of RNA isolation and sequencing are performed according to the methods known in the art and can be performed by one skilled in the art. On determining the expression of SATB-1 and SATB-2 in a test sample, the expression pattern vis-à-vis the chart depicting the said patterns is analysed for patient survival.
[0086] Therefore, the present process indicating the combined expression pattern of SATB1 and SATB2 provides improved insights towards understanding tumour progression and therefore establishes it as a reliable prognostic marker.
[0087] The following examples are given by way of illustration of the present invention and therefore should not be construed to limit the scope of the present invention.
Example 1: SATB Chromatin Organizers as Biomarkers for Cancer Prognosis
[0088] Survival analysis revealed that higher expression of both SATB1 and SATB2 was strongly correlated with poor patient survival for cervical squamous cell carcinoma, sarcoma and stomach adenocarcinoma. Correlation of SATB1 is linked with aggressiveness in case of stomach adenocarcinoma and cervical squamous cell carcinoma by Wang et al Jpn J Clin Oncol. 2015 and Hedner et al Virchows Arch. 2014, however none of these studies had reported association of SATB2. These findings are in agreement with respect to earlier reports for sarcoma by Wang et al Tumour Biol. 2015; Zhang et al Mol Cell Biochem. 2013 and Liu et al Mol Cell Biochem. 2017 wherein expression of SATB1 and SATB2 was individually correlated to tumor aggressiveness in independent studies.
[0089] SATB1 expression correlated negatively with SATB2 which culminates in poor patient survival for colon adenocarcinoma (COAD), rectal adenocarcinoma (READ), lung squamous cell carcinoma, uterine corpus endometrial carcinoma and liver hepatocellular carcinoma (Summarized in Table 1), which is speculated in case of earlier two cancer types by Brocato et al. (Carcinogenesis, 2015) and Tsuji et al. (Cancer Res. 2009), whereas the correlation with latter types is novel. Survival analysis revealed that in case of acute myeloid leukemia, low-grade glioma, urothelial bladder carcinoma and pancreatic adenocarcinoma higher expression of SATB2 and lower expression of SATB1 were determinant of poor patient survival (
Example 2: SATB Family Chromatin Organizers Exhibit Dynamic Regulation in Colorectal Cancer
[0090] Source of Biological Material:
[0091] HCT116, HCT15 cell lines were procured from European Collection of Cell Cultures (ECACC, SIGMA, St Loius, USA) and HT29 cell line was procured from American Type Culture Collection (ATCC, Manssas, Va., USA). SATB (Special AT-rich binding protein) family proteins have emerged as key regulators that integrate higher-order chromatin organization with regulation of gene expression. Recent studies have demonstrated that both SATB1 and SATB2 are instrumental for cancer progression. However, none of studies till date have performed extensive characterization of both members of SATB family chromatin organizers in terms of their role in colorectal cancer aggressiveness.
[0092] To evaluate regulation of SATB chromatin organizers in terms of regenerative potential 3D spheroid cultures from colorectal cancer cell lines (
[0093] Further, to understand the function the expression of pluripotency markers (Nanog, Klf4, Oct4, Sox2) and differentiation markers (CK20 and cyclinE1) across spheroid and corresponding 2D cell line cultures was evaluated. Spheroids represent the cellular fraction involved in self-renewal hence exhibited upregulation of all the pluripotency markers and correspondingly downregulation of differentiation markers as compared to respective cell lines (
[0094] This example clearly denotes distinct functions governed by the two members of the SATB family of chromatin organizers involved in colorectal cancer progression.
[0095] Advantages of Invention: [0096] The present invention provides a dynamic balance between expression patterns of SATB family chromatin organizers, which is tumor type specific and serves as determinant of survival of the cancer patient. [0097] The present cancer tissue specific regulation of SATB family chromatin organizers serves as a precise biomarker for cancer prognosis. [0098] Improved assessment of cancer aggressiveness.