INTEGRIN ALPHA V AS A PROTEIN MARKER FOR DIAGNOSING PROSTATE CANCER
20210011020 ยท 2021-01-14
Assignee
Inventors
- Marina Yurievna Zemskova (Pushchino, RU)
- Varlam Borisovich Keshelava (Moscow, RU)
- Konstatin Sergeevich Sorokin (Korolev, RU)
Cpc classification
G01N2333/70546
PHYSICS
G16B40/10
PHYSICS
A61P35/00
HUMAN NECESSITIES
International classification
G01N33/50
PHYSICS
G16B40/10
PHYSICS
Abstract
The invention relates to the field of biology and medicine, specifically to oncology, and can be used for diagnosing prostate cancer. For this purpose, use is made of a novel prostate cancer marker, which can be identified in the urine of a patient and constitutes of integrin-alpha V level or a fragment thereof. A method of diagnosing prostate cancer, comprising identifying integrin-alpha V in the urine of a patient, and a kit for carrying out the diagnosis, comprising at least one antibody specific to integrin-alpha V, or a functional fragment thereof, are also proposed. The invention makes it possible to carry out a non-invasive diagnosis of prostate cancer using a simple, sensitive and reliable method, which can be used under standard clinical laboratory conditions in inpatient or outpatient medical institutions.
Claims
1. A noninvasive method for distinguishing prostate cancer from non-cancer in a human subject, comprising: obtaining a sample of a first portion of a morning urine from the subject; determining a level of integrin alpha V or its fragments in said sample; comparing said level with a reference value, obtained from urine samples collected from non-cancer subjects and processed in essentially the same way as the subject's sample; predicting a presence of prostate cancer in said subject when said level is lower than said reference value; predicting an absence of prostate cancer in said subject when said level is higher than said reference value.
2. The noninvasive method according to claim 1, wherein the level of integrin alpha V or its fragments was determined in the first portion of the morning urine from the subject without additional processing of said first portion.
3. The noninvasive method according to claim 1, wherein the level of integrin alpha V or its fragments is determined by an enzyme-linked immunosorbent assay.
4. The noninvasive method according to claim 3, wherein the first portion comprises between 25-30 ml of the first morning urine.
5. The noninvasive method according to claim 4, wherein the human subject is a subject who was never treated for prostate cancer.
6. The noninvasive method according to claim 5, wherein the human subject is a Caucasian and the reference value is 8 ng/ml.
7. The noninvasive method according to claim 5, wherein sensitivity and specificity for distinguishing prostate cancer from non-cancer are both greater than 90%.
8. The noninvasive method according to claim 1, wherein the level of integrin alpha V is determined as a level of an individual subunit or as a level of one of the integrin heterodimers selected from the following group: v1, v3, v5, v6, v8.
9. A method for treating prostate cancer in a human subject, comprising: obtaining a sample of a first portion of a morning urine from the subject; determining a level of integrin alpha V or its fragments in said sample; comparing said level with a reference value, obtained from urine samples collected from non-cancer subjects and processed in essentially the same way as the subject's sample; when said level is less than said reference value, referring said subject to one or more additional methods for prostate cancer verification or classification; treating the subject by one or more available methods based on the verification or classification outcome.
10. The method for treating prostate cancer according to claim 9, wherein determining the level of integrin alpha V or its fragments in the sample occurs without lysis or fractionation of extracellular vesicles from said sample.
11. The method for treating prostate cancer according to claim 10, wherein the level of integrin alpha V or its fragments is determined by an enzyme-linked immunosorbent assay.
12. The method for treating prostate cancer according to claim 11, wherein the first portion comprises between 25-30 ml of the first morning urine.
13. The method for treating prostate cancer according to claim 12, wherein the human subject is a subject who was never treated for prostate cancer.
14. The method for treating prostate cancer according to claim 13, wherein the human subject is a Caucasian and the reference value is 8 ng/ml.
Description
BRIEF DESCRIPTION OF THE DRAWINGS
[0036]
[0037]
[0038]
[0039]
[0040]
[0041]
[0042]
DETAILED DISCRIPTION OF THE INVENTION
[0043] For better understanding of this invention, some terms used herein are set forth below. In the description of this invention, the terms include and including are deemed as meaning includes, among other things. These terms are not intended to be interpreted as consists only of.
[0044] The term PC refers to prostate cancer, BPH refers to benign prostate formations (adenoma, prostatitis) and normal samples refers to samples obtained from individuals over 50 years old without pathologies of the prostate gland.
[0045] The term whole urine refers to urine samples that are not subjected to any processing, or soluble samples obtained after a low-speed centrifugation, filtration, or other procedures that allow the separation of soluble urine components from the insoluble fraction.
[0046] Marker or biomarker, unless otherwise specified, in the present description mean the following: integrin alpha V (identification number UniProtKB P06756-1; HGNC: 6150; Entrez Gene: 3685; Ensembl: ENSG00000138448; OMIM: 193210) and its isoforms (P06756-2; P06756-3). Integrin alpha V (other names V, CD51, MSK8, vitronectin receptor (VNR)) is a membrane protein, a glycoprotein from the integrins superfamily, the ITGaV gene product located on the 2nd chromosome at position 2q31-q32.
[0047] Integrin alpha V consists of 1048 amino acids. The mature integrin alpha V molecule is a glycoprotein with a length of 1018 amino acids (see SEQ ID NO: 1), the molecular weight of the protein portion is 116.0 kDa.
[0048] A mature integrin alpha V molecule forms a heterodimeric complex with beta-1, beta-3, beta-5, beta-6 or beta-8 integrins. The alpha V integrins are receptors for a number of ligands, recognizing the sequence of arginine-glycine-aspartate (R-G-D). Integrins with the alpha V subunit are involved in many processes of embryo development, in angiogenesis and osteoporosis.
[0049] Where reference is made herein to a particular biomarker name or sequence, such as a reference sequence or a Sequence ID NO, this applies to all Sequence ID NOs and any of the integrin alpha V sequences provided below, unless otherwise apparent.
[0050] Preferably, the fragment comprises at least 80% sequence homology to the reference sequence (e.g. HGNC: 6150; Entrez Gene: 3685; Ensembl: ENSG00000138448; OMIM: 193210; UniProtKB: P06756), more preferably 85%, more preferably 90%, more preferably 95%, more preferably 97%, more preferably 99% and most preferably 99.9% sequence homology to the reference sequence, or as close thereto as appropriate. Suitable methods for establishing sequence homology include the BLAST programme.
[0051] Preferably, the fragment comprises at least four consecutive amino acids from the reference sequence, more preferably at least 5, more preferably at least 6, more preferably at least 7, more preferably at least 8 consecutive amino acids from the reference sequence, although longer fragments at least 10, 15, 20, 25, 30, 40, 50, 60, 80, 100 and up to at least 200 amino acids are also preferred. Fragments also include truncated peptides that have x amino acids deleted from the N-terminus and/or C-terminus. In such truncations, x may be 1 or more (ie. 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 15, 20, 30, 40, 50, 60, 70, 80, 90, 100 or more), but preferably less than 150.
[0052] As used herein, the term antibody refers to a whole immunoglobulin or its fragment, for example, of the Fab type or (Fab) 2, which retains antigen-binding activity. It may be a naturally occurring antibody or an antibody obtained by immunization (including, for example, a chimeric antibody or a humanized antibody) or a recombinant antibody constructed using genetic engineering techniques.
[0053] In the present description, an antibody or its fragment means an antibody that specifically binds to alpha V integrin or its fragment and does not possess cross-specificity to other proteins (peptides, their fragments) of urine, i.e. is an antibody that has (significantly) greater affinity for integrin alpha V or its fragment than for other proteins (peptides, their fragments) of urine.
[0054] In the diagnostic kit of the present invention, antibodies that can be obtained from commercial suppliers can be used, or these antibodies can be obtained by the above or other means.
[0055] Without further clarification, it is assumed that on the basis of the above description, an ordinary specialist qualified in this field is able to apply the present invention in its entirety. The following options are illustrative only. They in no way limit the disclosure of the present invention. All cited publications are included as references.
[0056] The possibility of an objective manifestation of the technical result when using the invention is confirmed by reliable data given in the examples containing experimental information obtained in the process of conducting research according to the methods adopted in this field. The invention is illustrated by figures.
[0057] In medical practice, an analysis based on the identification of tissue-specific markers of the disease is commonly used. This is determined by the fact that only such marker can indicate the development disease in a given organ/tissue. Consequently, biological specificity relates to an ability to bind results of the analysis to a specific organ and a specific disease. Only a biologically specific analysis makes it possible to identify the disease under investigation in a specific organ.
[0058] But the problem of biological specificity is particularly arising during an analysis of blood. This is due to the fact that the circulatory system is common to all internal organs. Accordingly, in a blood test a measured marker must be specific for the disease (so that it is this disease that can be identified) and specific for the organ (so that the organ affected by this disease can be identified).
[0059] More than 95% of human prostatic cancers are adenocarcinomas that arise from the epithelial cells that line glands and ducts of the prostate. Consequently, most research on PC has examined changes occurring in the prostatic epithelial cells as they progress from normal to malignant carcinoma cells. However, a growing body of evidence suggests that as a carcinoma develops, changes also occur in the stromal compartment associated with the tumor, and those changes in the tumor microenvironment contribute to tumor progression. Much of the tumor stroma consists of cancer-associated fibroblasts (CAFs) that express a set of proteins distinct from normal fibroblasts and prostatic epithelial cells (Webber J. P., et al., Prostate stromal cell proteomics analysis discriminates normal from tumour reactive stromal phenotypes (Oncotarget, Vol. 7, No. 15 Feb. 25, 2016)). Phenotypically, CAFs closely resemble myofibroblasts exhibiting increased levels of specific marker expression and growth factors when compared to normal prostate fibroblasts. It can be summarized that fibroblasts a) are normal components of numerous tissues, b) during oncogenic tissue degeneration, neighboring fibroblasts demonstrate the properties of myofibroblasts (Kalluri, R., The biology and function of fibroblasts in cancer. Nature Reviews Cancer, volume 16, pages 582-598 (2016)). This statement was the basis of serendipitous hypothesis.
[0060] The original working hypothesis was that the tumor markers should not originate explicitly from tumor cells but can also belong to associated myofibroblasts. Oncogenic specificity of the myofibroblast markers lies in the heart of the present invention.
[0061] Based on this hypothesis several markers were selected, characterized by the greatest changes. Following the preliminary analysis of their behavior in clinical specimens, the protein ITGaV was selected.
[0062] It should be noted that ITGaV, as a marker of the fibroblast/CAF transformation, if detected in blood would lack organ specificity, and thus information about localization of the tumor would be missing. However, in the claimed method, it is urine, not blood, that is analyzed, and it provides a necessary organ specificity.
[0063] To sum it up, in the present invention, it was unexpectedly discovered that the quantitative content (level) of integrin alpha V in whole urine correlates with PC, which allows it to be used as a biomarker for the diagnosis of PC, and also made it possible to develop a new method for the diagnosis of PC on the basis of this new biomarker. Quantitative determination of integrin alpha V in whole urine allows non-invasive diagnosis of the disease, and a simple analysis technique allows the proposed method to be used in a standard clinical laboratory of hospitals or medical institutions.
[0064] There are well established rules for preparing an urine sample for conventional tests. According to recommendations posted on MedlinePlus, an online curated information service produced by the United States National Library of Medicine (https://medlineplus.gov/encv/article/007487.htm): [0065] before collection, subject should not eat food that can affect the color of urine (beets, carrots, bright berries); [0066] the sample collection container must be sterile, free from traces of cleaning and disinfecting agents. Nowadays, disposable containers are mainly used for these purposes; [0067] urine samples collected for general analysis should be stored for no more than 1.5-2 hours, and always in a cool place, at a temperature of 5-18 C.; [0068] to prevent bacteria from external genital organs from getting into the sample, one need to release a small amount of urine into the toilet, and then, without stopping urination, substitute the container and collect 100-150 ml.
[0069] Based on the anatomy of the male urogenital system, prior knowledge and medical practice, the first portion of urine is contaminated with prostate fluids and has to be discarded and not processed for conventional analyses. But urine samples collected by the traditional methods are barely informative and could not provide an adequate data about a presence of prostate cancer in a human subject.
[0070] According to the present invention, however, the first portion of urine samples is critical for providing the most informative biomaterial for the method. This is because the first portion of urine contains a washout of secretions of the prostate gland of a subject to the urethral canal (
First Portion Significance
[0071] The following examples are given to illustrate the method according to the present invention and should not be construed as in any way limiting the scope of the invention.
[0072] Following out hypothesis, both full portion of an urine sample and a middle portion of an urine sample in the absence of the separated first portion are not useful. Therefore, it is crucial for the invention implementation to obtain the first portion of a urine sample, separated from the rest of the sample. To study changes in the composition of urine during urination, the authors developed the device shown in
[0073] The contact urinal receiver of the device shown in
[0074] In the method according the invention the most informative data about integrin alpha V levels can be obtained from urine samples gathered either in the morning after sleep (preferentially first morning urine), or after a long (not less than 4 hours) abstention from urination, or 5-10 minutes after sexual stimulation for at least 4-5 minutes, or after a prostate massage. However, the most practical way (and psychologically the most acceptable by subjects) is a collection of the first morning urine, therefore, the data presented in this application were obtained this way.
[0075]
Method Description
[0076] The invention also covers all kinds of kits and methods for diagnosing prostate cancer. Such kits may include antibodies against integrin alpha V or its fragments, which can be detected both as the individual subunit and/or as a part of heterodimers, such as heterodimeric complexes with beta-1, beta-3, beta-5, beta-6, and/or beta 8. According to the invention any antibody or its fragment, that specifically bind to alpha V integrin and are not cross-specific to other urine peptides can be used. Such antibodies may include, but are not limited to, any antibody/antibody fragments against integrin alpha V known in the prior art (for example, Polyclonal Antibody to Integrin Alpha V (ITGaV) http://www.elabscience.com/Manual/Antibody/EN/ENT2365.pdf, http://cloud-clone.com/products/PAB282Hu01.html, http://www.genetex.com/Integrin-alpha-5-antibody-C-term-GTX81964.html, Monoclonal Antibody to Integrin Alpha V (ITGaV) http://www.abcam.com/integrin-alpha-5-antibody-epr7854-ab150361.html, http://www.sigmaaldrich.com/catalog/product/mm/mabt207, http://cloud-clone.com/products/MAB282Hu22.html, http://www.antibodies-online.com/abstract/Integrin+alpha+V+(ITGAV)+Antibody/) and new, previously unknown antibodies/antibody fragments, including antibodies (or antibody fragments), modified to increase their affinity by known methods, which can be obtained using known methods, such as an immunization method (including, for example, chimeric antibodies or humanized antibodies) or a method for producing recombinant antibodies constructed with using genetic engineering techniques.
[0077] The diagnostic kit includes at least one antibody/antibody fragment, specifically binding to integrin alpha V (for example, either immobilized on a substrate, or in a lyophilized form, or as an aqueous solution) and one or more reagents necessary for diagnostic analysis. If an anti-integrin alpha V antibody is labeled with an enzyme, the kit may include substrates and cofactors required for the enzyme activity detection (for example, a precursor substrate that provides a detectable chromophore or fluorophore). In addition, other additives may be included in the kit, such as stabilizers, buffers (for example, blocking buffer) and others. In certain realizations an anti-integrin alpha V antibody included in the diagnostic kit is immobilized on a solid surface or a granular material (for example, a glass slide or plastic plate or a diagnostic strip, etc.). The relative amounts of different reagents can vary widely to ensure concentrations of reagents in the solution that can optimize sensitivity of the assay. In a specific realization an antibody and one or more reagents may be provided (individually or jointly) in the form of dry powders, usually lyophilized, including excipients, which will produce a reagent solution having a suitable concentration if dissolved.
[0078] In some realizations, a set for the diagnosis of PC may be a test system of arbitrary design, for example, diagnostic strips, an array, such as a protein microarray (https://en.wikipedia.org/wiki/Protein_microarray), a chip, etc., or a set of reagents for use in manual or automated analysis, or with a partially automatic/fully automatic/robotic analyzer. The reagent kit may also include an IVD device, such as a plate, with immobilized antibodies, which allows for conducting a solid phase ELISA or any other assay with a sensitivity of at least 0.2 ng/ml.
[0079] In some realizations of the invention other known from the prior art clinical, laboratory and/or instrumental methods of prostate gland examination may additionally be applied.
[0080] In some realizations of the invention, the integrin alpha V biomarker can be used in the diagnosis of PC in combination with another biomarkers that together might improve the quality or accuracy of the diagnosis. These biomarkers include, but are not limited to prostate-specific antigen, PCA3, TMPRSS2:ERG, PSCA (prostate stem cell antigen), AMCAR, and/or others.
Implementation of the Invention
[0081] Example 1. Diagnosis of PC can be carried out by any method of analysis that is able to determine the level of integrin alpha V in the patient's urine. In one particular case, the diagnosis was carried out as follows: [0082] a. about 30 ml of the first portion of morning urine was taken from a subject; [0083] b. the urine sample was clarified by centrifugation for 15 minutes at a speed of 2,000 rpm (filtration through membranes with a pore size of 0.22-0.45 nm or any other available method can be used to separate the soluble fraction of urine proteins from the insoluble sediment), and the sediment was discarded; [0084] c. the level of integrin alpha V was determined in this particular case by ELISA using commercially available kit SEB282Hu 96 Tests. Enzyme-linked Immunosorbent Assay Kit for Integrin Alpha V (ITGaV) from Cloud-Clone Corp. (http://cloud-clone.com/products/SEB282Hu.html), by strictly following the instructions (http://cloud-clone.com/manual/ELISA-Kit-for-Integrin-Alpha-V-(ITGaV)-SEB282Hu.pdf).
[0085] Briefly: [0086] a. 25 l. of urine diluted to 100 l was introduced into a well of a 96-well plate with immobilized antibodies; [0087] b. incubated for 1.5 hours at 37 C.; [0088] c. the liquid was removed and 100 l of the detection reagent A were added; [0089] d. incubated for 1.5 hours at 37 C.; [0090] e. the liquid was removed and the well was washed 3 times with the washing solution. After each wash, the liquid was carefully removed by shaking out on a filter paper; [0091] f. 100 l of the detection reagent B were added; [0092] g. the plate was incubated for 0.5 hours at 37 C.; [0093] h. the liquid was removed, and the well was washed 5 times with the washing solution. After each wash, the liquid was carefully removed by shaking out on a filter paper; [0094] i. 90 l of TMB substrate were added; [0095] j. incubated for 20 min at 37 C.; [0096] k. 50 l of the stop reagent were added; [0097] l. the absorbance was measured immediately photometrically at 450 nm. To determine the level of ITGaV in each experimental urine sample according to the manufacturer's instructions, a calibration curve obtained from a separate measurement of various dilutions of a standard provided in a kit was used.
[0098] At the same time, an increase in the accuracy of analysis and reproducibility of results can be obtained in two ways: [0099] a. due to control of the process of collecting urine: one needs exactly 25-30 ml of the first portion of morning urine without prostate massage; [0100] b. collecting 25-30 ml of the first portion of urine after a prostate massage. [0101] Urine can be stored at +4 C. for a day and for 2-3 weeks at 18 C. [0102] In some cases, it is also advisable to repeat the analysis.
[0103]
[0104] The graph of
[0105] As follows from the obtained data the reference value of integrin alpha V concentration in the urine may be established: above this value the patient may be healthy or have prostatic hyperplasia (prostatitis/adenoma); the level of integrin alpha V below this value indicates high probability of PC and should lead to an additional examination of a subject, for example, by means of biopsy and histological analysis.
[0106] Example 2. To obtain statistically reliable results, 111 men over 50 years old were examined. After obtaining an informed consent from subjects, the first portion of morning urine samples and necessary information were collected by qualified medical personnel and provided for analysis in an encrypted form (the Identifier column in the Table 1). After that, most of the subjects underwent diagnosis by biopsy (urine samples were obtained before taking the biopsy).
[0107] Further, the following data is shown in the Table 1. Raw experimental data (dilution 1:4).
TABLE-US-00001 TABLE 1 Raw experimental data (dilution 1:4) PSA PSA Diagnosis ITGVA Data of level analysis prostate cancer Diagnostic dil 1:4 Number Identifier analysis Age ng/ml data Normal BPH Glisson score data Treated ng/ml 1 U-7 14.07.2016 80 56.6 12.07.2016 T3bN0M0G8 23.11.2012 4.287556 2 U-4 14.07.2016 68 11 12.07.2016 cT2cN0m0G6(3 + 3) 11.07.2016
2.925622 3 U-1 14.07.2016 65 8.6 12.07.2016 cT2aN0M0 11.07.2016
0.750336 4 U-5 14.07.2016 66 15.6 12.07.2016 cT2bN0M0 11.07.2016
1.220712 5 U-2 14.07.2016 66 1.49 13.07.2016 cT2cN0M0 2014r
0.4017 6 U-6 14.07.2016 65 9.47 14.07.2016 T2N0M0 13.07.2016 4.933964 7 U-8 25.07.2016 76 23 15.07.2016 cT3bN0M0 15.07.2016 1.221289 8 U-3 14.07.2016 75 1.47 15.05.2016 x 14.07.2016 0.5044 9 U-9 15.07.2016 58 1.1 16.07.2016 x 14.07.2016 7.932052 10 U-10 16.07.2016 58 1.1 17.07.2016 x 14.07.2016 6.102131 11 U-11 18.07.2016 65 20 17.05.2016 (3 + 4); cT2aN0M0 15.07.2016
1.050467 12 U-12 19.07.2016 63 0.9 19.07.2016
18.07.2016
2.774741 13 U18 19.07.2016 53 2.24 19.07.2016 x 18.07.2016 11.13399 14 U-14 19.07.2016 64 20.65 18.07.2016 (3 + 4); T3bN0M0 18.07.2016
0.449944 15 U-19 19.07.2016 65 5.43 18.07.2016 (4 + 3); T2aN0M0 18.07.2016
0.220954 16 U-20 21.07.2016 58 10.89 19.07.2016 (3 + 3)T2cN0M0 19.07.2016
1.407548 17 U-15 26.07.2016 51 1.04 26.07.2016 x 25.07.2016 11.47849 18 U-16 26.07.2016 66 1.19 26.07.2016 x 25.07.2016 18.93675 19 U-21 28.07.2016 54 0.94 27.07.2016 x 26.07.2016 5.559008 20 U-22 28.07.2016 63 1.57 27.07.2016 x 26.07.2016 7.459038 21 U-24 28.07.2016 58 2.93 28.01.2016 x 26.07.2016 2.110146 22 U-25 28.07.2016 53 9 16.04.2016 (3 + 3) T2N0M0 26.07.2016
0.519852 23 U-23 29.07.2016 66 48.4 16.06.2016 (4 + 3) T2cN0M0 28.07.2016
0.232748 24 U-17 02.08.2016 56 2.33 01.08.2016 x 01.08.2016 1.520042 25 U-26 02.08.2016 79 3.2 21.07.2016 x 01.08.2016 0.191947 26 U-29 02.08.2016 68 4.09 28.07.2016 x 01.08.2016 0.732251 27 U-30 02.08.2016 68 3.29 06.05.2016 x 01.08.2016 3.427777 28 U-27 02.08.2016 70 0.89 13.06.2016 (3 + 3) T2bN0M0 25.03.2015
1.198927 29 U-28 03.08.2016 69 28.6 28.07.2016 (3 + 4) cT2cN0M0 02.08.2016
0.529526 30 U-13 05.08.2016 56 1.6 12.07.2016 x 04.08.2016 1.678438 31 U-31 23.08.2016 62 9.3 12.07.2016 (4 + 4)cT3bN0M0 22.08.2016
32 U-32 24.08.2016 7 6.4 19.08.2016 (4 + 5)cT3bN1M1b
33 U-33 24.08.2016 65 24 08.07.2016 (3 + 4)cT2cN0M0 23.08.2016
5.024719 34 U-34 29.08.2016 61 3.12 26.08.2016 x 22.08.2016 18.93675 35 U-35 30.08.2016 65 6.18 22.07.2016 x c 2005 4.12272 36 U-43 +/
31.08.2016 85 8.2 08.08.2016 x 26.07.2016 11.41518 37 U-44 +/
31.08.2016 59 0.92 26.08.2016 x 26.08.2016 8.778977
indicates data missing or illegible when filed
[0108] To clean up the data, we excluded from further analysis those patients who had previously undergone any anti-cancer treatment procedures. After cleaning the data from the information on treated patients, all other data were summarized in a single diagram presented in
[0109] The chart demonstrates significant difference between the level of ITGaV in the urine of healthy patients/patients with BPH and from the patients diagnosed with PC.
Statistical Characteristics of the Diagnostic Test
[0110] The most important characteristics of the diagnostic method include: [0111] i. Sensitivity (Se), [0112] ii. Specificity (Sp).
[0113] Sensitivity (Se)defined as the proportion of correct results about the presence of the disease among all patients who have a reliable diagnosis. Sensitivity shows the proportion of patients with the disease that will receive the correct result (diagnosis) based on the claimed method. To determine sensitivity, results of the developed method were compared with the results of another method adopted as the gold standard, biopsy data (histology) or other data. The data of the gold standard or biopsy was a criterion for determining the actual presence or absence of the disease.
[0114] Se was determined by the formula:
[0118] In the claimed method based on data from Example 2:
Se=43/47100%=91.5% 1.
[0119] Specificity of the method (Sp) characterizes the ability of the diagnostic method not to give false-positive results. Sp is defined as the proportion of negative results among healthy individuals in the group studied and is determined by the formula:
[0123] In the claimed method based on data from Example 2:
[0124] The big set of the main statistical indicators of the proposed invention were obtained using the freely distributed Diagnostic Utility Statistics software by Marley W.
[0125] Watkins, created to calculate the effectiveness of diagnostic solutions:
TABLE-US-00002 Sensitivity (true positive rate) 0.9149 Specificity (true negative rate) 0.9143 False Positive Rate 0.0857 False Negative Rate 0.0851 Positive Predictive Power 0.8776 Proportion Misleading Positives 0.1224 Incremental Validity of Positive Test Diagnoses. +0.4758 Quality of the Positive Predictive Power +0.7953 Negative Predictive Power 0.9412 Proportion Misleading Negatives 0.0588 Incremental Validity of Negative Test Diagnoses. +0.3429 Quality of the Negative Predictive Power +0.8536 Odds Ratio +114.67 Likelihood Ratio(+) +10.674 Likelihood Ratio() +0.0931 Diagnostic Odds Ratio +114.67 Prevalence (base rate) 0.4017 Error rate 0.0855 Observed Agreement (hit rate/accuracy) 0.9145 Chance Agreement 0.5160 Kappa +0.8234 Standard Error of Kappa .0924 Z +8.9122 P .0000 G +0.8291 Phi coefficient +0.8239 Absolute Risk Reduction (ARR) 0.8187 Youden's J Index 0.8187 Number Needed to Treat 1 Conditional Probabilities Disorder Present Given Positive Test (PPP) 0.8776 Disorder Present Given Negative Test .0588 Disorder Absent Given Positive Test 0.1224 Disorder Absent Given Negative Test (NPP) 0.9412 Positive Test Given Disorder Present (Sen) 0.9149 Positive Test Given Disorder Absent (FPR) 0.0857 Negative Test Given Disorder Present (FNR) 0.0851 Negative Test Given Disorder Absent (Spc) 0.9143
[0126] The presented data indicate that integrin alpha V can be used as a new biomarker for the diagnosis of prostate cancer, and its determination in the urine can be used for non-invasive diagnosis of prostate cancer, as well as for developing a simple, sensitive, reliable method suitable for clinical laboratory for diagnosis of prostate cancer. The proposed diagnostic method can be used for population surveys, monitoring of risk groups, monitoring of relapses, monitoring the progress of the disease, monitoring of therapy.
[0127] Although the invention has been described with a reference to the disclosed embodiments, it should be obvious to those skilled in the art that the specific experiments described in detail are given only for the purpose of illustrating the present invention and should not be construed as limiting the scope of the invention in any way. It should be clear that it is possible to implement various modifications without departing from the gist of the present invention.