MicroRNA signature helps distinguish early from late biochemical failure in prostate cancer

Prostate-specific antigen testing has led to overtreatment of prostate cancer (PCa). Only a small subset of PCa patients will have an aggressive disease that requires intensive therapy, and there is currently no biomarker to predict disease aggressiveness at the time of surgery. MicroRNAs (miRNAs) a...

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Published in:Clinical chemistry (Baltimore, Md.) Vol. 59; no. 11; pp. 1595 - 1603
Main Authors: Lichner, Zsuzsanna, Fendler, Annika, Saleh, Carol, Nasser, Aurfan N, Boles, Dina, Al-Haddad, Sahar, Kupchak, Peter, Dharsee, Moyez, Nuin, Paulo S, Evans, Kenneth R, Jung, Klaus, Stephan, Carsten, Fleshner, Neil E, Yousef, George M
Format: Journal Article
Language:English
Published: England Oxford University Press 01-11-2013
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Abstract Prostate-specific antigen testing has led to overtreatment of prostate cancer (PCa). Only a small subset of PCa patients will have an aggressive disease that requires intensive therapy, and there is currently no biomarker to predict disease aggressiveness at the time of surgery. MicroRNAs (miRNAs) are reported to be involved in PCa pathogenesis. This study involved 105 participants. For the discovery phase, prostatectomy samples were dichotomized to high-risk (n = 27, biochemical failure <36 months after prostatectomy) and low-risk groups (n = 14, ≥ 36 months without biochemical failure). Expression of 754 mature miRNAs was compared between the 2 groups. Linear regression models were built to accurately predict biochemical failure risk. miRNA mimics were transfected into PCa model cell lines to test effects on proliferation and to deduce responding signaling pathways. We identified 25 differentially expressed miRNAs between the biochemical failure risk groups. Based on the expression of 2-3 miRNAs, 3 logistic regression models were developed, each with a high positive predictive value. Candidate miRNAs and the best-performing model were also verified on an independent PCa set. miRNA-152, featured in the models, was further investigated by using cell line models and was shown to affect cell proliferation. Predicted interaction between miR-152 and (mRNA)ERBB3 (erythroblastic leukemia viral oncogene homolog 3) was experimentally validated in vitro. miRNAs can help to predict biochemical failure risk at the time of prostatectomy.
AbstractList PURPOSEProstate-specific antigen testing has led to overtreatment of prostate cancer (PCa). Only a small subset of PCa patients will have an aggressive disease that requires intensive therapy, and there is currently no biomarker to predict disease aggressiveness at the time of surgery. MicroRNAs (miRNAs) are reported to be involved in PCa pathogenesis.METHODSThis study involved 105 participants. For the discovery phase, prostatectomy samples were dichotomized to high-risk (n = 27, biochemical failure <36 months after prostatectomy) and low-risk groups (n = 14, ≥ 36 months without biochemical failure). Expression of 754 mature miRNAs was compared between the 2 groups. Linear regression models were built to accurately predict biochemical failure risk. miRNA mimics were transfected into PCa model cell lines to test effects on proliferation and to deduce responding signaling pathways.RESULTSWe identified 25 differentially expressed miRNAs between the biochemical failure risk groups. Based on the expression of 2-3 miRNAs, 3 logistic regression models were developed, each with a high positive predictive value. Candidate miRNAs and the best-performing model were also verified on an independent PCa set. miRNA-152, featured in the models, was further investigated by using cell line models and was shown to affect cell proliferation. Predicted interaction between miR-152 and (mRNA)ERBB3 (erythroblastic leukemia viral oncogene homolog 3) was experimentally validated in vitro.CONCLUSIONSmiRNAs can help to predict biochemical failure risk at the time of prostatectomy.
Prostate-specific antigen testing has led to overtreatment of prostate cancer (PCa). Only a small subset of PCa patients will have an aggressive disease that requires intensive therapy, and there is currently no biomarker to predict disease aggressiveness at the time of surgery. MicroRNAs (miRNAs) are reported to be involved in PCa pathogenesis. This study involved 105 participants. For the discovery phase, prostatectomy samples were dichotomized to high-risk (n = 27, biochemical failure <36 months after prostatectomy) and low-risk groups (n = 14, ≥ 36 months without biochemical failure). Expression of 754 mature miRNAs was compared between the 2 groups. Linear regression models were built to accurately predict biochemical failure risk. miRNA mimics were transfected into PCa model cell lines to test effects on proliferation and to deduce responding signaling pathways. We identified 25 differentially expressed miRNAs between the biochemical failure risk groups. Based on the expression of 2-3 miRNAs, 3 logistic regression models were developed, each with a high positive predictive value. Candidate miRNAs and the best-performing model were also verified on an independent PCa set. miRNA-152, featured in the models, was further investigated by using cell line models and was shown to affect cell proliferation. Predicted interaction between miR-152 and (mRNA)ERBB3 (erythroblastic leukemia viral oncogene homolog 3) was experimentally validated in vitro. miRNAs can help to predict biochemical failure risk at the time of prostatectomy.
Prostate-specific antigen testing has led to overtreatment of prostate cancer (PCa). Only a small subset of PCa patients will have an aggressive disease that requires intensive therapy, and there is currently no biomarker to predict disease aggressiveness at the time of surgery. MicroRNAs (miRNAs) are reported to be involved in PCa pathogenesis. This study involved 105 participants. For the discovery phase, prostatectomy samples were dichotomized to high-risk (n = 27, biochemical failure <36 months after prostatectomy) and low-risk groups (n = 14, >36 months without biochemical failure). Expression of 754 mature miRNAs was compared between the 2 groups. Finear regression models were built to accurately predict biochemical failure risk. miRNA mimics were transfected into PCa model cell lines to test effects on proliferation and to deduce responding signaling pathways. We identified 25 differentially expressed miRNAs between the biochemical failure risk groups. Based on the expression of 2-3 miRNAs, 3 logistic regression models were developed, each with a high positive predictive value. Candidate miRNAs and the best-performing model were also verified on an independent PCa set. miRNA-152, featured in the models, was further investigated by using cell line models and was shown to affect cell proliferation. Predicted interaction between miR-152 and (mRNA)ERBB3 (erythroblastic leukemia viral oncogene homolog 3) was experimentally validated in vitro. miRNAs can help to predict biochemical failure risk at the time of prostatectomy. [PUBLICATION ABSTRACT]
Author Dharsee, Moyez
Nuin, Paulo S
Kupchak, Peter
Jung, Klaus
Yousef, George M
Al-Haddad, Sahar
Fendler, Annika
Nasser, Aurfan N
Boles, Dina
Fleshner, Neil E
Lichner, Zsuzsanna
Evans, Kenneth R
Stephan, Carsten
Saleh, Carol
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Snippet Prostate-specific antigen testing has led to overtreatment of prostate cancer (PCa). Only a small subset of PCa patients will have an aggressive disease that...
PURPOSEProstate-specific antigen testing has led to overtreatment of prostate cancer (PCa). Only a small subset of PCa patients will have an aggressive disease...
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SubjectTerms Accuracy
Biomarkers
Cell growth
Cell Line, Tumor
Cell Proliferation
Humans
Leukemia
Logistic Models
Male
MicroRNAs
MicroRNAs - analysis
MicroRNAs - metabolism
Neoplasm Recurrence, Local - diagnosis
Neoplasm Recurrence, Local - genetics
Neoplasm Recurrence, Local - metabolism
Pathogenesis
Patients
Prostate cancer
Prostate-Specific Antigen - blood
Prostatectomy
Prostatic Neoplasms - diagnosis
Prostatic Neoplasms - genetics
Prostatic Neoplasms - metabolism
Receptor, ErbB-3 - genetics
Risk Assessment
Surgery
Transcriptome
Title MicroRNA signature helps distinguish early from late biochemical failure in prostate cancer
URI https://www.ncbi.nlm.nih.gov/pubmed/23958847
https://www.proquest.com/docview/1464751850
https://search.proquest.com/docview/1447108610
Volume 59
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