Periprostatic fat tissue transcriptome reveals a signature diagnostic for high-risk prostate cancer. Issue 5 (May 2018)
- Record Type:
- Journal Article
- Title:
- Periprostatic fat tissue transcriptome reveals a signature diagnostic for high-risk prostate cancer. Issue 5 (May 2018)
- Main Title:
- Periprostatic fat tissue transcriptome reveals a signature diagnostic for high-risk prostate cancer
- Authors:
- Mangiola, Stefano
Stuchbery, Ryan
Macintyre, Geoff
Clarkson, Michael J
Peters, Justin S
Costello, Anthony J
Hovens, Christopher M
Corcoran, Niall M - Abstract:
- Abstract : Evidence suggests that altered adipose tissue homeostasis may be an important contributor to the development and/or progression of prostate cancer. In this study, we investigated the adipose transcriptional profiles of low- and high-risk disease to determine both prognostic potential and possible biological drivers of aggressive disease. RNA was extracted from periprostatic adipose tissue from patients categorised as having prostate cancer with either a low or high risk of progression based on tumour characteristics at prostatectomy and profiled by RNA sequencing. The expression of selected genes was then quantified by qRT-PCR in a cross-validation cohort. In the first phase, a total of 677 differentially transcribed genes were identified, from which a subset of 14 genes was shortlisted. In the second phase, a 3 gene ( IGHA1, OLFM4, RERGL ) signature was refined and evaluated using recursive feature selection and cross-validation, obtaining a promising discriminatory utility (area under curve 0.72) at predicting the presence of high-risk disease. Genes implicated in immune and/or inflammatory responses predominated. Periprostatic adipose tissue from patients with high-risk prostate cancer has a distinct transcriptional signature that may be useful for detecting its occult presence. Differential expression appears to be driven by a local immune/inflammatory reaction to more advanced tumours, than any specific adipose tissue-specific tumour-promoting mechanism. ThisAbstract : Evidence suggests that altered adipose tissue homeostasis may be an important contributor to the development and/or progression of prostate cancer. In this study, we investigated the adipose transcriptional profiles of low- and high-risk disease to determine both prognostic potential and possible biological drivers of aggressive disease. RNA was extracted from periprostatic adipose tissue from patients categorised as having prostate cancer with either a low or high risk of progression based on tumour characteristics at prostatectomy and profiled by RNA sequencing. The expression of selected genes was then quantified by qRT-PCR in a cross-validation cohort. In the first phase, a total of 677 differentially transcribed genes were identified, from which a subset of 14 genes was shortlisted. In the second phase, a 3 gene ( IGHA1, OLFM4, RERGL ) signature was refined and evaluated using recursive feature selection and cross-validation, obtaining a promising discriminatory utility (area under curve 0.72) at predicting the presence of high-risk disease. Genes implicated in immune and/or inflammatory responses predominated. Periprostatic adipose tissue from patients with high-risk prostate cancer has a distinct transcriptional signature that may be useful for detecting its occult presence. Differential expression appears to be driven by a local immune/inflammatory reaction to more advanced tumours, than any specific adipose tissue-specific tumour-promoting mechanism. This signature is transferable into a clinically usable PCR-based assay, which in a cross-validation cohort shows diagnostic potential. … (more)
- Is Part Of:
- Endocrine-related cancer. Volume 25:Issue 5(2018)
- Journal:
- Endocrine-related cancer
- Issue:
- Volume 25:Issue 5(2018)
- Issue Display:
- Volume 25, Issue 5 (2018)
- Year:
- 2018
- Volume:
- 25
- Issue:
- 5
- Issue Sort Value:
- 2018-0025-0005-0000
- Page Start:
- 569
- Page End:
- 581
- Publication Date:
- 2018-05
- Subjects:
- prostate -- periprostatic adipose -- diagnostics
Endocrine glands -- Cancer -- Periodicals
Endocrinology -- Periodicals
Cancer -- Endocrine aspects -- Periodicals
616.9944005 - Journal URLs:
- http://www.bioscientifica.com/ ↗
http://erc.endocrinology-journals.org/ ↗ - DOI:
- 10.1530/ERC-18-0058 ↗
- Languages:
- English
- ISSNs:
- 1351-0088
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 6228.xml