Cargando…

Integrated RNA and metabolite profiling of urine liquid biopsies for prostate cancer biomarker discovery

Sensitive and specific diagnostic and prognostic biomarkers for prostate cancer (PCa) are urgently needed. Urine samples are a non-invasive means to obtain abundant and readily accessible “liquid biopsies”. Herein we used urine liquid biopsies to identify and characterize a novel group of urine-enri...

Descripción completa

Detalles Bibliográficos
Autores principales: Lee, Bongyong, Mahmud, Iqbal, Marchica, John, Dereziński, Paweł, Qi, Feng, Wang, Fubo, Joshi, Piyush, Valerio, Felipe, Rivera, Inoel, Patel, Vipul, Pavlovich, Christian P., Garrett, Timothy. J., Schroth, Gary P., Sun, Yinghao, Perera, Ranjan J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7048821/
https://www.ncbi.nlm.nih.gov/pubmed/32111915
http://dx.doi.org/10.1038/s41598-020-60616-z
_version_ 1783502342278086656
author Lee, Bongyong
Mahmud, Iqbal
Marchica, John
Dereziński, Paweł
Qi, Feng
Wang, Fubo
Joshi, Piyush
Valerio, Felipe
Rivera, Inoel
Patel, Vipul
Pavlovich, Christian P.
Garrett, Timothy. J.
Schroth, Gary P.
Sun, Yinghao
Perera, Ranjan J.
author_facet Lee, Bongyong
Mahmud, Iqbal
Marchica, John
Dereziński, Paweł
Qi, Feng
Wang, Fubo
Joshi, Piyush
Valerio, Felipe
Rivera, Inoel
Patel, Vipul
Pavlovich, Christian P.
Garrett, Timothy. J.
Schroth, Gary P.
Sun, Yinghao
Perera, Ranjan J.
author_sort Lee, Bongyong
collection PubMed
description Sensitive and specific diagnostic and prognostic biomarkers for prostate cancer (PCa) are urgently needed. Urine samples are a non-invasive means to obtain abundant and readily accessible “liquid biopsies”. Herein we used urine liquid biopsies to identify and characterize a novel group of urine-enriched RNAs and metabolites in patients with PCa and normal individuals with or without benign prostatic disease. Differentially expressed RNAs were identified in urine samples by deep sequencing and metabolites in urine were measured by mass spectrometry. mRNA and metabolite profiles were distinct in patients with benign and malignant disease. Integrated analysis of urinary gene expression and metabolite signatures unveiled an aberrant glutamate metabolism and tricarboxylic acid (TCA) cycle node in prostate cancer-derived cells. Functional validation supported a role for glutamate metabolism and glutamate oxaloacetate transaminase 1 (GOT1)-dependent redox balance in PCa, which could be exploited for novel biomarkers and therapies. In this study, we discovered cancer-specific changes in urinary RNAs and metabolites, paving the way for the development of sensitive and specific urinary PCa diagnostic biomarkers either alone or in combination. Our methodology was based on single void urine samples (i.e., without prostatic massage). The integrated analysis of metabolomic and transcriptomic data from these liquid biopsies revealed a glutamate metabolism and tricarboxylic acid cycle node that was specific to prostate-derived cancer cells and cancer-specific metabolic changes in urine.
format Online
Article
Text
id pubmed-7048821
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher Nature Publishing Group UK
record_format MEDLINE/PubMed
spelling pubmed-70488212020-03-06 Integrated RNA and metabolite profiling of urine liquid biopsies for prostate cancer biomarker discovery Lee, Bongyong Mahmud, Iqbal Marchica, John Dereziński, Paweł Qi, Feng Wang, Fubo Joshi, Piyush Valerio, Felipe Rivera, Inoel Patel, Vipul Pavlovich, Christian P. Garrett, Timothy. J. Schroth, Gary P. Sun, Yinghao Perera, Ranjan J. Sci Rep Article Sensitive and specific diagnostic and prognostic biomarkers for prostate cancer (PCa) are urgently needed. Urine samples are a non-invasive means to obtain abundant and readily accessible “liquid biopsies”. Herein we used urine liquid biopsies to identify and characterize a novel group of urine-enriched RNAs and metabolites in patients with PCa and normal individuals with or without benign prostatic disease. Differentially expressed RNAs were identified in urine samples by deep sequencing and metabolites in urine were measured by mass spectrometry. mRNA and metabolite profiles were distinct in patients with benign and malignant disease. Integrated analysis of urinary gene expression and metabolite signatures unveiled an aberrant glutamate metabolism and tricarboxylic acid (TCA) cycle node in prostate cancer-derived cells. Functional validation supported a role for glutamate metabolism and glutamate oxaloacetate transaminase 1 (GOT1)-dependent redox balance in PCa, which could be exploited for novel biomarkers and therapies. In this study, we discovered cancer-specific changes in urinary RNAs and metabolites, paving the way for the development of sensitive and specific urinary PCa diagnostic biomarkers either alone or in combination. Our methodology was based on single void urine samples (i.e., without prostatic massage). The integrated analysis of metabolomic and transcriptomic data from these liquid biopsies revealed a glutamate metabolism and tricarboxylic acid cycle node that was specific to prostate-derived cancer cells and cancer-specific metabolic changes in urine. Nature Publishing Group UK 2020-02-28 /pmc/articles/PMC7048821/ /pubmed/32111915 http://dx.doi.org/10.1038/s41598-020-60616-z Text en © The Author(s) 2020 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Lee, Bongyong
Mahmud, Iqbal
Marchica, John
Dereziński, Paweł
Qi, Feng
Wang, Fubo
Joshi, Piyush
Valerio, Felipe
Rivera, Inoel
Patel, Vipul
Pavlovich, Christian P.
Garrett, Timothy. J.
Schroth, Gary P.
Sun, Yinghao
Perera, Ranjan J.
Integrated RNA and metabolite profiling of urine liquid biopsies for prostate cancer biomarker discovery
title Integrated RNA and metabolite profiling of urine liquid biopsies for prostate cancer biomarker discovery
title_full Integrated RNA and metabolite profiling of urine liquid biopsies for prostate cancer biomarker discovery
title_fullStr Integrated RNA and metabolite profiling of urine liquid biopsies for prostate cancer biomarker discovery
title_full_unstemmed Integrated RNA and metabolite profiling of urine liquid biopsies for prostate cancer biomarker discovery
title_short Integrated RNA and metabolite profiling of urine liquid biopsies for prostate cancer biomarker discovery
title_sort integrated rna and metabolite profiling of urine liquid biopsies for prostate cancer biomarker discovery
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7048821/
https://www.ncbi.nlm.nih.gov/pubmed/32111915
http://dx.doi.org/10.1038/s41598-020-60616-z
work_keys_str_mv AT leebongyong integratedrnaandmetaboliteprofilingofurineliquidbiopsiesforprostatecancerbiomarkerdiscovery
AT mahmudiqbal integratedrnaandmetaboliteprofilingofurineliquidbiopsiesforprostatecancerbiomarkerdiscovery
AT marchicajohn integratedrnaandmetaboliteprofilingofurineliquidbiopsiesforprostatecancerbiomarkerdiscovery
AT derezinskipaweł integratedrnaandmetaboliteprofilingofurineliquidbiopsiesforprostatecancerbiomarkerdiscovery
AT qifeng integratedrnaandmetaboliteprofilingofurineliquidbiopsiesforprostatecancerbiomarkerdiscovery
AT wangfubo integratedrnaandmetaboliteprofilingofurineliquidbiopsiesforprostatecancerbiomarkerdiscovery
AT joshipiyush integratedrnaandmetaboliteprofilingofurineliquidbiopsiesforprostatecancerbiomarkerdiscovery
AT valeriofelipe integratedrnaandmetaboliteprofilingofurineliquidbiopsiesforprostatecancerbiomarkerdiscovery
AT riverainoel integratedrnaandmetaboliteprofilingofurineliquidbiopsiesforprostatecancerbiomarkerdiscovery
AT patelvipul integratedrnaandmetaboliteprofilingofurineliquidbiopsiesforprostatecancerbiomarkerdiscovery
AT pavlovichchristianp integratedrnaandmetaboliteprofilingofurineliquidbiopsiesforprostatecancerbiomarkerdiscovery
AT garretttimothyj integratedrnaandmetaboliteprofilingofurineliquidbiopsiesforprostatecancerbiomarkerdiscovery
AT schrothgaryp integratedrnaandmetaboliteprofilingofurineliquidbiopsiesforprostatecancerbiomarkerdiscovery
AT sunyinghao integratedrnaandmetaboliteprofilingofurineliquidbiopsiesforprostatecancerbiomarkerdiscovery
AT pereraranjanj integratedrnaandmetaboliteprofilingofurineliquidbiopsiesforprostatecancerbiomarkerdiscovery