Cargando…

Small RNAs in Seminal Plasma as Novel Biomarkers for Germ Cell Tumors

SIMPLE SUMMARY: Testicular cancer is the most common cancer among young men. It is rarely diagnosed at early stages, being only detected with a highly invasive procedure that presents notable side-effects. Circulating small RNAs have recently been identified as testicular tumor markers, but are unab...

Descripción completa

Detalles Bibliográficos
Autores principales: Mørup, Nina, Stakaitis, Rytis, Golubickaite, Ieva, Riera, Meritxell, Dalgaard, Marlene Danner, Schierup, Mikkel H., Jørgensen, Niels, Daugaard, Gedske, Juul, Anders, Almstrup, Kristian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8152278/
https://www.ncbi.nlm.nih.gov/pubmed/34067956
http://dx.doi.org/10.3390/cancers13102346
_version_ 1783698571555504128
author Mørup, Nina
Stakaitis, Rytis
Golubickaite, Ieva
Riera, Meritxell
Dalgaard, Marlene Danner
Schierup, Mikkel H.
Jørgensen, Niels
Daugaard, Gedske
Juul, Anders
Almstrup, Kristian
author_facet Mørup, Nina
Stakaitis, Rytis
Golubickaite, Ieva
Riera, Meritxell
Dalgaard, Marlene Danner
Schierup, Mikkel H.
Jørgensen, Niels
Daugaard, Gedske
Juul, Anders
Almstrup, Kristian
author_sort Mørup, Nina
collection PubMed
description SIMPLE SUMMARY: Testicular cancer is the most common cancer among young men. It is rarely diagnosed at early stages, being only detected with a highly invasive procedure that presents notable side-effects. Circulating small RNAs have recently been identified as testicular tumor markers, but are unable to diagnose testicular cancer at an early pre-invasive stage. So far, studies have been limited to microRNAs, with other small RNAs remaining unexplored as likely biomarkers. By sequencing all small RNAs in semen samples from men with different stages of testicular cancer and healthy men, we identify signatures predictive of cancer, even at an early stage. Thus, our study provides great potential for non-invasive early diagnosis of testicular cancer. Extensive biological variance in small RNA levels across samples, together with small sample sizes, limit the power to detect single small RNA markers. Hence, larger studies are needed to confirm our findings and deduce their full diagnostic capacity. ABSTRACT: Circulating miRNAs secreted by testicular germ cell tumors (TGCT) show great potential as novel non-invasive biomarkers for diagnosis of TGCT. Seminal plasma (SP) represents a biofluid closer to the primary site. Here, we investigate whether small RNAs in SP can be used to diagnose men with TGCTs or the precursor lesions, germ cell neoplasia in situ (GCNIS). Small RNAs isolated from SP from men with TGCTs (n = 18), GCNIS-only (n = 5), and controls (n = 25) were sequenced. SP from men with TGCT/GCNIS (n = 37) and controls (n = 22) were used for validation by RT-qPCR. In general, piRNAs were found at lower levels in SP from men with TGCTs. Ten small RNAs were found at significantly (q-value < 0.05) different levels in SP from men with TGCT/GCNIS than controls. Random forests classification identified sets of small RNAs that could detect either TGCT/GCNIS or GCNIS-only with an area under the curve of 0.98 and 1 in ROC analyses, respectively. RT-qPCR validated hsa-miR-6782-5p to be present at 2.3-fold lower levels (p = 0.02) in the SP from men with TGCTs compared with controls. Small RNAs in SP show potential as novel biomarkers for diagnosing men with TGCT/GCNIS but validation in larger cohorts is needed.
format Online
Article
Text
id pubmed-8152278
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-81522782021-05-27 Small RNAs in Seminal Plasma as Novel Biomarkers for Germ Cell Tumors Mørup, Nina Stakaitis, Rytis Golubickaite, Ieva Riera, Meritxell Dalgaard, Marlene Danner Schierup, Mikkel H. Jørgensen, Niels Daugaard, Gedske Juul, Anders Almstrup, Kristian Cancers (Basel) Article SIMPLE SUMMARY: Testicular cancer is the most common cancer among young men. It is rarely diagnosed at early stages, being only detected with a highly invasive procedure that presents notable side-effects. Circulating small RNAs have recently been identified as testicular tumor markers, but are unable to diagnose testicular cancer at an early pre-invasive stage. So far, studies have been limited to microRNAs, with other small RNAs remaining unexplored as likely biomarkers. By sequencing all small RNAs in semen samples from men with different stages of testicular cancer and healthy men, we identify signatures predictive of cancer, even at an early stage. Thus, our study provides great potential for non-invasive early diagnosis of testicular cancer. Extensive biological variance in small RNA levels across samples, together with small sample sizes, limit the power to detect single small RNA markers. Hence, larger studies are needed to confirm our findings and deduce their full diagnostic capacity. ABSTRACT: Circulating miRNAs secreted by testicular germ cell tumors (TGCT) show great potential as novel non-invasive biomarkers for diagnosis of TGCT. Seminal plasma (SP) represents a biofluid closer to the primary site. Here, we investigate whether small RNAs in SP can be used to diagnose men with TGCTs or the precursor lesions, germ cell neoplasia in situ (GCNIS). Small RNAs isolated from SP from men with TGCTs (n = 18), GCNIS-only (n = 5), and controls (n = 25) were sequenced. SP from men with TGCT/GCNIS (n = 37) and controls (n = 22) were used for validation by RT-qPCR. In general, piRNAs were found at lower levels in SP from men with TGCTs. Ten small RNAs were found at significantly (q-value < 0.05) different levels in SP from men with TGCT/GCNIS than controls. Random forests classification identified sets of small RNAs that could detect either TGCT/GCNIS or GCNIS-only with an area under the curve of 0.98 and 1 in ROC analyses, respectively. RT-qPCR validated hsa-miR-6782-5p to be present at 2.3-fold lower levels (p = 0.02) in the SP from men with TGCTs compared with controls. Small RNAs in SP show potential as novel biomarkers for diagnosing men with TGCT/GCNIS but validation in larger cohorts is needed. MDPI 2021-05-13 /pmc/articles/PMC8152278/ /pubmed/34067956 http://dx.doi.org/10.3390/cancers13102346 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Mørup, Nina
Stakaitis, Rytis
Golubickaite, Ieva
Riera, Meritxell
Dalgaard, Marlene Danner
Schierup, Mikkel H.
Jørgensen, Niels
Daugaard, Gedske
Juul, Anders
Almstrup, Kristian
Small RNAs in Seminal Plasma as Novel Biomarkers for Germ Cell Tumors
title Small RNAs in Seminal Plasma as Novel Biomarkers for Germ Cell Tumors
title_full Small RNAs in Seminal Plasma as Novel Biomarkers for Germ Cell Tumors
title_fullStr Small RNAs in Seminal Plasma as Novel Biomarkers for Germ Cell Tumors
title_full_unstemmed Small RNAs in Seminal Plasma as Novel Biomarkers for Germ Cell Tumors
title_short Small RNAs in Seminal Plasma as Novel Biomarkers for Germ Cell Tumors
title_sort small rnas in seminal plasma as novel biomarkers for germ cell tumors
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8152278/
https://www.ncbi.nlm.nih.gov/pubmed/34067956
http://dx.doi.org/10.3390/cancers13102346
work_keys_str_mv AT mørupnina smallrnasinseminalplasmaasnovelbiomarkersforgermcelltumors
AT stakaitisrytis smallrnasinseminalplasmaasnovelbiomarkersforgermcelltumors
AT golubickaiteieva smallrnasinseminalplasmaasnovelbiomarkersforgermcelltumors
AT rierameritxell smallrnasinseminalplasmaasnovelbiomarkersforgermcelltumors
AT dalgaardmarlenedanner smallrnasinseminalplasmaasnovelbiomarkersforgermcelltumors
AT schierupmikkelh smallrnasinseminalplasmaasnovelbiomarkersforgermcelltumors
AT jørgensenniels smallrnasinseminalplasmaasnovelbiomarkersforgermcelltumors
AT daugaardgedske smallrnasinseminalplasmaasnovelbiomarkersforgermcelltumors
AT juulanders smallrnasinseminalplasmaasnovelbiomarkersforgermcelltumors
AT almstrupkristian smallrnasinseminalplasmaasnovelbiomarkersforgermcelltumors