Cargando…

Circulating messenger RNA variants as a potential biomarker for surveillance of hepatocellular carcinoma

BACKGROUND AND RATIONALE: Liver derived messenger ribonucleic acid (mRNA) transcripts were reported to be elevated in the circulation of hepatocellular carcinoma (HCC) patients. We now report the detection of high-risk mRNA variants exclusively in the circulation of HCC patients. Numerous genomic al...

Descripción completa

Detalles Bibliográficos
Autores principales: Block, Timothy, Zezulinski, Daniel, Kaplan, David E., Lu, Jingqiao, Zanine, Samantha, Zhan, Tingting, Doria, Cataldo, Sayeed, Aejaz
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9793749/
https://www.ncbi.nlm.nih.gov/pubmed/36582804
http://dx.doi.org/10.3389/fonc.2022.963641
_version_ 1784859900480847872
author Block, Timothy
Zezulinski, Daniel
Kaplan, David E.
Lu, Jingqiao
Zanine, Samantha
Zhan, Tingting
Doria, Cataldo
Sayeed, Aejaz
author_facet Block, Timothy
Zezulinski, Daniel
Kaplan, David E.
Lu, Jingqiao
Zanine, Samantha
Zhan, Tingting
Doria, Cataldo
Sayeed, Aejaz
author_sort Block, Timothy
collection PubMed
description BACKGROUND AND RATIONALE: Liver derived messenger ribonucleic acid (mRNA) transcripts were reported to be elevated in the circulation of hepatocellular carcinoma (HCC) patients. We now report the detection of high-risk mRNA variants exclusively in the circulation of HCC patients. Numerous genomic alleles such as single nucleotide polymorphisms (SNPs), nucleotide insertions and deletions (called Indels), splicing variants in many genes, have been associated with elevated risk of cancer. Our findings potentially offer a novel non-invasive platform for HCC surveillance and early detection. APPROACH: RNAseq analysis was carried out in the plasma of 14 individuals with a diagnosis of HCC, 8 with LC and no HCC, and 6 with no liver disease diagnosis. RNA from 6 matching tumors and 5 circulating extracellular vesicle (EV) samples from 14 of those with HCC was also analyzed. Specimens from two cholangiocarcinoma (CCA) patients were also included in our study. HCC specific SNPs and Indels referred as “variants” were identified using GATK HaplotypeCaller and annotated by SnpEff to filter out high risk variants. RESULTS: The variant calling on all RNA samples enabled the detection of 5.2 million SNPs, 0.91 million insertions and 0.81 million deletions. RNAseq analyses in tumors, normal liver tissue, plasma, and plasma derived EVs led to the detection of 5480 high-risk tumor specific mRNA variants in the circulation of HCC patients. These variants are concurrently detected in tumors and plasma samples or tumors and EVs from HCC patients, but none of these were detected in normal liver, plasma of LC patients or normal healthy individuals. Our results demonstrate selective detection of concordant high-risk HCC-specific mRNA variants in free plasma, plasma derived EVs and tumors of HCC patients. The variants comprise of splicing, frameshift, fusion and single nucleotide alterations and correspond to cancer and tumor metabolism pathways. Detection of these high-risk variants in matching specimens from same subjects with an enrichment in circulating EVs is remarkable. Validation of these HCC selective ctmRNA variants in larger patient cohorts is likely to identify a predictive set of ctmRNA with high diagnostic performance and thus offer a novel non-invasive serology-based biomarker for HCC.
format Online
Article
Text
id pubmed-9793749
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-97937492022-12-28 Circulating messenger RNA variants as a potential biomarker for surveillance of hepatocellular carcinoma Block, Timothy Zezulinski, Daniel Kaplan, David E. Lu, Jingqiao Zanine, Samantha Zhan, Tingting Doria, Cataldo Sayeed, Aejaz Front Oncol Oncology BACKGROUND AND RATIONALE: Liver derived messenger ribonucleic acid (mRNA) transcripts were reported to be elevated in the circulation of hepatocellular carcinoma (HCC) patients. We now report the detection of high-risk mRNA variants exclusively in the circulation of HCC patients. Numerous genomic alleles such as single nucleotide polymorphisms (SNPs), nucleotide insertions and deletions (called Indels), splicing variants in many genes, have been associated with elevated risk of cancer. Our findings potentially offer a novel non-invasive platform for HCC surveillance and early detection. APPROACH: RNAseq analysis was carried out in the plasma of 14 individuals with a diagnosis of HCC, 8 with LC and no HCC, and 6 with no liver disease diagnosis. RNA from 6 matching tumors and 5 circulating extracellular vesicle (EV) samples from 14 of those with HCC was also analyzed. Specimens from two cholangiocarcinoma (CCA) patients were also included in our study. HCC specific SNPs and Indels referred as “variants” were identified using GATK HaplotypeCaller and annotated by SnpEff to filter out high risk variants. RESULTS: The variant calling on all RNA samples enabled the detection of 5.2 million SNPs, 0.91 million insertions and 0.81 million deletions. RNAseq analyses in tumors, normal liver tissue, plasma, and plasma derived EVs led to the detection of 5480 high-risk tumor specific mRNA variants in the circulation of HCC patients. These variants are concurrently detected in tumors and plasma samples or tumors and EVs from HCC patients, but none of these were detected in normal liver, plasma of LC patients or normal healthy individuals. Our results demonstrate selective detection of concordant high-risk HCC-specific mRNA variants in free plasma, plasma derived EVs and tumors of HCC patients. The variants comprise of splicing, frameshift, fusion and single nucleotide alterations and correspond to cancer and tumor metabolism pathways. Detection of these high-risk variants in matching specimens from same subjects with an enrichment in circulating EVs is remarkable. Validation of these HCC selective ctmRNA variants in larger patient cohorts is likely to identify a predictive set of ctmRNA with high diagnostic performance and thus offer a novel non-invasive serology-based biomarker for HCC. Frontiers Media S.A. 2022-12-13 /pmc/articles/PMC9793749/ /pubmed/36582804 http://dx.doi.org/10.3389/fonc.2022.963641 Text en Copyright © 2022 Block, Zezulinski, Kaplan, Lu, Zanine, Zhan, Doria and Sayeed https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Oncology
Block, Timothy
Zezulinski, Daniel
Kaplan, David E.
Lu, Jingqiao
Zanine, Samantha
Zhan, Tingting
Doria, Cataldo
Sayeed, Aejaz
Circulating messenger RNA variants as a potential biomarker for surveillance of hepatocellular carcinoma
title Circulating messenger RNA variants as a potential biomarker for surveillance of hepatocellular carcinoma
title_full Circulating messenger RNA variants as a potential biomarker for surveillance of hepatocellular carcinoma
title_fullStr Circulating messenger RNA variants as a potential biomarker for surveillance of hepatocellular carcinoma
title_full_unstemmed Circulating messenger RNA variants as a potential biomarker for surveillance of hepatocellular carcinoma
title_short Circulating messenger RNA variants as a potential biomarker for surveillance of hepatocellular carcinoma
title_sort circulating messenger rna variants as a potential biomarker for surveillance of hepatocellular carcinoma
topic Oncology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9793749/
https://www.ncbi.nlm.nih.gov/pubmed/36582804
http://dx.doi.org/10.3389/fonc.2022.963641
work_keys_str_mv AT blocktimothy circulatingmessengerrnavariantsasapotentialbiomarkerforsurveillanceofhepatocellularcarcinoma
AT zezulinskidaniel circulatingmessengerrnavariantsasapotentialbiomarkerforsurveillanceofhepatocellularcarcinoma
AT kaplandavide circulatingmessengerrnavariantsasapotentialbiomarkerforsurveillanceofhepatocellularcarcinoma
AT lujingqiao circulatingmessengerrnavariantsasapotentialbiomarkerforsurveillanceofhepatocellularcarcinoma
AT zaninesamantha circulatingmessengerrnavariantsasapotentialbiomarkerforsurveillanceofhepatocellularcarcinoma
AT zhantingting circulatingmessengerrnavariantsasapotentialbiomarkerforsurveillanceofhepatocellularcarcinoma
AT doriacataldo circulatingmessengerrnavariantsasapotentialbiomarkerforsurveillanceofhepatocellularcarcinoma
AT sayeedaejaz circulatingmessengerrnavariantsasapotentialbiomarkerforsurveillanceofhepatocellularcarcinoma