Cargando…

Multi-faceted attributes of salivary cell-free DNA as liquid biopsy biomarkers for gastric cancer detection

BACKGROUND: Recent advances in circulating cell-free DNA (cfDNA) analysis from biofluids have opened new avenues for liquid biopsy (LB). However, current cfDNA LB assays are limited by the availability of existing information on established genotypes associated with tumor tissues. Certain cancers pr...

Descripción completa

Detalles Bibliográficos
Autores principales: Swarup, Neeti, Cheng, Jordan, Choi, Irene, Heo, You Jeong, Kordi, Misagh, Aziz, Mohammad, Arora, Akanksha, Li, Feng, Chia, David, Wei, Fang, Elashoff, David, Zhang, Liying, Kim, Sung, Kim, Yong, Wong, David T.W.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10566128/
https://www.ncbi.nlm.nih.gov/pubmed/37817261
http://dx.doi.org/10.1186/s40364-023-00524-2
_version_ 1785118855973044224
author Swarup, Neeti
Cheng, Jordan
Choi, Irene
Heo, You Jeong
Kordi, Misagh
Aziz, Mohammad
Arora, Akanksha
Li, Feng
Chia, David
Wei, Fang
Elashoff, David
Zhang, Liying
Kim, Sung
Kim, Yong
Wong, David T.W.
author_facet Swarup, Neeti
Cheng, Jordan
Choi, Irene
Heo, You Jeong
Kordi, Misagh
Aziz, Mohammad
Arora, Akanksha
Li, Feng
Chia, David
Wei, Fang
Elashoff, David
Zhang, Liying
Kim, Sung
Kim, Yong
Wong, David T.W.
author_sort Swarup, Neeti
collection PubMed
description BACKGROUND: Recent advances in circulating cell-free DNA (cfDNA) analysis from biofluids have opened new avenues for liquid biopsy (LB). However, current cfDNA LB assays are limited by the availability of existing information on established genotypes associated with tumor tissues. Certain cancers present with a limited list of established mutated cfDNA biomarkers, and thus, nonmutated cfDNA characteristics along with alternative biofluids are needed to broaden the available cfDNA targets for cancer detection. Saliva is an intriguing and accessible biofluid that has yet to be fully explored for its clinical utility for cancer detection. METHODS: In this report, we employed a low-coverage single stranded (ss) library NGS pipeline “Broad-Range cell-free DNA-Seq” (BRcfDNA-Seq) using saliva to comprehensively investigate the characteristics of salivary cfDNA (ScfDNA). The identification of cfDNA features has been made possible by applying novel cfDNA processing techniques that permit the incorporation of ultrashort, ss, and jagged DNA fragments. As a proof of concept using 10 gastric cancer (GC) and 10 noncancer samples, we examined whether ScfDNA characteristics, including fragmentomics, end motif profiles, microbial contribution, and human chromosomal mapping, could differentiate between these two groups. RESULTS: Individual and integrative analysis of these ScfDNA features demonstrated significant differences between the two cohorts, suggesting that disease state may affect the ScfDNA population by altering nuclear cleavage or the profile of contributory organism cfDNA to total ScfDNA. We report that principal component analysis integration of several aspects of salivary cell-free DNA fragmentomic profiles, genomic element profiles, end-motif sequence patterns, and distinct oral microbiome populations can differentiate the two populations with a p value of < 0.0001 (PC1). CONCLUSION: These novel features of ScfDNA characteristics could be clinically useful for improving saliva-based LB detection and the eventual monitoring of local or systemic diseases. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40364-023-00524-2.
format Online
Article
Text
id pubmed-10566128
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-105661282023-10-12 Multi-faceted attributes of salivary cell-free DNA as liquid biopsy biomarkers for gastric cancer detection Swarup, Neeti Cheng, Jordan Choi, Irene Heo, You Jeong Kordi, Misagh Aziz, Mohammad Arora, Akanksha Li, Feng Chia, David Wei, Fang Elashoff, David Zhang, Liying Kim, Sung Kim, Yong Wong, David T.W. Biomark Res Research BACKGROUND: Recent advances in circulating cell-free DNA (cfDNA) analysis from biofluids have opened new avenues for liquid biopsy (LB). However, current cfDNA LB assays are limited by the availability of existing information on established genotypes associated with tumor tissues. Certain cancers present with a limited list of established mutated cfDNA biomarkers, and thus, nonmutated cfDNA characteristics along with alternative biofluids are needed to broaden the available cfDNA targets for cancer detection. Saliva is an intriguing and accessible biofluid that has yet to be fully explored for its clinical utility for cancer detection. METHODS: In this report, we employed a low-coverage single stranded (ss) library NGS pipeline “Broad-Range cell-free DNA-Seq” (BRcfDNA-Seq) using saliva to comprehensively investigate the characteristics of salivary cfDNA (ScfDNA). The identification of cfDNA features has been made possible by applying novel cfDNA processing techniques that permit the incorporation of ultrashort, ss, and jagged DNA fragments. As a proof of concept using 10 gastric cancer (GC) and 10 noncancer samples, we examined whether ScfDNA characteristics, including fragmentomics, end motif profiles, microbial contribution, and human chromosomal mapping, could differentiate between these two groups. RESULTS: Individual and integrative analysis of these ScfDNA features demonstrated significant differences between the two cohorts, suggesting that disease state may affect the ScfDNA population by altering nuclear cleavage or the profile of contributory organism cfDNA to total ScfDNA. We report that principal component analysis integration of several aspects of salivary cell-free DNA fragmentomic profiles, genomic element profiles, end-motif sequence patterns, and distinct oral microbiome populations can differentiate the two populations with a p value of < 0.0001 (PC1). CONCLUSION: These novel features of ScfDNA characteristics could be clinically useful for improving saliva-based LB detection and the eventual monitoring of local or systemic diseases. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40364-023-00524-2. BioMed Central 2023-10-10 /pmc/articles/PMC10566128/ /pubmed/37817261 http://dx.doi.org/10.1186/s40364-023-00524-2 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Swarup, Neeti
Cheng, Jordan
Choi, Irene
Heo, You Jeong
Kordi, Misagh
Aziz, Mohammad
Arora, Akanksha
Li, Feng
Chia, David
Wei, Fang
Elashoff, David
Zhang, Liying
Kim, Sung
Kim, Yong
Wong, David T.W.
Multi-faceted attributes of salivary cell-free DNA as liquid biopsy biomarkers for gastric cancer detection
title Multi-faceted attributes of salivary cell-free DNA as liquid biopsy biomarkers for gastric cancer detection
title_full Multi-faceted attributes of salivary cell-free DNA as liquid biopsy biomarkers for gastric cancer detection
title_fullStr Multi-faceted attributes of salivary cell-free DNA as liquid biopsy biomarkers for gastric cancer detection
title_full_unstemmed Multi-faceted attributes of salivary cell-free DNA as liquid biopsy biomarkers for gastric cancer detection
title_short Multi-faceted attributes of salivary cell-free DNA as liquid biopsy biomarkers for gastric cancer detection
title_sort multi-faceted attributes of salivary cell-free dna as liquid biopsy biomarkers for gastric cancer detection
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10566128/
https://www.ncbi.nlm.nih.gov/pubmed/37817261
http://dx.doi.org/10.1186/s40364-023-00524-2
work_keys_str_mv AT swarupneeti multifacetedattributesofsalivarycellfreednaasliquidbiopsybiomarkersforgastriccancerdetection
AT chengjordan multifacetedattributesofsalivarycellfreednaasliquidbiopsybiomarkersforgastriccancerdetection
AT choiirene multifacetedattributesofsalivarycellfreednaasliquidbiopsybiomarkersforgastriccancerdetection
AT heoyoujeong multifacetedattributesofsalivarycellfreednaasliquidbiopsybiomarkersforgastriccancerdetection
AT kordimisagh multifacetedattributesofsalivarycellfreednaasliquidbiopsybiomarkersforgastriccancerdetection
AT azizmohammad multifacetedattributesofsalivarycellfreednaasliquidbiopsybiomarkersforgastriccancerdetection
AT aroraakanksha multifacetedattributesofsalivarycellfreednaasliquidbiopsybiomarkersforgastriccancerdetection
AT lifeng multifacetedattributesofsalivarycellfreednaasliquidbiopsybiomarkersforgastriccancerdetection
AT chiadavid multifacetedattributesofsalivarycellfreednaasliquidbiopsybiomarkersforgastriccancerdetection
AT weifang multifacetedattributesofsalivarycellfreednaasliquidbiopsybiomarkersforgastriccancerdetection
AT elashoffdavid multifacetedattributesofsalivarycellfreednaasliquidbiopsybiomarkersforgastriccancerdetection
AT zhangliying multifacetedattributesofsalivarycellfreednaasliquidbiopsybiomarkersforgastriccancerdetection
AT kimsung multifacetedattributesofsalivarycellfreednaasliquidbiopsybiomarkersforgastriccancerdetection
AT kimyong multifacetedattributesofsalivarycellfreednaasliquidbiopsybiomarkersforgastriccancerdetection
AT wongdavidtw multifacetedattributesofsalivarycellfreednaasliquidbiopsybiomarkersforgastriccancerdetection