Cargando…
Spermine-Related DNA Hypermethylation and Elevated Expression of Genes for Collagen Formation are Susceptible Factors for Chemotherapy-Induced Hand-Foot Syndrome in Chinese Colorectal Cancer Patients
Hand-foot syndrome (HFS) is a common capecitabine-based chemotherapy-related adverse event (CRAE) in patients with colorectal cancer (CRC). It is of great significance to comprehensively identify susceptible factors for HFS, and further to elucidate the biomolecular mechanism of HFS susceptibility....
Autores principales: | , , , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8440935/ https://www.ncbi.nlm.nih.gov/pubmed/34539419 http://dx.doi.org/10.3389/fphar.2021.746910 |
_version_ | 1783752771649929216 |
---|---|
author | Li, Mingming Chen, Jiani Liu, Shaoqun Sun, Xiaomeng Xu, Huilin Gao, Qianmin Chen, Xintao Xi, Chaowen Huang, Doudou Deng, Yi Zhang, Feng Gao, Shouhong Qiu, Shi Tao, Xia Zhai, Jingwen Wei, Hua Yao, Houshan Chen, Wansheng |
author_facet | Li, Mingming Chen, Jiani Liu, Shaoqun Sun, Xiaomeng Xu, Huilin Gao, Qianmin Chen, Xintao Xi, Chaowen Huang, Doudou Deng, Yi Zhang, Feng Gao, Shouhong Qiu, Shi Tao, Xia Zhai, Jingwen Wei, Hua Yao, Houshan Chen, Wansheng |
author_sort | Li, Mingming |
collection | PubMed |
description | Hand-foot syndrome (HFS) is a common capecitabine-based chemotherapy-related adverse event (CRAE) in patients with colorectal cancer (CRC). It is of great significance to comprehensively identify susceptible factors for HFS, and further to elucidate the biomolecular mechanism of HFS susceptibility. We performed an untargeted multi-omics analysis integrating DNA methylation, transcriptome, and metabolome data of 63 Chinese CRC patients who had complete CRAE records during capecitabine-based chemotherapy. We found that the metabolome changes for each of matched plasma, urine, and normal colorectal tissue (CRT) in relation to HFS were characterized by chronic tissue damage, which was indicated by reduced nucleotide salvage, elevated spermine level, and increased production of endogenous cytotoxic metabolites. HFS-related transcriptome changes of CRT showed an overall suppressed inflammation profile but increased M2 macrophage polarization. HFS-related DNA methylation of CRT presented gene-specific hypermethylation on genes mainly for collagen formation. The hypermethylation was accumulated in the opensea and shore regions, which elicited a positive effect on gene expression. Additionally, we developed and validated models combining relevant biomarkers showing reasonably good discrimination performance with the area under the receiver operating characteristic curve values from 0.833 to 0.955. Our results demonstrated that the multi-omics variations associated with a profibrotic phenotype were closely related to HFS susceptibility. HFS-related biomolecular variations in CRT contributed more to the relevant biomolecular mechanism of HFS than in plasma and urine. Spermine-related DNA hypermethylation and elevated expression of genes for collagen formation were closely associated with HFS susceptibility. These findings provided new insights into the susceptible factors for chemotherapy-induced HFS, which can promote the implementation of individualized treatment against HFS. |
format | Online Article Text |
id | pubmed-8440935 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-84409352021-09-16 Spermine-Related DNA Hypermethylation and Elevated Expression of Genes for Collagen Formation are Susceptible Factors for Chemotherapy-Induced Hand-Foot Syndrome in Chinese Colorectal Cancer Patients Li, Mingming Chen, Jiani Liu, Shaoqun Sun, Xiaomeng Xu, Huilin Gao, Qianmin Chen, Xintao Xi, Chaowen Huang, Doudou Deng, Yi Zhang, Feng Gao, Shouhong Qiu, Shi Tao, Xia Zhai, Jingwen Wei, Hua Yao, Houshan Chen, Wansheng Front Pharmacol Pharmacology Hand-foot syndrome (HFS) is a common capecitabine-based chemotherapy-related adverse event (CRAE) in patients with colorectal cancer (CRC). It is of great significance to comprehensively identify susceptible factors for HFS, and further to elucidate the biomolecular mechanism of HFS susceptibility. We performed an untargeted multi-omics analysis integrating DNA methylation, transcriptome, and metabolome data of 63 Chinese CRC patients who had complete CRAE records during capecitabine-based chemotherapy. We found that the metabolome changes for each of matched plasma, urine, and normal colorectal tissue (CRT) in relation to HFS were characterized by chronic tissue damage, which was indicated by reduced nucleotide salvage, elevated spermine level, and increased production of endogenous cytotoxic metabolites. HFS-related transcriptome changes of CRT showed an overall suppressed inflammation profile but increased M2 macrophage polarization. HFS-related DNA methylation of CRT presented gene-specific hypermethylation on genes mainly for collagen formation. The hypermethylation was accumulated in the opensea and shore regions, which elicited a positive effect on gene expression. Additionally, we developed and validated models combining relevant biomarkers showing reasonably good discrimination performance with the area under the receiver operating characteristic curve values from 0.833 to 0.955. Our results demonstrated that the multi-omics variations associated with a profibrotic phenotype were closely related to HFS susceptibility. HFS-related biomolecular variations in CRT contributed more to the relevant biomolecular mechanism of HFS than in plasma and urine. Spermine-related DNA hypermethylation and elevated expression of genes for collagen formation were closely associated with HFS susceptibility. These findings provided new insights into the susceptible factors for chemotherapy-induced HFS, which can promote the implementation of individualized treatment against HFS. Frontiers Media S.A. 2021-09-01 /pmc/articles/PMC8440935/ /pubmed/34539419 http://dx.doi.org/10.3389/fphar.2021.746910 Text en Copyright © 2021 Li, Chen, Liu, Sun, Xu, Gao, Chen, Xi, Huang, Deng, Zhang, Gao, Qiu, Tao, Zhai, Wei, Yao and Chen. 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 | Pharmacology Li, Mingming Chen, Jiani Liu, Shaoqun Sun, Xiaomeng Xu, Huilin Gao, Qianmin Chen, Xintao Xi, Chaowen Huang, Doudou Deng, Yi Zhang, Feng Gao, Shouhong Qiu, Shi Tao, Xia Zhai, Jingwen Wei, Hua Yao, Houshan Chen, Wansheng Spermine-Related DNA Hypermethylation and Elevated Expression of Genes for Collagen Formation are Susceptible Factors for Chemotherapy-Induced Hand-Foot Syndrome in Chinese Colorectal Cancer Patients |
title | Spermine-Related DNA Hypermethylation and Elevated Expression of Genes for Collagen Formation are Susceptible Factors for Chemotherapy-Induced Hand-Foot Syndrome in Chinese Colorectal Cancer Patients |
title_full | Spermine-Related DNA Hypermethylation and Elevated Expression of Genes for Collagen Formation are Susceptible Factors for Chemotherapy-Induced Hand-Foot Syndrome in Chinese Colorectal Cancer Patients |
title_fullStr | Spermine-Related DNA Hypermethylation and Elevated Expression of Genes for Collagen Formation are Susceptible Factors for Chemotherapy-Induced Hand-Foot Syndrome in Chinese Colorectal Cancer Patients |
title_full_unstemmed | Spermine-Related DNA Hypermethylation and Elevated Expression of Genes for Collagen Formation are Susceptible Factors for Chemotherapy-Induced Hand-Foot Syndrome in Chinese Colorectal Cancer Patients |
title_short | Spermine-Related DNA Hypermethylation and Elevated Expression of Genes for Collagen Formation are Susceptible Factors for Chemotherapy-Induced Hand-Foot Syndrome in Chinese Colorectal Cancer Patients |
title_sort | spermine-related dna hypermethylation and elevated expression of genes for collagen formation are susceptible factors for chemotherapy-induced hand-foot syndrome in chinese colorectal cancer patients |
topic | Pharmacology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8440935/ https://www.ncbi.nlm.nih.gov/pubmed/34539419 http://dx.doi.org/10.3389/fphar.2021.746910 |
work_keys_str_mv | AT limingming sperminerelateddnahypermethylationandelevatedexpressionofgenesforcollagenformationaresusceptiblefactorsforchemotherapyinducedhandfootsyndromeinchinesecolorectalcancerpatients AT chenjiani sperminerelateddnahypermethylationandelevatedexpressionofgenesforcollagenformationaresusceptiblefactorsforchemotherapyinducedhandfootsyndromeinchinesecolorectalcancerpatients AT liushaoqun sperminerelateddnahypermethylationandelevatedexpressionofgenesforcollagenformationaresusceptiblefactorsforchemotherapyinducedhandfootsyndromeinchinesecolorectalcancerpatients AT sunxiaomeng sperminerelateddnahypermethylationandelevatedexpressionofgenesforcollagenformationaresusceptiblefactorsforchemotherapyinducedhandfootsyndromeinchinesecolorectalcancerpatients AT xuhuilin sperminerelateddnahypermethylationandelevatedexpressionofgenesforcollagenformationaresusceptiblefactorsforchemotherapyinducedhandfootsyndromeinchinesecolorectalcancerpatients AT gaoqianmin sperminerelateddnahypermethylationandelevatedexpressionofgenesforcollagenformationaresusceptiblefactorsforchemotherapyinducedhandfootsyndromeinchinesecolorectalcancerpatients AT chenxintao sperminerelateddnahypermethylationandelevatedexpressionofgenesforcollagenformationaresusceptiblefactorsforchemotherapyinducedhandfootsyndromeinchinesecolorectalcancerpatients AT xichaowen sperminerelateddnahypermethylationandelevatedexpressionofgenesforcollagenformationaresusceptiblefactorsforchemotherapyinducedhandfootsyndromeinchinesecolorectalcancerpatients AT huangdoudou sperminerelateddnahypermethylationandelevatedexpressionofgenesforcollagenformationaresusceptiblefactorsforchemotherapyinducedhandfootsyndromeinchinesecolorectalcancerpatients AT dengyi sperminerelateddnahypermethylationandelevatedexpressionofgenesforcollagenformationaresusceptiblefactorsforchemotherapyinducedhandfootsyndromeinchinesecolorectalcancerpatients AT zhangfeng sperminerelateddnahypermethylationandelevatedexpressionofgenesforcollagenformationaresusceptiblefactorsforchemotherapyinducedhandfootsyndromeinchinesecolorectalcancerpatients AT gaoshouhong sperminerelateddnahypermethylationandelevatedexpressionofgenesforcollagenformationaresusceptiblefactorsforchemotherapyinducedhandfootsyndromeinchinesecolorectalcancerpatients AT qiushi sperminerelateddnahypermethylationandelevatedexpressionofgenesforcollagenformationaresusceptiblefactorsforchemotherapyinducedhandfootsyndromeinchinesecolorectalcancerpatients AT taoxia sperminerelateddnahypermethylationandelevatedexpressionofgenesforcollagenformationaresusceptiblefactorsforchemotherapyinducedhandfootsyndromeinchinesecolorectalcancerpatients AT zhaijingwen sperminerelateddnahypermethylationandelevatedexpressionofgenesforcollagenformationaresusceptiblefactorsforchemotherapyinducedhandfootsyndromeinchinesecolorectalcancerpatients AT weihua sperminerelateddnahypermethylationandelevatedexpressionofgenesforcollagenformationaresusceptiblefactorsforchemotherapyinducedhandfootsyndromeinchinesecolorectalcancerpatients AT yaohoushan sperminerelateddnahypermethylationandelevatedexpressionofgenesforcollagenformationaresusceptiblefactorsforchemotherapyinducedhandfootsyndromeinchinesecolorectalcancerpatients AT chenwansheng sperminerelateddnahypermethylationandelevatedexpressionofgenesforcollagenformationaresusceptiblefactorsforchemotherapyinducedhandfootsyndromeinchinesecolorectalcancerpatients |