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....

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Main Authors: Mingming Li, Jiani Chen, Shaoqun Liu, Xiaomeng Sun, Huilin Xu, Qianmin Gao, Xintao Chen, Chaowen Xi, Doudou Huang, Yi Deng, Feng Zhang, Shouhong Gao, Shi Qiu, Xia Tao, Jingwen Zhai, Hua Wei, Houshan Yao, Wansheng Chen
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-09-01
Series:Frontiers in Pharmacology
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Online Access:https://www.frontiersin.org/articles/10.3389/fphar.2021.746910/full
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language English
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author Mingming Li
Jiani Chen
Shaoqun Liu
Xiaomeng Sun
Huilin Xu
Qianmin Gao
Xintao Chen
Chaowen Xi
Doudou Huang
Yi Deng
Feng Zhang
Shouhong Gao
Shi Qiu
Xia Tao
Jingwen Zhai
Hua Wei
Hua Wei
Houshan Yao
Wansheng Chen
Wansheng Chen
spellingShingle Mingming Li
Jiani Chen
Shaoqun Liu
Xiaomeng Sun
Huilin Xu
Qianmin Gao
Xintao Chen
Chaowen Xi
Doudou Huang
Yi Deng
Feng Zhang
Shouhong Gao
Shi Qiu
Xia Tao
Jingwen Zhai
Hua Wei
Hua Wei
Houshan Yao
Wansheng Chen
Wansheng Chen
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
Frontiers in Pharmacology
adverse effects
chemotherapy
DNA methylation
hand-foot syndrome
immune response
multi-omics
author_facet Mingming Li
Jiani Chen
Shaoqun Liu
Xiaomeng Sun
Huilin Xu
Qianmin Gao
Xintao Chen
Chaowen Xi
Doudou Huang
Yi Deng
Feng Zhang
Shouhong Gao
Shi Qiu
Xia Tao
Jingwen Zhai
Hua Wei
Hua Wei
Houshan Yao
Wansheng Chen
Wansheng Chen
author_sort Mingming Li
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_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_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_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
publisher Frontiers Media S.A.
series Frontiers in Pharmacology
issn 1663-9812
publishDate 2021-09-01
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.
topic adverse effects
chemotherapy
DNA methylation
hand-foot syndrome
immune response
multi-omics
url https://www.frontiersin.org/articles/10.3389/fphar.2021.746910/full
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spelling doaj-a377d3a919e94a26aed772479701ca932021-09-04T00:56:23ZengFrontiers Media S.A.Frontiers in Pharmacology1663-98122021-09-011210.3389/fphar.2021.746910746910Spermine-Related DNA Hypermethylation and Elevated Expression of Genes for Collagen Formation are Susceptible Factors for Chemotherapy-Induced Hand-Foot Syndrome in Chinese Colorectal Cancer PatientsMingming Li0Jiani Chen1Shaoqun Liu2Xiaomeng Sun3Huilin Xu4Qianmin Gao5Xintao Chen6Chaowen Xi7Doudou Huang8Yi Deng9Feng Zhang10Shouhong Gao11Shi Qiu12Xia Tao13Jingwen Zhai14Hua Wei15Hua Wei16Houshan Yao17Wansheng Chen18Wansheng Chen19Department of Pharmacy, Second Affiliated Hospital of Naval Medical University, Shanghai, ChinaDepartment of Pharmacy, Second Affiliated Hospital of Naval Medical University, Shanghai, ChinaDepartment of Gastric Intestinal Surgery, Minhang Hospital, Fudan University, Shanghai, ChinaResearch Institute, GloriousMed Clinical Laboratory Co., Ltd., Shanghai, ChinaInstitutes of Biomedical Sciences, Fudan University, Shanghai, ChinaDepartment of General Surgery, Second Affiliated Hospital of Naval Medical University, Shanghai, ChinaDepartment of General Surgery, Second Affiliated Hospital of Naval Medical University, Shanghai, ChinaResearch Institute, GloriousMed Clinical Laboratory Co., Ltd., Shanghai, ChinaTraditional Chinese Medicine Resource and Technology Center, Shanghai University of Traditional Chinese Medicine, Shanghai, ChinaDepartment of Pharmacy, Second Affiliated Hospital of Naval Medical University, Shanghai, ChinaDepartment of Pharmacy, Second Affiliated Hospital of Naval Medical University, Shanghai, ChinaDepartment of Pharmacy, Second Affiliated Hospital of Naval Medical University, Shanghai, ChinaTraditional Chinese Medicine Resource and Technology Center, Shanghai University of Traditional Chinese Medicine, Shanghai, ChinaDepartment of Pharmacy, Second Affiliated Hospital of Naval Medical University, Shanghai, ChinaDepartment of Pharmacy, Second Affiliated Hospital of Naval Medical University, Shanghai, ChinaDepartment of Pharmacy, Second Affiliated Hospital of Naval Medical University, Shanghai, ChinaDepartment of Pharmacy, 905th Hospital of PLA Navy, Naval Medical University, Shanghai, ChinaDepartment of General Surgery, Second Affiliated Hospital of Naval Medical University, Shanghai, ChinaDepartment of Pharmacy, Second Affiliated Hospital of Naval Medical University, Shanghai, ChinaTraditional Chinese Medicine Resource and Technology Center, Shanghai University of Traditional Chinese Medicine, Shanghai, ChinaHand-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.https://www.frontiersin.org/articles/10.3389/fphar.2021.746910/fulladverse effectschemotherapyDNA methylationhand-foot syndromeimmune responsemulti-omics