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

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

Abstract

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.

Publisher

Frontiers Media SA

Subject

Pharmacology (medical),Pharmacology

Reference70 articles.

1. HTSeq--a Python Framework to Work with High-Throughput Sequencing Data;Anders;Bioinformatics,2015

2. Multi-Omics Factor Analysis-A Framework for Unsupervised Integration of Multi-Omics Data Sets;Argelaguet;Mol. Syst. Biol.,2018

3. Systemic Sclerosis;Asano;J. Dermatol.,2018

4. Oxaliplatin Treatment and Peripheral Nerve Damage in Cancer Patients: A Polish Cohort Study;Banach;J. Cancer Res. Ther.,2018

5. Gephi: An Open Source Software for Exploring and Manipulating Networks;Bastian,2009

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