Genome-wide maps of colorectal cancer diagnosis and toxicity of capecitabine-based chemotherapy.
Ontology highlight
ABSTRACT:
PROVIDER: PRJNA719747 | ENA |
REPOSITORIES: ENA
Similar Datasets
Project description:Genome-wide maps of colorectal cancer diagnosis and toxicity of capecitabine-based chemotherapy [methylation array]
| PRJNA720055 | ENA
Project description:Identification of genomic methylation markers for colorectal cancer diagnosis and toxicity of capecitabine-based chemotherapy
| PRJNA670787 | ENA
Project description:Background: Capecitabine-based adjuvant chemotherapy is the first-line treatment for patients with colorectal cancer (CRC). Although this therapy generally reduces the incidence of CRC recurrence and mortality, it can cause various chemotherapy-related adverse events (CRAEs), one of the most frequent of which is hand-foot syndrome (HFS). Most of the currently available HFS prediction markers focus on the pharmacokinetic parameters of drugs or their metabolites, yet our understanding of the biomolecular mechanism of HFS remains limited. Methods: We conducted an integrated multi-omics analysis of 63 Chinese patients with colorectal cancer (CRC) who had chemotherapy related adcerse effect (CRAE) records during adjuvant chemotherapy. The metabolomic profiles for each of plasma, urine, and colorectal tissue as well as profiles for colorectal-tissue transcriptomics and genome methylation were analyzed based on samples collected before and during surgery. Results: Susceptibility to HFS was found to be associated with profibrotic changes in several aspects of cellular biochemistry and physiology, characterized by reduced nucleotide salvage (indicating potential tissue damage, elevated spermine release, increased M2 macrophage polarization, and hypermethylation of genes for collagen formation. All these aspects were found to promote fibrosis, even before patients received chemotherapeutic drugs or developed any HFS symptoms. Additionally, we developed and validated relevant biomarkers with reasonably good discrimination performance and a high AUROC (area under the receiver operating characteristic curve) value, i.e., from 0.848 to 1.000. Conclusions: Our results demonstrate that a profibrotic phenotype characterized by multi-omics variation in colorectal tissue, plasma, and urine is closely related to the susceptibility to chemotherapy-induced HFS. Our findings provide a better understanding of the molecular mechanism underlying HFS.
2021-08-27 | GSE171468 | GEO
Project description:Background: Capecitabine-based adjuvant chemotherapy is the first-line treatment for patients with colorectal cancer (CRC). Although this therapy generally reduces the incidence of CRC recurrence and mortality, it can cause various chemotherapy-related adverse events (CRAEs), one of the most frequent of which is hand-foot syndrome (HFS). Most of the currently available HFS prediction markers focus on the pharmacokinetic parameters of drugs or their metabolites, yet our understanding of the biomolecular mechanism of HFS remains limited. Methods: We conducted an integrated multi-omics analysis of 63 Chinese patients with colorectal cancer (CRC) who had chemotherapy related adverse effect (CRAE) records during adjuvant chemotherapy. The metabolomic profiles for each of plasma, urine, and colorectal tissue as well as profiles for colorectal-tissue transcriptomics and genome methylation were analyzed based on samples collected before and during surgery. Results: Susceptibility to HFS was found to be associated with profibrotic changes in several aspects of cellular biochemistry and physiology, characterized by reduced nucleotide salvage (indicating potential tissue damage, elevated spermine release, increased M2 macrophage polarization, and hypermethylation of genes for collagen formation. All these aspects were found to promote fibrosis, even before patients received chemotherapeutic drugs or developed any HFS symptoms. Additionally, we developed and validated relevant biomarkers with reasonably good discrimination performance and a high AUROC (area under the receiver operating characteristic curve) value, i.e., from 0.848 to 1.000. Conclusions: Our results demonstrate that a profibrotic phenotype characterized by multi-omics variation in colorectal tissue, plasma, and urine is closely related to the susceptibility to chemotherapy-induced HFS. Our findings provide a better understanding of the molecular mechanism underlying HFS.
2021-08-27 | GSE171550 | GEO
Project description:Background: Colorectal cancer (CRC) remains a major concern with high morbidity and mortality worldwide. DNA methylation alteration plays a pivotal role in cancer development. We aimed to screen novel biomarkers for CRC diagnosis and chemotherapy-related adverse event (CRAE) prediction using the advanced Illumina Infinium MethylationEPIC (850K) BeadChip. Methods: We analyzed the methylation profiles of paired tumor and normal tissues from 21 Chinese CRC patients. After normalization by potential confounders, three types of methylation profiles (differentially methylated probes, differentially methylated regions, and gene-function-differentially methylated regions) were further studied by functional annotation and pathway enrichment analysis. At last, integrated-methylation-marker systems for CRC diagnosis and CRAE prediction were developed based on genes within the mostly related pathways and LASSO regression. Findings: Tumor-related methylation was characterized with hypermethylated promoter islands and hypomethylated intragenic openseas. CRAE-related methylation was characterized with hyper- (or hypo-) methylated intragenic (or intergenic) regions. The two most important susceptible factors for various types of CARE were inactive regeneration functions and active immune response. Differentially methylated genes were significantly enriched in neuronal system, metabolism of RNA, and extracellular matrix organization. All of the integrated-methylation-marker systems demonstrated high discriminative accuracy in both CRC diagnosis (AUROC = 1) and CRAE prediction (AUROC = 0.817-1). Interpretation: In this study, we provided new insights on the formation of CRC diagnosis and CRAE based on three types of methylation profile. The integrated-methylation-marker systems combining multiple DMPs were found to have potentially diagnostic and predictive values. Hence, our findings have important clinical implications, and further validation is warranted.
2021-08-01 | GSE159898 | GEO
Project description:The impact of gut microbiota on chemotherapy-induced gastrointestinal toxicity in children with leukemia
| PRJEB35526 | ENA
Project description:Testicular toxicity is one of the frequent adverse effects of cancer chemotherapy and the problem is that there is no effective biomarker. To find effective biomarkers, we focused on epigenetic mechanisms of male germline. Therefore, our study investigated the DNA methylation status of male germline under the testicular toxicity induced by doxorubicin(DXR), a widely used anticancer agent. We established mouse models of initial stage of testicular toxicity and testicular pre-toxicity by administrating 0.2 mg/kg and 0.02 mg/kg of DXR twice a week for 5 weeks. Western blotting analysis revealed the protein expression levels of DNA methyltransferases DNMT3a and DNMT3b were decreased in both the DXR administration groups. Consistently, comprehensive DNA methylation analysis of sperm DNA using MBD-seq revealed that the majority of methylation changes induced by DXR administration were hypomethylation. This study showed the possibility of early diagnosis of testicular toxicity by examining DNA methylation status of sperm.
2019-02-04 | GSE110227 | GEO
Project description:The purpose of this protocol is to develop a detailed MRI technique and haemodynamic maps enabling early detection of colorectal metastases in the liver.
| 2037102 | ecrin-mdr-crc
Project description:DNA methylation in colorectal cancer diagnosis. The Illumina GoldenGate Methylation Cancer Panel I was used to select a set of candidates markers informative of colorectal cancer diagnosis from 807 cancer-related genes. In the discovery phase, tumor tissue and paired adjacent normal mucosa from 92 colorectal patients were analyzed.
2013-05-27 | GSE43369 | GEO
Project description:In this study our aim was to document recurrent DNA copy number aberration associated breakpoints in primary tumors of colorectal cancer patients that ultimately received systemic treatment in the context of metastatic disease. Such data can be used to catalogue copy number aberration associated breakpoints and thereby affected genes. To this end, high quality arrayCGH data set of clinically well annotated colorectal cancer specimens was generated using FFPE tumor samples from patients from two phase III clinical trials, namely CAIRO and CAIRO2. arrayCGH data of colorectal cancers of patients from 2 clinical trials. 108 patients were treated with capecitabine first line, 110 patients were treated with capecitabine and irinotecan first line and 134 patients were treated with capecitabine, oxaliplatin and bevacizumab.
2014-11-14 | E-GEOD-63216 | biostudies-arrayexpress