ColPortal, an integrative multiomic platform for analysing epigenetic interactions in colorectal cancer.
Angel Esteban-GilFernando Pérez-SanzJosé García-SolanoBegoña Alburquerque-GonzálezMaría Del Carmen Legaz-GarcíaMaría Del Carmen Legaz-GarcíaJesualdo Tomás Fernández-BreisEdith Rodriguez-BraunPaola PimentelAnne TuomistoMarkus MäkinenOndrej SlabyPablo Conesa-ZamoraPublished in: Scientific data (2019)
Colorectal cancer (CRC) is the third leading cause of cancer mortality worldwide. Different pathological pathways and molecular drivers have been described and some of the associated markers are used to select effective anti-neoplastic therapy. More recent evidence points to a causal role of microbiota and altered microRNA expression in CRC carcinogenesis, but their relationship with pathological drivers or molecular phenotypes is not clearly established. Joint analysis of clinical and omics data can help clarify such relations. We present ColPortal, a platform that integrates transcriptomic, microtranscriptomic, methylomic and microbiota data of patients with colorectal cancer. ColPortal also includes detailed information of histological features and digital histological slides from the study cases, since histology is a morphological manifestation of a complex molecular change. The current cohort consists of Caucasian patients from Europe. For each patient, demographic information, location, histology, tumor staging, tissue prognostic factors, molecular biomarker status and clinical outcomes are integrated with omics data. ColPortal allows one to perform multiomics analyses for groups of patients selected by their clinical data.
Keyphrases
- prognostic factors
- end stage renal disease
- electronic health record
- ejection fraction
- newly diagnosed
- big data
- peritoneal dialysis
- single cell
- type diabetes
- high throughput
- gene expression
- lymph node
- squamous cell carcinoma
- case report
- stem cells
- poor prognosis
- bone marrow
- data analysis
- dna methylation
- health information
- young adults
- lymph node metastasis
- patient reported outcomes
- long non coding rna
- risk factors
- squamous cell