BMJ OpenGenetic & Genomic MedicinePeer-reviewed journal article
Cohort-based association study of germline genetic variants with acute and chronic health complications of childhood cancer and its treatment: Genetic risks for childhood cancer complications Switzerland (GECCOS) study protocol
Nicolas WaespeiD, Sven StrebeliD, Tiago NavaiD, Chakradhara Rao S. UppugunduriiD, Denis MarinoiD, Veneranda MattielloiD, Maria OtthiD, Fabienne Gumy‐PauseiD, Andre Oscar von BuereniD, Frédéric BaleydieriD, Luzius MaderiD, Adrian SpoerriiD, Claudia Elisabeth KuehniiD, Marc AnsariiD
Abstract
BackgroundChildhood cancer and its treatment may lead to many acute and chronic health complications. Related impairment in quality of life, excess in deaths, and accumulated health care costs are relevant. There is a wide inter-individual variability in the type and severity of health complications. Genetic variations are suggested to contribute to individual susceptibility. So far, only few genetic variants have been used to risk-stratify treatment and follow-up care. This study platform aims to identify germline genetic variants associated with acute and late complications of childhood cancer. MethodsThe Genetic Risks for Childhood Cancer Complications Switzerland (GECCOS) study is a nationwide cohort study. It includes patients and survivors who were diagnosed with childhood cancers or Langerhans cell histiocytosis before age 21 years, were registered in the Swiss Childhood Cancer Registry (SCCR) since 1976 and have consented to the Pediatric Biobank for Research in Hematology and Oncology (BaHOP), Geneva, host of the Germline DNA Biobank Switzerland for Childhood Cancer and Blood Disorders (BISKIDS). BISKIDS is a national biobank for the collection of germline DNA in childhood cancer patients and survivors. GECCOS uses demographic and clinical data from the SCCR and the associated Swiss Childhood Cancer Survivor Study (SCCSS), which contains health-related data of survivors. Phenotypic data consist of objective measurements, health conditions diagnosed by physicians, second primary neoplasms, self-reported and health-related information from participants. Germline genetic samples and sequencing data have been collected in BISKIDS. We will perform gene panel sequencing, whole-exome sequencing, or whole-genome sequencing depending on the research questions. We will perform association analyses to identify genetic variants associated with specified health conditions. We will use clustering and machine-learning techniques and assess multiple health conditions in different models. DiscussionGECCOS will serve as an overarching platform to enable genotype-phenotype association analyses on complications associated with childhood cancer and its treatments. Knowledge of germline genetic variants associated with childhood cancer-associated health conditions will help to further individualize cancer treatment and follow-up care, potentially resulting in improved efficacy and reduced side effects, for personalized cancer care. Trial registrationClinicaltrials.gov: NCT04702321
- organism: human
- assay: whole-exome sequencing
- assay: whole-genome sequencing
- research focus: gene regulatory network inference
- research focus: differential expression
- research focus: variant calling
- approach: statistical model
- approach: machine learning (classical)
- Citations
- 8
- FWCI
- 1.65
- Field percentile
- top 19%
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