Development of a somatic variant registry in a National Cancer Center: towards Molecular Real World Data preparedness.
Cancer Genomics
Clinical Bioinformatics
Data Engineering
FAIR
Molecular Tumor Registries
Somatic Variant Databases
Journal
Journal of biomedical informatics
ISSN: 1532-0480
Titre abrégé: J Biomed Inform
Pays: United States
ID NLM: 100970413
Informations de publication
Date de publication:
06 2023
06 2023
Historique:
received:
12
11
2022
revised:
21
03
2023
accepted:
14
05
2023
medline:
5
6
2023
pubmed:
21
5
2023
entrez:
20
5
2023
Statut:
ppublish
Résumé
The Biomedical Research field is currently advancing to develop Clinical Trials and translational projects based on Real World Evidence. To make this transition feasible, clinical centers need to work toward Data Accessibility and Interoperability. This task is particularly challenging when applied to Genomics, that entered in routinary screening in the last years via mostly amplicon-based Next-Generation Sequencing panels. Said experiments produce up to hundreds of features per patient, and their summarized results are often stored in static clinical reports, making critical information inaccessible to automated access and Federated Search consortia. In this study, we present a reanalysis of 4620 solid tumor sequencing samples in five different histology settings. Furthermore, we describe all the Bioinformatics and Data Engineering processes that were put in place in order to create a Somatic Variant Registry able to deal with the large biotechnological variability of routinary Genomics Profiling.
Identifiants
pubmed: 37209976
pii: S1532-0464(23)00115-6
doi: 10.1016/j.jbi.2023.104394
pii:
doi:
Types de publication
Journal Article
Research Support, Non-U.S. Gov't
Langues
eng
Sous-ensembles de citation
IM
Pagination
104394Informations de copyright
Copyright © 2023 The Author(s). Published by Elsevier Inc. All rights reserved.
Déclaration de conflit d'intérêts
Declaration of Competing Interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.