AI Article Synopsis

  • Significant advancements in collecting, storing, and analyzing biological samples have led to the establishment of large biobanks worldwide, some housing over a million samples alongside clinical data.
  • Biobanks play a crucial role in medical genetics and genomics by offering allele frequency information and enabling large-scale studies across different ancestries.
  • Recently, combining data from multiple biobanks has enhanced research capabilities, allowing for more robust genetic association findings, though researchers must be mindful of certain limitations in this trans-biobank approach.

Article Abstract

In recent years, great advances have been made in the field of collection, storage, and analysis of biological samples. Large collections of samples, biobanks, have been established in many countries. Biobanks typically collect large amounts of biological samples and associated clinical information; the largest collections include over a million samples. In this review, we summarize the main directions in which biobanks aid medical genetics and genomic research, from providing reference allele frequency information to allowing large-scale cross-ancestry meta-analyses. The largest biobanks greatly vary in the size of the collection, and the amount of available phenotype and genotype data. Nevertheless, all of them are extensively used in genomics, providing a rich resource for genome-wide association analysis, genetic epidemiology, and statistical research into the structure, function, and evolution of the human genome. Recently, multiple research efforts were based on trans-biobank data integration, which increases sample size and allows for the identification of robust genetic associations. We provide prominent examples of such data integration and discuss important caveats which have to be taken into account in trans-biobank research.

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http://www.ncbi.nlm.nih.gov/pmc/articles/PMC9783756PMC
http://dx.doi.org/10.3390/jpm12122040DOI Listing

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