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Updated: Sep 13, 2025

Candidate Gene Testing in Clinical Cohort Studies with Multiplexed Genotyping and Mass Spectrometry
Published on: June 21, 2018
Linking phenotype to genotype using comprehensive genomic comparisons
Leon Hilgers1, Michael Hiller1
1Senckenberg Research Institute, Senckenberganlage 25, 60325 Frankfurt, Germany; Institute of Cell Biology and Neuroscience, Faculty of Biosciences, Goethe University Frankfurt, Max-von-Laue-Str. 9, 60438 Frankfurt, Germany.
Abstract:
Comparative genomics is a powerful approach to illuminate the genetic basis of phenotypic diversity across macro-evolutionary timescales. Recent advances in sequencing, genome assembly, annotation, and comparative methods promoted large-scale analyses that unveiled genomic determinants contributing to differences in cognition, metabolism, and body plans as well as phenotypes with biomedical relevance, such as cancer resistance, longevity, and viral tolerance. These studies highlight joint contributions of multiple molecular mechanisms and indicate an underappreciated role for gene and enhancer losses driving phenotypic change. However, challenges remain, including comprehensive phenotype databases and genome annotations, improved approaches for identifying lineage-specific adaptations, and functional tests. Here, we review recent progress, highlight major discoveries, and discuss future directions for linking phenotype to genotype using comparative genomics.
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