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Related Experiment Video

Updated: Jul 23, 2025

RNA Interference in Aquatic Beetles as a Powerful Tool for Manipulating Gene Expression at Specific Developmental Time Points
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Reduced-representation libraries in insect genetics.

Keith R Hopper1

  • 1Beneficial Insect Introductions Research Unit, ARS, USDA, Newark, DE, United States.

Current Opinion in Insect Science
|July 13, 2023
PubMed
Summary

Genotyping-by-sequencing (GBS) enables genome-wide data for any species. Recent studies show GBS reveals population differences, local adaptation, and genetic divergence across diverse taxa.

Area of Science:

  • Genomics
  • Population Genetics
  • Bioinformatics

Background:

  • Genotyping-by-sequencing (GBS) of reduced-representation libraries provides genome-wide data across diverse species.
  • Recent advancements have expanded its application in evolutionary and ecological research.

Approach:

  • A comprehensive literature review of GBS research from 2021-2022 was conducted.
  • Meta-analysis of findings from 21 studies across 33 species was performed.
  • Analysis methods and challenges associated with GBS data were discussed.

Key Points:

  • The majority of reviewed studies focused on population differences, local adaptation, and migration.
  • Applications included genetic mapping, assembly scaffolding, quantitative trait loci (QTL) analysis, pest incursions, and pathogen infection rates.

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  • Meta-analysis indicated that local adaptation typically involves a small fraction (<16%, often <1%) of the genome.
  • Conclusions:

    • The number of adaptive loci identified through GBS correlates with genetic divergence between populations.
    • GBS is a powerful tool for understanding genome-wide patterns of adaptation and population structure in various species.