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Droplet Barcoding-Based Single Cell Transcriptomics of Adult Mammalian Tissues
Published on: January 10, 2019
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Transcriptome sequencing from diverse human populations reveals differentiated regulatory architecture
Alicia R Martin1, Helio A Costa1, Tuuli Lappalainen1
1Stanford University School of Medicine, Department of Genetics, Stanford, California, United States of America.
Plos Genetics
|August 15, 2014
Summary
Human population genetics reveals that about 25% of gene expression variation stems from population differences, primarily due to expression rather than splicing. Common regulatory variants show shared cellular effects across diverse global populations.
Area of Science:
- Genomics
- Population Genetics
- Transcriptomics
Background:
- Human genome sequencing reveals extensive genetic variation.
- Understanding the global distribution and functional impact of this variation remains incomplete.
- Transcriptome differences across diverse human populations are not systematically analyzed.
Purpose of the Study:
- Analyze gene expression variation, alternative splicing, and regulatory genetics across diverse human populations.
- Investigate the population genetics of regulatory variation.
- Characterize transcriptome differences across human migration history.
Main Methods:
- Sequenced genomes, exomes, and transcriptomes of lymphoblastoid cell lines from 45 individuals in the Human Genome Diversity Panel (HGDP).
- Populations sampled represent broad geographic human migration history.
- Utilized allelic expression analyses and compared with International Haplotype Map Phase 3 data.
Main Results:
- Approximately 25% of individual gene expression variation is attributable to population differences.
- Most population-specific variation (75.5%) arises from expression, not splicing, with few genes showing differential splicing.
- Common regulatory variants have similar cellular effects across diverse populations.
Conclusions:
- Gene expression variation is significantly influenced by population background.
- Cellular effects of common regulatory variants are largely conserved across diverse human populations.
- Provides a resource for studying functional genetic differences across human populations.
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