Evidence map›Paper›PMID 36829244›Full record

ArticleGenome biology2023

The genetic and evolutionary basis of gene expression variation in East Africans.

Derek E Kelly, Shweta Ramdas, Rong Ma, Renata A Rawlings-Goss, Gregory R Grant, Alessia Ranciaro, Jibril B Hirbo, William Beggs, Meredith Yeager, Stephen Chanock and 7 more

Abstract read
In one paragraph

Article in Genome biology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.

0numbers the graph read from it
0cells of the map it votes in
13citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

13 citing papers in PubMed.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

17 authors.

Derek E KellyGenomics and Computational Biology, University of Pennsylvania, Philadelphia, PA, USA.
Shweta RamdasGenetics, University of Pennsylvania, Philadelphia, PA, USA.
Rong MaBiostatistics and Epidemiology, University of Pennsylvania, Philadelphia, PA, USA.
Renata A Rawlings-GossGenetics, University of Pennsylvania, Philadelphia, PA, USA.
Gregory R GrantGenetics, University of Pennsylvania, Philadelphia, PA, USA.
Alessia RanciaroGenetics, University of Pennsylvania, Philadelphia, PA, USA.
Jibril B HirboDepartment of Medicine, Division of Genetic Medicine, Vanderbilt University School of Medicine, Nashville, TN, USA.
William BeggsGenetics, University of Pennsylvania, Philadelphia, PA, USA.
Meredith YeagerFrederick National Laboratory for Cancer Research, Frederick, MD, USA.
Stephen ChanockDivision of Cancer Epidemiology and Genetics, National Institutes of Health, Rockville, MD, USA.
Thomas B NyamboDepartment of Biochemistry, Kampala International University in Tanzania, Dar Es Salaam, Tanzania.
Sabah A OmarCenter for Biotechnology Research and Development, Kenya Medical Research Institute, Nairobi, Kenya.
Dawit WoldemeskelMicrobial Cellular and Molecular Biology Department, Addis Ababa University, Addis Ababa, Ethiopia.
Gurja BelayMicrobial Cellular and Molecular Biology Department, Addis Ababa University, Addis Ababa, Ethiopia.
Hongzhe LiBiostatistics and Epidemiology, University of Pennsylvania, Philadelphia, PA, USA.
Christopher D BrownGenomics and Computational Biology, University of Pennsylvania, Philadelphia, PA, USA.
Sarah A TishkoffGenetics, University of Pennsylvania, Philadelphia, PA, USA. tishkoff@pennmedicine.upenn.edu.ORCID 0000-0002-1339-5959

Funding

Translational Research Support CoreP30ES013508 · NIEHS · UNIVERSITY OF PENNSYLVANIA · PI Trevor M Penning · 2006 to 2026
$35.3M
Genetic and molecular basis for variation in human skin pigmentationR01AR076241 · NIAMS · CHILDREN'S HOSP OF PHILADELPHIA · PI MARKS, MICHAEL S, OANCEA, ELENA · 2020 to 2024
$5.5M
PARASITOLOGY: MODERN APPROACHEST32AI007532 · NIAID · UNIVERSITY OF PENNSYLVANIA · PI HERBERT, DE'BROSKI R · 1998 to 2022
$5.0M
Integrative Genomic Analyses of Human Evolution and Adaptation in AfricaR35GM134957 · NIGMS · UNIVERSITY OF PENNSYLVANIA · PI TISHKOFF, SARAH ANNE · 2020 to 2024
$2.7M
Integrative nutrigenomic and metabolomic analyses of Africans with variable dietsR01DK104339 · NIDDK · UNIVERSITY OF PENNSYLVANIA · PI TISHKOFF, SARAH ANNE · 2015 to 2018
$1.4M
NIAID NIH HHS T32 AI007532NIAMS NIH HHS R01 AR076241NIDDK NIH HHS R01 DK104339NIEHS NIH HHS P30 ES013508NIGMS NIH HHS R35 GM134957
6 · The paper itself

Abstract

backgroundMapping of quantitative trait loci (QTL) associated with molecular phenotypes is a powerful approach for identifying the genes and molecular mechanisms underlying human traits and diseases, though most studies have focused on individuals of European descent. While important progress has been made to study a greater diversity of human populations, many groups remain unstudied, particularly among indigenous populations within Africa. To better understand the genetics of gene regulation in East Africans, we perform expression and splicing QTL mapping in whole blood from a cohort of 162 diverse Africans from Ethiopia and Tanzania. We assess replication of these QTLs in cohorts of predominantly European ancestry and identify candidate genes under selection in human populations.

resultsWe find the gene regulatory architecture of African and non-African populations is broadly shared, though there is a considerable amount of variation at individual loci across populations. Comparing our analyses to an equivalently sized cohort of European Americans, we find that QTL mapping in Africans improves the detection of expression QTLs and fine-mapping of causal variation. Integrating our QTL scans with signatures of natural selection, we find several genes related to immunity and metabolism that are highly differentiated between Africans and non-Africans, as well as a gene associated with pigmentation.

conclusionExtending QTL mapping studies beyond European ancestry, particularly to diverse indigenous populations, is vital for a complete understanding of the genetic architecture of human traits and can reveal novel functional variation underlying human traits and disease.

Indexed as

East African PeopleQuantitative Trait LociChromosome MappingGene ExpressionGenetic VariationHumansTanzaniaeQTLGene expressionHuman African genomicsHuman diversityNatural selection

Identifiers

PMID36829244
PMCPMC9951478

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.