Literature DB >> 24379384

Neutral genomic regions refine models of recent rapid human population growth.

Elodie Gazave1, Li Ma, Diana Chang, Alex Coventry, Feng Gao, Donna Muzny, Eric Boerwinkle, Richard A Gibbs, Charles F Sing, Andrew G Clark, Alon Keinan.   

Abstract

Human populations have experienced dramatic growth since the Neolithic revolution. Recent studies that sequenced a very large number of individuals observed an extreme excess of rare variants and provided clear evidence of recent rapid growth in effective population size, although estimates have varied greatly among studies. All these studies were based on protein-coding genes, in which variants are also impacted by natural selection. In this study, we introduce targeted sequencing data for studying recent human history with minimal confounding by natural selection. We sequenced loci far from genes that meet a wide array of additional criteria such that mutations in these loci are putatively neutral. As population structure also skews allele frequencies, we sequenced 500 individuals of relatively homogeneous ancestry by first analyzing the population structure of 9,716 European Americans. We used very high coverage sequencing to reliably call rare variants and fit an extensive array of models of recent European demographic history to the site frequency spectrum. The best-fit model estimates ∼ 3.4% growth per generation during the last ∼ 140 generations, resulting in a population size increase of two orders of magnitude. This model fits the data very well, largely due to our observation that assumptions of more ancient demography can impact estimates of recent growth. This observation and results also shed light on the discrepancy in demographic estimates among recent studies.

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Year:  2013        PMID: 24379384      PMCID: PMC3896169          DOI: 10.1073/pnas.1310398110

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN: 0027-8424            Impact factor:   11.205


  45 in total

1.  Principal components analysis corrects for stratification in genome-wide association studies.

Authors:  Alkes L Price; Nick J Patterson; Robert M Plenge; Michael E Weinblatt; Nancy A Shadick; David Reich
Journal:  Nat Genet       Date:  2006-07-23       Impact factor: 38.330

2.  9 billion?

Authors:  Leslie Roberts
Journal:  Science       Date:  2011-07-29       Impact factor: 47.728

3.  HLA sequence polymorphism and the origin of humans.

Authors:  H A Erlich; T F Bergström; M Stoneking; U Gyllensten
Journal:  Science       Date:  1996-11-29       Impact factor: 47.728

4.  Evolution and functional impact of rare coding variation from deep sequencing of human exomes.

Authors:  Jacob A Tennessen; Abigail W Bigham; Timothy D O'Connor; Wenqing Fu; Eimear E Kenny; Simon Gravel; Sean McGee; Ron Do; Xiaoming Liu; Goo Jun; Hyun Min Kang; Daniel Jordan; Suzanne M Leal; Stacey Gabriel; Mark J Rieder; Goncalo Abecasis; David Altshuler; Deborah A Nickerson; Eric Boerwinkle; Shamil Sunyaev; Carlos D Bustamante; Michael J Bamshad; Joshua M Akey
Journal:  Science       Date:  2012-05-17       Impact factor: 47.728

5.  Constructing genomic maps of positive selection in humans: where do we go from here?

Authors:  Joshua M Akey
Journal:  Genome Res       Date:  2009-05       Impact factor: 9.043

6.  The genetic structure of the Swedish population.

Authors:  Keith Humphreys; Alexander Grankvist; Monica Leu; Per Hall; Jianjun Liu; Samuli Ripatti; Karola Rehnström; Leif Groop; Lars Klareskog; Bo Ding; Henrik Grönberg; Jianfeng Xu; Nancy L Pedersen; Paul Lichtenstein; Morten Mattingsdal; Ole A Andreassen; Colm O'Dushlaine; Shaun M Purcell; Pamela Sklar; Patrick F Sullivan; Christina M Hultman; Juni Palmgren; Patrik K E Magnusson
Journal:  PLoS One       Date:  2011-08-04       Impact factor: 3.240

7.  An integrated map of genetic variation from 1,092 human genomes.

Authors:  Goncalo R Abecasis; Adam Auton; Lisa D Brooks; Mark A DePristo; Richard M Durbin; Robert E Handsaker; Hyun Min Kang; Gabor T Marth; Gil A McVean
Journal:  Nature       Date:  2012-11-01       Impact factor: 49.962

8.  NRE: a tool for exploring neutral loci in the human genome.

Authors:  Leonardo Arbiza; Elaine Zhong; Alon Keinan
Journal:  BMC Bioinformatics       Date:  2012-11-14       Impact factor: 3.169

9.  Analysis of 6,515 exomes reveals the recent origin of most human protein-coding variants.

Authors:  Wenqing Fu; Timothy D O'Connor; Goo Jun; Hyun Min Kang; Goncalo Abecasis; Suzanne M Leal; Stacey Gabriel; Mark J Rieder; David Altshuler; Jay Shendure; Deborah A Nickerson; Michael J Bamshad; Joshua M Akey
Journal:  Nature       Date:  2012-11-28       Impact factor: 49.962

10.  Assessing the evolutionary impact of amino acid mutations in the human genome.

Authors:  Adam R Boyko; Scott H Williamson; Amit R Indap; Jeremiah D Degenhardt; Ryan D Hernandez; Kirk E Lohmueller; Mark D Adams; Steffen Schmidt; John J Sninsky; Shamil R Sunyaev; Thomas J White; Rasmus Nielsen; Andrew G Clark; Carlos D Bustamante
Journal:  PLoS Genet       Date:  2008-05-30       Impact factor: 5.917

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  40 in total

1.  Inferring Very Recent Population Growth Rate from Population-Scale Sequencing Data: Using a Large-Sample Coalescent Estimator.

Authors:  Hua Chen; Jody Hey; Kun Chen
Journal:  Mol Biol Evol       Date:  2015-07-16       Impact factor: 16.240

2.  Generation of sequence-based data for pedigree-segregating Mendelian or Complex traits.

Authors:  Biao Li; Gao T Wang; Suzanne M Leal
Journal:  Bioinformatics       Date:  2015-07-14       Impact factor: 6.937

3.  Accuracy of Demographic Inferences from the Site Frequency Spectrum: The Case of the Yoruba Population.

Authors:  Marguerite Lapierre; Amaury Lambert; Guillaume Achaz
Journal:  Genetics       Date:  2017-03-24       Impact factor: 4.562

4.  Inferring population structure and demographic history using Y-STR data from worldwide populations.

Authors:  Hongyang Xu; Chuan-Chao Wang; Rukesh Shrestha; Ling-Xiang Wang; Manfei Zhang; Yungang He; Judith R Kidd; Kenneth K Kidd; Li Jin; Hui Li
Journal:  Mol Genet Genomics       Date:  2014-08-27       Impact factor: 3.291

5.  Contrasting X-linked and autosomal diversity across 14 human populations.

Authors:  Leonardo Arbiza; Srikanth Gottipati; Adam Siepel; Alon Keinan
Journal:  Am J Hum Genet       Date:  2014-05-15       Impact factor: 11.025

6.  Effects of Linked Selective Sweeps on Demographic Inference and Model Selection.

Authors:  Daniel R Schrider; Alexander G Shanku; Andrew D Kern
Journal:  Genetics       Date:  2016-09-07       Impact factor: 4.562

7.  Guidelines for Large-Scale Sequence-Based Complex Trait Association Studies: Lessons Learned from the NHLBI Exome Sequencing Project.

Authors:  Paul L Auer; Alex P Reiner; Gao Wang; Hyun Min Kang; Goncalo R Abecasis; David Altshuler; Michael J Bamshad; Deborah A Nickerson; Russell P Tracy; Stephen S Rich; Suzanne M Leal
Journal:  Am J Hum Genet       Date:  2016-09-22       Impact factor: 11.025

8.  Fundamental limits on the accuracy of demographic inference based on the sample frequency spectrum.

Authors:  Jonathan Terhorst; Yun S Song
Journal:  Proc Natl Acad Sci U S A       Date:  2015-06-08       Impact factor: 11.205

9.  An efficient algorithm for generating the internal branches of a Kingman coalescent.

Authors:  M Reppell; S Zöllner
Journal:  Theor Popul Biol       Date:  2017-07-11       Impact factor: 1.570

10.  Analysis of Human Sequence Data Reveals Two Pulses of Archaic Denisovan Admixture.

Authors:  Sharon R Browning; Brian L Browning; Ying Zhou; Serena Tucci; Joshua M Akey
Journal:  Cell       Date:  2018-03-15       Impact factor: 41.582

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