Sharing of Very Short IBD Segments between Humans, Neandertals, and Denisovans

We analyze the sharing of very short identity by descent (IBD) segments between humans, Neandertals, and Denisovans to gain new insights into their demographic history. Short IBD segments convey information about events far back in time because the shorter IBD segments are, the older they are assumed to be. The identification of short IBD segments becomes possible through next generation sequencing (NGS), which offers high variant density and reports variants of all frequencies. However, only recently HapFABIA has been proposed as the first method for detecting very short IBD segments in NGS data. HapFABIA utilizes rare variants to identify IBD segments with a low false discovery rate. We applied HapFABIA to the 1000 Genomes Project whole genome sequencing data to identify IBD segments that are shared within and between populations. Many IBD segments have to be old since they are shared with Neandertals or Denisovans, which explains their shorter lengths compared to segments that are not shared with these ancient genomes. The Denisova genome most prominently matches IBD segments that are shared by Asians. Many of these segments were found exclusively in Asians and they are longer than segments shared between other continental populations and the Denisova genome. Therefore, we could confirm an introgression from Deniosvans into ancestors of Asians after their migration out of Africa. While Neandertal-matching IBD segments are most often shared by Asians, Europeans share a considerably higher percentage of IBD segments with Neandertals compared to other populations, too. Again, many of these Neandertal-matching IBD segments are found exclusively in Asians, whereas Neandertal-matching IBD segments that are shared by Europeans are often found in other populations, too. Neandertal-matching IBD segments that are shared by Asians or Europeans are longer than those observed in Africans. These IBD segments hint at a gene flow from Neandertals into ancestors of Asians and Europeans after they left Africa. Interestingly, many Neandertal-and/or Denisova-matching IBD segments are predominantly observed in Africans — some of them even exclusively. IBD segments shared between Africans and Neandertals or Denisovans are strikingly short, therefore we assume that they are very old. Consequently, we conclude that DNA regions from ancestors of humans, Neandertals, and Denisovans have survived in Africans. As expected, IBD segments on chromosome X are on average longer than IBD segments on the autosomes. Neandertal-matching IBD segments on chromosome X confirm gene flow from Neandertals into ancestors of Asians and Europeans outside Africa that was already found on the autosomes. Interestingly, there is hardly any signal of Denisova introgression on the X chromosome.

[1]  S. P. Fodor,et al.  Determination of ancestral alleles for human single-nucleotide polymorphisms using high-density oligonucleotide arrays , 1999, Nature Genetics.

[2]  Alexander Gusev,et al.  The architecture of long-range haplotypes shared within and across populations. , 2012, Molecular biology and evolution.

[3]  Ingrid G. Abfalter,et al.  Complex Networks Govern Coiled-Coil Oligomerization – Predicting and Profiling by Means of a Machine Learning Approach , 2011, Molecular & Cellular Proteomics.

[4]  Willem Talloen,et al.  cn.FARMS: a latent variable model to detect copy number variations in microarray data with a low false discovery rate , 2011, Nucleic acids research.

[5]  Anders Eriksson,et al.  Effect of ancient population structure on the degree of polymorphism shared between modern human populations and ancient hominins , 2012, Proceedings of the National Academy of Sciences.

[6]  P. Hedrick SEX: DIFFERENCES IN MUTATION, RECOMBINATION, SELECTION, GENE FLOW, AND GENETIC DRIFT , 2007, Evolution; international journal of organic evolution.

[7]  August E. Woerner,et al.  Higher Levels of Neanderthal Ancestry in East Asians than in Europeans , 2013, Genetics.

[8]  Hinrich W. H. Göhlmann,et al.  I/NI-calls for the exclusion of non-informative genes: a highly effective filtering tool for microarray data , 2007, Bioinform..

[9]  Stephen F. Schaffner,et al.  The X chromosome in population genetics , 2004, Nature Reviews Genetics.

[10]  D. Reich,et al.  The Date of Interbreeding between Neandertals and Modern Humans , 2012, PLoS genetics.

[11]  R. J. Herrera,et al.  Neanderthal and Denisova genetic affinities with contemporary humans: introgression versus common ancestral polymorphisms. , 2013, Gene.

[12]  Philip L. F. Johnson,et al.  A Draft Sequence of the Neandertal Genome , 2010, Science.

[13]  S. Hochreiter HapFABIA: Identification of very short segments of identity by descent characterized by rare variants in large sequencing data , 2013, Nucleic acids research.

[14]  Gabor T. Marth,et al.  Demographic history and rare allele sharing among human populations , 2011, Proceedings of the National Academy of Sciences.

[15]  Klaus Obermayer,et al.  A new summarization method for affymetrix probe level data , 2006, Bioinform..

[16]  Wentian Li,et al.  Comparing single-nucleotide polymorphism marker-based and microsatellite marker-based linkage analyses , 2005, BMC Genetics.

[17]  John Novembre,et al.  Global distribution of genomic diversity underscores rich complex history of continental human populations. , 2009, Genome research.

[18]  Rappold,et al.  Human Molecular Genetics , 1996, Nature Medicine.

[19]  Jake K. Byrnes,et al.  Reconstructing the Population Genetic History of the Caribbean , 2013, PLoS genetics.

[20]  S. Pääbo,et al.  No Evidence of Neandertal mtDNA Contribution to Early Modern Humans , 2004, PLoS biology.

[21]  Gregory Leibon,et al.  A SNP Streak Model for the Identification of Genetic Regions Identical-by-descent , 2008, Statistical applications in genetics and molecular biology.

[22]  Laurent A. F. Frantz,et al.  Neandertal Admixture in Eurasia Confirmed by Maximum-Likelihood Analysis of Three Genomes , 2014, Genetics.

[23]  A. Thomas,et al.  Genomic mismatch scanning in pedigrees. , 1994, IMA journal of mathematics applied in medicine and biology.

[24]  Philip L. F. Johnson,et al.  The complete genome sequence of a Neandertal from the Altai Mountains , 2013, Nature.

[25]  S. Gabriel,et al.  Analysis of 6,515 exomes reveals a recent origin of most human protein-coding variants , 2012, Nature.

[26]  Vladimir Vacic,et al.  The Variance of Identity-by-Descent Sharing in the Wright–Fisher Model , 2012, Genetics.

[27]  D. Labuda,et al.  Female-to-male breeding ratio in modern humans-an analysis based on historical recombinations. , 2010, American journal of human genetics.

[28]  Swapan Mallick,et al.  The genomic landscape of Neanderthal ancestry in present-day humans. , 2016 .

[29]  Adetayo Kasim,et al.  Filtering data from high-throughput experiments based on measurement reliability , 2010, Proceedings of the National Academy of Sciences.

[30]  S. Hochreiter,et al.  cn.MOPS: mixture of Poissons for discovering copy number variations in next-generation sequencing data with a low false discovery rate , 2012, Nucleic acids research.

[31]  I. Pe’er,et al.  Length distributions of identity by descent reveal fine-scale demographic history. , 2012, American journal of human genetics.

[32]  Philip L. F. Johnson,et al.  Genetic history of an archaic hominin group from Denisova Cave in Siberia , 2010, Nature.

[33]  Adam Auton,et al.  The 1000 Genomes Project , 2015 .

[34]  D. Reich,et al.  Denisova admixture and the first modern human dispersals into Southeast Asia and Oceania. , 2011, American journal of human genetics.

[35]  J. Akey,et al.  Resurrecting Surviving Neandertal Lineages from Modern Human , 2014 .

[36]  Brian L Browning,et al.  Identity by descent between distant relatives: detection and applications. , 2012, Annual review of genetics.

[37]  Peter L. Ralph,et al.  The Geography of Recent Genetic Ancestry across Europe , 2012, PLoS biology.

[38]  Jean L. Chang,et al.  Initial sequence of the chimpanzee genome and comparison with the human genome , 2005, Nature.

[39]  Marc Via i García An integrated map of genetic variation from 1,092 human genomes , 2012 .

[40]  Sorin Istrail,et al.  The Clark Phase-able Sample Size Problem: Long-Range Phasing and Loss of Heterozygosity in GWAS , 2010, RECOMB.

[41]  M. Jakobsson,et al.  Archaic human ancestry in East Asia , 2011, Proceedings of the National Academy of Sciences.

[42]  P. Deloukas,et al.  Comparison of human genetic and sequence-based physical maps , 2001, Nature.

[43]  L. Excoffier,et al.  Modern Humans Did Not Admix with Neanderthals during Their Range Expansion into Europe , 2004, PLoS biology.

[44]  M. Stoneking,et al.  Neandertal DNA Sequences and the Origin of Modern Humans , 1997, Cell.

[45]  A. Eriksson,et al.  The Doubly Conditioned Frequency Spectrum Does Not Distinguish between Ancient Population Structure and Hybridization , 2014, Molecular biology and evolution.

[46]  S. Hochreiter,et al.  Genome-Wide Chromatin Remodeling Identified at GC-Rich Long Nucleosome-Free Regions , 2012, PloS one.

[47]  Mattias Jakobsson,et al.  Deep divergences of human gene trees and models of human origins. , 2011, Molecular biology and evolution.

[48]  D. Gudbjartsson,et al.  A high-resolution recombination map of the human genome , 2002, Nature Genetics.

[49]  Ulrich Bodenhofer,et al.  FABIA: factor analysis for bicluster acquisition , 2010, Bioinform..

[50]  Peter Donnelly,et al.  Multiple Instances of Ancient Balancing Selection Shared Between Humans and Chimpanzees , 2013, Science.

[51]  H. Ostrer,et al.  The History of African Gene Flow into Southern Europeans, Levantines, and Jews , 2011, PLoS genetics.

[52]  Adrian W. Briggs,et al.  A High-Coverage Genome Sequence from an Archaic Denisovan Individual , 2012, Science.

[53]  M. Slatkin,et al.  Ancient structure in Africa unlikely to explain Neanderthal and non-African genetic similarity. , 2012, Molecular biology and evolution.

[54]  Adrian W. Briggs,et al.  Individual A High-Coverage Genome Sequence from an Archaic Denisovan , 2012 .

[55]  M. Hammer,et al.  Deep Haplotype Divergence and Long-range Linkage Disequilibrium at Xp21.1 Provide Evidence That Humans Descend from a Structured Ancestral Population Porting the " Recent African Replacement " (rar) Model of Human Origins. the Rar Model Posits That Amh , 2022 .

[56]  Kirk E Lohmueller,et al.  Detecting ancient admixture and estimating demographic parameters in multiple human populations. , 2009, Molecular biology and evolution.

[57]  Sharon R Browning,et al.  Estimation of Pairwise Identity by Descent From Dense Genetic Marker Data in a Population Sample of Haplotypes , 2008, Genetics.

[58]  S. Hochreiter,et al.  DEXUS: identifying differential expression in RNA-Seq studies with unknown conditions , 2013, Nucleic acids research.

[59]  Christopher R. Gignoux,et al.  Gene flow from North Africa contributes to differential human genetic diversity in southern Europe , 2013, Proceedings of the National Academy of Sciences.

[60]  Stephen L. Hauser,et al.  Genome-wide patterns of population structure and admixture in West Africans and African Americans , 2009, Proceedings of the National Academy of Sciences.

[61]  H. Burbano,et al.  The Derived FOXP2 Variant of Modern Humans Was Shared with Neandertals , 2007, Current Biology.

[62]  Christopher R. Gignoux,et al.  Reconstructing Native American Migrations from Whole-Genome and Whole-Exome Data , 2013, PLoS genetics.

[63]  Philip L. F. Johnson,et al.  The complete genome sequence of a Neanderthal from the Altai Mountains , 2013 .

[64]  K Allen-Brady,et al.  Shared Genomic Segment Analysis. Mapping Disease Predisposition Genes in Extended Pedigrees Using SNP Genotype Assays , 2008, Annals of human genetics.

[65]  Joshua M. Akey,et al.  Resurrecting Surviving Neandertal Lineages from Modern Human Genomes , 2014, Science.