1
|
Gopalan S, Atkinson EG, Buck LT, Weaver TD, Henn BM. Inferring archaic introgression from hominin genetic data. Evol Anthropol 2021; 30:199-220. [PMID: 33951239 PMCID: PMC8360192 DOI: 10.1002/evan.21895] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2019] [Revised: 08/03/2020] [Accepted: 03/29/2021] [Indexed: 01/05/2023]
Abstract
Questions surrounding the timing, extent, and evolutionary consequences of archaic admixture into human populations have a long history in evolutionary anthropology. More recently, advances in human genetics, particularly in the field of ancient DNA, have shed new light on the question of whether or not Homo sapiens interbred with other hominin groups. By the late 1990s, published genetic work had largely concluded that archaic groups made no lasting genetic contribution to modern humans; less than a decade later, this conclusion was reversed following the successful DNA sequencing of an ancient Neanderthal. This reversal of consensus is noteworthy, but the reasoning behind it is not widely understood across all academic communities. There remains a communication gap between population geneticists and paleoanthropologists. In this review, we endeavor to bridge this gap by outlining how technological advancements, new statistical methods, and notable controversies ultimately led to the current consensus.
Collapse
Affiliation(s)
- Shyamalika Gopalan
- Department of Ecology and Evolution, Stony Brook University, Stony Brook, New York, USA.,Department of Evolutionary Anthropology, Duke University, Durham, North Carolina, USA
| | - Elizabeth G Atkinson
- Department of Ecology and Evolution, Stony Brook University, Stony Brook, New York, USA.,Analytic and Translational Genetics Unit, Massachusetts General Hospital and Stanley Center for Psychiatric Research, Broad Institute, Boston, Massachusetts, USA
| | - Laura T Buck
- Research Centre in Evolutionary Anthropology and Palaeoecology, Liverpool John Moores University, Liverpool, UK
| | - Timothy D Weaver
- Department of Anthropology, University of California, Davis, California, USA
| | - Brenna M Henn
- Department of Ecology and Evolution, Stony Brook University, Stony Brook, New York, USA.,Department of Anthropology, University of California, Davis, California, USA.,UC Davis Genome Center, University of California, Davis, California, USA
| |
Collapse
|
2
|
Tyagi R, Kumar S, Dalal A, Mohammed F, Mohanty M, Kaur P, Anand A. Repurposing Pathogenic Variants of DMD Gene and its Isoforms for DMD Exon Skipping Intervention. Curr Genomics 2020; 20:519-530. [PMID: 32655290 PMCID: PMC7327972 DOI: 10.2174/1389202920666191107142754] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
Background
Duchenne Muscular Dystrophy (DMD) is a progressive, fatal neuromuscular disorder caused by mutations in the DMD gene. Emerging antisense oligomer based exon skipping therapy provides hope for the restoration of the reading frame. Objectives
Population-based DMD mutation database may enable exon skipping to be used for the benefit of patients. Hence, we planned this study to identify DMD gene variants in North Indian DMD cases. Methods
A total of 100 DMD cases were recruited and Multiplex ligation-dependent probe amplification (MLPA) analysis was performed to obtain the deletion and duplication profile. Results
Copy number variations (deletion/duplication) were found in 80.85% of unrelated DMD cases. Sixty-eight percent of cases were found to have variations in the distal hotspot region (Exon 45-55) of the DMD gene. Exon 44/45 variations were found to be the most prominent among single exon variations, whereas exon 49/50 was found to be the most frequently mutated locations in single/multiple exon variations. As per Leiden databases, 86.84% cases harboured out-of-frame mutations. Domain wise investigation revealed that 68% of mutations were localized in the region of spectrin repeats. Dp140 isoform was predicted to be absent in 62/76 (81.57%) cases. A total of 45/80 (56.25%) and 23/80 (28.70%) DMD subjects were predicted to be amenable to exon 51 and exon 45 skipping trials, respectively. Conclusion
A major proportion of DMD subjects (80%) could be diagnosed by the MLPA technique. The data generated from our study may be beneficial for strengthening of mutation database in the North Indian population.
Collapse
Affiliation(s)
- Rahul Tyagi
- 1Neuroscience Research Lab, Department of Neurology, Postgraduate Institute of Medical Education and Research, Chandigarh, India; 2Diagnostics Division, Center for DNA fingerprinting and Diagnostics, Hyderabad, India; 3Genomics and Molecular Medicine Unit, Institute of Genomics and Integrative Biology, New Delhi, India; 4Department of Neurosurgery, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Sumit Kumar
- 1Neuroscience Research Lab, Department of Neurology, Postgraduate Institute of Medical Education and Research, Chandigarh, India; 2Diagnostics Division, Center for DNA fingerprinting and Diagnostics, Hyderabad, India; 3Genomics and Molecular Medicine Unit, Institute of Genomics and Integrative Biology, New Delhi, India; 4Department of Neurosurgery, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Ashwin Dalal
- 1Neuroscience Research Lab, Department of Neurology, Postgraduate Institute of Medical Education and Research, Chandigarh, India; 2Diagnostics Division, Center for DNA fingerprinting and Diagnostics, Hyderabad, India; 3Genomics and Molecular Medicine Unit, Institute of Genomics and Integrative Biology, New Delhi, India; 4Department of Neurosurgery, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Faruq Mohammed
- 1Neuroscience Research Lab, Department of Neurology, Postgraduate Institute of Medical Education and Research, Chandigarh, India; 2Diagnostics Division, Center for DNA fingerprinting and Diagnostics, Hyderabad, India; 3Genomics and Molecular Medicine Unit, Institute of Genomics and Integrative Biology, New Delhi, India; 4Department of Neurosurgery, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Manju Mohanty
- 1Neuroscience Research Lab, Department of Neurology, Postgraduate Institute of Medical Education and Research, Chandigarh, India; 2Diagnostics Division, Center for DNA fingerprinting and Diagnostics, Hyderabad, India; 3Genomics and Molecular Medicine Unit, Institute of Genomics and Integrative Biology, New Delhi, India; 4Department of Neurosurgery, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Paramvir Kaur
- 1Neuroscience Research Lab, Department of Neurology, Postgraduate Institute of Medical Education and Research, Chandigarh, India; 2Diagnostics Division, Center for DNA fingerprinting and Diagnostics, Hyderabad, India; 3Genomics and Molecular Medicine Unit, Institute of Genomics and Integrative Biology, New Delhi, India; 4Department of Neurosurgery, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Akshay Anand
- 1Neuroscience Research Lab, Department of Neurology, Postgraduate Institute of Medical Education and Research, Chandigarh, India; 2Diagnostics Division, Center for DNA fingerprinting and Diagnostics, Hyderabad, India; 3Genomics and Molecular Medicine Unit, Institute of Genomics and Integrative Biology, New Delhi, India; 4Department of Neurosurgery, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| |
Collapse
|
3
|
Abstract
The purpose of this Milankovitch review is to explain the significance of Quaternary DNA studies and the importance of the recent methodological advances that have enabled the study of late Quaternary remains in more detail, and the testing of new assumptions in evolutionary biology and phylogeography to reconstruct the past. The topic is wide, and this review is not intended to be an exhaustive account of all the aDNA work performed in the last three decades on late-Quaternary remains. Instead, it is a selection of relevant studies aimed at illustrating how aDNA has been used to reconstruct not only environments of the past, but also the history of many species including our own.
Collapse
|
4
|
Racimo F, Marnetto D, Huerta-Sánchez E. Signatures of Archaic Adaptive Introgression in Present-Day Human Populations. Mol Biol Evol 2017; 34:296-317. [PMID: 27756828 PMCID: PMC5400396 DOI: 10.1093/molbev/msw216] [Citation(s) in RCA: 76] [Impact Index Per Article: 10.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023] Open
Abstract
Comparisons of DNA from archaic and modern humans show that these groups interbred, and in some cases received an evolutionary advantage from doing so. This process-adaptive introgression-may lead to a faster rate of adaptation than is predicted from models with mutation and selection alone. Within the last couple of years, a series of studies have identified regions of the genome that are likely examples of adaptive introgression. In many cases, once a region was ascertained as being introgressed, commonly used statistics based on both haplotype as well as allele frequency information were employed to test for positive selection. Introgression by itself, however, changes both the haplotype structure and the distribution of allele frequencies, thus confounding traditional tests for detecting positive selection. Therefore, patterns generated by introgression alone may lead to false inferences of positive selection. Here we explore models involving both introgression and positive selection to investigate the behavior of various statistics under adaptive introgression. In particular, we find that the number and allelic frequencies of sites that are uniquely shared between archaic humans and specific present-day populations are particularly useful for detecting adaptive introgression. We then examine the 1000 Genomes dataset to characterize the landscape of uniquely shared archaic alleles in human populations. Finally, we identify regions that were likely subject to adaptive introgression and discuss some of the most promising candidate genes located in these regions.
Collapse
Affiliation(s)
- Fernando Racimo
- Department of Integrative Biology, University of California Berkeley, Berkeley, CA
| | - Davide Marnetto
- Department of Molecular Biotechnology and Health Sciences, University of Torino, Turin, Italy
| | | |
Collapse
|
5
|
Maisano Delser P, Neumann R, Ballereau S, Hallast P, Batini C, Zadik D, Jobling MA. Signatures of human European Palaeolithic expansion shown by resequencing of non-recombining X-chromosome segments. Eur J Hum Genet 2017; 25:485-492. [PMID: 28120839 PMCID: PMC5386427 DOI: 10.1038/ejhg.2016.207] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2016] [Revised: 11/07/2016] [Accepted: 12/14/2016] [Indexed: 11/09/2022] Open
Abstract
Human genetic diversity in Europe has been extensively studied using uniparentally inherited sequences (mitochondrial DNA (mtDNA) and the Y chromosome), which reveal very different patterns indicating sex-specific demographic histories. The X chromosome, haploid in males and inherited twice as often from mothers as from fathers, could provide insights into past female behaviours, but has not been extensively investigated. Here, we use HapMap single-nucleotide polymorphism data to identify genome-wide segments of the X chromosome in which recombination is historically absent and mutations are likely to be the only source of genetic variation, referring to these as phylogeographically informative haplotypes on autosomes and X chromosome (PHAXs). Three such sequences on the X chromosome spanning a total of ~49 kb were resequenced in 240 males from Europe, the Middle East and Africa at an average coverage of 181 ×. These PHAXs were confirmed to be essentially non-recombining across European samples. All three loci show highly homogeneous patterns across Europe and are highly differentiated from the African sample. Star-like structures of European-specific haplotypes in median-joining networks indicate past population expansions. Bayesian skyline plots and time-to-most-recent-common-ancestor estimates suggest expansions pre-dating the Neolithic transition, a finding that is more compatible with data on mtDNA than the Y chromosome, and with the female bias of X-chromosomal inheritance. This study demonstrates the potential of the use of X-chromosomal haplotype blocks, and the utility of the accurate ascertainment of rare variants for inferring human demographic history.
Collapse
Affiliation(s)
| | - Rita Neumann
- Department of Genetics, University of Leicester, Leicester, UK
| | | | - Pille Hallast
- Department of Genetics, University of Leicester, Leicester, UK
| | - Chiara Batini
- Department of Genetics, University of Leicester, Leicester, UK
| | - Daniel Zadik
- Department of Genetics, University of Leicester, Leicester, UK
| | - Mark A Jobling
- Department of Genetics, University of Leicester, Leicester, UK
| |
Collapse
|
6
|
Sugden LA, Ramachandran S. Integrating the signatures of demic expansion and archaic introgression in studies of human population genomics. Curr Opin Genet Dev 2016; 41:140-149. [PMID: 27743539 DOI: 10.1016/j.gde.2016.09.007] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2016] [Revised: 09/19/2016] [Accepted: 09/23/2016] [Indexed: 12/12/2022]
Abstract
Human population genomic studies have repeatedly observed a decrease in heterozygosity and an increase in linkage disequilibrium with geographic distance from Africa. While multiple demographic models can generate these patterns, many studies invoke the serial founder effect model, in which populations expand from a single origin and each new population's founders represent a subset of genetic variation in the previous population. The model assumes no admixture with archaic hominins, however, recent studies have identified loci in Homo sapiens bearing signatures of archaic introgression. These results appear to contradict the validity of analyses invoking the serial founder effect model, but we show these two perspectives are compatible. We also propose using the serial founder effect model as a null model for determining the signature of archaic admixture in modern human genomes at different geographic and genomic scales.
Collapse
Affiliation(s)
- Lauren Alpert Sugden
- Center for Computational Molecular Biology, Brown University, Providence, RI, USA; Department of Ecology and Evolutionary Biology, Brown University, Providence, RI, USA
| | - Sohini Ramachandran
- Center for Computational Molecular Biology, Brown University, Providence, RI, USA; Department of Ecology and Evolutionary Biology, Brown University, Providence, RI, USA.
| |
Collapse
|
7
|
Racimo F, Sankararaman S, Nielsen R, Huerta-Sánchez E. Evidence for archaic adaptive introgression in humans. Nat Rev Genet 2015; 16:359-71. [PMID: 25963373 PMCID: PMC4478293 DOI: 10.1038/nrg3936] [Citation(s) in RCA: 326] [Impact Index Per Article: 36.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
As modern and ancient DNA sequence data from diverse human populations accumulate, evidence is increasing in support of the existence of beneficial variants acquired from archaic humans that may have accelerated adaptation and improved survival in new environments - a process known as adaptive introgression. Within the past few years, a series of studies have identified genomic regions that show strong evidence for archaic adaptive introgression. Here, we provide an overview of the statistical methods developed to identify archaic introgressed fragments in the genome sequences of modern humans and to determine whether positive selection has acted on these fragments. We review recently reported examples of adaptive introgression, grouped by selection pressure, and consider the level of supporting evidence for each. Finally, we discuss challenges and recommendations for inferring selection on introgressed regions.
Collapse
Affiliation(s)
- Fernando Racimo
- Department of Integrative Biology, UC Berkeley, Berkeley CA 97420
| | | | - Rasmus Nielsen
- Department of Integrative Biology, UC Berkeley, Berkeley CA 97420
- Department of Statistics, UC Berkeley, Berkeley CA 97420
| | | |
Collapse
|
8
|
Abstract
Ackermann et al. treat both genetic and paleoanthropological data too superficially to support their conclusions. The case of FOXP2 and Neanderthals is a prime example, which I will comment on in some detail; the issues are much more complex than they appear in Ackermann et al.
Collapse
|
9
|
Abstract
In this article, we advance the concept of “evolutionary awareness,” a metacognitive framework that examines human thought and emotion from a naturalistic, evolutionary perspective. We begin by discussing the evolution and current functioning of the moral foundations on which our framework rests. Next, we discuss the possible applications of such an evolutionarily-informed ethical framework to several domains of human behavior, namely: sexual maturation, mate attraction, intrasexual competition, culture, and the separation between various academic disciplines. Finally, we discuss ways in which an evolutionary awareness can inform our cross-generational activities—which we refer to as “intergenerational extended phenotypes”—by helping us to construct a better future for ourselves, for other sentient beings, and for our environment.
Collapse
Affiliation(s)
- Gregory Gorelik
- Department of Psychology, Florida Atlantic University, Boca Raton FL, USA
| | | |
Collapse
|
10
|
Gomez F, Hirbo J, Tishkoff SA. Genetic variation and adaptation in Africa: implications for human evolution and disease. Cold Spring Harb Perspect Biol 2014; 6:a008524. [PMID: 24984772 DOI: 10.1101/cshperspect.a008524] [Citation(s) in RCA: 83] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Because modern humans originated in Africa and have adapted to diverse environments, African populations have high levels of genetic and phenotypic diversity. Thus, genomic studies of diverse African ethnic groups are essential for understanding human evolutionary history and how this leads to differential disease risk in all humans. Comparative studies of genetic diversity within and between African ethnic groups creates an opportunity to reconstruct some of the earliest events in human population history and are useful for identifying patterns of genetic variation that have been influenced by recent natural selection. Here we describe what is currently known about genetic variation and evolutionary history of diverse African ethnic groups. We also describe examples of recent natural selection in African genomes and how these data are informative for understanding the frequency of many genetic traits, including those that cause disease susceptibility in African populations and populations of recent African descent.
Collapse
Affiliation(s)
- Felicia Gomez
- Department of Genetics and Biology, School of Medicine and School of Arts and Sciences, University of Pennsylvania, Philadelphia, Pennsylvania 19104 Hominid Paleobiology Doctoral Program and The Center for the Advanced Study of Hominid Paleobiology, Department of Anthropology, The George Washington University, Washington, D.C. 20052
| | - Jibril Hirbo
- Department of Genetics and Biology, School of Medicine and School of Arts and Sciences, University of Pennsylvania, Philadelphia, Pennsylvania 19104
| | - Sarah A Tishkoff
- Department of Genetics and Biology, School of Medicine and School of Arts and Sciences, University of Pennsylvania, Philadelphia, Pennsylvania 19104
| |
Collapse
|
11
|
The genomic landscape of Neanderthal ancestry in present-day humans. Nature 2014; 507:354-7. [PMID: 24476815 PMCID: PMC4072735 DOI: 10.1038/nature12961] [Citation(s) in RCA: 547] [Impact Index Per Article: 54.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2013] [Accepted: 12/18/2013] [Indexed: 12/31/2022]
Abstract
Analyses of Neandertal genomes have revealed that Neandertals have
contributed genetic variants to modern humans1–2. The
antiquity of Neandertal gene flow into modern humans means that regions that
derive from Neandertals in any one human today are usually less than a hundred
kilobases in size. However, Neandertal haplotypes are also distinctive enough
that several studies have been able to detect Neandertal ancestry at specific
loci1,3–8. Here, we have systematically inferred Neandertal haplotypes
in the genomes of 1,004 present-day humans12. Regions that harbor a high frequency of Neandertal
alleles in modern humans are enriched for genes affecting keratin filaments
suggesting that Neandertal alleles may have helped modern humans adapt to
non-African environments. Neandertal alleles also continue to shape human
biology, as we identify multiple Neandertal-derived alleles that confer risk for
disease. We also identify regions of millions of base pairs that are nearly
devoid of Neandertal ancestry and enriched in genes, implying selection to
remove genetic material derived from Neandertals. Neandertal ancestry is
significantly reduced in genes specifically expressed in testis, and there is an
approximately 5-fold reduction of Neandertal ancestry on chromosome X, which is
known to harbor a disproportionate fraction of male hybrid sterility
genes20–22. These results suggest that
part of the reduction in Neandertal ancestry near genes is due to Neandertal
alleles that reduced fertility in males when moved to a modern human genetic
background.
Collapse
|
12
|
Elhaik E, Greenspan E, Staats S, Krahn T, Tyler-Smith C, Xue Y, Tofanelli S, Francalacci P, Cucca F, Pagani L, Jin L, Li H, Schurr TG, Greenspan B, Spencer Wells R. The GenoChip: a new tool for genetic anthropology. Genome Biol Evol 2013; 5:1021-31. [PMID: 23666864 PMCID: PMC3673633 DOI: 10.1093/gbe/evt066] [Citation(s) in RCA: 47] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
The Genographic Project is an international effort aimed at charting human migratory history. The project is nonprofit and nonmedical, and, through its Legacy Fund, supports locally led efforts to preserve indigenous and traditional cultures. Although the first phase of the project was focused on uniparentally inherited markers on the Y-chromosome and mitochondrial DNA (mtDNA), the current phase focuses on markers from across the entire genome to obtain a more complete understanding of human genetic variation. Although many commercial arrays exist for genome-wide single-nucleotide polymorphism (SNP) genotyping, they were designed for medical genetic studies and contain medically related markers that are inappropriate for global population genetic studies. GenoChip, the Genographic Project’s new genotyping array, was designed to resolve these issues and enable higher resolution research into outstanding questions in genetic anthropology. The GenoChip includes ancestry informative markers obtained for over 450 human populations, an ancient human (Saqqaq), and two archaic hominins (Neanderthal and Denisovan) and was designed to identify all known Y-chromosome and mtDNA haplogroups. The chip was carefully vetted to avoid inclusion of medically relevant markers. To demonstrate its capabilities, we compared the FST distributions of GenoChip SNPs to those of two commercial arrays. Although all arrays yielded similarly shaped (inverse J) FST distributions, the GenoChip autosomal and X-chromosomal distributions had the highest mean FST, attesting to its ability to discern subpopulations. The chip performances are illustrated in a principal component analysis for 14 worldwide populations. In summary, the GenoChip is a dedicated genotyping platform for genetic anthropology. With an unprecedented number of approximately 12,000 Y-chromosomal and approximately 3,300 mtDNA SNPs and over 130,000 autosomal and X-chromosomal SNPs without any known health, medical, or phenotypic relevance, the GenoChip is a useful tool for genetic anthropology and population genetics.
Collapse
Affiliation(s)
- Eran Elhaik
- Department of Mental Health, Johns Hopkins University Bloomberg School of Public Health, USA
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
13
|
Labuda D, Yotova V, Lefebvre JF, Moreau C, Utermann G, Williams SM. X-linked MTMR8 diversity and evolutionary history of sub-Saharan populations. PLoS One 2013; 8:e80710. [PMID: 24282552 PMCID: PMC3839994 DOI: 10.1371/journal.pone.0080710] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2013] [Accepted: 10/07/2013] [Indexed: 01/04/2023] Open
Abstract
The genetic diversity within an 11 kb segment of the MTMR8 gene in a sample of 111 sub-Saharan and 49 non-African X chromosomes was investigated to assess the early evolutionary history of sub-Saharan Africans and the out-of-Africa expansion. The analyses revealed a complex genetic structure of the Africans that contributed to the emergence of modern humans. We observed partitioning of two thirds of old lineages among southern, west/central and east African populations indicating ancient population stratification predating the out of Africa migration. Age estimates of these lineages, older than coalescence times of uniparentally inherited markers, raise the question whether contemporary humans originated from a single population or as an amalgamation of different populations separated by years of independent evolution, thus suggesting a greater antiquity of our species than generally assumed. While the oldest sub-Saharan lineages, ∼500 thousand years, are found among Khoe-San from southern-Africa, a distinct haplotype found among Biaka is likely due to admixture from an even older population. An East African population that gave rise to non-Africans underwent a selective sweep affecting the subcentromeric region where MTMR8 is located. This and similar sweeps in four other regions of the X chromosome, documented in the literature, effectively reduced genetic diversity of non-African chromosomes and therefore may have exacerbated the effect of the demographic bottleneck usually ascribed to the out of Africa migration. Our data is suggestive, however, that a bottleneck, occurred in Africa before range expansion.
Collapse
Affiliation(s)
- Damian Labuda
- Centre de Recherche, CHU Sainte-Justine, Université de Montréal, Montréal, Québec, Canada
- Département de Pédiatrie, Université de Montréal, Montréal, Québec, Canada
- * E-mail:
| | - Vania Yotova
- Centre de Recherche, CHU Sainte-Justine, Université de Montréal, Montréal, Québec, Canada
| | - Jean-François Lefebvre
- Centre de Recherche, CHU Sainte-Justine, Université de Montréal, Montréal, Québec, Canada
| | - Claudia Moreau
- Centre de Recherche, CHU Sainte-Justine, Université de Montréal, Montréal, Québec, Canada
| | - Gerd Utermann
- Department of Medical Genetics, Molecular and Clinical Pharmacology, Medical University of Innsbruck, Innsbruck, Austria
| | - Scott M. Williams
- Department of Genetics, Geisel School of Medicine, Dartmouth College, Hanover, New Hampshire, United States of America
| |
Collapse
|
14
|
Gokcumen O, Zhu Q, Mulder LCF, Iskow RC, Austermann C, Scharer CD, Raj T, Boss JM, Sunyaev S, Price A, Stranger B, Simon V, Lee C. Balancing selection on a regulatory region exhibiting ancient variation that predates human-neandertal divergence. PLoS Genet 2013; 9:e1003404. [PMID: 23593015 PMCID: PMC3623772 DOI: 10.1371/journal.pgen.1003404] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2012] [Accepted: 02/07/2013] [Indexed: 11/25/2022] Open
Abstract
Ancient population structure shaping contemporary genetic variation has been recently appreciated and has important implications regarding our understanding of the structure of modern human genomes. We identified a ∼36-kb DNA segment in the human genome that displays an ancient substructure. The variation at this locus exists primarily as two highly divergent haplogroups. One of these haplogroups (the NE1 haplogroup) aligns with the Neandertal haplotype and contains a 4.6-kb deletion polymorphism in perfect linkage disequilibrium with 12 single nucleotide polymorphisms (SNPs) across diverse populations. The other haplogroup, which does not contain the 4.6-kb deletion, aligns with the chimpanzee haplotype and is likely ancestral. Africans have higher overall pairwise differences with the Neandertal haplotype than Eurasians do for this NE1 locus (p<10−15). Moreover, the nucleotide diversity at this locus is higher in Eurasians than in Africans. These results mimic signatures of recent Neandertal admixture contributing to this locus. However, an in-depth assessment of the variation in this region across multiple populations reveals that African NE1 haplotypes, albeit rare, harbor more sequence variation than NE1 haplotypes found in Europeans, indicating an ancient African origin of this haplogroup and refuting recent Neandertal admixture. Population genetic analyses of the SNPs within each of these haplogroups, along with genome-wide comparisons revealed significant FST (p = 0.00003) and positive Tajima's D (p = 0.00285) statistics, pointing to non-neutral evolution of this locus. The NE1 locus harbors no protein-coding genes, but contains transcribed sequences as well as sequences with putative regulatory function based on bioinformatic predictions and in vitro experiments. We postulate that the variation observed at this locus predates Human–Neandertal divergence and is evolving under balancing selection, especially among European populations. Natural selection shapes the genome in a non-random way, as an allele that contributes more to the reproductive fitness of a species increases in frequency within the population. Under balancing selection, a particular kind of natural selection, more than one allele increases in frequency in the population, likely due to a reproductive advantage of individuals carrying both alleles. Only a handful of loci have been well documented to evolve under balancing selection, with the HBB gene (sickle cell locus) being the best studied. Here, we report a non-coding (but putatively functional) locus that has maintained two divergent alleles in the human population since before the Human–Neandertal divergence and is therefore likely to be under balancing selection. These findings also provide a clear example for ancient African substructure.
Collapse
Affiliation(s)
- Omer Gokcumen
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts, United States of America
- Harvard Medical School, Boston, Massachusetts, United States of America
| | - Qihui Zhu
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts, United States of America
- Harvard Medical School, Boston, Massachusetts, United States of America
| | - Lubbertus C. F. Mulder
- Department of Microbiology, Mount Sinai School of Medicine, New York, New York, United States of America
| | - Rebecca C. Iskow
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts, United States of America
- Harvard Medical School, Boston, Massachusetts, United States of America
| | - Christian Austermann
- Department of Microbiology, Mount Sinai School of Medicine, New York, New York, United States of America
| | - Christopher D. Scharer
- Department of Microbiology, Emory University, Atlanta, Georgia, United States of America
| | - Towfique Raj
- Harvard Medical School, Boston, Massachusetts, United States of America
- Division of Genetics, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts, United States of America
| | - Jeremy M. Boss
- Department of Microbiology, Emory University, Atlanta, Georgia, United States of America
| | - Shamil Sunyaev
- Harvard Medical School, Boston, Massachusetts, United States of America
- Division of Genetics, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts, United States of America
| | - Alkes Price
- Department of Epidemiology, Harvard School of Public Health, Boston, Massachusetts, United States of America
- Department of Biostatistics, Harvard School of Public Health, Boston, Massachusetts, United States of America
| | - Barbara Stranger
- Harvard Medical School, Boston, Massachusetts, United States of America
- Division of Genetics, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts, United States of America
| | - Viviana Simon
- Department of Microbiology, Mount Sinai School of Medicine, New York, New York, United States of America
- Global Health and Emerging Pathogens Institute, New York, New York, United States of America
- Division of Infectious Diseases, Department of Medicine, New York, New York, United States of America
- * E-mail: (VS); (CL)
| | - Charles Lee
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts, United States of America
- Harvard Medical School, Boston, Massachusetts, United States of America
- * E-mail: (VS); (CL)
| |
Collapse
|
15
|
Sánchez-Quinto F, Botigué LR, Civit S, Arenas C, Ávila-Arcos MC, Bustamante CD, Comas D, Lalueza-Fox C. North African populations carry the signature of admixture with Neandertals. PLoS One 2012; 7:e47765. [PMID: 23082212 PMCID: PMC3474783 DOI: 10.1371/journal.pone.0047765] [Citation(s) in RCA: 58] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2012] [Accepted: 09/20/2012] [Indexed: 11/19/2022] Open
Abstract
One of the main findings derived from the analysis of the Neandertal genome was the evidence for admixture between Neandertals and non-African modern humans. An alternative scenario is that the ancestral population of non-Africans was closer to Neandertals than to Africans because of ancient population substructure. Thus, the study of North African populations is crucial for testing both hypotheses. We analyzed a total of 780,000 SNPs in 125 individuals representing seven different North African locations and searched for their ancestral/derived state in comparison to different human populations and Neandertals. We found that North African populations have a significant excess of derived alleles shared with Neandertals, when compared to sub-Saharan Africans. This excess is similar to that found in non-African humans, a fact that can be interpreted as a sign of Neandertal admixture. Furthermore, the Neandertal's genetic signal is higher in populations with a local, pre-Neolithic North African ancestry. Therefore, the detected ancient admixture is not due to recent Near Eastern or European migrations. Sub-Saharan populations are the only ones not affected by the admixture event with Neandertals.
Collapse
Affiliation(s)
| | - Laura R. Botigué
- Institut de Biologia Evolutiva (CSIC-Universitat Pompeu Fabra), Barcelona, Spain
| | - Sergi Civit
- Departament d'Estadística, Universitat de Barcelona, Barcelona, Spain
| | - Conxita Arenas
- Departament d'Estadística, Universitat de Barcelona, Barcelona, Spain
| | - María C. Ávila-Arcos
- Centre for GeoGenetics, Natural History Museum of Denmark, University of Copenhagen, Copenhagen, Denmark
| | - Carlos D. Bustamante
- Department of Genetics, Stanford University, Stanford, California, United States of America
| | - David Comas
- Institut de Biologia Evolutiva (CSIC-Universitat Pompeu Fabra), Barcelona, Spain
| | - Carles Lalueza-Fox
- Institut de Biologia Evolutiva (CSIC-Universitat Pompeu Fabra), Barcelona, Spain
| |
Collapse
|
16
|
Mendez FL, Watkins JC, Hammer MF. A haplotype at STAT2 Introgressed from neanderthals and serves as a candidate of positive selection in Papua New Guinea. Am J Hum Genet 2012; 91:265-74. [PMID: 22883142 DOI: 10.1016/j.ajhg.2012.06.015] [Citation(s) in RCA: 99] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2011] [Revised: 05/14/2012] [Accepted: 06/21/2012] [Indexed: 01/17/2023] Open
Abstract
Signals of archaic admixture have been identified through comparisons of the draft Neanderthal and Denisova genomes with those of living humans. Studies of individual loci contributing to these genome-wide average signals are required for characterization of the introgression process and investigation of whether archaic variants conferred an adaptive advantage to the ancestors of contemporary human populations. However, no definitive case of adaptive introgression has yet been described. Here we provide a DNA sequence analysis of the innate immune gene STAT2 and show that a haplotype carried by many Eurasians (but not sub-Saharan Africans) has a sequence that closely matches that of the Neanderthal STAT2. This haplotype, referred to as N, was discovered through a resequencing survey of the entire coding region of STAT2 in a global sample of 90 individuals. Analyses of publicly available complete genome sequence data show that haplotype N shares a recent common ancestor with the Neanderthal sequence (~80 thousand years ago) and is found throughout Eurasia at an average frequency of ~5%. Interestingly, N is found in Melanesian populations at ~10-fold higher frequency (~54%) than in Eurasian populations. A neutrality test that controls for demography rejects the hypothesis that a variant of N rose to high frequency in Melanesia by genetic drift alone. Although we are not able to pinpoint the precise target of positive selection, we identify nonsynonymous mutations in ERBB3, ESYT1, and STAT2-all of which are part of the same 250 kb introgressive haplotype-as good candidates.
Collapse
Affiliation(s)
- Fernando L Mendez
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ 85721, USA
| | | | | |
Collapse
|
17
|
Abstract
In the last few years, two paradigms underlying human evolution have crumbled. Modern humans have not totally replaced previous hominins without any admixture, and the expected signatures of adaptations to new environments are surprisingly lacking at the genomic level. Here we review current evidence about archaic admixture and lack of strong selective sweeps in humans. We underline the need to properly model differential admixture in various populations to correctly reconstruct past demography. We also stress the importance of taking into account the spatial dimension of human evolution, which proceeded by a series of range expansions that could have promoted both the introgression of archaic genes and background selection.
Collapse
Affiliation(s)
- Isabel Alves
- CMPG, Institute of Ecology and Evolution, Berne, Switzerland
- Swiss Institute of Bioinformatics, Lausanne, Switzerland
- Population and Conservation Genetics Group, Instituto Gulbenkian de Ciência, Oeiras, Portugal
| | - Anna Šrámková Hanulová
- CMPG, Institute of Ecology and Evolution, Berne, Switzerland
- Swiss Institute of Bioinformatics, Lausanne, Switzerland
| | - Matthieu Foll
- CMPG, Institute of Ecology and Evolution, Berne, Switzerland
- Swiss Institute of Bioinformatics, Lausanne, Switzerland
| | - Laurent Excoffier
- CMPG, Institute of Ecology and Evolution, Berne, Switzerland
- Swiss Institute of Bioinformatics, Lausanne, Switzerland
- * E-mail:
| |
Collapse
|
18
|
Bi CL, Guo GY, Zhang X, Tian YH, Shen YZ. [Progresses on Neandertal genomics]. YI CHUAN = HEREDITAS 2012; 34:659-665. [PMID: 22698735 DOI: 10.3724/sp.j.1005.2012.00659] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
Neandertal is our closest known relative and also an archaic hominid reserving the richest fossils. Whether the Neandertals exchanged their DNA with modern human or not is a matter of debate on the modern human origin. The progresses on the mitochondrial and nuclear genomes of Neandertals in recent years were reviewed in this paper. Recent study has revealed possible genetic contribution of Neandertals to the modern human to some extent, which arose the rethinking of modern human origin. The experiences gained in the research on Neandertals will benefit the study on archaic hominids, unravel the mystery of modern human origin, and enrich the relative theoretical systems in evolutionary biological field.
Collapse
Affiliation(s)
- Cai-Li Bi
- College of Life Science, Hebei Normal University, Shijiazhuang 050016, China.
| | | | | | | | | |
Collapse
|
19
|
Georgiades K, Raoult D. How microbiology helps define the rhizome of life. Front Cell Infect Microbiol 2012; 2:60. [PMID: 22919651 PMCID: PMC3417629 DOI: 10.3389/fcimb.2012.00060] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2012] [Accepted: 04/16/2012] [Indexed: 01/24/2023] Open
Abstract
In contrast to the tree of life (TOF) theory, species are mosaics of gene sequences with different origins. Observations of the extensive lateral sequence transfers in all organisms have demonstrated that the genomes of all life forms are collections of genes with different evolutionary histories that cannot be represented by a single TOF. Moreover, genes themselves commonly have several origins due to recombination. The human genome is not free from recombination events, so it is a mosaic like other organisms' genomes. Recent studies have demonstrated evidence for the integration of parasitic DNA into the human genome. Lateral transfer events have been accepted as major contributors of genome evolution in free-living bacteria. Furthermore, the accumulation of genomic sequence data provides evidence for extended genetic exchanges in intracellular bacteria and suggests that such events constitute an agent that promotes and maintains all bacterial species. Archaea and viruses also form chimeras containing primarily bacterial but also eukaryotic sequences. In addition to lateral transfers, orphan genes are indicative of the fact that gene creation is a permanent and unsettled phenomenon. Currently, a rhizome may more adequately represent the multiplicity and de novo creation of a genome. We wanted to confirm that the term “rhizome” in evolutionary biology applies to the entire cellular life history. This view of evolution should resemble a clump of roots representing the multiple origins of the repertoires of the genes of each species.
Collapse
Affiliation(s)
- Kalliopi Georgiades
- Faculté de Médecine La Timone, Unité de Recherche en Maladies Infectieuses Tropical Emergentes (URMITE), CNRS-IRD UMR 6236-198, Université de la Méditerranée Marseille, France
| | | |
Collapse
|
20
|
Abstract
In order to understand the genetic basis for the evolutionary success of modern humans, it is necessary to compare their genetic makeup to that of closely related species. Unfortunately, our closest living relatives, the chimpanzees, are evolutionarily quite distant. With the advent of ancient DNA study and more recently paleogenomics - the study of the genomes of ancient organisms - it has become possible to compare human genomes to those of much more closely related groups. Our closest known relatives are the Neanderthals, which evolved and lived in Europe and Western Asia, from about 600,000 years ago until their disappearance around 30,000 years ago following the expansion of anatomically modern humans into their range. The closely related Denisovans are only known by virtue of their DNA, which has been extracted from bone fragments dating around 30,000 to 50,000 years ago found in a single Siberian cave. Analyses of Neanderthal and Denisovan nuclear and mitochondrial genomes have revealed surprising insights into these archaic humans as well as our own species. The genomes provide a preliminary catalogue of derived amino acids that are specific to all extant modern humans, thus offering insights into the functional differences between the three lineages. In addition, the genomes provide evidence of gene flow between the three lineages after anatomically modern humans left Africa, drastically changing our view of human evolution.
Collapse
|
21
|
Donahoe JW. Reflections on Behavior Analysis and Evolutionary Biology: A Selective Review of Evolution Since Darwin—The First 150 Years. Edited by M. A. Bell, D. J. Futuyama, W. F. Eanes, & J. S. Levinton. J Exp Anal Behav 2012; 97:249-260. [PMCID: PMC3292234 DOI: 10.1901/jeab.2012.97-249] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2011] [Accepted: 12/16/2011] [Indexed: 07/30/2023]
Abstract
This review focuses on parallels between the selectionist sciences of evolutionary biology and behavior analysis. In selectionism, complex phenomena are interpreted as the cumulative products of relatively simple processes acting over time—natural selection in evolutionary biology and reinforcement in behavior analysis. Because evolutionary biology is the more mature science, an examination of the factors that led to the triumph of natural selection provides clues whereby reinforcement may achieve a similar fate in the science of behavior.
Collapse
Affiliation(s)
- John W Donahoe
- Correspondence may be addressed to John W Donahoe, Professor Emeritus, Department of Psychology, Program in Behavioral Neuroscience, University of Massachusetts, Amherst, MA 01003 (e-mail: )
| |
Collapse
|
22
|
Rose JI, Usik VI, Marks AE, Hilbert YH, Galletti CS, Parton A, Geiling JM, Cerný V, Morley MW, Roberts RG. The Nubian Complex of Dhofar, Oman: an African middle stone age industry in Southern Arabia. PLoS One 2011; 6:e28239. [PMID: 22140561 PMCID: PMC3227647 DOI: 10.1371/journal.pone.0028239] [Citation(s) in RCA: 154] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2011] [Accepted: 11/04/2011] [Indexed: 11/30/2022] Open
Abstract
Despite the numerous studies proposing early human population expansions from Africa into Arabia during the Late Pleistocene, no archaeological sites have yet been discovered in Arabia that resemble a specific African industry, which would indicate demographic exchange across the Red Sea. Here we report the discovery of a buried site and more than 100 new surface scatters in the Dhofar region of Oman belonging to a regionally-specific African lithic industry--the late Nubian Complex--known previously only from the northeast and Horn of Africa during Marine Isotope Stage 5, ∼128,000 to 74,000 years ago. Two optically stimulated luminescence age estimates from the open-air site of Aybut Al Auwal in Oman place the Arabian Nubian Complex at ∼106,000 years ago, providing archaeological evidence for the presence of a distinct northeast African Middle Stone Age technocomplex in southern Arabia sometime in the first half of Marine Isotope Stage 5.
Collapse
Affiliation(s)
- Jeffrey I Rose
- Institute of Archaeology and Antiquity, University of Birmingham, Birmingham, United Kingdom.
| | | | | | | | | | | | | | | | | | | |
Collapse
|
23
|
Abi-Rached L, Jobin MJ, Kulkarni S, McWhinnie A, Dalva K, Gragert L, Babrzadeh F, Gharizadeh B, Luo M, Plummer FA, Kimani J, Carrington M, Middleton D, Rajalingam R, Beksac M, Marsh SGE, Maiers M, Guethlein LA, Tavoularis S, Little AM, Green RE, Norman PJ, Parham P. The shaping of modern human immune systems by multiregional admixture with archaic humans. Science 2011; 334:89-94. [PMID: 21868630 PMCID: PMC3677943 DOI: 10.1126/science.1209202] [Citation(s) in RCA: 302] [Impact Index Per Article: 23.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
Abstract
Whole genome comparisons identified introgression from archaic to modern humans. Our analysis of highly polymorphic human leukocyte antigen (HLA) class I, vital immune system components subject to strong balancing selection, shows how modern humans acquired the HLA-B*73 allele in west Asia through admixture with archaic humans called Denisovans, a likely sister group to the Neandertals. Virtual genotyping of Denisovan and Neandertal genomes identified archaic HLA haplotypes carrying functionally distinctive alleles that have introgressed into modern Eurasian and Oceanian populations. These alleles, of which several encode unique or strong ligands for natural killer cell receptors, now represent more than half the HLA alleles of modern Eurasians and also appear to have been later introduced into Africans. Thus, adaptive introgression of archaic alleles has significantly shaped modern human immune systems.
Collapse
Affiliation(s)
- Laurent Abi-Rached
- Department of Structural Biology and Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, California, USA
| | - Matthew J Jobin
- Department of Anthropology, Santa Clara University, Santa Clara, California, USA
- Department of Anthropology, Stanford University, Stanford, California, USA
| | - Subhash Kulkarni
- Department of Structural Biology and Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, California, USA
| | | | - Klara Dalva
- Department of Hematology, Ankara University, Ankara, Turkey
| | - Loren Gragert
- National Marrow Donor Program, Minneapolis, Minnesota, USA
| | - Farbod Babrzadeh
- Stanford Genome Technology Center, Stanford University School of Medicine, Palo Alto, California, USA
| | - Baback Gharizadeh
- Stanford Genome Technology Center, Stanford University School of Medicine, Palo Alto, California, USA
| | - Ma Luo
- Public Health Agency of Canada, National Microbiology Laboratory, Winnipeg, Manitoba, Canada, and Department of Medical Microbiology, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Francis A Plummer
- Public Health Agency of Canada, National Microbiology Laboratory, Winnipeg, Manitoba, Canada, and Department of Medical Microbiology, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Joshua Kimani
- Department of Medical Microbiology, University of Nairobi, Nairobi, Kenya
| | - Mary Carrington
- Cancer and Inflammation Program, Laboratory of Experimental Immunology, SAIC-Frederick, Inc., National Cancer Institute-Frederick, Frederick, Maryland, USA and Ragon Institute of MGH, MIT and Harvard, Boston, Massachusetts, USA
| | - Derek Middleton
- Division of Immunology, School of Infection and Host Defense, University of Liverpool, Transplant Immunology, Royal Liverpool University Hospital, Liverpool, UK
| | - Raja Rajalingam
- UCLA Immunogenetics Center, Department of Pathology and Laboratory Medicine, David Geffen School of Medicine at UCLA, University of California at Los Angeles, Los Angeles, California, USA
| | - Meral Beksac
- Department of Hematology, Ankara University, Ankara, Turkey
| | - Steven GE Marsh
- Anthony Nolan Research Institute, Royal Free Hospital, London, UK
- UCL Cancer Institute, Royal Free Campus, London, UK
| | - Martin Maiers
- National Marrow Donor Program, Minneapolis, Minnesota, USA
| | - Lisbeth A Guethlein
- Department of Structural Biology and Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, California, USA
| | - Sofia Tavoularis
- Canadian Blood Services, Head Office, HLA Laboratory, Ottawa, Canada
| | - Ann-Margaret Little
- Anthony Nolan Research Institute, Royal Free Hospital, London, UK
- UCL Cancer Institute, Royal Free Campus, London, UK
| | - Richard E Green
- Department of Biomolecular Engineering, University of California Santa Cruz, Santa Cruz, California, USA
| | - Paul J Norman
- Department of Structural Biology and Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, California, USA
| | - Peter Parham
- Department of Structural Biology and Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, California, USA
| |
Collapse
|