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Featured researches published by Felix M. Key.


Science | 2017

A high-coverage Neandertal genome from Vindija Cave in Croatia

Kay Prüfer; Cesare de Filippo; Steffi Grote; Fabrizio Mafessoni; Petra Korlević; Mateja Hajdinjak; Benjamin Vernot; Laurits Skov; Pinghsun Hsieh; Stéphane Peyrégne; David Reher; Charlotte Hopfe; Sarah Nagel; Tomislav Maricic; Qiaomei Fu; Christoph Theunert; Rebekah L. Rogers; Pontus Skoglund; Manjusha Chintalapati; Michael Dannemann; Bradley J. Nelson; Felix M. Key; Pavao Rudan; Željko Kućan; Ivan Gušić; Liubov V. Golovanova; Vladimir B. Doronichev; Nick Patterson; David Reich; Evan E. Eichler

Revelations from a Vindija Neandertal genome Neandertals clearly interbred with the ancestors of non-African modern humans, but many questions remain about our closest ancient relatives. Prüfer et al. present a 30-fold-coverage genome sequence from 50,000- to 65,000-year-old samples from a Neandertal woman found in Vindija, Croatia, and compared this sequence with genomes obtained from the Altai Neandertal, the Denisovans, and ancient and modern humans (see the Perspective by Bergström and Tyler-Smith). Neandertals likely lived in small groups and had lower genetic diversity than modern humans. The findings increase the number of Neandertal variants identified within populations of modern humans, and they suggest that a larger number of phenotypic and diseaserelated variants with Neandertal ancestry remain in the modern Eurasian gene pool than previously thought. Science, this issue p. 655; see also p. 586 A second deep-sequenced Neandertal genome reveals more about Neandertals and their relationships with ancient humans. To date, the only Neandertal genome that has been sequenced to high quality is from an individual found in Southern Siberia. We sequenced the genome of a female Neandertal from ~50,000 years ago from Vindija Cave, Croatia, to ~30-fold genomic coverage. She carried 1.6 differences per 10,000 base pairs between the two copies of her genome, fewer than present-day humans, suggesting that Neandertal populations were of small size. Our analyses indicate that she was more closely related to the Neandertals that mixed with the ancestors of present-day humans living outside of sub-Saharan Africa than the previously sequenced Neandertal from Siberia, allowing 10 to 20% more Neandertal DNA to be identified in present-day humans, including variants involved in low-density lipoprotein cholesterol concentrations, schizophrenia, and other diseases.


PLOS Genetics | 2014

Selection on a Variant Associated with Improved Viral Clearance Drives Local, Adaptive Pseudogenization of Interferon Lambda 4 (IFNL4)

Felix M. Key; Benjamin M. Peter; Megan Y. Dennis; Emilia Huerta-Sanchez; Wei Tang; Ludmila Prokunina-Olsson; Rasmus Nielsen; Aida M. Andrés

Interferon lambda 4 gene (IFNL4) encodes IFN-λ4, a new member of the IFN-λ family with antiviral activity. In humans IFNL4 open reading frame is truncated by a polymorphic frame-shift insertion that eliminates IFN-λ4 and turns IFNL4 into a polymorphic pseudogene. Functional IFN-λ4 has antiviral activity but the elimination of IFN-λ4 through pseudogenization is strongly associated with improved clearance of hepatitis C virus (HCV) infection. We show that functional IFN-λ4 is conserved and evolutionarily constrained in mammals and thus functionally relevant. However, the pseudogene has reached moderately high frequency in Africa, America, and Europe, and near fixation in East Asia. In fact, the pseudogenizing variant is among the 0.8% most differentiated SNPs between Africa and East Asia genome-wide. Its raise in frequency is associated with additional evidence of positive selection, which is strongest in East Asia, where this variant falls in the 0.5% tail of SNPs with strongest signatures of recent positive selection genome-wide. Using a new Approximate Bayesian Computation (ABC) approach we infer that the pseudogenizing allele appeared just before the out-of-Africa migration and was immediately targeted by moderate positive selection; selection subsequently strengthened in European and Asian populations resulting in the high frequency observed today. This provides evidence for a changing adaptive process that, by favoring IFN-λ4 inactivation, has shaped present-day phenotypic diversity and susceptibility to disease.


Current Opinion in Genetics & Development | 2014

Advantageous diversity maintained by balancing selection in humans.

Felix M. Key; João C. Teixeira; Cesare de Filippo; Aida M. Andrés

Most human polymorphisms are neutral or slightly deleterious, but some genetic variation is advantageous and maintained in populations by balancing selection. Considered a rarity and overlooked for years, balanced polymorphisms have recently received renewed attention with several lines of evidence showing their relevance in human evolution. From theoretical work on its role in adaptation to empirical studies that identify its targets, recent developments have showed that balancing selection is more prevalent than previously thought. Here we review these developments and discuss their implications in our understanding of the influence of balancing selection in human evolution. We also review existing evidence on the biological functions that benefit most from advantageous diversity, and the functional consequences of these variants. Overall, we argue that balancing selection must be considered an important selective force in human evolution.


Trends in Genetics | 2017

Mining Metagenomic Data Sets for Ancient DNA: Recommended Protocols for Authentication

Felix M. Key; Cosimo Posth; Johannes Krause; Alexander Herbig; Kirsten I. Bos

While a comparatively young area of research, investigations relying on ancient DNA data have been highly valuable in revealing snapshots of genetic variation in both the recent and the not-so-recent past. Born out of a tradition of single-locus PCR-based approaches that often target individual species, stringent criteria for both data acquisition and analysis were introduced early to establish high standards of data quality. Today, the immense volume of data made available through next-generation sequencing has significantly increased the analytical resolution offered by processing ancient tissues and permits parallel analyses of host and microbial communities. The adoption of this new approach to data acquisition, however, requires an accompanying update on methods of DNA authentication, especially given that ancient molecules are expected to exist in low proportions in archaeological material, where an environmental signal is likely to dominate. In this review, we provide a summary of recent data authentication approaches that have been successfully used to distinguish between endogenous and nonendogenous DNA sequences in metagenomic data sets. While our discussion mostly centers on the detection of ancient human and ancient bacterial pathogen DNA, their applicability is far wider.


Nature Communications | 2016

Human adaptation and population differentiation in the light of ancient genomes.

Felix M. Key; Qiaomei Fu; Frédéric Romagné; Michael Lachmann; Aida M. Andrés

The influence of positive selection sweeps in human evolution is increasingly debated, although our ability to detect them is hampered by inherent uncertainties in the timing of past events. Ancient genomes provide snapshots of allele frequencies in the past and can help address this question. We combine modern and ancient genomic data in a simple statistic (DAnc) to time allele frequency changes, and investigate the role of drift and adaptation in population differentiation. Only 30% of the most strongly differentiated alleles between Africans and Eurasians changed in frequency during the colonization of Eurasia, but in Europe these alleles are enriched in genic and putatively functional alleles to an extent only compatible with local adaptation. Adaptive alleles—especially those associated with pigmentation—are mostly of hunter-gatherer origin, although lactose persistence arose in a haplotype present in farmers. These results provide evidence for a role of local adaptation in human population differentiation.


Molecular Biology and Evolution | 2016

Recent Selection Changes in Human Genes under Long-Term Balancing Selection

Cesare de Filippo; Felix M. Key; Silvia Ghirotto; Andrea Benazzo; Juan R. Meneu; Antje Weihmann; Nisc Comparative Sequence Program; Genís Parra; Eric D. Green; Aida M. Andrés

Balancing selection is an important evolutionary force that maintains genetic and phenotypic diversity in populations. Most studies in humans have focused on long-standing balancing selection, which persists over long periods of time and is generally shared across populations. But balanced polymorphisms can also promote fast adaptation, especially when the environment changes. To better understand the role of previously balanced alleles in novel adaptations, we analyzed in detail four loci as case examples of this mechanism. These loci show hallmark signatures of long-term balancing selection in African populations, but not in Eurasian populations. The disparity between populations is due to changes in allele frequencies, with intermediate frequency alleles in Africans (likely due to balancing selection) segregating instead at low- or high-derived allele frequency in Eurasia. We explicitly tested the support for different evolutionary models with an approximate Bayesian computation approach and show that the patterns in PKDREJ, SDR39U1, and ZNF473 are best explained by recent changes in selective pressure in certain populations. Specifically, we infer that alleles previously under long-term balancing selection, or alleles linked to them, were recently targeted by positive selection in Eurasian populations. Balancing selection thus likely served as a source of functional alleles that mediated subsequent adaptations to novel environments.


PLOS Genetics | 2018

Human local adaptation of the TRPM8 cold receptor along a latitudinal cline

Felix M. Key; Muslihudeen A. Abdul-Aziz; Roger Mundry; Benjamin M. Peter; Aarthi Sekar; Mauro D’Amato; Megan Y. Dennis; Joshua M. Schmidt; Aida M. Andrés

Ambient temperature is a critical environmental factor for all living organisms. It was likely an important selective force as modern humans recently colonized temperate and cold Eurasian environments. Nevertheless, as of yet we have limited evidence of local adaptation to ambient temperature in populations from those environments. To shed light on this question, we exploit the fact that humans are a cosmopolitan species that inhabit territories under a wide range of temperatures. Focusing on cold perception–which is central to thermoregulation and survival in cold environments–we show evidence of recent local adaptation on TRPM8. This gene encodes for a cation channel that is, to date, the only temperature receptor known to mediate an endogenous response to moderate cold. The upstream variant rs10166942 shows extreme population differentiation, with frequencies that range from 5% in Nigeria to 88% in Finland (placing this SNP in the 0.02% tail of the FST empirical distribution). When all populations are jointly analyzed, allele frequencies correlate with latitude and temperature beyond what can be explained by shared ancestry and population substructure. Using a Bayesian approach, we infer that the allele originated and evolved neutrally in Africa, while positive selection raised its frequency to different degrees in Eurasian populations, resulting in allele frequencies that follow a latitudinal cline. We infer strong positive selection, in agreement with ancient DNA showing high frequency of the allele in Europe 3,000 to 8,000 years ago. rs10166942 is important phenotypically because its ancestral allele is protective of migraine. This debilitating disorder varies in prevalence across human populations, with highest prevalence in individuals of European descent–precisely the population with the highest frequency of rs10166942 derived allele. We thus hypothesize that local adaptation on previously neutral standing variation may have contributed to the genetic differences that exist in the prevalence of migraine among human populations today.


bioRxiv | 2017

The Stone Age Plague: 1000 years of Persistence in Eurasia

Aida Andrades Valtueña; Alissa Mittnik; Felix M. Key; Wolfgang Haak; Raili Allmäe; Andrej Belinskij; Mantas Daubaras; Michal Feldman; Rimantas Jankauskas; Ivor Janković; Ken Massy; Mario Novak; Saskia Pfrengle; Sabine Reinhold; Mario Šlaus; Maria A. Spyrou; Anna Szécsényi-Nagy; Mari Tõrv; Svend Hansen; Kirsten I. Bos; Philipp W. Stockhammer; Alexander Herbig; Johannes Krause

Molecular signatures of Yersinia pestis were recently identified in prehistoric Eurasian individuals, thus suggesting Y. pestis might have caused some form of plague in humans prior to the first historically documented pandemic. Here, we present four new Y. pestis genomes from the European Late Neolithic and Bronze Age (LNBA) dating from 4,500 to 3,700 BP. We show that all currently investigated LNBA strains form a single genetic clade in the Y. pestis phylogeny that appears to be extinct today. Interpreting our data within the context of recent ancient human genomic evidence, which suggests an increase in human mobility during the LNBA, we propose a possible scenario for the spread of Y. pestis during the LNBA: Y. pestis may have entered Europe from Central Eurasia during an expansion of steppe pastoralists, possibly persisted within Europe until the mid Bronze Age, and moved back towards Central Eurasia in subsequent human population movements.


eLife | 2018

Neolithic and medieval virus genomes reveal complex evolution of hepatitis B

Ben Krause-Kyora; Julian Susat; Felix M. Key; Denise Kühnert; Esther Bosse; Alexander Immel; Christoph Rinne; Sabin-Christin Kornell; Diego Yepes; Sören Franzenburg; Henrike O. Heyne; Thomas Meier; Sandra Lösch; Harald Meller; Susanne Friederich; Nicole Nicklisch; Kurt W. Alt; Stefan Schreiber; Andreas Tholey; Alexander Herbig; Almut Nebel; Johannes Krause

The hepatitis B virus (HBV) is one of the most widespread human pathogens known today, yet its origin and evolutionary history are still unclear and controversial. Here, we report the analysis of three ancient HBV genomes recovered from human skeletons found at three different archaeological sites in Germany. We reconstructed two Neolithic and one medieval HBV genome by de novo assembly from shotgun DNA sequencing data. Additionally, we observed HBV-specific peptides using paleo-proteomics. Our results demonstrated that HBV has circulated in the European population for at least 7000 years. The Neolithic HBV genomes show a high genomic similarity to each other. In a phylogenetic network, they do not group with any human-associated HBV genome and are most closely related to those infecting African non-human primates. The ancient viruses appear to represent distinct lineages that have no close relatives today and possibly went extinct. Our results reveal the great potential of ancient DNA from human skeletons in order to study the long-time evolution of blood borne viruses.


bioRxiv | 2018

Immune gene diversity in archaic and present-day humans

David Reher; Felix M. Key; Aida M. Andrés; Janet Kelso

Genome-wide analyses of two Neandertals and a Denisovan have shown that these archaic humans had lower genetic heterozygosity than present-day people. A similar reduction in genetic diversity of protein-coding genes (gene diversity) was found in exome sequences of three Neandertals. Reduced gene diversity, and particularly in genes involved in immunity, may have important functional consequences. In fact, it has been suggested that reduced diversity in immune genes may have contributed to Neandertal extinction. We therefore explored gene diversity in different human groups and at different time points on the Neandertal lineage with a particular focus on the diversity of genes involved in innate immunity and genes of the Major Histocompatibility Complex (MHC). We find that the two Neandertals and the Denisovan have similar gene diversity, both significantly lower than any present-day human. This is true across gene categories, with no gene set showing an excess decrease in diversity compared to the genome-wide average. Innate immune-related genes show a similar reduction in diversity to other genes, both in present-day and archaic humans. There is also no observable decrease in gene diversity over time in Neandertals, suggesting that there may have been no ongoing reduction in gene diversity in later Neandertals, although this needs confirmation with a larger sample size. In both archaic and present-day humans, genes with the highest levels of diversity are enriched for MHC-related functions. In fact, in archaic humans the MHC genes show evidence of having retained more diversity than genes involved only in the innate immune system.

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Qiaomei Fu

Chinese Academy of Sciences

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