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Science 07/2012; 337(6090):39-40. · 31.20 Impact Factor
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ABSTRACT: The advent of next generation sequencing technologies has opened new possibilities in the analysis of human disease. In this review we present the main next-generation sequencing technologies, with their major contributions and possible applications to the study of the genetic etiology of complex diseases.
Journal of neuroimmunology 01/2012; 248(1-2):10-22. · 2.84 Impact Factor
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Rachel A Myers, Ferran Casals,
Julie Gauthier,
Fadi F Hamdan,
Jon Keebler,
Adam R Boyko,
Carlos D Bustamante,
Amelie M Piton,
Dan Spiegelman,
Edouard Henrion,
Martine Zilversmit,
Julie Hussin,
Jacklyn Quinlan,
Yan Yang,
Ronald G Lafrenière,
Alexander R Griffing,
Eric A Stone,
Guy A Rouleau,
Philip Awadalla
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ABSTRACT: Deep resequencing of functional regions in human genomes is key to identifying potentially causal rare variants for complex disorders. Here, we present the results from a large-sample resequencing (n = 285 patients) study of candidate genes coupled with population genetics and statistical methods to identify rare variants associated with Autism Spectrum Disorder and Schizophrenia. Three genes, MAP1A, GRIN2B, and CACNA1F, were consistently identified by different methods as having significant excess of rare missense mutations in either one or both disease cohorts. In a broader context, we also found that the overall site frequency spectrum of variation in these cases is best explained by population models of both selection and complex demography rather than neutral models or models accounting for complex demography alone. Mutations in the three disease-associated genes explained much of the difference in the overall site frequency spectrum among the cases versus controls. This study demonstrates that genes associated with complex disorders can be mapped using resequencing and analytical methods with sample sizes far smaller than those required by genome-wide association studies. Additionally, our findings support the hypothesis that rare mutations account for a proportion of the phenotypic variance of these complex disorders.
PLoS Genetics 02/2011; 7(2):e1001318. · 8.69 Impact Factor
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ABSTRACT: A large proportion of the death toll associated with malaria is a consequence of malaria infection during pregnancy, causing up to 200,000 infant deaths annually. We previously published the first extensive genetic association study of placental malaria infection, and here we extend this analysis considerably, investigating genetic variation in over 9,000 SNPs in more than 1,000 genes involved in immunity and inflammation for their involvement in susceptibility to placental malaria infection. We applied a new approach incorporating results from both single gene analysis as well as gene-gene interactions on a protein-protein interaction network. We found suggestive associations of variants in the gene KLRK1 in the single gene analysis, as well as evidence for associations of multiple members of the IL-7/IL-7R signalling cascade in the combined analysis. To our knowledge, this is the first large-scale genetic study on placental malaria infection to date, opening the door for follow-up studies trying to elucidate the genetic basis of this neglected form of malaria.
PLoS ONE 01/2011; 6(9):e24996. · 4.09 Impact Factor
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Hafid Laayouni,
Ludovica Montanucci,
Martin Sikora,
Marta Melé,
Giovanni Marco Dall'Olio,
Belén Lorente-Galdos,
Kate M McGee,
Jan Graffelman,
Philip Awadalla,
Elena Bosch,
David Comas,
Arcadi Navarro,
Francesc Calafell, Ferran Casals,
Jaume Bertranpetit
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ABSTRACT: Recombination varies greatly among species, as illustrated by the poor conservation of the recombination landscape between humans and chimpanzees. Thus, shorter evolutionary time frames are needed to understand the evolution of recombination. Here, we analyze its recent evolution in humans. We calculated the recombination rates between adjacent pairs of 636,933 common single-nucleotide polymorphism loci in 28 worldwide human populations and analyzed them in relation to genetic distances between populations. We found a strong and highly significant correlation between similarity in the recombination rates corrected for effective population size and genetic differentiation between populations. This correlation is observed at the genome-wide level, but also for each chromosome and when genetic distances and recombination similarities are calculated independently from different parts of the genome. Moreover, and more relevant, this relationship is robustly maintained when considering presence/absence of recombination hotspots. Simulations show that this correlation cannot be explained by biases in the inference of recombination rates caused by haplotype sharing among similar populations. This result indicates a rapid pace of evolution of recombination, within the time span of differentiation of modern humans.
PLoS ONE 01/2011; 6(3):e17913. · 4.09 Impact Factor
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Urko M Marigorta,
Oscar Lao, Ferran Casals,
Francesc Calafell,
Carlos Morcillo-Suárez,
Rui Faria,
Elena Bosch,
François Serra,
Jaume Bertranpetit,
Hernán Dopazo,
Arcadi Navarro
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ABSTRACT: Searching for associations between genetic variants and complex diseases has been a very active area of research for over two decades. More than 51,000 potential associations have been studied and published, a figure that keeps increasing, especially with the recent explosion of array-based Genome-Wide Association Studies. Even if the number of true associations described so far is high, many of the putative risk variants detected so far have failed to be consistently replicated and are widely considered false positives. Here, we focus on the world-wide patterns of replicability of published association studies.
We report three main findings. First, contrary to previous results, genes associated to complex diseases present lower degrees of genetic differentiation among human populations than average genome-wide levels. Second, also contrary to previous results, the differences in replicability of disease associated-loci between Europeans and East Asians are highly correlated with genetic differentiation between these populations. Finally, highly replicated genes present increased levels of high-frequency derived alleles in European and Asian populations when compared to African populations.
Our findings highlight the heterogeneous nature of the genetic etiology of complex disease, confirm the importance of the recent evolutionary history of our species in current patterns of disease susceptibility and could cast doubts on the status as false positives of some associations that have failed to replicate across populations.
BMC Genomics 01/2011; 12:55. · 4.07 Impact Factor
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ABSTRACT: Pathogens have represented an important selective force during the adaptation of modern human populations to changing social and other environmental conditions. The evolution of the immune system has therefore been influenced by these pressures. Genomic scans have revealed that immune system is one of the functions enriched with genes under adaptive selection.
Here, we describe how the innate immune system has responded to these challenges, through the analysis of resequencing data for 132 innate immunity genes in two human populations. Results are interpreted in the context of the functional and interaction networks defined by these genes. Nucleotide diversity is lower in the adaptors and modulators functional classes, and is negatively correlated with the centrality of the proteins within the interaction network. We also produced a list of candidate genes under positive or balancing selection in each population detected by neutrality tests and showed that some functional classes are preferential targets for selection.
We found evidence that the role of each gene in the network conditions the capacity to evolve or their evolvability: genes at the core of the network are more constrained, while adaptation mostly occurred at particular positions at the network edges. Interestingly, the functional classes containing most of the genes with signatures of balancing selection are involved in autoinflammatory and autoimmune diseases, suggesting a counterbalance between the beneficial and deleterious effects of the immune response.
BMC Evolutionary Biology 01/2011; 11:202. · 3.52 Impact Factor
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Donald F Conrad,
Jonathan E M Keebler,
Mark A DePristo,
Sarah J Lindsay,
Yujun Zhang, Ferran Casals,
Youssef Idaghdour,
Chris L Hartl,
Carlos Torroja,
Kiran V Garimella,
Martine Zilversmit,
Reed Cartwright,
Guy A Rouleau,
Mark Daly,
Eric A Stone,
Matthew E Hurles,
Philip Awadalla
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ABSTRACT: J.B.S. Haldane proposed in 1947 that the male germline may be more mutagenic than the female germline. Diverse studies have supported Haldane's contention of a higher average mutation rate in the male germline in a variety of mammals, including humans. Here we present, to our knowledge, the first direct comparative analysis of male and female germline mutation rates from the complete genome sequences of two parent-offspring trios. Through extensive validation, we identified 49 and 35 germline de novo mutations (DNMs) in two trio offspring, as well as 1,586 non-germline DNMs arising either somatically or in the cell lines from which the DNA was derived. Most strikingly, in one family, we observed that 92% of germline DNMs were from the paternal germline, whereas, in contrast, in the other family, 64% of DNMs were from the maternal germline. These observations suggest considerable variation in mutation rates within and between families.
Nature Genetics 01/2011; 43(7):712-4. · 35.53 Impact Factor
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Philip Awadalla,
Julie Gauthier,
Rachel A Myers, Ferran Casals,
Fadi F Hamdan,
Alexander R Griffing,
Mélanie Côté,
Edouard Henrion,
Dan Spiegelman,
Julien Tarabeux, [......],
Jon Keebler,
Hussein Daoud,
Claude Marineau,
Marie-Hélène Roy-Gagnon,
Marie-Pierre Dubé,
Adam Eyre-Walker,
Pierre Drapeau,
Eric A Stone,
Ronald G Lafrenière,
Guy A Rouleau
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ABSTRACT: The role of de novo mutations (DNMs) in common diseases remains largely unknown. Nonetheless, the rate of de novo deleterious mutations and the strength of selection against de novo mutations are critical to understanding the genetic architecture of a disease. Discovery of high-impact DNMs requires substantial high-resolution interrogation of partial or complete genomes of families via resequencing. We hypothesized that deleterious DNMs may play a role in cases of autism spectrum disorders (ASD) and schizophrenia (SCZ), two etiologically heterogeneous disorders with significantly reduced reproductive fitness. We present a direct measure of the de novo mutation rate (μ) and selective constraints from DNMs estimated from a deep resequencing data set generated from a large cohort of ASD and SCZ cases (n = 285) and population control individuals (n = 285) with available parental DNA. A survey of ∼430 Mb of DNA from 401 synapse-expressed genes across all cases and 25 Mb of DNA in controls found 28 candidate DNMs, 13 of which were cell line artifacts. Our calculated direct neutral mutation rate (1.36 × 10(-8)) is similar to previous indirect estimates, but we observed a significant excess of potentially deleterious DNMs in ASD and SCZ individuals. Our results emphasize the importance of DNMs as genetic mechanisms in ASD and SCZ and the limitations of using DNA from archived cell lines to identify functional variants.
The American Journal of Human Genetics 09/2010; 87(3):316-24. · 10.60 Impact Factor
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ABSTRACT: Different signatures of natural selection persist over varying time scales in our genome, revealing possible episodes of adaptative evolution during human history. Here, we identify genes showing signatures of ancestral positive selection in the human lineage and investigate whether some of those genes have been evolving adaptatively in extant human populations. Specifically, we compared more than 11,000 human genes with their orthologs in chimpanzee, mouse, rat, and dog and applied a branch-site likelihood method to test for positive selection on the human lineage. Among the significant cases, a robust set of 11 genes was then further explored for signatures of recent positive selection using single nucleotide polymorphism (SNP) data. We genotyped 223 SNPs in 39 worldwide populations from the HGDP-CEPH diversity panel and supplemented this information with available genotypes for up to 4,814 SNPs distributed along 2 Mb centered on each gene. After exploring the allele frequency spectrum, population differentiation and the maintenance of long unbroken haplotypes, we found signals of recent adaptative phenomena in only one of the 11 candidate gene regions. However, the signal of recent selection in this region may come from a different, neighboring gene (CD5) rather than from the candidate gene itself (VPS37C). For this set of positively selected genes in the human lineage, we find no indication that these genes maintained their rapid evolutionary pace among human populations. Based on these data, it therefore appears that adaptation for human-specific and for population-specific traits may have involved different genes.
Molecular Biology and Evolution 08/2009; 26(10):2285-97. · 5.55 Impact Factor
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ABSTRACT: Because pathogens are powerful selective agents, host-cell surface molecules used by pathogens as identification signals can reveal the signature of selection. Most of them are oligosaccharides, synthesized by glycosyltransferases. One known example is balancing selection shaping ABO evolution as a consequence of both, A and B antigens being recognized as receptors by some pathogens, and anti-A and/or anti-B natural antibodies produced by hosts conferring protection against the numerous infectious agents expressing A and B motifs. These antigens can also be found in tissues other than blood if there is activity of another enzyme, FUT2, a fucosyltransferase responsible for ABO biosynthesis in body fluids. Homozygotes for null variants at this locus present the nonsecretor phenotype (se), because they cannot express ABO antigens in secretions. Multiple independent mutations have been shown to be responsible for the nonsecretor phenotype, which is coexisting with the secretor phenotype in most populations. In this study, we have resequenced the coding region of FUT2 in 732 individuals from 39 worldwide human populations. We report a complex pattern of natural selection acting on the gene. Although frequencies of secretor and nonsecretor phenotypes are similar in different populations, the point mutations at the base of the phenotypes are different, with some variants showing a long history of balancing selection among Eurasian and African populations, and one recent variant showing a fast spread in East Asia, likely due to positive selection. Thus, a convergent phenotype composition has been achieved through different mutations with different evolutionary histories.
Molecular Biology and Evolution 07/2009; 26(9):1993-2003. · 5.55 Impact Factor
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Elena Bosch,
Hafid Laayouni,
Carlos Morcillo-Suarez, Ferran Casals,
Andrés Moreno-Estrada,
Anna Ferrer-Admetlla,
Michelle Gardner,
Araceli Rosa,
Arcadi Navarro,
David Comas,
Jan Graffelman,
Francesc Calafell,
Jaume Bertranpetit
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ABSTRACT: It is well known that the pattern of linkage disequilibrium varies between human populations, with remarkable geographical stratification. Indirect association studies routinely exploit linkage disequilibrium around genes, particularly in isolated populations where it is assumed to be higher. Here, we explore both the amount and the decay of linkage disequilibrium with physical distance along 211 gene regions, most of them related to complex diseases, across 39 HGDP-CEPH population samples, focusing particularly on the populations defined as isolates. Within each gene region and population we use r2 between all possible single nucleotide polymorphism (SNP) pairs as a measure of linkage disequilibrium and focus on the proportion of SNP pairs with r2 greater than 0.8.
Although the average r2 was found to be significantly different both between and within continental regions, a much higher proportion of r2 variance could be attributed to differences between continental regions (2.8% vs. 0.5%, respectively). Similarly, while the proportion of SNP pairs with r2 > 0.8 was significantly different across continents for all distance classes, it was generally much more homogenous within continents, except in the case of Africa and the Americas. The only isolated populations with consistently higher LD in all distance classes with respect to their continent are the Kalash (Central South Asia) and the Surui (America). Moreover, isolated populations showed only slightly higher proportions of SNP pairs with r2 > 0.8 per gene region than non-isolated populations in the same continent. Thus, the number of SNPs in isolated populations that need to be genotyped may be only slightly less than in non-isolates.
The "isolated population" label by itself does not guarantee a greater genotyping efficiency in association studies, and properties other than increased linkage disequilibrium may make these populations interesting in genetic epidemiology.
BMC Genomics 07/2009; 10:338. · 4.07 Impact Factor
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Martin Sikora,
Anna Ferrer-Admetlla,
Hafid Laayouni,
Clara Menendez,
Alfredo Mayor,
Azucena Bardaji,
Betuel Sigauque,
Inacio Mandomando,
Pedro L Alonso,
Jaume Bertranpetit, Ferran Casals
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ABSTRACT: Malaria in pregnancy forms a substantial part of the worldwide burden of malaria, with an estimated annual death toll of up to 200 000 infants, as well as increased maternal morbidity and mortality. Studies of genetic susceptibility to malaria have so far focused on infant malaria, with only a few studies investigating the genetic basis of placental malaria, focusing only on a limited number of candidate genes. The aim of this study therefore was to identify novel host genetic factors involved in placental malaria infection. To this end we carried out a nested case-control study on 180 Mozambican pregnant women with placental malaria infection, and 180 controls within an intervention trial of malaria prevention. We genotyped 880 SNPs in a set of 64 functionally related genes involved in glycosylation and innate immunity. A single nucleotide polymorphism (SNP) located in the gene FUT9, rs3811070, was significantly associated with placental malaria infection (odds ratio = 2.31, permutation P-value=0.028). Haplotypic analysis revealed a similarly strong association of a common haplotype of four SNPs including rs3811070. FUT9 codes for a fucosyl-transferase that is catalyzing the last step in the biosynthesis of the Lewis-x antigen, which forms part of the Lewis blood group-related antigens. These results therefore suggest an involvement of this antigen in the pathogenesis of placental malaria infection.
Human Molecular Genetics 06/2009; 18(16):3136-44. · 7.64 Impact Factor
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ABSTRACT: The GT6 glycosyltransferases gene family, that includes the ABO blood group, shows a complex evolution pattern, with multiple events of gain and loss in different mammal species. In humans the ABO gene is considered the sole functional member although the O allele is null and is fixed in certain populations. Here, we analyze the human GT6 pseudogene sequences (Forssman, IGB3, GGTA1, GT6m5, GT6m6, and GT6m7) from an evolutionary perspective, by the study of (i) their diversity levels in populations through the resequencing analysis of European and African individuals; (ii) the interpopulation differentiation, with genotyping data from a survey of populations covering most of human genetic diversity; and (iii) the interespecific divergence, by the comparison of the human and some other primate species sequences. Since pseudogenes are expected to evolve under neutrality, they should show an evolutionary pattern different to that of functional sequences, with higher levels of diversity as well as a ratio of nonsynonymous to synonymous changes close to 1. We describe some departures from these expectations, including selection for inactivation in IGB3, GGTA1, and the interesting case of FS (Forssman) with a probable shift of its initial function in the primate lineage, which put it apart from a pure neutral pseudogene. These results suggest that some of these GT6 human pseudogenes may still be functional and retain some valuable unknown function in humans, in some case even at the protein level. The evolutionary analysis of all members of the GT6 family in humans allows an insight into their functional history, a process likely due to the interaction of the host glycans that they synthesize with pathogens; the past process that can be unraveled through the footprints left by natural selection in the extant genome variation.
Glycobiology 03/2009; 19(6):583-91. · 3.58 Impact Factor
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Anna Ferrer-Admetlla,
Elena Bosch,
Martin Sikora,
Tomàs Marquès-Bonet,
Anna Ramírez-Soriano,
Aura Muntasell,
Arcadi Navarro,
Ross Lazarus,
Francesc Calafell,
Jaume Bertranpetit, Ferran Casals
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ABSTRACT: The evolutionarily recent geographic expansion of humans, and the even more recent development of large, relatively dense human settlements, has exposed our species to new pathogenic environments. Potentially lethal pathogens are likely to have exerted important selective pressures on our genome, so immunity genes can be expected to show molecular signatures of the adaptation of human populations to these recent conditions. While genes related to the acquired immunity system have indeed been reported to show traces of local adaptation, little is known about the response of the innate immunity system. In this study, we analyze the variability patterns in different human populations of fifteen genes related to innate immunity. We have used both single nucleotide polymorphism and sequence data, and through the analysis of interpopulation differentiation, the linkage disequilibrium pattern, and intrapopulation diversity, we have discovered some signatures of positive and especially balancing selection in these genes, thus confirming the importance of the immune system genetic plasticity in the evolutionary adaptive process. Interestingly, the strongest evidence is found in three TLR genes and CD14. These innate immunity genes play a pivotal role, being involved in the primary recognition of pathogens. In general, more evidences of selection appear in the European populations, in some case possibly related to severe population specific pressures. However, we also describe evidence from African populations, which may reflect parallel or long-term selective forces acting in different geographic areas.
The Journal of Immunology 08/2008; 181(2):1315-22. · 5.79 Impact Factor
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Carlos Morcillo-Suarez,
Josep Alegre,
Ricardo Sangros,
Elodie Gazave,
Rafael de Cid,
Roger Milne,
Jorge Amigo,
Anna Ferrer-Admetlla,
Andrés Moreno-Estrada,
Michelle Gardner, Ferran Casals,
Anna Pérez-Lezaun,
David Comas,
Elena Bosch,
Francesc Calafell,
Jaume Bertranpetit,
Arcadi Navarro
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ABSTRACT: Single nucleotide polymorphisms (SNPs) are the most widely used marker in studies to assess associations between genetic variants and complex traits or diseases. They are also becoming increasingly important in the study of the evolution and history of humans and other species. The analysis and processing of SNPs obtained thanks to high-throughput technologies imply the time consuming and costly use of different, complex and usually format-incompatible software. SNPator is a user-friendly web-based SNP data analysis suite that integrates, among many other algorithms, the most common steps of a SNP association study. It frees the user from the need to have large computer facilities and an in depth knowledge of genetic software installation and management. Genotype data is directly read from the output files of the usual genotyping platforms. Phenotypic data on the samples can also be easily uploaded. Many different quality control and analysis procedures can be performed either by using built-in SNPator algorithms or by calling standard genetic software. AVAILABILITY: Access is granted from the SNPator webpage http://www.snpator.org.
Bioinformatics 08/2008; 24(14):1643-4. · 5.47 Impact Factor
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ABSTRACT: Pseudogenes have classically been considered inactive sequences evolving under neutrality. In recent years, however, a growing body of evidence is favoring the appearance of hypotheses attributing a functional role to pseudogenes. One of these hypotheses is that the silencing of a gene could produce a loss of function that could have been favored by natural selection. Here, we analyzed the pace of pseudogenization of arpAT, an L-DOPA transporter related to the neurotransmitter function of this amino acid in the brain. While active in rodent, dog, and chicken, arpAT has been silenced during primate evolution. Given the high number of inactivating mutations described in humans, it is possible that there have been selective pressures favoring this silencing. Through analysis of orthologous sequences in several primate species, we show that the silencing of arpAT occurred approximately 77 million to 90 million years ago, and that the observed mutation pattern is likely a consequence of its antiquity.
Journal of Molecular Evolution 07/2008; 67(1):23-8. · 2.27 Impact Factor
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ABSTRACT: Placental malaria is a special form of malaria that causes up to 200,000 maternal and infant deaths every year. Previous studies show that two receptor molecules, hyaluronic acid and chondroitin sulphate A, are mediating the adhesion of parasite-infected erythrocytes in the placenta of patients, which is believed to be a key step in the pathogenesis of the disease. In this study, we aimed at identifying sites of malaria-induced adaptation by scanning for signatures of natural selection in 24 genes in the complete biosynthesis pathway of these two receptor molecules. We analyzed a total of 24 Mb of publicly available polymorphism data from the International HapMap project for three human populations with European, Asian and African ancestry, with the African population from a region of presently and historically high malaria prevalence. Using the methods based on allele frequency distributions, genetic differentiation between populations, and on long-range haplotype structure, we found only limited evidence for malaria-induced genetic adaptation in this set of genes in the African population; however, we identified one candidate gene with clear evidence of selection in the Asian population. Although historical exposure to malaria in this population cannot be ruled out, we speculate that it might be caused by other pathogens, as there is growing evidence that these molecules are important receptors in a variety of host-pathogen interactions. We propose to use the present methods in a systematic way to help identify candidate regions under positive selection as a consequence of malaria.
Human Genetics 06/2008; 123(4):343-57. · 5.07 Impact Factor
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ABSTRACT: The human olfactory receptor (OR) repertoire is reduced in comparison to other mammals and to other nonhuman primates. Nonetheless, this olfactory decline opens an opportunity for evolutionary innovation and improvement. In the present study, we focus on an OR gene, OR5I1, which had previously been shown to present an excess of amino acid replacement substitutions between humans and chimpanzees. We analyze the genetic variation in OR5I1 in a large worldwide human panel and find an excess of derived alleles segregating at relatively high frequencies in all populations. Additional evidence for selection includes departures from neutrality in allele frequency spectra tests but no unusually extended haplotype structure. Moreover, molecular structural inference suggests that one of the nonsynonymous polymorphisms defining the presumably adaptive protein form of OR5I1 may alter the functional binding properties of the OR. These results are compatible with positive selection having modeled the pattern of variation found in the OR5I1 gene and with a relatively ancient, mild selective sweep predating the "Out of Africa" expansion of modern humans.
Molecular Biology and Evolution 02/2008; 25(1):144-54. · 5.55 Impact Factor
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ABSTRACT: Extreme population differentiation, as measured by the F(ST) value, has been suggested as an indicator of recent population-specific positive selection. Elevated F(ST) values indicating high differentiation between continental groups were previously reported on a linkage disequilibrium region in the Neuregulin 1 gene, a gene which has been associated to schizophrenia. In the present study we show evidence that high F(ST) values may not necessarily imply the action of selection, in particular positive selection, neither globally nor regionally, using the example of the NRG1 gene.
Human Genetics 08/2007; 121(6):759-62. · 5.07 Impact Factor
