Person: Sabeti, Pardis
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Publication A variant in long palate, lung and nasal epithelium clone 1 is associated with cholera in a Bangladeshi population
(Nature Publishing Group, 2009) Larocque, Regina; Sabeti, Pardis; Duggal, Priya; Chowdhury, Fahima; Khan, Ashraful I.; Lebrun, Lauren M.; Harris, Jason; Ryan, Edward; Qadri, Firdausi; Calderwood, StephenVibrio cholerae causes a dehydrating diarrheal illness that can be rapidly fatal in the absence of specific treatment. The organism is an historic scourge and, like similar infectious diseases, may have influenced the evolution of the human genome. We report here the results of the first candidate gene association study of cholera. In a family-based study of 76 pedigrees from Dhaka, Bangladesh, we evaluated the association between cholera and five candidate genes—the cystic fibrosis transmembrane receptor; lactoferrin; long palate, lung and nasal epithelium clone 1 (LPLUNC1); estrogen-related receptor alpha and calcium-activated chloride channel 1. We found a significant association with a marker in the promoter region of LPLUNC1 (rs11906665), a member of a family of evolutionarily conserved innate immunity proteins. An earlier microarray-based study of duodenal biopsies showed significantly increased expression of LPLUNC1 in cholera patients compared with healthy control subjects. Our results suggest that variation in host innate immune responses may influence the outcome of exposure to V. cholerae in an endemic setting.
Publication Positive Selection of a Pre-Expansion CAG Repeat of the Human SCA2 Gene
(Public Library of Science, 2005) Yu, Fuli; Hardenbol, Paul; Fu, Qing; Fry, Ben; Lu, Xiuhua; Ghose, Sy; Vega, Richard; Perez, Ag; Pasternak, Shiran; Leal, Suzanne M.; Willis, Thomas D.; Belmont, John; Gibbs, Richard A.; Sabeti, Pardis; Nelson, David L.A region of approximately one megabase of human Chromosome 12 shows extensive linkage disequilibrium in Utah residents with ancestry from northern and western Europe. This strikingly large linkage disequilibrium block was analyzed with statistical and experimental methods to determine whether natural selection could be implicated in shaping the current genome structure. Extended Haplotype Homozygosity and Relative Extended Haplotype Homozygosity analyses on this region mapped a core region of the strongest conserved haplotype to the exon 1 of the Spinocerebellar ataxia type 2 gene (SCA2). Direct DNA sequencing of this region of the SCA2 gene revealed a significant association between a pre-expanded allele ([(CAG)_8CAA(CAG)_4CAA(CAG)_8]) of CAG repeats within exon 1 and the selected haplotype of the SCA2 gene. A significantly negative Tajima's D value (−2.20, p < 0.01) on this site consistently suggested selection on the CAG repeat. This region was also investigated in the three other populations, none of which showed signs of selection. These results suggest that a recent positive selection of the pre-expansion SCA2 CAG repeat has occurred in Utah residents with European ancestry.
Publication A Malaria Fingerprint in the Human Genome?
(Massachusetts Medical Society, 2008) Daily, Johanna P.; Sabeti, PardisPublication The Case for Selection at CCR5-Δ32
(Public Library of Science, 2005) Walsh, Emily; Schaffner, Steve F; Varilly, Patrick; Fry, Ben; Hutcheson, Holli B; Cullen, Mike; Mikkelsen, Tarjei S; Roy, Jessica; Patterson, Nick; Sabeti, Pardis; Cooper, Richard; Reich, David; Altshuler, David; O'Brien, Stephen; Lander, EricThe C-C chemokine receptor 5, 32 base-pair deletion (CCR5-Δ32) allele confers strong resistance to infection by the AIDS virus HIV. Previous studies have suggested that CCR5-Δ32 arose within the past 1,000 y and rose to its present high frequency (5%–14%) in Europe as a result of strong positive selection, perhaps by such selective agents as the bubonic plague or smallpox during the Middle Ages. This hypothesis was based on several lines of evidence, including the absence of the allele outside of Europe and long-range linkage disequilibrium at the locus. We reevaluated this evidence with the benefit of much denser genetic maps and extensive control data. We find that the pattern of genetic variation at CCR5-Δ32 does not stand out as exceptional relative to other loci across the genome. Moreover using newer genetic maps, we estimated that the CCR5-Δ32 allele is likely to have arisen more than 5,000 y ago. While such results can not rule out the possibility that some selection may have occurred at C-C chemokine receptor 5 (CCR5), they imply that the pattern of genetic variation seen atCCR5-Δ32 is consistent with neutral evolution. More broadly, the results have general implications for the design of future studies to detect the signs of positive selection in the human genome.
Publication Positive Selection of a CD36 Nonsense Variant in Sub-Saharan Africa, but No Association with Severe Malaria Phenotypes
(Oxford University Press, 2009) Fry, Andrew E.; Ghansa, Anita; Small, Kerrin S.; Palma, Alejandro; Auburn, Sarah; Diakite, Mahamadou; Green, Angela; Campino, Susana; Teo, Yik Y.; Clark, Taane G.; Jeffreys, Anna E.; Wilson, Jonathan; Jallow, Muminatou; Sisay-Joof, Fatou; Pinder, Margaret; Griffiths, Michael J.; Peshu, Norbert; Williams, Thomas N.; Newton, Charles R.; Marsh, Kevin; Molyneux, Malcolm E.; Taylor, Terrie E.; Koram, Kwadwo A.; Oduro, Abraham R.; Rogers, William O.; Rockett, Kirk A.; Kwiatkowski, Dominic P.; Sabeti, PardisThe prevalence of CD36 deficiency in East Asian and African populations suggests that the causal variants are under selection by severe malaria. Previous analysis of data from the International HapMap Project indicated that a CD36 haplotype bearing a nonsense mutation (T1264G; rs3211938) had undergone recent positive selection in the Yoruba of Nigeria. To investigate the global distribution of this putative selection event, we genotyped T1264G in 3420 individuals from 66 populations. We confirmed the high frequency of 1264G in the Yoruba (26%). However, the 1264G allele is less common in other African populations and absent from all non-African populations without recent African admixture. Using long-range linkage disequilibrium, we studied two West African groups in depth. Evidence for recent positive selection at the locus was demonstrable in the Yoruba, although not in Gambians. We screened 70 variants from across CD36 for an association with severe malaria phenotypes, employing a case–control study of 1350 subjects and a family study of 1288 parent–offspring trios. No marker was significantly associated with severe malaria. We focused on T1264G, genotyping 10 922 samples from four African populations. The nonsense allele was not associated with severe malaria (pooled allelic odds ratio 1.0; 95% confidence interval 0.89–1.12; P = 0.98). These results suggest a range of possible explanations including the existence of alternative selection pressures on CD36, co-evolution between host and parasite or confounding caused by allelic heterogeneity of CD36 deficiency.
Publication A General SNP-Based Molecular Barcode for Plasmodium Falciparum Identification and Tracking
(BioMed Central, 2008) Mahesh, Nira; Rosen, David; Daniels, Rachel; Volkman, Sarah K.; Milner, Danny; Neafsey, Daniel; Park, Daniel John; Angelino, Elaine; Sabeti, Pardis; Wirth, Dyann; Wiegand, RogerBackground: Single nucleotide polymorphism (SNP) genotyping provides the means to develop a practical, rapid, inexpensive assay that will uniquely identify any Plasmodium falciparum parasite using a small amount of DNA. Such an assay could be used to distinguish recrudescence from re-infection in drug trials, to monitor the frequency and distribution of specific parasites in a patient population undergoing drug treatment or vaccine challenge, or for tracking samples and determining purity of isolates in the laboratory during culture adaptation and sub-cloning, as well as routine passage. Methods: A panel of twenty-four SNP markers has been identified that exhibit a high minor allele frequency (average MAF > 35%), for which robust TaqMan genotyping assays were constructed. All SNPs were identified through whole genome sequencing and MAF was estimated through Affymetrix array-based genotyping of a worldwide collection of parasites. These assays create a "molecular barcode" to uniquely identify a parasite genome.Results Using 24 such markers no two parasites known to be of independent origin have yet been found to have the same allele signature. The TaqMan genotyping assays can be performed on a variety of samples including cultured parasites, frozen whole blood, or whole blood spotted onto filter paper with a success rate > 99%. Less than 5 ng of parasite DNA is needed to complete a panel of 24 markers. The ability of this SNP panel to detect and identify parasites was compared to the standard molecular methods, MSP-1 and MSP-2 typing. Conclusion: This work provides a facile field-deployable genotyping tool that can be used without special skills with standard lab equipment, and at reasonable cost that will unambiguously identify and track P. falciparum parasites both from patient samples and in the laboratory.
Publication Identification of Two Independent Risk Factors for Lupus within the MHC in United Kingdom Families
(Public Library of Science, 2007) Fernando, Michelle M. A; Stevens, Christine R.; Sabeti, Pardis; Walsh, Emily C; McWhinnie, Alasdair J. M; Shah, Anila; Green, Todd; Rioux, John D; Vyse, Timothy J; Gibson, GregThe association of the major histocompatibility complex (MHC) with SLE is well established yet the causal variants arising from this region remain to be identified, largely due to inadequate study design and the strong linkage disequilibrium demonstrated by genes across this locus. The majority of studies thus far have identified strong association with classical class II alleles, in particular HLA-DRB10301 and HLA-DRB11501. Additional associations have been reported with class III alleles; specifically, complement C4 null alleles and a tumor necrosis factor promoter SNP (TNF-308G/A). However, the relative effects of these class II and class III variants have not been determined. We have thus used a family-based approach to map association signals across the MHC class II and class III regions in a cohort of 314 complete United Kingdom Caucasian SLE trios by typing tagging SNPs together with classical typing of the HLA-DRB1 locus. Using TDT and conditional regression analyses, we have demonstrated the presence of two distinct and independent association signals in SLE: HLA-DRB10301 (nominal p = 4.9 × 10−8, permuted p < 0.0001, OR = 2.3) and the T allele of SNP rs419788 (nominal p = 4.3 × 10−8, permuted p < 0.0001, OR = 2.0) in intron 6 of the class III region gene SKIV2L. Assessment of genotypic risk demonstrates a likely dominant model of inheritance for HLA-DRB10301, while rs419788-T confers susceptibility in an additive manner. Furthermore, by comparing transmitted and untransmitted parental chromosomes, we have delimited our class II signal to a 180 kb region encompassing the alleles HLA-DRB10301-HLA-DQA10501-HLA-DQB1*0201 alone. Our class III signal importantly excludes independent association at the TNF promoter polymorphism, TNF-308G/A, in our SLE cohort and provides a potentially novel locus for future genetic and functional studies.
Publication Genome-Wide SNP Genotyping Highlights the Role of Natural Selection in Plasmodium Falciparum Population Divergence
(BioMed Central, 2008) Wirth, Dyann; Sabeti, Pardis; Lander, Eric; Birren, Bruce W.; Hartl, Daniel; Wiegand, Roger; Chitnis, Chetan E.; Dash, Aditya P.; do Lago Moraes, Sandra; Ferreira, Marcelo U.; Mboup, Soulyemane; Ndir, Omar; Ndiaye, Daouda; Ousmane, Sarr; Stange-Thomann, Nicole; Gates, Casey; Tyndall, Erin; Cortese, Joseph F.; Houde, Nathan; Daniels, Rachel; Rosen, David; Lukens, Amanda; Milner, Danny; Montgomery, Philip; Park, Daniel; Volkman, Sarah K.; Schaffner, Stephen F.; Neafsey, DanielBackground: The malaria parasite Plasmodium falciparum exhibits abundant genetic diversity, and this diversity is key to its success as a pathogen. Previous efforts to study genetic diversity in P. falciparum have begun to elucidate the demographic history of the species, as well as patterns of population structure and patterns of linkage disequilibrium within its genome. Such studies will be greatly enhanced by new genomic tools and recent large-scale efforts to map genomic variation. To that end, we have developed a high throughput single nucleotide polymorphism (SNP) genotyping platform for P. falciparum. Results: Using an Affymetrix 3,000 SNP assay array, we found roughly half the assays (1,638) yielded high quality, 100% accurate genotyping calls for both major and minor SNP alleles. Genotype data from 76 global isolates confirm significant genetic differentiation among continental populations and varying levels of SNP diversity and linkage disequilibrium according to geographic location and local epidemiological factors. We further discovered that nonsynonymous and silent (synonymous or noncoding) SNPs differ with respect to within-population diversity, inter-population differentiation, and the degree to which allele frequencies are correlated between populations. Conclusions: The distinct population profile of nonsynonymous variants indicates that natural selection has a significant influence on genomic diversity in P. falciparum, and that many of these changes may reflect functional variants deserving of follow-up study. Our analysis demonstrates the potential for new high-throughput genotyping technologies to enhance studies of population structure, natural selection, and ultimately enable genome-wide association studies in P. falciparum to find genes underlying key phenotypic traits.