Fatoumatta Sisay-Joof

Reappraisal of known malaria resistance loci in a large multicenter study

Many human genetic associations with resistance to malaria have been reported, but few have been reliably replicated. We collected data on 11,890 cases of severe malaria due to Plasmodium falciparum and 17,441 controls from 12 locations in Africa, Asia and Oceania. We tested 55 SNPs in 27 loci previously reported to associate with severe malaria. There was evidence of association at P < 1 × 10−4 with the HBB, ABO, ATP2B4, G6PD and CD40LG loci, but previously reported associations at 22 other loci did not replicate in the multicenter analysis. The large sample size made it possible to identify authentic genetic effects that are heterogeneous across populations or phenotypes, with a striking example being the main African form of G6PD deficiency, which reduced the risk of cerebral malaria but increased the risk of severe malarial anemia. The finding that G6PD deficiency has opposing effects on different fatal complications of P. falciparum infection indicates that the evolutionary origins of this common human genetic disorder are more complex than previously supposed.

The African Genome Variation Project shapes medical genetics in Africa

Given the importance of Africa to studies of human origins and disease susceptibility, detailed characterization of African genetic diversity is needed. The African Genome Variation Project provides a resource with which to design, implement and interpret genomic studies in sub-Saharan Africa and worldwide. The African Genome Variation Project represents dense genotypes from 1,481 individuals and whole-genome sequences from 320 individuals across sub-Saharan Africa. Using this resource, we find novel evidence of complex, regionally distinct hunter-gatherer and Eurasian admixture across sub-Saharan Africa. We identify new loci under selection, including loci related to malaria susceptibility and hypertension. We show that modern imputation panels (sets of reference genotypes from which unobserved or missing genotypes in study sets can be inferred) can identify association signals at highly differentiated loci across populations in sub-Saharan Africa. Using whole-genome sequencing, we demonstrate further improvements in imputation accuracy, strengthening the case for large-scale sequencing efforts of diverse African haplotypes. Finally, we present an efficient genotype array design capturing common genetic variation in Africa.

A Comparison of Case-Control and Family-Based Association Methods: The Example of Sickle-Cell and Malaria

There has been much debate about the relative merits of population‐ and family‐based strategies for testing genetic association, yet there is little empirical data that directly compare the two approaches. Here we compare case‐control and transmission/disequilibrium test (TDT) study designs using a well‐established genetic association, the protective effect of the sickle‐cell trait against severe malaria. We find that the two methods give similar estimates of the level of protection (case‐control odds ratio = 0.10, 95% confidence interval 0.03–0.23; family‐based estimate of the odds ratio = 0.11, 95% confidence interval 0.04–0.25) and similar statistical significance of the result (case‐control: χ2= 41.26, p= 10−10, TDT: χ2= 39.06, p= 10−10) when 315 TDT cases are compared to 583 controls. We propose a family plus population control study design, which allows both case‐control and TDT analysis of the cases. This combination is robust against the respective weaknesses of the case‐control and TDT study designs, namely population structure and segregation distortion. The combined study design is especially cost‐effective when cases are difficult to ascertain and, when the case‐control and TDT results agree, offers greater confidence in the result.

Haplotypic analysis of the TNF locus by association efficiency and entropy

BackgroundTo understand the causal basis of TNF associations with disease, it is necessary to understand the haplotypic structure of this locus. We genotyped 12 single-nucleotide polymorphisms (SNPs) distributed over 4.3 kilobases in 296 healthy, unrelated Gambian and Malawian adults. We generated 592 high-quality haplotypes by integrating family- and population-based reconstruction methods.ResultsWe found 32 different haplotypes, of which 13 were shared between the two populations. Both populations were haplotypically diverse (gene diversity = 0.80, Gambia; 0.85, Malawi) and significantly differentiated (p < 10-5 by exact test). More than a quarter of marker pairs showed evidence of intragenic recombination (29% Gambia; 27% Malawi). We applied two new methods of analyzing haplotypic data: association efficiency analysis (AEA), which describes the ability of each SNP to detect every other SNP in a case-control scenario; and the entropy maximization method (EMM), which selects the subset of SNPs that most effectively dissects the underlying haplotypic structure. AEA revealed that many SNPs in TNF are poor markers of each other. The EMM showed that 8 of 12 SNPs (Gambia) and 7 of 12 SNPs (Malawi) are required to describe 95% of the haplotypic diversity.ConclusionsThe TNF locus in the Gambian and Malawi sample is haplotypically diverse and has a rich history of intragenic recombination. As a consequence, a large proportion of TNF SNPs must be typed to detect a disease-modifying SNP at this locus. The most informative subset of SNPs to genotype differs between the two populations.

Genetic linkage of mild malaria to the major histocompatibility complex in Gambian children: study of affected sibling pairs.

Case-control studies have indicated that genes for the major histocompatibility complex influence the presentation and outcome of severe Plasmodium falciparum disease. To assess the role of genetic factors in mild malaria, an analysis was conducted in 217 pairs of Gambian twins (mean age, 5.3 years) concordant for this phenotype. The twins were monitored weekly during three rainy seasons (1991-93) for fever and P. falciparum infection. This surveillance produced a total of 40 pairs of twins who were concordant for clinical malaria; none had severe disease. In the 22 of these 40 families with complete information, 11 had two shared alleles (expected value, 5.5), 10 shared one allele (expected value, 11.0), and 1 shared no allele (expected value, 5.5). If a locus is genetically linked to disease, affected siblings will share a higher than expected number of alleles identical by descent at that locus. Sharing of major histocompatibility complex alleles was not increased among the 13 pairs of dizygous twins who were discordant for malaria. These findings confirm the importance of genetic factors to the risk of uncomplicated malaria.

Analysis of IL10 haplotypic associations with severe malaria

We investigated the association between severe malaria and genetic variation of IL10 in Gambian children, as several lines of evidence indicate that IL10 is protective against severe malaria and that IL10 production is genetically determined. We began by identifying five informative SNPs in the Gambian population that were genotyped in a combined case–control and intrafamilial study including 654 cases of severe malaria, 579 sets of parents and 459 ethnically matched controls. No significant associations were identified with individual SNPs. One haplotype of frequency 0.11 was strongly associated with protection against severe malaria in the case–control analysis (odds ratio 0.52, P=0.00002), but the transmission disequilibrium test in families showed no significant effect. These findings raise the question of whether IL10 associations with severe malaria might be confounded by foetal survival rates or other sources of transmission bias.

Imputation-Based Meta-Analysis of Severe Malaria in Three African Populations

Combining data from genome-wide association studies (GWAS) conducted at different locations, using genotype imputation and fixed-effects meta-analysis, has been a powerful approach for dissecting complex disease genetics in populations of European ancestry. Here we investigate the feasibility of applying the same approach in Africa, where genetic diversity, both within and between populations, is far more extensive. We analyse genome-wide data from approximately 5,000 individuals with severe malaria and 7,000 population controls from three different locations in Africa. Our results show that the standard approach is well powered to detect known malaria susceptibility loci when sample sizes are large, and that modern methods for association analysis can control the potential confounding effects of population structure. We show that pattern of association around the haemoglobin S allele differs substantially across populations due to differences in haplotype structure. Motivated by these observations we consider new approaches to association analysis that might prove valuable for multicentre GWAS in Africa: we relax the assumptions of SNP–based fixed effect analysis; we apply Bayesian approaches to allow for heterogeneity in the effect of an allele on risk across studies; and we introduce a region-based test to allow for heterogeneity in the location of causal alleles.

Nucleotide diversity of the TNF gene region in an African village.

The wide variety of disease associations reported at the TNF locus raises the question of how much variation exists within a single population. To address this question, we sequenced the entire TNF gene in 72 chromosomes from healthy residents of a village in The Gambia, West Africa. We found 12 polymorphisms in 4393 nucleotides, of which five have not been previously described, giving an estimated nucleotide diversity (θ) of 5.6 × 10−4. A significantly higher frequency of polymorphisms was found in the promoter region than in the coding region (8/1256 vs 0/882 nucleotides, P = 0.02). All polymorphisms with the exception of one rare allele were found to be present in Malawi, which is both geographically and genetically distant from The Gambia. Genotyping of 424 Gambian and 121 Malawian adults showed a significant frequency difference between the two populations for eight of the 12 polymorphisms, but the average fixation index across the variable sites was relatively low (FST = 0.007). We conclude that, at the TNF locus, the nucleotide diversity found within a single African village is similar to the global value for human autosomal genes sampled across different continents.

A hallmark of balancing selection is present at the promoter region of interleukin 10

As an anti-inflammatory mediator IL10 is beneficial in certain contexts and deleterious in others. As increased production of IL10 favours protection against inflammatory disease, whereas low production promotes elimination of foreign pathogens by the host, we investigated the possible influence of balancing selection at this locus. We began by resequencing 48 European and 48 African chromosomes across 2.2 kb of the IL10 promoter region, and compared this with four neighbouring gene regions: MK2, IL19, IL20 and IL24. Analysis of nucleotide diversity showed a positive Tajimas D-test for IL10 in Europeans, of borderline statistical significance (1.89, P=0.05). Analysis of Fst values showed significant population divergence at MK2, IL19, IL20 and IL24 (P<0.01) but not at IL10. Taken together, these findings are consistent with the hypothesis that balancing selection has played a role in the evolution of polymorphisms in the IL10 promoter region.

Investigation of malaria susceptibility determinants in the IFNG/IL26/IL22 genomic region.

Interferon-gamma, encoded by IFNG, is a key immunological mediator that is believed to play both a protective and a pathological role in malaria. Here, we investigate the relationship between IFNG variation and susceptibility to malaria. We began by analysing West African and European haplotype structure and patterns of linkage disequilibrium across a 100 kb genomic region encompassing IFNG and its immediate neighbours IL22 and IL26. A large case–control study of severe malaria in a West Africa population identified several weak associations with individual single-nucleotide polymorphisms in the IFNG and IL22 genes, and defined two IL22 haplotypes that are, respectively, associated with resistance and susceptibility. These data provide a starting point for functional and genetic analysis of the IFNG genomic region in malaria and other infectious and inflammatory conditions affecting African populations.