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| ABSTRACT |
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C change in codon 352 of the vitamin D receptor gene appeared to be at high risk (odds ratio [OR] = 4.3, 95% confidence interval [CI] = 1.611.4, P = 0.004), while homozygotes for the McCoy b blood group defining variant K1590E in exon 29 of the complement receptor 1 (formerly CD35) gene appeared to be protected (OR = 0.3, 95% CI = 0.10.8, P = 0.02). Borderline evidence for association with leprosy susceptibility was found for seven polymorphic sites in an additional six genes. Some of these apparent associations may be false-positive results from multiple comparisons, and several associations suggested by studies in other populations were not replicated here. These data provide evidence of inter-population heterogeneity in leprosy susceptibility. | INTRODUCTION |
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Elucidation of genetic determinants of host susceptibility to leprosy could facilitate the development of better preventative and therapeutic strategies. The earliest strong evidence pointed towards the major histocompatibility complex region on chromosome 6.5,6 More recently susceptibility loci have been mapped using linkage analysis of multi-case families to chromosomes 10p13 and 20p12 in populations in south India and to chromosome 6q25 and, again, 10p13, in Vietnam.4,7,8 The linkage on chromosome 10p13 appears to be mainly with tuberculoid leprosy and the chromosome 6q25 linkage with leprosy per se. Association studies in various populations have indicated that several other non-HLA genes may also influence either leprosy susceptibility or the type of leprosy that develops upon infection.3 In general, these association studies have been carried out on relatively small sample sizes, and some of the reported associations may represent chance findings, particularly in studies that examined numerous variants of multiple genes. A major objective of the present study was to re-evaluate reported associations in an independent population.
The Karonga Prevention Study (KPS), a long-term epidemiologic study of mycobacterial disease in the Karonga District of northern Malawi, provides an excellent opportunity to attempt to replicate previously reported leprosy associations as well as to investigate de novo hypotheses. A case-control association study was thus designed to investigate a large number of putative susceptibility genes (38 polymorphisms from 13 genes) in this population. The genotyping was performed blind to the disease status of the samples.
Polymorphisms in tumor necrosis factor (TNF, formerly TNF
), the vitamin D receptor (VDR), toll-like receptor 2 (TLR2), and lymphotoxin alpha (LTA, formerly TNFß) are associated with leprosy in other populations and were included here in an attempt to replicate these findings.3 An interleukin-10 (IL10) promoter that has recently been suggested to be associated with leprosy susceptibility in Brazil, and other polymorphisms that may influence expression of the immunomodulatory genes IL10 and TLR2 were included (Segal S and others, unpublished data).9 Polymorphisms in the genes encoding solute carrier family 11, member 1 (SLC11A1, formerly NRAMP1), mannose-binding lectin (MBL2, formerly MBP or MBL) and interferon-
(IFNG) were investigated because they have been reported to be associated, in at least one population, with susceptibility to a related mycobacterial disease, tuberculosis.10 The toll-like receptor 4 (TLR4), IL10, and intercellular adhesion molecule 1 (ICAM-1, formerly CD54) loci contain polymorphisms that are associated with susceptibility to other infectious diseases, and it was speculated that these genes might represent general infectious disease susceptibility loci.1113 The caspase recruitment domain family, member 15 (CARD15, formerly NOD2) and CR1 were selected as functional candidates because of their roles in innate immunity and potential role in mycobacterial disease. The chemokine (C-C motif) ligand 3 (CCL3, formerly MIP1
) was selected as a functional candidate due to its involvement in T helper cell 1 (TH1) differentiation.
| METHODS |
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Recruitment and sample collection. Cases were ascertained within the context of the KPS, a long-term epidemiologic study of mycobacterial disease in the Karonga District, a rural area of northern Malawi. The population and basic field methods of the KPS have been described in detail elsewhere.14,15 Leprosy cases were identified in the context of total population surveys during the 1980s, and through "enhanced" passive detection (examination of all individuals who appeared at health centers) in the 1990s, in addition to self-reporting. Individuals were examined first by paramedical leprosy control assistants (LCAs), and suspects referred to project Medical Officers for review examination and (4-mm punch) biopsy. Diagnostic certainty was defined in terms of clinical, skin slit smear, and histopathologic data.16 Cases were defined as PB or MB based upon an algorithm that took into account all clinical, bacteriologic (slit skin smear), biopsy, and historical record information. The algorithm implies a conservative definition of MB (e.g., biopsy or slit skin smear bacterial index > 1).
Recruitment for this study began in 1996. Since leprosy incidence had decreased dramatically in the district, cases were selected retrospectively from project data files. Only cases that met strict diagnostic criteria were included (N and M categories as stipulated elsewhere16). Individuals were eligible for selection as controls if they were resident in the district during the 19861989 population survey, and had no history of either tuberculosis or leprosy. Controls were matched to cases by age (1519, 2024, 2529, 3034, 3544, 4554, 5564, and > 65 years old), sex, and geographic area (residence within 1 km of the case). First- or second-degree relatives of cases were not eligible for selection as controls. Each case was matched to up to three controls.
Cases and controls were visited in their homes by field teams consisting of an LCA and an interviewer. After having the study explained to them, those who consented were examined and invited to provide a blood or saliva sample for genetic testing (those who were willing to provide blood were told their blood group, and offered syphilis tests with treatment and also human immunodeficiency virus [HIV] counseling and testing if they so desired). All cases ascertained since 1987 have been offered voluntary counseling and HIV testing at the time of initial registration as part of a continuous case control study of leprosy, tuberculosis, and HIV.17 Blood (7.5 mL) was collected into EDTA and placed in vaccine carriers with wet ice until it reached the project laboratory within three days of collection, where cells were separated and stored at 70°C. The DNA was separated using Nucleon kits (Scotlab, Coatbridge, United Kingdom) following the manufacturers instructions, and shipped at 4°C to the Wellcome Trust Center for Human Genetics in Oxford, United Kingdom for analysis.
Genotyping.
Genotyping was performed blind to disease status. A variety of genotyping methods were used to investigate 38 polymorphisms from 13 candidate genes (Tables 1
and 2
). Four CARD15 polymorphisms were genotyped using polymerase chain reaction-restriction fragment length polymorphism (PCR-RFLP), the IFN-
+874 single nucleotide polymorphism (SNP) was typed using amplification refractory mutation system PCR, and the CARD15 and IFNG products were analyzed using agarose gel electrophoresis.18,19 Seven polymorphisms in SLC11A1, LTA, CCL3, and TLR2 were genotyped by fluorescence PCR followed by electrophoresis and detection using an ABI fluorescent DNA sequencer (Applied Biosystems, Foster City, CA) as described later in this report (Segal S and others, unpublished data).20,21 The PCR primers, conditions, and restriction enzymes used are shown in Table 1
.
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Genotyping using the post-PCR multiplexed ligation detection reaction (LDR).
The LDR was used to genotype the remaining 23 SNPs located in seven genes.23 Briefly, fragments containing the SNPs of interest were PCR-amplified using appropriate primers and conditions (Table 2
). Amplifications were performed in a total volume of 15 µL and contained 10 mM Tris-HCl, pH 8.3, 50 mM KCl, 12.5 mM MgCl2, 200 µM of each dNTP, 0.2 µM of each primer, approximately 50 ng of DNA, and 0.5 units of Amplitaq Gold polymerase (Perkin-Elmer, Boston, MA). To prevent polymerase extension during the subsequent LDR procedure, residual polymerase activity was removed by incubation with 1:10 volume of 1 mg/mL of proteinase K in 50 mM EDTA at 37°C for 30 minutes and 55°C for 10 minutes. The proteinase K was inactivated by incubation at 99°C for 10 minutes.
A set of three probes consisting of two fluorescently labeled allelic and one common probe was designed for each of the SNPs investigated using the LDR (Table 2
). The common probes (100 pmol of each) were 5' phosphorylated in a volume of 100 µL using 10 units of T4 polynucleotide kinase and 1 mM ATP in 70 mM Tris-HCl buffer, pH 7.6, containing 10 mM MgCl2 and 5 mM dithiothreitol. After incubation at 37°C for 45 minutes, the T4 kinase was inactivated by the addition of 20 µg of proteinase K in 100 µL of TE buffer (10 mM Tris-HCl, 5 mM EDTA, pH 8.0) and incubating at 37°C for 30 minutes. The proteinase K was inactivated by incubation at 99°C for 10 minutes.
The multiplexed LDR was performed in 15-µL volumes of 20 mM Tris-HCl buffer, pH 7.6, containing 25 mM KCl, 10 mM MgCl2, 1 mM NAD+, 10 mM dithiothreitol, 0.1% Triton X-100, 10 nM (200 fmol) of each LDR probe, 2 µL of PCR product, and 2 units of Taq DNA ligase. The reactions were prepared on ice and then initiated by placing on PCR blocks pre-heated to 95°C. An initial one-minute denaturation at 95°C was followed by 15 thermal cycles of denaturation at 95°C for 15 seconds, and annealing and ligation at the appropriate temperature (Table 2
) for four minutes. The activity of the ligase was stopped after 15 cycles by cooling to 4°C and adding 2 µL of 100 mM EDTA.
Electrophoresis and detection of multiplexed and/or pooled LDR or fluorescent PCR products was performed on an ABI 373 or ABI 3700 fluorescent DNA sequencer. For the ABI 3700, 1 µL of LDR product was added to 10 µL of Hi-Di formamide and 0.01 µL of 8 nM ABI Genescan-500 Rox size standards (Applied Biosystems). For the ABI373, 2 µL of LDR product was added to 1.5 µL of 5:1 deionized formamide, 25 mM EDTA with blue dextran (1 mg/mL), and 0.5 µL of fluorescently labeled size standards (GeneScan-350 tetramethylrhodamine [TAMRA]). After denaturation, the product was subjected to electrophoresis on 6% polyacrylamide gels. Product sizes were calculated relative to the standard with Genescan 3.5 (Perkin Elmer Applied Biosystems, Warrington, United Kingdom) using the second order least squares method. Automated allele calling of LDR products was performed using Genotyper 2.5 (Perkin Elmer Applied Biosystems).
Statistical analysis. For each polymorphism, the percentage of individuals with a particular genotype was calculated separately for cases and controls. Conditional logistic regression was used to quantify the association between disease and genotype, with and without controlling for ethnic group, and with and without restriction to PB cases. The percentage of cases with a particular genotype was also calculated separately for PB and MB cases.
| RESULTS |
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Direct sequence analysis. Sequence analysis of 83 individuals (including cases and controls) indicated that the TLR2 R677W and R753Q variants were not present, or were very rare, in northern Malawi. Likewise, the CARD15 SNP R790Q was not found upon sequencing of 63 individuals. Accordingly, further genotyping of these SNPs was not performed.
Genotyping results. The PCR-RFLP analysis of more than 150 Malawians indicated that the CARD15 variants P268S, R702W, G908R, and 1007fs were not present in this population. The TNF-1031 variant was also not found. The MBL2 R52C, MBL2 G54D, TNF + 70, and 857 variants were very rare in Karonga District, occurring with an allele frequency of < 1.0%. No homozygotes of these variants were identified.
Association study results for leprosy susceptibility.
The genotype frequencies and odds ratios (ORs) of the 26 variants that were sufficiently polymorphic for leprosy association analysis are shown in Table 3
, with ORs controlled for ethnic group. The results shown combine PB and MB cases, but all results were unchanged when restricted to PB cases. For most polymorphisms, there was no evidence of an association with leprosy susceptibility; however, for TNF 376 and 238, the 95% confidence intervals (CIs) were too wide to eliminate this. The polymorphisms ICAM1 K29M, MBL2 G57E, SLC11A1 exon 2 9-bp deletion, TGTG insertion/deletion, CAAA insertion/deletion, CR1 R1601G, IFNG +874, CCL3 microsatellite, TLR2 intron 2 microsatellite, and IL10 1082 were not found to be associated with leprosy susceptibility. Borderline evidence of association with leprosy susceptibility was found for six polymorphisms: TNF 863, SLC11A1 promoter microsatellite, IL10 592, TLR4 D299G, VDR Bsm I, and the LTA microsatellite 111-bp allele. Two SNPs were found to be associated with leprosy susceptibility with a 5% level of statistical significance without correcting for multiple comparisons: homozygotes (tt) for a silent T
C change in codon 352 of the VDR gene are susceptible (OR = 4.3, 95% CI = 1.611.4, P = 0.004), while homozygotes for the CR1 variant K1590E are protected (OR = 0.3, 95% CI = 0.10.8, P = 0.02). Presence of the LTA microsatellite 105-bp allele, but not the overall distribution of alleles at this microsatellite locus, was also associated with leprosy susceptibility (OR = 1.6, 95% CI = 1.12.4, P = 0.03).
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2 = 11.4, P = 0.003) and borderline evidence that the TLR2 224-bp microsatellite allele (
2 = 6.3, P = 0.042) genotype frequencies may differ between leprosy types. However, since only 26 MB cases were included in this study these results could be due to sampling error. | DISCUSSION |
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The nuclear hormone receptor VDR mediates the many immunomodulatory effects of the active form of vitamin D (1
25(OH)2D3), which include suppression of cytokine synthesis, immunoglobulin production, and lymphocyte proliferation. Epidemiologic evidence suggests that vitamin D deficiency may be associated with susceptibility to tuberculosis and vitamin D impairs growth of M. tuberculosis in human macrophage and monocytic cell lines, while vitamin D-containing medications have been useful in treating some leprosy cases.10,24 Homozygosity for a Taq I polymorphism (tt) in the ligand binding domain of VDR was associated with PB leprosy in Bengali Indians and resistance to tuberculosis in The Gambia.10,25 In the Bengali leprosy study the TT genotype was associated with MB leprosy and the Tt genotype was associated with leprosy susceptibility per se. In Karonga, where the leprosy cases are predominantly (90%) PB, the tt genotype was associated with susceptibility to leprosy per se. However, the apparent association in Karonga should be interpreted with caution. The expected frequency of tt homozygotes based on the measured t allele frequency in controls is 5%. The observed frequency in cases is 6% and in controls 3%. Thus, much of the apparent difference relates to a deviation of the control frequency from Hardy-Weinberg equilibrium, which may be a chance finding. In Mali, no association was found for the VDR genotype with either lepromatous or tuberculoid leprosy or leprosy per se (Meisner S, unpublished data). It is not clear whether the silent T/t polymorphism has a direct effect on function or expression of VDR, and it seems more likely that reported disease associations, if real, relate to linkage disequilibrium with a flanking functional polymorphism.26,27
On phagocytic cells, CR1 mediates the adherence and phagocytosis of complement-opsonized pathogens. Since M. leprae and M. tuberculosis can both gain entry into macrophages using this mechanism, it was hypothesized that variants in CR1 may influence susceptibility to mycobacterial disease.28,29 Five polymorphisms that encode amino acid changes in the extracellular domains of the protein and may affect either ligand binding or CR1 stability were investigated.30,31 These included the variants K1590E and R1601G, which underlie the Knops blood group McCoy (McCa
McCb) and Swain-Langley (Sl1
Sl2) polymorphisms, respectively. Both the McCb and Sl2 alleles are more prevalent in African populations than in Caucasian, Asian, or Hispanic Americans, and it has been suggested that they may confer a selective advantage against infectious disease.32 These alleles were less common in Malawi (McCb = 0.23, Sl2 = 0.31) than in the west African Gambian population (McCb = 0.39, Sl2 = 0.80), but more common than in non-African populations (McCb
0.025, Sl2
0.03). Homozygosity for the McCb allele was associated with protection against leprosy in Malawi; however, the biologic mechanism underlying this finding is unclear.
Four other genes, TNF, LTA, IL-10, and TLR2, which have been reported to be associated with leprosy susceptibility elsewhere, failed to show association of the relevant polymorphisms in Karonga.3
The proinflammatory cytokine TNF influences several aspects of the immune response, including macrophage activation (important for killing of mycobacteria) and granuloma formation (important for containment of mycobacterial infections), and can also cause tissue damage and apoptosis. Several promoter polymorphisms exist which may be involved in regulation of TNF expression and such variants have been associated with both autoimmune and infectious diseases.3335 A G
A polymorphism (TNF*2) at 308, which may be associated with increased TNF expression, was strongly linked to and associated with resistance to leprosy in Brazil.6,9,36,37 Contrary to these findings, the same variant has been associated with MB leprosy susceptibility in Bengali Indians, indicating, perhaps, that different aspects of TNF may be important in controlling the outcome of leprosy infection in different populations, perhaps due to the presence of different M. leprae strains, or a modified cytokine milieu resulting from presence of varying infectious pathogens or differences in genetic backgrounds.38 We found no evidence that the 308 variant has a role in leprosy susceptibility in Malawi. Six other TNF polymorphisms were investigated in this study, but the 1031, +70 and 857 variants were very rare and thus could not be tested for any association. There was no evidence that the 376 polymorphism, which upregulates TNF expression by introducing a binding site for the OCT-1 transcription factor, and is associated with severe malaria, was associated with leprosy susceptibility in Malawi, although the confidence limits were too wide to eliminate this possibility.33 Consistent with a recent Brazilian leprosy study, the 238 SNP, which may produce increased TNF transcription, was not found to be associated with leprosy in Malawi.9,39 The 863 SNP is located in an NF-
B regulatory site and results in reduced p50-p50 enhancement of expression.40 There was borderline evidence that this variant may be associated with leprosy susceptibility in Malawi, which is consistent with the findings that higher levels of TNF production may be protective against leprosy in Brazil.
Located close to the TNF gene, LTA encodes a cytokine that is produced by lymphocytes and natural killer cells and which has pleiotropic immunomodulatory effects. A haplotype that includes an intronic LTA SNP is associated with leprosy susceptibility in Brazil.6 In Malawi, the 105-bp allele may be weakly associated with leprosy susceptibility, while the 101-bp allele may influence leprosy type. It is possible that these associations are due to linkage disequilibrium with other polymorphisms either in another gene in the HLA region, or within LTA, or they may just be chance findings.20 However, further investigation of possible associations, if any, between LTA and susceptibility both to leprosy per se, and to leprosy type is warranted.
The cytokine IL10 has pleiotropic effects in immunoregulation and inflammation, including the inhibition of TH1 cytokine secretion and T cell proliferation. Polymorphisms in the promoter influence the amount of IL10 production.10,41,42 It was speculated that by suppressing inflammation, high IL10 production might increase mycobacterial susceptibility. Three promoter polymorphisms in IL10 were investigated in Malawi and borderline evidence was found that homozygotes for the 592 A variant may have increased susceptibility to leprosy. Recently, the 819 T variant has been reported to be weakly associated with leprosy susceptibility in Brazil.9 These two variants exhibit linkage disequilibrium and usually occur together on a haplotype (1082 A, 1892 T, 592 A) that is associated with increased IL10 production. In Brazil, homozygosity for the 592 A variant is not significantly associated with susceptibility, but there is a trend in this direction. Thus, it is possible that the ATA haplotype may be associated with leprosy susceptibility in both these populations but much larger studies would be required to assess this.
Mammalian toll-like receptors recognize and react to a variety of bacterial cell wall components to activate direct antimicrobial mechanisms and to facilitate transcription of genes that regulate the adaptive inflammatory immune response. TLR2, probably acting as a heterodimer with other TLRs, recognizes components from a variety of microbial pathogens including mycobacterial lipoproteins and lipoarabinomannan. Mycobacterium leprae can activate both TLR2-TLR1 heterodimers and TLR2 homodimers.43 TLR4 is the receptor for lipopolysaccharide (LPS), a major cell wall component of gram-negative bacteria, but it seems that both TLR2 and TLR4 can mediate cellular activation in response to components of gram-positive Mycobacterium tuberculosis.44 An Arg299Gly polymorphism in the extracellular domain results in impaired TLR4-mediated LPS induced signaling.45 Heterozygosity is associated with hypo-responsiveness to inhaled LPS, Thus, it appears counter-intuitive that although only borderline significant, heterozygosity for the rare 299Gly allele was increased among controls.46 It would be of interest to determine whether this genotype is associated with protection in other populations.
Three TLR2 polymorphisms were also investigated. Sequencing indicated that Arg677Trp and Arg753Gln, identified as rare variants in other populations, are extremely rare in Malawi and variation in a microsatellite located in intron 2 of the TLR2 gene was not associated with leprosy susceptibility.13,22
Mannose-binding lectin binds to mannose and N-acetylglucosamine groups on a variety of bacteria, resulting in complement activation and opsonophagocytosis. Any one of three exon 1 point mutations (R52C, G54D, and G57E) reduces serum MBL concentrations. Since low serum levels of MBL may be associated with recurrent infections in young children and yet low-producing alleles are maintained in all populations, as for ICAM1, it has been proposed that balancing selection might exist.47 One hypothesis is that low MBL levels may protect against mycobacterial disease by limiting phagocytotic entry of mycobacteria into host cells.48 Consistent with studies of other African populations, the R52C and G54D polymorphisms were found only rarely in Malawi. The G57E (C) variant had an allele frequency of 20% and was not associated with leprosy susceptibility.
Interferon-
is an essential and central regulator of the human response to infection. The intronic +874 T/A SNP lies in a putative binding site for the transcription factor NF-
B. The T allele, which may be associated with high IFN-
production has recently been found to be associated with resistance to tuberculosis in Sicilians and South Africans.10,19,49,50 This SNP has not previously been investigated for an association with leprosy susceptibility and was not found to be associated with leprosy in Malawi. This could be because the lower allele frequency in Malawi (20% compared with 50%) reduces the power to detect such an association because the tuberculosis association is due to another polymorphism that is in linkage disequilibrium with the +874 SNP in Sicily but not in Malawi, or because this allele does not affect leprosy susceptibility in this population.
The SLC11A1 gene encodes a protein that may have a direct effect on the survival of mycobacteria within macrophage phagosomes, but may also have pleiotropic effects that include regulation of the TH1:TH2 balance of the adaptive immune response to infection. Since the mouse homolog Slc11a1 protects against some mycobacterial infections and SLC11A1 variants have been associated with human tuberculosis susceptibility, SLC11A1 has long been a candidate for leprosy susceptibility. However, although a haplotype segregation study suggested this gene may influence leprosy susceptibility in Vietnam,51 other studies have found no evidence for association and/or linkage with susceptibility.25,5154 However, variants of this gene have been associated with leprosy type in Mali and linked with the size of the Mitsuda response in southeast Asians.53,55 For three of the four SLC11A1 polymorphisms examined in the Malawi population, there was no evidence of an association with leprosy susceptibility. The fourth, a promoter microsatellite, showed borderline evidence that the putative lower-expressing allele 201 (allele 2) may be protective against leprosy in this population. This contrasts with the reported association of this allele with tuberculosis susceptibility in The Gambia.10,56
The aim of this study was to better understand the genetic factors that underlie host immune responses to leprosy. We find evidence that variants in the VDR and CR1 genes may influence leprosy susceptibility in the Karonga District of northern Malawi, and it is possible that variants of some of the others genes studied may also play a minor role. The sibling risk ratio for leprosy in this population appears to be of the order of two, and thus the genes and modest associations studied here appear insufficient to account for the overall genetic component identified.57 Therefore, it seems likely that there are several other host genes that contribute to a complex network of gene products that may synergize or counteract each other to influence leprosy susceptibility. Interaction of strain, environment, nutrition, presence and nature of concurrent background infections, varying linkage disequilibrium, and allele frequencies may limit the usefulness of extrapolating these findings to other populations. Indeed, a major conclusion from this large-scale study is that many of the associations suggested by studies in other populations are not found in this Malawian population. Our data urge caution in the interpretation of infectious disease genetic associations from single-population analyses and support the reassessment of positive findings in replication studies.
Received August 28, 2003. Accepted for publication January 19, 2004.
Acknowledgments: We thank the many field, laboratory, and data management staff of the KPS who have carried out the leprosy work in Karonga District since 1979, the people of Karonga District, and the Ministry of Health and Population and the National Health Sciences Research Committee of Malawi for their encouragement of the KPS over many years. We also thank past and present Wellcome Trust Centre for Human Genetics (WTCHG) researchers and collaborators including Peter Zimmerman, Patricia Ramaley, and Graham Cooke for their role in developing the genotyping methods used here, as well as WTCHG core facilities staff, and Kerrie Tosh, Christophe Aucan, and Dr. Branwen Hennig, for their assistance.
Financial support: The leprosy work of the KPS has been funded since its inception by the British Leprosy Relief Association, with contributions from the International Federation of Anti-Leprosy Associations. This study was supported by the Wellcome Trust. Adrian V. S. Hill is a Wellcome Trust Principal Research Fellow.
Authors addresses: Jodene Fitness, School of Biological Sciences, Victoria University of Wellington, PO Box 600, Wellington, New Zealand, E-mail: jodene.fitness{at}vuw.ac.nz. Sian Floyd and Paul E. M. Fine, Department of Tropical Hygiene, London School of Hygiene and Tropical Medicine, Keppel Street, London WC1E 7HT, United Kingdom, E-mails: sian.floyd{at}lshtm.ac.uk and paul.fine{at}lshtm.ac.uk. David K. Warndorff, Lifted Sichali, Lorren Mwaungulu, and Amelia C. Crampin, Karonga Prevention Study, PO Box 46, Chilumba, Karonga District, Malawi. Adrian V. S. Hill, Wellcome Trust Centre for Human Genetics, Roosevelt Drive, Oxford OX3 7BN, United Kingdom, E-mail: adrian.hill{at}molecular-medicine.oxford.ac.uk.
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