Skip to main content
Top
Published in: BMC Medical Genetics 1/2014

Open Access 01-12-2014 | Research Article

Genetic determinants of glucose-6-phosphate dehydrogenase activity in Kenya

Authors: Shivang S Shah, Alex Macharia, Johnstone Makale, Sophie Uyoga, Katja Kivinen, Rachel Craik, Christina Hubbart, Thomas E Wellems, Kirk A Rockett, Dominic P Kwiatkowski, Thomas N Williams

Published in: BMC Medical Genetics | Issue 1/2014

Login to get access

Abstract

Background

The relationship between glucose-6-phosphate dehydrogenase (G6PD) deficiency and clinical phenomena such as primaquine-sensitivity and protection from severe malaria remains poorly defined, with past association studies yielding inconsistent and conflicting results. One possibility is that examination of a single genetic variant might underestimate the presence of true effects in the presence of unrecognized functional allelic diversity.

Methods

We systematically examined this possibility in Kenya, conducting a fine-mapping association study of erythrocyte G6PD activity in 1828 Kenyan children across 30 polymorphisms at or around the G6PD locus.

Results

We demonstrate a strong functional role for c.202G>A (rs1050828), which accounts for the majority of variance in enzyme activity observed (P=1.5 × 10-200, additive model). Additionally, we identify other common variants that exert smaller, intercorrelated effects independent of c.202G>A, and haplotype analyses suggest that each variant tags one of two haplotype motifs that are opposite in sequence identity and effect direction. We posit that these effects are of biological and possible clinical significance, specifically noting that c.376A>G (rs1050829) augments 202AG heterozygote risk for deficiency trait by two-fold (OR = 2.11 [1.12 - 3.84], P=0.014).

Conclusions

Our results suggest that c.202G>A is responsible for the majority of the observed prevalence of G6PD deficiency trait in Kenya, but also identify a novel role for c.376A>G as a genetic modifier which marks a common haplotype that augments the risk conferred to 202AG heterozygotes, suggesting that variation at both loci merits consideration in genetic association studies probing G6PD deficiency-associated clinical phenotypes.
Appendix
Available only for authorised users
Literature
1.
go back to reference Guindo A, Fairhurst RM, Doumbo OK, Wellems TE, Diallo DA: X-linked G6PD deficiency protects hemizygous males but not heterozygous females against severe malaria. PLoS Med. 2007, 4 (3): 66-10.1371/journal.pmed.0040066.CrossRef Guindo A, Fairhurst RM, Doumbo OK, Wellems TE, Diallo DA: X-linked G6PD deficiency protects hemizygous males but not heterozygous females against severe malaria. PLoS Med. 2007, 4 (3): 66-10.1371/journal.pmed.0040066.CrossRef
2.
go back to reference Bienzle U, Ayeni O, Lucas A, Luzzatto L: Glucose-6-phosphate dehydrogenase and malaria. Greater resistance of females heterozygous for enzyme deficiency and of males with non-deficient variant. Lancet. 1972, 1 (7742): 107-10.1016/S0140-6736(72)90676-9.CrossRefPubMed Bienzle U, Ayeni O, Lucas A, Luzzatto L: Glucose-6-phosphate dehydrogenase and malaria. Greater resistance of females heterozygous for enzyme deficiency and of males with non-deficient variant. Lancet. 1972, 1 (7742): 107-10.1016/S0140-6736(72)90676-9.CrossRefPubMed
3.
go back to reference Ruwende C, Khoo SC, Snow RW, Yates SN, Kwiatkowski D, Gupta S, Warn P, Allsopp CE, Gilbert SC, Peschu N: Natural selection of hemi- and heterozygotes for G6PD deficiency in Africa by resistance to severe malaria. Nature. 1995, 376 (6537): 246-249. 10.1038/376246a0.CrossRefPubMed Ruwende C, Khoo SC, Snow RW, Yates SN, Kwiatkowski D, Gupta S, Warn P, Allsopp CE, Gilbert SC, Peschu N: Natural selection of hemi- and heterozygotes for G6PD deficiency in Africa by resistance to severe malaria. Nature. 1995, 376 (6537): 246-249. 10.1038/376246a0.CrossRefPubMed
4.
go back to reference Clark T, Fry A, Auburn S, Campino S, Diakite M, Green A, Richardson A, Teo Y, Small K, Wilson J, Jallow M, Sisay-Joof F, Pinder M, Sabeti P, Kwiatkowski D, Rockett K: Allelic heterogeneity of G6PD deficiency in West Africa and severe malaria susceptibility. Eur J Hum Genet. 2009, 17 (8): 1080-1085. 10.1038/ejhg.2009.8.CrossRefPubMedPubMedCentral Clark T, Fry A, Auburn S, Campino S, Diakite M, Green A, Richardson A, Teo Y, Small K, Wilson J, Jallow M, Sisay-Joof F, Pinder M, Sabeti P, Kwiatkowski D, Rockett K: Allelic heterogeneity of G6PD deficiency in West Africa and severe malaria susceptibility. Eur J Hum Genet. 2009, 17 (8): 1080-1085. 10.1038/ejhg.2009.8.CrossRefPubMedPubMedCentral
5.
go back to reference Jallow M, Teo Y, Small K, Rockett K, Deloukas P, Clark T, Kivinen K, Bojang K, Conway D, Pinder M, Sirugo G, Sisay-Joof F, Usen S, Auburn S, Bumpstead S, Campino S, Coffey A, Dunham A, Fry A, Green A, Gwilliam R, Hunt S, Inouye M, Jeffreys A, Mendy A, Palotie A, Potter S, Ragoussis J, Rogers J, Rowlands K, et al: Genome-wide and fine-resolution association analysis of malaria in West Africa. Nat Genet. 2009, 41 (6): 657-665. 10.1038/ng.388.CrossRefPubMedPubMedCentral Jallow M, Teo Y, Small K, Rockett K, Deloukas P, Clark T, Kivinen K, Bojang K, Conway D, Pinder M, Sirugo G, Sisay-Joof F, Usen S, Auburn S, Bumpstead S, Campino S, Coffey A, Dunham A, Fry A, Green A, Gwilliam R, Hunt S, Inouye M, Jeffreys A, Mendy A, Palotie A, Potter S, Ragoussis J, Rogers J, Rowlands K, et al: Genome-wide and fine-resolution association analysis of malaria in West Africa. Nat Genet. 2009, 41 (6): 657-665. 10.1038/ng.388.CrossRefPubMedPubMedCentral
6.
go back to reference Dern RJ, Beutler E, Alving A: The hemolytic effect of primaquine. II. The natural course of the hemolytic anemia and the mechanism of its self-limited character. J Lab Clin Med. 1954, 44 (2): 171-176.PubMed Dern RJ, Beutler E, Alving A: The hemolytic effect of primaquine. II. The natural course of the hemolytic anemia and the mechanism of its self-limited character. J Lab Clin Med. 1954, 44 (2): 171-176.PubMed
7.
go back to reference Carson PE, Flanagan C, Ickes C, Alving A: Enzymatic deficiency in primaquine-sensitive erythrocytes. Science. 1956, 124 (3220): 484-485. 10.1126/science.124.3220.484-a.CrossRefPubMed Carson PE, Flanagan C, Ickes C, Alving A: Enzymatic deficiency in primaquine-sensitive erythrocytes. Science. 1956, 124 (3220): 484-485. 10.1126/science.124.3220.484-a.CrossRefPubMed
8.
go back to reference Howes RE, Piel FB, Patil AP, Nyangiri OA, Gething PW, Dewi M, Hogg MM, Battle KE, Padilla CD, Baird JK, Hay SI: G6PD deficiency prevalence and estimates of affected populations in malaria endemic countries: a geostatistical model-based map. PLoS Med. 2012, 9 (11): 1001339-10.1371/journal.pmed.1001339.CrossRef Howes RE, Piel FB, Patil AP, Nyangiri OA, Gething PW, Dewi M, Hogg MM, Battle KE, Padilla CD, Baird JK, Hay SI: G6PD deficiency prevalence and estimates of affected populations in malaria endemic countries: a geostatistical model-based map. PLoS Med. 2012, 9 (11): 1001339-10.1371/journal.pmed.1001339.CrossRef
9.
go back to reference Shekalaghe SA, ter Braak R, Daou M, Kavishe R, van den Bijllaardt W, van den Bosch S, Koenderink JB, Luty AJF, Whitty CJM, Drakeley C, Sauerwein RW, Bousema T: In Tanzania, hemolysis after a single dose of primaquine coadministered with an artemisinin is not restricted to glucose-6-phosphate dehydrogenase-deficient (G6PD A-) individuals. Antimicrob Agents Chemother. 2010, 54 (5): 1762-1768. 10.1128/AAC.01135-09.CrossRefPubMedPubMedCentral Shekalaghe SA, ter Braak R, Daou M, Kavishe R, van den Bijllaardt W, van den Bosch S, Koenderink JB, Luty AJF, Whitty CJM, Drakeley C, Sauerwein RW, Bousema T: In Tanzania, hemolysis after a single dose of primaquine coadministered with an artemisinin is not restricted to glucose-6-phosphate dehydrogenase-deficient (G6PD A-) individuals. Antimicrob Agents Chemother. 2010, 54 (5): 1762-1768. 10.1128/AAC.01135-09.CrossRefPubMedPubMedCentral
10.
go back to reference Beutler E: G6PD: population genetics and clinical manifestations. Blood Rev. 1996, 10 (1): 45-52. 10.1016/S0268-960X(96)90019-3.CrossRefPubMed Beutler E: G6PD: population genetics and clinical manifestations. Blood Rev. 1996, 10 (1): 45-52. 10.1016/S0268-960X(96)90019-3.CrossRefPubMed
11.
go back to reference Ganczakowski M, Town M, Bowden DK, Vulliamy TJ, Kaneko A, Clegg JB, Weatherall DJ, Luzzatto L: Multiple glucose 6-phosphate dehydrogenase-deficient variants correlate with malaria endemicity in the Vanuatu archipelago (southwestern Pacific). Am J Hum Genet. 1995, 56 (1): 294-301.PubMedPubMedCentral Ganczakowski M, Town M, Bowden DK, Vulliamy TJ, Kaneko A, Clegg JB, Weatherall DJ, Luzzatto L: Multiple glucose 6-phosphate dehydrogenase-deficient variants correlate with malaria endemicity in the Vanuatu archipelago (southwestern Pacific). Am J Hum Genet. 1995, 56 (1): 294-301.PubMedPubMedCentral
12.
go back to reference Zhang L, Cui X, Schmitt K, Hubert R, Navidi W, Arnheim N: Whole genome amplification from a single cell: implications for genetic analysis. Proc Natl Acad Sci U S A. 1992, 89 (13): 5847-5851. 10.1073/pnas.89.13.5847.CrossRefPubMedPubMedCentral Zhang L, Cui X, Schmitt K, Hubert R, Navidi W, Arnheim N: Whole genome amplification from a single cell: implications for genetic analysis. Proc Natl Acad Sci U S A. 1992, 89 (13): 5847-5851. 10.1073/pnas.89.13.5847.CrossRefPubMedPubMedCentral
13.
go back to reference Purcell S, Neale B, Todd-Brown K, Thomas L, Ferreira MAR, Bender D, Maller J, Sklar P, de Bakker PIW, Daly MJ, Sham PC: PLINK: a tool set for whole-genome association and population-based linkage analyses. Am J Hum Genet. 2007, 81 (3): 559-575. 10.1086/519795.CrossRefPubMedPubMedCentral Purcell S, Neale B, Todd-Brown K, Thomas L, Ferreira MAR, Bender D, Maller J, Sklar P, de Bakker PIW, Daly MJ, Sham PC: PLINK: a tool set for whole-genome association and population-based linkage analyses. Am J Hum Genet. 2007, 81 (3): 559-575. 10.1086/519795.CrossRefPubMedPubMedCentral
14.
go back to reference Clayton D, Leung H-T: An R package for analysis of whole-genome association studies. Hum Hered. 2007, 64 (1): 45-51. 10.1159/000101422.CrossRefPubMed Clayton D, Leung H-T: An R package for analysis of whole-genome association studies. Hum Hered. 2007, 64 (1): 45-51. 10.1159/000101422.CrossRefPubMed
15.
go back to reference R Development Core Team (2008): R: A language and environment for statistical computing. R Foundation for Statistical Computing: Vienna, Austria;2008. ISBN 3-900051-07-0, ., [http://www.R-project.org] R Development Core Team (2008): R: A language and environment for statistical computing. R Foundation for Statistical Computing: Vienna, Austria;2008. ISBN 3-900051-07-0, ., [http://​www.​R-project.​org]
16.
go back to reference Scheet P, Stephens M: A fast and flexible statistical model for large-scale population genotype data: applications to inferring missing genotypes and haplotypic phase. Am J Hum Genet. 2006, 78 (4): 629-644. 10.1086/502802.CrossRefPubMedPubMedCentral Scheet P, Stephens M: A fast and flexible statistical model for large-scale population genotype data: applications to inferring missing genotypes and haplotypic phase. Am J Hum Genet. 2006, 78 (4): 629-644. 10.1086/502802.CrossRefPubMedPubMedCentral
17.
go back to reference Beutler E, Kuhl W, Vives-Corrons JL, Prchal JT: Molecular heterogeneity of glucose-6-phosphate dehydrogenase A-. Blood. 1989, 74 (7): 2550-2555.PubMed Beutler E, Kuhl W, Vives-Corrons JL, Prchal JT: Molecular heterogeneity of glucose-6-phosphate dehydrogenase A-. Blood. 1989, 74 (7): 2550-2555.PubMed
18.
go back to reference May J, Meyer CG, Grossterlinden L, Ademowo OG, Mockenhaupt FP, Olumese PE, Falusi AG, Luzzatto L, Bienzle U: Red cell glucose-6-phosphate dehydrogenase status and pyruvate kinase activity in a Nigerian population. Trop Med Int Health. 2000, 5 (2): 119-123. 10.1046/j.1365-3156.2000.00529.x.CrossRefPubMed May J, Meyer CG, Grossterlinden L, Ademowo OG, Mockenhaupt FP, Olumese PE, Falusi AG, Luzzatto L, Bienzle U: Red cell glucose-6-phosphate dehydrogenase status and pyruvate kinase activity in a Nigerian population. Trop Med Int Health. 2000, 5 (2): 119-123. 10.1046/j.1365-3156.2000.00529.x.CrossRefPubMed
19.
go back to reference Johnson MK, Clark TD, Njama-Meya D, Rosenthal PJ, Parikh S: Impact of the method of G6PD deficiency assessment on genetic association studies of malaria susceptibility. PLoS ONE. 2009, 4 (9): 7246-10.1371/journal.pone.0007246.CrossRef Johnson MK, Clark TD, Njama-Meya D, Rosenthal PJ, Parikh S: Impact of the method of G6PD deficiency assessment on genetic association studies of malaria susceptibility. PLoS ONE. 2009, 4 (9): 7246-10.1371/journal.pone.0007246.CrossRef
20.
21.
go back to reference Battistuzzi G, Esan GJ, Fasuan FA, Modiano G, Luzzatto L: Comparison of GdA and GdB activities in Nigerians. A study of the variation of the G6PD activity. Am J Hum Genet. 1977, 29 (1): 31-36.PubMedPubMedCentral Battistuzzi G, Esan GJ, Fasuan FA, Modiano G, Luzzatto L: Comparison of GdA and GdB activities in Nigerians. A study of the variation of the G6PD activity. Am J Hum Genet. 1977, 29 (1): 31-36.PubMedPubMedCentral
22.
go back to reference Hirono A, Beutler E: Molecular cloning and nucleotide sequence of cDNA for human glucose-6-phosphate dehydrogenase variant A(-). Proc Natl Acad Sci U S A. 1988, 85 (11): 3951-3954. 10.1073/pnas.85.11.3951.CrossRefPubMedPubMedCentral Hirono A, Beutler E: Molecular cloning and nucleotide sequence of cDNA for human glucose-6-phosphate dehydrogenase variant A(-). Proc Natl Acad Sci U S A. 1988, 85 (11): 3951-3954. 10.1073/pnas.85.11.3951.CrossRefPubMedPubMedCentral
23.
go back to reference Vulliamy TJ, Othman A, Town M, Nathwani A, Falusi AG, Mason PJ, Luzzatto L: Polymorphic sites in the African population detected by sequence analysis of the glucose-6-phosphate dehydrogenase gene outline the evolution of the variants A and A-. Proc Natl Acad Sci U S A. 1991, 88 (19): 8568-8571. 10.1073/pnas.88.19.8568.CrossRefPubMedPubMedCentral Vulliamy TJ, Othman A, Town M, Nathwani A, Falusi AG, Mason PJ, Luzzatto L: Polymorphic sites in the African population detected by sequence analysis of the glucose-6-phosphate dehydrogenase gene outline the evolution of the variants A and A-. Proc Natl Acad Sci U S A. 1991, 88 (19): 8568-8571. 10.1073/pnas.88.19.8568.CrossRefPubMedPubMedCentral
24.
go back to reference Tishkoff SA, Varkonyi R, Cahinhinan N, Abbes S, Argyropoulos G, Destro-Bisol G, Drousiotou A, Dangerfield B, Lefranc G, Loiselet J, Piro A, Stoneking M, Tagarelli A, Tagarelli G, Touma EH, Williams SM, Clark AG: Haplotype diversity and linkage disequilibrium at human G6PD: recent origin of alleles that confer malarial resistance. Science. 2001, 293 (5529): 455-462. 10.1126/science.1061573.CrossRefPubMed Tishkoff SA, Varkonyi R, Cahinhinan N, Abbes S, Argyropoulos G, Destro-Bisol G, Drousiotou A, Dangerfield B, Lefranc G, Loiselet J, Piro A, Stoneking M, Tagarelli A, Tagarelli G, Touma EH, Williams SM, Clark AG: Haplotype diversity and linkage disequilibrium at human G6PD: recent origin of alleles that confer malarial resistance. Science. 2001, 293 (5529): 455-462. 10.1126/science.1061573.CrossRefPubMed
25.
go back to reference Sabeti PC, Reich DE, Higgins JM, Levine HZP, Richter DJ, Schaffner SF, Gabriel SB, Platko JV, Patterson NJ, McDonald GJ, Ackerman HC, Campbell SJ, Altshuler D, Cooper R, Kwiatkowski D, Ward R, Lander ES: Detecting recent positive selection in the human genome from haplotype structure. Nature. 2002, 419 (6909): 832-837. 10.1038/nature01140.CrossRefPubMed Sabeti PC, Reich DE, Higgins JM, Levine HZP, Richter DJ, Schaffner SF, Gabriel SB, Platko JV, Patterson NJ, McDonald GJ, Ackerman HC, Campbell SJ, Altshuler D, Cooper R, Kwiatkowski D, Ward R, Lander ES: Detecting recent positive selection in the human genome from haplotype structure. Nature. 2002, 419 (6909): 832-837. 10.1038/nature01140.CrossRefPubMed
Metadata
Title
Genetic determinants of glucose-6-phosphate dehydrogenase activity in Kenya
Authors
Shivang S Shah
Alex Macharia
Johnstone Makale
Sophie Uyoga
Katja Kivinen
Rachel Craik
Christina Hubbart
Thomas E Wellems
Kirk A Rockett
Dominic P Kwiatkowski
Thomas N Williams
Publication date
01-12-2014
Publisher
BioMed Central
Published in
BMC Medical Genetics / Issue 1/2014
Electronic ISSN: 1471-2350
DOI
https://doi.org/10.1186/s12881-014-0093-6

Other articles of this Issue 1/2014

BMC Medical Genetics 1/2014 Go to the issue