Characterisation of the opposing effects of G6PD deficiency on cerebral malaria and severe malarial anaemia

  1. Geraldine M Clarke  Is a corresponding author
  2. Kirk Rockett  Is a corresponding author
  3. Katja Kivinen
  4. Christina Hubbart
  5. Anna E Jeffreys
  6. Kate Rowlands
  7. Muminatou Jallow
  8. David J Conway
  9. Kalifa A Bojang
  10. Margaret Pinder
  11. Stanley Usen
  12. Fatoumatta Sisay-Joof
  13. Giorgio Sirugo
  14. Ousmane Toure
  15. Mahamadou A Thera
  16. Salimata Konate
  17. Sibiry Sissoko
  18. Amadou Niangaly
  19. Belco Poudiougou
  20. Valentina D Mangano
  21. Edith C Bougouma
  22. Sodiomon B Sirima
  23. David Modiano
  24. Lucas N Amenga-Etego
  25. Anita Ghansah
  26. Kwadwo A Koram
  27. Michael D Wilson
  28. Anthony Enimil
  29. Jennifer Evans
  30. Olukemi K Amodu
  31. Subulade Olaniyan
  32. Tobias Apinjoh
  33. Regina Mugri
  34. Andre Ndi
  35. Carolyne M Ndila
  36. Sophie Uyoga
  37. Alexander Macharia
  38. Norbert Peshu
  39. Thomas N Williams
  40. Alphaxard Manjurano
  41. Nuno Sepúlveda
  42. Taane G Clark
  43. Eleanor Riley
  44. Chris Drakeley
  45. Hugh Reyburn
  46. Vysaul Nyirongo
  47. David Kachala
  48. Malcolm Molyneux
  49. Sarah J Dunstan
  50. Nguyen Hoan Phu
  51. Nguyen Ngoc Quyen
  52. Cao Quang Thai
  53. Tran Tinh Hien
  54. Laurens Manning
  55. Moses Laman
  56. Peter Siba
  57. Harin Karunajeewa
  58. Steve Allen
  59. Angela Allen
  60. Timothy ME Davis
  61. Pascal Michon
  62. Ivo Mueller
  63. Síle F Molloy
  64. Susana Campino
  65. Angeliki Kerasidou
  66. Victoria J Cornelius
  67. Lee Hart
  68. Shivang S Shah
  69. Gavin Band
  70. Chris CA Spencer
  71. Tsiri Agbenyega
  72. Eric Achidi
  73. Ogobara K Doumbo
  74. Jeremy Farrar
  75. Kevin Marsh
  76. Terrie Taylor
  77. Dominic P Kwiatkowski  Is a corresponding author
  78. MalariaGEN Consortium
  1. University of Oxford, United Kingdom
  2. The Wellcome Trust Sanger Institute, United Kingdom
  3. Medical Research Council Unit The Gambia, Gambia
  4. Independence Drive, Gambia
  5. London School of Hygiene and Tropical Medicine, United Kingdom
  6. University of Bamako, Mali
  7. University of Rome La Sapienza, Italy
  8. Centre National de Recherche et de Formation sur le Paludisme (CNRFP), Burkina Faso
  9. Navrongo Health Research Centre, Ghana
  10. University of Ghana, Ghana
  11. Komfo Anoyke Teaching Hospital, Ghana
  12. Bernhard Nocht Institute for Tropical Medicine, Germany
  13. Kumasi Centre for Collaborative Research, Ghana
  14. University of Ibadan, Nigeria
  15. University of Buea, Cameroon
  16. KEMRI-Wellcome Trust Research Programme, Kenya
  17. Imperial College, United Kingdom
  18. Kilimanjaro Christian Medical College, Tanzania
  19. University of Malawi, Malawi
  20. University of Oxford, Vietnam
  21. Pembroke Place, United Kingdom
  22. The University of Melbourne, Australia
  23. Hospital for Tropical Diseases, Viet Nam
  24. Papua New Guinea Institute of Medical Research, Papua New Guinea
  25. University of Western Australia, Australia
  26. Swansea University, United Kingdom
  27. Oxford University, United Kingdom
  28. Divine Word University, Papua New Guinea
  29. Walter and Eliza Hall Institute of Medical Research, Australia
  30. Barcelona Centre for International Health Research, Spain
  31. The Ethox Centre, University of Oxford, United Kingdom
  32. National Institute of Allergy and Infectious Diseases, National Institutes of Health, United States
  33. Kwame Nkrumah University of Science and Technology, Ghana
  34. Center for Tropical Medicine, Oxford University, United Kingdom

Decision letter

  1. Urszula Krzych
    Reviewing Editor; Walter Reed Army Institute of Research, United States

In the interests of transparency, eLife includes the editorial decision letter and accompanying author responses. A lightly edited version of the letter sent to the authors after peer review is shown, indicating the most substantive concerns; minor comments are not usually included.

Thank you for submitting your article "Multi-centre analysis of the association between severe malaria and multiple forms of G6PD deficiency" for consideration by eLife. Your article has been reviewed by three peer reviewers, and the evaluation has been overseen by a Reviewing Editor, Urszula Krzych, and Prabhat Jha as the Senior Editor. The reviewers have opted to remain anonymous.

The reviewers have discussed the reviews with one another and the Reviewing Editor has drafted this decision to help you prepare a revised submission.

Summary:

The authors previously published their observations concerning an association between G6PD deficiency alleles and decreased risk of cerebral malaria risk as well as increased risk of severe malarial anaemia. In this paper, the authors examine the effect of other forms, both known and novel, of G6PD deficiently on susceptibility to malaria. This study represents a multi-centre analysis, including 11,871 cases of severe malaria caused by Plasmodium falciparum and 16,889 population controls from 11 countries representing Africa, Asia and Oceania. The observations revealed that when considered as combined, all forms of G6PD deficiency associate with decreased risk of cerebral malaria. In contrast, the risk of several malarial anaemia increases, with the loss of G6PD function. This study of the relationship of the different forms of G6PD to malaria is timely as the current results will help to resolve lingering uncertainties of the health benefits and costs of carrying these alleles. Overall this is an interesting study that includes new data and interesting modeling of population effects. The results provide strong evidence that malaria was a driving force in positive selection for G6PD trait, or at least for G6PD+202T. The manuscript is well written with generally clear explanations of the methods employed and results obtained.

Essential revisions:

Although the reviewers expressed some concern about the significance of these findings vis-à-vis the authors' previously published works, the additional explanations provided separately upon editor’s request mitigate these issues. However, the authors need to include some aspects of the explanations in the appropriate sections of the revised version of the manuscript.

In addition, please comment:

1) About the other common genetic resistance factors that might have influenced the observed outcome.

2) Age as a possible factor.

3) A broader influence of G6PD on susceptibility to anemia.

https://doi.org/10.7554/eLife.15085.021

Author response

[…] Essential revisions:

Although the reviewers expressed some concern about the significance of these findings vis-à-vis the authors' previously published works, the additional explanations provided separately upon editor’s request mitigate these issues. However, the authors need to include some aspects of the explanations in the appropriate sections of the revised version of the manuscript.

The Abstract, Introduction and Discussion have been extensively revised to highlight fundamental questions arising from the published literature, including our own recent work, and to set out more clearly and concisely the purpose of this study and the significance of the findings. For example:

Introduction, final paragraph: “The present study had two main aims. The first aim was to perform a more comprehensive analysis of how an individual’s level of G6PD deficiency affects the risk of severe malaria in general, and of cerebral malaria and severe malarial anaemia in particular. […] The second aim of the study was to explore evolutionary and epidemiological models based on these new findings to re-examine the hypothesis that Plasmodium falciparum malaria is a major force for G6PD balancing selection.”

Discussion, first paragraph: “In contrast to other malaria resistance loci such as sickle cell trait and blood group O, which show highly consistent and statistically significant effects across different locations in this large multi-centre study, the observed associations with G6PD deficiency are at lower levels of statistical significance and vary between locations. […] The majority of evidence comes from the large number of individuals carrying the G6PD+202T allele, but it is supported by evidence from a smaller number of individuals carrying alleles with stronger phenotypic effects.”

Discussion, final three paragraphs: “At first sight, these findings appear to challenge the widely-accepted hypothesis that G6PD deficiency has evolved in human populations as a result of balancing selection due to malaria (Allison, 1960). […] With these caveats, the present findings indicate the need for a new formulation of the balancing selection hypothesis, in which G6PD polymorphism is maintained in human populations, at least in part, by an evolutionary tradeoff between different adverse outcomes of P. falciparum infection.”

In addition, the presentation of our models for the investigation of whether G6PD polymorphism is maintained by balancing selection due to malaria has been simplified. This has not resulted in any material changes to results or overall conclusions.

In addition, please comment:

1) About the other common genetic resistance factors that might have influenced the observed outcome.

New analyses of this question are presented in the Results, with a new supplementary figure (Figure 1—figure supplement 3), and in the Materials and methods section “Adjustment for additional risk factors”.

Results, Analysis of association with individual variants, second paragraph: “In these analyses we corrected for the effects of sickle-cell trait because of its strong protective effect against both cerebral malaria and severe malarial anaemia. We also examined the ABO, ATP2B4, FREM3/GYPE loci which have well-validated protective effects against severe and found no evidence that they affected the association of G6PD variants with severe malaria (Figure 1—figure supplement 3).”

2) Age as a possible factor.

New analyses of this question are presented in the Results, with a new supplementary figure (Figure 1—figure supplement 2), and in the Materials and methods section “Adjustment for additional risk factors.”

Results, Analysis of association with individual variants, fourth paragraph: “In this dataset, the median age of severe malarial anaemia cases was 1.8 years and that of cerebral malaria was 3.4 years (Table 1). […] We conclude from these findings, and from more detailed estimates of age-specific effects shown in Figure 1—figure supplement 2, that the effects of G6PD on risk of cerebral malaria and severe malarial anaemia are not significantly affected by age.”

3) A broader influence of G6PD on susceptibility to anemia.

The discussion has been extensively revised including a broader perspective on the complex relationship between G6PD deficiency and anaemia:

Discussion, second paragraph: “Severe childhood anaemia in the tropics is often the result of a combination of factors that include malaria, G6PD deficiency, hookworm, micronutrient deficiency, haemoglobinopathies and other infectious diseases. Further studies are needed to examine the malaria-protective effects of G6PD deficiency under different enviromental conditions, and in particular how this may be affected by other epidemiological variables that act together to cause anaemia in African children.”

Discussion, third paragraph: “At first sight, these findings appear to challenge the widely-accepted hypothesis that G6PD deficiency has evolved in human populations as a result of balancing selection due to malaria. […] The antimalarial drug primaquine, which is of great practical importance for the treatment and elimination of P. vivax malaria, can precipitate severe and sometimes fatal haemolytic anaemia in G6PD deficient individuals.”

https://doi.org/10.7554/eLife.15085.022

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  1. Geraldine M Clarke
  2. Kirk Rockett
  3. Katja Kivinen
  4. Christina Hubbart
  5. Anna E Jeffreys
  6. Kate Rowlands
  7. Muminatou Jallow
  8. David J Conway
  9. Kalifa A Bojang
  10. Margaret Pinder
  11. Stanley Usen
  12. Fatoumatta Sisay-Joof
  13. Giorgio Sirugo
  14. Ousmane Toure
  15. Mahamadou A Thera
  16. Salimata Konate
  17. Sibiry Sissoko
  18. Amadou Niangaly
  19. Belco Poudiougou
  20. Valentina D Mangano
  21. Edith C Bougouma
  22. Sodiomon B Sirima
  23. David Modiano
  24. Lucas N Amenga-Etego
  25. Anita Ghansah
  26. Kwadwo A Koram
  27. Michael D Wilson
  28. Anthony Enimil
  29. Jennifer Evans
  30. Olukemi K Amodu
  31. Subulade Olaniyan
  32. Tobias Apinjoh
  33. Regina Mugri
  34. Andre Ndi
  35. Carolyne M Ndila
  36. Sophie Uyoga
  37. Alexander Macharia
  38. Norbert Peshu
  39. Thomas N Williams
  40. Alphaxard Manjurano
  41. Nuno Sepúlveda
  42. Taane G Clark
  43. Eleanor Riley
  44. Chris Drakeley
  45. Hugh Reyburn
  46. Vysaul Nyirongo
  47. David Kachala
  48. Malcolm Molyneux
  49. Sarah J Dunstan
  50. Nguyen Hoan Phu
  51. Nguyen Ngoc Quyen
  52. Cao Quang Thai
  53. Tran Tinh Hien
  54. Laurens Manning
  55. Moses Laman
  56. Peter Siba
  57. Harin Karunajeewa
  58. Steve Allen
  59. Angela Allen
  60. Timothy ME Davis
  61. Pascal Michon
  62. Ivo Mueller
  63. Síle F Molloy
  64. Susana Campino
  65. Angeliki Kerasidou
  66. Victoria J Cornelius
  67. Lee Hart
  68. Shivang S Shah
  69. Gavin Band
  70. Chris CA Spencer
  71. Tsiri Agbenyega
  72. Eric Achidi
  73. Ogobara K Doumbo
  74. Jeremy Farrar
  75. Kevin Marsh
  76. Terrie Taylor
  77. Dominic P Kwiatkowski
  78. MalariaGEN Consortium
(2017)
Characterisation of the opposing effects of G6PD deficiency on cerebral malaria and severe malarial anaemia
eLife 6:e15085.
https://doi.org/10.7554/eLife.15085

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https://doi.org/10.7554/eLife.15085