Evidence map›Paper›PMID 35951528›Full record

ArticlePLoS computational biology2022

Spatiotemporal spread of Plasmodium falciparum mutations for resistance to sulfadoxine-pyrimethamine across Africa, 1990-2020.

Jennifer A Flegg, Georgina S Humphreys, Brenda Montanez, Taryn Strickland, Zaira J Jacome-Meza, Karen I Barnes, Jaishree Raman, Philippe J Guerin, Carol Hopkins Sibley, Sabina Dahlström Otienoburu

Open access · goldAbstract read
In one paragraph

Article in PLoS computational biology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 34 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
34citing papers in PubMed, 3 pooled it
9.6field-weighted citation impact, top 1% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

34 citing papers in PubMed, 3 syntheses or guidelines pooled it, 52 citations in OpenAlex.

  1. Pooled it
  2. Systematic Review and Meta-Analysis of Seasonal Malaria Chemoprevention.The American journal of tropical medicine and hygiene · 2024
    Pooled it
  3. Pooled it
  4. Trial
  5. Trial
  6. Trial
  7. Trial
  8. Trial
  9. Article
  10. Article
  11. Article
  12. Article
  13. Article
  14. Article
  15. Article
  16. Article
  17. Review
  18. Article
  19. Article
  20. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors at 6 institutions in 4 countries.

Jennifer A FleggSchool of Mathematics and Statistics, University of Melbourne, Melbourne, Victoria, Australia.ORCID 0000-0002-8809-726X
Georgina S HumphreysWorldWide Antimalarial Resistance Network (WWARN), Oxford, United Kingdom.ORCID 0000-0001-9947-0034
Brenda MontanezCollege of Science, Technology, Engineering and Mathematics, Johnson C. Smith University, Charlotte, North Carolina, United States of America.
Taryn StricklandCollege of Science, Technology, Engineering and Mathematics, Johnson C. Smith University, Charlotte, North Carolina, United States of America.
Zaira J Jacome-MezaCollege of Science, Technology, Engineering and Mathematics, Johnson C. Smith University, Charlotte, North Carolina, United States of America.
Karen I BarnesDivision of Clinical Pharmacology, Department of Medicine, University of Cape Town, Cape Town, South Africa.
Jaishree RamanCentre for Emerging Parasitic and Zoonotic Diseases, National Institute for Communicable Diseases, Johannesburg, South Africa.
Philippe J GuerinWorldWide Antimalarial Resistance Network (WWARN), Oxford, United Kingdom.ORCID 0000-0002-6008-2963
Carol Hopkins SibleyWorldWide Antimalarial Resistance Network (WWARN), Oxford, United Kingdom.
Sabina Dahlström OtienoburuWorldWide Antimalarial Resistance Network (WWARN), Oxford, United Kingdom.ORCID 0000-0001-5042-7924
Johnson C. Smith University · USUniversity of Oxford · GBThe University of Melbourne · AUUniversity of Cape Town · ZAUniversity of the Witwatersrand · ZAUniversity of Washington · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundSulfadoxine-pyrimethamine (SP) is recommended in Africa in several antimalarial preventive regimens including Intermittent Preventive Treatment in pregnant women (IPTp), Intermittent Preventive Treatment in infants (IPTi) and Seasonal Malaria Chemoprevention (SMC). The effectiveness of SP-based preventive treatments are threatened in areas where Plasmodium falciparum resistance to SP is high. The prevalence of mutations in the dihydropteroate synthase gene (pfdhps) can be used to monitor SP effectiveness. IPTi-SP is recommended only in areas where the prevalence of the pfdhps540E mutation is below 50%. It has also been suggested that IPTp-SP does not have a protective effect in areas where the pfdhps581G mutation, exceeds 10%. However, pfdhps mutation prevalence data in Africa are extremely heterogenous and scattered, with data completely missing from many areas. METHODS AND

findingsThe WWARN SP Molecular Surveyor database was designed to summarize dihydrofolate reductase (pfdhfr) and pfdhps gene mutation prevalence data. In this paper, pfdhps mutation prevalence data was used to generate continuous spatiotemporal surface maps of the estimated prevalence of the SP resistance markers pfdhps437G, pfdhps540E, and pfdhps581G in Africa from 1990 to 2020 using a geostatistical model, with a Bayesian inference framework to estimate uncertainty. The maps of estimated prevalence show an expansion of the pfdhps437G mutations across the entire continent over the last three decades. The pfdhps540E mutation emerged from limited foci in East Africa to currently exceeding 50% estimated prevalence in most of East and South East Africa. pfdhps540E distribution is expanding at low or moderate prevalence in central Africa and a predicted focus in West Africa. Although the pfdhps581G mutation spread from one focus in East Africa in 2000, to exceeding 10% estimated prevalence in several foci in 2010, the predicted distribution of the marker did not expand in 2020, however our analysis indicated high uncertainty in areas where pfdhps581G is present. Uncertainty was higher in spatial regions where the prevalence of a marker is intermediate or where prevalence is changing over time.

conclusionsThe WWARN SP Molecular Surveyor database and a set of continuous spatiotemporal surface maps were built to provide users with standardized, current information on resistance marker distribution and prevalence estimates. According to the maps, the high prevalence of pfdhps540E mutation was to date restricted to East and South East Africa, which is reassuring for continued use of IPTi and SMC in West Africa, but continuous monitoring is needed as the pfdhps540E distribution is expanding. Several foci where pfdhps581G prevalence exceeded 10% were identified. More data on the pfdhps581G distribution in these areas needs to be collected to guide IPTp-SP recommendations. Prevalence and uncertainty maps can be utilized together to strategically identify sites where increased surveillance can be most informative. This study combines a molecular marker database and predictive modelling to highlight areas of concern, which can be used to support decisions in public health, highlight knowledge gaps in certain regions, and guide future research.

Indexed as

AntimalarialsMalariaMalaria, FalciparumBayes TheoremDrug CombinationsDrug ResistanceFemaleHumansMutationPlasmodium falciparumPregnancyPyrimethamineSouth AfricaSulfadoxineTetrahydrofolate DehydrogenaseAntimalarialsDrug Combinationsfanasil, pyrimethamine drug combinationPyrimethamineSulfadoxineTetrahydrofolate Dehydrogenase

Identifiers

PMID35951528
PMCPMC9371298
OpenAlexW4291007324

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.