Cited by 385Malaria Research and ControlMosquito-borne diseases and controlSpecies Distribution and Climate Change

A new malaria vector in Africa: Predicting the expansion range of Anopheles stephensi and identifying the urban populations at risk

Open access
Sinka, M. E., Pironon, S., Massey, N. C., Longbottom, J., Hemingway, J., Moyes, C. L., Willis, K. J.·2020·Proceedings of the National Academy of Sciences

Abstract

Significance: In 2012, an unusual outbreak of malaria occurred in Djibouti City followed by increasingly severe annual outbreaks. Investigations revealed the presence of an Asian mosquito species; Anopheles stephensi , which thrives in urban environments. An. stephensi has since been identified in Ethiopia and Sudan. By combining data for An. stephensi across its full range (Asia, Arabian Peninsula, Horn of Africa) with spatial models that identify the species’ preferred habitat, we provide evidence-based maps predicting the possible African locations where An. stephensi could establish if allowed to spread. Our results suggest over 126 million people in cities across Africa could be at risk. This supports the WHO’s call for targeted An. stephensi control and prioritized surveillance.

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1073/pnas.2003976117

Cites

5 of 5 references verified0 citation errors · 0 not checkable

Statistics

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • Sinka and colleagues identified the study area in southern Nigeria among places in West Africa where ecological conditions are favourable for the invasion and establishment of An. stephensi.

    “Sinka and colleagues [72] identified the study area in southern Nigeria among places in West Africa where ecological conditions are favourable for the invasion and establishment of An. stephensi.”

    From Sibling species of the major malaria vector Anopheles gambiae display divergent preferences for aquatic breeding sites in southern Nigeria (2024) · cites this paper as [72]

    The Discussion (page unavailable) says Nigeria appears particularly suitable for An. stephensi because of its high population density, and the paper models potential habitat across Africa. It does not specifically identify the citing paper’s study area in southern Nigeria; its suitability predictions are not a finding that invasion or establishment has occurred there. (LLM, conf=0.84)

    Experimental — accuracy not yet measured
  • A recent study demonstrated that India, Pakistan, south of Iran, west of Yemen, Southwest Saudi Arabia, East of Iraq, and several countries from the African continent including Djibouti and Ethiopia are suitable in terms of habitat for Anopheles stephensi.

    “A study recently provided a snapshot of environmental suitability for An. stephensi and it demonstrated that India, Pakistan, south of Iran, west of Yemen, Southwest Saudi Arabia, East of Iraq and several countries from the African continent, including Djibouti, Ethiopia are suitable in terms of habitat9.”

    From Predicting the environmental suitability for Anopheles stephensi under the current conditions in Ghana (2024) · cites this paper as [9]

    The Results (Fig. 2; page unavailable) report high predicted suitability in Djibouti and parts of Ethiopia, while noting that the model did not predict high suitability at several other Ethiopian sites. The paper also maps environmental suitability across the species’ range and identifies potentially suitable habitats in many African cities (Discussion; page unavailable). Our copy does not identify the claimed specific areas of Iran, Yemen, Saudi Arabia, or Iraq as suitable. (LLM, conf=0.84)

    Experimental — accuracy not yet measured
  • Anopheles stephensi is spreading to new areas and contributing to outbreaks of urban malaria.

    “It seems like An. stephensi is spreading to new areas and contributing to outbreaks of urban malaria9.”
  • If Anopheles stephensi were to spread unchecked, 126 million more people in Africa would be in danger of suffering malaria.

    “According to a modelling study, if An. stephensi were to spread unchecked, 126 million more people in Africa would be in danger of suffering malaria9.”
  • In recent research, there were many suitable habitats in residential areas.

    “In recent research, based on the study that was conducted, there were many suitable habitats in residential areas9,43.”

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

Cites

Flagged first, then by citations

Research works printed but not linked: 38

  1. [2]Coetzee M., Distribution of the African malaria vectors of the Anopheles gambiae complex. Am. J. Trop. Med. Hyg. 70, 103– 104 (2004). 14993617
  2. [3]Coluzzi M., The clay feet of the malaria giant and its African roots: Hypotheses and inferences about origin, spread and control of Plasmodium falciparum. Parassitologia 41, 277– 283 (1999). 10697869
  3. [7]Robert V.., Malaria transmission in urban sub-Saharan Africa. Am. J. Trop. Med. Hyg. 68, 169– 176 (2003). 12641407
  4. [8]Overgaard H. J.., Malaria transmission after five years of vector control on Bioko Island, Equatorial Guinea. Parasit. Vectors 5, 253 (2012). 23146423 PMC3533880
  5. [10]Hay S. I., Guerra C. A., Tatem A. J., Atkinson P. M., Snow R. W., Urbanization, malaria transmission and disease burden in Africa. Nat. Rev. Microbiol. 3, 81– 90 (2005). 15608702 PMC3130901
  6. [12]Subbarao S. K., Vasantha K., Adak T., Sharma V. P., Curtis C. F., Egg-float ridge number in Anopheles stephensi: Ecological variation and genetic analysis. Med. Vet. Entomol. 1, 265– 271 (1987). 2979540
  7. [13]Sweet W. C., Rao B. A., Races of A. Stephensi liston, 1901. Ind. Med. Gaz. 72, 665– 674 (1937). 29013249 PMC5173639
  8. [14]Surendran S. N.., Genotype and biotype of invasive Anopheles stephensi in mannar Island of Sri Lanka. Parasit. Vectors 11, 3 (2018). 29298698 PMC5753456
  9. [15]Surendran S. N.., Anthropogenic factors driving recent range expansion of the malaria vector Anopheles stephensi. Front. Public Health 7, 53 (2019). 30923705 PMC6426791
  10. [17]Balkew M.., Geographical distribution of Anopheles stephensi in eastern Ethiopia. Parasit. Vectors 13, 35 (2020). 31959237 PMC6971998
  11. [18]Seyfarth M., Khaireh B. A., Abdi A. A., Bouh S. M., Faulde M. K., Five years following first detection of Anopheles stephensi (Diptera: Culicidae) in Djibouti, Horn of Africa: Populations established-malaria emerging. Parasitol. Res. 118, 725– 732 (2019). 30671729
  12. [19]Carter T. E.., First detection of Anopheles stephensi Liston, 1901 (Diptera: Culicidae) in Ethiopia using molecular and morphological approaches. Acta Trop. 188, 180– 186 (2018). 30189199
  13. [23]Sinka M. E.., The dominant Anopheles vectors of human malaria in the Americas: Occurrence data, distribution maps and bionomic précis. Parasit. Vectors 3, 72 (2010). 20712879 PMC2936890
  14. [24]White G. B., Geographical Distribution of Arthropod-Borne Diseases and their Principal Vectors, (World Health Organization, Division of Vector Biology and Control, Geneva, 1989), pp. 7– 22.
  15. [28]Thuiller W., BIOMOD–Optimizing predictions of species distributions and projecting potential future shifts under global change. Glob. Change Biol. 9, 1353– 1362 (2003). PMC4340559 25200636
  16. [33]Elith J., Leathwick J. R., Hastie T., A working guide to boosted regression trees. J. Anim. Ecol. 77, 802– 813 (2008). 18397250
  17. [34]Hastie T. J., Tibshirani R. J., Generalized Additive Models, (Chapman and Hall/CRC, 1990). 8548102
  18. [35]Friedman J. H., Multivariate adaptive regression splines. Ann. Stat. 19, 1– 67 (1991). 8548103
  19. [37]Broennimann O., Guisan A., Predicting current and future biological invasions: Both native and invaded ranges matter. Biol. Lett. 4, 585– 589 (2008). 18664415 PMC2610080
  20. [42]Singh O. P., “ Bionomics of malaria vectors in India.” in Vector Biology, (Malaria Research Centre, 2002), pp. 19– 31.
  21. [43]Batra C. P., Adak T., Sharma V. P., Mittal P. K., Impact of urbanization on bionomics of An. culicifacies and An. stephensi in Delhi. Indian J. Malariol. 38, 61– 75 (2001). 12125518
  22. [44]Chatterjee K. K., Biswas D., Choudhuri D. K., Mukherjee H., Hati A. K., Resting sites of Anopheles stephensi liston in Calcutta. Indian J. Malariol. 30, 109– 112 (1993). 8405593
  23. [45]Hati A. K., Chatterjee K. K., Biswas D., Daytime resting habits of Anopheles stephensi in an area of Calcutta. Indian J. Malariol. 24, 85– 87 (1987). 3440497
  24. [48]Massey N. C.., A global bionomic database for the dominant vectors of human malaria. Sci. Data 3, 160014 (2016). 26927852 PMC4772652
  25. [50]Killeen G. F.., Going beyond personal protection against mosquito bites to eliminate malaria transmission: Population suppression of malaria vectors that exploit both human and animal blood. BMJ Glob. Health 2, e000198 (2017). PMC5444054 28589015
  26. [51]Chakraborty S., Ray S., Tandon N., Seasonal prevalence of Anopheles stephensi larvae and existence of two forms of the species in an urban garden in Calcutta City. Indian J. Malariol. 35, 8– 14 (1998). 10319556
  27. [53]Weetman D.., Aedes mosquitoes and Aedes-borne Arboviruses in Africa: Current and future threats. Int. J. Environ. Res. Public Health 15, 220 (2018). PMC5858289 29382107
  28. [54]Mehravaran A.., Ecology of Anopheles stephensi in a malarious area, southeast of Iran. Acta Med. Iran. 50, 61– 65 (2012). 22267381
  29. [55]Biswas D., Dutta R. N., Ghosh S. K., Chatterjee K. K., Hati A. K., Breeding habits of Anopheles stephensi Liston in an area of Calcutta. Indian J. Malariol. 29, 195– 198 (1992). 1286735
  30. [56]Sharma R. S., Urban malaria and its vectors Anopheles stephensi and Anopheles culicifacies (Diptera: Culicidae) in Gurgaon, India. Southeast Asian J. Trop. Med. Public Health 26, 172– 176 (1995). 8525407
  31. [58]Hume J. C., Tunnicliff M., Ranford-Cartwright L. C., Day K. P., Susceptibility of Anopheles gambiae and Anopheles stephensi to tropical isolates of Plasmodium falciparum. Malar. J. 6, 139 (2007). 17958900 PMC2148056
  32. [59]Miazgowicz K. L., Mosquito species and age influence thermal performance of traits relevant to malaria transmission. biorxiv: 10.1101/769604 (14 September 2019). · DOI
  33. [61]Takken W., Lindsay S., Increased threat of urban malaria from Anopheles stephensi mosquitoes, Africa. Emerg. Infect. Dis. 25, 1431– 1433 (2019). 31063455 PMC6590739
  34. [62]Parmakelis A.., Historical analysis of a near disaster: Anopheles gambiae in Brazil. Am. J. Trop. Med. Hyg. 78, 176– 178 (2008). 18187802
  35. [63]Lopes G., Anopheles gambiae in Brazil: The background to a “silent spread,” 1930-1932. Hist. Cienc. Saude Manguinhos 26, 823– 839 (2019). 31531578
  36. [64]Killeen G. F., Fillinger U., Kiche I., Gouagna L. C., Knols B. G., Eradication of Anopheles gambiae from Brazil: Lessons for malaria control in Africa? Lancet Infect. Dis. 2, 618– 627 (2002). 12383612
  37. [65]Qi Q.., The effects of urbanization on global Plasmodium vivax malaria transmission. Malar. J. 11, 403 (2012). 23217010 PMC3528462
  38. [66]Reisen W. K., Landscape epidemiology of vector-borne diseases. Annu. Rev. Entomol. 55, 461– 483 (2010). 19737082

Cited by

Sorted by citations

Authors
Sinka, M. E., Pironon, S., Massey, N. C., Longbottom, J., Hemingway, J., Moyes, C. L., & Willis, K. J.
Affiliations
  • Royal Botanic Gardens, Kew (GB)
  • University of Oxford (GB)
  • Liverpool School of Tropical Medicine (GB)
Corresponding author
  • Sinka, M. E.
  • Hemingway, J.
Venue
Proceedings of the National Academy of Sciences
Published
2020-09-14
Volume
117
Issue
40
Pages
24900-24908
ISSN
  • 0027-8424 (ISSN-L)
  • 1091-6490
OpenAlex
W3087096204
Cited by
385
References
5
Citations by year
2026: 46 · 2025: 69 · 2024: 64 · 2023: 90 · 2022: 80 · 2021: 34 · 2020: 2
FWCI
38.62
Type
journal article
Language
en
Open access
Locations
  • Proceedings of the National Academy of Sciences (publishedVersion, cc-by-nc-nd)
  • PubMed Central (publishedVersion, cc-by-nc-nd)
  • PubMed (publishedVersion)
  • LSTM Online Archive (Liverpool School of Tropical Medicine) (acceptedVersion)
Funders
  • Wellcome (108440/Z/15/Z)
  • Google (DFR01520)
Topics
  • Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Malaria Research and Control
  • Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Mosquito-borne diseases and control
  • Physical Sciences › Environmental Science › Ecological Modeling › Species Distribution and Climate Change
Keywords
Anopheles stephensi, malaria vectors, urban malaria, range expansion, species distribution modeling, habitat suitability, vector control, Africa
MeSH terms
Mosquito Vectors, Africa, Animals, Anopheles, Humans, Malaria, Male, Plasmodium, Urban Population, Ecosystem, Animal Distribution

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review