Literature DB >> 29691632

Mathematical modeling of climate change and malaria transmission dynamics: a historical review.

Steffen E Eikenberry1,2, Abba B Gumel3.   

Abstract

Malaria, one of the greatest historical killers of mankind, continues to claim around half a million lives annually, with almost all deaths occurring in children under the age of five living in tropical Africa. The range of this disease is limited by climate to the warmer regions of the globe, and so anthropogenic global warming (and climate change more broadly) now threatens to alter the geographic area for potential malaria transmission, as both the Plasmodium malaria parasite and Anopheles mosquito vector have highly temperature-dependent lifecycles, while the aquatic immature Anopheles habitats are also strongly dependent upon rainfall and local hydrodynamics. A wide variety of process-based (or mechanistic) mathematical models have thus been proposed for the complex, highly nonlinear weather-driven Anopheles lifecycle and malaria transmission dynamics, but have reached somewhat disparate conclusions as to optimum temperatures for transmission, and the possible effect of increasing temperatures upon (potential) malaria distribution, with some projecting a large increase in the area at risk for malaria, but others predicting primarily a shift in the disease's geographic range. More generally, both global and local environmental changes drove the initial emergence of P. falciparum as a major human pathogen in tropical Africa some 10,000 years ago, and the disease has a long and deep history through the present. It is the goal of this paper to review major aspects of malaria biology, methods for formalizing these into mathematical forms, uncertainties and controversies in proper modeling methodology, and to provide a timeline of some major modeling efforts from the classical works of Sir Ronald Ross and George Macdonald through recent climate-focused modeling studies. Finally, we attempt to place such mathematical work within a broader historical context for the "million-murdering Death" of malaria.

Entities:  

Keywords:  Climate change; Malaria; Ross–Macdonald; Thermal-response

Mesh:

Year:  2018        PMID: 29691632     DOI: 10.1007/s00285-018-1229-7

Source DB:  PubMed          Journal:  J Math Biol        ISSN: 0303-6812            Impact factor:   2.259


  175 in total

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Journal:  Proc Natl Acad Sci U S A       Date:  2003-12-08       Impact factor: 11.205

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Journal:  J Math Biol       Date:  1990       Impact factor: 2.259

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Authors:  Nicolas Bacaër
Journal:  Bull Math Biol       Date:  2007-01-30       Impact factor: 1.758

Review 5.  Climate change and malaria transmission.

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Journal:  Ann Trop Med Parasitol       Date:  1996-12

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Journal:  Med Vet Entomol       Date:  2000-06       Impact factor: 2.739

7.  Mathematical assessment of the role of temperature and rainfall on mosquito population dynamics.

Authors:  Ahmed Abdelrazec; Abba B Gumel
Journal:  J Math Biol       Date:  2016-09-19       Impact factor: 2.259

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Authors:  S Gupta; R W Snow; C Donnelly; C Newbold
Journal:  Proc Biol Sci       Date:  1999-01-07       Impact factor: 5.349

9.  Sampling outdoor, resting Anopheles gambiae and other mosquitoes (Diptera: Culicidae) in western Kenya with clay pots.

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Journal:  J Med Entomol       Date:  2007-01       Impact factor: 2.278

10.  The effect of malaria control on Plasmodium falciparum in Africa between 2000 and 2015.

Authors:  S Bhatt; D J Weiss; E Cameron; D Bisanzio; B Mappin; U Dalrymple; K Battle; C L Moyes; A Henry; P A Eckhoff; E A Wenger; O Briët; M A Penny; T A Smith; A Bennett; J Yukich; T P Eisele; J T Griffin; C A Fergus; M Lynch; F Lindgren; J M Cohen; C L J Murray; D L Smith; S I Hay; R E Cibulskis; P W Gething
Journal:  Nature       Date:  2015-09-16       Impact factor: 49.962

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  15 in total

1.  An almost periodic Ross-Macdonald model with structured vector population in a patchy environment.

Authors:  Bin-Guo Wang; Lizhong Qiang; Zhi-Cheng Wang
Journal:  J Math Biol       Date:  2019-10-26       Impact factor: 2.259

Review 2.  Brain diseases in changing climate.

Authors:  Joanna A Ruszkiewicz; Alexey A Tinkov; Anatoly V Skalny; Vasileios Siokas; Efthimios Dardiotis; Aristidis Tsatsakis; Aaron B Bowman; João B T da Rocha; Michael Aschner
Journal:  Environ Res       Date:  2019-08-08       Impact factor: 6.498

3.  Mathematics of a single-locus model for assessing the impacts of pyrethroid resistance and temperature on population abundance of malaria mosquitoes.

Authors:  Samantha J Brozak; Jemal Mohammed-Awel; Abba B Gumel
Journal:  Infect Dis Model       Date:  2022-06-01

Review 4.  Impact of past and on-going changes on climate and weather on vector-borne diseases transmission: a look at the evidence.

Authors:  Florence Fouque; John C Reeder
Journal:  Infect Dis Poverty       Date:  2019-06-13       Impact factor: 4.520

5.  Behavior and abundance of Anopheles darlingi in communities living in the Colombian Amazon riverside.

Authors:  César Camilo Prado; Luis Antonio Alvarado-Cabrera; Paola Andrea Camargo-Ayala; Diego Garzón-Ospina; Milena Camargo; Sara Cecilia Soto-De León; Juan Ricardo Cubides; Carmen Teresa Celis-Giraldo; Manuel Elkin Patarroyo; Manuel Alfonso Patarroyo
Journal:  PLoS One       Date:  2019-03-07       Impact factor: 3.240

Review 6.  Bibliometric analysis of peer-reviewed literature on climate change and human health with an emphasis on infectious diseases.

Authors:  Waleed M Sweileh
Journal:  Global Health       Date:  2020-05-08       Impact factor: 4.185

7.  Causality Detection Methods Applied to the Investigation of Malaria Epidemics.

Authors:  Teddy Craciunescu; Andrea Murari; Michela Gelfusa
Journal:  Entropy (Basel)       Date:  2019-08-11       Impact factor: 2.524

8.  Spatiotemporal Distribution of Zika Virus and Its Spatially Heterogeneous Relationship with the Environment.

Authors:  Jie Li; Kun Jia; Yanxu Liu; Bo Yuan; Mu Xia; Wenwu Zhao
Journal:  Int J Environ Res Public Health       Date:  2021-01-02       Impact factor: 3.390

9.  Climate change effects on Black Sigatoka disease of banana.

Authors:  Daniel P Bebber
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2019-06-24       Impact factor: 6.237

Review 10.  Biological Adaptations Associated with Dehydration in Mosquitoes.

Authors:  Christopher J Holmes; Joshua B Benoit
Journal:  Insects       Date:  2019-10-28       Impact factor: 2.769

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