2021
A machine learning approach to integrating genetic and ecological data in tsetse flies (Glossina pallidipes) for spatially explicit vector control planning
Bishop AP, Amatulli G, Hyseni C, Pless E, Bateta R, Okeyo WA, Mireji PO, Okoth S, Malele I, Murilla G, Aksoy S, Caccone A, Saarman NP. A machine learning approach to integrating genetic and ecological data in tsetse flies (Glossina pallidipes) for spatially explicit vector control planning. Evolutionary Applications 2021, 14: 1762-1777. PMID: 34295362, PMCID: PMC8288027, DOI: 10.1111/eva.13237.Peer-Reviewed Original ResearchGenetic dataVectors of humanLake Victoria basinAnimal African trypanosomiasisGenetic connectivityVector-borne disease transmissionFuture monitoring effortsMicrosatellite lociHabitat useImportant environmental predictorsHabitat suitabilityFuture climatic changesDispersal patternsVictoria basinEcological dataEnvironmental predictorsVector systemTsetse fliesTsetse speciesClimatic shiftsFliesClimatic changesSampling sitesMonitoring effortsVector control
2018
Genetic Differentiation of Glossina pallidipes Tsetse Flies in Southern Kenya.
Okeyo WA, Saarman NP, Bateta R, Dion K, Mengual M, Mireji PO, Ouma C, Okoth S, Murilla G, Aksoy S, Caccone A. Genetic Differentiation of Glossina pallidipes Tsetse Flies in Southern Kenya. American Journal Of Tropical Medicine And Hygiene 2018, 99: 945-953. PMID: 30105964, PMCID: PMC6159567, DOI: 10.4269/ajtmh.18-0154.Peer-Reviewed Original ResearchConceptsGenetic differentiationPopulation dynamicsDispersal patternsTsetse fliesLow genetic diversityGreater genetic differentiationEvidence of admixtureWestern clusterEastern clusterRecent anthropogenic influencesAnimal African trypanosomiasisGenetic connectivityWestern relativesGenetic diversityMicrosatellite lociPopulation structureGenotypic dataWidespread signalDisease vectorsMajor vectorVector control effortsGreat Rift ValleyDemographic parametersFliesVector control programs
2017
Temporal genetic differentiation in Glossina pallidipes tsetse fly populations in Kenya
Okeyo WA, Saarman NP, Mengual M, Dion K, Bateta R, Mireji PO, Okoth S, Ouma JO, Ouma C, Ochieng J, Murilla G, Aksoy S, Caccone A. Temporal genetic differentiation in Glossina pallidipes tsetse fly populations in Kenya. Parasites & Vectors 2017, 10: 471. PMID: 29017572, PMCID: PMC5635580, DOI: 10.1186/s13071-017-2415-y.Peer-Reviewed Original ResearchConceptsTemporal genetic differentiationGenetic diversityGenetic differentiationGenetic bottleneckGenetic variationNational ParkTemporal genetic variationExtensive control measuresAnimal African trypanosomiasisAllelic richnessPairwise FSTGenetic driftNe estimatesHabitat alterationPopulation geneticsTemporal differentiationMicrosatellite markersRuma National ParkClosest sampling sitesG. pallidipesMajor vectorTsetse fliesVector populationsDifferentiationDiversityGenetic diversity and population structure of the tsetse fly Glossina fuscipes fuscipes (Diptera: Glossinidae) in Northern Uganda: Implications for vector control
Opiro R, Saarman NP, Echodu R, Opiyo EA, Dion K, Halyard A, Dunn AW, Aksoy S, Caccone A. Genetic diversity and population structure of the tsetse fly Glossina fuscipes fuscipes (Diptera: Glossinidae) in Northern Uganda: Implications for vector control. PLOS Neglected Tropical Diseases 2017, 11: e0005485. PMID: 28453513, PMCID: PMC5425221, DOI: 10.1371/journal.pntd.0005485.Peer-Reviewed Original ResearchConceptsAnimal African trypanosomiasisGenetic clustersEffective population size estimatesLake KyogaRecent population bottleneckMitochondrial DNA markersDistinct genetic clustersPolymorphic microsatellite lociNile drainagePopulation size estimatesGenetic structurePopulation bottlenecksMain haplogroupsGenetic diversityMicrosatellite lociGenetic assignmentDNA markersPopulation structureMtDNA analysisGenetic admixtureSampling sitesGenetic unitsMost populationsTrypanosoma parasitesHuman African trypanosomiasis