Livestock Network Analysis for Rhodesiense Human African Trypanosomiasis Control in Uganda

Background: Infected cattle sourced from districts with established foci for Trypanosoma brucei rhodesiense human African trypanosomiasis (rHAT) migrating to previously unaffected districts, have resulted in a significant expansion of the disease in Uganda. This study explores livestock movement dat...

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Main Authors: Walter O. Okello, Christine A. Amongi, Dennis Muhanguzi, Ewan T. MacLeod, Charles Waiswa, Alexandra P. Shaw, Susan C. Welburn
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-06-01
Series:Frontiers in Veterinary Science
Subjects:
HAT
Online Access:https://www.frontiersin.org/articles/10.3389/fvets.2021.611132/full
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author Walter O. Okello
Walter O. Okello
Christine A. Amongi
Christine A. Amongi
Dennis Muhanguzi
Ewan T. MacLeod
Charles Waiswa
Charles Waiswa
Charles Waiswa
Alexandra P. Shaw
Alexandra P. Shaw
Susan C. Welburn
Susan C. Welburn
spellingShingle Walter O. Okello
Walter O. Okello
Christine A. Amongi
Christine A. Amongi
Dennis Muhanguzi
Ewan T. MacLeod
Charles Waiswa
Charles Waiswa
Charles Waiswa
Alexandra P. Shaw
Alexandra P. Shaw
Susan C. Welburn
Susan C. Welburn
Livestock Network Analysis for Rhodesiense Human African Trypanosomiasis Control in Uganda
Frontiers in Veterinary Science
HAT
cattle market
network analysis
livestock trade
risk
Uganda
author_facet Walter O. Okello
Walter O. Okello
Christine A. Amongi
Christine A. Amongi
Dennis Muhanguzi
Ewan T. MacLeod
Charles Waiswa
Charles Waiswa
Charles Waiswa
Alexandra P. Shaw
Alexandra P. Shaw
Susan C. Welburn
Susan C. Welburn
author_sort Walter O. Okello
title Livestock Network Analysis for Rhodesiense Human African Trypanosomiasis Control in Uganda
title_short Livestock Network Analysis for Rhodesiense Human African Trypanosomiasis Control in Uganda
title_full Livestock Network Analysis for Rhodesiense Human African Trypanosomiasis Control in Uganda
title_fullStr Livestock Network Analysis for Rhodesiense Human African Trypanosomiasis Control in Uganda
title_full_unstemmed Livestock Network Analysis for Rhodesiense Human African Trypanosomiasis Control in Uganda
title_sort livestock network analysis for rhodesiense human african trypanosomiasis control in uganda
publisher Frontiers Media S.A.
series Frontiers in Veterinary Science
issn 2297-1769
publishDate 2021-06-01
description Background: Infected cattle sourced from districts with established foci for Trypanosoma brucei rhodesiense human African trypanosomiasis (rHAT) migrating to previously unaffected districts, have resulted in a significant expansion of the disease in Uganda. This study explores livestock movement data to describe cattle trade network topology and assess the effects of disease control interventions on the transmission of rHAT infectiousness.Methods: Network analysis was used to generate a cattle trade network with livestock data which was collected from cattle traders (n = 197) and validated using random graph methods. Additionally, the cattle trade network was combined with a susceptible, infected, recovered (SIR) compartmental model to simulate spread of rHAT (Ro 1.287), hence regarded as “slow” pathogen, and evaluate the effects of disease interventions.Results: The cattle trade network exhibited a low clustering coefficient (0.5) with most cattle markets being weakly connected and a few being highly connected. Also, analysis of the cattle movement data revealed a core group comprising of cattle markets from both eastern (rHAT endemic) and northwest regions (rHAT unaffected area). Presence of a core group may result in rHAT spread to unaffected districts and occurrence of super spreader cattle market or markets in case of an outbreak. The key cattle markets that may be targeted for routine rHAT surveillance and control included Namutumba, Soroti, and Molo, all of which were in southeast Uganda. Using effective trypanosomiasis such as integrated cattle injection with trypanocides and spraying can sufficiently slow the spread of rHAT in the network.Conclusion: Cattle trade network analysis indicated a pathway along which T. b. rhodesiense could spread northward from eastern Uganda. Targeted T. b. rhodesiense surveillance and control in eastern Uganda, through enhanced public–private partnerships, would serve to limit its spread.
topic HAT
cattle market
network analysis
livestock trade
risk
Uganda
url https://www.frontiersin.org/articles/10.3389/fvets.2021.611132/full
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spelling doaj-35fa8b3942d44666b57ba995e67466cf2021-06-28T06:26:01ZengFrontiers Media S.A.Frontiers in Veterinary Science2297-17692021-06-01810.3389/fvets.2021.611132611132Livestock Network Analysis for Rhodesiense Human African Trypanosomiasis Control in UgandaWalter O. Okello0Walter O. Okello1Christine A. Amongi2Christine A. Amongi3Dennis Muhanguzi4Ewan T. MacLeod5Charles Waiswa6Charles Waiswa7Charles Waiswa8Alexandra P. Shaw9Alexandra P. Shaw10Susan C. Welburn11Susan C. Welburn12Infection Medicine, Biomedical Sciences, Edinburgh Medical School, College of Medicine and Veterinary Medicine, University of Edinburgh, Edinburgh, United KingdomCommonwealth and Scientific Research Organization, Land & Water Business Unit, Canberra, ACT, AustraliaInfection Medicine, Biomedical Sciences, Edinburgh Medical School, College of Medicine and Veterinary Medicine, University of Edinburgh, Edinburgh, United KingdomZhejiang University-University of Edinburgh Institute, Zhejiang University School of Medicine, Zhejiang University, Hangzhou, ChinaBiotechnical and Laboratory Sciences, Department of Biomolecular and Biolaboratory Sciences, School of Biosecurity, College of Veterinary Medicine Animal Resources and Biosecurity, Makerere University, Kampala, UgandaInfection Medicine, Biomedical Sciences, Edinburgh Medical School, College of Medicine and Veterinary Medicine, University of Edinburgh, Edinburgh, United KingdomInfection Medicine, Biomedical Sciences, Edinburgh Medical School, College of Medicine and Veterinary Medicine, University of Edinburgh, Edinburgh, United KingdomBiotechnical and Laboratory Sciences, Department of Biomolecular and Biolaboratory Sciences, School of Biosecurity, College of Veterinary Medicine Animal Resources and Biosecurity, Makerere University, Kampala, UgandaThe Coordinating Office for Control of Trypanosomiasis in Uganda (COCTU), Kampala, UgandaInfection Medicine, Biomedical Sciences, Edinburgh Medical School, College of Medicine and Veterinary Medicine, University of Edinburgh, Edinburgh, United KingdomAvia-GIS, Zoersel, BelgiumInfection Medicine, Biomedical Sciences, Edinburgh Medical School, College of Medicine and Veterinary Medicine, University of Edinburgh, Edinburgh, United KingdomZhejiang University-University of Edinburgh Institute, Zhejiang University School of Medicine, Zhejiang University, Hangzhou, ChinaBackground: Infected cattle sourced from districts with established foci for Trypanosoma brucei rhodesiense human African trypanosomiasis (rHAT) migrating to previously unaffected districts, have resulted in a significant expansion of the disease in Uganda. This study explores livestock movement data to describe cattle trade network topology and assess the effects of disease control interventions on the transmission of rHAT infectiousness.Methods: Network analysis was used to generate a cattle trade network with livestock data which was collected from cattle traders (n = 197) and validated using random graph methods. Additionally, the cattle trade network was combined with a susceptible, infected, recovered (SIR) compartmental model to simulate spread of rHAT (Ro 1.287), hence regarded as “slow” pathogen, and evaluate the effects of disease interventions.Results: The cattle trade network exhibited a low clustering coefficient (0.5) with most cattle markets being weakly connected and a few being highly connected. Also, analysis of the cattle movement data revealed a core group comprising of cattle markets from both eastern (rHAT endemic) and northwest regions (rHAT unaffected area). Presence of a core group may result in rHAT spread to unaffected districts and occurrence of super spreader cattle market or markets in case of an outbreak. The key cattle markets that may be targeted for routine rHAT surveillance and control included Namutumba, Soroti, and Molo, all of which were in southeast Uganda. Using effective trypanosomiasis such as integrated cattle injection with trypanocides and spraying can sufficiently slow the spread of rHAT in the network.Conclusion: Cattle trade network analysis indicated a pathway along which T. b. rhodesiense could spread northward from eastern Uganda. Targeted T. b. rhodesiense surveillance and control in eastern Uganda, through enhanced public–private partnerships, would serve to limit its spread.https://www.frontiersin.org/articles/10.3389/fvets.2021.611132/fullHATcattle marketnetwork analysislivestock traderiskUganda