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O'Ferrall AM, Kayuni SA, Cunningham LJ, Makaula P, Archer J, Roberts AP, Musaya J, Stothard JR. Unexpected Zoonotic and Hybrid Schistosome Egg Excretion Patterns, Malawi, 2024. Emerg Infect Dis 2025; 31:1042-1045. [PMID: 40305402 PMCID: PMC12044234 DOI: 10.3201/eid3105.241757] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/02/2025] Open
Abstract
Two exemplary cases of mixed urogenital and intestinal schistosomiasis in Malawi show hybridizations of Schistosoma mattheei with S. haematobium and S. mansoni, indicating newly emerging genetic diversity. Complex egg excretion patterns in feces expose current diagnostic gaps and alert to future sampling needs for effective surveillance of zoonotic schistosomiasis.
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Archer J, Cunningham LJ, Juhász A, Jones S, Reed AL, Yeo SM, Mainga B, Chammudzi P, Kapira DR, Lally D, Namacha G, Makaula P, LaCourse JE, Kayuni SA, Webster BL, Musaya J, Stothard JR. Population genetics and molecular xenomonitoring of Biomphalaria freshwater snails along the southern shoreline of Lake Malawi, Malawi. Parasit Vectors 2024; 17:521. [PMID: 39696654 DOI: 10.1186/s13071-024-06546-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2024] [Accepted: 10/18/2024] [Indexed: 12/20/2024] Open
Abstract
BACKGROUND Intestinal schistosomiasis was confirmed endemic in Mangochi District, Malawi, in May of 2018 following an unexpected encounter with discreet populations of Biomphalaria spp. freshwater snails during routine malacological surveillance activities. Since then, only limited malacological surveillance of Biomphalaria has been carried out, and so the distribution of Biomphalaria populations in this area is currently unclear. Additionally, sites of active Schistosoma mansoni transmission in this area are also unknown. In the present study, through extensive malacological surveillance, we aimed to formally document the distribution of Biomphalaria in Mangochi District. We also aimed to identify active intestinal schistosomiasis transmission sites in this area through subjecting all collected Biomphalaria to a recently developed S. mansoni-specific molecular xenomonitoring PCR. METHODS Three malacological surveys were carried out along the southern shoreline of Lake Malawi, Mangochi District, Malawi, in November 2021, July 2022 and October/November 2022. All collected Biomphalaria were subjected to cercarial shedding analysis to identify active Schistosoma infections. Shed cercariae were then genotyped to species level using a standard multi-locus PCR and Sanger sequencing protocol. Following this, a subset of Biomphalaria from each collection site were also genotyped to species level using a standard PCR and Sanger sequencing protocol. All collected Biomphalaria were then subjected to a recently developed S. mansoni-specific molecular xenomonitoring PCR to identify infected, but non-shedding, Biomphalaria. RESULTS A total of 589 Biomphalaria were collected across all three surveys. One single Biomphalaria (0.17%) specimen was found to be actively shedding Schistosoma cercariae, which were molecularly confirmed as S. mansoni. All genotyped Biomphalaria (n = 42) were molecularly identified as B. pfeifferi. A further 19 Biomphalaria specimens, collected from four different surveillance sites, were found to be infected with S. mansoni through molecular xenomonitoring. Intestinal schistosomiasis transmission was therefore identified at four different foci in Mangochi District. CONCLUSIONS Our study highlights the importance of molecular approaches to investigate Biomphalaria populations and monitor Biomphalaria-associated intestinal schistosomiasis transmission in endemic areas. As such, the continued development and use of such approaches, in particular the development and use of molecular xenomonitoring assays that can be carried out in resource-poor schistosomiasis-endemic settings, is encouraged. The revision of ongoing schistosomiasis control programmes in Mangochi District, in line with WHO recommendations, is also encouraged.
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Affiliation(s)
- John Archer
- Department of Tropical Disease Biology, Liverpool School of Tropical Medicine, Liverpool, L3 5QA, UK.
- Wolfson Wellcome Biomedical Laboratories, Department of Zoology, Natural History Museum, Cromwell Road, London, UK.
| | - Lucas J Cunningham
- Department of Tropical Disease Biology, Liverpool School of Tropical Medicine, Liverpool, L3 5QA, UK
| | - Alexandra Juhász
- Department of Tropical Disease Biology, Liverpool School of Tropical Medicine, Liverpool, L3 5QA, UK
- Institute of Medical Microbiology, Semmelweis University, Budapest, 1089, Hungary
| | - Sam Jones
- Department of Tropical Disease Biology, Liverpool School of Tropical Medicine, Liverpool, L3 5QA, UK
| | - Amber L Reed
- Department of Tropical Disease Biology, Liverpool School of Tropical Medicine, Liverpool, L3 5QA, UK
| | - Shi Min Yeo
- Department of Clinical Research, London School of Hygiene and Tropical Medicine, Keppel Street, London, UK
| | - Bright Mainga
- Laboratory Department, Mangochi District Hospital, P.O. Box 42, Mangochi, Malawi
| | - Priscilla Chammudzi
- Malawi-Liverpool-Wellcome Trust Clinical Research Programme, Queen Elizabeth Central Hospital, Blantyre, Malawi
- Department of Pathology, School of Medicine and Oral Health, Kamuzu University of Health Sciences (KUHeS), Blantyre, Malawi
| | - Donales R Kapira
- Malawi-Liverpool-Wellcome Trust Clinical Research Programme, Queen Elizabeth Central Hospital, Blantyre, Malawi
- Department of Pathology, School of Medicine and Oral Health, Kamuzu University of Health Sciences (KUHeS), Blantyre, Malawi
| | - David Lally
- Malawi-Liverpool-Wellcome Trust Clinical Research Programme, Queen Elizabeth Central Hospital, Blantyre, Malawi
- Department of Pathology, School of Medicine and Oral Health, Kamuzu University of Health Sciences (KUHeS), Blantyre, Malawi
| | - Gladys Namacha
- Malawi-Liverpool-Wellcome Trust Clinical Research Programme, Queen Elizabeth Central Hospital, Blantyre, Malawi
- Department of Pathology, School of Medicine and Oral Health, Kamuzu University of Health Sciences (KUHeS), Blantyre, Malawi
| | - Peter Makaula
- Malawi-Liverpool-Wellcome Trust Clinical Research Programme, Queen Elizabeth Central Hospital, Blantyre, Malawi
| | - James E LaCourse
- Department of Tropical Disease Biology, Liverpool School of Tropical Medicine, Liverpool, L3 5QA, UK
| | - Sekeleghe A Kayuni
- Department of Tropical Disease Biology, Liverpool School of Tropical Medicine, Liverpool, L3 5QA, UK
- Malawi-Liverpool-Wellcome Trust Clinical Research Programme, Queen Elizabeth Central Hospital, Blantyre, Malawi
- Department of Pathology, School of Medicine and Oral Health, Kamuzu University of Health Sciences (KUHeS), Blantyre, Malawi
| | - Bonnie L Webster
- Wolfson Wellcome Biomedical Laboratories, Department of Zoology, Natural History Museum, Cromwell Road, London, UK
| | - Janelisa Musaya
- Malawi-Liverpool-Wellcome Trust Clinical Research Programme, Queen Elizabeth Central Hospital, Blantyre, Malawi
- Department of Pathology, School of Medicine and Oral Health, Kamuzu University of Health Sciences (KUHeS), Blantyre, Malawi
| | - J Russell Stothard
- Department of Tropical Disease Biology, Liverpool School of Tropical Medicine, Liverpool, L3 5QA, UK
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Chatterji T, Khanna N, Alghamdi S, Bhagat T, Gupta N, Alkurbi MO, Sen M, Alghamdi SM, Bamagous GA, Sahoo DK, Patel A, Kumar P, Yadav VK. A Recent Advance in the Diagnosis, Treatment, and Vaccine Development for Human Schistosomiasis. Trop Med Infect Dis 2024; 9:243. [PMID: 39453270 PMCID: PMC11511416 DOI: 10.3390/tropicalmed9100243] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2024] [Revised: 10/13/2024] [Accepted: 10/14/2024] [Indexed: 10/26/2024] Open
Abstract
Schistosomiasis, which affects a large number of people worldwide, is among the most overlooked parasitic diseases. The disease is mainly prevalent in sub-Saharan Africa, southeast Asian countries, and South America due to the lack of adequate sanitation. The disease is mainly associated with poor hygiene, sanitation, and contaminated water, so it is also known as a disease of poverty. Three Schistosoma species (S. mansoni, S. japonicum, and S. haematobium) cause significant human infections. Co-infections with Schistosoma and other parasites are widely common. All these parasites may cause intestinal or urogenital schistosomiasis, where the disease may be categorized into the acute, sensitized, and chronic phases. The disease is more prevalent among school children, which may cause anemia and reduce development. Chronic infections frequently cause significant liver, intestinal, and bladder damage. Women exposed to contaminated water while performing normal duties like washing clothes might acquire urogenital schistosomiasis (UGS), which can cause tissue damage and raise the risk of blood-borne disease transmission, including human immunodeficiency virus (HIV) transmission. Praziquantel (PZQ) is the World Health Organization (WHO)-prescribed treatment for individuals who are known to be infected, but it does not prevent further re-infections with larval worms. Vaccine development and new molecular-based diagnosis techniques have promised to be a reliable approach to the diagnosis and prevention of schistosomiasis. The current review emphasizes the recent advancement in the diagnosis of schistosomiasis by molecular techniques and the treatment of schistosomiasis by combined and alternative regimes of drugs. Moreover, this review has also focused on the recent outbreak of schistosomiasis, the development of vaccines, and their clinical trials.
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Affiliation(s)
- Tanushri Chatterji
- Department of Biosciences, Institute of Management Studies Ghaziabad (University Courses Campus), Adhyatmik Nagar, NH-09, Ghaziabad 201015, Uttar Pradesh, India;
| | - Namrata Khanna
- Department of Biochemistry, M A Rangoonwala College of Dental Sciences and Research Centre, 2390-B, K.B. Hidayatullah Road, Azam Campus, Camp, Pune 411001, Maharashtra, India;
| | - Saad Alghamdi
- Department of Clinical Laboratory Sciences, Faculty of Applied Medical Sciences, Umm Al-Qura University, Makkah 21955, Saudi Arabia; (S.A.); (M.O.A.)
| | - Tanya Bhagat
- Department of Biosciences, Institute of Management Studies Ghaziabad (University Courses Campus), Adhyatmik Nagar, NH-09, Ghaziabad 201015, Uttar Pradesh, India;
| | - Nishant Gupta
- Engineering Department, River Engineering Pvt Ltd., Toy City, Ecotech–III, Greater Noida 201306, Uttar Pradesh, India;
| | - Mohammad Othman Alkurbi
- Department of Clinical Laboratory Sciences, Faculty of Applied Medical Sciences, Umm Al-Qura University, Makkah 21955, Saudi Arabia; (S.A.); (M.O.A.)
| | - Manodeep Sen
- Department of Microbiology, Dr. Ram Manohar Lohia Institute of Medical Sciences, Vibhuti Khand, Gomti Nagar, Lucknow 226010, Uttar Pradesh, India;
| | - Saeed Mardy Alghamdi
- Respiratory Care Program, Clinical Technology Department, Faculty of Applied Medical Science, Umm Al-Qura University, Makkah 21955, Saudi Arabia;
| | - Ghazi A. Bamagous
- Department of Pharmacology and Toxicology, Faculty of Medicine, Umm Al-Qura University, Makkah 21955, Saudi Arabia;
| | - Dipak Kumar Sahoo
- Department of Veterinary Clinical Sciences, College of Veterinary Medicine, Iowa State University, Ames, IA 50011, USA;
| | - Ashish Patel
- Department of Life Sciences, Hemchandracharya North Gujarat University, Patan 384265, Gujarat, India;
| | - Pankaj Kumar
- Department of Environmental Science, Parul Institute of Applied Sciences, Parul University, Vadodara 391760, Gujarat, India;
| | - Virendra Kumar Yadav
- Marwadi University Research Center, Department of Microbiology, Faculty of Sciences, Marwadi University, Rajkot 360003, Gujarat, India
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Archer J, Cunningham LJ, Juhász A, Jones S, O’Ferrall AM, Rollason S, Mainga B, Chammudzi P, Kapira DR, Lally D, Namacha G, Makaula P, LaCourse JE, Kayuni SA, Webster BL, Musaya J, Stothard JR. Molecular epidemiology and population genetics of Schistosoma mansoni infecting school-aged children situated along the southern shoreline of Lake Malawi, Malawi. PLoS Negl Trop Dis 2024; 18:e0012504. [PMID: 39374309 PMCID: PMC11458004 DOI: 10.1371/journal.pntd.0012504] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2024] [Accepted: 09/02/2024] [Indexed: 10/09/2024] Open
Abstract
BACKGROUND In areas of low disease endemicity, highly sensitive diagnostic tools to identify, diagnose, and monitor intestinal schistosomiasis transmission are needed to reliably measure the burden and risk of infection. Here, we used highly sensitive molecular diagnostic methods to investigate Schistosoma mansoni prevalence and transmission along the southern shoreline of Lake Malawi, five years post-disease outbreak. METHODOLOGY AND PRINCIPAL FINDINGS Faecal and urine samples were provided by school-aged children situated along the southern shoreline of Lake Malawi. Kato-Katz faecal-egg microscopy and point-of-care circulating cathodic antigen (POC-CCA) rapid diagnostic tests were then performed to diagnose infection with S. mansoni. Urine-egg microscopy was also used to diagnose infection with Schistosoma haematobium. In addition, Schistosoma miracidia were isolated from faecal material using a standard miracidium hatching technique. A two-step real-time PCR approach was then used to diagnose infection with S. mansoni using DNA isolated from faecal samples. Furthermore, isolated miracidia were genotyped to species level through PCR and Sanger sequencing. Phylogenetic analyses were then carried out to identify which previously defined S. mansoni cox1 lineage group S. mansoni miracidia were most closely related to. The measured prevalence of S. mansoni infection varied considerably depending on which diagnostic assay was used. When compared to real-time PCR, faecal-egg microscopy had a sensitivity of 9% and a specificity of 100%. When POC-CCA 'trace' results were considered positive, POC-CCA had a sensitivity of 73% and a specificity of 81% when compared to real-time PCR. However, when considered negative, POC-CCA sensitivity was reduced to 56%, whereas specificity was increased to 90%. In addition, a high degree of S. haematobium DNA was detected in DNA isolated from faecal samples and motile S. haematobium miracidia were recovered from faecal samples. Schistosoma mansoni miracidia were closely related to two independent cox1 lineage groups, suggesting multiple recent introduction and colonisation events originating from surrounding east African countries. CONCLUSIONS AND SIGNIFICANCE Intestinal schistosomiasis is now highly prevalent along the southern shoreline of Lake Malawi just five years post-disease outbreak. In addition, a high prevalence of urogenital schistosomiasis persists. The revision of ongoing schistosomiasis control programmes in this area is therefore recommended. Our study also highlights the need for reliable diagnostic assays capable of distinguishing between Schistosoma species in multispecies co-endemic areas.
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Affiliation(s)
- John Archer
- Department of Tropical Disease Biology, Liverpool School of Tropical Medicine, Liverpool, United Kingdom
- Wolfson Wellcome Biomedical Laboratories, Department of Zoology, Natural History Museum, Cromwell Road, London, United Kingdom
| | - Lucas J. Cunningham
- Department of Tropical Disease Biology, Liverpool School of Tropical Medicine, Liverpool, United Kingdom
| | - Alexandra Juhász
- Department of Tropical Disease Biology, Liverpool School of Tropical Medicine, Liverpool, United Kingdom
- Institute of Medical Microbiology, Semmelweis University, Budapest, Hungary
| | - Sam Jones
- Department of Tropical Disease Biology, Liverpool School of Tropical Medicine, Liverpool, United Kingdom
| | - Angus M. O’Ferrall
- Department of Tropical Disease Biology, Liverpool School of Tropical Medicine, Liverpool, United Kingdom
| | - Sarah Rollason
- School of Biosciences, University of Cardiff, Cardiff, United Kingdom
| | - Bright Mainga
- Laboratory Department, Mangochi District Hospital, Mangochi, Malawi
| | - Priscilla Chammudzi
- Malawi-Liverpool-Wellcome Trust Clinical Research Programme, Queen Elizabeth Central Hospital, Blantyre, Malawi
- Department of Pathology, School of Medicine and Oral Health, Kamuzu University of Health Sciences (KUHeS), Blantyre, Malawi
| | - Donales R. Kapira
- Malawi-Liverpool-Wellcome Trust Clinical Research Programme, Queen Elizabeth Central Hospital, Blantyre, Malawi
- Department of Pathology, School of Medicine and Oral Health, Kamuzu University of Health Sciences (KUHeS), Blantyre, Malawi
| | - David Lally
- Malawi-Liverpool-Wellcome Trust Clinical Research Programme, Queen Elizabeth Central Hospital, Blantyre, Malawi
- Department of Pathology, School of Medicine and Oral Health, Kamuzu University of Health Sciences (KUHeS), Blantyre, Malawi
| | - Gladys Namacha
- Malawi-Liverpool-Wellcome Trust Clinical Research Programme, Queen Elizabeth Central Hospital, Blantyre, Malawi
- Department of Pathology, School of Medicine and Oral Health, Kamuzu University of Health Sciences (KUHeS), Blantyre, Malawi
| | - Peter Makaula
- Malawi-Liverpool-Wellcome Trust Clinical Research Programme, Queen Elizabeth Central Hospital, Blantyre, Malawi
| | - James E. LaCourse
- Department of Tropical Disease Biology, Liverpool School of Tropical Medicine, Liverpool, United Kingdom
| | - Sekeleghe A. Kayuni
- Department of Tropical Disease Biology, Liverpool School of Tropical Medicine, Liverpool, United Kingdom
- Malawi-Liverpool-Wellcome Trust Clinical Research Programme, Queen Elizabeth Central Hospital, Blantyre, Malawi
- Department of Pathology, School of Medicine and Oral Health, Kamuzu University of Health Sciences (KUHeS), Blantyre, Malawi
| | - Bonnie L. Webster
- Wolfson Wellcome Biomedical Laboratories, Department of Zoology, Natural History Museum, Cromwell Road, London, United Kingdom
| | - Janelisa Musaya
- Malawi-Liverpool-Wellcome Trust Clinical Research Programme, Queen Elizabeth Central Hospital, Blantyre, Malawi
- Department of Pathology, School of Medicine and Oral Health, Kamuzu University of Health Sciences (KUHeS), Blantyre, Malawi
| | - J. Russell Stothard
- Department of Tropical Disease Biology, Liverpool School of Tropical Medicine, Liverpool, United Kingdom
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O'Ferrall AM, Musaya J, Stothard JR, Roberts AP. Aligning antimicrobial resistance surveillance with schistosomiasis research: an interlinked One Health approach. Trans R Soc Trop Med Hyg 2024; 118:498-504. [PMID: 38842743 PMCID: PMC11299544 DOI: 10.1093/trstmh/trae035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2023] [Revised: 04/02/2024] [Accepted: 05/08/2024] [Indexed: 06/07/2024] Open
Abstract
One Health surveillance involves the analysis of human, animal and environmental samples, recognising their interconnectedness in health systems. Such considerations are crucial to investigate the transmission of many pathogens, including drug-resistant bacteria and parasites. The highest rates of antimicrobial resistance (AMR)-associated deaths are observed in sub-Saharan Africa, where concurrently the waterborne parasitic disease schistosomiasis can be highly endemic in both humans and animals. Although there is growing acknowledgment of significant interactions between bacteria and parasites, knowledge of relationships between schistosomes, microbes and AMR remains inadequate. In addition, newly emergent research has revealed the previously underappreciated roles of animals and the environment in both AMR and schistosomiasis transmission. We consider shared environmental drivers and colonisation linkage in this narrative review, with a focus on extended-spectrum beta-lactamase-mediated resistance among bacteria from the Enterobacteriaceae family, which is exceedingly prevalent and responsible for a high burden of AMR-associated deaths. Then we examine novel findings from Malawi, where the landscapes of AMR and schistosomiasis are rapidly evolving, and make comparisons to other geographic areas with similar co-infection epidemiology. We identify several knowledge gaps that could be addressed in future research, including the need to characterise the impact of intestinal schistosomiasis and freshwater contact on intestinal AMR colonisation, before proposing a rationale for connecting AMR surveillance and schistosomiasis research within a One Health framework.
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Affiliation(s)
- Angus M O'Ferrall
- Department of Tropical Disease Biology, Liverpool School of Tropical Medicine, Pembroke Place, Liverpool L3 5QA, UK
| | - Janelisa Musaya
- Malawi Liverpool Wellcome Clinical Research Programme, Queen Elizabeth Central Hospital, College of Medicine, P.O. Box 30096 Chichiri, Blantyre 3, Malawi
| | - J Russell Stothard
- Department of Tropical Disease Biology, Liverpool School of Tropical Medicine, Pembroke Place, Liverpool L3 5QA, UK
| | - Adam P Roberts
- Department of Tropical Disease Biology, Liverpool School of Tropical Medicine, Pembroke Place, Liverpool L3 5QA, UK
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Yamey G, McDade KK, Anderson RM, Bartsch SM, Bottazzi ME, Diemert D, Hotez PJ, Lee BY, McManus D, Molehin AJ, Roestenberg M, Rollinson D, Siddiqui AA, Tendler M, Webster JP, You H, Zellweger RM, Marshall C. Vaccine value profile for schistosomiasis. Vaccine 2024:126020. [PMID: 39592316 PMCID: PMC11754535 DOI: 10.1016/j.vaccine.2024.05.068] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Revised: 05/16/2024] [Accepted: 05/17/2024] [Indexed: 11/28/2024]
Abstract
Schistosomiasis is caused by parasitic flatworms (Schistosoma). The disease in humans can be caused by seven different species of Schistosoma: S. mansoni, S. japonicum, S. haematobium, S. malayensis, S. mekongi, S. guineensis and S. intercalatum, as well as by hybrids between species, including livestock schistosome species. People are infected when exposed to infested water and the parasite larvae penetrate the skin. Poor and rural communities are typically the most affected, and the general population who lives in affected areas and is exposed to contaminated water is at risk. Areas with poor access to safe water and adequate sanitation are also at heightened risk. About 236.6 million people required treatment for schistosomiasis in 2019-mostly people living in poor, rural communities, especially fishing and agricultural communities. This 'Vaccine Value Profile' (VVP) for schistosomiasis is intended to provide a high-level, holistic assessment of the information and data that are currently available to inform the potential public health, economic, and societal value of pipeline vaccines and vaccine-like products. This VVP was developed by a working group of subject matter experts from academia, non-profit organizations, public private partnerships, and multi-lateral organizations. All contributors have extensive expertise on various elements of the schistosomiasis VVP and collectively aimed to identify current research and knowledge gaps. The VVP was developed using only existing and publicly available information.
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Affiliation(s)
- Gavin Yamey
- Duke Global Health Institute, Duke University, Durham, NC, United States.
| | | | - Roy M Anderson
- Faculty of Medicine, School of Public Health, Imperial College London, London, United Kingdom.
| | - Sarah M Bartsch
- Public Health Informatics, Computational, and Operations Research and Center for Advanced Technology and Communication in Health, City University of New York Graduate School of Public Health and Health Policy, New York City, NY, United States.
| | - Maria Elena Bottazzi
- National School of Tropical Medicine, Baylor College of Medicine, Texas Children's Hospital Center for Vaccine Development, Houston, TX, United States.
| | - David Diemert
- School of Medicine and Health Sciences, George Washington University, Washington, D.C., United States.
| | - Peter J Hotez
- National School of Tropical Medicine, Baylor College of Medicine, Texas Children's Hospital Center for Vaccine Development, Houston, TX, United States.
| | - Bruce Y Lee
- Public Health Informatics, Computational, and Operations Research and Center for Advanced Technology and Communication in Health, City University of New York Graduate School of Public Health and Health Policy, New York City, NY, United States.
| | - Donald McManus
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia.
| | - Adebayo J Molehin
- Department of Microbiology & Immunology, Midwestern University, Glendale, AZ, United States.
| | | | | | - Afzal A Siddiqui
- Center for Tropical Medicine & Infectious Diseases, Texas Tech University Health Sciences Center School of Medicine, Lubbock, TX, United States.
| | - Miriam Tendler
- Laboratory of Research and Development of Anti-Helminth Vaccines, Oswaldo Cruz Institute (Fiocruz), Rio de Janeiro, Brazil.
| | - Joanne P Webster
- Department of Pathobiology and Population Sciences, Royal Veterinary College, University of London, United Kingdom.
| | - Hong You
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia.
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Reed AL, Al-Harbi MH, Makaula P, Condemine C, Hesketh J, Archer J, Jones S, Kayuni SA, Musaya J, Stanton MC, Stothard JR, Fronterre C, Jewell C. A geospatial analysis of local intermediate snail host distributions provides insight into schistosomiasis risk within under-sampled areas of southern Lake Malawi. Parasit Vectors 2024; 17:272. [PMID: 38937778 PMCID: PMC11209974 DOI: 10.1186/s13071-024-06353-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2024] [Accepted: 06/12/2024] [Indexed: 06/29/2024] Open
Abstract
BACKGROUND Along the southern shoreline of Lake Malawi, the incidence of schistosomiasis is increasing with snails of the genera Bulinus and Biomphalaria transmitting urogenital and intestinal schistosomiasis, respectively. Since the underlying distribution of snails is partially known, often being focal, developing pragmatic spatial models that interpolate snail information across under-sampled regions is required to understand and assess current and future risk of schistosomiasis. METHODS A secondary geospatial analysis of recently collected malacological and environmental survey data was undertaken. Using a Bayesian Poisson latent Gaussian process model, abundance data were fitted for Bulinus and Biomphalaria. Interpolating the abundance of snails along the shoreline (given their relative distance along the shoreline) was achieved by smoothing, using extracted environmental rainfall, land surface temperature (LST), evapotranspiration, normalised difference vegetation index (NDVI) and soil type covariate data for all predicted locations. Our adopted model used a combination of two-dimensional (2D) and one dimensional (1D) mapping. RESULTS A significant association between normalised difference vegetation index (NDVI) and abundance of Bulinus spp. was detected (log risk ratio - 0.83, 95% CrI - 1.57, - 0.09). A qualitatively similar association was found between NDVI and Biomphalaria sp. but was not statistically significant (log risk ratio - 1.42, 95% CrI - 3.09, 0.10). Analyses of all other environmental data were considered non-significant. CONCLUSIONS The spatial range in which interpolation of snail distributions is possible appears < 10km owing to fine-scale biotic and abiotic heterogeneities. The forthcoming challenge is to refine geospatial sampling frameworks with future opportunities to map schistosomiasis within actual or predicted snail distributions. In so doing, this would better reveal local environmental transmission possibilities.
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Affiliation(s)
- Amber L Reed
- Lancaster Medical School, Lancaster University, Bailrigg House, Bailrigg, Lancaster, LA1 4YE, UK.
| | - Mohammad H Al-Harbi
- Tropical Disease Biology, Liverpool School of Tropical Medicine, Pembroke Place, Liverpool, L3 5QA, UK
- Ministry of Health, 52367, Buraydah, Saudi Arabia
| | - Peter Makaula
- Malawi Liverpool Wellcome Trust Programme of Clinical Tropical Research, Queen Elizabeth Central Hospital, College of Medicine, P. O. Box 30096, Blantyre, Malawi
| | - Charlotte Condemine
- Tropical Disease Biology, Liverpool School of Tropical Medicine, Pembroke Place, Liverpool, L3 5QA, UK
| | - Josie Hesketh
- Tropical Disease Biology, Liverpool School of Tropical Medicine, Pembroke Place, Liverpool, L3 5QA, UK
| | - John Archer
- Tropical Disease Biology, Liverpool School of Tropical Medicine, Pembroke Place, Liverpool, L3 5QA, UK
| | - Sam Jones
- Tropical Disease Biology, Liverpool School of Tropical Medicine, Pembroke Place, Liverpool, L3 5QA, UK
| | - Sekeleghe A Kayuni
- Tropical Disease Biology, Liverpool School of Tropical Medicine, Pembroke Place, Liverpool, L3 5QA, UK
- Malawi Liverpool Wellcome Trust Programme of Clinical Tropical Research, Queen Elizabeth Central Hospital, College of Medicine, P. O. Box 30096, Blantyre, Malawi
| | - Janelisa Musaya
- Malawi Liverpool Wellcome Trust Programme of Clinical Tropical Research, Queen Elizabeth Central Hospital, College of Medicine, P. O. Box 30096, Blantyre, Malawi
| | - Michelle C Stanton
- Vector Biology, Liverpool School of Tropical Medicine, Pembroke Place, Liverpool, L3 5QA, UK
| | - J Russell Stothard
- Tropical Disease Biology, Liverpool School of Tropical Medicine, Pembroke Place, Liverpool, L3 5QA, UK
| | - Claudio Fronterre
- Lancaster Medical School, Lancaster University, Bailrigg House, Bailrigg, Lancaster, LA1 4YE, UK
| | - Christopher Jewell
- Mathematics and Statistics, Lancaster University, Bailrigg House, Bailrigg, Lancaster, LA1 4YE, UK
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Chiepa B, Mbewe R, Stanton MC, Kapumba B, Kambewa E, Kaunga L, Chiphwanya J, Mzilahowa T, Jones CM, Stothard JR. A baseline epidemiological survey for malaria and schistosomiasis reveals an alarming burden in primary schools despite ongoing control in Chikwawa District, southern Malawi. CURRENT RESEARCH IN PARASITOLOGY & VECTOR-BORNE DISEASES 2024; 5:100183. [PMID: 38952689 PMCID: PMC11214993 DOI: 10.1016/j.crpvbd.2024.100183] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/12/2024] [Revised: 05/16/2024] [Accepted: 05/30/2024] [Indexed: 07/03/2024]
Abstract
Our study rationale was to establish contemporary epidemiological data on malaria and schistosomiasis among school-going children in Chikwawa District before future environmental changes associated with the Shire Valley Transformation Programme occurred. Our cross-sectional surveys tested 1134 children from 21 government-owned primary schools (approximately 50 children per school); rapid diagnostic tests for malaria (Humasis Pf/PAN) and intestinal schistosomiasis (urine-Circulating Cathodic Antigen) were used, with urine reagents strips and egg-filtration with microscopy for urogenital schistosomiasis. All infected children were treated with an appropriate dose of Lonart® (for malaria) and/or Cesol® (for schistosomiasis). Across 21 schools the overall prevalence was 9.7% (95% CI: 8.8-10.6%) for malaria, 1.9% (95% CI: 1.4-2.3%) for intestinal schistosomiasis, and 35.0% (95% CI: 33.6-36.5%) for egg-patent urogenital schistosomiasis. The prevalence of co-infection of malaria with urogenital schistosomiasis was 5.5% (95% CI: 4.8-6.2%). In a third of the schools, the prevalence of malaria and urogenital schistosomiasis was above national averages of 10.5% and 40-50%, respectively, with two schools having maxima of 36.8% and 84.5%, respectively. Set against a background of ongoing control, our study has revealed an alarming burden of malaria and schistosomiasis in southern Malawi. These findings call for an immediate mitigating response that significantly bolsters current control interventions to better safeguard children's future health.
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Affiliation(s)
- Blessings Chiepa
- Malawi-Liverpool-Wellcome Programme, Blantyre, Malawi
- Liverpool School of Tropical Medicine, Liverpool, L3 5QA, UK
| | - Rex Mbewe
- Malawi-Liverpool-Wellcome Programme, Blantyre, Malawi
- Malawi University of Business and Applied Science, Blantyre, Malawi
| | | | | | | | - Lucy Kaunga
- Malawi-Liverpool-Wellcome Programme, Blantyre, Malawi
| | - John Chiphwanya
- Neglected Tropical Diseases, Ministry of Health, Lilongwe, Malawi
| | - Themba Mzilahowa
- Malaria Alert Centre, Kamuzu University of Health Sciences, Blantyre, Malawi
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Archer J, Yeo SM, Gadd G, Pennance T, Cunningham LJ, Juhàsz A, Jones S, Chammudzi P, Kapira DR, Lally D, Namacha G, Mainga B, Makaula P, LaCourse JE, Kayuni SA, Musaya J, Stothard JR, Webster BL. Development, validation, and pilot application of a high throughput molecular xenomonitoring assay to detect Schistosoma mansoni and other trematode species within Biomphalaria freshwater snail hosts. CURRENT RESEARCH IN PARASITOLOGY & VECTOR-BORNE DISEASES 2024; 5:100174. [PMID: 38618156 PMCID: PMC11010794 DOI: 10.1016/j.crpvbd.2024.100174] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/26/2024] [Revised: 02/27/2024] [Accepted: 03/14/2024] [Indexed: 04/16/2024]
Abstract
Schistosomiasis is a neglected tropical disease (NTD) caused by infection with parasitic trematodes of the genus Schistosoma that can lead to debilitating morbidity and mortality. The World Health Organization recommend molecular xenomonitoring of Biomphalaria spp. freshwater snail intermediate hosts of Schistosoma mansoni to identify highly focal intestinal schistosomiasis transmission sites and monitor disease transmission, particularly in low-endemicity areas. A standardised protocol to do this, however, is needed. Here, two previously published primer sets were selected to develop and validate a multiplex molecular xenomonitoring end-point PCR assay capable of detecting S. mansoni infections within individual Biomphalaria spp. missed by cercarial shedding. The assay proved highly sensitive and highly specific in detecting and amplifying S. mansoni DNA and also proved highly sensitive in detecting and amplifying non-S. mansoni trematode DNA. The optimised assay was then used to screen Biomphalaria spp. collected from a S. mansoni-endemic area for infection and successfully detected S. mansoni infections missed by cercarial shedding as well as infections with non-S. mansoni trematodes. The continued development and use of molecular xenomonitoring assays such as this will aid in improving disease control efforts, significantly reducing disease-related morbidities experienced by those in schistosomiasis-endemic areas.
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Affiliation(s)
- John Archer
- Department of Tropical Disease Biology, Liverpool School of Tropical Medicine, Liverpool, L3 5QA, UK
- Wolfson Wellcome Biomedical Laboratories, Department of Zoology, Natural History Museum, Cromwell Road, London, SW7 5HD, UK
| | - Shi Min Yeo
- Wolfson Wellcome Biomedical Laboratories, Department of Zoology, Natural History Museum, Cromwell Road, London, SW7 5HD, UK
- Department of Clinical Research, London School of Hygiene and Tropical Medicine, Keppel Street, London, WC1E 7HT, UK
| | - Grace Gadd
- Wolfson Wellcome Biomedical Laboratories, Department of Zoology, Natural History Museum, Cromwell Road, London, SW7 5HD, UK
- Department of Clinical Research, London School of Hygiene and Tropical Medicine, Keppel Street, London, WC1E 7HT, UK
| | - Tom Pennance
- Wolfson Wellcome Biomedical Laboratories, Department of Zoology, Natural History Museum, Cromwell Road, London, SW7 5HD, UK
- College of Osteopathic Medicine of the Pacific – Northwest, Western University of Health Sciences, Lebanon, OR, 97355, USA
| | - Lucas J. Cunningham
- Department of Tropical Disease Biology, Liverpool School of Tropical Medicine, Liverpool, L3 5QA, UK
| | - Alexandra Juhàsz
- Department of Tropical Disease Biology, Liverpool School of Tropical Medicine, Liverpool, L3 5QA, UK
- Institute of Medical Microbiology, Semmelweis University, Budapest, H-1089, Hungary
| | - Sam Jones
- Department of Tropical Disease Biology, Liverpool School of Tropical Medicine, Liverpool, L3 5QA, UK
| | - Priscilla Chammudzi
- Malawi-Liverpool-Wellcome Trust Clinical Research Programme, Queen Elizabeth Central Hospital, Blantyre, P.O. Box 30096, Malawi
- Department of Pathology, School of Medicine and Oral Health, Kamuzu University of Health Sciences (KUHeS), Blantyre, 360, Malawi
| | - Donales R. Kapira
- Malawi-Liverpool-Wellcome Trust Clinical Research Programme, Queen Elizabeth Central Hospital, Blantyre, P.O. Box 30096, Malawi
- Department of Pathology, School of Medicine and Oral Health, Kamuzu University of Health Sciences (KUHeS), Blantyre, 360, Malawi
| | - David Lally
- Malawi-Liverpool-Wellcome Trust Clinical Research Programme, Queen Elizabeth Central Hospital, Blantyre, P.O. Box 30096, Malawi
- Department of Pathology, School of Medicine and Oral Health, Kamuzu University of Health Sciences (KUHeS), Blantyre, 360, Malawi
| | - Gladys Namacha
- Malawi-Liverpool-Wellcome Trust Clinical Research Programme, Queen Elizabeth Central Hospital, Blantyre, P.O. Box 30096, Malawi
- Department of Pathology, School of Medicine and Oral Health, Kamuzu University of Health Sciences (KUHeS), Blantyre, 360, Malawi
| | - Bright Mainga
- Laboratory Department, Mangochi District Hospital, Mangochi, P.O. Box 42, Malawi
| | - Peter Makaula
- Malawi-Liverpool-Wellcome Trust Clinical Research Programme, Queen Elizabeth Central Hospital, Blantyre, P.O. Box 30096, Malawi
| | - James E. LaCourse
- Department of Tropical Disease Biology, Liverpool School of Tropical Medicine, Liverpool, L3 5QA, UK
| | - Sekeleghe A. Kayuni
- Department of Tropical Disease Biology, Liverpool School of Tropical Medicine, Liverpool, L3 5QA, UK
- Malawi-Liverpool-Wellcome Trust Clinical Research Programme, Queen Elizabeth Central Hospital, Blantyre, P.O. Box 30096, Malawi
- Department of Pathology, School of Medicine and Oral Health, Kamuzu University of Health Sciences (KUHeS), Blantyre, 360, Malawi
| | - Janelisa Musaya
- Malawi-Liverpool-Wellcome Trust Clinical Research Programme, Queen Elizabeth Central Hospital, Blantyre, P.O. Box 30096, Malawi
- Department of Pathology, School of Medicine and Oral Health, Kamuzu University of Health Sciences (KUHeS), Blantyre, 360, Malawi
| | - J. Russell Stothard
- Department of Tropical Disease Biology, Liverpool School of Tropical Medicine, Liverpool, L3 5QA, UK
| | - Bonnie L. Webster
- Wolfson Wellcome Biomedical Laboratories, Department of Zoology, Natural History Museum, Cromwell Road, London, SW7 5HD, UK
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Reed AL, O'Ferrall AM, Kayuni SA, Baxter H, Stanton MC, Stothard JR, Jewell C. Modelling the age-prevalence relationship in schistosomiasis: A secondary data analysis of school-aged-children in Mangochi District, Lake Malawi. Parasite Epidemiol Control 2023; 22:e00303. [PMID: 37234267 PMCID: PMC10205779 DOI: 10.1016/j.parepi.2023.e00303] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2022] [Revised: 04/26/2023] [Accepted: 05/02/2023] [Indexed: 05/27/2023] Open
Abstract
Schistosomiasis is an aquatic snail borne parasitic disease, with intestinal schistosomiasis (IS) and urogenital schistosomiasis (UGS) caused by Schistosoma mansoni and S. haematobium infections, respectively. School-aged-children (SAC) are a known vulnerable group and can also suffer from co-infections. Along the shoreline of Lake Malawi a newly emerging outbreak of IS is occurring with increasing UGS co-infection rates. Age-prevalence (co)infection profiles are not fully understood. To shed light on these (co)infection trends by Schistosoma species and by age of child, we conducted a secondary data analysis of primary epidemiological data collected from SAC in Mangochi District, Lake Malawi, as published previously. Available diagnostic data by child, were converted into binary response infection profiles for 520 children, aged 6-15, across 12 sampled schools. Generalised additive models were then fitted to mono- and dual-infections. These were used to identify consistent population trends, finding the prevalence of IS significantly increased [p = 8.45e-4] up to 11 years of age then decreasing thereafter. A similar age-prevalence association was observed for co-infection [p = 7.81e-3]. By contrast, no clear age-infection pattern for UGS was found [p = 0.114]. Peak prevalence of Schistosoma infection typically occurs around adolescence; however, in this newly established IS outbreak with rising prevalence of UGS co-infections, the peak appears to occur earlier, around the age of 11 years. As the outbreak of IS fulminates, further temporal analysis of the age-relationship with Schistosoma infection is justified. This should refer to age-prevalence models which could better reveal newly emerging transmission trends and Schistosoma species dynamics. Dynamical modelling of infections, alongside malacological niche mapping, should be considered to guide future primary data collection and intervention programmes.
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Affiliation(s)
- Amber L. Reed
- Lancaster Medical School, Lancaster University, Bailrigg House, Bailrigg, Lancaster LA1 4YE, UK
- Tropical Disease Biology, Liverpool School of Tropical Medicine, Pembroke PI, Liverpool L3 5QA, UK
| | - Angus M. O'Ferrall
- Tropical Disease Biology, Liverpool School of Tropical Medicine, Pembroke PI, Liverpool L3 5QA, UK
| | - Sekeleghe A. Kayuni
- Tropical Disease Biology, Liverpool School of Tropical Medicine, Pembroke PI, Liverpool L3 5QA, UK
- MASM Medi Clinics Limited, Medical Aid Society of Malawi (MASM), P.O. Box 31659, Lilongwe 3. Malawi
| | - Hamish Baxter
- Tropical Disease Biology, Liverpool School of Tropical Medicine, Pembroke PI, Liverpool L3 5QA, UK
| | - Michelle C. Stanton
- Vector Biology, Liverpool School of Tropical Medicine, Pembroke Pl, Liverpool L3 5QA, UK
| | - J. Russell Stothard
- Tropical Disease Biology, Liverpool School of Tropical Medicine, Pembroke PI, Liverpool L3 5QA, UK
| | - Christopher Jewell
- Mathematics and Statistics, Lancaster University, Bailrigg House, Bailrigg, Lancaster LA1 4YE, UK
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Hong ST. Review of Recent Prevalence of Urogenital Schistosomiasis in Sub-Saharan Africa and Diagnostic Challenges in the Field Setting. Life (Basel) 2023; 13:1670. [PMID: 37629527 PMCID: PMC10456001 DOI: 10.3390/life13081670] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2023] [Revised: 07/18/2023] [Accepted: 07/27/2023] [Indexed: 08/27/2023] Open
Abstract
Human schistosomiasis is one of neglected tropical diseases that remain highly prevalent in sub-Saharan Africa (SSA). Human schistosomiasis is mainly caused by two species, Schistosoma haematobium and S. mansoni, leading to urogenital and intestinal schistosomiasis, respectively. The World Health Organization (WHO) recommends mass drug administration (MDA) with praziquantel as the primary method of global intervention. Currently, MDA with praziquantel covers over half of the target population in endemic SSA countries. However, an accurate diagnosis is crucial for monitoring and evaluating the effectiveness of MDA. The standard diagnosis of both urogenital and intestinal schistosomiasis relies on the microscopic identification of eggs. However, the diagnostic sensitivity of this approach is low, especially for light or ultra-light infections. This is because Schistosoma eggs are laid inside of the venous plexus of the urinary bladder or mesenteric vein, where the adult flukes live. Approximately half of the eggs circulate in the blood vessels or are packed in neighboring tissues, while the remaining half are expelled into the lumen of the urinary bladder or intestine intermittently when the blood vessels are ruptured. In the field setting, the accuracy of any diagnostic method is critical for proper management of the intervention. The present article reviews the recent prevalence of urogenital schistosomiasis in SSA and highlights the practical limitations of diagnostic methods such as urine microscopy, urine reagent strips, molecular diagnosis, and ultrasound scanning in the field setting. Despite continuous global efforts to eliminate schistosomiasis over the past 20 years, many areas still remain endemic in SSA. No single diagnostic approach achieves acceptable sensitivity and specificity in the field setting. Therefore, any field survey should employ a combination of these methods based on the purpose of the study to accurately monitor and evaluate urogenital schistosomiasis. Based on diagnostic values and a cost-benefit analysis, a urine reagent strip test can replace urine microscopy in the field setting. The WHO criteria by ultrasound diagnosis should be updated including the echogenic snow sign and contour distortion.
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Affiliation(s)
- Sung-Tae Hong
- Graduate School of International Development, Handong Global University, Pohang 37554, Republic of Korea;
- Department of Tropical Medicine and Parasitology, Institute of Endemic Diseases Medical Research Center, Seoul National University College of Medicine, Seoul 03080, Republic of Korea
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12
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Jones CM, Wilson AL, Stanton MC, Stothard JR, Guglielmo F, Chirombo J, Mafuleka L, Oronje R, Mzilahowa T. Integrating vector control within an emerging agricultural system in a region of climate vulnerability in southern Malawi: A focus on malaria, schistosomiasis, and arboviral diseases. CURRENT RESEARCH IN PARASITOLOGY & VECTOR-BORNE DISEASES 2023; 4:100133. [PMID: 37577134 PMCID: PMC10412864 DOI: 10.1016/j.crpvbd.2023.100133] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/17/2023] [Revised: 06/26/2023] [Accepted: 07/10/2023] [Indexed: 08/15/2023]
Abstract
Infectious diseases are emerging at an unprecedented rate while food production intensifies to keep pace with population growth. Large-scale irrigation schemes have the potential to permanently transform the landscape with health, nutritional and socio-economic benefits; yet, this also leads to a shift in land-use patterns that can promote endemic and invasive insect vectors and pathogens. The balance between ensuring food security and preventing emerging infectious disease is a necessity; yet the impact of irrigation on vector-borne diseases at the epidemiological, entomological and economic level is uncertain and depends on the geographical and climatological context. Here, we highlight the risk factors and challenges facing vector-borne disease surveillance and control in an emerging agricultural ecosystem in the lower Shire Valley region of southern Malawi. A phased large scale irrigation programme (The Shire Valley Transformation Project, SVTP) promises to transform over 40,000 ha into viable and resilient farmland, yet the valley is endemic for malaria and schistosomiasis and experiences frequent extreme flooding events following tropical cyclones. The latter exacerbate vector-borne disease risk while simultaneously making any empirical assessment of that risk a significant hurdle. We propose that the SVTP provides a unique opportunity to take a One Health approach at mitigating vector-borne disease risk while maintaining agricultural output. A long-term and multi-disciplinary approach with buy-in from multiple stakeholders will be needed to achieve this goal.
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Affiliation(s)
- Christopher M. Jones
- Department of Vector Biology, Liverpool School of Tropical Medicine, Liverpool, UK
| | - Anne L. Wilson
- Department of Vector Biology, Liverpool School of Tropical Medicine, Liverpool, UK
| | - Michelle C. Stanton
- Department of Vector Biology, Liverpool School of Tropical Medicine, Liverpool, UK
| | - J. Russell Stothard
- Tropical Disease Biology, Liverpool School of Tropical Medicine, Liverpool, UK
| | - Federica Guglielmo
- Department of Vector Biology, Liverpool School of Tropical Medicine, Liverpool, UK
| | | | | | - Rose Oronje
- African Institute for Development and Policy (AFIDEP), Nairobi, Kenya
| | - Themba Mzilahowa
- Malaria Alert Centre, Kamuzu University of Health Sciences, Blantyre, Malawi
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13
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Alharbi MH, Condemine C, Hesketh J, Kayuni SA, Arme TM, Archer J, Jones S, LaCourse EJ, Makaula P, Musaya J, Stothard JR. Biomphalaria pfeifferi (Gastropoda: Planorbidae) in Lake Malawi and Upper Shire River, Mangochi District, Malawi: Distribution, Genetic Diversity and Pre-Patent Schistosome Infections. Trop Med Infect Dis 2023; 8:126. [PMID: 36828541 PMCID: PMC9963223 DOI: 10.3390/tropicalmed8020126] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2022] [Revised: 02/01/2023] [Accepted: 02/15/2023] [Indexed: 02/22/2023] Open
Abstract
In November 2017, Biomphalaria pfeifferi, the key intermediate host for Schistosoma mansoni in Africa, was first reported in Lake Malawi, Mangochi District. Two subsequent malacological surveys in 2018 and 2019 confirmed its lacustrine presence, as well as its presence along the Upper Shire River. These surveys provided sufficient specimens for analyses of the genetic structure and a transmission assessment for intestinal schistosomiasis. A total of 76 collected snails were characterized by a DNA sequence analysis of a 650 bp fragment of the mitochondrial cytochrome oxidase subunit 1 (cox1); by size fractionation of six fluorescently labelled microsatellite loci (Bgμl16, Bgμl, Bpf8, rg6, U-7, and rg9);by denaturing PAGE; and by detection of pre-patent Schistosoma infection by real-time PCR with a TaqMan® probe. Five closely related cox1 haplotypes were identified, all present within a single location, with only one haplotype common across all the other locations sampled. No allelic size variation was detected with the microsatellites and all loci were monomorphic. Overall, the pre-patent prevalence of Schistosoma spp. was 31%, with infected snails found at several sampling locations. In this part of Lake Malawi, Bi. pfeifferi exhibits low genetic diversity and is clearly being exposed to the miracidia of S. mansoni, which is likely facilitating the autochthonous transmission of this parasite.
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Affiliation(s)
- Mohammad H. Alharbi
- Department of Tropical Disease Biology, Liverpool School of Tropical Medicine, Liverpool L3 5QA, UK
- Ministry of Health, Buraydah 52367, Saudi Arabia
| | - Charlotte Condemine
- Department of Tropical Disease Biology, Liverpool School of Tropical Medicine, Liverpool L3 5QA, UK
| | - Josie Hesketh
- Department of Tropical Disease Biology, Liverpool School of Tropical Medicine, Liverpool L3 5QA, UK
| | - Sekeleghe A. Kayuni
- Department of Tropical Disease Biology, Liverpool School of Tropical Medicine, Liverpool L3 5QA, UK
- MASM Medi Clinics Limited, Medical Society of Malawi (MASM), Lilongwe P.O.Box 1254, Malawi
| | - Thomas M. Arme
- Department of Tropical Disease Biology, Liverpool School of Tropical Medicine, Liverpool L3 5QA, UK
- School of Biodiversity, One Health & Veterinary Medicine, University of Glasgow, Glasgow G12 8QQ, UK
| | - John Archer
- Department of Tropical Disease Biology, Liverpool School of Tropical Medicine, Liverpool L3 5QA, UK
| | - Sam Jones
- Department of Tropical Disease Biology, Liverpool School of Tropical Medicine, Liverpool L3 5QA, UK
| | - E. James LaCourse
- Department of Tropical Disease Biology, Liverpool School of Tropical Medicine, Liverpool L3 5QA, UK
| | - Peter Makaula
- Research for Health, Environment and Development (RHED), Mangochi P.O. Box 345, Malawi
| | - Janelisa Musaya
- Malawi Liverpool Wellcome Trust Clinical Research Programme, Private Bag, Blantyre P.O. Box 30096, Malawi
| | - J. Russell Stothard
- Department of Tropical Disease Biology, Liverpool School of Tropical Medicine, Liverpool L3 5QA, UK
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Madsen H, Stauffer JR. Schistosomiasis Control Under Changing Ecological Settings in Lake Malawi. ECOHEALTH 2022; 19:320-323. [PMID: 35930197 DOI: 10.1007/s10393-022-01606-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/08/2021] [Accepted: 06/08/2022] [Indexed: 06/15/2023]
Affiliation(s)
- Henry Madsen
- Sections of Parasitology and Aquatic Diseases & Food Safety and Zoonoses, Department of Veterinary and Animal Sciences, Faculty of Health and Medical Sciences, University of Copenhagen, Dyrlaegevej 100, 1870, Frederiksberg C, Denmark.
| | - Jay Richard Stauffer
- Department of Ecosystem Science and Management, The Pennsylvania State University, University Park, PA, 16802, USA
- South African Institute for Aquatic Biodiversity, Makhanda, RSA
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First Molecular Identification of Bulinus africanus in Lake Malawi Implicated in Transmitting Schistosoma Parasites. Trop Med Infect Dis 2022; 7:tropicalmed7080195. [PMID: 36006287 PMCID: PMC9412655 DOI: 10.3390/tropicalmed7080195] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Revised: 07/29/2022] [Accepted: 08/05/2022] [Indexed: 11/30/2022] Open
Abstract
The freshwater snail genus Bulinus plays a vital role in transmitting parasites of the Schistosoma haematobium group. A hybrid schistosome between S. haematobium and S. mattheei has been recently detected using DNA-based identification methods in school children along the Lake Malawi shoreline in Mangochi District. This finding raised the need for contemporary revaluation of local interactions between schistosomes and snails, with a particular focus on snail species within the Bulinus africanus group. In 2017 and 2018, malacological surveys sampled several freshwater sites in Mangochi District. Collected snails (n = 250) were characterised using cytochrome oxidase subunit 1 gene (cox1), with DNA barcoding of the ‘Folmer’ region and a rapid PCR-RFLP typing assay with double digestion with HaeIII and SacI restriction enzymes. DNA cox1 sequence analysis, with phylogenetic tree construction, suggested the presence of at least three B. africanus group taxa in Lake Malawi, B. globosus, alongside first reports of B. africanus and B. angolensis, which can be differentiated by PCR-RFLP methods. In addition, a total of 30 of the 106 B. africanus group snails (28.30%) were positive to the Schistosoma-specific screen using real-time PCR methods. This study provides new insight into the recent changes in the epidemiology of urogenital schistosomiasis as likely driven by a new diversity of B. africanus group snails within the Lake.
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Nyangulu W, Sadimba C, Nyirenda J, Twaibu G, Kamwendo J, Chawawa K, Masano A, Chilinda E, Kayuni S, Muula AS, Maleta K. The prevalence of Schistosoma mansoni infection among adults with chronic non-communicable diseases in Malawi. Trop Med Health 2022; 50:56. [PMID: 35986382 PMCID: PMC9389769 DOI: 10.1186/s41182-022-00450-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2022] [Accepted: 08/12/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Schistosomiasis is a parasitic infectious disease caused by flatworms of the Schistosoma genus. The global burden of schistosomiasis is high. In Malawi, schistosomiasis is among the top 20 causes of outpatient department visits in health facilities. Schistosomiasis is among the most important but neglected causes of non-communicable diseases (NCD) peculiar to tropical endemic settings. While much is known about the contribution of S. haematobium to the NCD burden in Malawi, the role of S. mansoni remains largely unknown. METHODS We conducted a cross-sectional study at Mangochi District Hospital. Adults over 18 years diagnosed with NCDs (n = 414), admitted or attending weekly outpatient clinics were recruited between August 2021 and February 2022. Data were collected on sociodemographic characteristics, medical history, body weight, blood pressure, and fasting blood glucose. Stool and midstream urine were collected for Kato-Katz (KK) microscopy and urine point of care-circulating cathodic antigen (POC-CCA) tests, respectively. We computed prevalence of S. mansoni as number of positive KK and CCA tests, each divided by total submitted samples. Univariate and multivariable logistic regression were done to evaluate risk factors of NCDs and association between S. mansoni infection and NCDs. RESULTS We recruited 414 participants, mean age 57 years (SD 16), 67% of whom were female. Prevalence of S. mansoni based on urine CCA was 15% (95% CI: 11-19) and 0% on KK microscopy. Hypertension was the most common condition with a prevalence of 85% (95% CI: 81-89), followed by diabetes mellitus with a prevalence of 42% (95% CI: 37-46) and heart disease with a prevalence of 3% (95% CI: 2-5). S. mansoni infection was not significantly associated with hypertension (OR: 1.2, 95% CI: 0.5-3.1), diabetes (OR: 0.6, 95% CI: 0.3-1.10) or heart disease (OR: 2.0, 95% CI: 0.4-10). CONCLUSIONS We observed moderate prevalence of S. mansoni infection among adults in the study per WHO classification of endemicity. This is within the range observed in children in Mangochi from 10 to 56.7%.
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Affiliation(s)
- Wongani Nyangulu
- Public Health and Nutrition Research Group, Department of Nutrition, Kamuzu University of Health Sciences, Blantyre, Malawi.
| | - Christina Sadimba
- Public Health and Nutrition Research Group, Department of Nutrition, Kamuzu University of Health Sciences, Blantyre, Malawi
| | - Joyce Nyirenda
- Public Health and Nutrition Research Group, Department of Nutrition, Kamuzu University of Health Sciences, Blantyre, Malawi
| | - George Twaibu
- Public Health and Nutrition Research Group, Department of Nutrition, Kamuzu University of Health Sciences, Blantyre, Malawi
| | - John Kamwendo
- Public Health and Nutrition Research Group, Department of Nutrition, Kamuzu University of Health Sciences, Blantyre, Malawi
| | - Kelvin Chawawa
- Public Health and Nutrition Research Group, Department of Nutrition, Kamuzu University of Health Sciences, Blantyre, Malawi
| | - Angella Masano
- Public Health and Nutrition Research Group, Department of Nutrition, Kamuzu University of Health Sciences, Blantyre, Malawi
| | - Elizabeth Chilinda
- Public Health and Nutrition Research Group, Department of Nutrition, Kamuzu University of Health Sciences, Blantyre, Malawi
| | - Sekeleghe Kayuni
- Department of Tropical Disease Biology, Centre for Neglected Tropical Diseases, Liverpool School of Tropical Medicine, Liverpool, UK
- Medical Aid Society of Malawi (MASM), MASM Medi Clinics Limited, Blantyre, Malawi
| | - Adamson S Muula
- Department of Community and Environmental Health, School of Global and Public Health, Kamuzu University of Health Sciences, Blantyre, Malawi
| | - Kenneth Maleta
- Public Health and Nutrition Research Group, Department of Nutrition, Kamuzu University of Health Sciences, Blantyre, Malawi
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Makaula P, Kayuni SA, Mamba KC, Bongololo G, Funsanani M, Musaya J, Juziwelo LT, Furu P. An assessment of implementation and effectiveness of mass drug administration for prevention and control of schistosomiasis and soil-transmitted helminths in selected southern Malawi districts. BMC Health Serv Res 2022; 22:517. [PMID: 35439991 PMCID: PMC9016207 DOI: 10.1186/s12913-022-07925-3] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2021] [Accepted: 04/08/2022] [Indexed: 11/15/2022] Open
Abstract
Background Mass drug administration (MDA) is one of the key interventions recommended by WHO for prevention and control of neglected tropical diseases (NTD). In Malawi, MDA is widely carried out annually since 2009 for prevention and control of schistosomiasis and soil-transmitted helminths (STH). No study has been carried out to assess effectiveness of the MDA approach and to document perceptions of health providers and beneficiaries regarding use of MDA. This study was done to understand how well MDA is being implemented and to identify opportunities for improvement in MDA delivery in Malawi. Methods Designed as a cross-sectional and multi-methods research, the study was carried out in three southern Malawi districts of Chiradzulu, Mangochi and Zomba. In each district, four health centres and 16 villages were randomly selected to participate. A mixed-methods approach to data collection focusing on quantitative data for coverage and knowledge, attitudes and practices assessments; and qualitative data for assessing perceptions of health providers and beneficiaries regarding MDA was used. Quantitative data were processed and analyzed using IBM SPSS software version 26 while qualitative data were analysed using NVivo 12 for Windows. Results Knowledge levels about schistosomiasis and STH in the districts varied according to disease aspects asked about. Majority are more knowledgeable about what schistosomiasis is (78%) and whether STH are treatable with drugs (97%); with least knowledgeable about the organism that transmits schistosomiasis (18%), types of schistosomiasis (11%) and what causes STH (20%). In 2018 and 2019 the districts registered high coverage rates for praziquantel and albendazole using community-based MDA (73–100%) and using school-based MDA (75–91%). Both the health authorities and community members perceived the MDA approach as good because it brings treatment closer to people. Conclusion With the high MDA coverage obtained in communities and schools, the effectiveness of MDA in the target districts is satisfactory. There are, however, several challenges including disproportionate knowledge levels, which are hampering progress towards attainment of the 2030 global NTD goals. There is a need for promotion of community participation and partnerships as well as implementation of other recommended interventions for sustainable prevention and control of schistosomiasis and STH. Supplementary Information The online version contains supplementary material available at 10.1186/s12913-022-07925-3.
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18
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Aula OP, McManus DP, Jones MK, Gordon CA. Schistosomiasis with a Focus on Africa. Trop Med Infect Dis 2021; 6:109. [PMID: 34206495 PMCID: PMC8293433 DOI: 10.3390/tropicalmed6030109] [Citation(s) in RCA: 74] [Impact Index Per Article: 18.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2021] [Revised: 06/03/2021] [Accepted: 06/04/2021] [Indexed: 12/19/2022] Open
Abstract
Schistosomiasis is a common neglected tropical disease of impoverished people and livestock in many developing countries in tropical Africa, the Middle East, Asia, and Latin America. Substantial progress has been made in controlling schistosomiasis in some African countries, but the disease still prevails in most parts of sub-Saharan Africa with an estimated 800 million people at risk of infection. Current control strategies rely primarily on treatment with praziquantel, as no vaccine is available; however, treatment alone does not prevent reinfection. There has been emphasis on the use of integrated approaches in the control and elimination of the disease in recent years with the development of health infrastructure and health education. However, there is a need to evaluate the present status of African schistosomiasis, primarily caused by Schistosoma mansoni and S. haematobium, and the factors affecting the disease as the basis for developing more effective control and elimination strategies in the future. This review provides an historical perspective of schistosomiasis in Africa and discusses the current status of control efforts in those countries where the disease is endemic.
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Affiliation(s)
- Oyime Poise Aula
- School of Public Health, Faculty of Medicine, University of Queensland, Brisbane 4006, Australia;
- Molecular Parasitology Laboratory, QIMR Berghofer Medical Research Institute, Brisbane 4006, Australia
| | - Donald P. McManus
- School of Public Health, Faculty of Medicine, University of Queensland, Brisbane 4006, Australia;
| | - Malcolm K. Jones
- School of Veterinary Sciences, University of Queensland, Gatton 4343, Australia;
| | - Catherine A. Gordon
- School of Public Health, Faculty of Medicine, University of Queensland, Brisbane 4006, Australia;
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19
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Kayuni SA, Alharbi MH, Makaula P, Lampiao F, Juziwelo L, LaCourse EJ, Stothard JR. Male Genital Schistosomiasis Along the Shoreline of Lake Malawi: Baseline Prevalence and Associated Knowledge, Attitudes and Practices Among Local Fishermen in Mangochi District, Malawi. Front Public Health 2021; 9:590695. [PMID: 34095041 PMCID: PMC8175656 DOI: 10.3389/fpubh.2021.590695] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2020] [Accepted: 04/27/2021] [Indexed: 11/13/2022] Open
Abstract
Male genital schistosomiasis (MGS) is an often-overlooked chronic consequence of urogenital schistosomiasis (UGS) associated with Schistosoma haematobium eggs and associated pathologies in the genital system of afflicted men. Despite the first formal description of MGS in 1911 by Madden, its epidemiology, diagnostic testing and case management of today are not well-described. However, since several interactions between MGS and the Human Immunodeficiency Virus (HIV) are known, there is renewed public health interest in MGS across sub-Saharan Africa (SSA). To shed new light upon MGS in Malawi, a longitudinal cohort study was set up among fishermen along the southern shoreline of Lake Malawi in Mangochi District, Malawi, to document its prevalence and assess mens' knowledge, attitudes and practices (KAP). After providing informed written consent, fishermen (n = 376) aged 18+ years (median age: 30 years, range: 18-70 years) were recruited and submitted urine and semen for point-of-care (POC) field and laboratory diagnostic parasitological tests. Individual questionnaires were administered to assess their KAP, with praziquantel (PZQ) treatment provided to all participants. Baseline prevalence of MGS (S. haematobium eggs in semen) was 10.4% (n = 114, median: 5.0 eggs per ml, range: 0.1-30.0) while for UGS (S. haematobium eggs in urine) was 17.1% (n = 210, median: 2.3 eggs per 10 ml, range: 0.1-186.0) and 3.8% were positive by POC circulating cathodic antigen (POC-CCA), indicative of a Schistosoma mansoni infection. Just under 10% of participants reported having experienced symptoms associated with MGS, namely genital or coital pain, or haemospermia. A total of 61.7% reported previous difficulties in accessing PZQ therapy, with 34.8% having received PZQ therapy before. There was a significant correlation between MGS infection and the frequency of fishing in a week (rho = -0.25, n = 100, p = 0.01). In conclusion, MGS is prevalent among local fishermen yet knowledge of the disease is poor. We therefore call for improved availability and accessibility to MGS diagnostics, PZQ treatment within ongoing control interventions. This will improve the lives and reproductive health of men, their partners and communities in this shoreline environment of Lake Malawi.
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Affiliation(s)
- Sekeleghe A Kayuni
- Department of Tropical Disease Biology, Liverpool School of Tropical Medicine, Liverpool, United Kingdom.,Faculty of Health and Life Sciences, University of Liverpool, Liverpool, United Kingdom.,MASM Medi Clinics Limited, Medical Aid Society of Malawi (MASM), Blantyre, Malawi
| | - Mohammad H Alharbi
- Department of Tropical Disease Biology, Liverpool School of Tropical Medicine, Liverpool, United Kingdom
| | - Peter Makaula
- Research for Health, Environment and Development (RHED), Mangochi, Malawi
| | - Fanuel Lampiao
- Physiology Department, College of Medicine, University of Malawi, Blantyre, Malawi
| | - Lazarus Juziwelo
- National Schistosomiasis and STH Control Programme, Community Health Sciences Unit, Ministry of Health, Lilongwe, Malawi
| | - E James LaCourse
- Department of Tropical Disease Biology, Liverpool School of Tropical Medicine, Liverpool, United Kingdom
| | - J Russell Stothard
- Department of Tropical Disease Biology, Liverpool School of Tropical Medicine, Liverpool, United Kingdom
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20
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Hillyer JF. Parasites and Parasitology in this SARS-CoV-2, COVID-19 World: An American Society of Parasitologists Presidential Address. J Parasitol 2020; 106:859-868. [PMID: 33450760 DOI: 10.1645/20-158] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
The novel coronavirus disease 2019 (COVID-19) is one of the worst global health crises of this generation. The core of this pandemic is the rapid transmissibility of the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) virus, its high morbidity and mortality, and the presence of infectious asymptomatic carriers. As a result, COVID-19 has dominated this year's headlines and commanded significant research attention. As we consider SARS-CoV-2 and the COVID-19 pandemic, it is essential that scientists, governments, the media, and the general population also come to grips with the everyday cost of parasitic diseases. Plasmodium (malaria), schistosomes, filarial worms, hookworms, Ascaris, whipworms, and other protozoan and metazoan parasites take a tremendous toll on local communities. Yet, because most of these diseases are no longer endemic to developed countries, their research and intervention are not funded at levels that are proportional to their global morbidity and mortality. The scientific and public health communities must indeed vigorously fight SARS-CoV-2 and COVID-19, but while doing so and beyond, it will be essential to demonstrate steadfast resolve toward understanding and combating the parasitic diseases that for centuries have haunted humankind.
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Affiliation(s)
- Julián F Hillyer
- Department of Biological Sciences, Vanderbilt University, Nashville, Tennessee 37235
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21
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Oyeyemi O, Okunlola O, Adebayo A. Assessment of schistosomiasis endemicity and preventive treatment on coronavirus disease 2019 outcomes in Africa. New Microbes New Infect 2020; 38:100821. [PMID: 33251016 PMCID: PMC7679227 DOI: 10.1016/j.nmni.2020.100821] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2020] [Revised: 10/25/2020] [Accepted: 11/17/2020] [Indexed: 02/07/2023] Open
Abstract
Since the coronavirus disease 2019 (COVID-19) pandemic, attention has been drawn to the possible interactions between the deadly disease and a few other infections. Although schistosomiasis and other neglected tropical diseases have been proposed to influence susceptibility to COVID-19, no study has looked into this. This study therefore investigated the impact of schistosomiasis on the transmission of COVID-19 and also evaluated the role of praziquantel treatment coverage on COVID-19 outcomes in African countries. The schistosomiasis endemicity and the preventive chemotherapy coverage index statuses were obtained from the World Health Organization databank. COVID-19 data were obtained from the Worldometer COVID-19 report. The data were adjusted and the percentage of COVID-19 cases confirmed, and active cases, recovery and deaths were computed. The COVID-19 outcomes were evaluated relative to schistosomiasis endemicity and treatment coverage. COVID-19 outcomes, especially active cases and recovery rates, were significantly improved in schistosomiasis nonendemic African countries (p < 0.05). While COVID-19 confirmed cases were significantly higher in countries with >75% schistosomiasis preventive chemotherapy coverage index (p < 0.05), improved COVID-19 outcomes were observed relative to active cases and recovery in countries with >75% preventive chemotherapy coverage index (p > 0.05). Schistosomiasis endemicity may be associated with negative COVID-19 outcomes, and higher praziquantel treatment coverage could reduce COVID-19 active cases and improve the recovery rate.
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Affiliation(s)
- O.T. Oyeyemi
- Department of Biological Sciences, Department of Mathematics, University of Medical Sciences, Ondo, Ondo State, Nigeria
| | - O.A. Okunlola
- Department of Mathematics, University of Medical Sciences, Ondo, Ondo State, Nigeria
| | - A.D. Adebayo
- Department of Remote Sensing and GIS, Federal University of Technology, Akure, Ondo State, Nigeria
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