1
|
da Silva C, Boene S, Datta D, Rovira-Vallbona E, Aranda-Díaz A, Cisteró P, Hathaway N, Tessema S, Chidimatembue A, Matambisso G, Nhama A, Macete E, Pujol A, Nhamussua L, Galatas B, Guinovart C, Enosse S, De Carvalho E, Rogier E, Plucinski MM, Colborn J, Zulliger R, Saifodine A, Alonso PL, Candrinho B, Greenhouse B, Aide P, Saute F, Mayor A. Targeted and whole-genome sequencing reveal a north-south divide in P. falciparum drug resistance markers and genetic structure in Mozambique. Commun Biol 2023; 6:619. [PMID: 37291425 PMCID: PMC10250372 DOI: 10.1038/s42003-023-04997-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2022] [Accepted: 05/30/2023] [Indexed: 06/10/2023] Open
Abstract
Mozambique is one of the four African countries which account for over half of all malaria deaths worldwide, yet little is known about the parasite genetic structure in that country. We performed P. falciparum amplicon and whole genome sequencing on 2251 malaria-infected blood samples collected in 2015 and 2018 in seven provinces of Mozambique to genotype antimalarial resistance markers and interrogate parasite population structure using genome-wide microhaplotyes. Here we show that the only resistance-associated markers observed at frequencies above 5% were pfmdr1-184F (59%), pfdhfr-51I/59 R/108 N (99%) and pfdhps-437G/540E (89%). The frequency of pfdhfr/pfdhps quintuple mutants associated with sulfadoxine-pyrimethamine resistance increased from 80% in 2015 to 89% in 2018 (p < 0.001), with a lower expected heterozygosity and higher relatedness of microhaplotypes surrounding pfdhps mutants than wild-type parasites suggestive of recent selection. pfdhfr/pfdhps quintuple mutants also increased from 72% in the north to 95% in the south (2018; p < 0.001). This resistance gradient was accompanied by a concentration of mutations at pfdhps-436 (17%) in the north, a south-to-north increase in the genetic complexity of P. falciparum infections (p = 0.001) and a microhaplotype signature of regional differentiation. The parasite population structure identified here offers insights to guide antimalarial interventions and epidemiological surveys.
Collapse
Affiliation(s)
- Clemente da Silva
- Centro de Investigação em Saúde de Manhiça (CISM), Maputo, Mozambique
| | - Simone Boene
- Centro de Investigação em Saúde de Manhiça (CISM), Maputo, Mozambique
| | - Debayan Datta
- ISGlobal, Hospital Clínic - Universitat de Barcelona, Barcelona, Spain
| | | | - Andrés Aranda-Díaz
- EPPIcenter Research Program, Division of HIV, ID, and Global Medicine, Department of Medicine, University of California, San Francisco, CA, USA
- Chan Zuckerberg Biohub, San Francisco, CA, USA
| | - Pau Cisteró
- ISGlobal, Hospital Clínic - Universitat de Barcelona, Barcelona, Spain
| | | | - Sofonias Tessema
- EPPIcenter Research Program, Division of HIV, ID, and Global Medicine, Department of Medicine, University of California, San Francisco, CA, USA
| | | | - Glória Matambisso
- Centro de Investigação em Saúde de Manhiça (CISM), Maputo, Mozambique
| | - Abel Nhama
- Centro de Investigação em Saúde de Manhiça (CISM), Maputo, Mozambique
- Instituto Nacional de Saúde (INS), Ministério da Saúde, Maputo, Mozambique
| | - Eusebio Macete
- Centro de Investigação em Saúde de Manhiça (CISM), Maputo, Mozambique
| | - Arnau Pujol
- ISGlobal, Hospital Clínic - Universitat de Barcelona, Barcelona, Spain
| | - Lidia Nhamussua
- Centro de Investigação em Saúde de Manhiça (CISM), Maputo, Mozambique
| | - Beatriz Galatas
- Centro de Investigação em Saúde de Manhiça (CISM), Maputo, Mozambique
- ISGlobal, Hospital Clínic - Universitat de Barcelona, Barcelona, Spain
| | | | - Sónia Enosse
- Instituto Nacional de Saúde (INS), Ministério da Saúde, Maputo, Mozambique
| | - Eva De Carvalho
- World Health Organization, WHO Country Office Maputo, Maputo, Mozambique
| | - Eric Rogier
- Malaria Branch, Division of Parasitic Diseases and Malaria, United States Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Mateusz M Plucinski
- United States President's Malaria Initiative, Malaria Branch, Division of Parasitic Diseases and Malaria, United States Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - James Colborn
- Clinton Health Access Initiative, Maputo, Mozambique
| | - Rose Zulliger
- U.S. President's Malaria Initiative, USAID, Washington, DC, USA
| | | | - Pedro L Alonso
- Centro de Investigação em Saúde de Manhiça (CISM), Maputo, Mozambique
- Hospital Clinic-Universitat de Barcelona, Barcelona, Spain
| | - Baltazar Candrinho
- National Malaria Control Programme, Ministry of Health, Maputo, Mozambique
| | - Bryan Greenhouse
- EPPIcenter Research Program, Division of HIV, ID, and Global Medicine, Department of Medicine, University of California, San Francisco, CA, USA
| | - Pedro Aide
- Centro de Investigação em Saúde de Manhiça (CISM), Maputo, Mozambique
- Instituto Nacional de Saúde (INS), Ministério da Saúde, Maputo, Mozambique
| | - Francisco Saute
- Centro de Investigação em Saúde de Manhiça (CISM), Maputo, Mozambique
| | - Alfredo Mayor
- Centro de Investigação em Saúde de Manhiça (CISM), Maputo, Mozambique.
- ISGlobal, Hospital Clínic - Universitat de Barcelona, Barcelona, Spain.
- Spanish Consortium for Research in Epidemiology and Public Health (CIBERESP), Madrid, Spain.
- Department of Physiologic Sciences, Faculty of Medicine, Universidade Eduardo Mondlane, Maputo, Mozambique.
| |
Collapse
|
2
|
Armando CJ, Rocklöv J, Sidat M, Tozan Y, Mavume AF, Bunker A, Sewes MO. Climate variability, socio-economic conditions and vulnerability to malaria infections in Mozambique 2016-2018: a spatial temporal analysis. Front Public Health 2023; 11:1162535. [PMID: 37325319 PMCID: PMC10267345 DOI: 10.3389/fpubh.2023.1162535] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2023] [Accepted: 04/28/2023] [Indexed: 06/17/2023] Open
Abstract
Background Temperature, precipitation, relative humidity (RH), and Normalized Different Vegetation Index (NDVI), influence malaria transmission dynamics. However, an understanding of interactions between socioeconomic indicators, environmental factors and malaria incidence can help design interventions to alleviate the high burden of malaria infections on vulnerable populations. Our study thus aimed to investigate the socioeconomic and climatological factors influencing spatial and temporal variability of malaria infections in Mozambique. Methods We used monthly malaria cases from 2016 to 2018 at the district level. We developed an hierarchical spatial-temporal model in a Bayesian framework. Monthly malaria cases were assumed to follow a negative binomial distribution. We used integrated nested Laplace approximation (INLA) in R for Bayesian inference and distributed lag nonlinear modeling (DLNM) framework to explore exposure-response relationships between climate variables and risk of malaria infection in Mozambique, while adjusting for socioeconomic factors. Results A total of 19,948,295 malaria cases were reported between 2016 and 2018 in Mozambique. Malaria risk increased with higher monthly mean temperatures between 20 and 29°C, at mean temperature of 25°C, the risk of malaria was 3.45 times higher (RR 3.45 [95%CI: 2.37-5.03]). Malaria risk was greatest for NDVI above 0.22. The risk of malaria was 1.34 times higher (1.34 [1.01-1.79]) at monthly RH of 55%. Malaria risk reduced by 26.1%, for total monthly precipitation of 480 mm (0.739 [95%CI: 0.61-0.90]) at lag 2 months, while for lower total monthly precipitation of 10 mm, the risk of malaria was 1.87 times higher (1.87 [1.30-2.69]). After adjusting for climate variables, having lower level of education significantly increased malaria risk (1.034 [1.014-1.054]) and having electricity (0.979 [0.967-0.992]) and sharing toilet facilities (0.957 [0.924-0.991]) significantly reduced malaria risk. Conclusion Our current study identified lag patterns and association between climate variables and malaria incidence in Mozambique. Extremes in climate variables were associated with an increased risk of malaria transmission, peaks in transmission were varied. Our findings provide insights for designing early warning, prevention, and control strategies to minimize seasonal malaria surges and associated infections in Mozambique a region where Malaria causes substantial burden from illness and deaths.
Collapse
Affiliation(s)
- Chaibo Jose Armando
- Department of Public Health and Clinical Medicine, Sustainable Health Section, Umeå University, Umeå, Sweden
| | - Joacim Rocklöv
- Department of Public Health and Clinical Medicine, Sustainable Health Section, Umeå University, Umeå, Sweden
- Heidelberg Institute of Global Health and Interdisciplinary Centre for Scientific Computing, Heidelberg University, Heidelberg, Germany
| | - Mohsin Sidat
- Faculty of Medicine, Eduardo Mondlane University, Maputo, Mozambique
| | - Yesim Tozan
- School of Global Public Health, New York University, New York, NY, United States
| | | | - Aditi Bunker
- Center for Climate, Health, and the Global Environment, Harvard T.H. Chan School of Public Health, Boston, MA, United States
- Heidelberg Institute of Global Health, University of Heidelberg, Heidelberg, Germany
| | - Maquins Odhiambo Sewes
- Department of Public Health and Clinical Medicine, Sustainable Health Section, Umeå University, Umeå, Sweden
- Heidelberg Institute of Global Health, University of Heidelberg, Heidelberg, Germany
| |
Collapse
|
3
|
da Silva C, Matias D, Dias B, Cancio B, Silva M, Viegas R, Chivale N, Luis S, Salvador C, Duarte D, Arnaldo P, Enosse S, Nogueira F. Anti-malarial resistance in Mozambique: Absence of Plasmodium falciparum Kelch 13 (K13) propeller domain polymorphisms associated with resistance to artemisinins. Malar J 2023; 22:160. [PMID: 37208708 DOI: 10.1186/s12936-023-04589-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2023] [Accepted: 05/15/2023] [Indexed: 05/21/2023] Open
Abstract
BACKGROUND Malaria remains one of the most serious public health problems in sub-Saharan Africa and Mozambique is the world's fourth largest contributor, with 4.7% of disease cases and 3.6% of total deaths due to malaria. Its control relies on the fight against the vector and treatment of confirmed cases with anti-malarial drugs. Molecular surveillance is an important tool for monitoring the spread of anti-malarial drug resistance. METHODS A cross-sectional study recruited 450 participants with malaria infection detected by Rapid Diagnostic Tests, from three different study sites (Niassa, Manica and Maputo) between April and August 2021. Correspondent blood samples were collected on filter paper (Whatman® FTA® cards), parasite DNA extracted and pfk13 gene sequenced using Sanger method. SIFT software (Sorting Intolerant From Tolerant) was used, predict whether an amino acid substitution affects protein function. RESULTS No pfkelch13-mediated artemisinin resistance gene mutation was detected in this study settings. However, non-synonymous mutations were detected at prevalence of 10.2%, 6% and 5% in Niassa, Manica and Maputo, respectively. Most (56.3%) of the reported non-synonymous mutations were due to substitution at the first base of the codon, 25% at the second base and 18.8% at the third base. Additionally, 50% of non-synonymous mutations showed a SIFTscore bellow cut off value of 0.05, therefore, they were predicted to be deleterious. CONCLUSION These results do not show an emergence of artemisinin resistance cases in Mozambique. However, the increased number of novel non-synonymous mutations highlights the relevance of increasing the number of studies focused on the molecular surveillance of artemisinin resistance markers, for its early detection.
Collapse
Affiliation(s)
- Clemente da Silva
- Global Health and Tropical Medicine (GHTM), Department of Medical Parasitology, Instituto de Higiene e Medicina Tropical, Universidade Nova de Lisboa, Rua da Junqueira Nº100, 1349-008, Lisbon, Portugal.
| | - Daniela Matias
- Global Health and Tropical Medicine (GHTM), Department of Medical Parasitology, Instituto de Higiene e Medicina Tropical, Universidade Nova de Lisboa, Rua da Junqueira Nº100, 1349-008, Lisbon, Portugal
| | - Brigite Dias
- Global Health and Tropical Medicine (GHTM), Department of Medical Parasitology, Instituto de Higiene e Medicina Tropical, Universidade Nova de Lisboa, Rua da Junqueira Nº100, 1349-008, Lisbon, Portugal
| | - Beatriz Cancio
- Global Health and Tropical Medicine (GHTM), Department of Medical Parasitology, Instituto de Higiene e Medicina Tropical, Universidade Nova de Lisboa, Rua da Junqueira Nº100, 1349-008, Lisbon, Portugal
| | - Miguel Silva
- Global Health and Tropical Medicine (GHTM), Department of Medical Parasitology, Instituto de Higiene e Medicina Tropical, Universidade Nova de Lisboa, Rua da Junqueira Nº100, 1349-008, Lisbon, Portugal
| | - Ruben Viegas
- Global Health and Tropical Medicine (GHTM), Department of Medical Parasitology, Instituto de Higiene e Medicina Tropical, Universidade Nova de Lisboa, Rua da Junqueira Nº100, 1349-008, Lisbon, Portugal
| | - Nordino Chivale
- Instituto Nacional de Saúde (INS), Av. Eduardo Mondlane Nº 1008, Caixa Postal 264, Maputo, Mozambique
| | - Sonia Luis
- Hospital Provincial de Matola, 2CPV+55, Matola, Mozambique
| | - Crizolgo Salvador
- Instituto Nacional de Saúde (INS), Av. Eduardo Mondlane Nº 1008, Caixa Postal 264, Maputo, Mozambique
| | - Denise Duarte
- Global Health and Tropical Medicine (GHTM), Department of Medical Parasitology, Instituto de Higiene e Medicina Tropical, Universidade Nova de Lisboa, Rua da Junqueira Nº100, 1349-008, Lisbon, Portugal
| | - Paulo Arnaldo
- Instituto Nacional de Saúde (INS), Av. Eduardo Mondlane Nº 1008, Caixa Postal 264, Maputo, Mozambique
| | - Sonia Enosse
- Malaria Consortium, Av. Lucas Elias Kumato, Nº 118. Bairro da Sommershield, Maputo, Mozambique
| | - Fatima Nogueira
- Global Health and Tropical Medicine (GHTM), Department of Medical Parasitology, Instituto de Higiene e Medicina Tropical, Universidade Nova de Lisboa, Rua da Junqueira Nº100, 1349-008, Lisbon, Portugal
| |
Collapse
|
4
|
Hawadak J, Kojom Foko LP, Pande V, Singh V. In vitro antiplasmodial activity, hemocompatibility and temporal stability of Azadirachta indica silver nanoparticles. ARTIFICIAL CELLS, NANOMEDICINE, AND BIOTECHNOLOGY 2022; 50:286-300. [DOI: 10.1080/21691401.2022.2126979] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Affiliation(s)
- Joseph Hawadak
- Parasite Host Biology Group, Cell Biology and Malaria Parasite Bank, ICMR-National Institute of Malaria Research (NIMR), New Delhi, India
- Department of Biotechnology, Kumaun University, Bhimtal, India
| | - Loick Pradel Kojom Foko
- Parasite Host Biology Group, Cell Biology and Malaria Parasite Bank, ICMR-National Institute of Malaria Research (NIMR), New Delhi, India
- Department of Biotechnology, Kumaun University, Bhimtal, India
| | - Veena Pande
- Department of Biotechnology, Kumaun University, Bhimtal, India
| | - Vineeta Singh
- Parasite Host Biology Group, Cell Biology and Malaria Parasite Bank, ICMR-National Institute of Malaria Research (NIMR), New Delhi, India
| |
Collapse
|
5
|
Mayor A, da Silva C, Rovira-Vallbona E, Roca-Feltrer A, Bonnington C, Wharton-Smith A, Greenhouse B, Bever C, Chidimatembue A, Guinovart C, Proctor JL, Rodrigues M, Canana N, Arnaldo P, Boene S, Aide P, Enosse S, Saute F, Candrinho B. Prospective surveillance study to detect antimalarial drug resistance, gene deletions of diagnostic relevance and genetic diversity of Plasmodium falciparum in Mozambique: protocol. BMJ Open 2022; 12:e063456. [PMID: 35820756 PMCID: PMC9274532 DOI: 10.1136/bmjopen-2022-063456] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
INTRODUCTION Genomic data constitute a valuable adjunct to routine surveillance that can guide programmatic decisions to reduce the burden of infectious diseases. However, genomic capacities remain low in Africa. This study aims to operationalise a functional malaria molecular surveillance system in Mozambique for guiding malaria control and elimination. METHODS AND ANALYSES This prospective surveillance study seeks to generate Plasmodium falciparum genetic data to (1) monitor molecular markers of drug resistance and deletions in rapid diagnostic test targets; (2) characterise transmission sources in low transmission settings and (3) quantify transmission levels and the effectiveness of antimalarial interventions. The study will take place across 19 districts in nine provinces (Maputo city, Maputo, Gaza, Inhambane, Niassa, Manica, Nampula, Zambézia and Sofala) which span a range of transmission strata, geographies and malaria intervention types. Dried blood spot samples and rapid diagnostic tests will be collected across the study districts in 2022 and 2023 through a combination of dense (all malaria clinical cases) and targeted (a selection of malaria clinical cases) sampling. Pregnant women attending their first antenatal care visit will also be included to assess their value for molecular surveillance. We will use a multiplex amplicon-based next-generation sequencing approach targeting informative single nucleotide polymorphisms, gene deletions and microhaplotypes. Genetic data will be incorporated into epidemiological and transmission models to identify the most informative relationship between genetic features, sources of malaria transmission and programmatic effectiveness of new malaria interventions. Strategic genomic information will be ultimately integrated into the national malaria information and surveillance system to improve the use of the genetic information for programmatic decision-making. ETHICS AND DISSEMINATION The protocol was reviewed and approved by the institutional (CISM) and national ethics committees of Mozambique (Comité Nacional de Bioética para Saúde) and Spain (Hospital Clinic of Barcelona). Project results will be presented to all stakeholders and published in open-access journals. TRIAL REGISTRATION NUMBER NCT05306067.
Collapse
Affiliation(s)
- Alfredo Mayor
- Centro de Investigação em Saúde de Manhiça, Manhiça, Maputo, Mozambique
- Barcelona Institute for Global Health, Hospital Clínic-Universitat de Barcelona, Barcelona, Spain
- Spanish Consortium for Research in Epidemiology and Public Health (CIBERESP), Madrid, Spain
- Department of Physiologic Sciences, Faculty of Medicine, Universidade Eduardo Mondlane, Maputo, Mozambique
| | - Clemente da Silva
- Centro de Investigação em Saúde de Manhiça, Manhiça, Maputo, Mozambique
| | - Eduard Rovira-Vallbona
- Barcelona Institute for Global Health, Hospital Clínic-Universitat de Barcelona, Barcelona, Spain
| | | | | | | | - Bryan Greenhouse
- Department of Medicine, University of California San Francisco, San Francisco, California, USA
| | - Caitlin Bever
- Bill & Melinda Gates Foundation, Seattle, Washington, USA
| | | | - Caterina Guinovart
- Barcelona Institute for Global Health, Hospital Clínic-Universitat de Barcelona, Barcelona, Spain
| | | | | | | | | | - Simone Boene
- Centro de Investigação em Saúde de Manhiça, Manhiça, Maputo, Mozambique
| | - Pedro Aide
- Centro de Investigação em Saúde de Manhiça, Manhiça, Maputo, Mozambique
- Instituto Nacional de Saúde, Maputo, Mozambique
| | | | - Francisco Saute
- Centro de Investigação em Saúde de Manhiça, Manhiça, Maputo, Mozambique
| | | |
Collapse
|
6
|
Repurposing Histaminergic Drugs in Multiple Sclerosis. Int J Mol Sci 2022; 23:ijms23116347. [PMID: 35683024 PMCID: PMC9181091 DOI: 10.3390/ijms23116347] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2022] [Revised: 05/31/2022] [Accepted: 06/03/2022] [Indexed: 11/16/2022] Open
Abstract
Multiple sclerosis is an autoimmune disease with a strong neuroinflammatory component that contributes to severe demyelination, neurodegeneration and lesions formation in white and grey matter of the spinal cord and brain. Increasing attention is being paid to the signaling of the biogenic amine histamine in the context of several pathological conditions. In multiple sclerosis, histamine regulates the differentiation of oligodendrocyte precursors, reduces demyelination, and improves the remyelination process. However, the concomitant activation of histamine H1–H4 receptors can sustain either damaging or favorable effects, depending on the specifically activated receptor subtype/s, the timing of receptor engagement, and the central versus peripheral target district. Conventional drug development has failed so far to identify curative drugs for multiple sclerosis, thus causing a severe delay in therapeutic options available to patients. In this perspective, drug repurposing offers an exciting and complementary alternative for rapidly approving some medicines already approved for other indications. In the present work, we have adopted a new network-medicine-based algorithm for drug repurposing called SAveRUNNER, for quantifying the interplay between multiple sclerosis-associated genes and drug targets in the human interactome. We have identified new histamine drug-disease associations and predicted off-label novel use of the histaminergic drugs amodiaquine, rupatadine, and diphenhydramine among others, for multiple sclerosis. Our work suggests that selected histamine-related molecules might get to the root causes of multiple sclerosis and emerge as new potential therapeutic strategies for the disease.
Collapse
|