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Akingbola A, Adegbesan CA, Adewole O, Idahor C, Odukoya T, Nwaeze E, Mayowa S, Abdullahi O, Mariaria PK. Understanding the resurgence of mpox: key drivers and lessons from recent outbreaks in Africa. Trop Med Health 2025; 53:47. [PMID: 40181435 PMCID: PMC11970007 DOI: 10.1186/s41182-024-00678-1] [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: 09/20/2024] [Accepted: 12/25/2024] [Indexed: 04/05/2025] Open
Abstract
Mpox has re-emerged as a significant public health threat, particularly in Africa. This study explores the key drivers behind the recent resurgence, focusing on epidemiological trends, transmission dynamics, and lessons learned from recent outbreaks. The research involved a comprehensive review of recent mpox outbreaks, analyzing factors, such as socio-economic conditions, environmental influences, and genetic evolution. Findings indicate that the resurgence is linked to the cessation of smallpox vaccination, increased human-wildlife interactions, and rapid urbanization in endemic regions. The virus, which was previously confined to rural areas, has now spread to urban populations, and crossed national borders, driven by high population mobility and socio-economic instability. A notable shift in transmission dynamics has been observed, with increased human-to-human transmission, particularly among men who have sex with men (MSM), contributing to more severe and widespread outbreaks. The study highlights the urgent need to strengthen health systems in Africa, particularly in the areas of diagnostics, surveillance, and public health preparedness. Challenges such as inadequate laboratory infrastructure and delayed response mechanisms have exposed vulnerabilities in current public health frameworks. To prevent future outbreaks, targeted strategies must be implemented, including enhanced community engagement, improved access to vaccines and treatments, and timely, accurate reporting of cases. Coordinated global action is essential to prevent mpox from becoming a more persistent and widespread public health threat. This research discusses the importance of proactive measures and international cooperation in addressing the ongoing threat posed by mpox, particularly in regions with limited healthcare resources.
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Affiliation(s)
- Adewunmi Akingbola
- Department of Public Health, University of Cambridge, Cambridgeshire Old Trinity Schools, Cambridge, CB2 1TN, England, UK
| | | | - Olajumoke Adewole
- Department of Community Health and Primary Healthcare, Lagos State University College of Medicine, Ikeja Lagos, Nigeria
| | - Courage Idahor
- Nottingham University Hospitals NHS Trust, Nottingham, UK
| | - Tolani Odukoya
- School of Public Health, University of Port-Harcourt, Port-Harcourt, Rivers State, Nigeria
| | - Emmanuel Nwaeze
- Department of Community Health, Lagos State University College of Medicine, Ikeja Lagos, Nigeria
| | - Shekoni Mayowa
- Department of Community Health and Primary Healthcare, Lagos State University College of Medicine, Ikeja Lagos, Nigeria
| | - Owolabi Abdullahi
- Bayero University, Gwarzo Road, Gwale, PMB 3011, Kano, Kano State, Nigeria
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Sepulveda G. Waging peace: soothing the war metaphor about health and disease. Med Confl Surviv 2025; 41:18-25. [PMID: 39803826 DOI: 10.1080/13623699.2025.2450328] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/20/2025]
Affiliation(s)
- Gabriel Sepulveda
- Centro de Estudios en Neurociencia Humana y Neuropsicología, Programa de Doctorado en Psicología, Universidad Diego Portales, Santiago, Chile
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3
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Shafaati M, Forghani S, Shahsavand Davoudi A, Samiee R, Mohammadi K, Akbarpour S, Seifi A, Salehi M, Zare M. Current advances and challenges in mpox vaccine development: a global landscape. Ther Adv Vaccines Immunother 2025; 13:25151355251314339. [PMID: 39872308 PMCID: PMC11770767 DOI: 10.1177/25151355251314339] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2024] [Accepted: 12/16/2024] [Indexed: 01/30/2025] Open
Abstract
Given the surge in mpox outbreaks in 2022 and the advancements in domestic and international vaccine research, the effectiveness of smallpox vaccines in providing cross-protection against mpox remains crucial. Having learned from the COVID-19 pandemic, it is significant to continue evaluating existing vaccines to ensure their safety and efficacy. Developing new vaccines for widespread use against mpox and its emerging strains also serves as a preventive strategy in the ongoing battle against this dynamic infection. Here's an opportunity to control human-to-human transmission, give short deadlines, and avoid vaccine disparity. Public health systems must take decisive action to prevent the global spread of mpox, particularly among vulnerable groups. This action should include strengthening global surveillance, improving vaccine access, and ensuring equitable distribution, particularly in resource-poor settings, to prevent future outbreaks. This review aims to assess recent advancements and barriers in mpox vaccine development, emphasizing cross-protection and equitable vaccine distribution in resource-poor settings.
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Affiliation(s)
- Maryam Shafaati
- Research Center for Antibiotic Stewardship and Antimicrobial Resistance, Infectious Diseases Department, Imam Khomeini Hospital Complex, Tehran University of Medical Sciences, Tehran, Iran
| | - Shayan Forghani
- School of Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | | | - Reza Samiee
- School of Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | - Keyhan Mohammadi
- Research Center for Antibiotic Stewardship and Antimicrobial Resistance, Infectious Diseases Department, Imam Khomeini Hospital Complex, Tehran University of Medical Sciences, Tehran, Iran
- Department of Clinical Pharmacy, School of Pharmacy, Tehran University of Medical Sciences, Tehran, Iran
| | - Samaneh Akbarpour
- Non-Communicable Diseases Research Center, Endocrinology and Metabolism Population Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
- Occupational Sleep Research Center, Baharloo Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | - Arash Seifi
- Research Center for Antibiotic Stewardship and Antimicrobial Resistance, Infectious Diseases Department, Imam Khomeini Hospital Complex, Tehran University of Medical Sciences, Tehran, Iran
| | - Mohammadreza Salehi
- Research Center for Antibiotic Stewardship and Antimicrobial Resistance, Infectious Diseases Department, Imam Khomeini Hospital Complex, Tehran University of Medical Sciences, Tehran, Iran
| | - Maryam Zare
- Virology Department of Professor Alborzi Clinical Microbiology Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
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Teegala S, Bajaj SS, Tomori O. Ending vaccine hegemony: Rethinking foreign aid in global health responses. PLOS GLOBAL PUBLIC HEALTH 2025; 5:e0004177. [PMID: 39821155 PMCID: PMC11737687 DOI: 10.1371/journal.pgph.0004177] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/19/2025]
Affiliation(s)
- Shreyas Teegala
- Vanderbilt University, Nashville, Tennessee, United States of America
| | - Simar S. Bajaj
- Stanford University School of Medicine, Palo Alto, California, United States of America
| | - Oyewale Tomori
- African Centre of Excellence for Genomics of Infectious Diseases, Redeemer’s University, Ede, Nigeria
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5
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Savinkina A, Kindrachuk J, Bogoch II, Rimoin AW, Hoff NA, Shaw SY, Pitzer VE, Mbala-Kingebeni P, Gonsalves GS. Modelling vaccination approaches for mpox containment and mitigation in the Democratic Republic of the Congo. Lancet Glob Health 2024; 12:e1936-e1944. [PMID: 39393385 DOI: 10.1016/s2214-109x(24)00384-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2024] [Revised: 08/29/2024] [Accepted: 09/09/2024] [Indexed: 10/13/2024]
Abstract
BACKGROUND Mpox was first identified in the Democratic Republic of the Congo (DRC) in 1970. In 2023, a historic outbreak of mpox occurred in the country, continuing into 2024. Over 14 000 cases and 600 deaths were reported in 2023 alone, representing a major increase from previous outbreaks. The modified vaccinia Ankara vaccine (brand names JYNNEOS, Imvamune, and Imvanex) was used in the 2022 mpox outbreak in the USA and Europe. However, at the time of the study, vaccination had not been made available in the DRC. We aimed to inform policy and decision makers on the potential benefits of, and resources needed, for mpox vaccination campaigns in the DRC by providing counterfactual scenarios evaluating the short-term effects of various vaccination strategies on mpox cases and deaths, if such a vaccination campaign had been undertaken before the 2023-24 outbreak. METHODS A dynamic transmission model was used to simulate mpox transmission in the DRC, stratified by age (<5, 5-15, and >15 years) and province. The model was used to simulate potential vaccination strategies, varying by age and region (endemic provinces, non-endemic provinces with historic cases, and all provinces) assessing the effect the strategies would have on deaths and cases in an epidemic year similar to 2023. In addition, we estimated the number of vaccine doses needed to implement each strategy. FINDINGS Without vaccination, our model predicted 14 700 cases and 700 deaths from mpox over 365 days. Vaccinating 80% of all children younger than 5 years in endemic regions led to a 27% overall reduction in cases and a 43% reduction in deaths, requiring 10·5 million vaccine doses. Vaccinating 80% of all children younger than 5 years in all regions led to a 29% reduction in cases and a 43% reduction in deaths, requiring 33·1 million doses. Vaccinating 80% of children aged 15 years or younger in endemic provinces led to a 54% reduction in cases and a 71% reduction in deaths, requiring 26·6 million doses. INTERPRETATION When resources are limited, vaccinating children aged 15 years or younger, or younger than 5 years, in endemic regions of the DRC would be the most efficient use of vaccines. Further research is needed to explore long-term effects of a one-time or recurrent vaccination campaign. FUNDING Canadian Institutes of Health Research, Canadian International Development Research Centre, US Department of Defense (Defense Threat Reduction Agency, Mpox Threat Reduction Network), Global Affairs Canada (Weapons Threat Reduction Program), US Department for Agriculture (Agriculture Research Service, Non-Assistance Cooperative Agreement).
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Affiliation(s)
- Alexandra Savinkina
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT, USA; Public Health Modeling Unit, Yale School of Public Health, New Haven, CT, USA
| | - Jason Kindrachuk
- Medical Microbiology & Infectious Diseases, Max Rady College of Medicine, University of Manitoba, Winnipeg, MB, Canada
| | - Isaac I Bogoch
- Department of Medicine, University of Toronto, Toronto, ON, Canada
| | - Anne W Rimoin
- Department of Epidemiology, UCLA Fielding School of Public Health, Los Angeles, CA, USA
| | - Nicole A Hoff
- Department of Epidemiology, UCLA Fielding School of Public Health, Los Angeles, CA, USA
| | - Souradet Y Shaw
- Medical Microbiology & Infectious Diseases, Max Rady College of Medicine, University of Manitoba, Winnipeg, MB, Canada; Department of Community Health Sciences, Max Rady College of Medicine, University of Manitoba, Winnipeg, MB, Canada
| | - Virginia E Pitzer
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT, USA; Public Health Modeling Unit, Yale School of Public Health, New Haven, CT, USA
| | - Placide Mbala-Kingebeni
- Epidemiology and Global Health Department, Institut National de la Recherche Biomédicale, Kinshasa, Democratic Republic of the Congo
| | - Gregg S Gonsalves
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT, USA; Public Health Modeling Unit, Yale School of Public Health, New Haven, CT, USA.
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6
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Danladi NP, Agboola P, Olaniyi P, Eze S, Oladapo O, Obiwulu D, Akano OS, Adeola OA, Olawale K, Adiatu AI, Peace A. Challenges in Global Distribution and Equitable Access to Monkeypox Vaccines. Viruses 2024; 16:1815. [PMID: 39772126 PMCID: PMC11680248 DOI: 10.3390/v16121815] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2024] [Revised: 11/11/2024] [Accepted: 11/20/2024] [Indexed: 01/11/2025] Open
Abstract
The monkeypox outbreak has grown beyond the regions in which it was considered endemic. It has spread from central and west Africa to non-endemic regions like Europe, America, and other parts of the world. It has recently been classified as a public health emergency of international concern. This study evaluated the challenges faced globally and equitable access to monkeypox vaccines. Global competition has been observed in the race to obtain vaccines, with low- and middle-income countries being disadvantaged. Great inequity exists in the distribution of vaccines globally through advance purchase agreements, vaccine stockpiling, vaccine nationalism, the inequitable distribution of existing resources, and insufficient surveillance and reporting mechanisms. To address some of these challenges, there is a need for strengthening the global vaccine manufacturing capacity, targeting countries with elevated risk profiles and limited resources, strengthening surveillance systems, and addressing vaccine hesitancy.
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Affiliation(s)
- Nengak P. Danladi
- Global Health Infectious Diseases and Control Institute, Nasarawa State University Keffi, RWR4+H9P, Keffi 961101, Nigeria
- African Community for Systematic Review and Meta-Analysis, 172 Akai Efa, MCC Road, Calabar 540211, Cross River State, Nigeria
| | - Progress Agboola
- Department of Medicine and Surgery, Ladoke Akintola University of Technology, Ogbomoso 210214, Nigeria; (P.A.); (P.O.)
| | - Peter Olaniyi
- Department of Medicine and Surgery, Ladoke Akintola University of Technology, Ogbomoso 210214, Nigeria; (P.A.); (P.O.)
| | - Solomon Eze
- Department of Biochemistry, Abia State University, Uturu 441103, Nigeria;
| | | | - Danielle Obiwulu
- College of Medicine, University of Lagos, Lagos 102216, Nigeria;
| | | | | | - Khaliq Olawale
- Department of Medical Rehabilitation, College of Health Sciences, Obafemi Awolowo University, Ile-Ife 220103, Nigeria;
| | | | - Agboola Peace
- Seventh-Day Adventist College of Nursing, Ile-Ife 220103, Nigeria;
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Protopapas K, Dimopoulou D, Kalesis N, Akinosoglou K, Moschopoulos CD. Mpox and Lessons Learned in the Light of the Recent Outbreak: A Narrative Review. Viruses 2024; 16:1620. [PMID: 39459952 PMCID: PMC11512351 DOI: 10.3390/v16101620] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2024] [Revised: 10/11/2024] [Accepted: 10/15/2024] [Indexed: 10/28/2024] Open
Abstract
According to the WHO, more than 90,000 cases of mpox have been reported since the 2022 worldwide outbreak, which resulted in 167 deaths, while a new outbreak in Africa since 2023 has resulted in over 18,000 cases and 617 deaths. Mpox is a zoonosis caused by the monkeypox virus, a double-stranded DNA virus belonging to the Orthopoxvirus genus, which causes smallpox-like illness. Until 2022, cases were predominately located in West and Central Africa, with only sporadic cases and outbreaks reported in other parts of the world. During the 2022 outbreak, the primary mode of transmission was sexual contact among men who have sex with men. The changing epidemiology of mpox resulted in new disease phenotypes and populations at risk, disproportionally affecting people who live with HIV. Commonly presenting as a mild, self-limiting illness, mpox can cause severe and protracted disease in people with HIV with a CD4 count < 200 cell/mm3. The global emergence of mpox that followed and intersected with COVID-19 mobilized the scientific community and healthcare stakeholders to provide accurate diagnostics, preventive vaccines and treatment to those most affected. Despite existing gaps, this rapid response helped to contain the outbreak, but challenges remain as new variants emerge. Preparedness and readiness to respond to the next outbreak is crucial in order to minimize the impact to the most vulnerable.
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Affiliation(s)
- Konstantinos Protopapas
- Fourth Department of Internal Medicine, Attikon University Hospital, School of Medicine, National and Kapodistrian University of Athens, 12462 Athens, Greece; (K.P.); (C.D.M.)
| | - Dimitra Dimopoulou
- Second Department of Pediatrics, “Aghia Sophia” Children’s Hospital, 11527 Athens, Greece;
| | - Nikolaos Kalesis
- Dermatology Department, General Hospital of Nikaia-Piraeus ‘Agios Panteleimon’, General Hospital of West Attica ‘Agia Varvara’, 12351 Athens, Greece;
| | | | - Charalampos D. Moschopoulos
- Fourth Department of Internal Medicine, Attikon University Hospital, School of Medicine, National and Kapodistrian University of Athens, 12462 Athens, Greece; (K.P.); (C.D.M.)
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Gashema P, Musafiri T, Ndahimana F, Iradukunda H, Saramba E, Nyakatswau ST, Gahamanyi N, Iradukunda PG, Ahmed A, Dzinamarira T, Muvunyi CM. Mpox in East Africa: Learning from COVID-19 and Ebola to Strengthen Public Health Responses. Viruses 2024; 16:1578. [PMID: 39459912 PMCID: PMC11512314 DOI: 10.3390/v16101578] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2024] [Revised: 10/04/2024] [Accepted: 10/05/2024] [Indexed: 10/28/2024] Open
Abstract
The Africa Centers for Disease Control and Prevention declared mpox a Public Health Emergency of Continental Security (PHECS) in Africa. African public health systems have moved to mobilize a response against a backdrop of inherent significant challenges. With this commentary, we discuss how lessons from past public health emergencies, particularly COVID-19 and Ebola outbreaks, have prepared the region for improved disease surveillance, rapid response strategies, and effective public health communication and how these lessons can be applied to the mpox response, emphasizing the importance of strong healthcare infrastructure, effective data sharing, community engagement, targeted interventions, and robust contact tracing. Additionally, addressing misinformation and building public trust are crucial for controlling the spread of any disease. By leveraging these strategies, African countries can enhance their response to mpox. This includes improving diagnostic capabilities, strengthening cross-border collaborations, and prioritizing vaccination campaigns where needed. Ultimately, by applying the hard-earned lessons from the COVID-19 pandemic and Ebola outbreak, the East Africa region can better address the challenges posed by mpox and safeguard public health.
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Affiliation(s)
- Pierre Gashema
- Department of Research, Repolicy Research Centre, Kigali P.O. Box 7584, Rwanda
- Centre for Genomic Biology, INES Ruhengeri, Ruhengeri P.O. Box 155, Rwanda
| | | | - Felix Ndahimana
- Laboratory of Entomology, Wageningen University and Research, Droevendaalsesteeg 4, 6708 PB Wageningen, The Netherlands
- College of Medicine and Health Sciences, University of Rwanda, Kigali P.O. Box 4285, Rwanda
| | - Hyppolyte Iradukunda
- College of Medicine and Health Sciences, University of Rwanda, Kigali P.O. Box 4285, Rwanda
| | - Eric Saramba
- Department of Research, Repolicy Research Centre, Kigali P.O. Box 7584, Rwanda
- College of Medicine and Health Sciences, University of Rwanda, Kigali P.O. Box 4285, Rwanda
| | - Stuart T. Nyakatswau
- Research and Development Department, Wastinnova Pvt Ltd., 5/39 Strachan St, Harare, Zimbabwe
| | | | - Patrick Gad Iradukunda
- Department of Research, Repolicy Research Centre, Kigali P.O. Box 7584, Rwanda
- Drugs Department, Rwanda Food and Drugs Authority, Kigali P.O. Box 1948, Rwanda
| | - Ayman Ahmed
- Faculty of Science, University of Basel, Petersplatz 1, Basel P.O. Box 4001, Switzerland
- Institute of Endemic Diseases, University of Khartoum, Khartoum 11111, Sudan
| | - Tafadzwa Dzinamarira
- ICAP Columbia University, Lusaka, Zambia
- School of Health Systems and Public Health, University of Pretoria, Pretoria 0002, South Africa
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Gilmore JP, Noone C, Sibandze BT, Field DJ. What nurses can learn from the Mpox public health emergency of international concern. J Adv Nurs 2024; 80:4333-4336. [PMID: 38476097 DOI: 10.1111/jan.16157] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2024] [Accepted: 03/05/2024] [Indexed: 03/14/2024]
Affiliation(s)
- John P Gilmore
- School of Nursing, Midwifery and Health Systems, University College Dublin, Dublin, Ireland
| | - Chris Noone
- School of Psychology, University of Galway, Galway, Ireland
| | - Bongani T Sibandze
- School of Nursing, Midwifery and Health Systems, University College Dublin, Dublin, Ireland
| | - David J Field
- Gay Men's Health Service, Health Service Executive, Dublin, Ireland
- Department of Applied Health Science, University of Aberdeen, Aberdeen, UK
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10
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Musuka G, Moyo E, Tungwarara N, Mhango M, Pierre G, Saramba E, Iradukunda PG, Dzinamarira T. A critical review of mpox outbreaks, risk factors, and prevention efforts in Africa: lessons learned and evolving practices. IJID REGIONS 2024; 12:100402. [PMID: 39157420 PMCID: PMC11326932 DOI: 10.1016/j.ijregi.2024.100402] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 04/16/2024] [Revised: 06/30/2024] [Accepted: 07/02/2024] [Indexed: 08/20/2024]
Abstract
OBJECTIVES In recent years, mpox, a zoonotic disease caused by the mpox virus, has transcended its primary association with Central and West Africa, emerging as a global public health concern. The virus poses a substantial threat, particularly, to vulnerable demographics such as young children and individuals with compromised immune systems. This critical literature review aimed to comprehensively evaluate the burden, risk factors, and current management strategies associated with mpox in Africa. METHODS This critical literature review was guided by Jesson & Laccy's guidelines on conducting critical literature reviews. We searched PubMed and Google Scholar databases and websites of the World Health Organization and health ministries in different African countries. We included articles written in English and published between 2010 and 2023. The synthesis of findings involved several steps, including summarizing themes, integrating themes, and linking themes to research questions. RESULTS A total of 25 articles were included in this review. The review revealed that mpox cases are concentrated in Central African countries. The risk factors for mpox identified include being in contact with bushmeat or rodents, not having been vaccinated against smallpox, being HIV-positive, and having close physical contact with someone with the disease. The clinical presentation of mpox revealed in this review includes a skin rash, fever, lymphadenopathy, headache, pruritus, sore throat, and body aches. Four themes arose on strategies to prevent and control mpox in Africa. CONCLUSIONS The prevention and control of mpox in Africa require an improvement in community education, vaccination, disease surveillance, and infection control measures.
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Affiliation(s)
- Godfrey Musuka
- Innovative Public Health and Development Solutions, Harare, Zimbabwe
| | - Enos Moyo
- University of Zimbabwe, Harare, Zimbabwe
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Das HK. Exploring the dynamics of monkeypox transmission with data-driven methods and a deterministic model. FRONTIERS IN EPIDEMIOLOGY 2024; 4:1334964. [PMID: 38840980 PMCID: PMC11150605 DOI: 10.3389/fepid.2024.1334964] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/08/2023] [Accepted: 04/01/2024] [Indexed: 06/07/2024]
Abstract
Introduction Mpox (formerly monkeypox) is an infectious disease that spreads mostly through direct contact with infected animals or people's blood, bodily fluids, or cutaneous or mucosal lesions. In light of the global outbreak that occurred in 2022-2023, in this paper, we analyzed global Mpox univariate time series data and provided a comprehensive analysis of disease outbreaks across the world, including the USA with Brazil and three continents: North America, South America, and Europe. The novelty of this study is that it delved into the Mpox time series data by implementing the data-driven methods and a mathematical model concurrently-an aspect not typically addressed in the existing literature. The study is also important because implementing these models concurrently improved our predictions' reliability for infectious diseases. Methods We proposed a traditional compartmental model and also implemented deep learning models (1D- convolutional neural network (CNN), long-short term memory (LSTM), bidirectional LSTM (BiLSTM), hybrid CNN-LSTM, and CNN-BiLSTM) as well as statistical time series models: autoregressive integrated moving average (ARIMA) and exponential smoothing on the Mpox data. We also employed the least squares method fitting to estimate the essential epidemiological parameters in the proposed deterministic model. Results The primary finding of the deterministic model is that vaccination rates can flatten the curve of infected dynamics and influence the basic reproduction number. Through the numerical simulations, we determined that increased vaccination among the susceptible human population is crucial to control disease transmission. Moreover, in case of an outbreak, our model showed the potential for epidemic control by adjusting the key epidemiological parameters, namely the baseline contact rate and the proportion of contacts within the human population. Next, we analyzed data-driven models that contribute to a comprehensive understanding of disease dynamics in different locations. Additionally, we trained models to provide short-term (eight-week) predictions across various geographical locations, and all eight models produced reliable results. Conclusion This study utilized a comprehensive framework to investigate univariate time series data to understand the dynamics of Mpox transmission. The prediction showed that Mpox is in its die-out situation as of July 29, 2023. Moreover, the deterministic model showed the importance of the Mpox vaccination in mitigating the Mpox transmission and highlighted the significance of effectively adjusting key epidemiological parameters during outbreaks, particularly the contact rate in high-risk groups.
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Affiliation(s)
- Haridas K. Das
- Department of Mathematics, Oklahoma State University, Stillwater, OK, United States
- Department of Mathematics, Dhaka University, Dhaka, Bangladesh
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Mercy K, Tibebu B, Fallah M, Faria NR, Ndembi N, Tebeje YK. Mpox continues to spread in Africa and threatens global health security. Nat Med 2024; 30:1225-1226. [PMID: 38472296 PMCID: PMC11586445 DOI: 10.1038/s41591-024-02862-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/14/2024]
Affiliation(s)
- Kyeng Mercy
- Africa Centres for Disease Control and Prevention, Addis Ababa, Ethiopia
| | - Bethelhem Tibebu
- Africa Centres for Disease Control and Prevention, Addis Ababa, Ethiopia
| | - Mosoka Fallah
- Africa Centres for Disease Control and Prevention, Addis Ababa, Ethiopia
| | - Nuno R Faria
- MRC Centre for Global Infectious Disease Analysis, School of Public Health, Imperial College London, London, UK
| | - Nicaise Ndembi
- Africa Centres for Disease Control and Prevention, Addis Ababa, Ethiopia.
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Iroezindu MO, Crowell TA, Ogoina D, Yinka-Ogunleye A. Human Mpox in People Living with HIV: Epidemiologic and Clinical Perspectives from Nigeria. AIDS Res Hum Retroviruses 2023; 39:593-600. [PMID: 37646422 DOI: 10.1089/aid.2023.0034] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/01/2023] Open
Abstract
Sub-Saharan Africa (SSA) is disproportionately affected by mpox and HIV. We described epidemiologic trends and clinical experiences in the management of mpox in people living with HIV (PLWH) in Nigeria and further examined how the rapidly accumulating body of knowledge from the 2022 global mpox outbreak might be explored to improve mpox care in PLWH in SSA. During the 2017/2018 Nigerian mpox outbreak, we reported that 9/40 (22.5%) hospitalized mpox patients with known HIV status were PLWH. In the 2022 global mpox outbreak, 52% of confirmed mpox cases with known HIV status were PLWH, predominantly sexual and gender minority groups. However, substantial missing data on HIV status of confirmed mpox cases highlights a critical gap in HIV testing as a component of mpox management. Before 2022, sexual activity was not commonly linked to mpox transmission, but this was identified as a major driver of transmission during the 2022 mpox outbreak. Notable sexual history observed in Nigerian mpox patients in 2017/2018 suggests that the contribution of sexual activity in human-to-human mpox transmission might have been underappreciated for years. Our cohort of PLWH with mpox, predominantly individuals with advanced or uncontrolled HIV, were significantly more likely to experience severe mpox manifestations and prolonged disease compared with those without HIV. This contrasts with the generally less remarkable differences in mpox presentation between people with and without HIV in Western countries, an observation that can be at least partially explained by more stable HIV disease. The unavailability of mpox antiviral drugs and vaccines in SSA highlights global inequity in mpox response, which requires an urgent attention. As mpox countermeasures become available in SSA, lessons learned from their use in Western countries could provide important guidance for care providers in SSA. Public health measures to mitigate stigmatization in PLWH with mpox is also critical.
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Affiliation(s)
- Michael O Iroezindu
- Clinical Research Center, HJF Medical Research International, Abuja, Nigeria
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, Maryland, USA
| | - Trevor A Crowell
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, Maryland, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, Maryland, USA
| | - Dimie Ogoina
- Infectious Disease Unit, Niger Delta University Teaching Hospital, Okolobiri, Nigeria
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14
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Lee SS, Bockarie MJ, Al-Tawfiq JA. Was the public health emergency status of mpox ended too soon? Int J Infect Dis 2023; 134:301-302. [PMID: 37550010 DOI: 10.1016/j.ijid.2023.06.024] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/09/2023] Open
Affiliation(s)
- Shui-Shan Lee
- International Society for Infectious Diseases; Stanley Ho Centre for Emerging Infectious Diseases, The Chinese University of Hong Kong, Shatin, Hong Kong; S.H. Ho Research Centre for Infectious Diseases, The Chinese University of Hong Kong, Shatin, Hong Kong.
| | - Moses John Bockarie
- International Society for Infectious Diseases; School of Community Health Sciences, Njala University, Sierra Leone
| | - Jaffar A Al-Tawfiq
- International Society for Infectious Diseases; Infectious Disease Unit, Specialty Internal Medicine, Johns Hopkins Aramco Healthcare, Dhahran, Saudi Arabia; Department of Medicine, Infectious Disease Division, Indiana University School of Medicine, Indianapolis, USA; Department of Medicine, Infectious Disease Division, Johns Hopkins University School of Medicine, Baltimore, MD, USA
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15
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Wong NS, Wong BCK, Lee MP, Tsang OTY, Cheung DKF, Sit AYW, Wong SYS, Lee SS. Mpox vaccination for men who have sex with men and their differential risk of exposure and infection. Hum Vaccin Immunother 2023; 19:2252263. [PMID: 37649367 PMCID: PMC10472867 DOI: 10.1080/21645515.2023.2252263] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2023] [Revised: 08/05/2023] [Accepted: 08/23/2023] [Indexed: 09/01/2023] Open
Abstract
Following the post-COVID-19 reopening of the society with enhanced traveling between countries, people at risk of mpox infection, notably men who have sex with men (MSM) and people living with HIV, are facing increasing threat of virus exposure. Mpox vaccination is an important public health strategy which is provided free in Hong Kong to people at higher risk of infection. Between October 2022 and January 2023, 326 and 184 MSM vaccinees from vaccination sites and HIV specialist clinics in Hong Kong, respectively, were recruited for assessing their infection risks. Apart from the urge to protect one's significant others (68%), 45% were worried about the stigmatizing mpox symptoms if infected. Compared with MSM vaccinees at vaccination site, a lower proportion of MSM vaccinees in HIV care were sexually active in the past 6 months (88% vs 97%), but a higher proportion had recent sexually transmitted infection diagnoses (19% vs 10%) and perceived considerable exposure risk in the following 6 months (40% vs 22%). There were no differences in the perceived effectiveness of mpox vaccination. If optimal supplies of mpox vaccines can be secured, a low threshold approach at vaccination site could enable MSM with different levels of behavioral risks to become protected.
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Affiliation(s)
- Ngai Sze Wong
- Stanley Ho Centre for Emerging Infectious Diseases, The Chinese University of Hong Kong, Hong Kong, China
- S.H. Ho Research Centre for Infectious Diseases, The Chinese University of Hong Kong, Hong Kong, China
- The JC School of Public Health and Primary Care, The Chinese University of Hong Kong, Hong Kong, China
| | - Bonnie Chun-Kwan Wong
- Special Preventive Programme, Centre for Health Protection, Department of Health, Hong Kong Special Administrative Region Government, Hong Kong, China
| | - Man-Po Lee
- Department of Medicine, Queen Elizabeth Hospital, Hong Kong, China
| | - Owen Tak-Yin Tsang
- Department of Medicine and Geriatrics, Princess Margaret Hospital, Hong Kong, China
| | - Danny King Fai Cheung
- Special Preventive Programme, Centre for Health Protection, Department of Health, Hong Kong Special Administrative Region Government, Hong Kong, China
| | - Alfred Yao-Wai Sit
- Special Preventive Programme, Centre for Health Protection, Department of Health, Hong Kong Special Administrative Region Government, Hong Kong, China
| | - Samuel Yeung-Shan Wong
- The JC School of Public Health and Primary Care, The Chinese University of Hong Kong, Hong Kong, China
| | - Shui-Shan Lee
- Stanley Ho Centre for Emerging Infectious Diseases, The Chinese University of Hong Kong, Hong Kong, China
- S.H. Ho Research Centre for Infectious Diseases, The Chinese University of Hong Kong, Hong Kong, China
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