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Christodoulidou MM, Mabbott NA. Efficacy of smallpox vaccines against Mpox infections in humans. IMMUNOTHERAPY ADVANCES 2023; 3:ltad020. [PMID: 37886620 PMCID: PMC10598838 DOI: 10.1093/immadv/ltad020] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2023] [Accepted: 10/05/2023] [Indexed: 10/28/2023] Open
Abstract
The Mpox virus (MPXV) is endemic in certain countries in Central and West Africa, where several mammalian species, especially rodents, are natural reservoirs. However, the MPXV can infect nonhuman primates and cause zoonotic infections in humans after close contact with an infected animal. Human-to-human transmission of MPXV can also occur through direct close contact with an infected individual or infected materials. In May 2022 an initial cluster of human Mpox cases was identified in the UK, with the first case confirmed in a patient who had recently travelled to Nigeria. The infection subsequently spread via human-to-human transmission within the UK and Mpox cases began to appear in many other countries around the world where the MPXV is not endemic. No specific treatments for MPXV infection in humans are available. However, data from studies undertaken in Zaire in the 1980s revealed that those with a history of smallpox vaccination during the global smallpox eradication campaign also had good cross-protection against MPXV infection. However, the vaccines used during the global eradication campaign are no longer available. During the 2022 global Mpox outbreak over a million doses of the Modified Vaccinia Ankara-Bavarian Nordic (MVA-BN) smallpox vaccine were offered either as pre or postexposure prophylaxis to those at high risk of MPXV infection. Here, we review what has been learned about the efficacy of smallpox vaccines in reducing the incidence of MPXV infections in high-risk close contacts.
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Affiliation(s)
| | - Neil A Mabbott
- The Roslin Institute & Royal (Dick) School of Veterinary Studies, University of Edinburgh, Easter Bush, Midlothian, UK
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Cornelisse VJ, Heath-Paynter D, Delpech V, Read P, Apostolellis A, Medland NA, MacIntyre CR, Giola M, Kidd M. How Australia and Aotearoa New Zealand avoided large-scale mpox (formerly monkeypox) outbreaks in 2022-2023. Intern Med J 2023; 53:1732-1738. [PMID: 37859543 DOI: 10.1111/imj.16236] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2023] [Accepted: 09/06/2023] [Indexed: 10/21/2023]
Affiliation(s)
- Vincent J Cornelisse
- Sydney Local Health District and Northern Sydney Local Health District, NSW Health, New South Wales, Sydney, Australia
- ASHM (the Australasian Society for HIV, Viral Hepatitis and Sexual Health Medicine), Sydney, New South Wales, Australia
- The Kirby Institute, UNSW Sydney, Sydney, New South Wales, Australia
- Monash University, Melbourne, Victoria, Australia
| | - Dash Heath-Paynter
- The Kirby Institute, UNSW Sydney, Sydney, New South Wales, Australia
- Health Equity Matters, Sydney, New South Wales, Australia
| | - Valerie Delpech
- Mid North Coast Local Health District, Port Macquarie, New South Wales, Australia
| | - Phillip Read
- The Kirby Institute, UNSW Sydney, Sydney, New South Wales, Australia
- South Eastern Sydney Local Health District, Sydney, New South Wales, Australia
| | - Alexis Apostolellis
- ASHM (the Australasian Society for HIV, Viral Hepatitis and Sexual Health Medicine), Sydney, New South Wales, Australia
| | - Nicholas A Medland
- ASHM (the Australasian Society for HIV, Viral Hepatitis and Sexual Health Medicine), Sydney, New South Wales, Australia
- The Kirby Institute, UNSW Sydney, Sydney, New South Wales, Australia
| | - C Raina MacIntyre
- The Kirby Institute, UNSW Sydney, Sydney, New South Wales, Australia
| | - Massimo Giola
- Te Whatu Ora - Hauora a Toi and Lakes Districts, Aotearoa, New Zealand
| | - Michael Kidd
- Centre for Future Health Systems, University of New South Wales, Sydney, New South Wales, Australia
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
- College of Health and Medicine, The Australian National University, Canberra, Australian Capital Territory, Australia
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53
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Li E, Guo X, Hong D, Gong Q, Xie W, Li T, Wang J, Chuai X, Chiu S. Duration of humoral immunity from smallpox vaccination and its cross-reaction with Mpox virus. Signal Transduct Target Ther 2023; 8:350. [PMID: 37709783 PMCID: PMC10502045 DOI: 10.1038/s41392-023-01574-6] [Citation(s) in RCA: 22] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2023] [Revised: 06/11/2023] [Accepted: 07/26/2023] [Indexed: 09/16/2023] Open
Abstract
The ongoing pandemic caused by mpox virus (MPXV) has become an international public health emergency that poses a significant threat to global health. The vaccinia virus Tiantan strain (VTT) was used to vaccinate against smallpox in China 42 years ago. It is urgent to assess the level of immunity to smallpox in individuals vaccinated 43 or more years ago and evaluate their immunological susceptibility to MPXV. Here, we recruited 294 volunteers and detected the level of residual humoral immunity, including the vaccinia-specific IgG level and neutralizing antibody titer, and the cross-antibodies of MPXV A29L, B6R, A35R, and M1R. Our results showed that the humoral immunity from the smallpox vaccine in the population still remains, and VTT-specific NAb levels wane with age. The majority of the population pre-1981 who should be immunized with VTT still maintains certain levels of MPXV-specific antibodies, in particular, targeting A35R and B6R antigens. Furthermore, we separately analyzed the correlations between the OD450 values of VTT-specific IgG and A35R-specific IgG, B6R-specific IgG, and A29L-specific IgG with plasma samples diluted 1:40, showing a linear correlation (p < 0.0001). Our findings suggest that most Chinese populations still maintain VTT-specific IgG antibodies for 42 or more years after smallpox vaccination and could provide some level of protection against MPXV.
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Affiliation(s)
- Entao Li
- Department of Laboratory Medicine, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, China
- Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, China
| | - Xiaoping Guo
- Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, China
| | - Dongxiang Hong
- Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, China
| | - Qizan Gong
- Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, China
| | - Wenyu Xie
- Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, China
| | - Tingting Li
- Department of Clinical Laboratory, First Affiliated Hospital of Anhui Medical University, Hefei, Anhui, China
| | - Jian Wang
- Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, China.
| | - Xia Chuai
- State Key Laboratory of Virology, Wuhan Institute of Virology, Center for Biosafety Mega Science, Chinese Academy of Sciences, Wuhan, Hubei, China.
| | - Sandra Chiu
- Department of Laboratory Medicine, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, China.
- Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, China.
- Core Unit of National Clinical Research Center for Laboratory Medicine, Hefei, Anhui, China.
- Key Laboratory of Anhui Province for Emerging and Reemerging Infectious Diseases, Hefei, Anhui, China.
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Bardhan M, Ray I, Roy S, Bhatt P, Patel S, Asri S, Shariff S, Shree A, Mitra S, Roy P, Anand A. Emerging zoonotic diseases and COVID-19 pandemic: global Perspective and Indian Scenario. Ann Med Surg (Lond) 2023; 85:3997-4004. [PMID: 37554903 PMCID: PMC10406085 DOI: 10.1097/ms9.0000000000001057] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2023] [Accepted: 07/02/2023] [Indexed: 08/10/2023] Open
Abstract
The current coronavirus disease 2019 (COVID-19) pandemic is one example of the scores of zoonotic diseases responsible for various outbreaks resulting in the deaths of millions of people for centuries. The COVID-19 pandemic has broken the age-old healthcare infrastructure and led to utter chaos. In the shadow of this pandemic, other zoonotic infections like the nipah virus, monkeypox, and langya virus, to name a few, have been neglected. Hence, outbreaks caused by such zoonotic viruses are rising in their endemic areas, like the Indian subcontinent. The mortality and morbidity due to such zoonoses are greater than usual due to the shortage of healthcare professionals caused by the COVID-19 crisis. Due to the lack of vaccines and therapeutics directed against this viral infection, treatment of patients is limited to supportive management and prevention, making preparedness for these potential zoonotic viral outbreaks essential. This paper highlights some of these zoonotic infections, which perpetuated and wreaked havoc while the world was occupied with containing the COVID-19 pandemic.
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Affiliation(s)
- Mainak Bardhan
- Indian Council of Medical Research, New Delhi
- Miami Cancer Institute, Baptist Health, South Florida, USA
| | - Ishita Ray
- Mahatma Gandhi Memorial Medical College, Indore
| | | | | | | | - Sucharu Asri
- SGT Medical College Hospital and Research Institute, Haryana
| | | | - Anagha Shree
- SGT Medical College Hospital and Research Institute, Haryana
| | - Saloni Mitra
- OO Bogomolets National Medical University, Kyiv, Ukraine
| | - Priyanka Roy
- Department of Labor, Government of West Bengal, Kolkatta, West Bengal, India
| | - Ayush Anand
- B. P. Koirala Institute of Health Sciences, Dharan, Nepal
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Precious ND, Agboola P, Oluwatimilehin O, Olakunle OK, Olaniyi P, Adiatu AI, Olusogo AP, Obiwulu DJ, Adeola OA, Ebubechukwu ES, Oluwakayode AM, Akano OS, Kolawole QO. Re-emergence of monkeypox virus outbreak in Nigeria: epidemic preparedness and response (Review-Commentary). Ann Med Surg (Lond) 2023; 85:3990-3996. [PMID: 37554898 PMCID: PMC10406091 DOI: 10.1097/ms9.0000000000001069] [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: 02/23/2023] [Accepted: 07/02/2023] [Indexed: 08/10/2023] Open
Abstract
The re-emergence of the monkeypox virus has come with many burdens on nations. This is partly after the effects of the coronavirus disease 2019 virus is subsiding. The burden of the monkeypox virus is seen even more in developing and third-world countries. Beyond the monkeypox virus re-emergence, there have also been several other viruses within the world and in Nigeria. This study assessed Nigeria's preparedness and response to the re-emergence of the monkeypox virus. The Nigerian Government showed its preparedness in the fight against the monkeypox virus by bringing together both Human and Animal Health Sectors. It ensured interventions and programs were created. Among these is Surveillance Outbreak, Response, Management, and Analysis System, a Surveillance and monitoring intervention to manage any outbreak. A second intervention is the Emergency Operation Center. It is recommended that vaccines should be made available, personnel should be adequately trained, and improved diagnostics equipment be made available. Nigeria has had cases of the monkeypox virus, and we wanted to see how far it has come in its preparedness and how it will respond if the need arises. This study reviewed existing literature on Nigeria's battle against the monkeypox virus in times past, the actions taken, and the programs developed.
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Zahmatyar M, Fazlollahi A, Motamedi A, Zolfi M, Seyedi F, Nejadghaderi SA, Sullman MJM, Mohammadinasab R, Kolahi AA, Arshi S, Safiri S. Human monkeypox: history, presentations, transmission, epidemiology, diagnosis, treatment, and prevention. Front Med (Lausanne) 2023; 10:1157670. [PMID: 37547598 PMCID: PMC10397518 DOI: 10.3389/fmed.2023.1157670] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Accepted: 07/03/2023] [Indexed: 08/08/2023] Open
Abstract
Human monkeypox is a zoonotic infection that is similar to the diseases caused by other poxviruses. It is endemic among wild rodents in the rainforests of Central and Western Africa, and can be transmitted via direct skin contact or mucosal exposure to infected animals. The initial symptoms include fever, headache, myalgia, fatigue, and lymphadenopathy, the last of which is the main symptom that distinguishes it from smallpox. In order to prevent and manage the disease, those who are infected must be rapidly diagnosed and isolated. Several vaccines have already been developed (e.g., JYNNEOS, ACAM2000 and ACAM3000) and antiviral drugs (e.g., cidofovir and tecovirimat) can also be used to treat the disease. In the present study, we reviewed the history, morphology, clinical presentations, transmission routes, diagnosis, prevention, and potential treatment strategies for monkeypox, in order to enable health authorities and physicians to better deal with this emerging crisis.
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Affiliation(s)
- Mahdi Zahmatyar
- Student Research Committee, Tabriz University of Medical Sciences, Tabriz, Iran
- Neurosciences Research Center, Aging Research Institute, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Asra Fazlollahi
- Neurosciences Research Center, Aging Research Institute, Tabriz University of Medical Sciences, Tabriz, Iran
- Tuberculosis and Lung Diseases Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Alireza Motamedi
- Neurosciences Research Center, Aging Research Institute, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Maedeh Zolfi
- Neurosciences Research Center, Aging Research Institute, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Fatemeh Seyedi
- Neurosciences Research Center, Aging Research Institute, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Seyed Aria Nejadghaderi
- Aging Research Institute, Tabriz University of Medical Sciences, Tabriz, Iran
- Systematic Review and Meta-analysis Expert Group (SRMEG), Universal Scientific Education and Research Network (USERN), Tehran, Iran
| | - Mark J. M. Sullman
- Department of Life and Health Sciences, University of Nicosia, Nicosia, Cyprus
- Department of Social Sciences, University of Nicosia, Nicosia, Cyprus
| | - Reza Mohammadinasab
- Department of History of Medicine, School of Traditional Medicine, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Ali-Asghar Kolahi
- Social Determinants of Health Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Shahnam Arshi
- Social Determinants of Health Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Saeid Safiri
- Clinical Research Development Unit of Tabriz Valiasr Hospital, Tabriz University of Medical Sciences, Tabriz, Iran
- Social Determinants of Health Research Center, Department of Community Medicine, Faculty of Medicine, Tabriz University of Medical Sciences, Tabriz, Iran
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Alharbi AH, Towfek SK, Abdelhamid AA, Ibrahim A, Eid MM, Khafaga DS, Khodadadi N, Abualigah L, Saber M. Diagnosis of Monkeypox Disease Using Transfer Learning and Binary Advanced Dipper Throated Optimization Algorithm. Biomimetics (Basel) 2023; 8:313. [PMID: 37504202 PMCID: PMC10807651 DOI: 10.3390/biomimetics8030313] [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: 05/18/2023] [Revised: 07/03/2023] [Accepted: 07/12/2023] [Indexed: 07/29/2023] Open
Abstract
The virus that causes monkeypox has been observed in Africa for several years, and it has been linked to the development of skin lesions. Public panic and anxiety have resulted from the deadly repercussions of virus infections following the COVID-19 pandemic. Rapid detection approaches are crucial since COVID-19 has reached a pandemic level. This study's overarching goal is to use metaheuristic optimization to boost the performance of feature selection and classification methods to identify skin lesions as indicators of monkeypox in the event of a pandemic. Deep learning and transfer learning approaches are used to extract the necessary features. The GoogLeNet network is the deep learning framework used for feature extraction. In addition, a binary implementation of the dipper throated optimization (DTO) algorithm is used for feature selection. The decision tree classifier is then used to label the selected set of features. The decision tree classifier is optimized using the continuous version of the DTO algorithm to improve the classification accuracy. Various evaluation methods are used to compare and contrast the proposed approach and the other competing methods using the following metrics: accuracy, sensitivity, specificity, p-Value, N-Value, and F1-score. Through feature selection and a decision tree classifier, the following results are achieved using the proposed approach; F1-score of 0.92, sensitivity of 0.95, specificity of 0.61, p-Value of 0.89, and N-Value of 0.79. The overall accuracy of the proposed methodology after optimizing the parameters of the decision tree classifier is 94.35%. Furthermore, the analysis of variation (ANOVA) and Wilcoxon signed rank test have been applied to the results to investigate the statistical distinction between the proposed methodology and the alternatives. This comparison verified the uniqueness and importance of the proposed approach to Monkeypox case detection.
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Affiliation(s)
- Amal H. Alharbi
- Department of Computer Sciences, College of Computer and Information Sciences, Princess Nourah bint Abdulrahman University, P.O. Box 84428, Riyadh 11671, Saudi Arabia
| | - S. K. Towfek
- Computer Science and Intelligent Systems Research Center, Blacksburg, VA 24060, USA
- Department of Communications and Electronics, Delta Higher Institute of Engineering and Technology, Mansoura 35111, Egypt
| | - Abdelaziz A. Abdelhamid
- Department of Computer Science, College of Computing and Information Technology, Shaqra University, Shaqra 11961, Saudi Arabia
- Department of Computer Science, Faculty of Computer and Information Sciences, Ain Shams University, Cairo 11566, Egypt
| | - Abdelhameed Ibrahim
- Computer Engineering and Control Systems Department, Faculty of Engineering, Mansoura University, Mansoura 35516, Egypt
| | - Marwa M. Eid
- Faculty of Artificial Intelligence, Delta University for Science and Technology, Mansoura P.O. Box 11152, Egypt
| | - Doaa Sami Khafaga
- Department of Computer Sciences, College of Computer and Information Sciences, Princess Nourah bint Abdulrahman University, P.O. Box 84428, Riyadh 11671, Saudi Arabia
| | - Nima Khodadadi
- Department of Civil and Architectural Engineering, University of Miami, Coral Gables, FL 33146, USA
| | - Laith Abualigah
- Computer Science Department, Prince Hussein Bin Abdullah Faculty for Information Technology, Al al-Bayt University, Mafraq 25113, Jordan
- Department of Electrical and Computer Engineering, Lebanese American University, Byblos 13-5053, Lebanon
- Hourani Center for Applied Scientific Research, Al-Ahliyya Amman University, Amman 19328, Jordan
- MEU Research Unit, Middle East University, Amman 11831, Jordan
- Applied Science Research Center, Applied Science Private University, Amman 11931, Jordan
- School of Computer Sciences, Universiti Sains Malaysia, Gelugor 11800, Malaysia
- School of Engineering and Technology, Sunway University Malaysia, Petaling Jaya 27500, Malaysia
| | - Mohamed Saber
- Electronics and Communications Engineering Department, Faculty of Engineering, Delta University for Science and Technology, Mansoura P.O. Box 11152, Egypt
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Mellou K, Tryfinopoulou K, Pappa S, Gkolfinopoulou K, Papanikou S, Papadopoulou G, Vassou E, Kostaki EG, Papadima K, Mouratidou E, Tsintziloni M, Siafakas N, Florou Z, Katsoulidou A, Sapounas S, Sourvinos G, Pournaras S, Petinaki E, Goula M, Paparizos V, Papa A, Zaoutis T, Paraskevis D. Overview of Mpox Outbreak in Greece in 2022-2023: Is It Over? Viruses 2023; 15:1384. [PMID: 37376683 PMCID: PMC10303940 DOI: 10.3390/v15061384] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2023] [Revised: 06/11/2023] [Accepted: 06/14/2023] [Indexed: 06/29/2023] Open
Abstract
In May 2022, for the first time, multiple cases of mpox were reported in several non-endemic countries. The first ever case of the disease in Greece was confirmed on 8 June 2022, and a total of 88 cases were reported in the country until the end of April 2023. A multidisciplinary response team was established by the Greek National Public Health Organization (EODY) to monitor and manage the situation. EODY's emergency response focused on enhanced surveillance, laboratory testing, contact tracing, medical countermeasures, and the education of health care providers and the public. Even though management of cases was considered successful and the risk from the disease was downgraded, sporadic cases continue to occur. Here, we provide epidemiological and laboratory features of the reported cases to depict the course of the disease notification rate. Our results suggest that measures for raising awareness as well as vaccination of high-risk groups of the population should be continued.
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Affiliation(s)
| | - Kyriaki Tryfinopoulou
- National Public Health Organization, 15123 Athens, Greece
- Central Public Health Laboratory, 16672 Athens, Greece
| | - Styliani Pappa
- Department of Microbiology, Medical School, Faculty of Health Sciences, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece
| | | | | | | | - Evangelia Vassou
- National Public Health Organization, 15123 Athens, Greece
- Central Public Health Laboratory, 16672 Athens, Greece
| | - Evangelia-Georgia Kostaki
- Department of Hygiene, Epidemiology and Medical Statistics, Medical School, Kapodistrian University of Athens, 11527 Athens, Greece
| | | | | | | | - Nikolaos Siafakas
- Clinical Microbiology Laboratory, Attikon General University Hospital of Athens, 12462 Athens, Greece
| | - Zoi Florou
- Department of Medical Biopathology, Faculty of Medicine, University of Thessaly, 41500 Larissa, Greece
| | - Antigoni Katsoulidou
- National Public Health Organization, 15123 Athens, Greece
- Central Public Health Laboratory, 16672 Athens, Greece
| | | | - George Sourvinos
- Laboratory of Clinical Virology, School of Medicine, University of Crete, 71003 Heraklion, Greece
| | - Spyridon Pournaras
- Clinical Microbiology Laboratory, Attikon General University Hospital of Athens, 12462 Athens, Greece
| | - Efthymia Petinaki
- Department of Medical Biopathology, Faculty of Medicine, University of Thessaly, 41500 Larissa, Greece
| | - Maria Goula
- State Dermatology Department, Hospital of Skin and Venereal Diseases, 54643 Thessaloniki, Greece
| | - Vassilios Paparizos
- 1st Department of Dermatology and Venereology, National and Kapodistrian University of Athens Medical School, "Andreas Syggros" Hospital for Skin and Venereal Diseases, 16121 Athens, Greece
| | - Anna Papa
- Department of Microbiology, Medical School, Faculty of Health Sciences, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece
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Hutchinson D, Kunasekaran M, Quigley A, Moa A, MacIntyre CR. Could it be monkeypox? Use of an AI-based epidemic early warning system to monitor rash and fever illness. Public Health 2023; 220:142-147. [PMID: 37327561 DOI: 10.1016/j.puhe.2023.05.010] [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: 12/21/2022] [Revised: 05/03/2023] [Accepted: 05/10/2023] [Indexed: 06/18/2023]
Abstract
OBJECTIVES The EPIWATCH artificial intelligence (AI) system scans open-source data using automated technology and can be used to detect early warnings of infectious disease outbreaks. In May 2022, a multicountry outbreak of Mpox in non-endemic countries was confirmed by the World Health Organization. This study aimed to identify signals of fever and rash-like illness using EPIWATCH and, if detected, determine if they represented potential Mpox outbreaks. STUDY DESIGN The EPIWATCH AI system was used to detect global signals for syndromes of rash and fever that may have represented a missed diagnosis of Mpox from 1 month prior to the initial case confirmation in the United Kingdom (7 May 2022) to 2 months following. METHODS Articles were extracted from EPIWATCH and underwent review. A descriptive epidemiologic analysis was conducted to identify reports pertaining to each rash-like illness, locations of each outbreak and report publication dates for the entries from 2022, with 2021 as a control surveillance period. RESULTS Reports of rash-like illnesses in 2022 between 1 April and 11 July (n = 656 reports) were higher than in the same period in 2021 (n = 75 reports). The data showed an increase in reports from July 2021 to July 2022, and the Mann-Kendall trend test showed a significant upward trend (P = 0.015). The most frequently reported illness was hand-foot-and-mouth disease, and the country with the most reports was India. CONCLUSIONS Vast open-source data can be parsed using AI in systems such as EPIWATCH to assist in the early detection of disease outbreaks and monitor global trends.
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Affiliation(s)
- D Hutchinson
- Kirby Institute, University of New South Wales, New South Wales, Australia.
| | - M Kunasekaran
- Kirby Institute, University of New South Wales, New South Wales, Australia
| | - A Quigley
- Kirby Institute, University of New South Wales, New South Wales, Australia
| | - A Moa
- Kirby Institute, University of New South Wales, New South Wales, Australia
| | - C R MacIntyre
- Kirby Institute, University of New South Wales, New South Wales, Australia
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Nyame J, Punniyakotti S, Khera K, Pal RS, Varadarajan N, Sharma P. Challenges in the treatment and prevention of Monkeypox infection; a comprehensive review. Acta Trop 2023:106960. [PMID: 37276922 PMCID: PMC10239200 DOI: 10.1016/j.actatropica.2023.106960] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2023] [Revised: 05/26/2023] [Accepted: 05/29/2023] [Indexed: 06/07/2023]
Abstract
Human monkeypox (HMPX) is a zoonotic disease, literally meaning that it can be passed on from animals (non-primate) to human (primate). All the reported and recorded cases have been traced back either to international travel or import of African animals. In the Unites states, sporadic monkeypox cases have been reported in specific over the past 50 years, starting its first identification in the Democratic Republic of the Congo (D.R.C.) in 1970. Due to its extreme versatility, this disease poses threat as a serious public health issue that needs to be monitored, researched and prevented. Data indicate that prior immunization with the smallpox vaccine is beneficial and may provide protection against the monkeypox virus. JYNNEOSTM is a live viral vaccine that has been approved to improve clinical manifestations of the infection. On the other hand, public ignorance about safety precaution towards monkeypox post-COVID is another challenge that needs to be overcome in tackling HMPX as a possible re-emergent infection. This review is a collation of the epidemiology, etiology, transmission, clinical features and treatment of human monkeypox (HMPX).
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Affiliation(s)
- Jennifer Nyame
- Lovely Institute of Technology, Lovely School of Pharmaceutical Sciences, Lovely Professional University, Punjab, 144411, India
| | - Saranya Punniyakotti
- Department of Pharmacy Practice, Lovely Institute of Technology, Lovely School of Pharmaceutical Sciences, Lovely Professional University, Punjab, 144411, India.
| | - Kanav Khera
- Department of Pharmacy Practice, Lovely Institute of Technology, Lovely School of Pharmaceutical Sciences, Lovely Professional University, Punjab, 144411, India
| | - Rashmi Saxena Pal
- Department of Pharmacognosy, Lovely Institute of Technology, Lovely School of Pharmaceutical Sciences, Lovely Professional University, Punjab, 144411, India
| | - Nithya Varadarajan
- Department of Pharmacy Practice, Saveetha College of Pharmacy, Saveetha Institute of Medical and Technical Sciences, Saveetha University, Chennai
| | - Prachi Sharma
- Department of Pharmacology, Lovely Institute of Technology, Lovely School of Pharmaceutical Sciences Lovely Professional University, Punjab, 144411, India
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Besombes C, Mbrenga F, Malaka C, Gonofio E, Schaeffer L, Konamna X, Selekon B, Namsenei-Dankpea J, Gildas Lemon C, Landier J, von Platen C, Gessain A, Manuguerra JC, Fontanet A, Nakouné E. Investigation of a mpox outbreak in Central African Republic, 2021-2022. One Health 2023; 16:100523. [PMID: 36950196 PMCID: PMC9988319 DOI: 10.1016/j.onehlt.2023.100523] [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: 11/02/2022] [Revised: 03/01/2023] [Accepted: 03/02/2023] [Indexed: 03/08/2023] Open
Abstract
Human monkeypox virus is spreading globally, and more information is required about its epidemiological and clinical disease characteristics in endemic countries. We report the investigation of an outbreak in November 2021 in Central African Republic (CAR). The primary case, a hunter, fell ill after contact with a non-human primate at the frontier between forest and savannah. The ensuing investigation in a small nearby town concerned two families and four waves of inter-human transmission, with 14 confirmed cases, 11 suspected cases and 17 non-infected contacts, and a secondary attack rate of 59.5% (25/42). Complications were observed in 12 of the 19 (63.2%) confirmed and suspected cases with available clinical follow-up data: eight cases of bronchopneumonia, two of severe dehydration, one corneal ulcer, one abscess, two cutaneous superinfections, and six cutaneous sequelae (cheloid scars, or depigmentation). There was one death, giving a case fatality ratio of 1/25 (4.0%) for confirmed and suspected cases. This outbreak, with the largest number of confirmed cases ever described in CAR, confirms the potential severity of the disease associated with clade I monkeypox viruses, and highlights the need for rapid control over virus circulation to prevent the further national and international spread of infection.
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Affiliation(s)
- C Besombes
- Institut Pasteur, Université Paris Cité, Epidemiology of Emerging Diseases, 75015 Paris, France
- Sorbonne Université, Paris, France
| | - F Mbrenga
- Institut Pasteur, Bangui, République Centrafricaine - Department of Arboviruses, Emerging Viruses and zoonosis, Central African Republic
| | - C Malaka
- Institut Pasteur, Bangui, République Centrafricaine - Department of Arboviruses, Emerging Viruses and zoonosis, Central African Republic
| | - E Gonofio
- Institut Pasteur, Bangui, République Centrafricaine - Department of Arboviruses, Emerging Viruses and zoonosis, Central African Republic
| | - L Schaeffer
- Institut Pasteur, Université Paris Cité, Epidemiology of Emerging Diseases, 75015 Paris, France
| | - X Konamna
- Institut Pasteur, Bangui, République Centrafricaine - Department of Arboviruses, Emerging Viruses and zoonosis, Central African Republic
| | - B Selekon
- Institut Pasteur, Bangui, République Centrafricaine - Department of Arboviruses, Emerging Viruses and zoonosis, Central African Republic
| | - J Namsenei-Dankpea
- Institut Pasteur, Bangui, République Centrafricaine - Department of Arboviruses, Emerging Viruses and zoonosis, Central African Republic
| | - C Gildas Lemon
- Institut Pasteur, Bangui, République Centrafricaine - Department of Arboviruses, Emerging Viruses and zoonosis, Central African Republic
| | - J Landier
- IRD, Aix Marseille Université, INSERM - SESSTIM, Aix Marseille Institute of Public Health, ISSPAM, Marseille, France
| | - C von Platen
- Institut Pasteur Paris- Centre de Recherche Translationnelle- CC, France
| | - A Gessain
- Institut Pasteur, Université Paris Cité, Epidemiology of Emerging Diseases, 75015 Paris, France
- Université Paris Cité, CNRS UMR 3569 - Unité Épidémiologie et Physiopathologie des Virus Oncogènes, France
| | - J C Manuguerra
- Environment and Infectious Risk Research Unit, Laboratory for Urgent Response to Biological Threats (ERI-CIBU), France
| | - A Fontanet
- Institut Pasteur, Université Paris Cité, Epidemiology of Emerging Diseases, 75015 Paris, France
- Conservatoire National des Arts et Métiers, PACRI Unit, Paris, France
| | - E Nakouné
- Institut Pasteur, Bangui, République Centrafricaine - Department of Arboviruses, Emerging Viruses and zoonosis, Central African Republic
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Boora S, Yadav S, Soniya K, Kaushik S, Yadav JP, Seth M, Kaushik S. Monkeypox virus is nature's wake-up call: a bird's-eye view. Virusdisease 2023:1-13. [PMID: 37363364 PMCID: PMC10214339 DOI: 10.1007/s13337-023-00826-x] [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: 10/12/2022] [Accepted: 05/08/2023] [Indexed: 06/28/2023] Open
Abstract
Several infections have emerged in humans, domestic animals, wildlife, and plant populations, causing a severe problem for humanity. Since the discovery of the Monkeypox virus (Mpox) in 1958 in Copenhagen, Denmark, it has resurfaced several times, producing severe infections in humans and resulting in a significant fatality rate. Mpox is an Orthopoxvirus of the Poxviridae family. This family contains various medically important viruses. The natural reservoir of Mpox is unknown yet. Mpox might be carried by African rodents and nonhuman primates (such as monkeys). The role of monkeys has been confirmed by its various outbreaks. The infection may be transferred from unidentified wild animals to monkeys, who can then spread it to humans by crossing species barriers. In close contact, human-to-human transmission is also possible. Mpox outbreaks have been documented regularly in Central and Western Africa, but recently in 2022, it has spread to over one hundred-six countries. There is no specific treatment for it, although the smallpox vaccine, antivirals, and vaccinia immune globulin help in the effective management of Mpox. In conclusion: Monkeypox poses a severe threat to public health due to the lack of specific vaccinations and effective antivirals. Surveillance studies in affected regions can assist in the early diagnosis of disease and help to control significant outbreaks. The present review provides information on epidemiology, clinical symptoms, risk factors, diagnosis, and preventive measures of Mpox.
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Affiliation(s)
- Sanjit Boora
- Centre for Biotechnology, Maharshi Dayanand University, Rohtak, Haryana 124001 India
| | - Suman Yadav
- Centre for Biotechnology, Maharshi Dayanand University, Rohtak, Haryana 124001 India
| | - Kumari Soniya
- Centre for Biotechnology, Maharshi Dayanand University, Rohtak, Haryana 124001 India
| | - Sulochana Kaushik
- Department of Genetics, Maharshi Dayanand University, Rohtak, Hr India
| | | | - Mihir Seth
- Pandit Bhagwat Dayal Sharma Post Graduate Institute of Medical Sciences, Rohtak, Hr India
| | - Samander Kaushik
- Centre for Biotechnology, Maharshi Dayanand University, Rohtak, Haryana 124001 India
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Banuet-Martinez M, Yang Y, Jafari B, Kaur A, Butt ZA, Chen HH, Yanushkevich S, Moyles IR, Heffernan JM, Korosec CS. Monkeypox: a review of epidemiological modelling studies and how modelling has led to mechanistic insight. Epidemiol Infect 2023; 151:e121. [PMID: 37218612 PMCID: PMC10468816 DOI: 10.1017/s0950268823000791] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2023] [Revised: 05/04/2023] [Accepted: 05/11/2023] [Indexed: 05/24/2023] Open
Abstract
Human monkeypox (mpox) virus is a viral zoonosis that belongs to the Orthopoxvirus genus of the Poxviridae family, which presents with similar symptoms as those seen in human smallpox patients. Mpox is an increasing concern globally, with over 80,000 cases in non-endemic countries as of December 2022. In this review, we provide a brief history and ecology of mpox, its basic virology, and the key differences in mpox viral fitness traits before and after 2022. We summarize and critique current knowledge from epidemiological mathematical models, within-host models, and between-host transmission models using the One Health approach, where we distinguish between models that focus on immunity from vaccination, geography, climatic variables, as well as animal models. We report various epidemiological parameters, such as the reproduction number, R0, in a condensed format to facilitate comparison between studies. We focus on how mathematical modelling studies have led to novel mechanistic insight into mpox transmission and pathogenesis. As mpox is predicted to lead to further infection peaks in many historically non-endemic countries, mathematical modelling studies of mpox can provide rapid actionable insights into viral dynamics to guide public health measures and mitigation strategies.
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Affiliation(s)
- Marina Banuet-Martinez
- Climate Change and Global Health Research Group, School of Public Health, University of Alberta, Edmonton, AB, Canada
| | - Yang Yang
- School of Public Health Sciences, University of Waterloo, Waterloo, ON, Canada
| | - Behnaz Jafari
- Mathematics and Statistics Department, Faculty of Science, University of Calgary, Calgary, AB, Canada
- Department of Biomedical Engineering, Schulich School of Engineering, University of Calgary, Calgary, AB, Canada
| | - Avneet Kaur
- Irving K. Barber School of Arts and Sciences, Department of Computer Science, Mathematics, Physics and Statistics, University of British Columbia Okanagan, Kelowna, BC, Canada
| | - Zahid A. Butt
- School of Public Health Sciences, University of Waterloo, Waterloo, ON, Canada
| | - Helen H. Chen
- School of Public Health Sciences, University of Waterloo, Waterloo, ON, Canada
| | - Svetlana Yanushkevich
- Department of Biomedical Engineering, Schulich School of Engineering, University of Calgary, Calgary, AB, Canada
| | - Iain R. Moyles
- Modelling Infection and Immunity Lab, Mathematics and Statistics, York University, Toronto, ON, Canada
- Centre for Disease Modelling, Mathematics and Statistics, York University, Toronto, ON, Canada
| | - Jane M. Heffernan
- Modelling Infection and Immunity Lab, Mathematics and Statistics, York University, Toronto, ON, Canada
- Centre for Disease Modelling, Mathematics and Statistics, York University, Toronto, ON, Canada
| | - Chapin S. Korosec
- Modelling Infection and Immunity Lab, Mathematics and Statistics, York University, Toronto, ON, Canada
- Centre for Disease Modelling, Mathematics and Statistics, York University, Toronto, ON, Canada
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Feng Y, Zhang Y, Liu S, Guo M, Huang H, Guo C, Wang W, Zhang W, Tang H, Wan Y. Unexpectedly higher levels of anti-orthopoxvirus neutralizing antibodies are observed among gay men than general adult population. BMC Med 2023; 21:183. [PMID: 37189197 DOI: 10.1186/s12916-023-02872-0] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/31/2022] [Accepted: 04/19/2023] [Indexed: 05/17/2023] Open
Abstract
BACKGROUND The confirmed cases in the current outbreak of Monkeypox are predominantly identified in the networks of men who have sex with men (MSM). The preexisting antibodies may profoundly impact the transmission of monkeypox virus (MPXV), however the current-day prevalence of antibodies against MPXV among gay men is not well characterized. METHODS A cohort of gay men (n = 326) and a cohort of the general adult population (n = 295) were enrolled in this study. Binding antibodies responses against MPXV/vaccinia and neutralizing antibody responses against vaccinia virus (Tiantan strain) were measured. The antibody responses of these two cohorts were then compared, as well as the responses of individuals born before and in/after 1981 (when the smallpox vaccination ceased in China). Finally, the correlation between the anti-MPXV antibody responses and the anti-vaccinia antibody responses, and the associations between preexisting anti-orthopoxvirus antibody responses and the diagnosed sexually transmitted infections (STIs) in the MSM cohort were analyzed separately. RESULTS Our data showed that binding antibodies against MPXV H3, A29, A35, E8, B6, M1 proteins and vaccinia whole-virus lysate could be detected in individuals born both before and in/after 1981, of which the prevalence of anti-vaccinia binding antibodies was significantly higher among individuals born before 1981 in the general population cohort. Moreover, we unexpectedly found that the positive rates of binding antibody responses against MPXV H3, A29, A35, E8 and M1 proteins were significantly lower among individuals of the MSM cohort born in/after 1981, but the positive rates of anti-MPXV B6 and anti-vaccinia neutralizing antibody responses were significantly higher among these individuals compared to those of age-matched participants in the general population cohort. Additionally, we demonstrated that the positive and negative rates of anti-MPXV antibody responses were associated with the anti-vaccinia antibody responses among individuals born before 1981 in the general population cohort, but no significant association was observed among individuals born in/after 1981 in both cohorts. The positive rates of both the binding and the neutralizing antibody responses were comparable between individuals with and without diagnosed STIs in the MSM cohort. CONCLUSIONS Anti-MPXV and anti-vaccinia antibodies could be readily detected in an MSM cohort and a general population cohort. And a higher level of anti-vaccinia neutralizing antibody responses was observed among individuals who did not get vaccinated against smallpox in the MSM cohort compared to age-matched individuals in the general population cohort.
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Affiliation(s)
- Yanmeng Feng
- Department of Infectious Diseases, Shanghai Key Laboratory of Infectious Diseases and Biosafety Emergency Response, National Medical Center for Infectious Diseases, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai, 200040, China
- Hubei Provincial Center for Disease Control and Prevention, Wuhan, 430065, China
| | - Yifan Zhang
- Department of Infectious Diseases, Shanghai Key Laboratory of Infectious Diseases and Biosafety Emergency Response, National Medical Center for Infectious Diseases, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai, 200040, China
- Clinical Laboratory, The First Affiliated Hospital of Zhengzhou University, Key Laboratory of Laboratory Medicine of Henan Province, Zhengzhou, 450052, China
| | - Shengya Liu
- Shenzhen International Travel Health Care Center (Shenzhen Customs District Port Outpatient Clinics), Shenzhen Customs District, Shenzhen, 518033, China
| | - Meng Guo
- Hubei Provincial Center for Disease Control and Prevention, Wuhan, 430065, China
| | - Haojie Huang
- Wuhan Pioneer Social Work Service Center, Wuhan, 430071, China
| | - Cuiyuan Guo
- Department of Infectious Diseases, Shanghai Key Laboratory of Infectious Diseases and Biosafety Emergency Response, National Medical Center for Infectious Diseases, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai, 200040, China
- Clinical Laboratory, The First Affiliated Hospital of Zhengzhou University, Key Laboratory of Laboratory Medicine of Henan Province, Zhengzhou, 450052, China
| | - Wanhai Wang
- Clinical Laboratory, The First Affiliated Hospital of Zhengzhou University, Key Laboratory of Laboratory Medicine of Henan Province, Zhengzhou, 450052, China
| | - Wenhong Zhang
- Department of Infectious Diseases, Shanghai Key Laboratory of Infectious Diseases and Biosafety Emergency Response, National Medical Center for Infectious Diseases, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai, 200040, China.
- Shanghai Huashen Institute of Microbes and Infections, 6 Lane 1220 Huashan Rd., Shanghai, 200052, NO, China.
| | - Heng Tang
- Hubei Provincial Center for Disease Control and Prevention, Wuhan, 430065, China.
| | - Yanmin Wan
- Department of Infectious Diseases, Shanghai Key Laboratory of Infectious Diseases and Biosafety Emergency Response, National Medical Center for Infectious Diseases, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai, 200040, China.
- Shanghai Huashen Institute of Microbes and Infections, 6 Lane 1220 Huashan Rd., Shanghai, 200052, NO, China.
- Department of Radiology, Shanghai Public Health Clinical Center, Shanghai, 201508, China.
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Rcheulishvili N, Mao J, Papukashvili D, Feng S, Liu C, Yang X, Lin J, He Y, Wang PG. Development of a Multi-Epitope Universal mRNA Vaccine Candidate for Monkeypox, Smallpox, and Vaccinia Viruses: Design and In Silico Analyses. Viruses 2023; 15:1120. [PMID: 37243206 PMCID: PMC10222975 DOI: 10.3390/v15051120] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2023] [Revised: 05/03/2023] [Accepted: 05/04/2023] [Indexed: 05/28/2023] Open
Abstract
Notwithstanding the presence of a smallpox vaccine that is effective against monkeypox (mpox), developing a universal vaccine candidate against monkeypox virus (MPXV) is highly required as the mpox multi-country outbreak has increased global concern. MPXV, along with variola virus (VARV) and vaccinia virus (VACV), belongs to the Orthopoxvirus genus. Due to the genetic similarity of antigens in this study, we have designed a potentially universal mRNA vaccine based on conserved epitopes that are specific to these three viruses. In order to design a potentially universal mRNA vaccine, antigens A29, A30, A35, B6, and M1 were selected. The conserved sequences among the three viral species-MPXV, VACV, and VARV-were detected, and B and T cell epitopes containing the conserved elements were used for the design of the multi-epitope mRNA construct. Immunoinformatics analyses demonstrated the stability of the vaccine construct and optimal binding to MHC molecules. Humoral and cellular immune responses were induced by immune simulation analyses. Eventually, based on in silico analysis, the universal mRNA multi-epitope vaccine candidate designed in this study may have a potential protection against MPXV, VARV, and VACV that will contribute to the advancement of prevention strategies for unpredictable pandemics.
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Affiliation(s)
- Nino Rcheulishvili
- Department of Pharmacology, School of Medicine, Southern University of Science and Technology, Shenzhen 518000, China; (N.R.); (J.M.); (D.P.); (S.F.); (C.L.); (X.Y.); (J.L.)
| | - Jiawei Mao
- Department of Pharmacology, School of Medicine, Southern University of Science and Technology, Shenzhen 518000, China; (N.R.); (J.M.); (D.P.); (S.F.); (C.L.); (X.Y.); (J.L.)
| | - Dimitri Papukashvili
- Department of Pharmacology, School of Medicine, Southern University of Science and Technology, Shenzhen 518000, China; (N.R.); (J.M.); (D.P.); (S.F.); (C.L.); (X.Y.); (J.L.)
| | - Shunping Feng
- Department of Pharmacology, School of Medicine, Southern University of Science and Technology, Shenzhen 518000, China; (N.R.); (J.M.); (D.P.); (S.F.); (C.L.); (X.Y.); (J.L.)
| | - Cong Liu
- Department of Pharmacology, School of Medicine, Southern University of Science and Technology, Shenzhen 518000, China; (N.R.); (J.M.); (D.P.); (S.F.); (C.L.); (X.Y.); (J.L.)
| | - Xidan Yang
- Department of Pharmacology, School of Medicine, Southern University of Science and Technology, Shenzhen 518000, China; (N.R.); (J.M.); (D.P.); (S.F.); (C.L.); (X.Y.); (J.L.)
- School of Nursing, Southwest Medical University, Luzhou 646000, China
| | - Jihui Lin
- Department of Pharmacology, School of Medicine, Southern University of Science and Technology, Shenzhen 518000, China; (N.R.); (J.M.); (D.P.); (S.F.); (C.L.); (X.Y.); (J.L.)
- School of Nursing, Southwest Medical University, Luzhou 646000, China
| | - Yunjiao He
- Department of Pharmacology, School of Medicine, Southern University of Science and Technology, Shenzhen 518000, China; (N.R.); (J.M.); (D.P.); (S.F.); (C.L.); (X.Y.); (J.L.)
| | - Peng George Wang
- Department of Pharmacology, School of Medicine, Southern University of Science and Technology, Shenzhen 518000, China; (N.R.); (J.M.); (D.P.); (S.F.); (C.L.); (X.Y.); (J.L.)
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Velu M, Dhanaraj RK, Balusamy B, Kadry S, Yu Y, Nadeem A, Rauf HT. Human Pathogenic Monkeypox Disease Recognition Using Q-Learning Approach. Diagnostics (Basel) 2023; 13:diagnostics13081491. [PMID: 37189591 DOI: 10.3390/diagnostics13081491] [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: 01/25/2023] [Revised: 03/15/2023] [Accepted: 04/12/2023] [Indexed: 05/17/2023] Open
Abstract
While the world is working quietly to repair the damage caused by COVID-19's widespread transmission, the monkeypox virus threatens to become a global pandemic. There are several nations that report new monkeypox cases daily, despite the virus being less deadly and contagious than COVID-19. Monkeypox disease may be detected using artificial intelligence techniques. This paper suggests two strategies for improving monkeypox image classification precision. Based on reinforcement learning and parameter optimization for multi-layer neural networks, the suggested approaches are based on feature extraction and classification: the Q-learning algorithm determines the rate at which an act occurs in a particular state; Malneural networks are binary hybrid algorithms that improve the parameters of neural networks. The algorithms are evaluated using an openly available dataset. In order to analyze the proposed optimization feature selection for monkeypox classification, interpretation criteria were utilized. In order to evaluate the efficiency, significance, and robustness of the suggested algorithms, a series of numerical tests were conducted. There were 95% precision, 95% recall, and 96% f1 scores for monkeypox disease. As compared to traditional learning methods, this method has a higher accuracy value. The overall macro average was around 0.95, and the overall weighted average was around 0.96. When compared to the benchmark algorithms, DDQN, Policy Gradient, and Actor-Critic, the Malneural network had the highest accuracy (around 0.985). In comparison with traditional methods, the proposed methods were found to be more effective. Clinicians can use this proposal to treat monkeypox patients and administration agencies can use it to observe the origin and current status of the disease.
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Affiliation(s)
- Malathi Velu
- School of Computer Science and Engineering, Panimalar Engineering College, Poonamallee, Chennai 600123, India
| | - Rajesh Kumar Dhanaraj
- School of Computing Science and Engineering, Galgotias University, Greater Noida 203201, India
| | - Balamurugan Balusamy
- Associate Dean-Student Engagement, Shiv Nadar Institution of Eminence, Delhi-National Capital Region (NCR), Gautam Buddha Nagar 201314, India
| | - Seifedine Kadry
- Department of Applied Data Science, Noroff University College, 4612 Kristiansand, Norway
- Artificial Intelligence Research Center (AIRC), Ajman University, Ajman P.O. Box 346, United Arab Emirates
- Department of Electrical and Computer Engineering, Lebanese American University, Byblos 13-5053, Lebanon
| | - Yang Yu
- Centre for Infrastructure Engineering and Safety (CIES), The University of New South Wales, Sydney, NSW 2052, Australia
| | - Ahmed Nadeem
- Department of Pharmacology and Toxicology, College of Pharmacy, King Saud University, P.O. Box 2455, Riyadh 11451, Saudi Arabia
| | - Hafiz Tayyab Rauf
- Centre for Smart Systems, A.I. and Cybersecurity, Staffordshire University, Stoke-on-Trent ST4 2DE, UK
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Yu X, Shi H, Cheng G. Mpox Virus: Its Molecular Evolution and Potential Impact on Viral Epidemiology. Viruses 2023; 15:v15040995. [PMID: 37112975 PMCID: PMC10142743 DOI: 10.3390/v15040995] [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: 03/14/2023] [Revised: 04/15/2023] [Accepted: 04/17/2023] [Indexed: 04/29/2023] Open
Abstract
Mpox (previously known as monkeypox) is an infectious viral illness caused by the mpox virus (MPXV), an orthopoxvirus that belongs to the family Poxviridae. The symptoms of mpox in humans are similar to those of smallpox, although the mortality rate is lower. In recent years, the concern over a potential global pandemic has increased due to reports of mpox spreading across Africa and other parts of the world. Prior to this discovery, mpox was a rare zoonotic disease restricted to endemic regions of Western and Central Africa. The sudden emergence of MPXV cases in multiple regions has raised concerns about its natural evolution. This review aims to provide an overview of previously available information about MPXV, including its genome, morphology, hosts and reservoirs, and virus-host interaction and immunology, as well as to perform phylogenetic analysis on available MPXV genomes, with an emphasis on the evolution of the genome in humans as new cases emerge.
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Affiliation(s)
- Xi Yu
- Tsinghua-Peking Center for Life Sciences, School of Medicine, Tsinghua University, Beijing 100084, China
- Institute of Infectious Diseases, Shenzhen Bay Laboratory, Shenzhen 518000, China
- School of Life Sciences, Tsinghua University, Beijing 100084, China
| | - Huicheng Shi
- Tsinghua-Peking Center for Life Sciences, School of Medicine, Tsinghua University, Beijing 100084, China
- Institute of Infectious Diseases, Shenzhen Bay Laboratory, Shenzhen 518000, China
| | - Gong Cheng
- Tsinghua-Peking Center for Life Sciences, School of Medicine, Tsinghua University, Beijing 100084, China
- Institute of Infectious Diseases, Shenzhen Bay Laboratory, Shenzhen 518000, China
- Institute of Pathogenic Organisms, Shenzhen Center for Disease Control and Prevention, Shenzhen 518055, China
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68
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Ahsan MM, Uddin MR, Ali MS, Islam MK, Farjana M, Sakib AN, Momin KA, Luna SA. Deep transfer learning approaches for Monkeypox disease diagnosis. EXPERT SYSTEMS WITH APPLICATIONS 2023; 216:119483. [PMID: 36624785 PMCID: PMC9814470 DOI: 10.1016/j.eswa.2022.119483] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/28/2022] [Revised: 12/24/2022] [Accepted: 12/27/2022] [Indexed: 06/01/2023]
Abstract
Monkeypox has become a significant global challenge as the number of cases increases daily. Those infected with the disease often display various skin symptoms and can spread the infection through contamination. Recently, Machine Learning (ML) has shown potential in image-based diagnoses, such as detecting cancer, identifying tumor cells, and identifying coronavirus disease (COVID)-19 patients. Thus, ML could potentially be used to diagnose Monkeypox as well. In this study, we developed a Monkeypox diagnosis model using Generalization and Regularization-based Transfer Learning approaches (GRA-TLA) for binary and multiclass classification. We tested our proposed approach on ten different convolutional Neural Network (CNN) models in three separate studies. The preliminary computational results showed that our proposed approach, combined with Extreme Inception (Xception), was able to distinguish between individuals with and without Monkeypox with an accuracy ranging from 77% to 88% in Studies One and Two, while Residual Network (ResNet)-101 had the best performance for multiclass classification in Study Three, with an accuracy ranging from 84% to 99%. In addition, we found that our proposed approach was computationally efficient compared to existing TL approaches in terms of the number of parameters (NP) and Floating-Point Operations per Second (FLOPs) required. We also used Local Interpretable Model-Agnostic Explanations (LIME) to explain our model's predictions and feature extractions, providing a deeper understanding of the specific features that may indicate the onset of Monkeypox.
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Affiliation(s)
- Md Manjurul Ahsan
- Industrial and Systems Engineering, University of Oklahoma, Norman, OK 73019, USA
| | - Muhammad Ramiz Uddin
- Department of Chemistry and Biochemistry, University of Oklahoma, Norman, OK, 73019, USA
| | - Md Shahin Ali
- Department of Biomedical Engineering, Islamic University, Kushtia 7003, Bangladesh
| | - Md Khairul Islam
- Department of Biomedical Engineering, Islamic University, Kushtia 7003, Bangladesh
| | - Mithila Farjana
- Department of Chemistry and Biochemistry, University of Oklahoma, Norman, OK, 73019, USA
| | - Ahmed Nazmus Sakib
- Department of Aerospace and Mechanical Engineering, University of Oklahoma, Norman, OK, 73019, USA
| | - Khondhaker Al Momin
- Department of Civil Engineering, Daffodil International University, Dhaka, 1341, Bangladesh
| | - Shahana Akter Luna
- Medicine & Surgery, Dhaka Medical College & Hospital, Dhaka, 1000, Bangladesh
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Rahi M, Joy S, Sharma A. Public Health Challenges in the Context of the Global Spread of Mpox Infections. Am J Trop Med Hyg 2023; 108:641-645. [PMID: 36868216 PMCID: PMC10076996 DOI: 10.4269/ajtmh.22-0596] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2022] [Accepted: 12/09/2022] [Indexed: 03/05/2023] Open
Abstract
The declaration of the ongoing mpox (formerly monkeypox) outbreak by the WHO as a public health emergency of international concern has put global attention on mpox disease. As of December 4, 2022, a total of 80,221 mpox cases had been confirmed from 110 countries, with a major proportion of cases being reported from previously non-endemic countries. The current global emergence and spread of the disease has highlighted the challenges and the need for efficient public health preparedness and response. There are several challenges posed in the current mpox outbreak, ranging from epidemiological factors to diagnostic and socio-ethnic issues. These challenges may be circumvented with proper intervention measures such as strengthening surveillance, robust diagnostics, clinical management plans, intersectoral collaboration, firm prevention plans, capacity building, addressing stigma and discrimination against vulnerable groups, and ensuring equitable access to treatments and vaccines. To address the above challenges in the wake of the current outbreak, it is essential to understand the gaps and plug them with effective countermeasures.
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Affiliation(s)
- Manju Rahi
- Division of Epidemiology and Communicable Diseases, Indian Council of Medical Research, New Delhi, India
- Academy of Scientific and Innovative Research, Ghaziabad, India
- National Institute of Malaria Research, New Delhi, India
| | - Sam Joy
- Division of Epidemiology and Communicable Diseases, Indian Council of Medical Research, New Delhi, India
| | - Amit Sharma
- Academy of Scientific and Innovative Research, Ghaziabad, India
- National Institute of Malaria Research, New Delhi, India
- Molecular Medicine, International Centre for Genetic Engineering and Biotechnology, New Delhi, India
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70
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Rodríguez-Cuadrado FJ, Nájera L, Suárez D, Silvestre G, García-Fresnadillo D, Roustan G, Sánchez-Vázquez L, Jo M, Santonja C, Garrido-Ruiz MC, Vicente-Montaña AM, Rodríguez-Peralto JL, Requena L. Clinical, histopathologic, immunohistochemical, and electron microscopic findings in cutaneous monkeypox: A multicenter retrospective case series in Spain. J Am Acad Dermatol 2023; 88:856-863. [PMID: 36581043 PMCID: PMC9794029 DOI: 10.1016/j.jaad.2022.12.027] [Citation(s) in RCA: 34] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2022] [Revised: 11/22/2022] [Accepted: 12/16/2022] [Indexed: 12/27/2022]
Abstract
BACKGROUND The worldwide outbreak of monkeypox has evidenced the usefulness of the dermatologic manifestations for its diagnosis. OBJECTIVE To describe the histopathologic and immunohistochemical findings of monkeypox cutaneous lesions. METHODS This is a retrospective histopathologic and immunohistochemical study of 20 patients with positive Monkeypox virus DNA polymerase chain reaction and immunohistochemical positivity for Vaccinia virus in cutaneous lesions. Four cases were also examined by electron microscopy. RESULTS The most characteristic histopathologic findings consisted of full-thickness epidermal necrosis with hyperplasia and keratinocytic ballooning at the edges. In some cases, the outer root sheath of the hair follicle and the sebaceous gland epithelium were affected. Intraepithelial cytoplasmic inclusion bodies and scattered multinucleated keratinocytes were occasionally found. Immunohistochemically, strong positivity with anti-Vaccinia virus antibody was seen in the cytoplasm of ballooned keratinocytes. Electron microscopy study demonstrated numerous viral particles of monkeypox in affected keratinocytes. LIMITATIONS Small sample size. Electron microscopic study was only performed in 4 cases. CONCLUSION Epidermal necrosis and keratinocytic ballooning are the most constant histopathologic findings. Immunohistochemical positivity for Vaccinia virus was mostly detected in the cytoplasm of the ballooned keratinocytes. These findings support the usefulness of histopathologic and immunohistochemical studies of cutaneous lesions for diagnosis of monkeypox.
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Affiliation(s)
| | - Laura Nájera
- Department of Pathology, Hospital Universitario Puerta de Hierro Majadahonda, Universidad Autónoma, Madrid, Spain
| | - Dolores Suárez
- Department of Pathology, Hospital Universitario Puerta de Hierro Majadahonda, Universidad Autónoma, Madrid, Spain
| | - Gala Silvestre
- Department of Pathology, Hospital Universitario Puerta de Hierro Majadahonda, Universidad Autónoma, Madrid, Spain
| | - Diego García-Fresnadillo
- Department of Pathology, Hospital Universitario Puerta de Hierro Majadahonda, Universidad Autónoma, Madrid, Spain
| | - Gaston Roustan
- Department of Dermatology, Hospital Universitario Puerta de Hierro Majadahonda, Universidad Autónoma, Madrid, Spain
| | - Laura Sánchez-Vázquez
- Department of Pathology, Hospital Universitario Fundación Jiménez Díaz, Universidad Autónoma, Madrid, Spain
| | - Margarita Jo
- Department of Pathology, Hospital Universitario Fundación Jiménez Díaz, Universidad Autónoma, Madrid, Spain
| | - Carlos Santonja
- Department of Pathology, Hospital Universitario Fundación Jiménez Díaz, Universidad Autónoma, Madrid, Spain
| | | | | | | | - Luis Requena
- Department of Dermatology, Hospital Universitario Fundación Jiménez Díaz, Universidad Autónoma, Madrid, Spain
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Pattnaik H, Surani S, Goyal L, Kashyap R. Making Sense of Monkeypox: A Comparison of Other Poxviruses to the Monkeypox. Cureus 2023; 15:e38083. [PMID: 37252521 PMCID: PMC10212748 DOI: 10.7759/cureus.38083] [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] [Accepted: 04/23/2023] [Indexed: 05/31/2023] Open
Abstract
The current monkeypox (MPX) outbreak has been declared a public health emergency of international concern (PHEIC) by the World Health Organization (WHO). It is a zoonotic disease that has persisted in the African basin for decades but suddenly exploded into the international sphere this year. In this paper, we provide a comprehensive overview of monkeypox, including a hypothesis of the rapid spread of the virus, its epidemiology and clinical features, a comparison with other orthopoxviruses such as chickenpox and smallpox, past and present outbreaks, and strategies for its prevention and treatment.
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Affiliation(s)
- Harsha Pattnaik
- Medicine, Lady Hardinge Medical College, University of Delhi, New Delhi, IND
| | - Salim Surani
- Anesthesiology, Mayo Clinic, Rochester, USA
- Medicine, Texas A&M University, College Station, USA
- Medicine, University of North Texas, Dallas, USA
- Internal Medicine, Pulmonary Associates, Corpus Christi, USA
- Clinical Medicine, University of Houston, Houston, USA
| | - Lokesh Goyal
- Hospital Medicine, Christus Spohn Hospital, Corpus Christi, USA
| | - Rahul Kashyap
- Global Clinical Scholars Research Training (GCSRT), Harvard Medical School, Boston, USA
- Research, Global Remote Research Program, St. Paul, USA
- Critical Care Medicine, Mayo Clinic, Rochester, USA
- Research, WellSpan Health, York, USA
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72
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Zheng M, Chen W, Qian X, Tao R, Ma L, Zhou F, Zhu Z, Yao Y, Yang G. Awareness of mpox-related knowledge among men who have sex with men in China. BMC Public Health 2023; 23:600. [PMID: 36997990 PMCID: PMC10061892 DOI: 10.1186/s12889-023-15503-3] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2022] [Accepted: 03/22/2023] [Indexed: 04/01/2023] Open
Abstract
BACKGROUND With the rapid spread of the mpox epidemic, cases have emerged in multiple countries, mainly among men who have sex with men. Because of the connectedness of today's world, countries have to be prepared to face risks in advance. Therefore, this study aimed to investigate awareness of mpox-related knowledge among men who have sex with men in China. METHODS With the assistance of the social organizations of men who have sex with men, a cross-sectional survey of men who have sex with men in China was conducted through an online questionnaire between July 1 and July 18, 2022. A nationwide sample of Chinese men who have sex with men (N = 3,257) was recruited. RESULTS Only 36.9% of participants had mpox-related knowledge. Awareness of mpox-related knowledge among respondents was positively associated with those in older age groups (33 to 42 years and 51 years or older) (adjusted odds ratio [AOR] = 1.31; 95% confidence interval [CI]: 1.03-1.67, AOR = 1.61; 95% CI: 1.16-2.24; respectively), married (AOR = 1.55; 95% CI: 1.09-2.19), and those with a graduate degree or above (AOR = 2.14; 95% CI: 1.11-4.13), while negatively associated with those living in the western parts of China (AOR = 0.74; 95% CI: 0.60-0.92), and those who were unsure of their history of Human Immunodeficiency Virus (HIV) status (AOR = 0.44; 95% CI: 0.30-0.63). CONCLUSION Mpox-related knowledge is fairly low among men who have sex with men in China. China needs to spread knowledge to the public through multiple channels, especially in key populations (men who have sex with men, HIV-infected, etc.), and take preventive measures to effectively avoid outbreaks of mpox.
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Affiliation(s)
- Min Zheng
- Guizhou Provincial Center for Disease Control and Prevention, Guiyang, 550004, Guizhou, China
| | - Wenyan Chen
- School of Public Health, the Key Laboratory of Environmental Pollution Monitoring and Disease Control, Ministry of Education, Guizhou Medical University, Guiyang, 550025, Guizhou, China
| | - Xiaohan Qian
- Guizhou Provincial Center for Disease Control and Prevention, Guiyang, 550004, Guizhou, China
| | - Rui Tao
- Guizhou Provincial Center for Disease Control and Prevention, Guiyang, 550004, Guizhou, China
| | - Lin Ma
- Guizhou Provincial Center for Disease Control and Prevention, Guiyang, 550004, Guizhou, China
| | - Feng Zhou
- Guizhou Provincial Center for Disease Control and Prevention, Guiyang, 550004, Guizhou, China
- School of Public Health, the Key Laboratory of Environmental Pollution Monitoring and Disease Control, Ministry of Education, Guizhou Medical University, Guiyang, 550025, Guizhou, China
| | - Zhilin Zhu
- Guizhou Provincial Center for Disease Control and Prevention, Guiyang, 550004, Guizhou, China
- School of Public Health, the Key Laboratory of Environmental Pollution Monitoring and Disease Control, Ministry of Education, Guizhou Medical University, Guiyang, 550025, Guizhou, China
| | - Yongming Yao
- Guizhou Provincial Center for Disease Control and Prevention, Guiyang, 550004, Guizhou, China.
| | - Guanghong Yang
- Guizhou Provincial Center for Disease Control and Prevention, Guiyang, 550004, Guizhou, China.
- School of Public Health, the Key Laboratory of Environmental Pollution Monitoring and Disease Control, Ministry of Education, Guizhou Medical University, Guiyang, 550025, Guizhou, China.
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Al-Mustapha AI, Ogundijo OA, Sikiru NA, Kolawole B, Oyewo M, El-Nadi H, Mustapha AM, Adebudo LI, Odukoya A, Asiegbu EC, Nanven MB, Lawal-Atolagbe T, Lawal-Lah F, Awoyale OD, Abubakar AT, Sahabi K, Babandi ZS. A cross-sectional survey of public knowledge of the monkeypox disease in Nigeria. BMC Public Health 2023; 23:591. [PMID: 36991417 PMCID: PMC10054201 DOI: 10.1186/s12889-023-15398-0] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2022] [Accepted: 03/07/2023] [Indexed: 03/31/2023] Open
Abstract
The Monkeypox Disease (MPXD) gained attention due to its widened geographical distribution outside of Africa, Hence, a it was declared a global health emergency. The index case in Europe was from a Nigerian traveller. This study assessed public awareness and knowledge of the MPXD by conducting an online, cross-sectional survey of educated Nigerians. A total of 822 respondents were recruited using the snowball sampling method between the 16th to 29th of August 2022. More responses were retrieved from the Northeastern geopolitical region (30.1%, n=220) than other regions. Descriptive statistics revealed that 89% (n=731/822) of the study participants were aware of the MPXD but only 58.7% (n=429/731) of them had good knowledge of the disease with a mean knowledge score of 5.31±2.09. The main knowledge gaps were in the incubation period of the disease, the signs and symptoms, its mode of transmission, and preventive practices needed to curb the spread of the monkeypox virus (MPXV). Specifically, only 24.5% (n=179) of them knew that MPXV can be transmitted via sexual contact. Most of the study participants (79.2%, n=651) opined that we can prevent the occurrence of public health emergencies in the future. The multivariable logistic regression analysis revealed that of the socio-demographic variables, the male gender (OR: 1.69; 95% CI: 1.22,2.33); Ph.D. level education (1.44; 95% CI: 1.048,4.23); and being homosexual (OR:1.65; 95% CI: 1.07,3.78) were significantly associated with good knowledge of MPXD. Despite the varying prevalence across the country, the region of residence within Nigeria did not influence the knowledge of MPXD among the respondents. The knowledge gaps necessitate intensified public health risk communication with a focus on modes of transmission and the preventive measures needed to curb the spread of the MPXV.
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Affiliation(s)
- Ahmad Ibrahim Al-Mustapha
- Department of Food Hygiene and Environmental Health, Faculty of Veterinary Medicine, University of Helsinki, Helsinki, Finland.
- Department of Veterinary Public Health and Preventive Medicine, Faculty of Veterinary Medicine, University of Ibadan, Oyo State, Nigeria.
- Department of Veterinary Services, Kwara State Ministry of Agriculture and Rural Development, Ilorin, Kwara State, Nigeria.
| | - Oluwaseun Adeolu Ogundijo
- Department of Veterinary Public Health and Preventive Medicine, Faculty of Veterinary Medicine, University of Ibadan, Oyo State, Nigeria
| | - Nafisah Ayinde Sikiru
- Health Services Department, Federal University, Kashere, Kashere, Gombe State, Nigeria
| | - Barakat Kolawole
- Department of Public Health, Faculty of Basic Medical Sciences, Kwara State University, Malete, Kwara State, Nigeria
| | - Muftau Oyewo
- Department of Veterinary Services, Kwara State Ministry of Agriculture and Rural Development, Ilorin, Kwara State, Nigeria
- Nigerian Field Epidemiology and Laboratory Training Program, Abuja, Nigeria
| | - Hager El-Nadi
- Infectious Diseases and One Health, Faculty of Pharmaceutical Sciences, Universite de Tours, Tours, France
| | | | | | - Adesoji Odukoya
- Nigerian Field Epidemiology and Laboratory Training Program, Abuja, Nigeria
- Federal Department of Veterinary and Pest Control Services, Federal Ministry of Agriculture and Rural Development, Abuja, Nigeria
| | | | - Magdalene B Nanven
- Nigerian Field Epidemiology and Laboratory Training Program, Abuja, Nigeria
| | | | | | | | - Ahmed Tijani Abubakar
- Department of Veterinary Services, Kwara State Ministry of Agriculture and Rural Development, Ilorin, Kwara State, Nigeria
- African Centers for Disease Control and Prevention, Addis Ababa, Ethiopia
| | - Kabiru Sahabi
- Department of Psychiatry, Ahmadu Bello University Teaching Hospital, Zaria, Kaduna State, Nigeria
| | - Zaharadeen S Babandi
- Department of Community Medicine, Ahmadu Bello University Teaching Hospital, Zaria, , Kaduna State, Nigeria
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Sib Tul Hassan Shah S, Naeem I. In-silico targeting TMPK from monkey pox virus: Molecular docking analysis, density functional theory studies and molecular dynamic simulation analysis. J Biomol Struct Dyn 2023; 41:14689-14701. [PMID: 36970852 DOI: 10.1080/07391102.2023.2193998] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2022] [Accepted: 02/19/2023] [Indexed: 03/29/2023]
Abstract
The World Health Organization (WHO) proclaimed the monkeypox epidemic a "public health emergency of worldwide significance" recently. The monkeypox virus is a member of the same Orthopoxvirus genus as the smallpox virus. Although smallpox medications are advised against monkeypox, no monkeypox-specific drugs are currently available. In the event of such an outbreak, in-silico medication identification is a practical and efficient strategy. As a result, we report a computational drug repurposing analysis to discover medicines that may be potential inhibitors of thymidylate kinase, a critical monkeypox viral enzyme. The target protein structure of the monkeypox virus was modeled using the vaccinia virus's homologous protein structure. Using molecular docking and density functional theory, we found 11 possible inhibitors of the monkeypox virus from an Asinex library of 261120 chemicals. The primary purpose of this in silico work is to find possible inhibitors of monkeypox viral proteins that can then be experimentally tested in order to develop innovative therapeutic medicines for monkeypox infection.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Syed Sib Tul Hassan Shah
- Department of Life Science, School of Science, University of Management and Technology (UMT), Lahore, Pakistan
| | - Iqra Naeem
- Department of Life Science, School of Science, University of Management and Technology (UMT), Lahore, Pakistan
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Hakim MS, Widyaningsih SA. The recent re-emergence of human monkeypox: Would it become endemic beyond Africa? J Infect Public Health 2023; 16:332-340. [PMID: 36680848 PMCID: PMC9846899 DOI: 10.1016/j.jiph.2023.01.011] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2022] [Revised: 01/11/2023] [Accepted: 01/15/2023] [Indexed: 01/19/2023] Open
Abstract
Viral outbreaks still become global health challenges, for instance, influenza A viruses, Japanese encephalitis, Ebola virus, Yellow fever, and severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). Since 7 May 2022, another outbreak of monkeypox also has been reported in European countries and the United States. Meanwhile, the monkeypox virus is previously endemic only in the western and central parts of Africa. Monkeypox is a zoonotic disease, although the primary animal reservoir remains unknown. This article concisely reviews the monkeypox virus, its transmission, pathogenesis, and clinical manifestation, its changing global epidemiology before and during the current outbreak, and possible driving factors of the recent outbreak. Furthermore, we also discuss whether the monkeypox virus would become endemic beyond Africa. Even though the available data suggests that human-to-human transmission is currently happening and unconnected clusters exist, many efforts have been made to tackle this outbreak, such as active case detection, contact tracing, isolation, and postexposure vaccination.
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Affiliation(s)
- Mohamad S Hakim
- Department of Microbiology, Faculty of Medicine, Public Health and Nursing, Universitas Gadjah Mada, Yogyakarta, Indonesia; Center for Child Health - PRO, Faculty of Medicine, Public Health and Nursing, Universitas Gadjah Mada, Yogyakarta, Indonesia.
| | - Suci A Widyaningsih
- Center for Child Health - PRO, Faculty of Medicine, Public Health and Nursing, Universitas Gadjah Mada, Yogyakarta, Indonesia
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Salcedo RM, Madariaga MG. Monkeypox (hMPXV Infection): A Practical Review. Am J Med 2023; 136:234-243. [PMID: 36495937 PMCID: PMC9729686 DOI: 10.1016/j.amjmed.2022.10.023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/24/2022] [Revised: 10/28/2022] [Accepted: 10/31/2022] [Indexed: 12/13/2022]
Abstract
Monkeypox, a neglected disease previously confined to Africa, is causing a worldwide outbreak affecting predominantly males who have sex with males, especially those who are infected with HIV. The clinical presentation during the current outbreak differs from endemic cases. Treatment with tecovirimat and other antivirals is available. Immunization may be used as preexposure and postexposure prophylaxis.
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Affiliation(s)
| | - Miguel G Madariaga
- Physician Manager, Infectious Disease Associates of Naples, Naples, Fla.
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Núñez-Cortés R, Calatayud J, López-Gil JF, Koyanagi A, Casaña J, López-Bueno R. Risk profile and mode of transmission of Mpox: A rapid review and individual patient data meta-analysis of case studies. Rev Med Virol 2023; 33:e2410. [PMID: 36447360 DOI: 10.1002/rmv.2410] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2022] [Revised: 11/15/2022] [Accepted: 11/16/2022] [Indexed: 12/05/2022]
Abstract
Since May 2022, an outbreak of Mpox in non-endemic countries has become a potential public health threat. The objective of this rapid review was to examine the risk profile and modes of transmission of Mpox. PubMed, Web of Science, and Scopus were searched from inception through July 30 to collect case reports/series on patients with Mpox infection. For meta-analysis, data on the total number of participants and deaths by binary categories of exposure (age, sex, country, other co-infections or existing conditions, and mode of contagion) were used. A total of 62 studies (4659 cases) were included. Most cases came from Africa (84.3%), followed by Europe (13.9%). In 63.6% of the cases, the mode of contagion was human contact, while 22.8% of the cases were by animal contact, and 13.5% were unknown or not reported. The mortality rate was 6.5% throughout these studies. The risk of mortality was higher in the younger age group (risk difference: 0.19; 95% CI: 0.02-0.36), in cases with other co-infections or current chronic conditions (risk difference: 0.03; 95% CI: 0.01-0.05) and in the category of low- and middle-income countries (risk difference: 0.06; 95% CI: 0.05-0.08). There were no significant differences with respect to sex or mode of contagion. These results help to understand the major infection pathways and mortality risk profiles of Mpox and underscores the importance of preventing outbreaks in specific settings, especially in settings densely populated by children, such as day care centres and schools.
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Affiliation(s)
- Rodrigo Núñez-Cortés
- Department of Physiotherapy, Physiotherapy in Motion Multispeciality Research Group (PTinMOTION), University of Valencia, Valencia, Spain
- Department of Physical Therapy, Faculty of Medicine, University of Chile, Santiago, Chile
| | - Joaquín Calatayud
- Exercise Intervention for Health Research Group (EXINH-RG), Department of Physiotherapy, University of Valencia, Valencia, Spain
- National Research Centre for the Working Environment, Copenhagen, Denmark
| | | | - Ai Koyanagi
- Research and Development Unit, Parc Sanitari Sant Joan de Déu, CIBERSAM, ISCIII, ICREA, Barcelona, Spain
| | - José Casaña
- Exercise Intervention for Health Research Group (EXINH-RG), Department of Physiotherapy, University of Valencia, Valencia, Spain
| | - Rubén López-Bueno
- Exercise Intervention for Health Research Group (EXINH-RG), Department of Physiotherapy, University of Valencia, Valencia, Spain
- National Research Centre for the Working Environment, Copenhagen, Denmark
- Department of Physical Medicine and Nursing, University of Zaragoza, Zaragoza, Spain
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Savinkina A, Chitwood M, Kwon J, Pitzer VE, Gonsalves G, Paltiel AD. Planning for Mpox on a College Campus: A Model-Based Decision-Support Tool. Ann Intern Med 2023; 176:340-347. [PMID: 36716454 PMCID: PMC10338074 DOI: 10.7326/m22-2734] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023] Open
Abstract
BACKGROUND In spring and summer 2022, an outbreak of mpox occurred worldwide, largely confined to men who have sex with men (MSM). There was concern that mpox could break swiftly into congregate settings and populations with high levels of regular frequent physical contact, like university campus communities. OBJECTIVE To estimate the likelihood of an mpox outbreak and the potential effect of mitigation measures in a residential college setting. DESIGN A stochastic dynamic SEIR (susceptible, exposed but not infectious, infectious, or recovered) model of mpox transmission in a study population was developed, composed of: a high-risk group representative of the population of MSM with a basic reproductive number (R 0) of 2.4 and a low-risk group with an R 0 of 0.8. Base input assumptions included an incubation time of 7.6 days and time to recovery of 21 days. SETTING U.S. residential college campus. PARTICIPANTS Hypothetical cohort of 6500 students. INTERVENTION Isolation, quarantine, and vaccination of close contacts. MEASUREMENTS Proportion of 1000 simulations producing sustained transmission; mean cases given sustained transmission; maximum students isolated, quarantined, and vaccinated. All projections are estimated over a planning horizon of 100 days. RESULTS Without mitigation measures, the model estimated an 83% likelihood of sustained transmission, leading to an average of 183 cases. With detection and isolation of 20%, 50%, and 80% of cases, the average infections would fall to 117, 37, and 8, respectively. Reactive vaccination of contacts of detected cases (assuming 50% detection and isolation) reduced mean cases from 37 to 17, assuming 20 vaccinated contacts per detected case. Preemptive vaccination of 50% of the high-risk population before outbreak reduced cases from 37 to 14, assuming 50% detection and isolation. LIMITATION A model is a stylized portrayal of behavior and transmission on a university campus. CONCLUSION Based on our current understanding of mpox epidemiology among MSM in the United States, this model-based analysis suggests that future outbreaks of mpox on college campuses may be controlled with timely detection and isolation of symptomatic cases. PRIMARY FUNDING SOURCE National Institutes of Health National Institute on Drug Abuse and National Institute of Allergy and Infectious Diseases.
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Affiliation(s)
- Alexandra Savinkina
- Department of Epidemiology of Microbial Diseases and Public Health Modeling Unit, Yale School of Public Health, New Haven, Connecticut (A.S., M.C., J.K., V.E.P., G.G.)
| | - Melanie Chitwood
- Department of Epidemiology of Microbial Diseases and Public Health Modeling Unit, Yale School of Public Health, New Haven, Connecticut (A.S., M.C., J.K., V.E.P., G.G.)
| | - Jiye Kwon
- Department of Epidemiology of Microbial Diseases and Public Health Modeling Unit, Yale School of Public Health, New Haven, Connecticut (A.S., M.C., J.K., V.E.P., G.G.)
| | - Virginia E Pitzer
- Department of Epidemiology of Microbial Diseases and Public Health Modeling Unit, Yale School of Public Health, New Haven, Connecticut (A.S., M.C., J.K., V.E.P., G.G.)
| | - Gregg Gonsalves
- Department of Epidemiology of Microbial Diseases and Public Health Modeling Unit, Yale School of Public Health, New Haven, Connecticut (A.S., M.C., J.K., V.E.P., G.G.)
| | - A David Paltiel
- Public Health Modeling Unit and Department of Health Policy and Management, Yale School of Public Health, New Haven, Connecticut (A.D.P.)
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Abstract
BACKGROUND The objective of this paper is to analyze the current status of monkeypox worldwide. In the face of this public health threat, our purpose is to elucidate the clinical characteristics and epidemiology of monkeypox, the developmental progress of monkeypox-related drugs and the vaccines available. DATA SOURCES The literature review was performed in databases including PubMed, Science Direct and Google Scholar up to July 2022. RESULTS Since May 2022, the World Health Organization has reported more than 45,000 confirmed cases from 92 nonendemic countries, including nine deaths. Although some women and children have been infected so far, most cases have occurred among men who have sex with other men, especially those with multiple sexual partners or anonymous sex. CONCLUSIONS Pediatric monkeypox infection has been associated with a higher likelihood of severe illness and mortality than in adults. Severe monkeypox illness in pediatrics often requires adjunctive antiviral therapy. It is crucial for all countries to establish sound monitoring and testing systems and be prepared with emergency preparedness.
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Affiliation(s)
- Ya-Mei Dou
- NHC Key Laboratory of Medical Virology and Viral Disease, Chinese Center for Disease Control and Prevention, National Institute for Viral Disease Control and Prevention, 155 Changbai Road, ChangPing District, Beijing, 102206, China
| | - Hang Yuan
- NHC Key Laboratory of Medical Virology and Viral Disease, Chinese Center for Disease Control and Prevention, National Institute for Viral Disease Control and Prevention, 155 Changbai Road, ChangPing District, Beijing, 102206, China
| | - Hou-Wen Tian
- NHC Key Laboratory of Medical Virology and Viral Disease, Chinese Center for Disease Control and Prevention, National Institute for Viral Disease Control and Prevention, 155 Changbai Road, ChangPing District, Beijing, 102206, China.
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Brazão C, Garrido PM, Alpalhão M, Roda Â, Vieitez-Frade J, Ferreira JA, Pelerito A, Carvalho IL, Núncio MS, Cordeiro R, Borrego MJ, Filipe P. Monkeypox virus infection in HIV-1-coinfected patients previously vaccinated against smallpox: A series of 4 cases from Portugal. J Eur Acad Dermatol Venereol 2023; 37:e319-e321. [PMID: 36223385 DOI: 10.1111/jdv.18655] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2022] [Accepted: 10/06/2022] [Indexed: 11/28/2022]
Affiliation(s)
- Cláudia Brazão
- Dermatology and Venereology Department, Hospital de Santa Maria, Centro Hospitalar Universitário Lisboa Norte, Lisbon, Portugal
| | - Pedro Miguel Garrido
- Dermatology and Venereology Department, Hospital de Santa Maria, Centro Hospitalar Universitário Lisboa Norte, Lisbon, Portugal
| | - Miguel Alpalhão
- Dermatology and Venereology Department, Hospital de Santa Maria, Centro Hospitalar Universitário Lisboa Norte, Lisbon, Portugal.,Dermatology and Venereology University Clinic, Faculty of Medicine, University of Lisbon, Lisbon, Portugal
| | - Ângela Roda
- Dermatology and Venereology Department, Hospital de Santa Maria, Centro Hospitalar Universitário Lisboa Norte, Lisbon, Portugal
| | - Joana Vieitez-Frade
- Dermatology and Venereology Department, Hospital de Santa Maria, Centro Hospitalar Universitário Lisboa Norte, Lisbon, Portugal
| | - João Augusto Ferreira
- Dermatology and Venereology Department, Hospital de Santa Maria, Centro Hospitalar Universitário Lisboa Norte, Lisbon, Portugal.,Dermatology and Venereology University Clinic, Faculty of Medicine, University of Lisbon, Lisbon, Portugal.,Dermatology Research Unit, iMM João Lobo Antunes, University of Lisbon, Lisbon, Portugal
| | - Ana Pelerito
- National Institute of Health Doutor Ricardo Jorge, Department of Infectious Diseases, Lisbon, Portugal
| | - Isabel Lopes Carvalho
- National Institute of Health Doutor Ricardo Jorge, Department of Infectious Diseases, Lisbon, Portugal
| | - Maria Sofia Núncio
- National Institute of Health Doutor Ricardo Jorge, Department of Infectious Diseases, Lisbon, Portugal
| | - Rita Cordeiro
- National Institute of Health Doutor Ricardo Jorge, Department of Infectious Diseases, Lisbon, Portugal
| | - Maria José Borrego
- National Institute of Health Doutor Ricardo Jorge, National Reference Laboratory for Curable Sexually Transmitted Infections, Lisbon, Portugal
| | - Paulo Filipe
- Dermatology and Venereology Department, Hospital de Santa Maria, Centro Hospitalar Universitário Lisboa Norte, Lisbon, Portugal.,Dermatology and Venereology University Clinic, Faculty of Medicine, University of Lisbon, Lisbon, Portugal.,Dermatology Research Unit, iMM João Lobo Antunes, University of Lisbon, Lisbon, Portugal
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81
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Chen X, Yuan W, Yang X, Shi Y, Zeng X, Huang J, Wang Y, Li S. Ultrasensitive and Specific Identification of Monkeypox Virus Congo Basin and West African Strains Using a CRISPR/Cas12b-Based Platform. Microbiol Spectr 2023; 11:e0403522. [PMID: 36821485 PMCID: PMC10100855 DOI: 10.1128/spectrum.04035-22] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2022] [Accepted: 01/29/2023] [Indexed: 02/24/2023] Open
Abstract
Human monkeypox (MPX) is a severe and reemerging infectious disease caused by monkeypox virus (MPXV) and forms two distinct lineages, including Congo Basin and West African clades. Due to the absence of specific vaccines and antiviral drugs, developing a point-of-care (POC) testing system to identify MPXV is critical for preventing and controlling MPX transmission. Here, a CRISPR/Cas12b diagnostic platform was integrated with loop-mediated isothermal amplification (LAMP) to devise a novel CRISPR-MPXV approach for ultrasensitive, highly specific, rapid, and simple detection of MPXV Congo Basin and West African strains, and the detection results were interpreted with real-time fluorescence and a gold nanoparticle-based lateral flow biosensor (AuNP-LFB). The optimal detection process, including genomic DNA extraction (15 min), LAMP preamplification (35 min at 66°C), CRISPR/Cas12b-based detection (5 min at 45°C), and AuNP-LFB readout (~2 min), can be completed within 60 min without expensive instruments. Our assay has a limit of detection of 10 copies per test and produces no cross-reaction with any other types of pathogens. Hence, our CRISPR-MPXV assay exhibited considerable potential for POC testing for identifying and distinguishing MPXV Congo Basin and West African strains, especially in regions with resource shortages. IMPORTANCE Monkeypox (MPX), a reemerging zoonotic disease caused by monkeypox virus (MPXV), causes a smallpox-like disease in humans. Early diagnosis is critical to prevent MPX epidemics. Here, CRISPR/Cas12b was integrated with LAMP amplification to devise a novel CRISPR-MPXV approach to achieve highly specific, ultrasensitive, rapid, and visual identification of MPXV Congo Basin and West African strains.
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Affiliation(s)
- Xu Chen
- The Second Clinical College, Guizhou University of Traditional Chinese Medicine, Guiyang, Guizhou, People’s Republic of China
- Clinical Medical Laboratory of the Second Affiliated Hospital, Guizhou University of Traditional Chinese Medicine, Guiyang, Guizhou, People’s Republic of China
| | - Wei Yuan
- Department of Quality Control, Guizhou Provincial Center for Clinical Laboratory, Guiyang, Guizhou, People’s Republic of China
| | - Xinggui Yang
- Guizhou Provincial Centre for Disease Control and Prevention, Guiyang, Guizhou, People’s Republic of China
| | - Yuanfang Shi
- The Second Clinical College, Guizhou University of Traditional Chinese Medicine, Guiyang, Guizhou, People’s Republic of China
| | - Xiaoyan Zeng
- The Second Clinical College, Guizhou University of Traditional Chinese Medicine, Guiyang, Guizhou, People’s Republic of China
- Clinical Medical Laboratory of the Second Affiliated Hospital, Guizhou University of Traditional Chinese Medicine, Guiyang, Guizhou, People’s Republic of China
| | - Junfei Huang
- Guizhou Provincial Centre for Disease Control and Prevention, Guiyang, Guizhou, People’s Republic of China
| | - Yi Wang
- Experimental Research Center, Capital Institute of Pediatrics, Beijing, People’s Republic of China
| | - Shijun Li
- Guizhou Provincial Centre for Disease Control and Prevention, Guiyang, Guizhou, People’s Republic of China
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82
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Americo JL, Earl PL, Moss B. Virulence differences of mpox (monkeypox) virus clades I, IIa, and IIb.1 in a small animal model. Proc Natl Acad Sci U S A 2023; 120:e2220415120. [PMID: 36787354 PMCID: PMC9974501 DOI: 10.1073/pnas.2220415120] [Citation(s) in RCA: 102] [Impact Index Per Article: 51.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2022] [Accepted: 01/19/2023] [Indexed: 02/15/2023] Open
Abstract
Human mpox (monkeypox), a disease with similarities to smallpox, is endemic in Africa where it has persisted as a zoonosis with limited human-to-human spread. Unexpectedly, the disease expanded globally in 2022 driven by human-to-human transmission outside of Africa. It is not yet known whether the latter is due solely to behavioral and environmental factors or whether the mpox virus is adapting to a new host. Genome sequencing has revealed differences between the current outbreak strains, classified as clade IIb, and the prior clade IIa and clade I viruses, but whether these differences contribute to virulence or transmission has not been determined. We demonstrate that the wild-derived inbred castaneous mouse provides an exceptional animal model for investigating clade differences in mpox virus virulence and show that the order is clade I > clade IIa > clade IIb.1. The greatly reduced replication of the clade IIb.1 major outbreak strain in mice and absence of lethality at 100 times the lethal dose of a closely related clade IIa virus, despite similar multiplication in cell culture, suggest that clade IIb is evolving diminished virulence or adapting to other species.
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Affiliation(s)
- Jeffrey L. Americo
- Laboratory of Viral Diseases, National Institute of Allergy and Infectious Diseases, NIH, Bethesda, MD20814
| | - Patricia L. Earl
- Laboratory of Viral Diseases, National Institute of Allergy and Infectious Diseases, NIH, Bethesda, MD20814
| | - Bernard Moss
- Laboratory of Viral Diseases, National Institute of Allergy and Infectious Diseases, NIH, Bethesda, MD20814
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83
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Rampogu S, Kim Y, Kim SW, Lee KW. An overview on monkeypox virus: Pathogenesis, transmission, host interaction and therapeutics. Front Cell Infect Microbiol 2023; 13:1076251. [PMID: 36844409 PMCID: PMC9950268 DOI: 10.3389/fcimb.2023.1076251] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2022] [Accepted: 01/10/2023] [Indexed: 02/12/2023] Open
Abstract
Orthopoxvirus is one of the most notorious genus amongst the Poxviridae family. Monkeypox (MP) is a zoonotic disease that has been spreading throughout Africa. The spread is global, and incidence rates are increasing daily. The spread of the virus is rapid due to human-to-human and animals-to-human transmission. World Health Organization (WHO) has declared monkeypox virus (MPV) as a global health emergency. Since treatment options are limited, it is essential to know the modes of transmission and symptoms to stop disease spread. The information from host-virus interactions revealed significantly expressed genes that are important for the progression of the MP infection. In this review, we highlighted the MP virus structure, transmission modes, and available therapeutic options. Furthermore, this review provides insights for the scientific community to extend their research work in this field.
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Affiliation(s)
- Shailima Rampogu
- Department of Bio & Medical Big Data (BK4 Program), Division of Life Sciences, Research Institute of Natural Science (RINS), Gyeongsang National University (GNU), Jinju, Republic of Korea
| | - Yongseong Kim
- Department of Pharmaceutical Engineering, Kyungnam University, Changwon, Republic of Korea
| | - Seon-Won Kim
- Division of Applied Life Science (BK21 Four), ABC-RLRC, PMBBRC, Gyeongsang National University, Jinju, Republic of Korea
| | - Keun Woo Lee
- Department of Bio & Medical Big Data (BK4 Program), Division of Life Sciences, Research Institute of Natural Science (RINS), Gyeongsang National University (GNU), Jinju, Republic of Korea
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84
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Ahmed SK, Mohamed MG, Dabou EA, Abuijlan I, Chandran D, El-Shall NA, Chopra H, Dhama K. Monkeypox (mpox) in immunosuppressed patients. F1000Res 2023; 12:127. [PMID: 37089133 PMCID: PMC10113800 DOI: 10.12688/f1000research.130272.2] [Citation(s) in RCA: 23] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 03/24/2023] [Indexed: 04/05/2023] Open
Abstract
The World Health Organization (WHO) proclaimed a public health emergency in July 2022 due to the emergence of Mpox (formerly monkeypox) while the globe was still dealing with the COVID-19 epidemic. The characteristics of mpox in immunocompetent individuals are well-characterized, despite difficulties in diagnostics, immunization, and access to treatment that persist in low-income countries. Patients with weakened immune systems are more likely to spread an illness and die from it than healthy people because they cannot mount a protective immune response against it, such as a neutralizing IgG and poxvirus-specific Th1 response. A health warning on severe mpox in people who are immunocompromised due to Human Immunodeficiency virus (HIV) and other illnesses was released by the U.S. Centers for Disease Control and Prevention (CDC) on September 29, 2022. The advice does not specifically include primary immunodeficiency, but it does define other immunocompromising disorders as "having autoimmune disease with immunodeficiency as a clinical component". Both those with healthy immune systems and those with weakened immune systems, such as those who are immunosuppressed, older people, children, etc., have encountered serious health issues, but the latter group is more likely to do so. According to the advisory, "of the people with severe mpox manifestations for whom CDC has been consulted, the majority have had HIV with CD4 counts 200 cells/ml, indicating substantial immunosuppression". However, new cases are still expected to be discovered, especially in low-income countries with limited access to diagnosis, treatment, and prevention, and where a large percentage of the mpox-infected population also has advanced HIV infection. Thus, further research is always needed to determine the best way to treat mpox in immunocompromised people. In this context, we discussed /reviewed the mpox clinical presentation, available treatment options and current preventive guidelines in immunocompromised patients.
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Affiliation(s)
- Sirwan Khalid Ahmed
- Department of Pediatrics, Rania Pediatric & Maternity Teaching Hospital, Rania, Sulaymaniyah, Kurdistan Region, 46012, Iraq
| | - Mona Gamal Mohamed
- RAK College of Nursing, RAK Medical and Health Sciences University, Ras Al Khiamah, United Arab Emirates
| | - Eman Abdelaziz Dabou
- RAK College of Nursing, RAK Medical and Health Sciences University, Ras Al Khiamah, United Arab Emirates
| | - Israa Abuijlan
- RAK College of Nursing, RAK Medical and Health Sciences University, Ras Al Khiamah, United Arab Emirates
| | - Deepak Chandran
- Department of Veterinary Sciences and Animal Husbandry, Amrita School of Agricultural Sciences, Amrita Vishwa Vidyapeetham University, Coimbatore, Tamil Nadu, 642109, India
| | - Nahed A. El-Shall
- Department of Poultry and Fish Diseases, Faculty of Veterinary Medicine, Alexandria University, Edfina, El-Beheira, 22758, Egypt
| | - Hitesh Chopra
- Chitkara College of Pharmacy, Chitkara University, Punjab, 140401, India
| | - Kuldeep Dhama
- Division of Pathology, ICAR-Indian Veterinary Research Institute, Bareilly, Uttar Pradesh, 243122, India
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85
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Ahmed SK, Mohamed MG, Dabou EA, Abuijlan I, Chandran D, El-Shall NA, Chopra H, Dhama K. Monkeypox (mpox) in immunosuppressed patients. F1000Res 2023; 12:127. [PMID: 37089133 PMCID: PMC10113800 DOI: 10.12688/f1000research.130272.1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 03/24/2023] [Indexed: 02/05/2023] Open
Abstract
The World Health Organization (WHO) proclaimed a public health emergency in July 2022 due to the emergence of Mpox (formerly monkeypox) while the globe was still dealing with the COVID-19 epidemic. The characteristics of mpox in immunocompetent individuals are well-characterized, despite difficulties in diagnostics, immunization, and access to treatment that persist in low-income countries. Patients with weakened immune systems are more likely to spread an illness and die from it than healthy people because they cannot mount a protective immune response against it, such as a neutralizing IgG and poxvirus-specific Th1 response. A health warning on severe mpox in people who are immunocompromised due to Human Immunodeficiency virus (HIV) and other illnesses was released by the U.S. Centers for Disease Control and Prevention (CDC) on September 29, 2022. The advice does not specifically include primary immunodeficiency, but it does define other immunocompromising disorders as "having autoimmune disease with immunodeficiency as a clinical component". Both those with healthy immune systems and those with weakened immune systems, such as those who are immunosuppressed, older people, children, etc., have encountered serious health issues, but the latter group is more likely to do so. According to the advisory, "of the people with severe mpox manifestations for whom CDC has been consulted, the majority have had HIV with CD4 counts 200 cells/ml, indicating substantial immunosuppression". However, new cases are still expected to be discovered, especially in low-income countries with limited access to diagnosis, treatment, and prevention, and where a large percentage of the mpox-infected population also has advanced HIV infection. Thus, further research is always needed to determine the best way to treat mpox in immunocompromised people. In this context, we discussed /reviewed the mpox clinical presentation, available treatment options and current preventive guidelines in immunocompromised patients.
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Affiliation(s)
- Sirwan Khalid Ahmed
- Department of Pediatrics, Rania Pediatric & Maternity Teaching Hospital, Rania, Sulaymaniyah, Kurdistan Region, 46012, Iraq
| | - Mona Gamal Mohamed
- RAK College of Nursing, RAK Medical and Health Sciences University, Ras Al Khiamah, United Arab Emirates
| | - Eman Abdelaziz Dabou
- RAK College of Nursing, RAK Medical and Health Sciences University, Ras Al Khiamah, United Arab Emirates
| | - Israa Abuijlan
- RAK College of Nursing, RAK Medical and Health Sciences University, Ras Al Khiamah, United Arab Emirates
| | - Deepak Chandran
- Department of Veterinary Sciences and Animal Husbandry, Amrita School of Agricultural Sciences, Amrita Vishwa Vidyapeetham University, Coimbatore, Tamil Nadu, 642109, India
| | - Nahed A. El-Shall
- Department of Poultry and Fish Diseases, Faculty of Veterinary Medicine, Alexandria University, Edfina, El-Beheira, 22758, Egypt
| | - Hitesh Chopra
- Chitkara College of Pharmacy, Chitkara University, Punjab, 140401, India
| | - Kuldeep Dhama
- Division of Pathology, ICAR-Indian Veterinary Research Institute, Bareilly, Uttar Pradesh, 243122, India
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86
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Potential Inhibitors of Monkeypox Virus Revealed by Molecular Modeling Approach to Viral DNA Topoisomerase I. Molecules 2023; 28:molecules28031444. [PMID: 36771105 PMCID: PMC9919579 DOI: 10.3390/molecules28031444] [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: 12/06/2022] [Revised: 01/13/2023] [Accepted: 01/15/2023] [Indexed: 02/05/2023] Open
Abstract
The monkeypox outbreak has become a global public health emergency. The lack of valid and safe medicine is a crucial obstacle hindering the extermination of orthopoxvirus infections. The identification of potential inhibitors from natural products, including Traditional Chinese Medicine (TCM), by molecular modeling could expand the arsenal of antiviral chemotherapeutic agents. Monkeypox DNA topoisomerase I (TOP1) is a highly conserved viral DNA repair enzyme with a small size and low homology to human proteins. The protein model of viral DNA TOP1 was obtained by homology modeling. The reliability of the TOP1 model was validated by analyzing its Ramachandran plot and by determining the compatibility of the 3D model with its sequence using the Verify 3D and PROCHECK services. In order to identify potential inhibitors of TOP1, an integrated library of 4103 natural products was screened via Glide docking. Surface Plasmon Resonance (SPR) was further implemented to assay the complex binding affinity. Molecular dynamics simulations (100 ns) were combined with molecular mechanics Poisson-Boltzmann surface area (MM/PBSA) computations to reveal the binding mechanisms of the complex. As a result, three natural compounds were highlighted as potential inhibitors via docking-based virtual screening. Rosmarinic acid, myricitrin, quercitrin, and ofloxacin can bind TOP1 with KD values of 2.16 μM, 3.54 μM, 4.77 μM, and 5.46 μM, respectively, indicating a good inhibitory effect against MPXV. The MM/PBSA calculations revealed that rosmarinic acid had the lowest binding free energy at -16.18 kcal/mol. Myricitrin had a binding free energy of -13.87 kcal/mol, quercitrin had a binding free energy of -9.40 kcal/mol, and ofloxacin had a binding free energy of -9.64 kcal/mol. The outputs (RMSD/RMSF/Rg/SASA) also indicated that the systems were well-behaved towards the complex. The selected compounds formed several key hydrogen bonds with TOP1 residues (TYR274, LYS167, GLY132, LYS133, etc.) via the binding mode analysis. TYR274 was predicted to be a pivotal residue for compound interactions in the binding pocket of TOP1. The results of the enrichment analyses illustrated the potential pharmacological networks of rosmarinic acid. The molecular modeling approach may be acceptable for the identification and design of novel poxvirus inhibitors; however, further studies are warranted to evaluate their therapeutic potential.
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87
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Li Y, Peng X, Fu L, Wang B, Sun Y, Chen Y, Lin YF, Wu X, Liu Q, Gao Y, Zheng W, Bian J, Lu Z, Meng X, Xue H, Li H, Jiang H, Zou H. Monkeypox awareness and low vaccination hesitancy among men who have sex with men in China. J Med Virol 2023; 95:e28567. [PMID: 36786385 DOI: 10.1002/jmv.28567] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2022] [Revised: 01/24/2023] [Accepted: 02/04/2023] [Indexed: 02/15/2023]
Abstract
Men who have sex with men (MSM) have been recommended for targeted monkeypox vaccination. We aimed to investigate monkeypox awareness and explore the correlates of monkeypox vaccination hesitancy among MSM in China. We conducted a cross-sectional survey from August 10 to September 9, 2022. Awareness related to monkeypox and attitude toward monkeypox vaccination among MSM aged ≥18 years were collected. Multivariable logistic regression was applied to evaluate correlates of vaccination hesitancy. The discrepancy in awareness between subgroups regarding HIV status was assessed. A total of 1090 MSM were included (age: median 30 years, interquartile range [IQR], 25-35; HIV-infected: 53.12%). Only 13.85% of respondents expressed high monkeypox vaccination hesitancy. Hesitancy was associated with no fixed income (adjuster odds ratio [aOR], 2.46, 95% confidence interval [CI], 1.48-4.11), infrequent information following (sometimes, 3.01, 1.55-5.83; seldom or never, 5.66, 2.58-12.45), and lack of worries about monkeypox endemic (1.78, 1.11-2.87). Participants who believed that HIV-infected cases accounted for a smaller proportion (1.62, 1.01-2.60), disagreed that monkeypox virus could be detected in semen (2.21, 1.26-3.88), and considered either replication-competent (1.84, 1.14-2.96) or replication-deficient (4.80, 2.26-10.21) monkeypox vaccine unsuitable for HIV-infected people were generally more hesitant. Compared with HIV-uninfected MSM, HIV-infected MSM supported more for vaccination promotion. MSM in China had low hesitancy toward monkeypox vaccination. Safety and affordability of vaccine and availability of information were essential aspects to reduce hesitancy. Education on vaccination benefits should be encouraged to promote future vaccination plans.
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Affiliation(s)
- Yuwei Li
- School of Public Health (Shenzhen), Sun Yat-sen University, Shenzhen, China
| | - Xin Peng
- School of Public Health (Shenzhen), Sun Yat-sen University, Shenzhen, China
| | - Leiwen Fu
- School of Public Health (Shenzhen), Sun Yat-sen University, Shenzhen, China
| | - Bingyi Wang
- School of Public Health (Shenzhen), Sun Yat-sen University, Shenzhen, China
| | - Yinghui Sun
- School of Public Health (Shenzhen), Sun Yat-sen University, Shenzhen, China
| | - Yuanyi Chen
- School of Public Health (Shenzhen), Sun Yat-sen University, Shenzhen, China
| | - Yi-Fan Lin
- School of Public Health (Shenzhen), Sun Yat-sen University, Shenzhen, China
| | - Xinsheng Wu
- School of Public Health (Shenzhen), Sun Yat-sen University, Shenzhen, China
| | - Qi Liu
- School of Public Health (Shenzhen), Sun Yat-sen University, Shenzhen, China
| | - Yanxiao Gao
- School of Public Health (Shenzhen), Sun Yat-sen University, Shenzhen, China
| | - Weiran Zheng
- School of Public Health (Shenzhen), Sun Yat-sen University, Shenzhen, China
| | - Junye Bian
- School of Public Health (Shenzhen), Sun Yat-sen University, Shenzhen, China
| | - Zhen Lu
- School of Public Health (Shenzhen), Sun Yat-sen University, Shenzhen, China
| | - Xiaojun Meng
- Wuxi Municipal Center for Disease Control and Prevention, Wuxi, China
| | - Hui Xue
- Beijing BlueCity Youning Health Management Co., Beijing, China
| | - Hui Li
- Shizhong District Center for Disease Control and Prevention, Jinan, China
| | - Hongbo Jiang
- Department of Epidemiology and Biostatistics, School of Public Health, Guangdong Pharmaceutical University, Guangzhou, China
| | - Huachun Zou
- School of Public Health (Shenzhen), Sun Yat-sen University, Shenzhen, China
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88
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Joy BK, Donovan AL, McCracken GR, Pettipas J, Grudeski E, Majer A, Mandes R, Booth TF, Hatchette TF, Patriquin G, LeBlanc JJ. Hunting for mpox (monkeypox) mimickers: Use of the Biofire meningitis/encephalitis panel on lesion swabs to support alternative viral diagnoses. J Clin Virol 2023; 159:105356. [PMID: 36608619 PMCID: PMC9789924 DOI: 10.1016/j.jcv.2022.105356] [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: 09/07/2022] [Revised: 12/08/2022] [Accepted: 12/18/2022] [Indexed: 12/26/2022]
Abstract
BACKGROUND Mpox (formerly monkeypox) is an emerging zoonotic disease of public health concern that presents as a rash mimicking other common viral exanthems. Unlike traditional testing algorithms relying on several assays, the BioFire FilmArray meningitis/encephalitis (ME) panel simultaneously detects common viruses causing rashes; however, Biofire ME is only licensed for testing on cerebral spinal fluid. OBJECTIVES This study evaluated use of the Biofire ME panel for detection and discrimination of herpes simplex virus types 1 and 2 (HSV-1 and HSV-2), varicella zoster virus (VZV), human herpesviruses type 6 (HHV-6), enteroviruses (EVs), and human paraechoviruses (HPeVs) from a dermal or mucocutaneous swabs collected in universal transport media (UTM). STUDY DESIGN Results of the BioFire ME panel were compared against methods used during clinical testing. Ten-fold serial dilutions in UTM of cultured viruses were used to compare analytical sensitivity, and analytical specificity was assessed using panels of microorganisms in UTM. Clinical sensitivity and specificity were assessed using 20 positive specimens each for HHV-1, HHV-2, HHV-6, VZV, EVs, and HPeV, as well as 35 known negative specimens that included 15 mpox-positive specimens. RESULTS Biofire ME was as sensitive as comparator methods, and correctly discriminated all HSV-1, HSV-2, VZV, HHV-6, EVs, and HPeVs from mpox and mpox-mimickers. Cross-reaction between EV and rhinoviruses A, B, and C were noted in the specificity panel. CONCLUSIONS Swabs in UTM collected for mpox testing are suitable for use on the Biofire ME panel, allowing more streamlined diagnostic testing for viral exanthems in patients under investigation for mpox infection.
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Affiliation(s)
- Bryn K. Joy
- Medical Sciences Program, Faculty of Sciences, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Alexis L. Donovan
- School of Medicine, Royal College of Surgeons in Ireland (RSCI) University of Medicine and Health Sciences, Dublin, Ireland
| | - Gregory R. McCracken
- Division of Microbiology, Department of Pathology and Laboratory Medicine, Nova Scotia Health, Halifax, Nova Scotia, Canada
| | - Janice Pettipas
- Nova Scotia Provincial Public Health Laboratory Network (PPHLN), Halifax, Nova Scotia, Canada
| | - Elsie Grudeski
- Enteroviruses and Enteric Viruses Laboratory, National Microbiology Laboratory (NML), Winnipeg, Manitoba, Canada
| | - Anna Majer
- Enteroviruses and Enteric Viruses Laboratory, National Microbiology Laboratory (NML), Winnipeg, Manitoba, Canada
| | - Russell Mandes
- Enteroviruses and Enteric Viruses Laboratory, National Microbiology Laboratory (NML), Winnipeg, Manitoba, Canada
| | - Tim F. Booth
- Enteroviruses and Enteric Viruses Laboratory, National Microbiology Laboratory (NML), Winnipeg, Manitoba, Canada
| | - Todd F. Hatchette
- Division of Microbiology, Department of Pathology and Laboratory Medicine, Nova Scotia Health, Halifax, Nova Scotia, Canada,Department of Pathology, Dalhousie University, Halifax, Nova Scotia, Canada,Department of Medicine, Dalhousie University, Halifax, Nova Scotia, Canada.,Department of Microbiology and Immunology, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Glenn Patriquin
- Division of Microbiology, Department of Pathology and Laboratory Medicine, Nova Scotia Health, Halifax, Nova Scotia, Canada,Department of Pathology, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Jason J. LeBlanc
- Division of Microbiology, Department of Pathology and Laboratory Medicine, Nova Scotia Health, Halifax, Nova Scotia, Canada,Department of Pathology, Dalhousie University, Halifax, Nova Scotia, Canada,Department of Medicine, Dalhousie University, Halifax, Nova Scotia, Canada.,Department of Microbiology and Immunology, Dalhousie University, Halifax, Nova Scotia, Canada.,Corresponding author at: Division of Microbiology, Department of Pathology and Laboratory Medicine, Nova Scotia Health (NSH), Room 404B, MacKenzie Building, 5788 University Avenue, Halifax, Nova Scotia, B3H 1V8, Canada
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Patruno C, Napolitano M, Genco L, Passante M, Lacarrubba F, Noto M, Fabbrocini G. Monkeypox: a dermatologist perspective. Ital J Dermatol Venerol 2023; 158:21-25. [PMID: 36939499 DOI: 10.23736/s2784-8671.23.07448-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/21/2023]
Abstract
Monkeypox (MPX) is a human zoonotic disease due to Monkeypox virus. Morbidity and mortality are lower than in other Orthopox virus diseases, in particular smallpox. MPX is an endemic disease of Western and Central Africa. However, a multi-country outbreak is currently taking place in many non-endemic countries. The clinical and epidemiological characteristics of this epidemic appear peculiar, with significant differences compared to those of the endemic areas. In particular, it predominantly affects males having sex with males, and the route of sexual transmission appears to be particularly frequent. This has led to considerable media interest and concern among the population. Dermatologists are likely to be consulted frequently during the outbreak, especially for the differential diagnosis. Indeed, although MPX can affect various organs, the skin is constantly involved. Since the skin rash have different stages of development, MPX should be differentiate from several, common skin diseases, also because the systemic symptoms can be variable and of different severity. Therefore, dermatologists must be aware of the clinical characteristics of the disease and its management.
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Affiliation(s)
- Cataldo Patruno
- Department of Health Sciences, University Magna Graecia of Catanzaro, Catanzaro, Italy
| | - Maddalena Napolitano
- Vincenzo Tiberio Department of Medicine and Health Sciences, University of Molise, Campobasso, Italy -
| | - Lucia Genco
- Section of Dermatology, Department of Clinical Medicine and Surgery, University of Naples Federico II, Naples, Italy
| | - Maria Passante
- Department of Health Sciences, University Magna Graecia of Catanzaro, Catanzaro, Italy
| | | | - Matteo Noto
- Section of Dermatology, Department of Clinical Medicine and Surgery, University of Naples Federico II, Naples, Italy
| | - Gabriella Fabbrocini
- Section of Dermatology, Department of Clinical Medicine and Surgery, University of Naples Federico II, Naples, Italy
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90
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Moretti M, Heymans B, Yin N, Kaur S, Libois A, Quoilin S, Martin C. Diagnostic approach to monkeypox outbreak, a case-control study. Int J STD AIDS 2023; 34:338-345. [PMID: 36688279 DOI: 10.1177/09564624231152789] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
Abstract
BACKGROUND An international outbreak of the monkeypox (MPX) virus is ongoing with a different clinical presentation than previously reported. OBJECTIVE A monocentric retrospective study was designed to investigate clinical predictors of confirmed MPX cases among a group of patients referred for MPX screening. Furthermore, the additional value of performing a real-time polymerase chain reaction (RT-PCR) on multiple anatomical sites was analyzed. METHODS Between 28/05/2022 and 22/07/2022, the medical records of patients referred for MPX screening were investigated. Patients with positive RT-PCR were defined as cases, while the ones with negative RT-PCR as controls. Multivariable regression analysis was performed to estimate predictors of MPX diagnosis. RESULTS Among the 141 included patients, 85 (60%) had at least one positive RT-PCR for MPX. Carrying out RT-PCR only on the swab obtained by skin lesion sampling, 7 patients (7/85: 8%) would have been misdiagnosed. Multivariable regression analysis showed significant differences in the independent variables: "being men who have sex with men (MSM)", "living with HIV", "having multiple sexual partners in the last 3 weeks", and "having skin lesions in the anogenital area" for prediction of MPX diagnosis. These four discriminants were used to create a score to improve diagnosis in patients screened for MPX. CONCLUSION MPX diagnosis was associated with being MSM, living with HIV, having multiple sexual partners, and presenting with anogenital skin lesions. In this study, the derived score had good sensitivity and specificity to predict MPX diagnosis. Finally, performing multi-site swabs for MPX RT-PCR might lower false negative rates.
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Affiliation(s)
- Marco Moretti
- Department of internal medicine and infectious diseases, 81880CHU Saint Pierre, ULB, Brussels, Belgium.,Department of internal medicine and infectious disease, UZ Brussel, VUB, Brussels, Belgium
| | - Benjamin Heymans
- Department of internal medicine and infectious diseases, 81880CHU Saint Pierre, ULB, Brussels, Belgium
| | - Nicolas Yin
- Department of Microbiology, 26659Laboratoire Hospitalier Universitaire de Bruxelles - Universitair Laboratorium Brussel (LHUB-ULB), ULB, Brussels, Belgium
| | - Simran Kaur
- Department of internal medicine and infectious diseases, 81880CHU Saint Pierre, ULB, Brussels, Belgium
| | - Agnes Libois
- Department of internal medicine and infectious diseases, 81880CHU Saint Pierre, ULB, Brussels, Belgium
| | - Sophie Quoilin
- Department of hospital hygiene, 81880CHU Saint Pierre, ULB, Brussels, Belgium
| | - Charlotte Martin
- Department of internal medicine and infectious diseases, 81880CHU Saint Pierre, ULB, Brussels, Belgium
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91
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Tehranchinia Z, Robati RM, Moravvej H, Memariani M, Memariani H. Monkeypox Disease with a Focus on the 2022 Outbreak; a Narrative Review. ARCHIVES OF ACADEMIC EMERGENCY MEDICINE 2023; 11:e19. [PMID: 36743704 PMCID: PMC9887230 DOI: 10.22037/aaem.v11i1.1856] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Monkeypox is a zoonotic disease caused by a double-stranded DNA virus belonging to the genus Orthopoxvirus. Despite being endemic in Central and West Africa, the disease has received relatively little research attention until recent times. As the Coronavirus disease 2019 (COVID-19) pandemic continues to affect the world, the rising number of monkeypox cases in non-endemic countries has further stoked global public health concerns about another pandemic. Unlike previous outbreaks outside Africa, most patients in the present outbreak had no history of travel to the endemic regions. The overwhelming majority of patients were initially identified amongst homosexual men, who had attended large gatherings. Mutations in the coding regions of the viral genome may have resulted in fitness adaptation, enhancement of immune evasion mechanisms, and more efficient transmissibility of the 2022 monkeypox virus. Multiple factors such as diminished cross-protective herd immunity (cessation of smallpox vaccination), deforestation, civil war, refugee displacement, farming, enhanced global interconnectedness, and even climate change may facilitate the unexpected emergence of the disease. In light of the increasing number of cases reported in the present outbreak, healthcare professionals should update their knowledge about monkeypox disease, including its diagnosis, prevention, and clinical management. Herein, we provide an overview of monkeypox, with a focus on the 2022 outbreak, to serve as a primer for clinical practitioners who may encounter the disease in their practice.
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Affiliation(s)
- Zohreh Tehranchinia
- Skin Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Reza M Robati
- Skin Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Hamideh Moravvej
- Skin Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Mojtaba Memariani
- Skin Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Hamed Memariani
- Skin Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran
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92
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Mitjà O, Ogoina D, Titanji BK, Galvan C, Muyembe JJ, Marks M, Orkin CM. Monkeypox. Lancet 2023; 401:60-74. [PMID: 36403582 PMCID: PMC9671644 DOI: 10.1016/s0140-6736(22)02075-x] [Citation(s) in RCA: 276] [Impact Index Per Article: 138.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/12/2022] [Revised: 10/12/2022] [Accepted: 10/19/2022] [Indexed: 11/19/2022]
Abstract
Monkeypox is a zoonotic illness caused by the monkeypox virus, an Orthopoxvirus in the same genus as the variola, vaccinia, and cowpox viruses. Since the detection of the first human case in the Democratic Republic of the Congo in 1970, the disease has caused sporadic infections and outbreaks, mainly restricted to some countries in west and central Africa. In July, 2022, WHO declared monkeypox a Public Health Emergency of International Concern, on account of the unprecedented global spread of the disease outside previously endemic countries in Africa and the need for global solidarity to address this previously neglected disease. The 2022 outbreak has been primarily associated with close intimate contact (including sexual activity) and most cases have been diagnosed among men who have sex with men, who often present with novel epidemiological and clinical characteristics. In the 2022 outbreak, the incubation period ranges from 7 days to 10 days and most patients present with a systemic illness that includes fever and myalgia and a characteristic rash, with papules that evolve to vesicles, pustules, and crusts in the genital, anal, or oral regions and often involve the mucosa. Complications that require medical treatment (eg, antiviral therapy, antibacterials, and pain control) occur in up to 40% of patients and include rectal pain, odynophagia, penile oedema, and skin and anorectal abscesses. Most patients have a self-limited illness; between 1% and 13% require hospital admission (for treatment or isolation), and the case-fatality rate is less than 0·1%. A diagnosis can be made through the presence of Orthopoxvirus DNA in PCRs from lesion swabs or body fluids. Patients with severe manifestations and people at risk of severe disease (eg, immunosuppressed people) could benefit from antiviral treatment (eg, tecovirimat). The current strategy for post-exposure prophylaxis or pre-exposure prophylaxis for people at high risk is vaccination with the non-replicating modified vaccinia Ankara. Antiviral treatment and vaccines are not yet available in endemic countries in Africa.
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Affiliation(s)
- Oriol Mitjà
- Skin Neglected Tropical Diseases and Sexually Transmitted Infections section, Hospital Universitari Germans Trías i Pujol, Badalona, Spain; Fight Infectious Diseases Foundation, Badalona, Spain; School of Medicine and Health Sciences, University of Papua New Guinea, Port Moresby, Papua New Guinea.
| | - Dimie Ogoina
- Department of Internal Medicine, Infectious Diseases Unit, Niger Delta University and Niger Delta University Teaching Hospital, Bayelsa, Nigeria
| | - Boghuma K Titanji
- Division of Infectious Diseases, Emory University School of Medicine, Atlanta, GA, USA; Medecins du Cameroun (Medcamer), Yaoundé, Cameroon
| | | | - Jean-Jacques Muyembe
- Institut National de Recherche Biomedicale, Kinshasa, Democratic Republic of the Congo
| | - Michael Marks
- London School of Hygiene & Tropical Medicine, London, UK; Hospital for Tropical Diseases, University College London Hospital, London, UK; Division of Infection and Immunology, University College London, London, UK
| | - Chloe M Orkin
- Centre for Immunobiology, Blizard Institute, Queen Mary University, London, UK
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93
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Sookaromdee P, Wiwanitkit V. Protective immunity rate against monkeypox: expectation for present and future in case that there is no smallpox vaccine booster. AMERICAN JOURNAL OF CLINICAL AND EXPERIMENTAL IMMUNOLOGY 2023; 12:1-5. [PMID: 36937829 PMCID: PMC10017919] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 08/10/2022] [Accepted: 01/07/2023] [Indexed: 03/21/2023]
Abstract
OBJECTIVES Monkeypox is now regarded as a major global public health concern. A common symptom of this disease is an acute febrile illness with skin sores. The likelihood of the virus spreading from person to person is increasing. The aim of the present study is to estimate the protective immunity rate against monkeypox. METHODS Based on the current situation in Africa, the authors forecast the protective immunity rate against monkeypox for the present and future if a smallpox vaccination booster is not available. The clinical mathematical model was used. The primary data for analysis include data on the current serological rate against smallpox and data on the declining rate of smallpox immunity after the last vaccination. RESULTS According to the current clinical modeling study, protective immunity to monkeypox is limited. The rate among people who have previously been immunized against smallpox is still higher than the general population rate. If the present monkeypox outbreak (2022) is not successfully controlled, there could be a severe public health danger, such as a pandemic. On a larger scale, in a few years, no immunity will be a concern. CONCLUSIONS To suppress the current monkeypox outbreak, it may be necessary to research the use of a novel monkeypox immunization or a traditional smallpox vaccine.
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94
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Hamdana AH, Mohsin H, Habib Tharwani Z, Masood W, Furqana AQ, Sohail A, Durdana AR, Ashraf MT, Uddin N, Islam Z, Essar MY, Marzo RR, Habib Z. Monkeypox Virus and Other Emerging Outbreaks: An Overview and Future Perspective. INQUIRY : A JOURNAL OF MEDICAL CARE ORGANIZATION, PROVISION AND FINANCING 2023; 60:469580231175437. [PMID: 37190997 PMCID: PMC10192795 DOI: 10.1177/00469580231175437] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/01/2022] [Revised: 04/20/2023] [Accepted: 04/25/2023] [Indexed: 05/17/2023]
Abstract
Monkeypox (MPX) is a zoonotic disease caused by the MPX virus from the poxviridae family of orthopoxviruses. Typically, endemic in central and west Africa, it has now become a matter of concern since cases have been reported in non-endemic countries around mid-June 2022, especially in the European region, with the transmission not related to travel. The diagnosis is made by PCR testing of the skin lesions. Even though treatment is symptomatic, antiretrovirals, such as tecovirimat, are used in severe cases. Vaccination with second and third generation vaccines is approved for prophylaxis in high risk individuals. Unfortunately, these options of treatment and prevention are only available in high income countries at the moment. This review, through a thorough literature search of articles from 2017 onward, focuses on epidemiology, clinical manifestations, challenges, treatment, prevention and control of MPX virus and how they can be corelated with other viral outbreaks including COVID-19, Acute Hepatitis of unknown origin, Measles and Dengue, to better predict and therefore prevent its transmission. The previous COVID-19 pandemic increased the disease burden on healthcare infrastructure of low-middle income countries, therefore, this recent MPX outbreak calls for a joint effort from healthcare authorities, political figures, and NGOs to combat the disease and prevent its further spread not only in high income but also in middle- and low-income countries.
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Affiliation(s)
| | - Habiba Mohsin
- Dow University of Health Sciences,
Karachi, Pakistan
| | | | | | | | - Affan Sohail
- Dow University of Health Sciences,
Karachi, Pakistan
| | | | | | - Naseer Uddin
- Dow University of Health Sciences,
Karachi, Pakistan
| | - Zarmina Islam
- Dow University of Health Sciences,
Karachi, Pakistan
| | - Mohammad Yasir Essar
- Afghanistan National Charity
Organization for Special Diseases, Kabul, Afghanistan
- Kabul University of Medical Sciences,
Kabul, Afghanistan
| | - Roy Rillera Marzo
- Department of Community Medicine,
International Medical School, Management and Science University, Malaysia
- Global Public Health, Jeffrey Cheah
School of Medicine and Health Sciences, Monash University Malaysia, Bandar Sunway,
Malaysia
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95
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Muacevic A, Adler JR. Monkeypox: Treatment, Vaccination, and Prevention. Cureus 2023; 15:e33434. [PMID: 36751201 PMCID: PMC9899345 DOI: 10.7759/cureus.33434] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Accepted: 01/05/2023] [Indexed: 01/09/2023] Open
Abstract
In regions where the disease is endemic, Monkeypox (MPV) transmission related to healthcare has been seen on numerous occasions. This disease has episodes of occurrence in certain regions around the globe, such as in the Democratic Republic of Congo's (DRC) Tshuapa region. Here, the disease was found with a prevalence of 0.35 per 1000, as per data collected by the Centers for Disease Control and Prevention (CDC) of the United States (US). Data also shows approximately 100 confirmed cases of MPV for every infection among Healthcare Workers (HCWs). These findings and scientific research on burns, superficial wounds, herpes, eczema vaccine, and other conditions indicate that MPV sufferers might get an advantage from medical care to lessen the effects of weakened skin and mucosa. This should involve guarding delicate anatomical areas like the eyes and genitalia, maintaining enough hydration and nourishment, and preventing and treating consequences like secondary bacterial diseases. In the DRC, this disease was first recognized in 1970. Since then, it has spread to numerous nations around the globe and gained substantial epidemiological significance. The most recent epidemic has taken place in 2022 worldwide. The viruses that cause MPV and cowpox are currently regarded as emerging. Because of the rise in international travel, the popularity of exotic pets, and the decline in smallpox vaccination rates, they pose a significant danger of spreading. Although it is believed that this viral illness will eventually go away on its own, the possibility of the pandemic raises several serious problems for the general public's health. In addition to providing a broad overview of the Monkeypox Virus (MPXV), this study will detail the epidemiology, clinical hallmarks, assessment, and treatment of MPV sufferers.
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96
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Artificial Neural Networks for the Prediction of Monkeypox Outbreak. Trop Med Infect Dis 2022; 7:tropicalmed7120424. [PMID: 36548679 PMCID: PMC9783768 DOI: 10.3390/tropicalmed7120424] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2022] [Revised: 11/23/2022] [Accepted: 11/24/2022] [Indexed: 12/13/2022] Open
Abstract
While the world is still struggling to recover from the harm caused by the widespread COVID-19 pandemic, the monkeypox virus now poses a new threat of becoming a pandemic. Although it is not as dangerous or infectious as COVID-19, new cases of the disease are nevertheless being reported daily from many countries. In this study, we have used public datasets provided by the European Centre for Disease Prevention and Control for developing a prediction model for the spread of the monkeypox outbreak to and throughout the USA, Germany, the UK, France and Canada. We have used certain effective neural network models for this purpose. The novelty of this study is that a neural network model for a time series monkeypox dataset is developed and compared with LSTM and GRU models using an adaptive moment estimation (ADAM) optimizer. The Levenberg-Marquardt (LM) learning technique is used to develop and validate a single hidden layer artificial neural network (ANN) model. Different ANN model architectures with varying numbers of hidden layer neurons were trained, and the K-fold cross-validation early stopping validation approach was employed to identify the optimum structure with the best generalization potential. In the regression analysis, our ANN model gives a good R-value of almost 99%, the LSTM model gives almost 98% and the GRU model gives almost 98%. These three model fits demonstrated that there was a good agreement between the experimental data and the forecasted values. The results of our experiments show that the ANN model performs better than the other methods on the collected monkeypox dataset in all five countries. To the best of the authors' knowledge, this is the first report that has used ANN, LSTM and GRU to predict a monkeypox outbreak in all five countries.
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97
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Muacevic A, Adler JR, AlAnazi MM, Ayyashi MJ, Khubrani AA, Khormi YB, Shbeir LA, Alatif SI, Alfagih AE. The Global Human Monkeypox Outbreak and Management: A Comprehensive Literature Review. Cureus 2022; 14:e32557. [PMID: 36654643 PMCID: PMC9840451 DOI: 10.7759/cureus.32557] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/15/2022] [Indexed: 12/23/2022] Open
Abstract
Monkeypox (MPX) belongs to the genus Orthopoxvirus (OPV), family Poxviridae, and sub-family Chordopoxvirinae. Human monkeypox (HMPX) is a viral zoonotic illness caused by the monkeypox virus (MPXV). Several non-endemic countries have confirmed MPX cases across the globe. Therefore, consider an outbreak to be a global health emergency. MPXV transmits from animals to humans via infected animals, and there is currently human-to-human transmission, notably among guys who have sexual relations with males. Healthcare interventions are required to stop outbreaks. These include strict isolation and care for MPX patients while they are still contagious or until the skin lesions dry out and crust over. JYNNEOS was approved as a vaccine for the prevention of MPXV. Tecovirimat is licensed to treat severe MPX or risk developing a serious disease. We should encourage international cooperation to conduct clinical trials investigating the effectiveness and safety of MPXV vaccines and antiviral medications. Precautions must be taken at the global level to prevent an MPXV outbreak.
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98
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Poland GA, Kennedy RB, Tosh PK. Prevention of monkeypox with vaccines: a rapid review. THE LANCET. INFECTIOUS DISEASES 2022; 22:e349-e358. [PMID: 36116460 PMCID: PMC9628950 DOI: 10.1016/s1473-3099(22)00574-6] [Citation(s) in RCA: 132] [Impact Index Per Article: 44.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Revised: 08/10/2022] [Accepted: 08/11/2022] [Indexed: 01/09/2023]
Abstract
The largest outbreak of monkeypox in history began in May, 2022, and has rapidly spread across the globe ever since. The purpose of this Review is to briefly describe human immune responses to orthopoxviruses; provide an overview of the vaccines available to combat this outbreak; and discuss the various clinical data and animal studies evaluating protective immunity to monkeypox elicited by vaccinia virus-based smallpox vaccines, address ongoing concerns regarding the outbreak, and provide suggestions for the appropriate use of vaccines as an outbreak control measure. Data showing clinical effectiveness (~85%) of smallpox vaccines against monkeypox come from surveillance studies conducted in central Africa in the 1980s and later during outbreaks in the same area. These data are supported by a large number of animal studies (primarily in non-human primates) with live virus challenge by various inoculation routes. These studies uniformly showed a high degree of protection and immunity against monkeypox virus following vaccination with various smallpox vaccines. Smallpox vaccines represent an effective countermeasure that can be used to control monkeypox outbreaks. However, smallpox vaccines do cause side-effects and the replication-competent, second-generation vaccines have contraindications. Third-generation vaccines, although safer for use in immunocompromised populations, require two doses, which is an impediment to rapid outbreak response. Lessons learned from the COVID-19 pandemic should be used to inform our collective response to this monkeypox outbreak and to future outbreaks.
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Affiliation(s)
| | | | - Pritish K Tosh
- Mayo Vaccine Research Group, Mayo Clinic, Rochester, MN, USA,Division of Public Health, Infectious Diseases, and Occupational Medicine, Mayo Clinic, Rochester, MN, USA
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99
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The evolving epidemiology of monkeypox virus. Cytokine Growth Factor Rev 2022; 68:1-12. [PMID: 36244878 PMCID: PMC9547435 DOI: 10.1016/j.cytogfr.2022.10.002] [Citation(s) in RCA: 52] [Impact Index Per Article: 17.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2022] [Revised: 09/28/2022] [Accepted: 10/06/2022] [Indexed: 02/07/2023]
Abstract
Monkeypox, caused by the monkeypox virus (MPXV), is a zoonotic disease endemic mainly in West and Central Africa. As of 27 September 2022, human monkeypox has occurred in more than 100 countries (mostly in non-endemic regions) and caused over 66,000 confirmed cases, which differs from previous epidemics that mainly affected African countries. Due to the increasing number of confirmed cases worldwide, the World Health Organization (WHO) has declared the monkeypox outbreak as a Public Health Emergency of International Concern on July 23, 2022. The international outbreak of human monkeypox represents a novel route of transmission for MPXV, with genital lesions as the primary infection, and the emergence of monkeypox in the current outbreak is also new, as novel variants emerge. Clinical physicians and scientists should be aware of this emerging situation, which presents a different scenario from previous outbreaks. In this review, we will discuss the molecular virology, evasion of antiviral immunity, epidemiology, evolution, and detection of MPXV, as well as prophylaxis and treatment strategies for monkeypox. This review also emphasizes the integration of relevant epidemiological data with genomic surveillance data to obtain real-time data, which could formulate prevention and control measures to curb this outbreak.
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100
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Besombes C, Mbrenga F, Schaeffer L, Malaka C, Gonofio E, Landier J, Vickos U, Konamna X, Selekon B, Dankpea JN, Von Platen C, Houndjahoue FG, Ouaïmon DS, Hassanin A, Berthet N, Manuguerra JC, Gessain A, Fontanet A, Nakouné-Yandoko E. National Monkeypox Surveillance, Central African Republic, 2001-2021. Emerg Infect Dis 2022; 28:2435-2445. [PMID: 36328951 PMCID: PMC9707566 DOI: 10.3201/eid2812.220897] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2023] Open
Abstract
We analyzed monkeypox disease surveillance in Central African Republic (CAR) during 2001-2021. Surveillance data show 95 suspected outbreaks, 40 of which were confirmed as monkeypox, comprising 99 confirmed and 61 suspected monkeypox cases. After 2018, CAR's annual rate of confirmed outbreaks increased, and 65% of outbreaks occurred in 2 forested regions bordering the Democratic Republic of the Congo. The median patient age for confirmed cases was 15.5 years. The overall case-fatality ratio was 7.5% (12/160) for confirmed and suspected cases, 9.6% (8/83) for children <16 years of age. Decreasing cross-protective immunity from smallpox vaccination and recent ecologic alterations likely contribute to increased monkeypox outbreaks in Central Africa. High fatality rates associated with monkeypox virus clade I also are a local and international concern. Ongoing investigations of zoonotic sources and environmental changes that increase human exposure could inform practices to prevent monkeypox expansion into local communities and beyond endemic areas.
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Affiliation(s)
- Camille Besombes
- Sorbonne Université, Paris, France (C. Besombes)
- Institut Pasteur, Paris (C. Besombes, L. Schaeffer, C. Von Platen, N. Berthet, J.-C. Manuguerra, A. Gessain, A. Fontanet)
- Institut Pasteur, Bangui, Central African Republic (F. Mbrenga, C. Malaka, E. Gonofio, X. Konamna, B. Selekon, J. Namsenei Dankpea, E. Nakouné Yandoko)
- Aix Marseille Université, Marseille, France (J. Landier)
- Centre Hospitalier Universitaire, Bangui (F.G. Houndjahoue, D.S. Ouaïmon)
- Sorbonne Université, Paris (A. Hassanin)
- Institut Pasteur of Shanghai, Shanghai, China (N. Berthet)
- Conservatoire National des Arts et Métiers, Paris (A. Fontanet)
| | - Festus Mbrenga
- Sorbonne Université, Paris, France (C. Besombes)
- Institut Pasteur, Paris (C. Besombes, L. Schaeffer, C. Von Platen, N. Berthet, J.-C. Manuguerra, A. Gessain, A. Fontanet)
- Institut Pasteur, Bangui, Central African Republic (F. Mbrenga, C. Malaka, E. Gonofio, X. Konamna, B. Selekon, J. Namsenei Dankpea, E. Nakouné Yandoko)
- Aix Marseille Université, Marseille, France (J. Landier)
- Centre Hospitalier Universitaire, Bangui (F.G. Houndjahoue, D.S. Ouaïmon)
- Sorbonne Université, Paris (A. Hassanin)
- Institut Pasteur of Shanghai, Shanghai, China (N. Berthet)
- Conservatoire National des Arts et Métiers, Paris (A. Fontanet)
| | - Laura Schaeffer
- Sorbonne Université, Paris, France (C. Besombes)
- Institut Pasteur, Paris (C. Besombes, L. Schaeffer, C. Von Platen, N. Berthet, J.-C. Manuguerra, A. Gessain, A. Fontanet)
- Institut Pasteur, Bangui, Central African Republic (F. Mbrenga, C. Malaka, E. Gonofio, X. Konamna, B. Selekon, J. Namsenei Dankpea, E. Nakouné Yandoko)
- Aix Marseille Université, Marseille, France (J. Landier)
- Centre Hospitalier Universitaire, Bangui (F.G. Houndjahoue, D.S. Ouaïmon)
- Sorbonne Université, Paris (A. Hassanin)
- Institut Pasteur of Shanghai, Shanghai, China (N. Berthet)
- Conservatoire National des Arts et Métiers, Paris (A. Fontanet)
| | - Christian Malaka
- Sorbonne Université, Paris, France (C. Besombes)
- Institut Pasteur, Paris (C. Besombes, L. Schaeffer, C. Von Platen, N. Berthet, J.-C. Manuguerra, A. Gessain, A. Fontanet)
- Institut Pasteur, Bangui, Central African Republic (F. Mbrenga, C. Malaka, E. Gonofio, X. Konamna, B. Selekon, J. Namsenei Dankpea, E. Nakouné Yandoko)
- Aix Marseille Université, Marseille, France (J. Landier)
- Centre Hospitalier Universitaire, Bangui (F.G. Houndjahoue, D.S. Ouaïmon)
- Sorbonne Université, Paris (A. Hassanin)
- Institut Pasteur of Shanghai, Shanghai, China (N. Berthet)
- Conservatoire National des Arts et Métiers, Paris (A. Fontanet)
| | - Ella Gonofio
- Sorbonne Université, Paris, France (C. Besombes)
- Institut Pasteur, Paris (C. Besombes, L. Schaeffer, C. Von Platen, N. Berthet, J.-C. Manuguerra, A. Gessain, A. Fontanet)
- Institut Pasteur, Bangui, Central African Republic (F. Mbrenga, C. Malaka, E. Gonofio, X. Konamna, B. Selekon, J. Namsenei Dankpea, E. Nakouné Yandoko)
- Aix Marseille Université, Marseille, France (J. Landier)
- Centre Hospitalier Universitaire, Bangui (F.G. Houndjahoue, D.S. Ouaïmon)
- Sorbonne Université, Paris (A. Hassanin)
- Institut Pasteur of Shanghai, Shanghai, China (N. Berthet)
- Conservatoire National des Arts et Métiers, Paris (A. Fontanet)
| | - Jordi Landier
- Sorbonne Université, Paris, France (C. Besombes)
- Institut Pasteur, Paris (C. Besombes, L. Schaeffer, C. Von Platen, N. Berthet, J.-C. Manuguerra, A. Gessain, A. Fontanet)
- Institut Pasteur, Bangui, Central African Republic (F. Mbrenga, C. Malaka, E. Gonofio, X. Konamna, B. Selekon, J. Namsenei Dankpea, E. Nakouné Yandoko)
- Aix Marseille Université, Marseille, France (J. Landier)
- Centre Hospitalier Universitaire, Bangui (F.G. Houndjahoue, D.S. Ouaïmon)
- Sorbonne Université, Paris (A. Hassanin)
- Institut Pasteur of Shanghai, Shanghai, China (N. Berthet)
- Conservatoire National des Arts et Métiers, Paris (A. Fontanet)
| | - Ulrich Vickos
- Sorbonne Université, Paris, France (C. Besombes)
- Institut Pasteur, Paris (C. Besombes, L. Schaeffer, C. Von Platen, N. Berthet, J.-C. Manuguerra, A. Gessain, A. Fontanet)
- Institut Pasteur, Bangui, Central African Republic (F. Mbrenga, C. Malaka, E. Gonofio, X. Konamna, B. Selekon, J. Namsenei Dankpea, E. Nakouné Yandoko)
- Aix Marseille Université, Marseille, France (J. Landier)
- Centre Hospitalier Universitaire, Bangui (F.G. Houndjahoue, D.S. Ouaïmon)
- Sorbonne Université, Paris (A. Hassanin)
- Institut Pasteur of Shanghai, Shanghai, China (N. Berthet)
- Conservatoire National des Arts et Métiers, Paris (A. Fontanet)
| | - Xavier Konamna
- Sorbonne Université, Paris, France (C. Besombes)
- Institut Pasteur, Paris (C. Besombes, L. Schaeffer, C. Von Platen, N. Berthet, J.-C. Manuguerra, A. Gessain, A. Fontanet)
- Institut Pasteur, Bangui, Central African Republic (F. Mbrenga, C. Malaka, E. Gonofio, X. Konamna, B. Selekon, J. Namsenei Dankpea, E. Nakouné Yandoko)
- Aix Marseille Université, Marseille, France (J. Landier)
- Centre Hospitalier Universitaire, Bangui (F.G. Houndjahoue, D.S. Ouaïmon)
- Sorbonne Université, Paris (A. Hassanin)
- Institut Pasteur of Shanghai, Shanghai, China (N. Berthet)
- Conservatoire National des Arts et Métiers, Paris (A. Fontanet)
| | - Benjamin Selekon
- Sorbonne Université, Paris, France (C. Besombes)
- Institut Pasteur, Paris (C. Besombes, L. Schaeffer, C. Von Platen, N. Berthet, J.-C. Manuguerra, A. Gessain, A. Fontanet)
- Institut Pasteur, Bangui, Central African Republic (F. Mbrenga, C. Malaka, E. Gonofio, X. Konamna, B. Selekon, J. Namsenei Dankpea, E. Nakouné Yandoko)
- Aix Marseille Université, Marseille, France (J. Landier)
- Centre Hospitalier Universitaire, Bangui (F.G. Houndjahoue, D.S. Ouaïmon)
- Sorbonne Université, Paris (A. Hassanin)
- Institut Pasteur of Shanghai, Shanghai, China (N. Berthet)
- Conservatoire National des Arts et Métiers, Paris (A. Fontanet)
| | - Joella Namsenei Dankpea
- Sorbonne Université, Paris, France (C. Besombes)
- Institut Pasteur, Paris (C. Besombes, L. Schaeffer, C. Von Platen, N. Berthet, J.-C. Manuguerra, A. Gessain, A. Fontanet)
- Institut Pasteur, Bangui, Central African Republic (F. Mbrenga, C. Malaka, E. Gonofio, X. Konamna, B. Selekon, J. Namsenei Dankpea, E. Nakouné Yandoko)
- Aix Marseille Université, Marseille, France (J. Landier)
- Centre Hospitalier Universitaire, Bangui (F.G. Houndjahoue, D.S. Ouaïmon)
- Sorbonne Université, Paris (A. Hassanin)
- Institut Pasteur of Shanghai, Shanghai, China (N. Berthet)
- Conservatoire National des Arts et Métiers, Paris (A. Fontanet)
| | - Cassandre Von Platen
- Sorbonne Université, Paris, France (C. Besombes)
- Institut Pasteur, Paris (C. Besombes, L. Schaeffer, C. Von Platen, N. Berthet, J.-C. Manuguerra, A. Gessain, A. Fontanet)
- Institut Pasteur, Bangui, Central African Republic (F. Mbrenga, C. Malaka, E. Gonofio, X. Konamna, B. Selekon, J. Namsenei Dankpea, E. Nakouné Yandoko)
- Aix Marseille Université, Marseille, France (J. Landier)
- Centre Hospitalier Universitaire, Bangui (F.G. Houndjahoue, D.S. Ouaïmon)
- Sorbonne Université, Paris (A. Hassanin)
- Institut Pasteur of Shanghai, Shanghai, China (N. Berthet)
- Conservatoire National des Arts et Métiers, Paris (A. Fontanet)
| | - Franck Gislain Houndjahoue
- Sorbonne Université, Paris, France (C. Besombes)
- Institut Pasteur, Paris (C. Besombes, L. Schaeffer, C. Von Platen, N. Berthet, J.-C. Manuguerra, A. Gessain, A. Fontanet)
- Institut Pasteur, Bangui, Central African Republic (F. Mbrenga, C. Malaka, E. Gonofio, X. Konamna, B. Selekon, J. Namsenei Dankpea, E. Nakouné Yandoko)
- Aix Marseille Université, Marseille, France (J. Landier)
- Centre Hospitalier Universitaire, Bangui (F.G. Houndjahoue, D.S. Ouaïmon)
- Sorbonne Université, Paris (A. Hassanin)
- Institut Pasteur of Shanghai, Shanghai, China (N. Berthet)
- Conservatoire National des Arts et Métiers, Paris (A. Fontanet)
| | - Daniel Sylver Ouaïmon
- Sorbonne Université, Paris, France (C. Besombes)
- Institut Pasteur, Paris (C. Besombes, L. Schaeffer, C. Von Platen, N. Berthet, J.-C. Manuguerra, A. Gessain, A. Fontanet)
- Institut Pasteur, Bangui, Central African Republic (F. Mbrenga, C. Malaka, E. Gonofio, X. Konamna, B. Selekon, J. Namsenei Dankpea, E. Nakouné Yandoko)
- Aix Marseille Université, Marseille, France (J. Landier)
- Centre Hospitalier Universitaire, Bangui (F.G. Houndjahoue, D.S. Ouaïmon)
- Sorbonne Université, Paris (A. Hassanin)
- Institut Pasteur of Shanghai, Shanghai, China (N. Berthet)
- Conservatoire National des Arts et Métiers, Paris (A. Fontanet)
| | - Alexandre Hassanin
- Sorbonne Université, Paris, France (C. Besombes)
- Institut Pasteur, Paris (C. Besombes, L. Schaeffer, C. Von Platen, N. Berthet, J.-C. Manuguerra, A. Gessain, A. Fontanet)
- Institut Pasteur, Bangui, Central African Republic (F. Mbrenga, C. Malaka, E. Gonofio, X. Konamna, B. Selekon, J. Namsenei Dankpea, E. Nakouné Yandoko)
- Aix Marseille Université, Marseille, France (J. Landier)
- Centre Hospitalier Universitaire, Bangui (F.G. Houndjahoue, D.S. Ouaïmon)
- Sorbonne Université, Paris (A. Hassanin)
- Institut Pasteur of Shanghai, Shanghai, China (N. Berthet)
- Conservatoire National des Arts et Métiers, Paris (A. Fontanet)
| | - Nicolas Berthet
- Sorbonne Université, Paris, France (C. Besombes)
- Institut Pasteur, Paris (C. Besombes, L. Schaeffer, C. Von Platen, N. Berthet, J.-C. Manuguerra, A. Gessain, A. Fontanet)
- Institut Pasteur, Bangui, Central African Republic (F. Mbrenga, C. Malaka, E. Gonofio, X. Konamna, B. Selekon, J. Namsenei Dankpea, E. Nakouné Yandoko)
- Aix Marseille Université, Marseille, France (J. Landier)
- Centre Hospitalier Universitaire, Bangui (F.G. Houndjahoue, D.S. Ouaïmon)
- Sorbonne Université, Paris (A. Hassanin)
- Institut Pasteur of Shanghai, Shanghai, China (N. Berthet)
- Conservatoire National des Arts et Métiers, Paris (A. Fontanet)
| | - Jean-Claude Manuguerra
- Sorbonne Université, Paris, France (C. Besombes)
- Institut Pasteur, Paris (C. Besombes, L. Schaeffer, C. Von Platen, N. Berthet, J.-C. Manuguerra, A. Gessain, A. Fontanet)
- Institut Pasteur, Bangui, Central African Republic (F. Mbrenga, C. Malaka, E. Gonofio, X. Konamna, B. Selekon, J. Namsenei Dankpea, E. Nakouné Yandoko)
- Aix Marseille Université, Marseille, France (J. Landier)
- Centre Hospitalier Universitaire, Bangui (F.G. Houndjahoue, D.S. Ouaïmon)
- Sorbonne Université, Paris (A. Hassanin)
- Institut Pasteur of Shanghai, Shanghai, China (N. Berthet)
- Conservatoire National des Arts et Métiers, Paris (A. Fontanet)
| | - Antoine Gessain
- Sorbonne Université, Paris, France (C. Besombes)
- Institut Pasteur, Paris (C. Besombes, L. Schaeffer, C. Von Platen, N. Berthet, J.-C. Manuguerra, A. Gessain, A. Fontanet)
- Institut Pasteur, Bangui, Central African Republic (F. Mbrenga, C. Malaka, E. Gonofio, X. Konamna, B. Selekon, J. Namsenei Dankpea, E. Nakouné Yandoko)
- Aix Marseille Université, Marseille, France (J. Landier)
- Centre Hospitalier Universitaire, Bangui (F.G. Houndjahoue, D.S. Ouaïmon)
- Sorbonne Université, Paris (A. Hassanin)
- Institut Pasteur of Shanghai, Shanghai, China (N. Berthet)
- Conservatoire National des Arts et Métiers, Paris (A. Fontanet)
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