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Alimohamadi Y, Sepandi M, Marhamati T. Knowledge and attitude of human monkeypox among university students and staff in Tehran, Iran. Front Public Health 2025; 13:1510185. [PMID: 40276350 PMCID: PMC12018400 DOI: 10.3389/fpubh.2025.1510185] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2024] [Accepted: 03/27/2025] [Indexed: 04/26/2025] Open
Abstract
Background Effective control of any disease, including Monkey pox (mpox), is highly dependent on public knowledge and adherence to preventive measures. This cross-sectional study was conducted with the aim of investigating the knowledge of students and staff of Baqiyatallah University about the origin of mpox and its symptoms, transmission, prevention, and management. Methods In the current cross-sectional study, the data was collected from Aug 5, 2024 to Sep 5, 2024. The target population consisted of students, teachers, and the staff of Baqiyatallah University, aged 18 or above. Multiple Logistic regressions were employed to assess the association between participants' overall knowledge about human mpox as well as their attitude and their demographic data. Data was analyzed using IBM SPSS statistics version 23.0 (IBM Corp., Armonk, NY, USA) and subsequently coded and labeled. The statistical significance level was set at 5%. Results The overall mean score of participants' knowledge and attitude was 6.37 ± 2.20 and 4.24 ± 1.71, respectively. Based on Bloom's cut-off points, 458 (84.3%), 78 (14.4%), and 7 (1.3%) of the participants had low, moderate, and high knowledge levels, respectively and, 279 (51.4%), 221 (40.7%), and 43 (7.9%) of the participants had low, moderate, and high attitude levels, respectively. Logistic regression analysis showed that job status(OR: 9.6, 95% CI: 1.3-66.4), major(OR: 4.3, 95% CI: 1.3-14), and higher educational level (OR: 7.6, 95% CI: 1.03-61.8), was significantly associated with participants' knowledge about mpox. Conclusion This study showed that university students and staff in Iran do not have enough knowledge about mpox, including its symptoms, preventive measures, and treatment, with a good understanding of local and international health authorities in the control of emerging mpox. People with higher education tend to have better knowledge, which indicates that access to reliable information sources is necessary to acquire accurate knowledge.
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Affiliation(s)
- Yousef Alimohamadi
- Health Research Center, Life Style Institute, Baqiyatallah University of Medical Sciences, Tehran, Iran
| | - Mojtaba Sepandi
- Health Research Center, Life Style Institute, Baqiyatallah University of Medical Sciences, Tehran, Iran
| | - Tahereh Marhamati
- Najmiyeh Specialized and Subspecialized Hospital, Baqiyatallah University of Medical Sciences, Tehran, Iran
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Pal M, Mohapatra RK, Sarangi AK, Sahu AR, Mishra S, Patel A, Bhoi SK, Elnaggar AY, El Azab IH, Alissa M, El-Bahy SM. A comparative analysis of the binary and multiclass classified chest X-ray images of pneumonia and COVID-19 with ML and DL models. Open Med (Wars) 2025; 20:20241110. [PMID: 39927166 PMCID: PMC11806240 DOI: 10.1515/med-2024-1110] [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: 07/24/2024] [Revised: 11/11/2024] [Accepted: 11/17/2024] [Indexed: 02/11/2025] Open
Abstract
Background The highly infectious coronavirus disease 2019 (COVID-19) is caused by severe acute respiratory syndrome coronavirus 2, the seventh coronavirus. It is the longest pandemic in recorded history worldwide. Many countries are still reporting COVID-19 cases even in the fifth year of its emergence. Objective The performance of various machine learning (ML) and deep learning (DL) models was studied for image-based classification of the lungs infected with COVID-19, pneumonia (viral and bacterial), and normal cases from the chest X-rays (CXRs). Methods The K-nearest neighbour and logistics regression as the two ML models, and Visual Geometry Group-19, Vision transformer, and ConvMixer as the three DL models were included in the investigation to compare the brevity of the detection and classification of the cases. Results Among the investigated models, ConvMixer returned the best result in terms of accuracy, recall, precision, F1-score and area under the curve for both binary as well as multiclass classification. The pre-trained ConvMixer model outperformed the other four models in classifying. As per the performance observations, there was 97.1% accuracy for normal and COVID-19 + pneumonia-infected lungs, 98% accuracy for normal and COVID-19 infected lungs, 82% accuracy for normal + bacterial + viral infected lungs, and 98% accuracy for normal + pneumonia infected lungs. The DL models performed better than the ML models for binary and multiclass classification. The performance of these studied models was tried on other CXR image databases. Conclusion The suggested network effectively detected COVID-19 and different types of pneumonia by using CXR imagery. This could help medical sciences for timely and accurate diagnoses of the cases through bioimaging technology and the use of high-end bioinformatics tools.
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Affiliation(s)
- Madhumita Pal
- Department of Electrical Engineering, Government College of Engineering,
Keonjhar, Odisha, India
| | - Ranjan K. Mohapatra
- Department of Chemistry, Government College of Engineering,
Keonjhar, 758 002, Odisha, India
| | - Ashish K. Sarangi
- Department of Chemistry, School of Applied Sciences, Centurion University of Technology and Management, Balangir, Odisha, India
| | - Alok Ranjan Sahu
- Department of Botany, Vikash Degree College, Barahaguda, Canal Chowk,
Bargarh, Odisha, India
| | - Snehasish Mishra
- School of Biotechnology, Campus-11, KIIT Deemed-to-be-University,
Bhubaneswar, Odisha, India
| | - Alok Patel
- Department of Civil Engineering, Government College of Engineering, Keonjhar, Odisha, India
| | - Sushil Kumar Bhoi
- Department of Electrical Engineering, Government College of Engineering Kalahandi, Kalahandi, Bhawanipatna, 766 003, Odisha, India
| | - Ashraf Y. Elnaggar
- Department of Food Sciences and Nutrition, College of Science, Taif University, Taif, Saudi Arabia
| | - Islam H. El Azab
- Department of Food Sciences and Nutrition, College of Science, Taif University, Taif, Saudi Arabia
| | - Mohammed Alissa
- Department of Medical Laboratory, College of Applied Medical Sciences, Prince Sattam bin Abdulaziz University,
Al-Kharj, Saudi Arabia
| | - Salah M. El-Bahy
- Department of Chemistry, Turabah University College, Taif University, Taif, Saudi Arabia
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Mohapatra RK, Mishra S, Tuglo LS, Kutikuppala LVS, Mohapatra PK, Kandi V, Panda SK, Desai DN. Need of Monkeypox animal vaccine and its global distribution: right time to address? Int J Surg 2024; 110:8164-8166. [PMID: 36974743 PMCID: PMC11634092 DOI: 10.1097/js9.0000000000000100] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2022] [Accepted: 11/16/2022] [Indexed: 03/29/2023]
Affiliation(s)
| | - Snehasish Mishra
- School of Biotechnology, Campus-11, KIIT Deemed-to-be-University
| | - Lawrence S. Tuglo
- Department of Nutrition and Dietetics, School of Allied Health Sciences, University of Health and Allied Sciences, Ho, Ghana
| | | | | | - Venkataramana Kandi
- Department of Microbiology, Prathima Institute of Medical Sciences, Karimnagar, Telangana, India
| | - Subrat K. Panda
- School of Biotechnology, Campus-11, KIIT Deemed-to-be-University
| | - Dhruv N. Desai
- School of Veterinary Medicine, Ryan Veterinary Hospital, University of Pennsylvania, Philadelphia, Pennsylvania, USA
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Mohapatra RK, Singh PK, Branda F, Mishra S, Kutikuppala LVS, Suvvari TK, Kandi V, Ansari A, Desai DN, Alfaresi M, Kaabi NAA, Fares MAA, Garout M, Halwani MA, Alissa M, Rabaan AA. Transmission dynamics, complications and mitigation strategies of the current mpox outbreak: A comprehensive review with bibliometric study. Rev Med Virol 2024; 34:e2541. [PMID: 38743385 DOI: 10.1002/rmv.2541] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2023] [Revised: 04/24/2024] [Accepted: 04/29/2024] [Indexed: 05/16/2024]
Abstract
As the mankind counters the ongoing COVID-19 pandemic by the novel severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2), it simultaneously witnesses the emergence of mpox virus (MPXV) that signals at global spread and could potentially lead to another pandemic. Although MPXV has existed for more than 50 years now with most of the human cases being reported from the endemic West and Central African regions, the disease is recently being reported in non-endemic regions too that affect more than 50 countries. Controlling the spread of MPXV is important due to its potential danger of a global spread, causing severe morbidity and mortality. The article highlights the transmission dynamics, zoonosis potential, complication and mitigation strategies for MPXV infection, and concludes with suggested 'one health' approach for better management, control and prevention. Bibliometric analyses of the data extend the understanding and provide leads on the research trends, the global spread, and the need to revamp the critical research and healthcare interventions. Globally published mpox-related literature does not align well with endemic areas/regions of occurrence which should ideally have been the scenario. Such demographic and geographic gaps between the location of the research work and the endemic epicentres of the disease need to be bridged for greater and effective translation of the research outputs to pubic healthcare systems, it is suggested.
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Affiliation(s)
- Ranjan K Mohapatra
- Department of Chemistry, Government College of Engineering, Keonjhar, Odisha, India
| | - Puneet K Singh
- School of Biotechnology, Campus-11, KIIT Deemed-to-be-University, Bhubaneswar, Odisha, India
| | - Francesco Branda
- Unit of Medical Statistics and Molecular Epidemiology, Università Campus Bio-Medico di Roma, Rome, Italy
| | - Snehasish Mishra
- School of Biotechnology, Campus-11, KIIT Deemed-to-be-University, Bhubaneswar, Odisha, India
| | | | - Tarun K Suvvari
- Department of Medicine, Rangaraya Medical College, Kakinada, Andhra Pradesh, India
| | - Venkataramana Kandi
- Department of Microbiology, Prathima Institute of Medical Sciences, Karimnagar, Telangana, India
| | - Azaj Ansari
- Department of Chemistry, Central University of Haryana, Mahendergarh, Haryana, India
| | - Dhruv N Desai
- Department of Pathobiology, School of Veterinary Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Mubarak Alfaresi
- Department of Microbiology, National Reference Laboratory, Cleveland Clinic Abu Dhabi, Abu Dhabi, United Arab Emirates
- Department of Pathology, College of Medicine, Mohammed Bin Rashid University of Medicine and Health Sciences, Dubai, United Arab Emirates
| | - Nawal A Al Kaabi
- College of Medicine and Health Science, Khalifa University, Abu Dhabi, United Arab Emirates
- Sheikh Khalifa Medical City, Abu Dhabi Health Services Company (SEHA), Abu Dhabi, United Arab Emirates
| | - Mona A Al Fares
- Department of Internal Medicine, King Abdulaziz University Hospital, Jeddah, Saudi Arabia
| | - Mohammed Garout
- Department of Community Medicine and Health Care for Pilgrims, Faculty of Medicine, Umm Al-Qura University, Makkah, Saudi Arabia
| | - Muhammad A Halwani
- Department of Medical Microbiology, Faculty of Medicine, Al Baha University, Al Baha, Saudi Arabia
| | - Mohammed Alissa
- Department of Medical Laboratory Sciences, College of Applied Medical Sciences, Prince Sattam Bin Abdulaziz University, Al-Kharj, Saudi Arabia
| | - Ali A Rabaan
- Molecular Diagnostic Laboratory, Johns Hopkins Aramco Healthcare, Dhahran, Saudi Arabia
- College of Medicine, Alfaisal University, Riyadh, Saudi Arabia
- Department of Public Health and Nutrition, The University of Haripur, Haripur, Pakistan
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Chakraborty C, Bhattacharya M, Islam MA, Zayed H, Ohimain EI, Lee SS, Bhattacharya P, Dhama K. Reverse Zoonotic Transmission of SARS-CoV-2 and Monkeypox Virus: A Comprehensive Review. J Microbiol 2024; 62:337-354. [PMID: 38777985 DOI: 10.1007/s12275-024-00138-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2023] [Revised: 04/12/2024] [Accepted: 04/19/2024] [Indexed: 05/25/2024]
Abstract
Reverse zoonosis reveals the process of transmission of a pathogen through the human-animal interface and the spillback of the zoonotic pathogen. In this article, we methodically demonstrate various aspects of reverse zoonosis, with a comprehensive discussion of SARS-CoV-2 and MPXV reverse zoonosis. First, different components of reverse zoonosis, such as humans, different pathogens, and numerous animals (poultry, livestock, pets, wild animals, and zoo animals), have been demonstrated. Second, it explains the present status of reverse zoonosis with different pathogens during previous occurrences of various outbreaks, epidemics, and pandemics. Here, we present 25 examples from literature. Third, using several examples, we comprehensively illustrate the present status of the reverse zoonosis of SARS-CoV-2 and MPXV. Here, we have provided 17 examples of SARS-CoV-2 reverse zoonosis and two examples of MPXV reverse zoonosis. Fourth, we have described two significant aspects of reverse zoonosis: understanding the fundamental aspects of spillback and awareness. These two aspects are required to prevent reverse zoonosis from the current infection with two significant viruses. Finally, the One Health approach was discussed vividly, where we urge scientists from different areas to work collaboratively to solve the issue of reverse zoonosis.
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Affiliation(s)
- Chiranjib Chakraborty
- Department of Biotechnology, School of Life Science and Biotechnology, Adamas University, Kolkata, West Bengal, 700126, India.
| | - Manojit Bhattacharya
- Department of Zoology, Fakir Mohan University, VyasaVihar, Balasore, 756020, Odisha, India
| | - Md Aminul Islam
- COVID-19 Diagnostic Lab, Department of Microbiology, Noakhali Science and Technology University, Noakhali, 3814, Bangladesh
- Advanced Molecular Lab, Department of Microbiology, President Abdul Hamid Medical College, Karimganj, Kishoreganj, Bangladesh
| | - Hatem Zayed
- Department of Biomedical Sciences, College of Health and Sciences, Qatar University, QU Health, Doha, Qatar
| | - Elijah Ige Ohimain
- Microbiology Department, Niger Delta University, Wilberforce Island, Bayelsa State, Nigeria
| | - Sang-Soo Lee
- Institute for Skeletal Aging & Orthopaedic Surgery, Hallym University-Chuncheon Sacred Heart Hospital, Chuncheon, 24252, Republic of Korea.
| | - Prosun Bhattacharya
- COVID-19 Research, Department of Sustainable Development, Environmental Science and Engineering, KTH Royal Institute of Technology, 100 44, Stockholm, Sweden
| | - Kuldeep Dhama
- Division of Pathology, ICAR-Indian Veterinary Research Institute, Izatnagar, Bareilly, 243122, Uttar Pradesh, India
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Manirambona E, Khan SH, Siddiq A, Albakri K, Salamah HM, Hassan NAIF, Musa SS, Dhama K. Intriguing insight into unanswered questions about Mpox: exploring health policy implications and considerations. Health Res Policy Syst 2024; 22:37. [PMID: 38520018 PMCID: PMC10960492 DOI: 10.1186/s12961-024-01123-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2023] [Accepted: 02/17/2024] [Indexed: 03/25/2024] Open
Abstract
The 2022 multi-country Monkeypox (Mpox) outbreak has added concerns to scientific research. However, unanswered questions about the disease remain. These unanswered questions lie in different aspects, such as transmission, the affected community, clinical presentations, infection and prevention control and treatment and vaccination. It is imperative to address these issues to stop the spread and transmission of disease. We documented unanswered questions with Mpox and offered suggestions that could help put health policy into practice. One of those questions is why gay, bisexual or other men who have sex with men (gbMSM) are the most affected community, underscoring the importance of prioritizing this community regarding treatment, vaccination and post-exposure prophylaxis. In addition, destigmatizing gbMSM and implementing community-based gbMSM consultation and action alongside ethical surveillance can facilitate other preventive measures such as ring vaccination to curb disease transmission and track vaccine efficacy. Relevant to that, vaccine and drug side effects have implied the questionability of their use and stimulated the importance of health policy development regarding expanded access and off-label use, expressing the need for safe drug and vaccine development manufacturing. The possibility of reverse zoonotic has also been raised, thus indicating the requirement to screen not only humans, but also their related animals to understand the real magnitude of reverse zoonosis and its potential risks. Implementing infection prevention and control measures to stop the virus circulation at the human-animal interface that includes One Health approach is essential.
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Affiliation(s)
- Emery Manirambona
- College of Medicine and Health Sciences, University of Rwanda, Kigali, Rwanda.
| | | | | | - Khaled Albakri
- Faculty of Medicine, The Hashemite University, Zarqa, Jordan
| | | | | | | | - Kuldeep Dhama
- Division of Pathology, ICAR-Indian Veterinary Research Institute (IVRI), Izatnagar, Bareilly, Uttar Pradesh, 243122, India
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Halboup AM, Alzoubi KH, Abu-Farha RK, Harun SN, Al-Mohamadi A, Battah MM, Jaber AAS, Alkubati S, Al-Ashwal FY. Perceptions and Knowledge of Public Towards Emerging Human Monkeypox in Yemen: A Cross-Sectional Study. J Multidiscip Healthc 2023; 16:3689-3701. [PMID: 38058461 PMCID: PMC10695760 DOI: 10.2147/jmdh.s442296] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2023] [Accepted: 11/22/2023] [Indexed: 12/08/2023] Open
Abstract
Background The spread of monkeypox (mpox) worldwide poses a severe threat to human life. This virus leads to a disease with symptoms similar to smallpox in humans. To combat this threat, improving public knowledge and perception toward mpox is vital for public health preventive measures. Methods A cross-sectional survey was carried out in Yemen from December 2022 to March 2023 to investigate public perception and knowledge of mpox. Individuals were approached through social media platforms using a convenient sampling approach. Linear regression was used to determine the association between participants' knowledge (dependent variable) and explanatory variables. Results A total of 853 individuals consented to take part in the study. A significant proportion of respondents had a low knowledge level (N=572, 67.06%). Most participants knew about the nature of the diseases (75%, n=641), transmission mode (78.1%, n=668), hand sanitizer preventive measures, and skin- related symptoms. However, only 20.8% (n= 178) knew that diarrhea is not a symptom, and 25.4% (n= 217) knew antibiotics are unnecessary for mpox management. A proportion of 57.7% (n=492) of the participants feared human mpox, and 47.7% (n= 407) thought it was a conspiracy. Most participants had a good perception of local and international health authorities controlling the disease. Age, education level, having a health-related certificate, and receiving a 2-dose vaccination for COVID-19 had statistically significant associations with mpox knowledge level (P < 0.05). Social media platforms were the most often used information source about mpox (78.3%, n= 668), followed by articles (41.1%, n=351). Conclusion The study reveals a low public knowledge about mpox in Yemen, emphasizing the need for targeted educational campaigns, especially via social media, to strengthen public health measures and disease control. Addressing Knowledge gaps and correcting misconceptions is crucial for improving preparedness and response to the disease.
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Affiliation(s)
- Abdulsalam M Halboup
- Department of Clinical Pharmacy and Pharmacy Practice, University of Science and Technology, Sana’a, Yemen
- Discipline of Clinical Pharmacy, School of Pharmaceutical Sciences, Universiti Sains Malaysia, Penang, Malaysia
| | - Karem H Alzoubi
- Department of Pharmacy Practice and Pharmacotherapeutics, College of Pharmacy, University of Sharjah, Sharjah, United Arab Emirates
- Department of Clinical Pharmacy, Jordan University of Science and Technology, Irbid, Jordan
| | - Rana K Abu-Farha
- Department of Clinical Pharmacy and Therapeutics, Faculty of Pharmacy, Applied Science Private University, Amman, 11931, Jordan
| | - Sabariah Noor Harun
- Discipline of Clinical Pharmacy, School of Pharmaceutical Sciences, Universiti Sains Malaysia, Penang, Malaysia
| | - Ahmed Al-Mohamadi
- Department of Clinical Pharmacy and Pharmacy Practice, University of Science and Technology, Sana’a, Yemen
| | - Mohammed M Battah
- Department of Clinical Pharmacy and Pharmacy Practice, University of Science and Technology, Sana’a, Yemen
- Discipline of Clinical Pharmacy, School of Pharmaceutical Sciences, Universiti Sains Malaysia, Penang, Malaysia
| | - Ammar Ali Saleh Jaber
- Department of Clinical Pharmacy & Pharmacotherapeutics, Dubai Pharmacy College for Girls, Dubai, United Arab Emirates
| | - Sameer Alkubati
- Department of Nursing, Faculty of Medicine and Health Sciences, Hodeidah University, Hodeidah, Yemen
- Department of Medical Surgical Nursing, College of Nursing, University of Hail, Hail, Saudi Arabia
| | - Fahmi Y Al-Ashwal
- Department of Clinical Pharmacy and Pharmacy Practice, University of Science and Technology, Sana’a, Yemen
- Department of Clinical Pharmacy, College of Pharmacy, Al-Ayen University, Thi-Qar, Iraq
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Sharma V, Aggarwal D, Sharma AK, Chandran D, Sharma A, Chopra H, Emran TB, Dey A, Dhama K. An overview on Monkeypox, Current Paradigms and Advances in its Vaccination, Treatment and Clinical Management: Trends, Scope, Promise and Challenges. JOURNAL OF PURE AND APPLIED MICROBIOLOGY 2022; 16:3000-3012. [DOI: 10.22207/jpam.16.spl1.21] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
Monkeypox virus is an orthopoxvirus sharing the common genus with variola and vaccinia virus. Most of the monkeypox (MPX) cases had been reported from the central and west African region (the main endemic areas) prior to 2022 but there was a sudden outbreak in May, 2022 disseminating the infections to thousands of people even in non-endemic countries, posing a global public health emergency. MPX was considered a rae and neglected disease, however the 2022 MPX outbreaks in multiple countries attracted attention of worldwide researchers to pace up for carrying out researches on various aspects of MPXV including attempts to design and develop diagnostics, vaccines, drugs and therapeutics counteract MPX. Apart from being a zoonotic disease, the current outbreaks highlighted rapid human-to-human transmission of MPXV, besides the reverse zoonosis has also been documented with recent first report of human-to-dog transmission, urging a call for the importance of one health approach. Atypical and unusual disease manifestations as well asymptomatic MPXV infections have also been observed during 2022 MPX outbreak. The affected patients typically develop a rash resulting in a mild disease followed by recovery with some supportive care and use of antivirals such as tecovirimat, cidofovir and brincidofovir in severe disease cases. Modified vaccinia Ankara (MVA) vaccine with an excellent safety profile has been recommended to patients with higher risk exposure and immunocompromised individuals. Moreover, another vaccine the replication-competent vaccine (ACAM2000) could be a suitable alternative to MVA’s non-availability to some selective immunocompetent individuals. Current review highlights the salient aspects of management and treatment of monkeypox along with underlying promises in terms of therapeutics and a variety of challenges posed due to current global public health emergency situation to counteract MPX.
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