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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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Chakraborty A, Das NC, Gupta PSS, Panda SK, Rana MK, Bonam SR, Bayry J, Mukherjee S. In silico evidence of monkeypox F14 as a ligand for the human TLR1/2 dimer. Front Immunol 2025; 16:1544443. [PMID: 40165949 PMCID: PMC11955672 DOI: 10.3389/fimmu.2025.1544443] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2024] [Accepted: 02/10/2025] [Indexed: 04/02/2025] Open
Abstract
Recent emergence of zoonotic monkeypox virus (Mpox) in human has triggered the virologists to develop plausible preventive measures. Hitherto, our understanding on the mechanism of immunopathogenesis of Mpox infection is elusive. However, available experimental evidences suggest induction of inflammation as the main cause of pathogenesis. Toll-like receptors (TLRs) are critical in initiating and modulating the host immune response to pathogens. Inflammatory responses observed in various poxvirus infections have, in fact, been shown to be mediated through TLR activation. Therefore, by in silico approaches, this study seeks to identify the Mpox antigen(s) (MAg) that are most likely to interact with human cell-surface TLRs. The Mpox proteomics data available in UniProt database contain 174 protein sequences, among which 105 immunoreactive proteins were modeled for 3D structure and examined for comparative protein-protein interactions with the TLRs through molecular docking and molecular dynamics simulation. F14, an 8.28 kDa infective protein of Mpox, was found to exhibit strong binding affinity (ΔG=-12.5 Kcal mol-1) to TLR1/2 dimer to form a compact thermodynamically stable protein complex. Interestingly, a significant level of conformational change was also observed in both F14 and TLR6 while forming F14-TLR1/2 complex. Based on these data we propose F14 as a putative ligand of human TLR1/2 to initiate proinflammatory signaling in the Mpox-infected host.
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Affiliation(s)
- Ankita Chakraborty
- Integrative Biochemistry and Immunology Laboratory (IBIL), Department of Animal Science, Kazi Nazrul University, Asansol, West Bengal, India
| | - Nabarun Chandra Das
- Integrative Biochemistry and Immunology Laboratory (IBIL), Department of Animal Science, Kazi Nazrul University, Asansol, West Bengal, India
| | - Parth Sarthi Sen Gupta
- School of Bioscience and Bioengineering, D.Y. Patil International University, Pune, India
| | - Saroj Kumar Panda
- Department of Chemistry, Indian Institute of Science Education and Research, Berhampur, Odisha, India
| | - Malay Kumar Rana
- Department of Chemistry, Indian Institute of Science Education and Research, Berhampur, Odisha, India
| | - Srinivasa Reddy Bonam
- Vaccine Immunology Laboratory, Department of Applied Biology, CSIR-Indian Institute of Chemical Technology, Hyderabad, Telangana, India
- Academy of Scientific and Innovative Research, Ghaziabad, India
| | - Jagadeesh Bayry
- Department of Biological Sciences & Engineering, Indian Institute of Technology Palakkad, Palakkad, Kerala, India
| | - Suprabhat Mukherjee
- Integrative Biochemistry and Immunology Laboratory (IBIL), Department of Animal Science, Kazi Nazrul University, Asansol, West Bengal, India
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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: 8] [Impact Index Per Article: 8.0] [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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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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Pal M, Mahal A, Mohapatra RK, Obaidullah AJ, Sahoo RN, Pattnaik G, Pattanaik S, Mishra S, Aljeldah M, Alissa M, Najim MA, Alshengeti A, AlShehail BM, Garout M, Halwani MA, Alshehri AA, Rabaan AA. Deep and Transfer Learning Approaches for Automated Early Detection of Monkeypox (Mpox) Alongside Other Similar Skin Lesions and Their Classification. ACS OMEGA 2023; 8:31747-31757. [PMID: 37692219 PMCID: PMC10483519 DOI: 10.1021/acsomega.3c02784] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/23/2023] [Accepted: 08/09/2023] [Indexed: 09/12/2023]
Abstract
The world faces multiple public health emergencies simultaneously, such as COVID-19 and Monkeypox (mpox). mpox, from being a neglected disease, has emerged as a global threat that has spread to more than 100 nonendemic countries, even as COVID-19 has been spreading for more than 3 years now. The general mpox symptoms are similar to chickenpox and measles, thus leading to a possible misdiagnosis. This study aimed at facilitating a rapid and high-brevity mpox diagnosis. Reportedly, mpox circulates among particular groups, such as sexually promiscuous gay and bisexuals. Hence, selectively vaccinating, isolating, and treating them seems difficult due to the associated social stigma. Deep learning (DL) has great promise in image-based diagnosis and could help in error-free bulk diagnosis. The novelty proposed, the system adopted, and the methods and approaches are discussed in the article. The present work proposes the use of DL models for automated early mpox diagnosis. The performances of the proposed algorithms were evaluated using the data set available in public domain. The data set adopted for the study was meant for both training and testing, the details of which are elaborated. The performances of CNN, VGG19, ResNet 50, Inception v3, and Autoencoder algorithms were compared. It was concluded that CNN, VGG19, and Inception v3 could help in early detection of mpox skin lesions, and Inception v3 returned the best (96.56%) classification accuracy.
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Affiliation(s)
- Madhumita Pal
- Department
of Electrical Engineering, Government College
of Engineering, Keonjhar, Odisha 758 002, India
| | - Ahmed Mahal
- Department
of Medical Biochemical Analysis, College of Health Technology, Cihan University−Erbil, Erbil, Kurdistan Region, Iraq
| | - Ranjan K. Mohapatra
- Department
of Chemistry, Government College of Engineering, Keonjhar, Odisha 758 002, India
| | - Ahmad J. Obaidullah
- Department
of Pharmaceutical Chemistry, College of Pharmacy, King Saud University, P.O. Box 2457, Riyadh 11451, Saudi Arabia
| | - Rudra Narayan Sahoo
- School
of Pharmaceutical Sciences, Siksha ‘O’
Anusandhan (Deemed to be University), Kalinga Nagar, Bhubaneswar, Odisha 751 003, India
| | - Gurudutta Pattnaik
- School of
Pharmacy and Life Sciences, Centurion University
of Technology and Management, Khordha , Odisha 752 050, India
| | - Sovan Pattanaik
- School
of Pharmaceutical Sciences, Siksha ‘O’
Anusandhan (Deemed to be University), Kalinga Nagar, Bhubaneswar, Odisha 751 003, India
| | - Snehasish Mishra
- School
of Biotechnology, KIIT Deemed-to-be-University, Campus-11, Bhubaneswar, Odisha 751
024, India
| | - Mohammed Aljeldah
- Department
of Clinical Laboratory Sciences, College of Applied Medical Sciences, University of Hafr Al Batin, Hafr Al Batin 39831, Saudi Arabia
| | - Mohammed Alissa
- Department
of Medical Laboratory Sciences, College of Applied Medical Sciences, Prince Sattam bin Abdulaziz University, Al-Kharj 11942, Saudi Arabia
| | - Mustafa A. Najim
- Department
of Medical Laboratories Technology, College of Applied Medical Sciences, Taibah University, Madinah 41411, Saudi Arabia
| | - Amer Alshengeti
- Department
of Pediatrics, College of Medicine, Taibah
University, Al-Madinah 41491, Saudi Arabia
- Department
of Infection prevention and control, Prince
Mohammad Bin Abdulaziz Hospital, National Guard Health Affairs, Al-Madinah 41491, Saudi Arabia
| | - Bashayer M. AlShehail
- Pharmacy
Practice Department, College of Clinical Pharmacy, Imam Abdulrahman Bin Faisal University, Dammam 31441, Saudi Arabia
| | - Mohammed Garout
- Department
of Community Medicine and Health Care for Pilgrims, Faculty of Medicine, Umm Al-Qura University, Makkah 21955, Saudi Arabia
| | - Muhammad A. Halwani
- Department
of Medical Microbiology, Faculty of Medicine, Al Baha University, Al Baha 4781, Saudi Arabia
| | - Ahmad A. Alshehri
- Department
of Clinical Laboratory Sciences, College of Applied Medical Sciences, Najran University, Najran 61441, Saudi Arabia
| | - Ali A. Rabaan
- Molecular
Diagnostic Laboratory, Johns Hopkins Aramco
Healthcare, Dhahran 31311, Saudi Arabia
- College
of Medicine, Alfaisal University, Riyadh 11533, Saudi Arabia
- Department
of Public Health and Nutrition, The University
of Haripur, Haripur 22610, Pakistan
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Mohapatra RK, Mahal A, Ansari A, Kumar M, Guru JP, Sarangi AK, Abdou A, Mishra S, Aljeldah M, AlShehail BM, Alissa M, Garout M, Alsayyah A, Alshehri AA, Saif A, Alqahtani A, Alshehri FA, Alamri AA, Rabaan AA. Comparison of the binding energies of approved mpox drugs and phytochemicals through molecular docking, molecular dynamics simulation, and ADMET studies: An in silico approach. JOURNAL OF BIOSAFETY AND BIOSECURITY 2023; 5:118-132. [DOI: 10.1016/j.jobb.2023.09.001] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/12/2025] Open
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