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Abbas S, Ahmed F, Khan WA, Ahmad M, Khan MA, Ghazal TM. Intelligent skin disease prediction system using transfer learning and explainable artificial intelligence. Sci Rep 2025; 15:1746. [PMID: 39799199 PMCID: PMC11724990 DOI: 10.1038/s41598-024-83966-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2024] [Accepted: 12/18/2024] [Indexed: 01/15/2025] Open
Abstract
Skin diseases impact millions of people around the world and pose a severe risk to public health. These diseases have a wide range of effects on the skin's structure, functionality, and appearance. Identifying and predicting skin diseases are laborious processes that require a complete physical examination, a review of the patient's medical history, and proper laboratory diagnostic testing. Additionally, it necessitates a significant number of histological and clinical characteristics for examination and subsequent treatment. As a disease's complexity and quantity of features grow, identifying and predicting it becomes more challenging. This research proposes a deep learning (DL) model utilizing transfer learning (TL) to quickly identify skin diseases like chickenpox, measles, and monkeypox. A pre-trained VGG16 is used for transfer learning. The VGG16 can identify and predict diseases more quickly by learning symptom patterns. Images of the skin from the four classes of chickenpox, measles, monkeypox, and normal are included in the dataset. The dataset is separated into training and testing. The experimental results performed on the dataset demonstrate that the VGG16 model can identify and predict skin diseases with 93.29% testing accuracy. However, the VGG16 model does not explain why and how the system operates because deep learning models are black boxes. Deep learning models' opacity stands in the way of their widespread application in the healthcare sector. In order to make this a valuable system for the health sector, this article employs layer-wise relevance propagation (LRP) to determine the relevance scores of each input. The identified symptoms provide valuable insights that could support timely diagnosis and treatment decisions for skin diseases.
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Affiliation(s)
- Sagheer Abbas
- Department of Computer Science, Prince Mohammad Bin Fahd University, 34754, Al-Khobar, Dhahran, KSA, Saudi Arabia
| | - Fahad Ahmed
- School of Computer Science, National College of Business Administration and Economics, Lahore, 54000, Pakistan
| | - Wasim Ahmad Khan
- Department of Computer Science, Baba Guru Nanak University, Nankana Sahib, 39100, Pakistan
| | - Munir Ahmad
- School of Computer Science, National College of Business Administration and Economics, Lahore, 54000, Pakistan
- College of Informatics, Korea University, Seoul, 02841, Republic of Korea
| | - Muhammad Adnan Khan
- Department of Software, Faculty of Artificial Intelligence and Software, Gachon University, Seongnam-si, 13120, Republic of Korea.
| | - Taher M Ghazal
- Research Innovation and Entrepreneurship Unit, University of Buraimi, 512, Buraimi, Oman
- Center for Cyber Security, Faculty of Information Science and Technology, Universiti Kebangsaan Malaysia (UKM), Bangi, 43600, Selangor, Malaysia
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2
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Riccò M, Ferraro P, Zaffina S, Camisa V, Marchesi F, Franzoso FF, Ligori C, Fiacchini D, Magnavita N, Tafuri S. Immunity to Varicella Zoster Virus in Healthcare Workers: A Systematic Review and Meta-Analysis (2024). Vaccines (Basel) 2024; 12:1021. [PMID: 39340051 PMCID: PMC11436139 DOI: 10.3390/vaccines12091021] [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: 08/03/2024] [Revised: 08/29/2024] [Accepted: 09/04/2024] [Indexed: 09/30/2024] Open
Abstract
Healthcare workers (HCWs) are occupationally exposed to varicella zoster virus (VZV), and their inappropriate vaccination status could contribute to an outbreak involving both professionals and the patients they care for, with a potential impact on the general population. Therefore, since 2007, the Advisory Committee on Immunization Practices (ACIP) recommends that all HCWs have evidence of immunity against varicella. The present meta-analysis was therefore designed to collect the available evidence on the seronegative status of VZV among HCWs. PubMed, Scopus, and Embase databases were searched without backward limit for articles reporting on the seroprevalence of VZV among HCWs, and all articles meeting the inclusion criteria were included in a random-effect meta-analysis model. From 1744 initial entries, a total of 58 articles were included in the quantitative analysis (publication range: 1988 to 2024), for a pooled sample of 71,720 HCWs. Moreover, the included studies reported on seroprevalence data on measles (N = 36,043 HCWs) and rubella (N = 22,086 HCWs). Eventually, the pooled seronegative status for VZV was estimated to be 5.72% (95% confidence interval [95% CI] 4.59 to 7.10) compared to 6.91% (95% CI 4.79 to 9.87) for measles and 7.21% (5.36 to 9.64) for rubella, with a greater risk among subjects younger than 30 years at the time of the survey (risk ratio [RR] 1.434, 95% CI 1.172 to 1.756). Interestingly, medical history of either VZV infection/vaccination had low diagnostic performances (sensitivity 76.00%; specificity 60.12%; PPV of 96.12% but PNV of 18.64%). In summary, the available data suggest that newly hired HCWs are increasingly affected by low immunization rates for VZV but also for measles and rubella, stressing the importance of systematically testing test newly hired workers for all components of the measles-pertussis-rubella-varicella vaccine.
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Affiliation(s)
- Matteo Riccò
- Servizio di Prevenzione e Sicurezza Negli Ambienti di Lavoro (SPSAL), AUSL-IRCCS di Reggio Emilia, Via Amendola n.2, 42122 Reggio Emilia, Italy
| | - Pietro Ferraro
- Occupational Medicine Unit, Direzione Sanità, Italian Railways' Infrastructure Division, RFI SpA, 00161 Rome, Italy
| | - Salvatore Zaffina
- Occupational Medicine Unit, Bambino Gesù Children's Hospital IRCCS, 00165 Rome, Italy
| | - Vincenzo Camisa
- Occupational Medicine Unit, Bambino Gesù Children's Hospital IRCCS, 00165 Rome, Italy
| | - Federico Marchesi
- Department of Medicine and Surgery, University of Parma, Via Gramsci, 14, 43126 Parma, Italy
| | | | - Cosimo Ligori
- Department of Medicine and Surgery, University of Parma, Via Gramsci, 14, 43126 Parma, Italy
| | - Daniel Fiacchini
- AST Ancona, Prevention Department, UOC Sorveglianza e Prevenzione Malattie Infettive e Cronico Degenerative, 60127 Ancona, Italy
| | - Nicola Magnavita
- Post-Graduate School of Occupational Health, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
- Department of Woman, Child and Public Health, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168 Rome, Italy
| | - Silvio Tafuri
- Department of Interdisciplinary Medicine, Aldo Moro University of Bari, 70121 Bari, Italy
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Acklin JA, Patel AR, Kurland AP, Horiuchi S, Moss AS, DeGrace EJ, Ikegame S, Carmichael J, Kowdle S, Thibault PA, Imai N, Ueno H, Tweel B, Johnson JR, Rosenberg BR, Lee B, Lim JK. Immunological landscape of human lymphoid explants during measles virus infection. JCI Insight 2024; 9:e172261. [PMID: 39253971 PMCID: PMC11385098 DOI: 10.1172/jci.insight.172261] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2023] [Accepted: 07/23/2024] [Indexed: 09/11/2024] Open
Abstract
In humans, lymph nodes are the primary site of measles virus (MeV) replication. To understand the immunological events that occur at this site, we infected human lymphoid tissue explants using a pathogenic strain of MeV that expresses GFP. We found that MeV infected 5%-15% of cells across donors. Using single-cell RNA-Seq and flow cytometry, we found that while most of the 29 cell populations identified in the lymphoid culture were susceptible to MeV, there was a broad preferential infection of B cells and reduced infection of T cells. Further subsetting of T cells revealed that this reduction may be driven by the decreased infection of naive T cells. Transcriptional changes in infected B cells were dominated by an interferon-stimulated gene (ISG) signature. To determine which of these ISGs were most substantial, we evaluated the proteome of MeV-infected Raji cells by mass spectrometry. We found that IFIT1, IFIT2, IFIT3, ISG15, CXCL10, MX2, and XAF1 proteins were the most highly induced and positively correlated with their expression in the transcriptome. These data provide insight into the immunological events that occur in lymph nodes during infection and may lead to the development of therapeutic interventions.
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Affiliation(s)
- Joshua A Acklin
- Department of Microbiology
- Graduate School of Biomedical Sciences, and
| | - Aum R Patel
- Department of Microbiology
- Graduate School of Biomedical Sciences, and
| | | | | | | | - Emma J DeGrace
- Department of Microbiology
- Graduate School of Biomedical Sciences, and
| | | | | | | | | | | | | | - Benjamin Tweel
- Department of Otolaryngology, Icahn School of Medicine at Mount Sinai, New York, New York, USA
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Alshiban NM, Aleyiydi MS, Nassar MS, Alhumaid NK, Almangour TA, Tawfik YM, Damiati LA, Almutairi AS, Tawfik EA. Epidemiologic and clinical updates on viral infections in Saudi Arabia. Saudi Pharm J 2024; 32:102126. [PMID: 38966679 PMCID: PMC11223122 DOI: 10.1016/j.jsps.2024.102126] [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] [Indexed: 07/06/2024] Open
Abstract
In the past two decades, the world has witnessed devastating pandemics affecting the global healthcare infrastructure and disrupting society and the economy worldwide. Among all pathogens, viruses play a critical role that is associated with outbreaks due to their wide range of species, involvement of animal hosts, easily transmitted to humans, and increased rates of infectivity. Viral disease outbreaks threaten public health globally due to the challenges associated with controlling and eradicating them. Implementing effective viral disease control programs starts with ongoing surveillance data collection and analyses to detect infectious disease trends and patterns, which is critical for maintaining public health. Viral disease control strategies include improved hygiene and sanitation facilities, eliminating arthropod vectors, vaccinations, and quarantine. The Saudi Ministry of Health (MOH) and the Public Health Authority (also known as Weqayah) in Saudi Arabia are responsible for public health surveillance to control and prevent infectious diseases. The notifiable viral diseases based on the Saudi MOH include hepatitis diseases, viral hemorrhagic fevers, respiratory viral diseases, exanthematous viral diseases, neurological viral diseases, and conjunctivitis. Monitoring trends and detecting changes in these viral diseases is essential to provide proper interventions, evaluate the established prevention programs, and develop better prevention strategies. Therefore, this review aims to highlight the epidemiological updates of the recently reported viral infections in Saudi Arabia and to provide insights into the recent clinical treatment and prevention strategies.
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Affiliation(s)
- Noura M. Alshiban
- Advanced Diagnostics and Therapeutics Institute, Health Sector, King Abdulaziz City for Science and Technology, Riyadh 11442, Saudi Arabia
| | - Munirah S. Aleyiydi
- Advanced Diagnostics and Therapeutics Institute, Health Sector, King Abdulaziz City for Science and Technology, Riyadh 11442, Saudi Arabia
| | - Majed S. Nassar
- Advanced Diagnostics and Therapeutics Institute, Health Sector, King Abdulaziz City for Science and Technology, Riyadh 11442, Saudi Arabia
| | - Nada K. Alhumaid
- Advanced Diagnostics and Therapeutics Institute, Health Sector, King Abdulaziz City for Science and Technology, Riyadh 11442, Saudi Arabia
| | - Thamer A. Almangour
- Department of Clinical Pharmacy, College of Pharmacy, King Saud University, Riyadh 11451, Saudi Arabia
| | - Yahya M.K. Tawfik
- Department of Clinical Pharmacy, College of Pharmacy, King Saud University, Riyadh 11451, Saudi Arabia
| | - Laila A. Damiati
- Department of Biological Sciences, College of Science, University of Jeddah, Jeddah 23218, Saudi Arabia
| | | | - Essam A. Tawfik
- Advanced Diagnostics and Therapeutics Institute, Health Sector, King Abdulaziz City for Science and Technology, Riyadh 11442, Saudi Arabia
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Branda F, Giovanetti M, Romano C, Benvenuto D, Ciccozzi A, Sanna D, Ciccozzi M, Scarpa F. Global Measles Surveillance: Trends, Challenges, and Implications for Public Health Interventions. Infect Dis Rep 2024; 16:367-379. [PMID: 38667754 PMCID: PMC11050389 DOI: 10.3390/idr16020028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/27/2024] [Revised: 03/30/2024] [Accepted: 04/12/2024] [Indexed: 04/28/2024] Open
Abstract
Measles, a highly contagious disease primarily affecting children, carries serious health risks, including complications and mortality. Vaccination remains the most effective preventive measure against measles transmission. The COVID-19 pandemic has exacerbated challenges in surveillance and immunization efforts, leaving millions of people exposed to preventable diseases such as measles. Globally accelerated immunization campaigns are critical for achieving regional elimination goals and mitigating the risk of outbreaks. Our team has developed an open-access database for global measles monitoring, facilitating standardized data collection and analysis. The analysis of measles cases from 2011 to 2023 reveals fluctuating trends, with notable increases in Africa in 2019 and 2023, indicating potential gaps in control strategies. Using an automated signal detection tool developed by the European Centre for Disease Prevention and Control (ECDC) team, we identified significant variations between World Health Organization (WHO) regions, underscoring the importance of continuous monitoring to detect epidemiological changes early. These results underscore the need for robust surveillance systems and accelerated vaccination efforts to safeguard public health.
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Affiliation(s)
- Francesco Branda
- Unit of Medical Statistics and Molecular Epidemiology, Università Campus Bio-Medico di Roma, 00128 Rome, Italy; (C.R.); (M.C.)
| | - Marta Giovanetti
- Department of Sciences and Technologies for Sustainable Development and One Health, Università Campus Bio-Medico di Roma, 00128 Rome, Italy
- Instituto René Rachou, Fundação Oswaldo Cruz, Belo Horizonte, Belo Horizonte 30.190-009, Brazil
- Climate Amplified Diseases and Epidemics (CLIMADE), Brazil
| | - Chiara Romano
- Unit of Medical Statistics and Molecular Epidemiology, Università Campus Bio-Medico di Roma, 00128 Rome, Italy; (C.R.); (M.C.)
| | - Domenico Benvenuto
- Medical Statistic and Molecular Epidemiology Unit, Universita Cattolica di Roma, 00135 Rome, Italy
| | - Alessandra Ciccozzi
- Department of Biomedical Sciences, University of Sassari, 07100 Sassari, Italy; (A.C.); (D.S.); (F.S.)
| | - Daria Sanna
- Department of Biomedical Sciences, University of Sassari, 07100 Sassari, Italy; (A.C.); (D.S.); (F.S.)
| | - Massimo Ciccozzi
- Unit of Medical Statistics and Molecular Epidemiology, Università Campus Bio-Medico di Roma, 00128 Rome, Italy; (C.R.); (M.C.)
| | - Fabio Scarpa
- Department of Biomedical Sciences, University of Sassari, 07100 Sassari, Italy; (A.C.); (D.S.); (F.S.)
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Laue T, Junge N, Leiskau C, Mutschler F, Ohlendorf J, Baumann U. Diminished measles immunity after paediatric liver transplantation-A retrospective, single-centre, cross-sectional analysis. PLoS One 2024; 19:e0296653. [PMID: 38315673 PMCID: PMC10843477 DOI: 10.1371/journal.pone.0296653] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2023] [Accepted: 12/16/2023] [Indexed: 02/07/2024] Open
Abstract
Liver transplantation in childhood has an excellent long-term outcome, but is associated with a long-term risk of infection. Measles is a vaccine-preventable infection, with case series describing severe courses with graft rejection, mechanical ventilation and even death in liver transplant recipients. Since about 30% of liver transplanted children receive liver transplants in their first year of life, not all have reached the recommended age for live vaccinations. On the contrary, live vaccines are contraindicated after transplantation. In addition, vaccination response is poorer in individuals with liver disease compared to healthy children. This retrospective, single-centre, cross-sectional study examines measles immunity in paediatric liver transplant recipients before and after transplantation. Vaccination records of 239 patients, followed up at Hannover Medical School between January 2021 and December 2022 were analysed. Twenty eight children were excluded due to stem cell transplantation, regular immunoglobulin substitution or measles vaccination after transplantation. More than 55% of all 211 children analysed and 75% of all those vaccinated at least once are measles seropositive after transplantation-48% after one and 84% after two vaccinations-which is less than in healthy individuals. Interestingly, 26% of unvaccinated children also showed measles antibodies and about 5-15% of vaccinated patients who were seronegative at the time of transplantation were seropositive afterwards, both possibly through infection. In multivariable Cox proportional hazards regression, the number of vaccinations (HR 4.30 [95% CI 2.09-8.83], p<0.001), seropositivity before transplantation (HR 2.38 [95% CI 1.07-5.30], p = 0.034) and higher age at time of first vaccination (HR 11.5 [95% CI 6.92-19.1], p<0.001) are independently associated with measles immunity after transplantation. In contrast, older age at testing is inversely associated (HR 0.09 [95% CI 0.06-0.15], p<0.001), indicating a loss of immunity. Vaccination in the first year of life does not pose a risk of non-immunity. The underlying liver disease influences the level of measles titres of twice-vaccinated patients; those with acute liver failure being the lowest compared to children with metabolic disease. In summary, vaccine response is poorer in children with liver disease. Liver transplant candidates should be vaccinated before transplantation even if this is earlier in the first year of life. Checking measles IgG and re-vaccinating seronegative patients may help to achieve immunity after transplantation.
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Affiliation(s)
- Tobias Laue
- Division for Paediatric Gastroenterology and Hepatology, Department of Paediatric Kidney, Liver, and Metabolic Diseases, Hannover Medical School, Hannover, Germany
| | - Norman Junge
- Division for Paediatric Gastroenterology and Hepatology, Department of Paediatric Kidney, Liver, and Metabolic Diseases, Hannover Medical School, Hannover, Germany
| | - Christoph Leiskau
- Paediatric Gastroenterology, Department of Paediatrics and Adolescent Medicine, University Medical Centre Goettingen, Georg August University Goettingen, Goettingen, Germany
| | - Frauke Mutschler
- Division for Paediatric Gastroenterology and Hepatology, Department of Paediatric Kidney, Liver, and Metabolic Diseases, Hannover Medical School, Hannover, Germany
| | - Johanna Ohlendorf
- Division for Paediatric Gastroenterology and Hepatology, Department of Paediatric Kidney, Liver, and Metabolic Diseases, Hannover Medical School, Hannover, Germany
| | - Ulrich Baumann
- Division for Paediatric Gastroenterology and Hepatology, Department of Paediatric Kidney, Liver, and Metabolic Diseases, Hannover Medical School, Hannover, Germany
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PERTIWI ANDICENDRA, LEIDA IDA, AMIRUDDIN RIDWAN, WAHIDUDDIN, SURIAH, SYAMSUAR. Development of measles-rubella surveillance health information system in the working area of health center tanjung selor, bulungan district. J Public Health Afr 2023; 14:2749. [PMID: 38259426 PMCID: PMC10801399 DOI: 10.4081/jphia.2024.2749] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2024] Open
Abstract
The Tanjung Selor Health Center reported 2 laboratory-confirmed negative measles suspected cases that occurred in the Tanjung Selor Hilir urban village area, thus meeting the Discarded Rate target of 80% for North Kalimantan Province. This study aims to design and determine the effectiveness of measles-rubella surveillance applications based on increasing measles suspect case finding. This research used pre-experimental study design and system development with the prototype method. This study was conducted in the working area of the Tanjung Selor Health Center. Samples of research were teachers and children of kindergarten/early childhood, elementary/boarding schools, and private pediatrician health service facilities in the Tanjung Selor Hilir village. The name of the application is SICARE (Sistem Campak Rubella/Measles-Rubella Surveillance) and expected to facilitate monitoring reporting cases of measles rubella. Data were analyzed by univariate and bivariate t-tests on Stata and then interpreted in the form of tables and narratives. The results showed the frequency of reporting (P=0.010), the difference in case of reporting before and after treatment (P=0.160), the effectiveness of surveillance attributes in schools and private facilities after treatment (P=0.00), and the effectiveness of reporting on Health Center officers (P=0.22). Significant results from the development of the SICARE application are the frequency of reporting and the effectiveness of surveillance attributes in schools and private facilities. It is recommended for health center staff to further develop the application that has been built through optimal planning to improve early detection and rapid response in an active measles-rubella surveillance system.
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Affiliation(s)
- ANDI CENDRA PERTIWI
- FETP student, Public Health Study Program
- North Kalimantan Provincial Health Office, Tarakan
| | | | | | | | - SURIAH
- Department of Health Promotion and Behavioral Sciences
| | - SYAMSUAR
- Department of Environmental Health, Faculty of Public Health, Hasanuddin University, Makassar
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Cheng M, Lan T, Geater A, Deng QY, Lin YD, Jiang LY, Chen N, Zhu MT, Li Q, Tang XY. Health system barriers to timely routine measles vaccinations in rural southwest China: a qualitative study on the perspectives of township vaccination professionals and village doctors. BMJ Open 2023; 13:e072990. [PMID: 37993157 PMCID: PMC10668328 DOI: 10.1136/bmjopen-2023-072990] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/19/2023] [Accepted: 10/16/2023] [Indexed: 11/24/2023] Open
Abstract
OBJECTIVES A well-functioning health system ensures timely routine measles vaccinations for age-appropriate children, minimising measles risk. However, there is limited knowledge about the impact of the performance of immunisation programmes in health systems on the timeliness of measles vaccination. This study aimed to identify health system barriers to timely routine measles vaccination in rural southwest China, integrating the perspectives of township vaccination professionals and village doctors. DESIGN, SETTING AND PARTICIPANTS Qualitative study among township vaccination professionals and village doctors in rural Guangxi, southwest China. METHODS 20 focus group discussions (FGDs) at township level and 120 in-depth interviews (IDIs) at village level, based on a four-theme framework. We used convenience sampling to recruit 60 township vaccination professionals and 120 village doctors in 2015. Instruments used were a semistructured questionnaire and interview outlines. We collected township and village-level data focusing on themes of health resources allocation, pattern of vaccination services, management and supervision of vaccination services, and perceptions of vaccination policy. The FGDs and IDIs were audio-recorded and transcribed. Braun and Clarke's thematic analysis approach was adopted to synthesise findings into meaningful subthemes, narrative text and illustrative quotations. RESULTS The health system barriers to timely routine vaccinations were explored across four themes. Barriers in the health resources allocation theme comprised (1) inadequacy of vaccination-related human resources (eg, lack of township vaccination professionals and lack of young village doctors), and (2) incompatible and non-identical information system of vaccination services across regions. Barriers in the pattern of vaccination services theme included inflexible vaccination services models, for example, routine vaccination services being offered monthly on fixed vaccination days, limited numbers of vaccination days per month, vaccination days being set on non-local market days, vaccination days being clustered into a specific period and absence of formal vaccination appointments. Ineffective economic incentive mechanism was identified as a barrier in the management and supervision of vaccination services theme. Low-degree participation of village doctors in routine vaccination services was identified as a barrier in the perceptions of vaccination policy theme. CONCLUSIONS We encourage policymakers and stakeholders to apply these findings to improve the timeliness of routine vaccination. Barriers to timely routine vaccination include inadequate allocation of vaccination-related resources and inflexible vaccination service delivery models. Financial and non-financial incentives should be used to retain and recruit vaccination professionals and village doctors. Strengthening information systems with unified data standards enables cross-regional data exchange. Optimising immunisation services and rationalising vaccination days could eliminate health system barriers and improve vaccination timeliness in rural China.
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Affiliation(s)
- Man Cheng
- Department of Epidemiology and Biostatistics, School of Public Health, Guangxi Medical University, Nanning, Guangxi, China
| | - Tao Lan
- Department of Epidemiology and Biostatistics, School of Public Health, Guangxi Medical University, Nanning, Guangxi, China
| | - Alan Geater
- Epidemiology Unit, Faculty of Medicine, Prince of Songkla University, Hat Yai, Thailand
| | - Qiu-Yun Deng
- Institute of Vaccination, Guangxi Zhuang Autonomous Region Center for Disease Control and Prevention, Nanning, Guangxi, China
| | - Yue-Dong Lin
- Department of Epidemiology and Biostatistics, School of Public Health, Guangxi Medical University, Nanning, Guangxi, China
| | - Long-Yan Jiang
- Department of Epidemiology and Biostatistics, School of Public Health, Guangxi Medical University, Nanning, Guangxi, China
| | - Ning Chen
- Department of Epidemiology and Biostatistics, School of Public Health, Guangxi Medical University, Nanning, Guangxi, China
| | - Man-Tong Zhu
- Department of Epidemiology and Biostatistics, School of Public Health, Guangxi Medical University, Nanning, Guangxi, China
| | - Qiao Li
- Department of Epidemiology and Biostatistics, School of Public Health, Guangxi Medical University, Nanning, Guangxi, China
| | - Xian-Yan Tang
- Department of Epidemiology and Biostatistics, School of Public Health, Guangxi Medical University, Nanning, Guangxi, China
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Piccirilli G, Gennari M, Gabrielli L, Leone M, Borgatti EC, Cantiani A, Lanna F, Magurano F, Baggieri M, Marangoni A, Lanari M, Lazzarotto T. Measles virus and cytomegalovirus co-infection, in a child with recent SARS-CoV-2 infection, during COVID-19 pandemic: a case report. Virol J 2023; 20:157. [PMID: 37468989 DOI: 10.1186/s12985-023-02099-8] [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: 02/17/2023] [Accepted: 06/13/2023] [Indexed: 07/21/2023] Open
Abstract
Measles virus (MV) and cytomegalovirus (CMV) may cause pediatric infection. We report the first described case of MV and CMV co-infection in an unvaccinated 13-mo-old girl, with a recent severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection, occurred during coronavirus disease 2019 (COVID-19) pandemic. The COVID-19 pandemic context, combined with patient's complex clinical scenario, presenting symptoms as persistent fever, diarrhea, vomiting, maculopapular rash and edema, in addition to high level of inflammatory markers, led to a suspicion of multisystemic inflammatory syndrome in children (MIS-C). The final diagnosis and the successfully management of the case, discharged after resolution of symptoms, was achieved by a proper virological diagnosis and a close two-way cooperation between pediatricians and clinical microbiologists. The report mainly highlights that awareness about measles should be raised in unvaccinated patients with consistent symptoms, even in the COVID-19 era.
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Affiliation(s)
- Giulia Piccirilli
- Microbiology Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, 40138, Italy
| | - Monia Gennari
- Pediatric Emergency Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, 40138, Italy
| | - Liliana Gabrielli
- Microbiology Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, 40138, Italy.
| | - Marta Leone
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, Bologna, 40138, Italy
| | - Eva Caterina Borgatti
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, Bologna, 40138, Italy
| | - Alessia Cantiani
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, Bologna, 40138, Italy
| | - Federica Lanna
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, Bologna, 40138, Italy
| | - Fabio Magurano
- Department of Infectious Diseases, National Measles Reference Laboratory-WHO/LabNet, Istituto Superiore di Sanità (ISS), Rome, 00165, Italy
| | - Melissa Baggieri
- Department of Infectious Diseases, National Measles Reference Laboratory-WHO/LabNet, Istituto Superiore di Sanità (ISS), Rome, 00165, Italy
| | - Antonella Marangoni
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, Bologna, 40138, Italy
| | - Marcello Lanari
- Pediatric Emergency Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, 40138, Italy
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, Bologna, 40138, Italy
| | - Tiziana Lazzarotto
- Microbiology Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, 40138, Italy
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, Bologna, 40138, Italy
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Popović Dragonjić L, Jovanović M, Vrbić M, Nastić A, Djordjević M, Veljković M. The Occurrence of Acute Pancreatitis in Adult Patients during a Measles Outbreak from November 2017 to May 2018 in Southeastern Serbia. MEDICINA (KAUNAS, LITHUANIA) 2022; 58:medicina58111650. [PMID: 36422189 PMCID: PMC9692428 DOI: 10.3390/medicina58111650] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 10/01/2022] [Revised: 10/26/2022] [Accepted: 11/09/2022] [Indexed: 11/17/2022]
Abstract
Background and Objectives: Although it is believed that measles infections are under control, there is a global reappearance, and their treatment has become more complex as the disease is followed by a relatively high incidence of complications. This study, conducted on patients during a measles outbreak from November 2017 to May 2018, aims to evaluate a rarely reported complication of measles, acute morbilous pancreatitis (AMP), which has been reported in several cases to date. Materials and Methods: A total of 207 patients admitted and treated at the Clinic for Infectious Diseases, Clinical Center Nis, for measles infection were included in the analysis. The data collected from the patient's medical records included the demographic characteristics, disease duration, full blood, serum, and urine biochemical analysis, general measles-associated symptoms, and disease outcome. Results: According to the serum and urine amylase activity, and some clinical symptoms AMP were diagnosed in 14% (29/207) of the studied patients. These patients had significantly higher levels of ALT and vomited more frequently than the patients without AMP. Only slight differences in measles duration, changes in RBC count, and CRP levels were found between the males and females with AMP. Conclusions: Acute morbillous pancreatitis should not be underestimated as a complication, even though according to the results of our survey, it was not associated with a fatal outcome or disease severity as the course of it can be frequently rapid and fatal.
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Affiliation(s)
- Lidija Popović Dragonjić
- Department of Infectious Diseases and Epidemiology, Faculty of Medicine, University of Niš, 18000 Nis, Serbia
- Clinic for Infectology, University Clinical Center Niš, 18000 Nis, Serbia
- Correspondence:
| | - Maja Jovanović
- Department of Infectious Diseases and Epidemiology, Faculty of Medicine, University of Niš, 18000 Nis, Serbia
- Clinic for Infectology, University Clinical Center Niš, 18000 Nis, Serbia
| | - Miodrag Vrbić
- Department of Infectious Diseases and Epidemiology, Faculty of Medicine, University of Niš, 18000 Nis, Serbia
- Clinic for Infectology, University Clinical Center Niš, 18000 Nis, Serbia
| | - Aleksandar Nastić
- Department of Mathematics, Faculty of Sciences and Mathematics, University of Niš, 18000 Nis, Serbia
| | - Miodrag Djordjević
- Department of Mathematics, Faculty of Sciences and Mathematics, University of Niš, 18000 Nis, Serbia
| | - Milica Veljković
- Department Physiology, Faculty of Medicine, University of Niš, 18000 Nis, Serbia
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