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Razzak A, Saha O, Sultana KF, Amin MR, Zahid AB, Sultana A, Bristi UP, Rajia S, Sarker N, Rahaman MM, Bahadur NM, Hossen F. Development of a Novel mRNA Vaccine Against Shigella Pathotypes Causing Widespread Shigellosis Endemic: An In-Silico Immunoinformatic Approach. Bioinform Biol Insights 2025; 19:11779322251328302. [PMID: 40160890 PMCID: PMC11951904 DOI: 10.1177/11779322251328302] [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: 06/29/2024] [Accepted: 03/03/2025] [Indexed: 04/02/2025] Open
Abstract
Shigellosis remains a major global health concern, particularly in regions with poor sanitation and limited access to clean water. This study used immunoinformatics and reverse vaccinology to design a potential mRNA vaccine targeting Shigella pathotypes out of 4071 proteins from Shigella sonnei str. Ss046, 4 key antigenic candidates were identified: putative outer membrane protein (Q3YZL0), PapC-like porin protein (Q3YZM5), putative fimbrial-like protein (Q3Z3I2), and lipopolysaccharide (LPS)-assembly protein LptD (Q3Z5V5), ensuring broad pathotype coverage. A multitope vaccine was designed incorporating cytotoxic T lymphocyte, helper T lymphocyte, and B-cell epitopes, linked with suitable linkers and adjuvants to enhance immunogenicity. Computational analyses predicted vaccine's favorable antigenicity, solubility, and stability, while molecular docking and dynamic simulations demonstrated strong binding affinity and stability with Toll-like receptor 4 (TLR-4), indicating potential for robust immune activation. Immune simulations predicted strong humoral and cellular immune responses, characterized by significant cytokine production and long-term immune memory. Structural evaluations of the complex, including radius of gyration, root mean square deviation, root mean square fluctuation, and solvent accessibility, confirmed the vaccine's structural integrity, and stability under physiological conditions. This research contributes to the ongoing effort to alleviate the global burden of Shigella infections, providing a foundation for future wet laboratory investigations aimed at vaccine development.
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Affiliation(s)
- Abdur Razzak
- Department of Microbiology, Noakhali Science and Technology University, Noakhali, Bangladesh
| | - Otun Saha
- Department of Microbiology, Noakhali Science and Technology University, Noakhali, Bangladesh
| | | | - Mohammad Ruhul Amin
- Department of Microbiology, Noakhali Science and Technology University, Noakhali, Bangladesh
| | - Abdullah bin Zahid
- Department of Microbiology, Noakhali Science and Technology University, Noakhali, Bangladesh
| | - Afroza Sultana
- Department of Microbiology, Noakhali Science and Technology University, Noakhali, Bangladesh
| | - Uditi Paul Bristi
- Department of Microbiology, Noakhali Science and Technology University, Noakhali, Bangladesh
| | - Sultana Rajia
- Department of Microbiology, Noakhali Science and Technology University, Noakhali, Bangladesh
| | - Nikkon Sarker
- Department of Microbiology, Noakhali Science and Technology University, Noakhali, Bangladesh
| | | | - Newaz Mohammed Bahadur
- Department of Chemistry, Noakhali Science and Technology University, Noakhali, Bangladesh
| | - Foysal Hossen
- Department of Microbiology, Noakhali Science and Technology University, Noakhali, Bangladesh
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Roozen GVT, Sukwa N, Chirwa M, White JA, Estrada M, Maier N, Turbyfill KR, Laird RM, Suvarnapunya AE, Sayeh A, D’Alessio F, Marion C, Pattacini L, Hoogerwerf MA, Murugan R, Terrinoni M, Holmgren JR, Sirima SB, Houard S, Simuyandi M, Roestenberg M. Safety, Tolerability, and Immunogenicity of the Invaplex AR-DetoxShigella Vaccine Co-Administered with the dmLT Adjuvant in Dutch and Zambian Adults: Study Protocol for a Multi-Center, Randomized, Double-Blind, Placebo-Controlled, Dose-Escalation Phase Ia/b Clinical Trial. Vaccines (Basel) 2025; 13:48. [PMID: 39852827 PMCID: PMC11769217 DOI: 10.3390/vaccines13010048] [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: 11/15/2024] [Revised: 12/13/2024] [Accepted: 12/20/2024] [Indexed: 01/26/2025] Open
Abstract
BACKGROUND Shigella infections remain endemic in places with poor sanitation and are a leading cause of diarrheal mortality globally, as well as a major contributor to gut enteropathy and stunting. There are currently no licensed vaccines for shigellosis but it has been estimated that an effective vaccine could avert 590,000 deaths over a 20-year period. A challenge to effective Shigella vaccine development has been the low immunogenicity and protective efficacy of candidate Shigella vaccines in infants and young children. Additionally, a new vaccine might be less immunogenic in a highly endemic setting compared to a low endemic setting ("vaccine hyporesponsiveness"). The use of a potent adjuvant enhancing both mucosal and systemic immunity might overcome these problems. InvaplexAR-Detox is an injectable Shigella vaccine that uses a novel combination of conserved invasion plasmid antigen proteins and a serotype-specific bacterial lipopolysaccharide attenuated for safe intramuscular administration. The adjuvant dmLT has been shown to enhance Shigella immune responses in mice, has safely been administered intramuscularly, and was shown to enhance immune responses in healthy volunteers when given in combination with other antigens in phase I trials. This article describes the protocol of a study that will be the first to assess the safety, tolerability, and immunogenicity of InvaplexAR-Detox co-administered with dmLT in healthy adults in low-endemic and high-endemic settings. METHODS In a multi-center, randomized, double-blind, and placebo-controlled dose-escalation phase Ia/b trial, the safety, tolerability, and immunogenicity of three intramuscular vaccinations administered 4 weeks apart with 2.5 µg or 10 µg of InvaplexAR-Detox vaccine, alone or in combination with 0.1 µg of the dmLT adjuvant, will first be assessed in a total of 50 healthy Dutch adults (phase Ia) and subsequently in 35 healthy Zambian adults (phase Ib) aged 18-50 years. The primary outcome is safety, and secondary outcomes are humoral and cellular immune responses to the adjuvanted or non-adjuvanted vaccine. DISCUSSION This trial is part of the ShigaPlexIM project that aims to advance the early clinical development of an injectable Shigella vaccine and to make the vaccine available for late-stage clinical development. This trial addresses the issue of hyporesponsiveness in an early stage of clinical development by testing the vaccine and adjuvant in an endemic setting (Zambia) after the first-in-human administration and the dose-escalation has proven safe and tolerable in a low-endemic setting (Netherlands). Besides strengthening the vaccine pipeline against a major diarrheal disease, another goal of the ShigaPlexIM project is to stimulate capacity building and strengthen global North-South relations in clinical research. TRIAL REGISTRATION EU CT number: 2023-506394-35-02, ClinicalTrials.gov identifier: NCT05961059.
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Affiliation(s)
- Geert V. T. Roozen
- Leiden University Center for Infectious Diseases, Leiden University Medical Center, 2333 ZA Leiden, The Netherlands (L.P.); (R.M.)
| | - Nsofwa Sukwa
- Centre for Infectious Disease Research Zambia, Lusaka P.O. Box 34681, Zambia; (N.S.)
| | - Masuzyo Chirwa
- Centre for Infectious Disease Research Zambia, Lusaka P.O. Box 34681, Zambia; (N.S.)
| | | | | | | | - Kevin R. Turbyfill
- Walter Reed Army Institute of Research, Silver Spring, MD 20910, USA (A.E.S.)
| | - Renee M. Laird
- Walter Reed Army Institute of Research, Silver Spring, MD 20910, USA (A.E.S.)
| | | | - Aicha Sayeh
- European Vaccine Initiative, 69115 Heidelberg, Germany (S.H.)
| | | | - Candice Marion
- European Vaccine Initiative, 69115 Heidelberg, Germany (S.H.)
| | - Laura Pattacini
- Leiden University Center for Infectious Diseases, Leiden University Medical Center, 2333 ZA Leiden, The Netherlands (L.P.); (R.M.)
| | - Marie-Astrid Hoogerwerf
- Leiden University Center for Infectious Diseases, Leiden University Medical Center, 2333 ZA Leiden, The Netherlands (L.P.); (R.M.)
| | - Rajagopal Murugan
- Leiden University Center for Infectious Diseases, Leiden University Medical Center, 2333 ZA Leiden, The Netherlands (L.P.); (R.M.)
| | - Manuela Terrinoni
- Department of Microbiology and Immunology, University of Gothenburg, 40530 Gothenburg, Sweden
| | - Jan R. Holmgren
- Department of Microbiology and Immunology, University of Gothenburg, 40530 Gothenburg, Sweden
| | - Sodiomon B. Sirima
- Groupe de Recherche Action en Santé, Ouagadougou 06 BP 10248, Burkina Faso
| | - Sophie Houard
- European Vaccine Initiative, 69115 Heidelberg, Germany (S.H.)
| | - Michelo Simuyandi
- Centre for Infectious Disease Research Zambia, Lusaka P.O. Box 34681, Zambia; (N.S.)
| | - Meta Roestenberg
- Leiden University Center for Infectious Diseases, Leiden University Medical Center, 2333 ZA Leiden, The Netherlands (L.P.); (R.M.)
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Lee AC, Cherkerzian S, Tofail F, Folger LV, Ahmed S, Rahman S, Chowdhury NH, Khanam R, Olson I, Oken E, Fichorova R, Nelson CA, Baqui AH, Inder T. Perinatal inflammation, fetal growth restriction, and long-term neurodevelopmental impairment in Bangladesh. Pediatr Res 2024; 96:1777-1787. [PMID: 38589559 PMCID: PMC11959561 DOI: 10.1038/s41390-024-03101-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/02/2023] [Revised: 01/02/2024] [Accepted: 01/23/2024] [Indexed: 04/10/2024]
Abstract
BACKGROUND There are limited data on the impact of perinatal inflammation on child neurodevelopment in low-middle income countries and among growth-restricted infants. METHODS Population-based, prospective birth cohort study of 288 infants from July 2016-March 2017 in Sylhet, Bangladesh. Umbilical cord blood was analyzed for interleukin(IL)-1α, IL-1β, IL-6, IL-8, and C-reactive protein(CRP). Child neurodevelopment was assessed at 24 months with Bayley-III Scales of Infant Development. We determined associations between cord blood inflammation and neurodevelopmental outcomes, controlling for potential confounders. RESULTS 248/288 (86%) live born infants were followed until 24 months, among whom 8.9% were preterm and 45.0% small-for-gestational-age(SGA) at birth. Among all infants, elevated concentrations (>75%) of CRP and IL-6 at birth were associated with increased odds of fine motor delay at 24 months; elevated CRP was also associated with lower receptive communication z-scores. Among SGA infants, elevated IL-1α was associated with cognitive delay, IL-8 with language delay, CRP with lower receptive communication z-scores, and IL-1β with lower expressive communication and motor z-scores. CONCLUSIONS In rural Bangladesh, perinatal inflammation was associated with impaired neurodevelopment at 24 months. The associations were strongest among SGA infants and noted across several biomarkers and domains, supporting the neurobiological role of inflammation in adverse fetal development, particularly in the setting of fetal growth restriction. IMPACT Cord blood inflammation was associated with fine motor and language delays at 24 months of age in a community-based cohort in rural Bangladesh. 23.4 million infants are born small-for-gestational-age (SGA) globally each year. Among SGA infants, the associations between cord blood inflammation and adverse outcomes were strong and consistent across several biomarkers and neurodevelopmental domains (cognitive, motor, language), supporting the neurobiological impact of inflammation prominent in growth-restricted infants. Prenatal interventions to prevent intrauterine growth restriction are needed in low- and middle-income countries and may also result in long-term benefits on child development.
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Affiliation(s)
- Anne Cc Lee
- Department of Pediatrics, Brigham and Women's Hospital, Boston, MA, 02115, USA.
- Harvard Medical School, Boston, MA, 02115, USA.
| | - Sara Cherkerzian
- Department of Pediatrics, Brigham and Women's Hospital, Boston, MA, 02115, USA
- Harvard Medical School, Boston, MA, 02115, USA
| | - Fahmida Tofail
- Nutrition and Clinical Services Division, International Centre for Diarrhoeal Disease Research, Bangladesh (ICDDR,B), Dhaka, 1212, Bangladesh
| | - Lian V Folger
- Department of Pediatrics, Brigham and Women's Hospital, Boston, MA, 02115, USA
| | | | - Sayedur Rahman
- Projahnmo Research Foundation, Banani, Dhaka, 1213, Bangladesh
| | | | - Rasheda Khanam
- Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, 21205, USA
| | - Ingrid Olson
- Department of Pediatrics, Brigham and Women's Hospital, Boston, MA, 02115, USA
| | - Emily Oken
- Harvard Medical School, Boston, MA, 02115, USA
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, 02115, USA
- Department of Population Medicine, Harvard Pilgrim Health Care Institute, Boston, MA, 02215, USA
| | - Raina Fichorova
- Harvard Medical School, Boston, MA, 02115, USA
- Department of Obstetrics, Gynecology and Reproductive Biology, Brigham and Women's Hospital, Boston, MA, 02115, USA
| | - Charles A Nelson
- Harvard Medical School, Boston, MA, 02115, USA
- Boston Children's Hospital, Boston, MA, 02115, USA
- Harvard Graduate School of Education, Boston, MA, 02138, USA
| | - Abdullah H Baqui
- Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, 21205, USA
| | - Terrie Inder
- Center for Neonatal Research, Children's Hospital of Orange County, Orange, CA, 92868, USA
- Department of Pediatrics, University of California Irvine, Irvine, CA, 92697, USA
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Varghese T, Mills JAP, Revathi R, Antoni S, Soeters HM, Emmanuel Njambe TO, Houpt ER, Tate JE, Parashar UD, Kang G. Etiology of diarrheal hospitalizations following rotavirus vaccine implementation and association of enteric pathogens with malnutrition among under-five children in India. Gut Pathog 2024; 16:22. [PMID: 38600552 PMCID: PMC11005126 DOI: 10.1186/s13099-024-00599-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/29/2023] [Accepted: 01/09/2024] [Indexed: 04/12/2024] Open
Abstract
Malnourished children are at higher risk of mortality and morbidity following diarrheal illness and certain enteropathogens have been associated with malnutrition in children. Very few studies have comprehensively looked at the etiology of diarrhea in malnourished children and most have used conventional diagnostic methods with suboptimal sensitivity. We used a highly sensitive molecular approach against a broad range of pathogens causing diarrhea and examined their association with malnutrition. In addition, we looked at the pathogen diversity of pediatric diarrhea, three years after the nationwide rotavirus vaccine introduction to understand the evolving landscape of pathogens, which is crucial for planning strategies to further reduce the diarrhea burden. Clinical details and diarrheal stool samples were collected from hospitalized children aged < 5 years from three sentinel sites in India for a period of one year. The samples were tested by qPCR for 16 established causes of diarrhea using TaqMan Array Cards. A total of 772 children were enrolled, from whom 482 (62.4%) stool specimens were tested. No specific pathogen was associated with diarrhea among children with acute or chronic malnutrition compared to those with better nutritional status. Overall, adenovirus was the leading pathogen (attributable fraction (AF) 16.9%; 95% CI 14.1 to 19.2) followed by rotavirus (AF 12.6%; 95% CI 11.8 to 13.1) and Shigella (AF 10.9%; 95% CI 8.4 to 16.4). The majority of diarrhea requiring hospitalization in children aged < 2 years could be attributed to viruses, while Shigella was the most common pathogen among children aged > 2 years. These data on the prevalence and epidemiology of enteropathogens identified potential pathogens for public health interventions.
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Affiliation(s)
- Tintu Varghese
- The Wellcome Trust Research Laboratory, Division of Gastrointestinal Sciences, Christian Medical College, Vellore, India.
| | - James A Platts Mills
- Division of Infectious Diseases and International Health, University of Virginia, Charlottesville, Virginia, USA
| | - R Revathi
- The Wellcome Trust Research Laboratory, Division of Gastrointestinal Sciences, Christian Medical College, Vellore, India
| | | | | | | | - Eric R Houpt
- Division of Infectious Diseases and International Health, University of Virginia, Charlottesville, Virginia, USA
| | - Jacqueline E Tate
- Division of Viral Diseases, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Umesh D Parashar
- Division of Viral Diseases, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Gagandeep Kang
- The Wellcome Trust Research Laboratory, Division of Gastrointestinal Sciences, Christian Medical College, Vellore, India
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5
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Vannice K, MacLennan CA, Long J, Steele AD. Optimizing Vaccine Trials for Enteric Diseases: The Enterics for Global Health (EFGH) Shigella Surveillance Study. Open Forum Infect Dis 2024; 11:S1-S5. [PMID: 38532964 PMCID: PMC10962720 DOI: 10.1093/ofid/ofad586] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/28/2024] Open
Abstract
In this introductory article, we describe the rationale for the Enterics for Global Health (EFGH) Shigella surveillance study, which is largely to optimize the design and implementation of pivotal Shigella vaccine trials in the target population of infants and young children living in low- and middle-income countries. Such optimization will ideally lead to a shorter time to vaccine availability in the target population. We also provide a brief description of the articles included in the supplement.
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Affiliation(s)
- Kirsten Vannice
- Enterics, Diagnostics, Genomics & Epidemiology, The Bill & Melinda Gates Foundation, Seattle, Washington, USA
| | - Calman Alexander MacLennan
- Enterics, Diagnostics, Genomics & Epidemiology, The Bill & Melinda Gates Foundation, Seattle, Washington, USA
| | - Jessica Long
- Enterics, Diagnostics, Genomics & Epidemiology, The Bill & Melinda Gates Foundation, Seattle, Washington, USA
| | - Andrew Duncan Steele
- Enterics, Diagnostics, Genomics & Epidemiology, The Bill & Melinda Gates Foundation, Seattle, Washington, USA
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6
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Atlas HE, Conteh B, Islam MT, Jere KC, Omore R, Sanogo D, Schiaffino F, Yousafzai MT, Ahmed N, Awuor AO, Badji H, Cornick J, Feutz E, Galagan SR, Haidara FC, Horne B, Hossen MI, Hotwani A, Houpt ER, Jallow AF, Karim M, Keita AM, Keita Y, Khanam F, Liu J, Malemia T, Manneh A, McGrath CJ, Nasrin D, Ndalama M, Ochieng JB, Ogwel B, Paredes Olortegui M, Zegarra Paredes LF, Pinedo Vasquez T, Platts-Mills JA, Qudrat-E-Khuda S, Qureshi S, Hasan Rajib MN, Rogawski McQuade ET, Sultana S, Tennant SM, Tickell KD, Witte D, Peñataro Yori P, Cunliffe NA, Hossain MJ, Kosek MN, Kotloff KL, Qadri F, Qamar FN, Tapia MD, Pavlinac PB. Diarrhea Case Surveillance in the Enterics for Global Health Shigella Surveillance Study: Epidemiologic Methods. Open Forum Infect Dis 2024; 11:S6-S16. [PMID: 38532963 PMCID: PMC10962728 DOI: 10.1093/ofid/ofad664] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/28/2024] Open
Abstract
Background Shigella is a leading cause of acute watery diarrhea, dysentery, and diarrhea-attributed linear growth faltering, a precursor to stunting and lifelong morbidity. Several promising Shigella vaccines are in development and field efficacy trials will require a consortium of potential vaccine trial sites with up-to-date Shigella diarrhea incidence data. Methods The Enterics for Global Health (EFGH) Shigella surveillance study will employ facility-based enrollment of diarrhea cases aged 6-35 months with 3 months of follow-up to establish incidence rates and document clinical, anthropometric, and financial consequences of Shigella diarrhea at 7 country sites (Mali, Kenya, The Gambia, Malawi, Bangladesh, Pakistan, and Peru). Over a 24-month period between 2022 and 2024, the EFGH study aims to enroll 9800 children (1400 per country site) between 6 and 35 months of age who present to local health facilities with diarrhea. Shigella species (spp.) will be identified and serotyped from rectal swabs by conventional microbiologic methods and quantitative polymerase chain reaction. Shigella spp. isolates will undergo serotyping and antimicrobial susceptibility testing. Incorporating population and healthcare utilization estimates from contemporaneous household sampling in the catchment areas of enrollment facilities, we will estimate Shigella diarrhea incidence rates. Conclusions This multicountry surveillance network will provide key incidence data needed to design Shigella vaccine trials and strengthen readiness for potential trial implementation. Data collected in EFGH will inform policy makers about the relative importance of this vaccine-preventable disease, accelerating the time to vaccine availability and uptake among children in high-burden settings.
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Affiliation(s)
- Hannah E Atlas
- Department of Global Health, University of Washington, Seattle, Washington, USA
| | - Bakary Conteh
- Medical Research Council Unit The Gambia, London School of Hygiene and Tropical Medicine, Fajara, The Gambia
| | - Md Taufiqul Islam
- Infectious Diseases Division, International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | - Khuzwayo C Jere
- Malawi Liverpool Wellcome Programme, Blantyre, Malawi
- Department of Clinical Infection, Microbiology and Immunology, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, United Kingdom
- Department of Medical Laboratory Sciences, Kamuzu University of Health Sciences, School of Life Sciences and Health Professions, Blantyre, Malawi
| | - Richard Omore
- Centre for Global Health Research, Kenya Medical Research Institute, Kisumu, Kenya
| | - Doh Sanogo
- Centre pour le Développement des Vaccins du Mali, Bamako, Mali
| | - Francesca Schiaffino
- Faculty of Veterinary Medicine, Universidad Peruana Cayetano Heredia, Lima, Peru
- Division of Infectious Diseases and International Health University of Virginia, School of Medicine, Charlottesville, Virginia, USA
| | | | - Naveed Ahmed
- Department of Pediatrics and Child Health, The Aga Khan University, Karachi, Pakistan
| | - Alex O Awuor
- Centre for Global Health Research, Kenya Medical Research Institute, Kisumu, Kenya
| | - Henry Badji
- Medical Research Council Unit The Gambia, London School of Hygiene and Tropical Medicine, Fajara, The Gambia
| | - Jennifer Cornick
- Malawi Liverpool Wellcome Programme, Blantyre, Malawi
- Department of Clinical Infection, Microbiology and Immunology, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, United Kingdom
| | - Erika Feutz
- Department of Global Health, University of Washington, Seattle, Washington, USA
| | - Sean R Galagan
- Department of Global Health, University of Washington, Seattle, Washington, USA
| | | | - Bri’Anna Horne
- Center for Vaccine Development and Global Health, University of Maryland School of Medicine, Baltimore, Maryland, USA
- Department of Medicine, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Md Ismail Hossen
- Infectious Diseases Division, International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | - Aneeta Hotwani
- Department of Pediatrics and Child Health, The Aga Khan University, Karachi, Pakistan
| | - Eric R Houpt
- Division of Infectious Diseases and International Health University of Virginia, School of Medicine, Charlottesville, Virginia, USA
| | - Abdoulie F Jallow
- Medical Research Council Unit The Gambia, London School of Hygiene and Tropical Medicine, Fajara, The Gambia
| | - Mehrab Karim
- Medical Research Council Unit The Gambia, London School of Hygiene and Tropical Medicine, Fajara, The Gambia
| | | | - Youssouf Keita
- Centre pour le Développement des Vaccins du Mali, Bamako, Mali
| | - Farhana Khanam
- Infectious Diseases Division, International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | - Jie Liu
- School of Public Health, Qingdao University, Qingdao, China
| | | | - Alhagie Manneh
- Medical Research Council Unit The Gambia, London School of Hygiene and Tropical Medicine, Fajara, The Gambia
| | - Christine J McGrath
- Department of Global Health, University of Washington, Seattle, Washington, USA
| | - Dilruba Nasrin
- Center for Vaccine Development and Global Health, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | | | | | - Billy Ogwel
- Centre for Global Health Research, Kenya Medical Research Institute, Kisumu, Kenya
| | | | | | | | - James A Platts-Mills
- Division of Infectious Diseases and International Health University of Virginia, School of Medicine, Charlottesville, Virginia, USA
| | - Syed Qudrat-E-Khuda
- Infectious Diseases Division, International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | - Sonia Qureshi
- Department of Pediatrics and Child Health, The Aga Khan University, Karachi, Pakistan
| | - Md Nazmul Hasan Rajib
- Infectious Diseases Division, International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | | | - Shazia Sultana
- Department of Pediatrics and Child Health, The Aga Khan University, Karachi, Pakistan
| | - Sharon M Tennant
- Center for Vaccine Development and Global Health, University of Maryland School of Medicine, Baltimore, Maryland, USA
- Department of Medicine, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Kirkby D Tickell
- Department of Global Health, University of Washington, Seattle, Washington, USA
| | - Desiree Witte
- Malawi Liverpool Wellcome Programme, Blantyre, Malawi
- Department of Clinical Infection, Microbiology and Immunology, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, United Kingdom
| | - Pablo Peñataro Yori
- Division of Infectious Diseases and International Health University of Virginia, School of Medicine, Charlottesville, Virginia, USA
| | - Nigel A Cunliffe
- Department of Clinical Infection, Microbiology and Immunology, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, United Kingdom
| | - M Jahangir Hossain
- Medical Research Council Unit The Gambia, London School of Hygiene and Tropical Medicine, Fajara, The Gambia
| | - Margaret N Kosek
- Division of Infectious Diseases and International Health University of Virginia, School of Medicine, Charlottesville, Virginia, USA
| | - Karen L Kotloff
- Center for Vaccine Development and Global Health, University of Maryland School of Medicine, Baltimore, Maryland, USA
- Department of Medicine, University of Maryland School of Medicine, Baltimore, Maryland, USA
- Department of Pediatrics, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Firdausi Qadri
- Infectious Diseases Division, International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | - Farah Naz Qamar
- Department of Pediatrics and Child Health, The Aga Khan University, Karachi, Pakistan
| | - Milagritos D Tapia
- Center for Vaccine Development and Global Health, University of Maryland School of Medicine, Baltimore, Maryland, USA
- Department of Medicine, University of Maryland School of Medicine, Baltimore, Maryland, USA
- Department of Pediatrics, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Patricia B Pavlinac
- Department of Global Health, University of Washington, Seattle, Washington, USA
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7
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Baker KK, Simiyu S, Busienei P, Gutema FD, Okoth B, Agira J, Amondi CS, Ziraba A, Kapanka AG, Osinuga A, Ouma C, Sewell DK, Gaire S, Tumwebaze IK, Mberu B. Protocol for the PATHOME study: a cohort study on urban societal development and the ecology of enteric disease transmission among infants, domestic animals and the environment. BMJ Open 2023; 13:e076067. [PMID: 38000826 PMCID: PMC10680014 DOI: 10.1136/bmjopen-2023-076067] [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: 05/26/2023] [Accepted: 10/25/2023] [Indexed: 11/26/2023] Open
Abstract
INTRODUCTION Global morbidity from enteric infections and diarrhoea remains high in children in low-income and middle-income countries, despite significant investment over recent decades in health systems and water and sanitation infrastructure. Other types of societal development may be required to reduce disease burden. Ecological research on the influence of household and neighbourhood societal development on pathogen transmission dynamics between humans, animals and the environment could identify more effective strategies for preventing enteric infections. METHODS AND ANALYSIS The 'enteric pathome'-that is, the communities of viral, bacterial and parasitic pathogens transmitted from human and animal faeces through the environment is taxonomically complex in high burden settings. This integrated cohort-exposure assessment study leverages natural socioeconomic spectrums of development to study how pathome complexity is influenced by household and neighbourhood infrastructure and hygiene conditions. We are enrolling under 12-month-old children in low-income and middle-income neighbourhoods of two Kenyan cities (Nairobi and Kisumu) into a 'short-cohort' study involving repeat testing of child faeces for enteric pathogens. A mid-study exposure assessment documenting infrastructural, behavioural, spatial, climate, environmental and zoonotic factors characterises pathogen exposure pathways in household and neighbourhood settings. These data will be used to inform and validate statistical and agent-based models (ABM) that identify individual or combined intervention strategies for reducing multipathogen transmission between humans, animals and environment in urban Kenya. ETHICS AND DISSEMINATION The protocols for human subjects' research were approved by Institutional Review Boards at the University of Iowa (ID-202004606) and AMREF Health Africa (ID-ESRC P887/2020), and a national permit was obtained from the Kenya National Commission for Science Technology and Innovation (ID# P/21/8441). The study was registered on Clinicaltrials.gov (Identifier: NCT05322655) and is in pre-results stage. Protocols for research on animals were approved by the University of Iowa Animal Care and Use Committee (ID 0042302).
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Affiliation(s)
- Kelly K Baker
- Department of Occupational and Environmental Health, The University of Iowa College of Public Health, Iowa City, Iowa, USA
| | - Sheillah Simiyu
- Division of Population Dynamics and Urbanization, African Population and Health Research Center, Nairobi, Kenya
| | - Phylis Busienei
- Division of Population Dynamics and Urbanization, African Population and Health Research Center, Nairobi, Kenya
| | - Fanta D Gutema
- Department of Occupational and Environmental Health, The University of Iowa College of Public Health, Iowa City, Iowa, USA
| | - Bonphace Okoth
- Division of Population Dynamics and Urbanization, African Population and Health Research Center, Nairobi, Kenya
| | - John Agira
- Division of Population Dynamics and Urbanization, African Population and Health Research Center, Nairobi, Kenya
| | - Christine S Amondi
- Division of Population Dynamics and Urbanization, African Population and Health Research Center, Nairobi, Kenya
| | - Abdhalah Ziraba
- Division of Health and Wellbeing, African Population and Health Research Center, Nairobi, Kenya
| | - Alexis G Kapanka
- Department of Occupational and Environmental Health, The University of Iowa College of Public Health, Iowa City, Iowa, USA
| | - Abisola Osinuga
- Department of Occupational and Environmental Health, The University of Iowa College of Public Health, Iowa City, Iowa, USA
- The University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | | | - Daniel K Sewell
- Department of Biostatistics, The University of Iowa College of Public Health, Iowa City, Iowa, USA
| | - Sabin Gaire
- Department of Biostatistics, The University of Iowa College of Public Health, Iowa City, Iowa, USA
| | - Innocent K Tumwebaze
- Division of Population Dynamics and Urbanization, African Population and Health Research Center, Nairobi, Kenya
| | - Blessing Mberu
- Division of Population Dynamics and Urbanization, African Population and Health Research Center, Nairobi, Kenya
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Brennhofer SA, Platts-Mills JA, Lewnard JA, Liu J, Houpt ER, Rogawski McQuade ET. Burden of diarrhea and antibiotic use among children in low-resource settings preventable by Shigella vaccination: A simulation study. PLoS Med 2023; 20:e1004271. [PMID: 37992134 PMCID: PMC10707565 DOI: 10.1371/journal.pmed.1004271] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/29/2023] [Revised: 12/08/2023] [Accepted: 11/01/2023] [Indexed: 11/24/2023] Open
Abstract
BACKGROUND Shigella is a leading cause of diarrhea and dysentery in children in low-resource settings, which is frequently treated with antibiotics. The primary goal of a Shigella vaccine would be to reduce mortality and morbidity associated with Shigella diarrhea. However, ancillary benefits could include reducing antibiotic use and antibiotic exposures for bystander pathogens carried at the time of treatment, specifically for fluoroquinolones and macrolides (F/M), which are the recommended drug classes to treat dysentery. The aim of the study was to quantify the reduction in Shigella attributable diarrhea, all diarrhea, and antibiotic use in the first 2 years of life that could be prevented by a Shigella vaccine. METHODS AND FINDINGS We used data from the Etiology, Risk Factors, and Interactions of Enteric Infections and Malnutrition and the Consequences for Child Health and Development (MAL-ED) study, a birth cohort study that followed 1,715 children with twice weekly surveillance for enteric infections, illnesses, and antibiotic use for the first 2 years of life from November 2009 to February 2014 at 8 sites. We estimated the impact of 2 one-dose (6 or 9 months) and 3 two-dose (6 and 9 months, 9 and 12 months, and 12 and 15 months) Shigella vaccines on diarrheal episodes, overall antibiotic use, and F/M use. Further, we considered additional protection through indirect and boosting effects. We used Monte Carlo simulations to estimate the absolute and relative reductions in the incidence of diarrhea and antibiotic use comparing each vaccination scenario to no vaccination. We analyzed 9,392 diarrhea episodes and 15,697 antibiotic courses among 1,715 children in the MAL-ED birth cohort study. There were 273.8 diarrhea episodes, 30.6 shigellosis episodes, and 457.6 antibiotic courses per 100 child-years. A Shigella vaccine with a mean vaccine efficacy of 60% against severe disease given at 9 and 12 months prevented 10.6 (95% CI [9.5, 11.5]) Shigella diarrhea episodes of any severity per 100 child-years (relative 34.5% reduction), 3.0 (95% CI [2.5, 3.5]) F/M courses for Shigella treatment per 100 child-years (relative 35.8% reduction), and 5.6 (95% CI [5.0, 6.3]) antibiotic courses of any drug class for Shigella treatment per 100 child-years (relative 34.5% reduction). This translated to a relative 3.8% reduction in all diarrhea, a relative 2.8% reduction in all F/M courses, a relative 3.1% reduction in F/M exposures to bystander pathogens, and a relative 0.9% reduction in all antibiotic courses. These results reflect Shigella incidence and antibiotic use patterns at the 8 MAL-ED sites and may not be generalizable to all low-resource settings. CONCLUSIONS Our simulation results suggest that a Shigella vaccine meeting WHO targets for efficacy could prevent about a third of Shigella diarrhea episodes, antibiotic use to treat shigellosis, and bystander exposures due to shigellosis treatment. However, the reductions in overall diarrhea episodes and antibiotic use are expected to be modest (<5%).
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Affiliation(s)
- Stephanie A. Brennhofer
- Division of Infectious Diseases & International Health, University of Virginia, Charlottesville, Virginia, United States of America
| | - James A. Platts-Mills
- Division of Infectious Diseases & International Health, University of Virginia, Charlottesville, Virginia, United States of America
| | - Joseph A. Lewnard
- Division of Epidemiology, School of Public Health, University of California, Berkeley, California, United States of America
| | - Jie Liu
- School of Public Health, Qingdao University, Qingdao, Shandong, People’s Republic of China
| | - Eric R. Houpt
- Division of Infectious Diseases & International Health, University of Virginia, Charlottesville, Virginia, United States of America
| | - Elizabeth T. Rogawski McQuade
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, Georgia, United States of America
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Scharf RJ, McQuade ETR, Svensen E, Huggins A, Maphula A, Bayo E, Blacy L, Pamplona E. de Souza P, Costa H, Houpt ER, Bessong PO, Mduma E, Lima AAM, Guerrant RL. Early-Life Enteric Pathogen Exposure, Socioeconomic Status, and School-Age Cognitive Outcomes. Am J Trop Med Hyg 2023; 109:436-442. [PMID: 37536666 PMCID: PMC10397442 DOI: 10.4269/ajtmh.22-0584] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2022] [Accepted: 04/05/2023] [Indexed: 08/05/2023] Open
Abstract
Early-life experiences of enteric infections and diarrheal illness are common in low-resource settings and are hypothesized to affect child development. However, longer-term associations of enteric infections with school-age cognitive outcomes are difficult to estimate due to lack of long-term studies. The objective of this study was to examine the relationship between enteropathogen exposure in the first 2 years of life with school-age cognitive skills in a cohort of children followed from birth until 6 to 8 years in low-resource settings in Brazil, Tanzania, and South Africa. The study included participants from three sites from the Etiology, Risk Factors, and Interactions of Enteric Infections and Malnutrition and the Consequences for Child Health Study who were enrolled just after birth and followed for enteric infections, diarrheal illness, and cognitive development until 2 years of age. When the children were school-age, further data were collected on reasoning skills and semantic/phonemic fluency. We estimated associations between the burden of specific enteric pathogens and etiology-specific diarrhea from 0 to 2 years with cognitive test scores at 6 to 8 years using linear regression and adjusting for confounding variables. In this study, children who carried more enteric pathogens in the first 2 years of life showed overall decreases in school-age cognitive abilities, particularly children who carried protozoa, although this was not statistically significant in this sample. Socioeconomic factors such as maternal education and income were more closely associated with school-age cognitive abilities. Early-life enteric pathogens may have a small, lasting influence on school-age cognitive outcomes, although other socioeconomic factors likely contribute more significantly.
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Affiliation(s)
- Rebecca J. Scharf
- Department of Pediatrics, Neurology and Public Health, University of Virginia, Charlottesville, Virginia
| | | | - Erling Svensen
- Department of Organizational Psychology, Haukeland University Hospital, Bergen, Norway
| | - Amber Huggins
- Department of Public Health, University of Virginia, Charlottesville, Virginia
| | - Angelina Maphula
- Department of Psychology, University of Venda, Thohoyandou, South Africa
| | | | | | | | - Hilda Costa
- Department of Psychology, Federal University of Ceará, Fortaleza, Brazil
| | - Eric R. Houpt
- Department of Medicine, University of Virginia, Charlottesville, Virginia
| | - Pascal O. Bessong
- Department of Microbiology, Federal University of Ceará, Fortaleza, Brazil
| | | | - Aldo A. M. Lima
- Department of Microbiology, Federal University of Ceará, Fortaleza, Brazil
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10
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Libby TE, Delawalla MLM, Al-Shimari F, MacLennan CA, Vannice KS, Pavlinac PB. Consequences of Shigella infection in young children: a systematic review. Int J Infect Dis 2023; 129:78-95. [PMID: 36736579 PMCID: PMC10017352 DOI: 10.1016/j.ijid.2023.01.034] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2022] [Revised: 01/07/2023] [Accepted: 01/24/2023] [Indexed: 02/02/2023] Open
Abstract
OBJECTIVES We conducted a systematic review of the longitudinal consequences of Shigella infection in children to inform the value proposition for an effective vaccine. METHODS We searched PubMed and Embase for studies published from January 01, 1980 to December 12, 2022 and conducted in low- and middle-income countries that included longitudinal follow-up after Shigella detection among children aged <5 years, irrespective of language. We collected data on all outcomes subsequent to Shigella detection, except mortality. RESULTS Of 2627 papers identified, 52 met inclusion criteria. The median sample size of children aged <5 years was 66 (range 5-2172). Data were collected in 20 countries; 56% (n = 29) of the publications included Bangladesh. The most common outcomes related to diarrhea (n = 20), linear growth (n = 14), and the mean total cost of a Shigella episode (n = 4; range: $ 6.22-31.10). Among children with Shigella diarrhea, 2.9-61.1% developed persistent diarrhea (≥14 days); the persistence was significantly more likely among children who were malnourished, had bloody stool, or had multidrug-resistant Shigella. Cumulative Shigella infections over the first 2 years of life contributed to the greatest loss in length-for-age z-score. CONCLUSION We identified evidence that Shigella is associated with persistent diarrhea, linear growth faltering, and economic impact to the family.
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Affiliation(s)
- Tanya E Libby
- Department of Epidemiology, University of Washington, Seattle, Washington, USA.
| | | | - Fatima Al-Shimari
- Department of Global Health, University of Washington, Seattle, Washington, USA
| | | | | | - Patricia B Pavlinac
- Department of Global Health, University of Washington, Seattle, Washington, USA
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11
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Oriá RB, Freitas RS, Roque CR, Nascimento JCR, Silva AP, Malva JO, Guerrant RL, Vitek MP. ApoE Mimetic Peptides to Improve the Vicious Cycle of Malnutrition and Enteric Infections by Targeting the Intestinal and Blood-Brain Barriers. Pharmaceutics 2023; 15:pharmaceutics15041086. [PMID: 37111572 PMCID: PMC10141726 DOI: 10.3390/pharmaceutics15041086] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2023] [Revised: 03/21/2023] [Accepted: 03/24/2023] [Indexed: 03/30/2023] Open
Abstract
Apolipoprotein E (apoE) mimetic peptides are engineered fragments of the native apoE protein’s LDL-receptor binding site that improve the outcomes following a brain injury and intestinal inflammation in a variety of models. The vicious cycle of enteric infections and malnutrition is closely related to environmental-driven enteric dysfunction early in life, and such chronic inflammatory conditions may blunt the developmental trajectories of children with worrisome and often irreversible physical and cognitive faltering. This window of time for microbiota maturation and brain plasticity is key to protecting cognitive domains, brain health, and achieving optimal/full developmental potential. This review summarizes the potential role of promising apoE mimetic peptides to improve the function of the gut-brain axis, including targeting the blood-brain barrier in children afflicted with malnutrition and enteric infections.
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Affiliation(s)
- Reinaldo B. Oriá
- Laboratory of Tissue Healing, Ontogeny and Nutrition, Department of Morphology, School of Medicine, Institute of Biomedicine, Federal University of Ceara, Fortaleza 60430-270, Brazil
- Correspondence: ; Tel.: +55-85-3366-8239
| | - Raul S. Freitas
- Laboratory of Tissue Healing, Ontogeny and Nutrition, Department of Morphology, School of Medicine, Institute of Biomedicine, Federal University of Ceara, Fortaleza 60430-270, Brazil
| | - Cássia R. Roque
- Laboratory of Tissue Healing, Ontogeny and Nutrition, Department of Morphology, School of Medicine, Institute of Biomedicine, Federal University of Ceara, Fortaleza 60430-270, Brazil
| | - José Carlos R. Nascimento
- Laboratory of Tissue Healing, Ontogeny and Nutrition, Department of Morphology, School of Medicine, Institute of Biomedicine, Federal University of Ceara, Fortaleza 60430-270, Brazil
- Institute of Health Sciences, Medicine, University of International Integration of Afro-Brazilian Lusofonia, Redenção 62790-970, Brazil
| | - Ana Paula Silva
- Institute of Pharmacology and Experimental Therapeutics and Institute for Clinical and Biomedical Research (iCBR), Faculty of Medicine and Center for Innovative Biomedicine and Biotechnology (CIBB), University of Coimbra, 3000-548 Coimbra, Portugal
| | - João O. Malva
- Institute of Pharmacology and Experimental Therapeutics and Institute for Clinical and Biomedical Research (iCBR), Faculty of Medicine and Center for Innovative Biomedicine and Biotechnology (CIBB), University of Coimbra, 3000-548 Coimbra, Portugal
| | - Richard L. Guerrant
- Division of Infectious Diseases and International Health, Department of Medicine, School of Medicine, University of Virginia, Charlottesville, VA 22908, USA
| | - Michael P. Vitek
- Division of Neurology, Duke University Medical Center, Durham, NC 27710, USA
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12
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Osman M, Kassem II, Dabboussi F, Cummings KJ, Hamze M. The indelible toll of enteric pathogens: Prevalence, clinical characterization, and seasonal trends in patients with acute community-acquired diarrhea in disenfranchised communities. PLoS One 2023; 18:e0282844. [PMID: 36913372 PMCID: PMC10010529 DOI: 10.1371/journal.pone.0282844] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2022] [Accepted: 02/23/2023] [Indexed: 03/14/2023] Open
Abstract
BACKGROUND There is little information on the epidemiology of enteric pathogens in Lebanon, a low- and middle-income country that suffers from a myriad of public health challenges. To address this knowledge gap, we aimed to assess the prevalence of enteric pathogens, identify risk factors and seasonal variations, and describe associations between pathogens among diarrheic patients in the Lebanese community. METHODOLOGY AND PRINCIPAL FINDINGS A multicenter cross-sectional community-based study was conducted in the north of Lebanon. Stool samples were collected from 360 outpatients suffering from acute diarrhea. Based on fecal examination using the BioFire® FilmArray® Gastrointestinal Panel assay, the overall prevalence of enteric infections was 86.1%. Enteroaggregative Escherichia coli (EAEC) was the most frequently identified (41.7%), followed by enteropathogenic E. coli (EPEC) (40.8%) and rotavirus A (27.5%). Notably, two cases of Vibrio cholerae were identified, while Cryptosporidium spp. (6.9%) was the most common parasitic agent. Overall, 27.7% (86/310) of the cases were single infections, and the majority, 73.3% (224/310), were mixed infections. Multivariable logistic regression models showed that enterotoxigenic E. coli (ETEC) and rotavirus A infections were significantly more likely to occur in the fall and winter compared to the summer. Rotavirus A infections significantly decreased with age but increased in patients living in rural areas or suffering from vomiting. We identified strong associations in the co-occurrence of EAEC, EPEC, and ETEC infections and a higher percentage of rotavirus A and norovirus GI/GII infections among EAEC-positive cases. CONCLUSIONS Several of the enteric pathogens reported in this study are not routinely tested in Lebanese clinical laboratories. However, anecdotal evidence suggests that diarrheal diseases are on the rise due to widespread pollution and the deterioration of the economy. Therefore, this study is of paramount importance to identify circulating etiologic agents and prioritize dwindling resources to control them and limit outbreaks in the future.
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Affiliation(s)
- Marwan Osman
- Cornell Atkinson Center for Sustainability, Cornell University, Ithaca, NY, United States of America
- Department of Public and Ecosystem Health, College of Veterinary Medicine, Cornell University, Ithaca, NY, United States of America
| | - Issmat I. Kassem
- Center for Food Safety and Department of Food Science and Technology, University of Georgia, Griffin, GA, United States of America
| | - Fouad Dabboussi
- Laboratoire Microbiologie Santé et Environnement (LMSE), Doctoral School of Sciences and Technology, Faculty of Public Health, Lebanese University, Tripoli, Lebanon
| | - Kevin J. Cummings
- Department of Public and Ecosystem Health, College of Veterinary Medicine, Cornell University, Ithaca, NY, United States of America
| | - Monzer Hamze
- Laboratoire Microbiologie Santé et Environnement (LMSE), Doctoral School of Sciences and Technology, Faculty of Public Health, Lebanese University, Tripoli, Lebanon
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