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Pesu H, Mbabazi J, Mutumba R, Savolainen O, Olsen MF, Mølgaard C, Michaelsen KF, Ritz C, Filteau S, Briend A, Mupere E, Friis H, Grenov B. Correlates of Plasma Citrulline, a Potential Marker of Enterocyte Mass, among Children with Stunting: A Cross-Sectional Study in Uganda. J Nutr 2024; 154:765-776. [PMID: 38135004 DOI: 10.1016/j.tjnut.2023.12.027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2023] [Revised: 12/11/2023] [Accepted: 12/18/2023] [Indexed: 12/24/2023] Open
Abstract
BACKGROUND Environmental enteric dysfunction (EED) is associated with stunting. Citrulline, produced in mature enterocytes, may be a valuable biomarker of small intestinal enterocyte mass in the context of EED. OBJECTIVES We aimed to explore the correlates of plasma citrulline (p-cit) in children with stunting. METHODS In a cross-sectional study using baseline data from the community-based MAGNUS (milk affecting growth, cognition and the gut in child stunting) trial (ISRCTN13093195), we explored potential correlates of p-cit in Ugandan children with stunting aged 12-59 mo. Using linear regression in univariate and multivariate models, we explored associations with socioeconomics, diet, micronutrient status, and water, sanitation, and hygiene characteristics. The influence of covariates age, fasting, and systemic inflammation were also explored. RESULTS In 750 children, the mean ± standard deviation age was 32.0 ± 11.7 mo, and height-for-age z-score was -3.02 ± 0.74. P-cit, available for 730 children, differed according to time fasted and was 20.7 ± 8.9, 22.3 ± 10.6 and 24.2 ± 13.1 μmol/L if fasted <2, 2-5 and >5 h, respectively. Positive correlates of p-cit were age [0.07; 95% confidence interval (CI): 0.001, 0.15 μmol/L] and log10 serum insulin-like growth factor-1 (8.88; 95% CI: 5.09, 12.67 μmol/L). With adjustment for systemic inflammation, the association with serum insulin-like growth factor-1 reduced (4.98; 95% CI: 0.94, 9.03 μmol/L). Negative correlates of p-cit included food insecurity, wet season (-3.12; 95% CI: -4.97, -1.26 μmol/L), serum C-reactive protein (-0.15; 95% CI: -0.20, -0.10 μmol/L), serum α1-acid glycoprotein (-5.34; 95% CI: -6.98, -3.70 μmol/L) and anemia (-1.95; 95% CI: -3.72, -0.18 μmol/L). Among the negatively correlated water, sanitation, and hygiene characteristics was lack of soap for handwashing (-2.53; 95% CI: -4.82, -0.25 μmol/L). Many associations attenuated with adjustment for inflammation. CONCLUSIONS Many of the correlates of p-cit are characteristic of populations with a high EED prevalence. Systemic inflammation is strongly associated with p-cit and is implicated in EED and stunting. Adjustment for systemic inflammation attenuates many associations, reflecting either confounding, mediation, or both. This study highlights the complex interplay between p-cit and systemic inflammation.
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Affiliation(s)
- Hannah Pesu
- Department of Nutrition, Exercise, and Sports, University of Copenhagen, Copenhagen, Denmark
| | - Joseph Mbabazi
- Department of Nutrition, Exercise, and Sports, University of Copenhagen, Copenhagen, Denmark; Department of Paediatrics and Child Health, School of Medicine College of Health Sciences, Makerere University, Kampala, Uganda
| | - Rolland Mutumba
- Department of Nutrition, Exercise, and Sports, University of Copenhagen, Copenhagen, Denmark; Department of Paediatrics and Child Health, School of Medicine College of Health Sciences, Makerere University, Kampala, Uganda
| | - Otto Savolainen
- Department of Biology and Biological Engineering, Chalmers University of Technology, Gothenburg, Sweden; Faculty of Health Sciences, Institute of Public Health and Clinical Nutrition, University of Eastern Finland, Kuopio, Finland
| | - Mette F Olsen
- Department of Nutrition, Exercise, and Sports, University of Copenhagen, Copenhagen, Denmark; Department of Infectious Diseases, Rigshospitalet, Copenhagen, Denmark
| | - Christian Mølgaard
- Department of Nutrition, Exercise, and Sports, University of Copenhagen, Copenhagen, Denmark
| | - Kim F Michaelsen
- Department of Nutrition, Exercise, and Sports, University of Copenhagen, Copenhagen, Denmark
| | - Christian Ritz
- National Institute of Public Health, University of Southern Denmark, Copenhagen, Denmark
| | - Suzanne Filteau
- Department of Population Health, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - André Briend
- Department of Nutrition, Exercise, and Sports, University of Copenhagen, Copenhagen, Denmark; Tampere Centre for Child Health Research, Tampere University, Tampere, Finland
| | - Ezekiel Mupere
- Department of Paediatrics and Child Health, School of Medicine College of Health Sciences, Makerere University, Kampala, Uganda
| | - Henrik Friis
- Department of Nutrition, Exercise, and Sports, University of Copenhagen, Copenhagen, Denmark
| | - Benedikte Grenov
- Department of Nutrition, Exercise, and Sports, University of Copenhagen, Copenhagen, Denmark.
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Batool M, Saleem J, Zakar R, Butt MS, Iqbal S, Haider S, Fischer F. Relationship of stunting with water, sanitation, and hygiene (WASH) practices among children under the age of five: a cross-sectional study in Southern Punjab, Pakistan. BMC Public Health 2023; 23:2153. [PMID: 37924076 PMCID: PMC10625272 DOI: 10.1186/s12889-023-17135-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2022] [Accepted: 11/02/2023] [Indexed: 11/06/2023] Open
Abstract
BACKGROUND Reasons for undernutrition are food insufficiency, impaired child care, limited access to healthcare, and maternal lack of health literacy. In addition, there are several environmental factors, such as drinking water quality, poor sanitation, and hygienic practices that can lead to poor nutritional status in children. The present study aimed to compare household-associated risk factors, including water, sanitation, and hygiene (WASH) practices of mothers, with children's stunting under the age of five. METHODS A face-to-face cross-sectional survey was conducted with mothers of children under the age of five in the Dera Ghazi Khan district in southern Punjab, Pakistan. World Health Organization criteria for stunting were used to identify the participants. A sociodemographic questionnaire was used to collect information from consented parents/guardians on children's age, feeding, and WASH practices. Pearson's chi-square, simple regression, and hierarchical regression models were applied for data analysis. RESULTS A total of 204 mothers of children of both genders participated in this study. The children's mean (SD) age was 15.67 (± 10.2) months, their weight was 5.44 (± 1.45) kg, their height was 67.69 (± 10.05), and their mid-upper arm circumference was 9.75 (± 1.30) cm. Children's stunting was mild (z-score > -2) at 17.6%, moderate (z-score - 2 to -3) at 16.7%, and severe (z-score < -3) at 65.7% of participants. A simple regression model showed a strong association, r2 = 0.062, p = 0.013, with age as the most significant sociodemographic factor. The hierarchical regression model showed a combined value of r2 = 0.0128, p = 0.027, with hand pump and tank water as the significant source of drinking water that was related to stunting among children. CONCLUSION Stunting can be associated with several risk factors, including WASH parameters. This study concluded that children aged under five years are susceptible to stunting in southern Punjab, Pakistan. The contamination of hand pumps and tank water resources was found to be the major contributing factor to stunting.
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Affiliation(s)
- Munazza Batool
- Department of Public Health, University of the Punjab, Lahore, Pakistan
| | - Javeria Saleem
- Department of Public Health, University of the Punjab, Lahore, Pakistan
| | - Rubeena Zakar
- Department of Public Health, University of the Punjab, Lahore, Pakistan
| | | | - Sanaullah Iqbal
- Department of Food Science and Human Nutrition, University of Veterinary and Animal Sciences, Lahore, Pakistan
| | - Shahroz Haider
- Bakhtawar Amin Medical and Dental College Multan, Multan, Pakistan
| | - Florian Fischer
- Institute of Public Health, Charité - Universitätsmedizin Berlin, Berlin, Germany.
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Wen B, Farooqui A, Bourdon C, Tarafdar N, Ngari M, Chimwezi E, Thitiri J, Mwalekwa L, Walson JL, Voskuijl W, Berkley JA, Bandsma RHJ. Intestinal disturbances associated with mortality of children with complicated severe malnutrition. COMMUNICATIONS MEDICINE 2023; 3:128. [PMID: 37773543 PMCID: PMC10541881 DOI: 10.1038/s43856-023-00355-0] [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: 11/23/2022] [Accepted: 09/11/2023] [Indexed: 10/01/2023] Open
Abstract
BACKGROUND Children admitted to hospital with complicated severe malnutrition (CSM) have high mortality despite compliance with standard WHO management guidelines. Limited data suggests a relationship between intestinal dysfunction and poor prognosis in CSM, but this has not been explicitly studied. This study aimed to evaluate the role of intestinal disturbances in CSM mortality. METHODS A case-control study nested within a randomized control trial was conducted among children hospitalized with CSM in Kenya and Malawi. Children who died (cases, n = 68) were compared with those who were discharged, propensity matched to the cases on age, HIV and nutritional status (controls, n = 68) on fecal metabolomics that targeted about 70 commonly measured metabolites, and enteropathy markers: fecal myeloperoxidase (MPO), fecal calprotectin, and circulating intestinal fatty acid binding protein (I-FABP). RESULTS The fecal metabolomes of cases show specific reductions in amino acids, monosaccharides, and microbial fermentation products, when compared to controls. SCFA levels did not differ between groups. The overall fecal metabolomics signature moderately differentiates cases from controls (AUC = 0.72). Enteropathy markers do not differ between groups overall, although serum I-FABP is elevated in cases in a sensitivity analysis among non-edematous children. Integrative analysis with systemic data suggests an indirect role of intestinal inflammation in the causal path of mortality. CONCLUSIONS Intestinal disturbances appear to have an indirect association with acute mortality. Findings of the study improve our understanding of pathophysiological pathways underlying mortality of children with CSM.
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Affiliation(s)
- Bijun Wen
- Department of Nutritional Sciences, Faculty of Medicine, University of Toronto, Toronto, Canada
- Department of Translational medicine, Hospital for Sick Children, Toronto, Canada
| | - Amber Farooqui
- Department of Translational medicine, Hospital for Sick Children, Toronto, Canada
| | - Celine Bourdon
- Department of Translational medicine, Hospital for Sick Children, Toronto, Canada
- The Childhood Acute Illness & Nutrition Network, Nairobi, Kenya
| | - Nawar Tarafdar
- Department of Translational medicine, Hospital for Sick Children, Toronto, Canada
| | - Moses Ngari
- The Childhood Acute Illness & Nutrition Network, Nairobi, Kenya
- KEMRI/Wellcome Trust Research Programme, Kilifi, Kenya
| | | | - Johnstone Thitiri
- The Childhood Acute Illness & Nutrition Network, Nairobi, Kenya
- KEMRI/Wellcome Trust Research Programme, Kilifi, Kenya
| | - Laura Mwalekwa
- KEMRI/Wellcome Trust Research Programme, Kilifi, Kenya
- Department of Paediatrics, Coast General Hospital, Mombasa, Kenya
| | - Judd L Walson
- The Childhood Acute Illness & Nutrition Network, Nairobi, Kenya
- Departments of Global Health, Medicine, Pediatrics and Epidemiology, University of Washington, Seattle, WA, USA
| | - Wieger Voskuijl
- The Childhood Acute Illness & Nutrition Network, Nairobi, Kenya
- Amsterdam Institute for Global Health and Development, Department of Global Health, Amsterdam University Medical Centres, Amsterdam, The Netherlands
- Department of Paediatrics and Child Health, Kamuzu University of Health Sciences (formerly College of Medicine), Blantyre, Malawi
| | - James A Berkley
- The Childhood Acute Illness & Nutrition Network, Nairobi, Kenya
- KEMRI/Wellcome Trust Research Programme, Kilifi, Kenya
- Centre for Tropical Medicine & Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom
| | - Robert H J Bandsma
- Department of Nutritional Sciences, Faculty of Medicine, University of Toronto, Toronto, Canada.
- Department of Translational medicine, Hospital for Sick Children, Toronto, Canada.
- The Childhood Acute Illness & Nutrition Network, Nairobi, Kenya.
- Department of Biomedical Sciences, Kamuzu University of Health Sciences (formerly College of Medicine), Blantyre, Malawi.
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Bagamian KH, Anderson IV JD, Blohm G, Scheele S. Shigella and childhood stunting: Evidence, gaps, and future research directions. PLoS Negl Trop Dis 2023; 17:e0011475. [PMID: 37699032 PMCID: PMC10497124 DOI: 10.1371/journal.pntd.0011475] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/14/2023] Open
Abstract
Early childhood growth deficits have been shown to have lifelong health and economic impacts, yet their connection to one of their underlying causes, diarrheal diseases, has remained difficult to characterize. Identifying the processes and mechanisms that underlie this link has remained a challenge due to the complexity of the relationship and limitations in access to more advanced laboratory methods. In recent years, however, several large-scale, multisite studies have extensively investigated and reported the prevalence, etiology, and impacts of diarrheal diseases in children under 5 years (CU5) in low- to middle-income countries (LMICs). These studies, in combination with several single-site studies, have applied more advanced laboratory methods to uncover the etiology, true prevalence, infection mechanisms, and inflammation biomarkers of diarrheal disease. Of the multiple pathogens that have been shown to be strongly associated with diarrheal disease in CU5, Shigella is one of the more prevalent and impactful of these pathogens. In this narrative review, we highlight key insights from these studies and identify knowledge gaps and directions for future research. According to these studies, Shigella is most commonly detected in toddlers and young children; however, it can cause more severe disease and has a greater impact on linear growth for infants. Shigella often has a stronger relationship to linear growth faltering (LGF) than other enteropathogens, with higher Shigella loads resulting in greater growth deficits. Future studies should employ more Shigella-specific molecular assays and identify diarrheal etiologies using standardized diagnostics to improve child anthropometric and Shigella surveillance. Also, they should focus on uncovering the mechanisms of the relationship underlying Shigella and growth faltering to better characterize the role of asymptomatic infections and intestinal inflammation in this relationship.
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Affiliation(s)
- Karoun H. Bagamian
- Bagamian Scientific Consulting, LLC, Gainesville, Florida, United States of America
- Department of Environmental and Global Health, University of Florida, Gainesville, Florida, United States of America
| | - John D. Anderson IV
- Bagamian Scientific Consulting, LLC, Gainesville, Florida, United States of America
- Health Affairs Institute, West Virginia University, Morgantown, West Virginia, United States of America
| | - Gabriela Blohm
- Bagamian Scientific Consulting, LLC, Gainesville, Florida, United States of America
| | - Suzanne Scheele
- Center for Vaccine Innovation and Access, Washington, District of Columbia, United States of America
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Espira LM, Lee GO, Baye K, Jones AD, Love NG, Eisenberg JNS. Stool biomarkers as measures of enteric pathogen infection in infants from Addis Ababa informal settlements. PLoS Negl Trop Dis 2023; 17:e0011112. [PMID: 36809375 PMCID: PMC9983878 DOI: 10.1371/journal.pntd.0011112] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Revised: 03/03/2023] [Accepted: 01/19/2023] [Indexed: 02/23/2023] Open
Abstract
Frequent enteric infections in children may be an important cause of growth faltering; however, we do not fully understand the mechanisms by which pathogen infections and the physiological responses to these infections result in poorer growth. Commonly used protein fecal biomarkers (anti-alpha trypsin, neopterin, and myeloperoxidase) provide broad immunological information on an inflammatory response; however, they do not provide information on non-immune processes (e.g., gut integrity) that may be important indicators of chronic end states such as environmental enteric dysfunction (EED). To explore how additional biomarkers will better inform which physiological pathways (both immune and non-immune) are impacted by pathogen exposure we added to the traditional panel of 3 protein fecal biomarkers 4 novel fecal mRNA transcript biomarkers (sucrase isomaltase, caudal homeobox 1, S100A8, and mucin 12) and analyzed stool samples from infants living in informal settlements in Addis Ababa, Ethiopia. To test how this expanded biomarker panel captures distinct pathogen exposure processes we used two different scoring systems. First, we used a theory-based approach to assign each biomarker to specific physiological attributes based on prior understanding of each biomarker. Second, we used data reduction methods to categorize biomarkers and then assign physiological attributes to those categories. We used linear models to examine the association between the derived biomarker scores (based on mRNA and protein levels) and stool pathogen gene counts to determine pathogen specific effects on gut physiology and immune responses. Inflammation scores were positively associated with Shigella and enteropathogenic E.Coli (EPEC) infection, while gut integrity scores were negatively associated with Shigella, EPEC and, shigatoxigenic E.coli (STEC) infection. Our expanded panel of biomarkers hold promise as tools to measure systemic outcomes of enteric pathogen infection. mRNA biomarkers complement established protein biomarkers by providing important cell-specific physiological and immunological consequences of pathogen carriage that can lead to chronic end states such as EED.
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Affiliation(s)
- Leon M. Espira
- Department of Epidemiology, University of Michigan School of Public Health, Ann Arbor, Michigan, United States of America
| | - Gwenyth O. Lee
- Department of Epidemiology, University of Michigan School of Public Health, Ann Arbor, Michigan, United States of America
- Rutgers Global Health Institute & Department of Biostatistics and Epidemiology School of Public Health Rutgers, The State University of New Jersey, New Brunswick, New Jersey, United States of America
| | - Kaleab Baye
- Center for Food Science and Nutrition, College of Natural and Computational Sciences, Addis Ababa University, Addis Ababa, Ethiopia
| | - Andrew D. Jones
- Department of Nutritional Sciences, University of Michigan School of Public Health, Ann Arbor, Michigan, United States of America
| | - Nancy G. Love
- Department of Civil and Environmental Engineering, University of Michigan, Ann Arbor, Michigan, United States of America
| | - Joseph N. S. Eisenberg
- Department of Epidemiology, University of Michigan School of Public Health, Ann Arbor, Michigan, United States of America
- * E-mail:
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Vonaesch P, Winkel M, Kapel N, Nestoret A, Barbot-Trystram L, Pontoizeau C, Barouki R, Rakotondrainipiana M, Kandou K, Andriamanantena Z, Andrianonimiadana L, Habib A, Rodriguez-Pozo A, Hasan M, Vigan-Womas I, Collard JM, Gody JC, Djorie S, Sansonetti PJ, Randremanana RV. Putative Biomarkers of Environmental Enteric Disease Fail to Correlate in a Cross-Sectional Study in Two Study Sites in Sub-Saharan Africa. Nutrients 2022; 14:nu14163312. [PMID: 36014817 PMCID: PMC9412633 DOI: 10.3390/nu14163312] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2022] [Revised: 08/07/2022] [Accepted: 08/10/2022] [Indexed: 11/30/2022] Open
Abstract
Environmental enteric dysfunction (EED) is an elusive, inflammatory syndrome of the small intestine thought to be associated with enterocyte loss and gut leakiness and lead to stunted child growth. To date, the gold standard for diagnosis is small intestine biopsy followed by histology. Several putative biomarkers for EED have been proposed and are widely used in the field. Here, we assessed in a cross-sectional study of children aged 2–5 years for a large set of biomarkers including markers of protein exudation (duodenal and fecal alpha-1-antitrypsin (AAT)), inflammation (duodenal and fecal calprotectin, duodenal, fecal and blood immunoglobulins, blood cytokines, C-reactive protein (CRP)), gut permeability (endocab, lactulose-mannitol ratio), enterocyte mass (citrulline) and general nutritional status (branched-chain amino acids (BCAA), insulin-like growth factor) in a group of 804 children in two Sub-Saharan countries. We correlated these markers with each other and with anemia in stunted and non-stunted children. AAT and calprotectin, CRP and citrulline and citrulline and BCAA correlated with each other. Furthermore, BCAA, citrulline, ferritin, fecal calprotectin and CRP levels were correlated with hemoglobin levels. Our results show that while several of the biomarkers are associated with anemia, there is little correlation between the different biomarkers. Better biomarkers and a better definition of EED are thus urgently needed.
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Affiliation(s)
- Pascale Vonaesch
- Unité de Pathogénie Microbienne, Institut Pasteur, 25-28 Rue du Dr Roux, 75015 Paris, France
- Department of Fundamental Microbiology, University of Lausanne, Campus UNIL-Sorge, 1015 Lausanne, Switzerland
- Human and Animal Health Unit, Swiss Tropical and Public Health Institute & University of Basel, Kreuzstrasse 2, 4123 Allschwil, Switzerland
- Correspondence:
| | - Munir Winkel
- Department of Fundamental Microbiology, University of Lausanne, Campus UNIL-Sorge, 1015 Lausanne, Switzerland
| | - Nathalie Kapel
- Service de Coprologie Fonctionnelle, Hôpital Pitié-Salpétrière, Assistance Publique-Hôpitaux de Paris, 47-83 boulevard de l’Hôpital, 75013 Paris, France
| | - Alison Nestoret
- Service de Coprologie Fonctionnelle, Hôpital Pitié-Salpétrière, Assistance Publique-Hôpitaux de Paris, 47-83 boulevard de l’Hôpital, 75013 Paris, France
| | - Laurence Barbot-Trystram
- Service de Coprologie Fonctionnelle, Hôpital Pitié-Salpétrière, Assistance Publique-Hôpitaux de Paris, 47-83 boulevard de l’Hôpital, 75013 Paris, France
| | - Clément Pontoizeau
- Laboratoire de biochimie métabolique, Hôpital Necker Enfants Malades, Assistance Publique-Hôpitaux de Paris, 149 Rue de Sèvres, 75015 Paris, France
| | - Robert Barouki
- Laboratoire de biochimie métabolique, Hôpital Necker Enfants Malades, Assistance Publique-Hôpitaux de Paris, 149 Rue de Sèvres, 75015 Paris, France
| | - Maheninasy Rakotondrainipiana
- Unité d’Epidémiologie et de Recherche Clinique, Institut Pasteur de Madagascar, BP 1274, Antananarivo 101, Madagascar
| | - Kaleb Kandou
- Unité d’Epidémiologie, Institut Pasteur de Bangui, Bangui BP 923, Central African Republic
| | - Zo Andriamanantena
- Unité d’Immunologie des Maladies Infectieuses, Institut Pasteur de Madagascar, BP 1274, Antananarivo 101, Madagascar
| | - Lova Andrianonimiadana
- Unité de Bactériologie Expérimentale, Institut Pasteur de Madagascar, BP 1274, Antananarivo 101, Madagascar
| | - Azimdine Habib
- Unité de Bactériologie Expérimentale, Institut Pasteur de Madagascar, BP 1274, Antananarivo 101, Madagascar
| | - Andre Rodriguez-Pozo
- Unité de Pathogénie Microbienne, Institut Pasteur, 25-28 Rue du Dr Roux, 75015 Paris, France
- Cytometry and Biomarkers Unit of Technology and Service, Institut Pasteur and Université Paris Cité, 25-28 Rue du Dr Roux, 75015 Paris, France
| | - Milena Hasan
- Cytometry and Biomarkers Unit of Technology and Service, Institut Pasteur and Université Paris Cité, 25-28 Rue du Dr Roux, 75015 Paris, France
| | - Inès Vigan-Womas
- Unité d’Immunologie des Maladies Infectieuses, Institut Pasteur de Madagascar, BP 1274, Antananarivo 101, Madagascar
| | - Jean-Marc Collard
- Unité de Bactériologie Expérimentale, Institut Pasteur de Madagascar, BP 1274, Antananarivo 101, Madagascar
| | | | - Serge Djorie
- Unité d’Epidémiologie, Institut Pasteur de Bangui, Bangui BP 923, Central African Republic
| | - Philippe J. Sansonetti
- Unité de Pathogénie Microbienne, Institut Pasteur, 25-28 Rue du Dr Roux, 75015 Paris, France
| | - Rindra Vatosoa Randremanana
- Unité d’Epidémiologie et de Recherche Clinique, Institut Pasteur de Madagascar, BP 1274, Antananarivo 101, Madagascar
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Mutasa K, Ntozini R, Mbuya MNN, Rukobo S, Govha M, Majo FD, Tavengwa N, Smith LE, Caulfield L, Swann JR, Stoltzfus RJ, Moulton LH, Humphrey JH, Gough EK, Prendergast AJ. Biomarkers of environmental enteric dysfunction are not consistently associated with linear growth velocity in rural Zimbabwean infants. Am J Clin Nutr 2021; 113:1185-1198. [PMID: 33740052 PMCID: PMC8106752 DOI: 10.1093/ajcn/nqaa416] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2020] [Accepted: 12/10/2020] [Indexed: 01/09/2023] Open
Abstract
BACKGROUND Child stunting remains a poorly understood, prevalent public health problem. Environmental enteric dysfunction (EED) is hypothesized to be an important underlying cause. OBJECTIVES Within a subgroup of 1169 children enrolled in the SHINE (Sanitation Hygiene Infant Nutrition Efficacy) trial in rural Zimbabwe, followed longitudinally from birth to 18 mo of age, we evaluated associations between the concentration of 11 EED biomarkers and linear growth velocity. METHODS At infant ages 1, 3, 6, 12, and 18 mo, nurses measured child length and collected stool and blood; the lactulose-mannitol urine test was also conducted at all visits except at 1 mo. Stool neopterin, α-1 antitrypsin, myeloperoxidase, and regenerating gene 1β protein; urinary lactulose and mannitol; and plasma kynurenine, tryptophan, C-reactive protein, insulin-like growth factor-1 (IGF-1), soluble CD14, intestinal fatty acid binding protein, and citrulline were measured. We analyzed the change in relative [∆ length-for-age z score (LAZ)/mo] and absolute (∆ length/mo) growth velocity during 4 age intervals (1-3 mo; 3-6 mo; 6-12 mo; and 12-18 mo) per SD increase in biomarker concentration at the start of each age interval. RESULTS In fully adjusted models, we observed only 3 small, statistically significant associations: kynurenine:tryptophan ratio at 12 mo was associated with decreased mean LAZ velocity during the 12-18 mo interval (-0.015 LAZ/mo; 95% CI: -0.029, -0.001 LAZ/mo); mannitol excretion at 6 mo was associated with increased LAZ velocity during the 6-12 mo interval (0.013 LAZ/mo; 95% CI: 0.001, 0.025 LAZ/mo), and plasma IGF-1 at 1 mo was associated with increased LAZ velocity during the 1-3 mo interval (0.118 LAZ/mo; 95% CI: 0.024, 0.211 LAZ/mo). Results for absolute growth velocity were similar, except IGF-1 was also associated with growth during the 12-18 mo interval. We found no other associations between any EED biomarker and linear growth velocity. CONCLUSIONS None of 11 biomarkers of EED were consistently associated with linear growth among Zimbabwean children.This trial was registered at clinicaltrials.gov as NCT01824940.
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Affiliation(s)
| | | | - Mduduzi N N Mbuya
- Present address for MNNM: Global Alliance for Improved Nutrition, 1701 Rhode Island Ave NW, Washington, DC 20036, USA
| | - Sandra Rukobo
- Zvitambo Institute for Maternal and Child Health Research, Harare, Zimbabwe
| | - Margaret Govha
- Zvitambo Institute for Maternal and Child Health Research, Harare, Zimbabwe
| | - Florence D Majo
- Zvitambo Institute for Maternal and Child Health Research, Harare, Zimbabwe
| | - Naume Tavengwa
- Zvitambo Institute for Maternal and Child Health Research, Harare, Zimbabwe
| | - Laura E Smith
- Zvitambo Institute for Maternal and Child Health Research, Harare, Zimbabwe,Department of Epidemiology and Environmental Health, School of Public Health and Health Professions, University at Buffalo, Buffalo, NY, USA
| | - Laura Caulfield
- Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Jonathan R Swann
- Division of Digestive Diseases, Department of Metabolism, Digestion, and Reproduction, Faculty of Medicine, Imperial College London, London, United Kingdom,School of Human Development and Health, Faculty of Medicine, University of Southampton, Southampton, United Kingdom
| | - Rebecca J Stoltzfus
- Program in International Nutrition, Division of Nutritional Sciences, Cornell University, Ithaca, NY, USA
| | - Lawrence H Moulton
- Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | | | - Ethan K Gough
- Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Andrew J Prendergast
- Zvitambo Institute for Maternal and Child Health Research, Harare, Zimbabwe,Blizard Institute, Queen Mary University of London, London, United Kingdom
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8
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Sinharoy SS, Reese HE, Praharaj I, Chang HH, Clasen T. Effects of a combined water and sanitation intervention on biomarkers of child environmental enteric dysfunction and associations with height-for-age z-score: A matched cohort study in rural Odisha, India. PLoS Negl Trop Dis 2021; 15:e0009198. [PMID: 33684111 PMCID: PMC7971857 DOI: 10.1371/journal.pntd.0009198] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2020] [Revised: 03/18/2021] [Accepted: 02/04/2021] [Indexed: 11/29/2022] Open
Abstract
Poor water, sanitation and hygiene (WaSH) conditions are hypothesized to contribute to environmental enteric dysfunction (EED), a subclinical condition that may be associated with chronic undernutrition and impaired linear growth. We evaluated the effect of a combined water and sanitation intervention on biomarkers of EED, and then assessed associations of biomarkers of EED with height-for-age z-scores (HAZ), in children under five. We conducted a sub-study within a matched cohort study of a household-level water and sanitation infrastructure intervention in rural Odisha, India, in which we had observed an effect of the intervention on HAZ. We collected stool samples (N = 471) and anthropometry data (N = 209) for children under age 5. We analyzed stool samples for three biomarkers of EED: myeloperoxidase (MPO), neopterin (NEO), and α1-anti-trypsin (AAT). We used linear mixed models to estimate associations between the intervention and each biomarker of EED and between each biomarker and HAZ. The intervention was inversely associated with AAT (-0.25 log μg/ml, p = 0.025), suggesting a protective effect on EED, but was not associated with MPO or NEO. We observed an inverse association between MPO and HAZ (-0.031 per 1000 ng/ml MPO, p = 0.0090) but no association between either NEO or AAT and HAZ. Our results contribute evidence that a transformative WaSH infrastructure intervention may reduce intestinal permeability, but not intestinal inflammation and immune activation, in young children. Our study also adds to observational evidence of associations between intestinal inflammation and nutritional status, as measured by HAZ, in young children. Trial Registration: ClinicalTrials.gov (NCT02441699). Intestinal dysfunction due to mucosal inflammation, known as environmental enteric dysfunction, has been hypothesized to contribute to child undernutrition in low- and middle-income countries. Poor water and sanitation conditions are thought to be an underlying cause of both environmental enteric dysfunction and child undernutrition. To examine these relationships, we conducted a sub-study within a larger matched cohort study of a household-level water and sanitation intervention in rural Odisha, India. We collected stool samples from children under age five years and analyzed them for three biomarkers of environmental enteric dysfunction: myeloperoxidase, neopterin, and α1-anti-trypsin. We also assessed the same children’s nutritional status by measuring their height and calculating their height-for-age z-score. We observed a protective effect of the water and sanitation infrastructure intervention on α1-anti-trypsin. We also observed an association between myeloperoxidase and child height-for-age z-score. Our results contribute evidence that a transformative water and sanitation infrastructure intervention may reduce environmental enteric dysfunction in young children. Our study also adds to observational evidence that intestinal inflammation may be related to chronic undernutrition in young children, though the exact nature and relative importance of that relationship remains unclear.
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Affiliation(s)
- Sheela S. Sinharoy
- Hubert Department of Global Health, Rollins School of Public Health, Emory University, Atlanta, Georgia, United States of America
- Gangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, Georgia, United States of America
- * E-mail: (SSS); (TC)
| | - Heather E. Reese
- Gangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, Georgia, United States of America
| | - Ira Praharaj
- Wellcome Trust Research Laboratory, Division of Gastrointestinal Sciences, Christian Medical College, Vellore, India
- Indian Council of Medical Research, New Delhi, India
| | - Howard H. Chang
- Department of Biostatistics and Bioinformatics, Rollins School of Public Health, Emory University, Atlanta, Georgia, United States of America
| | - Thomas Clasen
- Gangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, Georgia, United States of America
- * E-mail: (SSS); (TC)
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9
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Liu Z, Fan Y, Ashorn P, Cheung YB, Hallamaa L, Hyöty H, Maleta K, Lehto K, Oikarinen S, Parkkila S, Ashorn U. Faecal regenerating 1B protein concentration is not associated with child growth in rural Malawi. J Paediatr Child Health 2021; 57:388-394. [PMID: 33112481 PMCID: PMC8048694 DOI: 10.1111/jpc.15231] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/15/2020] [Revised: 08/08/2020] [Accepted: 10/01/2020] [Indexed: 11/30/2022]
Abstract
AIM This study was designed to determine whether faecal regenerating 1B protein (REG1B) concentration is associated with physical growth among 6-30-month-old children in rural Malawi. METHODS This was a secondary analysis from a randomised controlled trial in rural Malawi in which we followed-up 790 live-born infants from birth to 30 months of age. We collected anthropometric data at the age of 6, 12, 18, 24 and 30 months. We measured faecal REG1B concentration by enzyme-linked immunosorbent assay (ELISA) technique using stool samples collected at 6, 18 and 30 months of age. We assessed the association between faecal REG1B concentration and children's physical growth using linear regression and longitudinal data analysis. RESULTS Of 790 live-born infants enrolled, 694 (87%) with at least one faecal REG1B concentration measurement were included in the analysis. Faecal REG1B concentration was not associated with the children's concurrent length-for-age z-score (LAZ), weight-for-age z-score (WAZ), weight-for-length z-score (WLZ) and mid-upper arm circumference-for-age z-score (MUACZ) at any time point (P > 0.05), nor with a change in their anthropometric indices in the subsequent 6-month period (P > 0.05). CONCLUSIONS Faecal REG1B concentration is not associated with LAZ, WAZ, WLZ and MUACZ among 6-30-month-old infants and children in rural Malawi.
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Affiliation(s)
- Zhifei Liu
- Center for Child Health Research, Faculty of Medicine and Health TechnologyTampere UniversityTampereFinland
| | - Yue‐Mei Fan
- Center for Child Health Research, Faculty of Medicine and Health TechnologyTampere UniversityTampereFinland
| | - Per Ashorn
- Center for Child Health Research, Faculty of Medicine and Health TechnologyTampere UniversityTampereFinland,Department of PaediatricsTampere University HospitalTampereFinland
| | - Yin Bun Cheung
- Center for Child Health Research, Faculty of Medicine and Health TechnologyTampere UniversityTampereFinland,Program in Health Services and Systems Research and Center for Quantitative MedicineDuke‐NUS Medical SchoolSingaporeSingapore
| | - Lotta Hallamaa
- Center for Child Health Research, Faculty of Medicine and Health TechnologyTampere UniversityTampereFinland
| | - Heikki Hyöty
- Center for Child Health Research, Faculty of Medicine and Health TechnologyTampere UniversityTampereFinland,Fimlab LtdTampere University HospitalTampereFinland
| | - Kenneth Maleta
- Department of Public Health, School of Public Health & Family Medicine, College of MedicineUniversity of MalawiZombaMalawi
| | - Kirsi‐Maarit Lehto
- Center for Child Health Research, Faculty of Medicine and Health TechnologyTampere UniversityTampereFinland
| | - Sami Oikarinen
- Center for Child Health Research, Faculty of Medicine and Health TechnologyTampere UniversityTampereFinland
| | - Seppo Parkkila
- Center for Child Health Research, Faculty of Medicine and Health TechnologyTampere UniversityTampereFinland,Fimlab LtdTampere University HospitalTampereFinland
| | - Ulla Ashorn
- Center for Child Health Research, Faculty of Medicine and Health TechnologyTampere UniversityTampereFinland
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10
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Singh A, Ghosh S, Ward H, Manary MJ, Rogers BL, Rosenberg IH. Biomarkers of environmental enteric dysfunction are differently associated with recovery and growth among children with moderate acute malnutrition in Sierra Leone. Am J Clin Nutr 2021; 113:1556-1564. [PMID: 33668048 PMCID: PMC8243924 DOI: 10.1093/ajcn/nqaa434] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2020] [Accepted: 12/16/2020] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND Environmental enteric dysfunction (EED) may influence growth during and recovery from moderate acute malnutrition (MAM), however, biomarkers to assess these relations have yet to be identified. OBJECTIVES The objectives of this study were to: 1) develop a score for EED based on host fecal mRNA transcripts, 2) compare biomarkers of EED with each other, and 3) examine associations between the EED biomarkers and recovery from MAM and growth outcomes. METHODS In a cohort of 520 Sierra Leonean MAM children, biomarkers of EED included the lactulose: mannitol (L: M) test, 15 host fecal mRNA transcripts, and host fecal proteins [α-1-antitrypsin (AAT), myeloperoxidase (MPO), neopterin (NEO)]. Anthropometry data were also collected and z scores were computed for length-for-age (LAZ) and weight-for-length (WLZ). Recovery from MAM was defined as midupper arm circumference ≥12.5 cm. Factor analysis was used to identify EED scores using the mRNA transcripts, and mixed effects regression was conducted to test for associations. RESULTS The 15 host fecal mRNA transcripts were clustered into 3 scores: gut inflammation (GI) score, gut structure (GS) score, and gut defense (GD) score. We found agreement between certain inflammation markers (GI score and MPO), and permeability markers (GS score and AAT; AAT and the L: M excretion ratio). Antimicrobial gut defense (GD score) was inversely associated with percent lactulose excreted, a measure of intestinal permeability. LAZ (β: -0.08; 95% CI: -0.14, -0.02) and WLZ (β: -0.03; 95% CI: -0.06, -0.01) were negatively associated with GI score. A high GD score (β: 0.36; 95% CI: 0.08, 0.64) and low AAT (β: -1.35; 95% CI: -2.35, -0.36) were associated with recovery from MAM. CONCLUSIONS Scores derived from host fecal mRNA transcript variably correlated with the L: M test and host fecal proteins. Markers of intestinal inflammation, permeability, and defense were associated with growth outcomes and recovery from MAM.
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Affiliation(s)
| | - Shibani Ghosh
- Friedman School of Nutrition Science and Policy, Tufts
University, Boston, MA, USA
| | - Honorine Ward
- Tufts Medical Center and Tufts University School of
Medicine, Boston, MA, USA
| | - Mark J Manary
- Department of Pediatrics, Washington University,
St Louis, MO, USA
| | - Beatrice L Rogers
- Friedman School of Nutrition Science and Policy, Tufts
University, Boston, MA, USA
| | - Irwin H Rosenberg
- Friedman School of Nutrition Science and Policy, Tufts
University, Boston, MA, USA
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11
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Lee GO, Schillinger R, Shivakumar N, Whyte S, Huq S, Ochieng Konyole S, Chileshe J, Paredes-Olortegui M, Owino V, Yazbeck R, Kosek MN, Kelly P, Morrison D. Optimisation, validation and field applicability of a 13C-sucrose breath test to assess intestinal function in environmental enteropathy among children in resource poor settings: study protocol for a prospective study in Bangladesh, India, Kenya, Jamaica, Peru and Zambia. BMJ Open 2020; 10:e035841. [PMID: 33203623 PMCID: PMC7674092 DOI: 10.1136/bmjopen-2019-035841] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/28/2022] Open
Abstract
INTRODUCTION Environmental enteropathy (EE) is suspected to be a cause of growth faltering in children with sustained exposure to enteric pathogens, typically in resource-limited settings. A major hindrance to EE research is the lack of sensitive, non-invasive biomarkers. Current biomarkers measure intestinal permeability and inflammation, but not the functional capacity of the gut. Australian researchers have demonstrated proof of concept for an EE breath test based on using naturally 13C-enriched sucrose, derived from maize, to assay intestinal sucrase activity, a digestive enzyme that is impaired in villus blunting. Here, we describe a coordinated research project to optimise, validate and evaluate the usability of a breath test protocol based on highly enriched 13C-sucrose to quantify physiological dysfunction in EE in relevant target populations. METHODS AND ANALYSIS We use the 13C-sucrose breath test (13C-SBT) to evaluate intestinal sucrase activity in two phases. First, an optimisation and validation phase will (1) confirm that a 13C-SBT using highly enriched sucrose tracers reports similar information to the naturally enriched 13C-SBT; (2) examine the dose-response relationship of the test to an intestinal sucrase inhibitor; (3) validate the 13C-SBT in paediatric coeliac disease (4) validate the highly enriched 13C-SBT against EE defined by biopsy in adults and (5) validate the 13C-SBT against EE defined by the urinary lactulose:rhamnose ratio (LR) among children in Peru. Second, a cross-sectional study will be conducted in six resource-limited countries (Bangladesh, India, Jamaica, Kenya, Peru and Zambia) to test the usability of the optimised 13C-SBT to assess EE among 600 children aged 12-15 months old. ETHICS AND DISSEMINATION Ethical approval will be obtained from each participating study site. By working as a consortium, the test, if shown to be informative of EE, will demonstrate strong evidence for utility across diverse, low-income and middle-income country paediatric populations. TRIAL REGISTRATION NUMBER NCT04109352; Pre-results.
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Affiliation(s)
- Gwenyth O Lee
- Department of Epidemiology, University of Michigan, Ann Arbor, Michigan, USA
| | - Robert Schillinger
- Scottish Universities Environmental Research Centre, University of Glasgow, Glasgow, UK
| | - Nirupama Shivakumar
- Division of Nutrition, Saint John's Research Institute, Bangalore, Karnataka, India
| | - Sherine Whyte
- Caribbean Institute for Health Research (formerly, Tropical Medicine Research Institute), University of the West Indies at Mona, Mona, Saint Andrew, Jamaica
| | - Sayeeda Huq
- Nutrition and Clinical Services Division, International Centre for Diarrhoeal Disease Research, Bangladesh (icddr,b), Dhaka, Bangladesh
| | | | - Justin Chileshe
- Department of Nutritional Sciences, Masinde Muliro University of Science and Technology, Kakamega, Kenya
| | - Maribel Paredes-Olortegui
- Research and Development Area, Asociaciόn Benéfica Proyectos de Informática, Salud, Medicina, y Agricultura (A.B. PRISMA), Iquitos, Loreto, Peru
| | - Victor Owino
- Nutritional and Health Related Environmental Studies Section, Division of Human Health, International Atomic Energy Agency, Vienna, Austria
| | - Roger Yazbeck
- Department of Surgery, College of Medicine and Public Health, Flinders University, Adelaide, South Australia, Australia
- Flinders Centre for Innovation in Cancer, Flinders University, Adelaide, South Australia, Australia
| | - Margaret N Kosek
- Research and Development Area, Asociaciόn Benéfica Proyectos de Informática, Salud, Medicina, y Agricultura (A.B. PRISMA), Iquitos, Loreto, Peru
- Division of Infectious Diseases & International Health, University of Virginia, Charlottesville, Virginia, USA
| | - Paul Kelly
- Blizard Institute, Barts and The London School of Medicine, London, UK
- Tropical Gastroenterology and Nutrition group, University of Zambia School of Medicine, Lusaka, Lusaka, Zambia
| | - Douglas Morrison
- Scottish Universities Environmental Research Centre, University of Glasgow, Glasgow, UK
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12
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Rogawski McQuade ET, Shaheen F, Kabir F, Rizvi A, Platts-Mills JA, Aziz F, Kalam A, Qureshi S, Elwood S, Liu J, Lima AAM, Kang G, Bessong P, Samie A, Haque R, Mduma ER, Kosek MN, Shrestha S, Leite JP, Bodhidatta L, Page N, Kiwelu I, Shakoor S, Turab A, Soofi SB, Ahmed T, Houpt ER, Bhutta Z, Iqbal NT. Epidemiology of Shigella infections and diarrhea in the first two years of life using culture-independent diagnostics in 8 low-resource settings. PLoS Negl Trop Dis 2020; 14:e0008536. [PMID: 32804926 PMCID: PMC7451981 DOI: 10.1371/journal.pntd.0008536] [Citation(s) in RCA: 44] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2019] [Revised: 08/27/2020] [Accepted: 06/29/2020] [Indexed: 02/06/2023] Open
Abstract
Culture-independent diagnostics have revealed a larger burden of Shigella among children in low-resource settings than previously recognized. We further characterized the epidemiology of Shigella in the first two years of life in a multisite birth cohort. We tested 41,405 diarrheal and monthly non-diarrheal stools from 1,715 children for Shigella by quantitative PCR. To assess risk factors, clinical factors related to age and culture positivity, and associations with inflammatory biomarkers, we used log-binomial regression with generalized estimating equations. The prevalence of Shigella varied from 4.9%-17.8% in non-diarrheal stools across sites, and the incidence of Shigella-attributable diarrhea was 31.8 cases (95% CI: 29.6, 34.2) per 100 child-years. The sensitivity of culture compared to qPCR was 6.6% and increased to 27.8% in Shigella-attributable dysentery. Shigella diarrhea episodes were more likely to be severe and less likely to be culture positive in younger children. Older age (RR: 1.75, 95% CI: 1.70, 1.81 per 6-month increase in age), unimproved sanitation (RR: 1.15, 95% CI: 1.03, 1.29), low maternal education (<10 years, RR: 1.14, 95% CI: 1.03, 1.26), initiating complementary foods before 3 months (RR: 1.10, 95% CI: 1.01, 1.20), and malnutrition (RR: 0.91, 95% CI: 0.88, 0.95 per unit increase in weight-for-age z-score) were risk factors for Shigella. There was a linear dose-response between Shigella quantity and myeloperoxidase concentrations. The burden of Shigella varied widely across sites, but uniformly increased through the second year of life and was associated with intestinal inflammation. Culture missed most clinically relevant cases of severe diarrhea and dysentery. Shigella is the second leading cause of diarrhea morbidity and mortality among children in low and middle-income countries. We characterized the epidemiology of Shigella using highly sensitive diagnostic methods in 41,405 diarrheal and monthly non-diarrheal stools from the first two years of life in a multisite birth cohort. The prevalence of Shigella varied from 4.9%-17.8% across sites, and the incidence of Shigella-attributable diarrhea was 31.8 cases (95% CI: 29.6, 34.2) per 100 child-years. Shigella diarrhea episodes were more likely to be severe and less likely to be culture positive in younger children. Older age, unimproved sanitation, low maternal education, initiating complementary foods before 3 months, and malnutrition were risk factors for Shigella. There was a linear dose-response between Shigella quantity and myeloperoxidase, a marker of intestinal inflammation, which suggests a potential mechanism for the impact of Shigella on child growth. Because culture missed most clinically relevant cases of severe diarrhea and dysentery, molecular diagnostics may be important tools in upcoming Shigella vaccine trials.
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Affiliation(s)
- Elizabeth T. Rogawski McQuade
- Department of Public Health Sciences, University of Virginia, Charlottesville, Virginia, United States of America
- Division of Infectious Diseases & International Health, University of Virginia, Charlottesville, Virginia, United States of America
- * E-mail: (ETRM); (NTI)
| | - Fariha Shaheen
- Department of Pediatrics and Child Health, Aga Khan University, Karachi, Pakistan
| | - Furqan Kabir
- Department of Pediatrics and Child Health, Aga Khan University, Karachi, Pakistan
| | - Arjumand Rizvi
- Department of Pediatrics and Child Health, Aga Khan University, Karachi, Pakistan
| | - James A. Platts-Mills
- Division of Infectious Diseases & International Health, University of Virginia, Charlottesville, Virginia, United States of America
| | - Fatima Aziz
- Department of Pediatrics and Child Health, Aga Khan University, Karachi, Pakistan
| | - Adil Kalam
- Department of Pediatrics and Child Health, Aga Khan University, Karachi, Pakistan
| | - Shahida Qureshi
- Department of Pediatrics and Child Health, Aga Khan University, Karachi, Pakistan
| | - Sarah Elwood
- Division of Infectious Diseases & International Health, University of Virginia, Charlottesville, Virginia, United States of America
| | - Jie Liu
- Division of Infectious Diseases & International Health, University of Virginia, Charlottesville, Virginia, United States of America
| | | | | | | | | | - Rashidul Haque
- International Centre for Diarrheal Disease Research, Bangladesh, Dhaka, Bangladesh
| | | | - Margaret N. Kosek
- Division of Infectious Diseases & International Health, University of Virginia, Charlottesville, Virginia, United States of America
- Asociación Benéfica PRISMA, Iquitos, Peru
| | | | | | - Ladaporn Bodhidatta
- Armed Forces Research Institute of Medical Sciences (AFRIMS), Bangkok, Thailand
| | - Nicola Page
- National Institute for Communicable Diseases, Johannesburg, South Africa
| | - Ireen Kiwelu
- Kilimanjaro Clinical Research Institute, Moshi, Tanzania
| | - Sadia Shakoor
- Department of Pathology and Laboratory Medicine, Aga Khan University, Karachi, Pakistan
| | - Ali Turab
- Department of Pediatrics and Child Health, Aga Khan University, Karachi, Pakistan
| | - Sajid Bashir Soofi
- Department of Pediatrics and Child Health, Aga Khan University, Karachi, Pakistan
| | - Tahmeed Ahmed
- International Centre for Diarrheal Disease Research, Bangladesh, Dhaka, Bangladesh
| | - Eric R. Houpt
- Division of Infectious Diseases & International Health, University of Virginia, Charlottesville, Virginia, United States of America
| | - Zulfiqar Bhutta
- Department of Pediatrics and Child Health, Aga Khan University, Karachi, Pakistan
| | - Najeeha Talat Iqbal
- Department of Pediatrics and Child Health and Biological & Biomedical Sciences, Aga Khan University, Karachi, Pakistan
- * E-mail: (ETRM); (NTI)
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13
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Colston JM, Peñataro Yori P, Moulton LH, Paredes Olortegui M, Kosek PS, Rengifo Trigoso D, Siguas Salas M, Schiaffino F, François R, Fardus-Reid F, Swann JR, Kosek MN. Penalized regression models to select biomarkers of environmental enteric dysfunction associated with linear growth acquisition in a Peruvian birth cohort. PLoS Negl Trop Dis 2019; 13:e0007851. [PMID: 31730639 PMCID: PMC6881068 DOI: 10.1371/journal.pntd.0007851] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2019] [Revised: 11/27/2019] [Accepted: 10/16/2019] [Indexed: 12/02/2022] Open
Abstract
Environmental enteric dysfunction (EED) is associated with chronic undernutrition. Efforts to identify minimally invasive biomarkers of EED reveal an expanding number of candidate analytes. An analytic strategy is reported to select among candidate biomarkers and systematically express the strength of each marker’s association with linear growth in infancy and early childhood. 180 analytes were quantified in fecal, urine and plasma samples taken at 7, 15 and 24 months of age from 258 subjects in a birth cohort in Peru. Treating the subjects’ length-for-age Z-score (LAZ-score) over a 2-month lag as the outcome, penalized linear regression models with different shrinkage methods were fitted to determine the best-fitting subset. These were then included with covariates in linear regression models to obtain estimates of each biomarker’s adjusted effect on growth. Transferrin had the largest and most statistically significant adjusted effect on short-term linear growth as measured by LAZ-score–a coefficient value of 0.50 (0.24, 0.75) for each log2 increase in plasma transferrin concentration. Other biomarkers with large effect size estimates included adiponectin, arginine, growth hormone, proline and serum amyloid P-component. The selected subset explained up to 23.0% of the variability in LAZ-score. Penalized regression modeling approaches can be used to select subsets from large panels of candidate biomarkers of EED. There is a need to systematically express the strength of association of biomarkers with linear growth or other outcomes to compare results across studies. Childhood undernutrition is widespread throughout the world and has severe, long-lasting health impacts. Substances measured in blood, urine and stool could be used as biomarkers to identify children undergoing growth failure before these impacts occur. However, it is not yet known which of the many markers that can be identified are accurate and clinically useful predictors of poor growth in infants and children. This study used a large number of candidate biomarkers of immune activation, metabolism and hormones and applied statistical methods to narrow them down from 110 different substances, to the 36 best predictors of growth in 258 Peruvian infants. It also estimated how large the effect of each of these markers was on height two months later. The biomarker with the largest effect was transferrin, a glycoprotein that can be measured in blood samples. 15-month old children with elevated transferrin were around two thirds of a centimeter taller on average at 17 months than those with low levels. Transferrin and other proteins, glycoproteins, hormones and antibodies that this study identified, can be measured easily and affordably in standard laboratories making them feasible to be used broadly as prognostic markers as part of child health and nutrition programs in under-resourced settings.
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Affiliation(s)
- Josh M. Colston
- Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, United States of America
| | - Pablo Peñataro Yori
- Division of Infectious Diseases and International Health, University of Virginia School of Medicine, Charlottesville, Virginia, United States of America
| | - Lawrence H. Moulton
- Department of International Health, Johns Hopkins School of Public Health, Baltimore, Maryland, United States of America
| | | | - Peter S. Kosek
- Oregon Neurosurgery, Eugene, Oregon, United States of America
| | | | | | - Francesca Schiaffino
- Department of International Health, Johns Hopkins School of Public Health, Baltimore, Maryland, United States of America
| | - Ruthly François
- Department of International Health, Johns Hopkins School of Public Health, Baltimore, Maryland, United States of America
| | - Fahmina Fardus-Reid
- Division of Integrative Systems Medicine and Digestive Diseases, Department of Surgery and Cancer, Imperial College London, London, United Kingdom
| | - Jonathan R. Swann
- Division of Integrative Systems Medicine and Digestive Diseases, Department of Surgery and Cancer, Imperial College London, London, United Kingdom
| | - Margaret N. Kosek
- Division of Infectious Diseases and International Health, University of Virginia School of Medicine, Charlottesville, Virginia, United States of America
- * E-mail:
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14
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Picó C, Serra F, Rodríguez AM, Keijer J, Palou A. Biomarkers of Nutrition and Health: New Tools for New Approaches. Nutrients 2019; 11:E1092. [PMID: 31100942 PMCID: PMC6567133 DOI: 10.3390/nu11051092] [Citation(s) in RCA: 107] [Impact Index Per Article: 21.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2019] [Revised: 05/07/2019] [Accepted: 05/08/2019] [Indexed: 12/18/2022] Open
Abstract
A main challenge in nutritional studies is the valid and reliable assessment of food intake, as well as its effects on the body. Generally, food intake measurement is based on self-reported dietary intake questionnaires, which have inherent limitations. They can be overcome by the use of biomarkers, capable of objectively assessing food consumption without the bias of self-reported dietary assessment. Another major goal is to determine the biological effects of foods and their impact on health. Systems analysis of dynamic responses may help to identify biomarkers indicative of intake and effects on the body at the same time, possibly in relation to individuals' health/disease states. Such biomarkers could be used to quantify intake and validate intake questionnaires, analyse physiological or pathological responses to certain food components or diets, identify persons with specific dietary deficiency, provide information on inter-individual variations or help to formulate personalized dietary recommendations to achieve optimal health for particular phenotypes, currently referred as "precision nutrition." In this regard, holistic approaches using global analysis methods (omics approaches), capable of gathering high amounts of data, appear to be very useful to identify new biomarkers and to enhance our understanding of the role of food in health and disease.
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Affiliation(s)
- Catalina Picó
- Laboratory of Molecular Biology, Nutrition and Biotechnology (Group of Nutrigenomics and Obesity), CIBER de Fisiopatología de la Obesidad y Nutrición (CIBERobn) and Instituto de Investigación Sanitaria Illes Balears (IdISBa), University of the Balearic Islands, ES-07122 Palma de Mallorca, Spain.
| | - Francisca Serra
- Laboratory of Molecular Biology, Nutrition and Biotechnology (Group of Nutrigenomics and Obesity), CIBER de Fisiopatología de la Obesidad y Nutrición (CIBERobn) and Instituto de Investigación Sanitaria Illes Balears (IdISBa), University of the Balearic Islands, ES-07122 Palma de Mallorca, Spain.
| | - Ana María Rodríguez
- Laboratory of Molecular Biology, Nutrition and Biotechnology (Group of Nutrigenomics and Obesity), CIBER de Fisiopatología de la Obesidad y Nutrición (CIBERobn) and Instituto de Investigación Sanitaria Illes Balears (IdISBa), University of the Balearic Islands, ES-07122 Palma de Mallorca, Spain.
| | - Jaap Keijer
- Human and Animal Physiology, Wageningen University, PO Box 338, 6700 AH Wageningen, The Netherlands.
| | - Andreu Palou
- Laboratory of Molecular Biology, Nutrition and Biotechnology (Group of Nutrigenomics and Obesity), CIBER de Fisiopatología de la Obesidad y Nutrición (CIBERobn) and Instituto de Investigación Sanitaria Illes Balears (IdISBa), University of the Balearic Islands, ES-07122 Palma de Mallorca, Spain.
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Nutrient intake and environmental enteric dysfunction among Nepalese children 9-24 months old-the MAL-ED birth cohort study. Pediatr Res 2018; 84:509-515. [PMID: 30030503 DOI: 10.1038/s41390-018-0108-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/28/2018] [Revised: 06/04/2018] [Accepted: 06/23/2018] [Indexed: 12/22/2022]
Abstract
BACKGROUND Nutrient deficiencies limit the growth and turnover of intestinal mucosa, but studies assessing whether specific nutrients protect against or improve environmental enteric dysfunction (EED) are scarce. We aimed to investigate associations between nutrient intake and EED assessed by lactulose:mannitol (L:M) ratio, anti-1-antitrypsin, myeloperoxidase (MPO), and neopterin (NEO) among children 9-24 months in Bhaktapur, Nepal. METHODS Among 231 included children, nutrient intake was assessed monthly by 24 h recalls, and 3-month usual intake was estimated using Multiple Source Method. Associations between nutrient intake and L:M ratio (measured at 15 months) were assessed using multiple linear regression, while associations between nutrient intake and fecal markers (measured quarterly) were assessed using Generalized Estimating Equations (GEE) models. RESULTS We found that associations between nutrient intake from complementary food and L:M ratio, alpha-1-antitrypsin (AAT), MPO and NEO were generally negative but weak. The only significant associations between nutrient intake (potassium, magnesium, phosphorous, folate, and vitamin C) and markers for intestinal inflammation were found for MPO. CONCLUSION Negative but weak associations between nutrient intake and markers of intestinal inflammation were found. Significant associations between several nutrients and MPO might merit further investigation.
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Environmental Enteropathy, Micronutrient Adequacy, and Length Velocity in Nepalese Children: the MAL-ED Birth Cohort Study. J Pediatr Gastroenterol Nutr 2018; 67:242-249. [PMID: 29620600 DOI: 10.1097/mpg.0000000000001990] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
OBJECTIVES Environmental enteropathy (EE) is likely associated with growth retardation in children, but the association between EE and length velocity z score (LVZ) has not been investigated. The objective of the study was to assess associations between fecal markers for intestinal inflammation and LVZ and whether these associations were influenced by micronutrient adequacy among 9 to 24 months old children in Bhaktapur, Nepal. METHODS Data were divided into 5 time slots (9-12, 12-15, 15-18, 18-21, and 21-24 months). Anthropometric measurement and dietary assessment (by 24 hour recall) were performed monthly. Mean nutrient density adequacy was calculated based on nutrient density adequacy of 10 micronutrients (thiamin, riboflavin, niacin, vitamin B6, folate, vitamin C, vitamin A, calcium, iron, and zinc). Anti-1-antitrypsin (AAT), myeloperoxidase (MPO), and neopterin (NEO) were measured in stool samples collected at the beginning of each time slot. An EE score was calculated based on all 3 fecal markers. Associations between AAT, MPO, NEO and EE score and LVZ were assessed by multiple linear regression analyses and Generalized Estimating Equations models. RESULTS Associations between fecal markers and EE score and LVZ were generally weak. EE score and MPO for 3-month and MPO for 6-month growth periods were significantly associated with LVZ from 9 to 24 months. These associations were slightly modified by mean nutrient density adequacy. CONCLUSIONS EE score and MPO were significantly associated with LVZ in 9 to 24 months old Nepali children. Further studies to establish the usefulness of AAT, MPO, and NEO in assessing EE and growth retardation are warranted.
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Vonaesch P, Randremanana R, Gody JC, Collard JM, Giles-Vernick T, Doria M, Vigan-Womas I, Rubbo PA, Etienne A, Andriatahirintsoa EJ, Kapel N, Brown E, Huus KE, Duffy D, Finlay B, Hasan M, Hunald FA, Robinson A, Manirakiza A, Wegener-Parfrey L, Vray M, Sansonetti PJ. Identifying the etiology and pathophysiology underlying stunting and environmental enteropathy: study protocol of the AFRIBIOTA project. BMC Pediatr 2018; 18:236. [PMID: 30025542 PMCID: PMC6053792 DOI: 10.1186/s12887-018-1189-5] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/16/2018] [Accepted: 06/21/2018] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND Globally one out of four children under 5 years is affected by linear growth delay (stunting). This syndrome has severe long-term sequelae including increased risk of illness and mortality and delayed psychomotor development. Stunting is a syndrome that is linked to poor nutrition and repeated infections. To date, the treatment of stunted children is challenging as the underlying etiology and pathophysiological mechanisms remain elusive. We hypothesize that pediatric environmental enteropathy (PEE), a chronic inflammation of the small intestine, plays a major role in the pathophysiology of stunting, failure of nutritional interventions and diminished response to oral vaccines, potentially via changes in the composition of the pro- and eukaryotic intestinal communities. The main objective of AFRIBIOTA is to describe the intestinal dysbiosis observed in the context of stunting and to link it to PEE. Secondary objectives include the identification of the broader socio-economic environment and biological and environmental risk factors for stunting and PEE as well as the testing of a set of easy-to-use candidate biomarkers for PEE. We also assess host outcomes including mucosal and systemic immunity and psychomotor development. This article describes the rationale and study protocol of the AFRIBIOTA project. METHODS AFRIBIOTA is a case-control study for stunting recruiting children in Bangui, Central African Republic and in Antananarivo, Madagascar. In each country, 460 children aged 2-5 years with no overt signs of gastrointestinal disease are recruited (260 with no growth delay, 100 moderately stunted and 100 severely stunted). We compare the intestinal microbiota composition (gastric and small intestinal aspirates; feces), the mucosal and systemic immune status and the psychomotor development of children with stunting and/or PEE compared to non-stunted controls. We also perform anthropological and epidemiological investigations of the children's broader living conditions and assess risk factors using a standardized questionnaire. DISCUSSION To date, the pathophysiology and risk factors of stunting and PEE have been insufficiently investigated. AFRIBIOTA will add new insights into the pathophysiology underlying stunting and PEE and in doing so will enable implementation of new biomarkers and design of evidence-based treatment strategies for these two syndromes.
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Affiliation(s)
- Pascale Vonaesch
- Unité de Pathogénie Microbienne Moléculaire, Institut Pasteur, 28 Rue du Dr. Roux, 75015 Paris, France
| | - Rindra Randremanana
- Unité d’Epidémiologie et de Recherche Clinique, Institut Pasteur de Madagascar, BP 1274 Ambatofotsikely, Avaradoha, 101 Antananarivo, Madagascar
| | - Jean-Chrysostome Gody
- Centre Pédiatrique de Bangui, Avenue de l’Indépendance, Bangui, Central African Republic
| | - Jean-Marc Collard
- Unité de Bactériologie Expérimentale, Institut Pasteur de Madagascar, BP 1274 Ambatofotsikely, Avaradoha, 101 Antananarivo, Madagascar
| | - Tamara Giles-Vernick
- Unité d’Epidémiologie des Maladies Emergentes, Institut Pasteur, 28 Rue du Dr. Roux, 75015 Paris, France
| | - Maria Doria
- Unité de Pathogénie Microbienne Moléculaire, Institut Pasteur, 28 Rue du Dr. Roux, 75015 Paris, France
| | - Inès Vigan-Womas
- Unité d’Immunologie des Maladies Infectieuses, Institut Pasteur de Madagascar, BP 1274 Ambatofotsikely, Avaradoha, 101 Antananarivo, Madagascar
| | - Pierre-Alain Rubbo
- Laboratoire d’Analyses Médicales, Institut Pasteur de Bangui, Avenue de l’Indépendance, Bangui, Central African Republic
| | - Aurélie Etienne
- Unité d’Epidémiologie et de Recherche Clinique, Institut Pasteur de Madagascar, BP 1274 Ambatofotsikely, Avaradoha, 101 Antananarivo, Madagascar
| | - Emilson Jean Andriatahirintsoa
- Centre Hospitalier Universitaire Mère-Enfant de Tsaralalàna (CHUMET), rue Patrice Lumumba, Tsaralalàna, 101 Antananarivo, Madagascar
| | - Nathalie Kapel
- Laboratoire de Coprologie Fonctionnelle, Hôpital Pitié-Salpêtrière, 47-83 Bd de l’Hôpital, 75013 Paris, France
| | - Eric Brown
- Michael Smith Laboratories, University of British Columbia, 2185 East Mall, Vancouver, V6T1Z4 Canada
| | - Kelsey E. Huus
- Michael Smith Laboratories, University of British Columbia, 2185 East Mall, Vancouver, V6T1Z4 Canada
| | - Darragh Duffy
- Unité de la Biologie des Cellules Dendritiques, Institut Pasteur, 25 Rue du Dr. Roux, 75015 Paris, France
| | - B.Brett Finlay
- Michael Smith Laboratories, University of British Columbia, 2185 East Mall, Vancouver, V6T1Z4 Canada
| | - Milena Hasan
- Centre de Recherche Translationnelle, Institut Pasteur, 28 Rue du Dr. Roux, 75015 Paris, France
| | - Francis Allen Hunald
- Centre Hospitalier Universitaire Joseph Ravoahangy Andrianavalona (CHUJRA), Antananarivo, Madagascar
| | - Annick Robinson
- Centre Hospitalier Universitaire Mère Enfant de Tsaralalana, Antananarivo, Madagascar
| | - Alexandre Manirakiza
- Unité d’Epidémiologie, Institut Pasteur de Bangui, Avenue de l’Indépendance, Bangui, Central African Republic
| | - Laura Wegener-Parfrey
- Departments of Botany and Zoology, and Biodiversity Research Centre, University of British Columbia, 3200-6270 University Boulevard, Vancouver, V6T1Z4 Canada
| | - Muriel Vray
- Unité d’Epidémiologie des Maladies Emergentes, Institut Pasteur, 28 Rue du Dr. Roux, 75015 Paris, France
| | - Philippe J. Sansonetti
- Unité de Pathogénie Microbienne Moléculaire, Institut Pasteur, 28 Rue du Dr. Roux, 75015 Paris, France
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Vaz Nery S, Bennett I, Clarke NE, Lin A, Rahman Z, Rahman M, Clements ACA. Characterisation of environmental enteropathy biomarkers and associated risk factors in children in the context of a WASH trial in Timor-Leste. Int J Hyg Environ Health 2018; 221:901-906. [PMID: 29891218 DOI: 10.1016/j.ijheh.2018.05.012] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2018] [Revised: 05/23/2018] [Accepted: 05/28/2018] [Indexed: 01/24/2023]
Abstract
Environmental enteropathy (EE) is characterised by subclinical inflammation and hyperpermeability of the small intestine, hypothesised to be caused by recurrent ingestion of faecal bacteria. It has been suggested that EE may be a contributor to malnutrition and growth delays seen in children living in unsanitary conditions. We measured putative faecal EE markers myeloperoxidase (MPO) (ng/mL) and alpha-1-antitrypsin (AAT) (mg/g) in stool samples collected from 133 children aged 1-5 years in 16 communities enrolled in the WASH for WORMS randomised controlled trial in Timor-Leste. Samples were collected two years after a community-wide water, sanitation and hygiene (WASH) intervention that was integrated with regular deworming. Mixed effects multivariable linear regression models were used to examine the impact of the study intervention and of various WASH and infection-related factors on EE biomarkers. Children who lived in communities that received both the WASH intervention and deworming had similar AAT values as those who lived in communities that received only deworming (regression coefficient -0.14, p = 0.583), but they had a trend towards lower MPO values (coeff -0.51, p = 0.055). Younger children showed significantly higher MPO levels (coeff: -0.29, p = 0.002). No WASH variables or parasitic infections were associated with AAT levels. Household water being stored in covered containers was associated with lower MPO levels (coeff -1.75, p = 0.046). We found little evidence that a community-based WASH intervention had an impact on EE over a two-year period.
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Affiliation(s)
- Susana Vaz Nery
- Research School of Population Health, Australian National University, Canberra, Australian Capital Territory, Australia.
| | - Isaac Bennett
- Research School of Population Health, Australian National University, Canberra, Australian Capital Territory, Australia
| | - Naomi E Clarke
- Research School of Population Health, Australian National University, Canberra, Australian Capital Territory, Australia
| | - Audrie Lin
- Division of Epidemiology, School of Public Health, University of California, Berkeley, California, USA
| | - Ziaur Rahman
- International Centre for Diarrheal Diseases Research, Bangladesh (icddr,b), Mohakhali, Dhaka, Bangladesh
| | - Mahbubur Rahman
- International Centre for Diarrheal Diseases Research, Bangladesh (icddr,b), Mohakhali, Dhaka, Bangladesh
| | - Archie C A Clements
- Research School of Population Health, Australian National University, Canberra, Australian Capital Territory, Australia
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