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Lauer JM, Pyykkö J, Chembe M, Billima-Mulenga T, Sikazwe D, Chibwe B, Henderson S, Parkerson D, Leppänen JM, Fink G, Locks LM, Rockers PC. Markers of Environmental Enteric Dysfunction are Associated with Poor Growth and Developmental Outcomes among Young Children in Lusaka, Zambia. J Pediatr 2025; 277:114408. [PMID: 39551093 DOI: 10.1016/j.jpeds.2024.114408] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/13/2024] [Revised: 10/25/2024] [Accepted: 11/12/2024] [Indexed: 11/19/2024]
Abstract
OBJECTIVE To examine cross-sectional relationships between biomarkers of environmental enteric dysfunction (EED), an acquired subclinical condition of the small intestine, and anthropometric and developmental outcomes among children in Lusaka, Zambia. STUDY DESIGN Serum samples were collected from 240 children aged 27 to 35 months enrolled in a cluster-randomized trial assessing the effects of growth charts and small-quantity lipid-based nutrient supplements on linear growth. Samples were analyzed using the 11-plex Micronutrient and EED Assessment Tool, which incorporates 2 biomarkers of EED, namely intestinal fatty acid-binding protein (I-FABP), a marker of epithelial damage, and soluble CD14 (sCD14), a marker of microbial translocation. Associations between log2-transformed biomarker concentrations and anthropometric (height-for-age z-score [HAZ], weight-for-height z-score, and weight-for-age z-score) and developmental (Global Scales of Early Development development for age z-score and saccadic reaction time [SRT]) outcomes were assessed using linear regression analyses adjusted for background characteristics. RESULTS Mean ± SD HAZ was -1.94 ± 1.10. Higher sCD14 and I-FABP concentrations were significantly associated with lower HAZ (β: -0.21, 95% CI: -0.41, -0.01 and β: -0.20, 95% CI: -0.32, -0.08, respectively). Higher I-FABP concentrations were significantly associated with lower development-for-age z-score (β: -0.22, 95% CI: -0.40, -0.03) and slower SRT (β: 7.37 ms, 95% CI: 2.02, 12.72) as were higher alpha-1-acid glycoprotein concentrations (HAZ β: -0.38, 95% CI: -0.72, -0.03; SRT β: 11.14 ms, 95% CI: 0.94, 21.72). CONCLUSIONS In children in Lusaka, biomarkers of EED were associated with poor anthropometric and developmental outcomes, underscoring the need for interventions to address EED to improve child health globally. CLINICAL TRIAL REGISTRY ClinicalTrials.gov identifier for parent trial: NCT05120427. https://clinicaltrials.gov/ct2/show/NCT05120427.
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Affiliation(s)
- Jacqueline M Lauer
- Department of Health Sciences, Sargent College of Health & Rehabilitation Sciences, Boston University, Boston, MA.
| | - Juha Pyykkö
- Department of Global Health, Boston University School of Public Health, Boston, MA
| | - Mpela Chembe
- Innovations for Poverty Action Zambia, Lusaka, Zambia
| | | | | | - Bertha Chibwe
- Centre for Infectious Disease Research in Zambia, Lusaka, Zambia
| | | | | | - Jukka M Leppänen
- Department of Psychology and Speech-Language Pathology, University of Turku, Turku, Finland
| | - Günther Fink
- University of Basel and Swiss Tropical and Public Health Institute, Basel, Switzerland
| | - Lindsey M Locks
- Department of Health Sciences, Sargent College of Health & Rehabilitation Sciences, Boston University, Boston, MA; Department of Global Health, Boston University School of Public Health, Boston, MA.
| | - Peter C Rockers
- Department of Global Health, Boston University School of Public Health, Boston, MA
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Hoq MI, Hossain MM, Sayeed MA, Jakaria M. Trends in the prevalence of antenatal and postnatal depression in Bangladesh: A systematic review and meta-analysis. Heliyon 2025; 11:e41955. [PMID: 39897802 PMCID: PMC11787471 DOI: 10.1016/j.heliyon.2025.e41955] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2023] [Revised: 01/03/2025] [Accepted: 01/13/2025] [Indexed: 02/04/2025] Open
Abstract
Background Maternal depression negatively impacts the health of both mothers and their children. Although several studies have reported on the prevalence of antenatal depression (AND) and postnatal depression (PND) in Bangladesh, reliable estimates based on meta-analysis have yet to be established. This study aims to determine the prevalence of "AND" and "PND" among Bangladeshi mothers, as well as the prevalence of "PND" during various phases of a child's development, while also identifying the associated factors for both "AND" and "PND". Methods We conducted a systematic search in PubMed, Scopus, Cochrane, and a national database called Bangla Jol for studies published from the year 2000 until December 31, 2020. From 163 screened studies, eighteen eligible studies on the prevalence of "AND" and "PND" were included for meta-analysis. A random-effects model was used for this analysis. We also performed subgroup analyses considering "PND" at different stages, study quality, and prevalence based on the decade of publication. Results The pooled prevalence rates were found to be 19.5 % for "AND" (95 % CI: 7.7 %-31.28 %, I2: 98.09 %) and 27.75 % for "PND" (95 % CI: 22.38 %-33.16 %, I2: 97.67 %). In the 2000s, the pooled prevalence was 22.78 % (95 % CI: 17.82 %-27.73 %, I2: 96.65 %). However, there was a significant increase in the prevalence of "PND" in the 2010s, which reached 36.00 % (95 % CI: 23.94 %-48.06 %, I2: 95.76 %). The pooled prevalence at an early stage of the child's development was 17.12 %; during exclusive breastfeeding, it was 25.73 %, and during complementary feeding, it peaked at 48.11 %. Factors associated with maternal depression included unplanned pregnancies, various forms of intimate partner violence (including physical, emotional, and sexual violence), a preference for male children, and strained relationships with husbands and mothers-in-law. Conclusion A rising trend in the prevalence of maternal depression has been observed in Bangladesh. Health policymakers need to prioritize addressing maternal depression. The data indicates that the prevalence of postpartum depression was higher in the 2010s compared to the previous decade. It is crucial to raise awareness among mothers about the importance of screening for depression during the perinatal period, and to integrate such screenings into family planning and mental health services.
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Affiliation(s)
- Mohammad Injamul Hoq
- Department of Pharmacy, International Islamic University Chittagong, Kumira, Chittagong, 4318, Bangladesh
- Department of Public Health, University of Creative Technology Chittagong, Chittagong, 4212, Bangladesh
| | - Md Mohotasin Hossain
- Department of Pharmacy, International Islamic University Chittagong, Kumira, Chittagong, 4318, Bangladesh
| | - Mohammad Aktar Sayeed
- Department of Pharmacy, International Islamic University Chittagong, Kumira, Chittagong, 4318, Bangladesh
| | - Md Jakaria
- The Florey Institute, The University of Melbourne, Parkville, VIC, 3052, Australia
- School of Health Sciences & Purdue Institute for Integrative Neurosciences, Purdue University, West Lafayette, IN, 47907, USA
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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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Marie C, Das S, Coomes D, Ahmed T, Ali SA, Iqbal J, Kelly P, Mahfuz M, Moore SR, Petri WA, Tarr PI, Denson LA. Duodenal transcriptomics demonstrates signatures of tissue inflammation and immune cell infiltration in children with environmental enteric dysfunction across global centers. Am J Clin Nutr 2024; 120 Suppl 1:S51-S64. [PMID: 39300663 PMCID: PMC11562032 DOI: 10.1016/j.ajcnut.2024.02.023] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Revised: 12/28/2023] [Accepted: 02/22/2024] [Indexed: 09/22/2024] Open
Abstract
BACKGROUND Environmental enteric dysfunction (EED) is an inflammatory condition of the small intestine that is prevalent in children residing in low- and middle-income countries. EED is accompanied by profound histopathologic changes in the small bowel, loss of absorptive capacity, increased intestinal permeability, increased microbial translocation, and nutrient loss. OBJECTIVES We sought to identify dysregulated genes and pathways that might underlie pediatric EED. METHODS RNA-sequencing libraries were generated from endoscopically obtained duodenal tissue from undernourished children with EED from 3 prospective cohorts of children with EED. The EED transcriptome was defined in comparison to North American children without EED. Weighted gene coexpression network analysis (WGCNA) was tested for gene modules associated with EED and its histologic features. RESULTS The 1784 upregulated genes in EED were highly enriched for immune and inflammatory processes, including IL-17 and JAK-STAT signaling, and cytokine-cytokine receptor interactions. The 1388 downregulated genes included genes corresponding to xenobiotic metabolism, detoxification, and antioxidant capacities. A gene coexpression module enriched for antimicrobial responses and chemokine activity was significantly associated with villous blunting, goblet cell depletion, and overall histologic severity of EED. CONCLUSIONS The transcriptome signatures of EED include specific innate and adaptive immune responses that are consistently elevated across study centers, coupled with reduced detoxification and antioxidant capacities. These data may have implications for targeted interventions to improve EED outcomes.
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Affiliation(s)
- Chelsea Marie
- Department of Medicine, University of Virginia School of Medicine, Charlottesville, VA, United States.
| | - Subhasish Das
- Nutrition Research Division, International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | - David Coomes
- Department of Epidemiology, University of Washington School of Public Health, Seattle, WA, United States
| | - Tahmeed Ahmed
- Nutrition Research Division, International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | - S Asad Ali
- Department of Paediatrics and Child Health, Aga Khan University, Karachi, Pakistan
| | - Junaid Iqbal
- Department of Paediatrics and Child Health, Aga Khan University, Karachi, Pakistan
| | - Paul Kelly
- Blizard Institute, Barts and The London School of Medicine, Queen Mary University of London, London, United Kingdom
| | - Mustafa Mahfuz
- Nutrition Research Division, International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | - Sean R Moore
- Department of Pediatrics, University of Virginia School of Medicine, Charlottesville, VA, United States
| | - William A Petri
- Department of Medicine, University of Virginia School of Medicine, Charlottesville, VA, United States
| | - Phillip I Tarr
- Department of Pediatrics, Washington University School of Medicine, St. Louis, MO, United States
| | - Lee A Denson
- Division of Gastroenterology, Hepatology and Nutrition, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, United States
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Olson D, Lamb MM, Connery AK, Colbert AM, Calvimontes M, Bauer D, Paniagua-Avila MA, Martínez MA, Arroyave P, Hernandez S, Colborn KL, Roell Y, Waggoner JJ, Natrajan MS, Anderson EJ, Bolaños GA, El Sahly HM, Munoz FM, Asturias EJ. Cumulative Febrile, Respiratory, and Gastrointestinal Illness Among Infants in Rural Guatemala and Association With Neurodevelopmental and Growth Outcomes. Pediatr Infect Dis J 2023; 42:739-744. [PMID: 37343218 PMCID: PMC10527407 DOI: 10.1097/inf.0000000000004006] [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] [Indexed: 06/23/2023]
Abstract
BACKGROUND Infectious disease exposures in early life are increasingly recognized as a risk factor for poor subsequent growth and neurodevelopment. We aimed to evaluate the association between cumulative illness with neurodevelopment and growth outcomes in a birth cohort of Guatemalan infants. METHODS From June 2017 to July 2018, infants 0-3 months of age living in a resource-limited region of rural southwest Guatemala were enrolled and underwent weekly at-home surveillance for caregiver-reported cough, fever, and vomiting/diarrhea. They also underwent anthropometric assessments and neurodevelopmental testing with the Mullen Scales of Early Learning (MSEL) at enrollment, 6 months, and 1 year. RESULTS Of 499 enrolled infants, 430 (86.2%) completed all study procedures and were included in the analysis. At 12-15 months of age, 140 (32.6%) infants had stunting (length-for-age Z [LAZ] score < -2 SD) and 72 (16.7%) had microcephaly (occipital-frontal circumference [OFC] < -2 SD). In multivariable analysis, greater cumulative instances of reported cough illness (beta = -0.08/illness-week, P = 0.06) and febrile illness (beta = -0.36/illness-week, P < 0.001) were marginally or significantly associated with lower MSEL Early Learning Composite (ELC) Score at 12-15 months, respectively; there was no association with any illness (cough, fever, and/or vomiting/diarrhea; P = 0.27) or with cumulative instances of diarrheal/vomiting illness alone ( P = 0.66). No association was shown between cumulative instances of illness and stunting or microcephaly at 12-15 months. CONCLUSIONS These findings highlight the negative cumulative consequences of frequent febrile and respiratory illness on neurodevelopment during infancy. Future studies should explore pathogen-specific illnesses, host response associated with these syndromic illnesses, and their association with neurodevelopment.
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Affiliation(s)
- Daniel Olson
- Department of Pediatrics, University of Colorado School of Medicine, 13123 E. 16th Ave., Aurora, CO 80045, USA
- Center for Global Health, Colorado School of Public Health, 13199 East Montview Blvd, Aurora, CO 80045, USA
- Children’s Hospital Colorado, 13123 E. 16th Ave., Aurora, CO 80045, USA
- Department of Epidemiology, Colorado School of Public Health, 13001 E 17th Pl, Aurora, CO 80045, USA
| | - Molly M. Lamb
- Center for Global Health, Colorado School of Public Health, 13199 East Montview Blvd, Aurora, CO 80045, USA
- Department of Epidemiology, Colorado School of Public Health, 13001 E 17th Pl, Aurora, CO 80045, USA
| | - Amy K. Connery
- Children’s Hospital Colorado, 13123 E. 16th Ave., Aurora, CO 80045, USA
- Department of Physical Medicine and Rehabilitation, University of Colorado School of Medicine, 12631 E 17th Ave, Aurora, CO 80045, USA
| | - Alison M. Colbert
- Children’s Hospital Colorado, 13123 E. 16th Ave., Aurora, CO 80045, USA
- Department of Physical Medicine and Rehabilitation, University of Colorado School of Medicine, 12631 E 17th Ave, Aurora, CO 80045, USA
| | - Mirella Calvimontes
- Center for Human Development, Fundacion para la Salud Integral de los Guatemaltecos, Retalhuleu, Guatemala
| | - Desiree Bauer
- Center for Human Development, Fundacion para la Salud Integral de los Guatemaltecos, Retalhuleu, Guatemala
| | - M. Alejandra Paniagua-Avila
- Center for Human Development, Fundacion para la Salud Integral de los Guatemaltecos, Retalhuleu, Guatemala
- Department of Epidemiology, Columbia University Mailman School of Public Health, 722 West 168th St. New York, NY 10032, USA
| | - María Alejandra Martínez
- Center for Human Development, Fundacion para la Salud Integral de los Guatemaltecos, Retalhuleu, Guatemala
| | - Paola Arroyave
- Center for Human Development, Fundacion para la Salud Integral de los Guatemaltecos, Retalhuleu, Guatemala
| | - Sara Hernandez
- Center for Human Development, Fundacion para la Salud Integral de los Guatemaltecos, Retalhuleu, Guatemala
| | - Kathryn L. Colborn
- Department of Surgery, University of Colorado School of Medicine, 12631 E 17th Ave #6117, Aurora, CO 80045, USA
| | - Yannik Roell
- Center for Global Health, Colorado School of Public Health, 13199 East Montview Blvd, Aurora, CO 80045, USA
| | - Jesse J. Waggoner
- Department of Medicine, Emory University School of Medicine, 1364 Clifton Road NE, Atlanta, GA 30322, USA
| | - Muktha S. Natrajan
- Department of Medicine, Emory University School of Medicine, 1364 Clifton Road NE, Atlanta, GA 30322, USA
| | - Evan J. Anderson
- Department of Medicine, Emory University School of Medicine, 1364 Clifton Road NE, Atlanta, GA 30322, USA
- Department of Pediatrics, Emory University School of Medicine, 2015 Uppergate Drive, Atlanta, GA 30322, USA
| | - Guillermo A. Bolaños
- Center for Human Development, Fundacion para la Salud Integral de los Guatemaltecos, Retalhuleu, Guatemala
| | | | - Flor M. Munoz
- Department of Pediatrics, Baylor College of Medicine, 1 Baylor Plaza, Houston, TX 77030, USA
| | - Edwin J. Asturias
- Department of Pediatrics, University of Colorado School of Medicine, 13123 E. 16th Ave., Aurora, CO 80045, USA
- Center for Global Health, Colorado School of Public Health, 13199 East Montview Blvd, Aurora, CO 80045, USA
- Children’s Hospital Colorado, 13123 E. 16th Ave., Aurora, CO 80045, USA
- Department of Epidemiology, Colorado School of Public Health, 13001 E 17th Pl, Aurora, CO 80045, USA
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de Mendonça Filho EJ, Pokhvisneva I, Maalouf CM, Parent C, Mliner SB, Slopen N, Williams DR, Bush NR, Boyce WT, Levitt P, Nelson CA, Gunnar MR, Meaney MJ, Shonkoff JP, Silveira PP. Linking specific biological signatures to different childhood adversities: findings from the HERO project. Pediatr Res 2023; 94:564-574. [PMID: 36650307 PMCID: PMC10382309 DOI: 10.1038/s41390-022-02415-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Revised: 09/23/2022] [Accepted: 11/02/2022] [Indexed: 01/18/2023]
Abstract
BACKGROUND Although investigations have begun to differentiate biological and neurobiological responses to a variety of adversities, studies considering both endocrine and immune function in the same datasets are limited. METHODS Associations between proximal (family functioning, caregiver depression, and anxiety) and distal (SES-D; socioeconomic disadvantage) early-life adversities with salivary inflammatory biomarkers (IL-1β, IL-6, IL-8, and TNF-α) and hair HPA markers (cortisol, cortisone, and dehydroepiandrosterone) were examined in two samples of young U.S. children (N = 142; N = 145). RESULTS Children exposed to higher SES-D had higher levels of TNF-α (B = 0.13, p = 0.011), IL-1β (B = 0.10, p = 0.033), and DHEA (B = 0.16, p = 0.011). Higher family dysfunction was associated with higher cortisol (B = 0.08, p = 0.033) and cortisone (B = 0.05, p = 0.003). An interaction between SES-D and family dysfunction was observed for cortisol levels (p = 0.020) whereby children exposed to lower/average levels of SES-D exhibited a positive association between family dysfunction and cortisol levels, whereas children exposed to high levels of SES-D did not. These findings were partially replicated in the second sample. CONCLUSIONS Our results indicate that these biological response systems may react differently to different forms of early-life adversity. IMPACT Different forms of early-life adversity have varied stress signatures, and investigations of early-life adversities with inflammation and HPA markers are lacking. Children with higher socioeconomic disadvantage had higher TNF-α, IL-1β, and DHEA. Higher family dysfunction was associated with higher hair cortisol and cortisone levels, and the association between family dysfunction and cortisol was moderated by socioeconomic disadvantage. Biological response systems (immune and endocrine) were differentially associated with distinct forms of early-life adversities.
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Affiliation(s)
- Euclides José de Mendonça Filho
- Ludmer Centre for Neuroinformatics and Mental Health, Douglas Hospital Research Center, Montreal, QC, Canada
- Department of Psychiatry, McGill University, Montreal, QC, Canada
| | - Irina Pokhvisneva
- Ludmer Centre for Neuroinformatics and Mental Health, Douglas Hospital Research Center, Montreal, QC, Canada
| | - Christina Maria Maalouf
- Ludmer Centre for Neuroinformatics and Mental Health, Douglas Hospital Research Center, Montreal, QC, Canada
| | - Carine Parent
- Ludmer Centre for Neuroinformatics and Mental Health, Douglas Hospital Research Center, Montreal, QC, Canada
| | - Shanna B Mliner
- Institute of Child Development, University of Minnesota, Minneapolis, MN, USA
| | - Natalie Slopen
- Department of Social and Behavioral Sciences, Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA, USA
| | - David R Williams
- Department of Social and Behavioral Sciences, Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA, USA
| | - Nicole R Bush
- Department of Psychiatry and Behavioral Sciences, Weill Institute for Neurosciences, San Francisco, CA, USA
- Division of Developmental Medicine, Department of Pediatrics, University of California, San Francisco, San Francisco, CA, USA
| | - William Thomas Boyce
- Division of Developmental Medicine, Department of Pediatrics, University of California, San Francisco, San Francisco, CA, USA
| | - Pat Levitt
- Department of Pediatrics and Program in Developmental Neuroscience and Developmental Neurogenetics, The Saban Research Institute, Children's Hospital Los Angeles, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Charles A Nelson
- Boston Children's Hospital and Harvard Medical School, Boston, MA, USA
- Harvard Graduate School of Education, Cambridge, MA, USA
| | - Megan R Gunnar
- Institute of Child Development, University of Minnesota, Minneapolis, MN, USA
| | - Michael J Meaney
- Ludmer Centre for Neuroinformatics and Mental Health, Douglas Hospital Research Center, Montreal, QC, Canada
- Department of Psychiatry, McGill University, Montreal, QC, Canada
- Singapore Institute for Clinical Sciences, Agency for Science, Technology and Research (A*STAR), Brenner Centre for Molecular Medicine, Singapore, Republic of Singapore
| | - Jack P Shonkoff
- Department of Social and Behavioral Sciences, Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA, USA
- Boston Children's Hospital and Harvard Medical School, Boston, MA, USA
- Harvard Graduate School of Education, Cambridge, MA, USA
- Center on the Developing Child, Harvard University, Cambridge, MA, USA
| | - Patricia Pelufo Silveira
- Ludmer Centre for Neuroinformatics and Mental Health, Douglas Hospital Research Center, Montreal, QC, Canada.
- Department of Psychiatry, McGill University, Montreal, QC, Canada.
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7
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Kelly SB, Dean JM, Zahra VA, Dudink I, Thiel A, Polglase GR, Miller SL, Hooper SB, Bennet L, Gunn AJ, Galinsky R. Progressive inflammation reduces high-frequency EEG activity and cortical dendritic arborisation in late gestation fetal sheep. J Neuroinflammation 2023; 20:124. [PMID: 37226206 DOI: 10.1186/s12974-023-02805-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2023] [Accepted: 05/15/2023] [Indexed: 05/26/2023] Open
Abstract
BACKGROUND Antenatal infection/inflammation is associated with disturbances in neuronal connectivity, impaired cortical growth and poor neurodevelopmental outcomes. The pathophysiological substrate that underpins these changes is poorly understood. We tested the hypothesis that progressive inflammation in late gestation fetal sheep would alter cortical neuronal microstructure and neural function assessed using electroencephalogram band power analysis. METHODS Fetal sheep (0.85 of gestation) were surgically instrumented for continuous electroencephalogram (EEG) recording and randomly assigned to repeated saline (control; n = 9) or LPS (0 h = 300 ng, 24 h = 600 ng, 48 h = 1200 ng; n = 8) infusions to induce inflammation. Sheep were euthanised 4 days after the first LPS infusion for assessment of inflammatory gene expression, histopathology and neuronal dendritic morphology in the somatosensory cortex. RESULTS LPS infusions increased delta power between 8 and 50 h, with reduced beta power from 18 to 96 h (P < 0.05 vs. control). Basal dendritic length, numbers of dendritic terminals, dendritic arborisation and numbers of dendritic spines were reduced in LPS-exposed fetuses (P < 0.05 vs. control) within the somatosensory cortex. Numbers of microglia and interleukin (IL)-1β immunoreactivity were increased in LPS-exposed fetuses compared with controls (P < 0.05). There were no differences in total numbers of cortical NeuN + neurons or cortical area between the groups. CONCLUSIONS Exposure to antenatal infection/inflammation was associated with impaired dendritic arborisation, spine number and loss of high-frequency EEG activity, despite normal numbers of neurons, that may contribute to disturbed cortical development and connectivity.
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Affiliation(s)
- Sharmony B Kelly
- The Ritchie Centre, Hudson Institute of Medical Research, 27-31 Wright Street, Melbourne, VIC, 3168, Australia
- Department of Obstetrics and Gynaecology, Monash University, Melbourne, VIC, Australia
| | - Justin M Dean
- Department of Physiology, The University of Auckland, Auckland, New Zealand
| | - Valerie A Zahra
- The Ritchie Centre, Hudson Institute of Medical Research, 27-31 Wright Street, Melbourne, VIC, 3168, Australia
| | - Ingrid Dudink
- The Ritchie Centre, Hudson Institute of Medical Research, 27-31 Wright Street, Melbourne, VIC, 3168, Australia
- Department of Obstetrics and Gynaecology, Monash University, Melbourne, VIC, Australia
| | - Alison Thiel
- The Ritchie Centre, Hudson Institute of Medical Research, 27-31 Wright Street, Melbourne, VIC, 3168, Australia
| | - Graeme R Polglase
- The Ritchie Centre, Hudson Institute of Medical Research, 27-31 Wright Street, Melbourne, VIC, 3168, Australia
- Department of Obstetrics and Gynaecology, Monash University, Melbourne, VIC, Australia
| | - Suzanne L Miller
- The Ritchie Centre, Hudson Institute of Medical Research, 27-31 Wright Street, Melbourne, VIC, 3168, Australia
- Department of Obstetrics and Gynaecology, Monash University, Melbourne, VIC, Australia
| | - Stuart B Hooper
- The Ritchie Centre, Hudson Institute of Medical Research, 27-31 Wright Street, Melbourne, VIC, 3168, Australia
- Department of Obstetrics and Gynaecology, Monash University, Melbourne, VIC, Australia
| | - Laura Bennet
- Department of Physiology, The University of Auckland, Auckland, New Zealand
| | - Alistair J Gunn
- Department of Physiology, The University of Auckland, Auckland, New Zealand
| | - Robert Galinsky
- The Ritchie Centre, Hudson Institute of Medical Research, 27-31 Wright Street, Melbourne, VIC, 3168, Australia.
- Department of Obstetrics and Gynaecology, Monash University, Melbourne, VIC, Australia.
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8
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Cowardin CA, Syed S, Iqbal N, Jamil Z, Sadiq K, Iqbal J, Ali SA, Moore SR. Environmental enteric dysfunction: gut and microbiota adaptation in pregnancy and infancy. Nat Rev Gastroenterol Hepatol 2023; 20:223-237. [PMID: 36526906 PMCID: PMC10065936 DOI: 10.1038/s41575-022-00714-7] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/16/2022] [Indexed: 03/31/2023]
Abstract
Environmental enteric dysfunction (EED) is a subclinical syndrome of intestinal inflammation, malabsorption and barrier disruption that is highly prevalent in low- and middle-income countries in which poverty, food insecurity and frequent exposure to enteric pathogens impair growth, immunity and neurodevelopment in children. In this Review, we discuss advances in our understanding of EED, intestinal adaptation and the gut microbiome over the 'first 1,000 days' of life, spanning pregnancy and early childhood. Data on maternal EED are emerging, and they mirror earlier findings of increased risks for preterm birth and fetal growth restriction in mothers with either active inflammatory bowel disease or coeliac disease. The intense metabolic demands of pregnancy and lactation drive gut adaptation, including dramatic changes in the composition, function and mother-to-child transmission of the gut microbiota. We urgently need to elucidate the mechanisms by which EED undermines these critical processes so that we can improve global strategies to prevent and reverse intergenerational cycles of undernutrition.
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Affiliation(s)
- Carrie A Cowardin
- Division of Paediatric Gastroenterology, Hepatology and Nutrition, Department of Paediatrics, Child Health Research Center, University of Virginia, Charlottesville, VA, USA
| | - Sana Syed
- Division of Paediatric Gastroenterology, Hepatology and Nutrition, Department of Paediatrics, Child Health Research Center, University of Virginia, Charlottesville, VA, USA
- Department of Paediatrics and Child Health, Aga Khan University, Karachi, Pakistan
| | - Najeeha Iqbal
- Department of Paediatrics and Child Health, Aga Khan University, Karachi, Pakistan
| | - Zehra Jamil
- Department of Paediatrics and Child Health, Aga Khan University, Karachi, Pakistan
| | - Kamran Sadiq
- Department of Paediatrics and Child Health, Aga Khan University, Karachi, Pakistan
| | - Junaid Iqbal
- Department of Paediatrics and Child Health, Aga Khan University, Karachi, Pakistan
| | - Syed Asad Ali
- Department of Paediatrics and Child Health, Aga Khan University, Karachi, Pakistan
| | - Sean R Moore
- Division of Paediatric Gastroenterology, Hepatology and Nutrition, Department of Paediatrics, Child Health Research Center, University of Virginia, Charlottesville, VA, USA.
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9
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DeBoer MD, Elwood SE, Platts-Mills JA, McDermid JM, Scharf RJ, Rogawski McQuade ET, Jatosh S, Houpt ER, Mduma E. Association of Circulating Biomarkers with Growth and Cognitive Development in Rural Tanzania: A Secondary Analysis of the Early Life Interventions in Childhood Growth and Development In Tanzania (ELICIT) Study. J Nutr 2023; 153:1453-1460. [PMID: 36963502 DOI: 10.1016/j.tjnut.2023.03.020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2023] [Revised: 02/09/2023] [Accepted: 03/15/2023] [Indexed: 03/26/2023] Open
Abstract
BACKGROUND Children in low-resource areas experience nutritional and infection challenges delaying growth and cognitive development. OBJECTIVE Our goal was to assess for associations of circulating biomarkers related to nutrition and inflammation, with growth and developmental outcomes among children in a birth cohort in a resource-poor area in rural Tanzania. METHODS We assessed data from 1120 children participating in the Early Life Interventions for Childhood Growth and Development in Tanzania (ELICIT) study. At age 12 and 18 months participants had blood tests performed for hemoglobin, collagen-X, insulin-like growth factor-1 (IGF-1), fibroblast growth-factor-21 (FGF21), thyroglobulin, ferritin, soluble transferrin receptor (sTFR), retinol binding protein-4 (RBP4), C-reactive protein (CRP), alpha(1)-acid glycoprotein (AGP), and CD14. At 18 months, participants had anthropometry measured and converted to z-scores for length-for-age (LAZ), weight-for-age (WAZ) and head-circumference-for-age (HCZ) and had the Malawi Developmental Assessment Tool (MDAT) performed to evaluate cognitive development. We performed linear regression assessing biomarkers (predictor variable) on anthropometry and MDAT scores (dependent variables), adjusted for sex, socioeconomic status and baseline values. RESULTS There was a high degree of intra-factor correlation between 12 and 18 months, and inter-factor correlation between biomarkers. IGF-1 and sTFR were positively- and FGF21 and ferritin negatively-associated with LAZ 18 months, while collagen-X and CD14 were additionally associated with recent linear growth. Only markers predominantly related to nutrition were consistently linked with WAZ at 18 months, while RBP4 and AGP were additionally associated with recent change in WAZ. IGF-1 was positively- and thyroglobulin, RBP4 and CD14 negatively linked to MDAT scores. IGF-1 was the only factor linked to both 18-month LAZ and MDAT. CONCLUSIONS Individual biomarkers were consistently linked to growth and cognitive outcomes, providing support for relationships between nutrition and inflammation in early child development. Further research is needed to assess overlaps in how biomarker-related processes interact with both growth and learning.
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Affiliation(s)
- Mark D DeBoer
- Department of Pediatrics, University of Virginia, Charlottesville, VA, USA.
| | - Sarah E Elwood
- Division of Infectious Diseases & International Health, University of Virginia, Charlottesville, VA, USA
| | - James A Platts-Mills
- Division of Infectious Diseases & International Health, University of Virginia, Charlottesville, VA, USA
| | - Joann M McDermid
- Division of Infectious Diseases & International Health, University of Virginia, Charlottesville, VA, USA
| | - Rebecca J Scharf
- Department of Pediatrics, University of Virginia, Charlottesville, VA, USA; Division of Infectious Diseases & International Health, University of Virginia, Charlottesville, VA, USA
| | | | - Samwel Jatosh
- Haydom Global Health Research Centre, Haydom Lutheran Hospital, Haydom, Tanzania
| | - Eric R Houpt
- Division of Infectious Diseases & International Health, University of Virginia, Charlottesville, VA, USA
| | - Estomih Mduma
- Haydom Global Health Research Centre, Haydom Lutheran Hospital, Haydom, Tanzania
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10
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Mancini VO, Brook J, Hernandez C, Strickland D, Christophersen CT, D'Vaz N, Silva D, Prescott S, Callaghan B, Downs J, Finlay‐Jones A. Associations between the human immune system and gut microbiome with neurodevelopment in the first 5 years of life: A systematic scoping review. Dev Psychobiol 2023; 65:e22360. [PMID: 36811373 PMCID: PMC10107682 DOI: 10.1002/dev.22360] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2022] [Revised: 10/26/2022] [Accepted: 11/04/2022] [Indexed: 01/13/2023]
Abstract
The aim of this review was to map the literature assessing associations between maternal or infant immune or gut microbiome biomarkers and child neurodevelopmental outcomes within the first 5 years of life. We conducted a PRISMA-ScR compliant review of peer-reviewed, English-language journal articles. Studies reporting gut microbiome or immune system biomarkers and child neurodevelopmental outcomes prior to 5 years were eligible. Sixty-nine of 23,495 retrieved studies were included. Of these, 18 reported on the maternal immune system, 40 on the infant immune system, and 13 on the infant gut microbiome. No studies examined the maternal microbiome, and only one study examined biomarkers from both the immune system and the gut microbiome. Additionally, only one study included both maternal and infant biomarkers. Neurodevelopmental outcomes were assessed from 6 days to 5 years. Associations between biomarkers and neurodevelopmental outcomes were largely nonsignificant and small in effect size. While the immune system and gut microbiome are thought to have interactive impacts on the developing brain, there remains a paucity of published studies that report biomarkers from both systems and associations with child development outcomes. Heterogeneity of research designs and methodologies may also contribute to inconsistent findings. Future studies should integrate data across biological systems to generate novel insights into the biological underpinnings of early development.
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Affiliation(s)
- Vincent O. Mancini
- Early Neurodevelopment and Mental HealthTelethon Kids InstituteNedlandsWestern AustraliaAustralia
| | - Juliet Brook
- Early Neurodevelopment and Mental HealthTelethon Kids InstituteNedlandsWestern AustraliaAustralia
| | | | - Deborah Strickland
- Early Neurodevelopment and Mental HealthTelethon Kids InstituteNedlandsWestern AustraliaAustralia
| | - Claus T. Christophersen
- WA Human Microbiome Collaboration Centre, School of Molecular and Life SciencesCurtin UniversityBentleyWestern AustraliaAustralia
- School of Medical and Health SciencesEdith Cowan UniversityJoondalupWestern AustraliaAustralia
| | - Nina D'Vaz
- Early Neurodevelopment and Mental HealthTelethon Kids InstituteNedlandsWestern AustraliaAustralia
| | - Desiree Silva
- Early Neurodevelopment and Mental HealthTelethon Kids InstituteNedlandsWestern AustraliaAustralia
| | - Susan Prescott
- Early Neurodevelopment and Mental HealthTelethon Kids InstituteNedlandsWestern AustraliaAustralia
| | - Bridget Callaghan
- Brain and Body LabUniversity of California, Los AngelesLos AngelesCaliforniaUSA
| | - Jenny Downs
- Early Neurodevelopment and Mental HealthTelethon Kids InstituteNedlandsWestern AustraliaAustralia
| | - Amy Finlay‐Jones
- Early Neurodevelopment and Mental HealthTelethon Kids InstituteNedlandsWestern AustraliaAustralia
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11
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Taylor BK, Smith OV, Miller GE. Chronic Home Radon Exposure Is Associated with Higher Inflammatory Biomarker Concentrations in Children and Adolescents. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 20:246. [PMID: 36612568 PMCID: PMC9819293 DOI: 10.3390/ijerph20010246] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/20/2022] [Revised: 12/19/2022] [Accepted: 12/19/2022] [Indexed: 06/17/2023]
Abstract
Children are particularly vulnerable to the deleterious impacts of toxic environmental exposures, though the effects of some rather ubiquitous toxins have yet to be characterized in youths. One such toxin, radon gas, is known to accumulate to hazardous levels in homes, and has been linked with the incidence of lung cancer in aging adults. However, the degree to which chronic home radon exposure may impact risk for health problems earlier in life is unknown. Herein, we explored the degree to which chronic home radon exposure relates to biomarkers of low-grade inflammation in 68 youths ages 6- to 14 years old residing in an area of the United States prone to high home radon concentrations. Parents completed a home radon test kit, and youths provided a saliva sample to assess concentrations of five biomarkers. Using a multiple regression approach, we found that greater radon exposure was specifically associated with higher levels of C-reactive protein (β = 0.31, p = 0.007) and interleukin-1β (β = 0.33, p = 0.016). The data suggested specificity in associations between chronic home radon exposure and different biomarkers of inflammatory activity and highlight a pathway which may confer risk for future mental and physical health maladies.
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Affiliation(s)
- Brittany K. Taylor
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE 68010, USA
- Department of Pharmacology and Neuroscience, Creighton University, Omaha, NE 68178, USA
| | - OgheneTejiri V. Smith
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE 68010, USA
| | - Gregory E. Miller
- Institute for Policy Research and Department of Psychology, Northwestern University, Evanston, IL 60208, USA
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12
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Babikako HM, Bourdon C, Mbale E, Aber P, Birabwa A, Chimoyo J, Voskuijl W, Kazi Z, Massara P, Mukisa J, Mupere E, Nampijja M, Saleem AF, Uebelhoer LS, Bandsma R, Walson JL, Berkley JA, Lancioni C, Gladstone M, van den Heuvel M. Neurodevelopment and Recovery From Wasting. Pediatrics 2022; 150:189663. [PMID: 36193695 DOI: 10.1542/peds.2021-055615] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/29/2022] [Indexed: 11/05/2022] Open
Abstract
BACKGROUND AND OBJECTIVES Acute illness with malnutrition is a common indication for hospitalization among children in low- and middle-income countries. We investigated the association between wasting recovery trajectories and neurodevelopmental outcomes in young children 6 months after hospitalization for an acute illness. METHODS Children aged 2 to 23 months were enrolled in a prospective observational cohort of the Childhood Acute Illness & Nutrition Network, in Uganda, Malawi, and Pakistan between January 2017 and January 2019. We grouped children on the basis of their wasting recovery trajectories using change in mid-upper arm circumference for age z-score. Neurodevelopment was assessed with the Malawi Developmental Assessment Tool (MDAT development-for-age z-score [DAZ]) at hospital discharge and after 6 months. RESULTS We included 645 children at hospital discharge (mean age 12.3 months ± 5.5; 55% male); 262 (41%) with severe wasting, 134 (21%) with moderate wasting, and 249 (39%) without wasting. Four recovery trajectories were identified: high-stable, n = 112; wasted-improved, n = 404; severely wasted-greatly improved, n = 48; and severely wasted-not improved, n = 28. The children in the severely wasted-greatly improved group demonstrated a steep positive MDAT-DAZ recovery slope. This effect was most evident in children with both wasting and stunting (interaction wasted-improved × time × stunting: P < .001). After 6 months, the MDAT DAZ in children with wasting recovery did not differ from community children. In children who never recovered from wasting, there remained a significant delay in MDAT DAZ scores. CONCLUSIONS Neurodevelopment recovery occurred in parallel with wasting recovery in children convalescing from acute illness and was influenced by stunting.
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Affiliation(s)
| | - Celine Bourdon
- Childhood Acute Illness and Nutrition Network, Nairobi, Kenya.,Translational Medicine
| | - Emmie Mbale
- Childhood Acute Illness and Nutrition Network, Nairobi, Kenya.,Department of Paediatrics and Child Health, Kamuzu University of Health Sciences, Blantyre, Malawi
| | - Peace Aber
- Childhood Acute Illness and Nutrition Network, Nairobi, Kenya.,Makerere University, Uganda Case Western Reserve University Research Collaboration, Kampala, Uganda
| | - Annet Birabwa
- Childhood Acute Illness and Nutrition Network, Nairobi, Kenya.,Makerere University, Uganda Case Western Reserve University Research Collaboration, Kampala, Uganda
| | - Josephine Chimoyo
- Childhood Acute Illness and Nutrition Network, Nairobi, Kenya.,Department of Paediatrics and Child Health, Kamuzu University of Health Sciences, Blantyre, Malawi
| | - Wieger Voskuijl
- Childhood Acute Illness and Nutrition Network, Nairobi, Kenya.,Child Health and Development Center School of Medicine College of Health Sciences, Makerere University, Kampala, Uganda.,Centre for Global Health.,Amsterdam Center for Global health, Emma Children's Hospital, Amsterdam University Medical Centers, Amsterdam, the Netherlands
| | | | - Paraskevi Massara
- Translational Medicine.,Department of Nutritional Sciences, Faculty of Medicine
| | - John Mukisa
- Childhood Acute Illness and Nutrition Network, Nairobi, Kenya.,Departments of Immunology and Molecular Biology, Pathology.,Baylor College of Medicine, Houston, Texas
| | - Ezekiel Mupere
- Childhood Acute Illness and Nutrition Network, Nairobi, Kenya.,Makerere University, Uganda Case Western Reserve University Research Collaboration, Kampala, Uganda.,Paediatrics and Child Health, School of Medicine, College of Health Sciences, Makerere University, Kampala, Uganda
| | - Margaret Nampijja
- Childhood Acute Illness and Nutrition Network, Nairobi, Kenya.,MRC/UVRI & London School of Hygiene and Tropical Medicine, Uganda Research Unit, Entebbe, Uganda.,African Population and Health Research Center, Nairobi, Kenya
| | - Ali Faisal Saleem
- Childhood Acute Illness and Nutrition Network, Nairobi, Kenya.,Department of Pediatrics, Aga Khan University Hospital, Karachi, Pakistan
| | - Luke S Uebelhoer
- Childhood Acute Illness and Nutrition Network, Nairobi, Kenya.,Department of Pediatrics, Oregon Health & Science University, Portland, Oregon
| | - Robert Bandsma
- Childhood Acute Illness and Nutrition Network, Nairobi, Kenya.,Translational Medicine.,Centre for Global Health.,Department of Paediatrics and Child Health, Kamuzu University of Health Sciences, Blantyre, Malawi
| | - Judd L Walson
- Childhood Acute Illness and Nutrition Network, Nairobi, Kenya.,Departments of Global Health, Medicine, Pediatrics, and Epidemiology, University of Washington, Seattle, Washington
| | - James A Berkley
- Childhood Acute Illness and Nutrition Network, Nairobi, Kenya.,KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya.,Centre for Tropical Medicine and Global Health, University of Oxford, Oxford, United Kingdom
| | - Christina Lancioni
- Childhood Acute Illness and Nutrition Network, Nairobi, Kenya.,Department of Pediatrics, Oregon Health & Science University, Portland, Oregon
| | - Melissa Gladstone
- Childhood Acute Illness and Nutrition Network, Nairobi, Kenya.,Department of Women and Children's Health, Institute of Life Course and Clinical Sciences, University of Liverpool, Alder Hey Children's NHS Foundation Trust, Liverpool, United Kingdom
| | - Meta van den Heuvel
- Childhood Acute Illness and Nutrition Network, Nairobi, Kenya.,Centre for Global Health.,Division of Pediatrics, Hospital for Sick Children, Toronto, Canada.,Department of Pediatrics, University of Toronto, Canada
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13
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Naudé PJW, Pariante C, Hoffman N, Koopowitz SM, Donald KA, Zar HJ, Stein DJ. Antenatal maternal depression, early life inflammation and neurodevelopment in a South African birth cohort. Brain Behav Immun 2022; 105:160-168. [PMID: 35803482 DOI: 10.1016/j.bbi.2022.07.001] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/12/2021] [Revised: 04/07/2022] [Accepted: 07/03/2022] [Indexed: 12/27/2022] Open
Abstract
BACKGROUND Antenatal exposure to maternal psychological adversity, including depression, increases the risk of impaired neurodevelopment in children. The underlying biological mechanisms remain unclear, especially in early life during critical windows of development and maturation. This study investigated the association of antenatal maternal depression, maternal and early life inflammatory markers and neurodevelopmental outcomes in children at 2 years of age. METHODS A subgroup of mothers and their children (n = 255) that were enrolled in a South African birth cohort study, the Drakenstein Child Health Study, were followed from the antenatal period through to 2 years of child age. Maternal depressive symptoms were measured by the Beck Depression Inventory (BDI-II) at 26 weeks gestation. Serum inflammatory markers [granulocyte-macrophage colony-stimulating factor (GM-CSF), interferon-γ (IFN-γ), interleukin IL-1β, IL-2, IL-4, IL-5, IL-6, IL-7, IL-8, IL-10, IL-12p70, IL-13, tumour necrosis factor-α (TNF-α), neutrophil gelatinase-associated lipocalin (NGAL) and metalloproteinase-9 (MMP-9)] were measured in mothers at enrolment and in their children at 6-10 weeks and at 2 years. Neurodevelopment was assessed at 2 years using the Bayley Scales of Infant and Toddler Development III. RESULTS Antenatal depressive symptoms (present in 25% of the mothers) were significantly associated with higher levels of IL-7 (p = 0.008), IL-8 (p = 0.019) and TNF-α (p = 0.031) in the mothers after correcting for sociodemographic and lifestyle factors. Serum IL-1β and NGAL levels were significantly elevated over time in children born to mothers with depressive symptoms compared to those without depression, after controlling for maternal and child health and sociodemographic factors. Elevated infant IL-1β at 6-10 weeks of age partially mediated the association of maternal depressive symptoms with poorer language scores at 2 years. CONCLUSION Alterations in early life immunity, as reflected by elevated IL-1β, is a potential pathway through which antenatal maternal depressive symptoms may impact language development in young children.
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Affiliation(s)
- Petrus J W Naudé
- Department of Psychiatry and Mental Health, University of Cape Town, South Africa; Neuroscience Institute, University of Cape Town, South Africa.
| | - Carmine Pariante
- Stress, Psychiatry and Immunology Laboratory, Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience, King's College, London, UK
| | - Nadia Hoffman
- Department of Psychiatry and Mental Health, University of Cape Town, South Africa
| | | | - Kirsten A Donald
- Neuroscience Institute, University of Cape Town, South Africa; Department of Paediatrics and Child Health, Red Cross War Memorial Children's Hospital, University of Cape Town, South Africa
| | - Heather J Zar
- Department of Paediatrics and Child Health, Red Cross War Memorial Children's Hospital, University of Cape Town, South Africa; SA-MRC Unit on Child and Adolescent Health, University of Cape Town, South Africa
| | - Dan J Stein
- Department of Psychiatry and Mental Health, University of Cape Town, South Africa; Neuroscience Institute, University of Cape Town, South Africa; SU/UCT MRC Unit on Risk and Resilience in Mental Disorders, University of Cape Town, South Africa
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14
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Mukherjee D, Bhopal S, Bhavnani S, Sharma KK, Roy R, Divan G, Mandal S, Soremekun S, Kirkwood B, Patel V. The effect of cumulative early life adversities, and their differential mediation through hair cortisol levels, on childhood growth and cognition: Three-year follow-up of a birth cohort in rural India. Wellcome Open Res 2022; 7:74. [PMID: 35592545 PMCID: PMC9096148 DOI: 10.12688/wellcomeopenres.17712.1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/18/2022] [Indexed: 11/09/2023] Open
Abstract
Background: Early adversities negatively impact children's growth and development, putatively mediated by chronic physiological stress resulting from these adverse experiences. We aimed to estimate the associations between prospectively measured cumulative early adversities with growth and cognition outcomes in rural Indian preschool children and to explore if hair cortisol concentration (HCC), a measure of chronic physiological stress, mediated the above association. Methods: Participants were recruited from the SPRING cRCT in rural Haryana, India. Adversities experienced through pregnancy and the first year of life were measured in 1304 children at 12-months. HCC was measured at 12-months in 845 of them. Outcome measures were height-for-age-z-score (HAZ), weight-for-age-z-score (WAZ) and cognition, measured in 1124 children followed up at 3-years. Cognition was measured using a validated tablet-based gamified tool named DEEP. Results: Cumulative adversities at 12-months were inversely associated with all outcomes measures at 3-years. Each unit increase in adversity score led to a decrease of 0·08 units [95% confidence interval (CI):-0·11,-0·06] in DEEP-z-score; 0·12 units [-0·14,-0·09] in HAZ and 0·11 units [-0·13,-0·09] in WAZ. 12-month HCC was inversely associated with DEEP-z-score (-0·09 [-0·16,-0·01]) and HAZ (-0·12 [-0·20,-0·04]), but the association with WAZ was not significant (p = 0·142). HCC marginally mediated the association between cumulative adversities and HAZ (proportion mediated = 0·06, p = 0·014). No evidence of mediation was found for the cognition outcome. Conclusions: Cumulative early adversities and HCC measured at 12-months have persistent negative effects on child growth and cognition at 3-years. The association between adversities and these two child outcomes were differentially mediated by HCC, with no evidence of mediation observed for the cognitive outcome. Future studies should focus on other stress biomarkers, and alternate pathways such as the immune, inflammation and cellular ageing pathways, to unpack key mechanisms underlying the established relationship between early adversities and poor child outcomes.
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Affiliation(s)
- Debarati Mukherjee
- Life course Epidemiology, Indian Institute of Public Health-Bengaluru, Public Health Foundation of India, Bengaluru, Karnataka, 560023, India
| | - Sunil Bhopal
- Population Health Sciences Institute, Newcastle University, Newcastle upon Tyne, NE2 4AX, UK
- Maternal & Child Health Intervention Research Group, Department of Population Health, Faculty of Epidemiology & Population Health, London School of Hygiene & Tropical Medicine, London, WC1E 7HT, UK
| | - Supriya Bhavnani
- Child Development Group, Sangath, 451 Bhatkar Waddo, Succor, Bardez, Goa, 403501, India
| | - Kamal Kant Sharma
- Child Development Group, Sangath, 451 Bhatkar Waddo, Succor, Bardez, Goa, 403501, India
| | - Reetabrata Roy
- Maternal & Child Health Intervention Research Group, Department of Population Health, Faculty of Epidemiology & Population Health, London School of Hygiene & Tropical Medicine, London, WC1E 7HT, UK
- Child Development Group, Sangath, 451 Bhatkar Waddo, Succor, Bardez, Goa, 403501, India
| | - Gauri Divan
- Child Development Group, Sangath, 451 Bhatkar Waddo, Succor, Bardez, Goa, 403501, India
| | - Siddhartha Mandal
- Center for Chronic Disease Control, C-1/52, 2ND FL, Safdarjung Development Area, New Delhi, 110016, India
| | - Seyi Soremekun
- Department of Infection Biology, Faculty of Infectious and Tropical Disease, London School of Hygiene and Tropical Medicine, London, WC1E 7HT, UK
| | - Betty Kirkwood
- Maternal & Child Health Intervention Research Group, Department of Population Health, Faculty of Epidemiology & Population Health, London School of Hygiene & Tropical Medicine, London, WC1E 7HT, UK
| | - Vikram Patel
- Child Development Group, Sangath, 451 Bhatkar Waddo, Succor, Bardez, Goa, 403501, India
- Department of Global Health & Social Medicine, Harvard Medical School, 41 Huntington Ave, Boston, MA, 02115, USA
- Department of Global Health and Population, Harvard T H Chan School of Public Health, 655 Huntington Ave, Boston, MA, 02115, USA
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15
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Mukherjee D, Bhopal S, Bhavnani S, Sharma KK, Roy R, Divan G, Mandal S, Soremekun S, Kirkwood B, Patel V. The effect of cumulative early life adversities, and their differential mediation through hair cortisol levels, on childhood growth and cognition: Three-year follow-up of a birth cohort in rural India. Wellcome Open Res 2022; 7:74. [PMID: 35592545 PMCID: PMC9096148 DOI: 10.12688/wellcomeopenres.17712.2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/18/2022] [Indexed: 11/20/2022] Open
Abstract
Background: Early adversities negatively impact children’s growth and development, putatively mediated by chronic physiological stress resulting from these adverse experiences. We aimed to estimate the associations between prospectively measured cumulative early adversities with growth and cognition outcomes in rural Indian preschool children and to explore if hair cortisol concentration (HCC), a measure of chronic physiological stress, mediated the above association. Methods: Participants were recruited from the SPRING cRCT in rural Haryana, India. Adversities experienced through pregnancy and the first year of life were measured in 1304 children at 12-months. HCC was measured at 12-months in 845 of them. Outcome measures were height-for-age-z-score (HAZ), weight-for-age-z-score (WAZ) and cognition, measured in 1124 children followed up at 3-years. Cognition was measured using a validated tablet-based gamified tool named DEEP. Results: Cumulative adversities at 12-months were inversely associated with all outcomes measures at 3-years. Each unit increase in adversity score led to a decrease of 0·08 units [95% confidence interval (CI):-0·11,-0·06] in DEEP-z-score; 0·12 units [-0·14,-0·09] in HAZ and 0·11 units [-0·13,-0·09] in WAZ. 12-month HCC was inversely associated with DEEP-z-score (-0·09 [-0·16,-0·01]) and HAZ (-0·12 [-0·20,-0·04]), but the association with WAZ was not significant (p = 0·142). HCC marginally mediated the association between cumulative adversities and HAZ (proportion mediated = 0·06, p = 0·014). No evidence of mediation was found for the cognition outcome. Conclusions: Cumulative early adversities and HCC measured at 12-months have persistent negative effects on child growth and cognition at 3-years. The association between adversities and these two child outcomes were differentially mediated by HCC, with no evidence of mediation observed for the cognitive outcome. Future studies should focus on other stress biomarkers, and alternate pathways such as the immune, inflammation and cellular ageing pathways, to unpack key mechanisms underlying the established relationship between early adversities and poor child outcomes.
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Affiliation(s)
- Debarati Mukherjee
- Life course Epidemiology, Indian Institute of Public Health-Bengaluru, Public Health Foundation of India, Bengaluru, Karnataka, 560023, India
| | - Sunil Bhopal
- Population Health Sciences Institute, Newcastle University, Newcastle upon Tyne, NE2 4AX, UK
- Maternal & Child Health Intervention Research Group, Department of Population Health, Faculty of Epidemiology & Population Health, London School of Hygiene & Tropical Medicine, London, WC1E 7HT, UK
| | - Supriya Bhavnani
- Child Development Group, Sangath, 451 Bhatkar Waddo, Succor, Bardez, Goa, 403501, India
| | - Kamal Kant Sharma
- Child Development Group, Sangath, 451 Bhatkar Waddo, Succor, Bardez, Goa, 403501, India
| | - Reetabrata Roy
- Maternal & Child Health Intervention Research Group, Department of Population Health, Faculty of Epidemiology & Population Health, London School of Hygiene & Tropical Medicine, London, WC1E 7HT, UK
- Child Development Group, Sangath, 451 Bhatkar Waddo, Succor, Bardez, Goa, 403501, India
| | - Gauri Divan
- Child Development Group, Sangath, 451 Bhatkar Waddo, Succor, Bardez, Goa, 403501, India
| | - Siddhartha Mandal
- Center for Chronic Disease Control, C-1/52, 2ND FL, Safdarjung Development Area, New Delhi, 110016, India
| | - Seyi Soremekun
- Department of Infection Biology, Faculty of Infectious and Tropical Disease, London School of Hygiene and Tropical Medicine, London, WC1E 7HT, UK
| | - Betty Kirkwood
- Maternal & Child Health Intervention Research Group, Department of Population Health, Faculty of Epidemiology & Population Health, London School of Hygiene & Tropical Medicine, London, WC1E 7HT, UK
| | - Vikram Patel
- Child Development Group, Sangath, 451 Bhatkar Waddo, Succor, Bardez, Goa, 403501, India
- Department of Global Health & Social Medicine, Harvard Medical School, 41 Huntington Ave, Boston, MA, 02115, USA
- Department of Global Health and Population, Harvard T H Chan School of Public Health, 655 Huntington Ave, Boston, MA, 02115, USA
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16
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Yitik Tonkaz G, Esin IS, Turan B, Uslu H, Dursun OB. Determinants of Leaky Gut and Gut Microbiota Differences in Children With Autism Spectrum Disorder and Their Siblings. J Autism Dev Disord 2022:10.1007/s10803-022-05540-z. [PMID: 35441922 DOI: 10.1007/s10803-022-05540-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/16/2022] [Indexed: 11/28/2022]
Abstract
Leaky gut hypothesis is one of the well-known theory which tries to explain etiology of Autism Spectrum Disorder (ASD). Unfortunately there is still a gap of evidence to investigate the corner points of the hypothesis. The aim of this study was to investigate the determinants of leaky gut in children with ASD, their siblings and healthy controls. Intestinal microbiota was found to be similar between ASD and sibling groups. Biological markers of bacterial translocation showed a significant difference in the sibling group, whereas the marker indicating local inflammation was not different between the groups. The findings from this study did not support the role of Gut microbiota or leaky gut on the etiology of autism.
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Affiliation(s)
- Gülsüm Yitik Tonkaz
- Child and Adolescent Psychiatry Department, Erzurum Regional Training and Research Hospital, Erzurum, Turkey
| | - Ibrahim Selçuk Esin
- Child and Adolescent Psychiatry Department, Faculty of Medicine, University of Health Sciences, İstanbul, Turkey
| | - Bahadir Turan
- Department of Autism, Mental Special Needs and Rare Disease, Turkish Ministry of Health, Ankara, Turkey
| | - Hakan Uslu
- Department of Medical Microbiology, Ataturk University Faculty of Medicine, Erzurum, Turkey
| | - Onur Burak Dursun
- Department of Autism, Mental Special Needs and Rare Disease, Turkish Ministry of Health, Ankara, Turkey.
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17
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Bach AM, Xie W, Piazzoli L, Jensen SKG, Afreen S, Haque R, Petri WA, Nelson CA. Systemic inflammation during the first year of life is associated with brain functional connectivity and future cognitive outcomes. Dev Cogn Neurosci 2022; 53:101041. [PMID: 34973509 PMCID: PMC8728426 DOI: 10.1016/j.dcn.2021.101041] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2021] [Revised: 10/09/2021] [Accepted: 11/27/2021] [Indexed: 01/01/2023] Open
Abstract
The first years of life are a sensitive period of rapid neural and immune system development vulnerable to the impact of adverse experiences. Several studies support inflammation as a consequence of various adversities and an exposure negatively associated with developmental outcomes. The mechanism by which systemic inflammation may affect brain development and later cognitive outcomes remains unclear. In this longitudinal cohort study, we examine the associations between recurrent systemic inflammation, defined as C-reactive protein elevation on ≥ 2 of 4 measurements across the first year of life, electroencephalography (EEG) functional connectivity (FC) at 36 months, and composite cognitive outcomes at 3, 4, and 5 years among 122 children living in a limited-resource setting in Dhaka, Bangladesh. Recurrent systemic inflammation during the first year of life is significantly negatively associated with cognitive outcomes at 3, 4, and 5 years, after accounting for stunting and family care indicators (a measure of stimulation in the home environment). Recurrent systemic inflammation is significantly positively associated with parietal-occipital FC in the Beta band at 36 months, which in turn is significantly negatively associated with composite cognitive scores at 3 and 4 years. However, FC does not mediate the relationship between recurrent systemic inflammation and cognitive outcomes.
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Affiliation(s)
- Ashley M Bach
- Labs of Cognitive Neuroscience, Division of Developmental Medicine, Boston Children's Hospital, USA; Harvard T.H. Chan School of Public Health, USA
| | - Wanze Xie
- School of Psychological and Cognitive Sciences, Peking University, China; PKU-IDG/McGovern Institute for Brain Research, Peking University, China; Beijing Key Laboratory of Behavior and Mental Health, Peking University, China
| | - Laura Piazzoli
- Labs of Cognitive Neuroscience, Division of Developmental Medicine, Boston Children's Hospital, USA; Harvard Medical School, USA
| | | | - Sajia Afreen
- International Centre for Diarrhoeal Disease Research, Bangladesh
| | - Rashidul Haque
- International Centre for Diarrhoeal Disease Research, Bangladesh
| | - William A Petri
- Division of Infectious Diseases, University of Virginia School of Medicine, USA
| | - Charles A Nelson
- Labs of Cognitive Neuroscience, Division of Developmental Medicine, Boston Children's Hospital, USA; Harvard Medical School, USA; Harvard Graduate School of Education, USA.
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18
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Marx W, Thomson S, O'Hely M, Symeonides C, Collier F, Tang MLK, Loughman A, Burgner D, Saffery R, Pham C, Mansell T, Sly PD, Vuillermin P, Ranganathan S, Ponsonby AL. Maternal inflammatory and omega-3 fatty acid pathways mediate the association between socioeconomic disadvantage and childhood cognition. Brain Behav Immun 2022; 100:211-218. [PMID: 34896180 DOI: 10.1016/j.bbi.2021.12.002] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/27/2021] [Revised: 11/28/2021] [Accepted: 12/03/2021] [Indexed: 10/19/2022] Open
Abstract
Poor cognitive outcomes in early childhood predict poor educational outcomes and diminished health over the life course. We sought to investigate (i) whether maternal metabolites predict child cognition, and (ii) if maternal metabolomic profile mediates the relationship between environmental exposures and child cognition. Metabolites were measured using nuclear magnetic resonance-based metabolomics in pregnant women from a population-derived birth cohort. Child cognition was measured at age 2 years. In 662 mother-child pairs, elevated inflammatory markers (β = -2.62; 95% CI -4.10, -1.15; P = 0.0005) and lower omega-3 fatty acid-related metabolites (β = 0.49; 95% CI 0.09, 0.88; P = 0.02) in the mother were associated with lower child cognition and partially mediated the association between lower child cognition and multiple risk factors common to socioeconomic disadvantage. Modifying maternal prenatal metabolic pathways related to inflammation and omega-3 fatty acids may offset the adverse associations between prenatal risk factors related to socioeconomic disadvantage and low child cognition.
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Affiliation(s)
- Wolfgang Marx
- Florey Institute for Neuroscience and Mental Health, 30 Royal Parade, Parkville, VIC 3052, Australia; Deakin University, IMPACT - the Institute for Mental and Physical Health and Clinical Translation, School of Medicine, Barwon Health, 299 Ryrie Street, Geelong, VIC 3220, Australia
| | - Sarah Thomson
- Florey Institute for Neuroscience and Mental Health, 30 Royal Parade, Parkville, VIC 3052, Australia
| | - Martin O'Hely
- Deakin University, IMPACT - the Institute for Mental and Physical Health and Clinical Translation, School of Medicine, Barwon Health, 299 Ryrie Street, Geelong, VIC 3220, Australia; Murdoch Children's Research Institute, Royal Children's Hospital, 50 Flemington Rd, Parkville, VIC 3052, Australia
| | - Christos Symeonides
- Murdoch Children's Research Institute, Royal Children's Hospital, 50 Flemington Rd, Parkville, VIC 3052, Australia; Minderoo Foundation, Perth, VIC 6000, Australia; Royal Children's Hospital, 50 Flemington Rd, Parkville, VIC 3052, Australia
| | - Fiona Collier
- Deakin University, IMPACT - the Institute for Mental and Physical Health and Clinical Translation, School of Medicine, Barwon Health, 299 Ryrie Street, Geelong, VIC 3220, Australia
| | - Mimi L K Tang
- Murdoch Children's Research Institute, Royal Children's Hospital, 50 Flemington Rd, Parkville, VIC 3052, Australia; Royal Children's Hospital, 50 Flemington Rd, Parkville, VIC 3052, Australia; University of Melbourne, Grattan Street, Parkville, VIC 3010, Australia
| | - Amy Loughman
- Deakin University, IMPACT - the Institute for Mental and Physical Health and Clinical Translation, School of Medicine, Barwon Health, 299 Ryrie Street, Geelong, VIC 3220, Australia
| | - David Burgner
- Murdoch Children's Research Institute, Royal Children's Hospital, 50 Flemington Rd, Parkville, VIC 3052, Australia; Department of Paediatrics, University of Melbourne, Grattan Street, Parkville, VIC 3010, Australia
| | - Richard Saffery
- Murdoch Children's Research Institute, Royal Children's Hospital, 50 Flemington Rd, Parkville, VIC 3052, Australia; Department of Paediatrics, University of Melbourne, Grattan Street, Parkville, VIC 3010, Australia
| | - Cindy Pham
- Florey Institute for Neuroscience and Mental Health, 30 Royal Parade, Parkville, VIC 3052, Australia; Murdoch Children's Research Institute, Royal Children's Hospital, 50 Flemington Rd, Parkville, VIC 3052, Australia
| | - Toby Mansell
- Murdoch Children's Research Institute, Royal Children's Hospital, 50 Flemington Rd, Parkville, VIC 3052, Australia; Department of Paediatrics, University of Melbourne, Grattan Street, Parkville, VIC 3010, Australia
| | - Peter D Sly
- Child Health Research Centre, The University of Queensland, 62 Graham St, South Brisbane, QLD 4101, Australia
| | - Peter Vuillermin
- Deakin University, IMPACT - the Institute for Mental and Physical Health and Clinical Translation, School of Medicine, Barwon Health, 299 Ryrie Street, Geelong, VIC 3220, Australia; Barwon Health, Bellerine St, Geelong, VIC 3220, Australia
| | - Sarath Ranganathan
- Murdoch Children's Research Institute, Royal Children's Hospital, 50 Flemington Rd, Parkville, VIC 3052, Australia
| | - Anne-Louise Ponsonby
- Florey Institute for Neuroscience and Mental Health, 30 Royal Parade, Parkville, VIC 3052, Australia; Murdoch Children's Research Institute, Royal Children's Hospital, 50 Flemington Rd, Parkville, VIC 3052, Australia.
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19
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Small Intestine Bacterial Overgrowth in Bangladeshi Infants Is Associated With Growth Stunting in a Longitudinal Cohort. Am J Gastroenterol 2022; 117:167-175. [PMID: 34693912 PMCID: PMC8715995 DOI: 10.14309/ajg.0000000000001535] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/20/2021] [Accepted: 09/09/2021] [Indexed: 12/11/2022]
Abstract
INTRODUCTION Small intestine bacterial overgrowth (SIBO) is common in children from low-income countries and has been cross-sectionally associated with growth stunting. We sought to determine whether SIBO was associated with poor growth and neurodevelopmental in a longitudinal analysis. METHODS We measured SIBO by glucose hydrogen breath test (GHBT) at 18, 52, 78, and 104 weeks of life in a prospective longitudinal birth cohort of Bangladeshi children. Sociodemographic information and measures of enteric inflammation were analyzed as covariates. Diarrheal samples were tested for enteropathogens using polymerase chain reaction. Regression models were created using standardized mean GHBT area under the H2 curve (AUC) to determine associations with linear growth and cognitive, language, and motor scores on the Bayley-III Scales of Infant and Toddler Development at 2 years. We also investigated associations between GHBT AUC and enteropathogen exposure. RESULTS A 1-ppm increase in standardized mean GHBT AUC was associated with a 0.01-SD decrease in length-for-age Z score (P = 0.03) and a 0.11-point decrease in Bayley language score (P = 0.05) at 2 years of age in adjusted analysis. Enteroaggregative Escherichia coli, Enteropathogenic Escherichia coli, Giardia, and Enterocytozoon bieneusi were associated with increased GHBT AUC, whereas Clostridium difficile, norovirus GI, sapovirus, rotavirus, and Cryptosporidium were associated with decreased GHBT AUC. None were consistent across all 4 time points. DISCUSSION SIBO in the first 2 years of life is associated with growth stunting and decreased language ability in Bangladeshi infants and may represent a modifiable risk factor in poor growth and neurodevelopment in low-income countries.
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20
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Tiozzo C, Mukhopadhyay S. Noninfectious influencers of early-onset sepsis biomarkers. Pediatr Res 2022; 91:425-431. [PMID: 34802035 PMCID: PMC8818022 DOI: 10.1038/s41390-021-01861-4] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/21/2021] [Revised: 10/30/2021] [Accepted: 11/05/2021] [Indexed: 01/21/2023]
Abstract
Diagnostic tests for sepsis aim to either detect the infectious agent (such as microbiological cultures) or detect host markers that commonly change in response to an infection (such as C-reactive protein). The latter category of tests has advantages compared to culture-based methods, including a quick turnaround time and in some cases lower requirements for blood samples. They also provide information on the immune response of the host, a critical determinant of clinical outcome. However, they do not always differentiate nonspecific host inflammation from true infection and can inadvertently lead to antibiotic overuse. Multiple noninfectious conditions unique to neonates in the first days after birth can lead to inflammatory marker profiles that mimic those seen among infected infants. Our goal was to review noninfectious conditions and patient characteristics that alter host inflammatory markers commonly used for the diagnosis of early-onset sepsis. Recognizing these conditions can focus the use of biomarkers on patients most likely to benefit while avoiding scenarios that promote false positives. We highlight approaches that may improve biomarker performance and emphasize the need to use patient outcomes, in addition to conventional diagnostic performance analysis, to establish clinical utility.
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Affiliation(s)
- Caterina Tiozzo
- Division of Neonatology, Department of Pediatrics, New York University, Langone Health, New York City, New York, United States
| | - Sagori Mukhopadhyay
- Division of Neonatology, Department of Pediatrics, Children's Hospital of Philadelphia, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA. .,Center for Pediatric Clinical Effectiveness, Children's Hospital of Philadelphia, Philadelphia, PA, USA.
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21
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Donowitz JR, Drew J, Taniuchi M, Platts-Mills JA, Alam M, Ferdous T, Shama T, Islam MO, Kabir M, Nayak U, Haque R, Petri WA. Diarrheal Pathogens Associated With Growth and Neurodevelopment. Clin Infect Dis 2021; 73:e683-e691. [PMID: 33399861 PMCID: PMC8326554 DOI: 10.1093/cid/ciaa1938] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2020] [Accepted: 01/04/2021] [Indexed: 12/19/2022] Open
Abstract
Background Diarrheal pathogens have been associated with linear growth deficits. The effect of diarrheal pathogens on growth is likely due to inflammation, which also adversely affects neurodevelopment. We hypothesized that diarrheagenic pathogens would be negatively associated with both growth and neurodevelopment. Methods We conducted a longitudinal birth cohort study of 250 children with diarrheal surveillance and measured pathogen burden in diarrheal samples using quantitative polymerase chain reaction. Pathogen attributable fraction estimates of diarrhea over the first 2 years of life, corrected for socioeconomic variables, were used to predict both growth and scores on the Bayley-III Scales of Infant and Toddler Development. Results One hundred eighty children were analyzed for growth and 162 for neurodevelopmental outcomes. Rotavirus, Campylobacter, and Shigella were the leading causes of diarrhea in year 1 while Shigella, Campylobacter, and heat-stable toxin–producing enterotoxigenic Escherichia coli were the leading causes in year 2. Norovirus was the only pathogen associated with length-for-age z score at 24 months and was positively associated (regression coefficient [RC], 0.42 [95% confidence interval {CI}, .04 to .80]). Norovirus (RC, 2.46 [95% CI, .05 to 4.87]) was also positively associated with cognitive scores while sapovirus (RC, –2.64 [95% CI, –4.80 to –.48]) and typical enteropathogenic E. coli (RC, –4.14 [95% CI, –8.02 to –.27]) were inversely associated. No pathogens were associated with language or motor scores. Significant maternal, socioeconomic, and perinatal predictors were identified for both growth and neurodevelopment. Conclusions Maternal, prenatal, and socioeconomic factors were common predictors of growth and neurodevelopment. Only a limited number of diarrheal pathogens were associated with these outcomes.
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Affiliation(s)
- Jeffrey R Donowitz
- Division of Pediatric Infectious Diseases, Children's Hospital of Richmond at Virginia Commonwealth University, Richmond, Virginia, USA.,Division of Infectious Diseases and International Health, University of Virginia, Charlottesville, Virginia, USA
| | - Jeannie Drew
- Division of Infectious Diseases and International Health, University of Virginia, Charlottesville, Virginia, USA
| | - Mami Taniuchi
- Division of Infectious Diseases and International Health, University of Virginia, Charlottesville, Virginia, USA
| | - James A Platts-Mills
- Division of Infectious Diseases and International Health, University of Virginia, Charlottesville, Virginia, USA
| | - Masud Alam
- Division of Parasitology, International Centre for Diarrhoeal Disease Research, Bangladesh , Dhaka, Bangladesh
| | - Tahsin Ferdous
- Division of Parasitology, International Centre for Diarrhoeal Disease Research, Bangladesh , Dhaka, Bangladesh
| | - Talat Shama
- Division of Parasitology, International Centre for Diarrhoeal Disease Research, Bangladesh , Dhaka, Bangladesh
| | - Md Ohedul Islam
- Division of Parasitology, International Centre for Diarrhoeal Disease Research, Bangladesh , Dhaka, Bangladesh
| | - Mamun Kabir
- Division of Parasitology, International Centre for Diarrhoeal Disease Research, Bangladesh , Dhaka, Bangladesh
| | - Uma Nayak
- Department of Public Health Sciences and Center for Public Health Genomics, University of Virginia, Charlottesville, Virginia, USA
| | - Rashidul Haque
- Division of Parasitology, International Centre for Diarrhoeal Disease Research, Bangladesh , Dhaka, Bangladesh
| | - William A Petri
- Division of Infectious Diseases and International Health, University of Virginia, Charlottesville, Virginia, USA
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22
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Conroy AL, Opoka RO, Bangirana P, Namazzi R, Okullo AE, Georgieff MK, Cusick S, Idro R, Ssenkusu JM, John CC. Parenteral artemisinins are associated with reduced mortality and neurologic deficits and improved long-term behavioral outcomes in children with severe malaria. BMC Med 2021; 19:168. [PMID: 34315456 PMCID: PMC8317420 DOI: 10.1186/s12916-021-02033-1] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/03/2021] [Accepted: 06/11/2021] [Indexed: 11/22/2022] Open
Abstract
BACKGROUND In 2011, the World Health Organization recommended injectable artesunate as the first-line therapy for severe malaria (SM) due to its superiority in reducing mortality compared to quinine. There are limited data on long-term clinical and neurobehavioral outcomes after artemisinin use for treatment of SM. METHODS From 2008 to 2013, 502 Ugandan children with two common forms of SM, cerebral malaria and severe malarial anemia, were enrolled in a prospective observational study assessing long-term neurobehavioral and cognitive outcomes following SM. Children were evaluated a week after hospital discharge, and 6, 12, and 24 months of follow-up, and returned to hospital for any illness. In this study, we evaluated the impact of artemisinin derivatives on survival, post-discharge hospital readmission or death, and neurocognitive and behavioral outcomes over 2 years of follow-up. RESULTS 346 children received quinine and 156 received parenteral artemisinin therapy (artemether or artesunate). After adjustment for disease severity, artemisinin derivatives were associated with a 78% reduction in in-hospital mortality (adjusted odds ratio, 0.22; 95% CI, 0.07-0.67). Among cerebral malaria survivors, children treated with artemisinin derivatives also had reduced neurologic deficits at discharge (quinine, 41.7%; artemisinin derivatives, 23.7%, p=0.007). Over a 2-year follow-up, artemisinin derivatives as compared to quinine were associated with better adjusted scores (negative scores better) in internalizing behavior and executive function in children irrespective of the age at severe malaria episode. After adjusting for multiple comparisons, artemisinin derivatives were associated with better adjusted scores in behavior and executive function in children <6 years of age at severe malaria exposure following adjustment for child age, sex, socioeconomic status, enrichment in the home environment, and the incidence of hospitalizations over follow-up. Children receiving artesunate had the greatest reduction in mortality and benefit in behavioral outcomes and had reduced inflammation at 1-month follow-up compared to children treated with quinine. CONCLUSIONS Treatment of severe malaria with artemisinin derivatives, particularly artesunate, results in reduced in-hospital mortality and neurologic deficits in children of all ages, reduced inflammation following recovery, and better long-term behavioral outcomes. These findings suggest artesunate has long-term beneficial effects in children surviving severe malaria.
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Affiliation(s)
- Andrea L Conroy
- Ryan White Center for Pediatric Infectious Disease and Global Health, Indiana University School of Medicine, R4 402C 1044 West Walnut St, Indianapolis, IN, 46202, USA.
| | - Robert O Opoka
- Department of Paediatrics and Child Health, Makerere University College of Health Sciences, Kampala, Uganda
| | - Paul Bangirana
- Department of Psychiatry, Makerere University College of Health Sciences, Kampala, Uganda
| | - Ruth Namazzi
- Department of Paediatrics and Child Health, Makerere University College of Health Sciences, Kampala, Uganda
| | - Allen E Okullo
- Clinical Epidemiology Unit, Makerere University College of Health Sciences, Kampala, Uganda
| | | | - Sarah Cusick
- Department of Pediatrics, University of Minnesota, Minneapolis, MN, USA
| | - Richard Idro
- Department of Paediatrics and Child Health, Makerere University College of Health Sciences, Kampala, Uganda
| | - John M Ssenkusu
- Department of Epidemiology and Biostatistics, Makerere University School of Public Health, Kampala, Uganda
| | - Chandy C John
- Ryan White Center for Pediatric Infectious Disease and Global Health, Indiana University School of Medicine, R4 402C 1044 West Walnut St, Indianapolis, IN, 46202, USA.,Division of Global Pediatrics, University of Minnesota Medical School, Minneapolis, USA
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23
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Connery AK, Lamb MM, Colbert AM, Bauer D, Hernández S, Arroyave P, Martínez MA, Barrios EE, El Sahly HM, Paniagua-Avila A, Calvimontes M, Bolaños GA, Olson D, Asturias EJ, Munoz FM. Parent Report of Health Related Quality of Life in Young Children in Rural Guatemala: Implementation, Reliability, and Validity of the PedsQL in Stunting and Wasting. Glob Pediatr Health 2021; 8:2333794X21991028. [PMID: 33614851 PMCID: PMC7868501 DOI: 10.1177/2333794x21991028] [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] [Subscribe] [Scholar Register] [Received: 11/25/2020] [Accepted: 01/07/2021] [Indexed: 11/16/2022] Open
Abstract
In this study, we review the implementation, reliability, and validity of the Pediatric Quality of Life Inventory (PedsQL), a measure of health-related quality of life, in young children in rural Guatemala. Mothers of 842 children (age range = 1-60 months) completed the PedsQL Generic Core Scales 4.0 serially for 1 year. Low (Pearson’s r = 0.28, P < .0001) to moderate (Pearson’s r = 0.65, P < .0001) consistency in responding over time was shown. The PedsQL did not discriminate reliably between healthy children and those with stunting or wasting. PedsQL scores were not lower during the time of an acute illness. While we found low to moderate evidence for the reliability of the PedsQL in healthy children, it did not discriminate between healthy children and those with stunting, wasting or other acute illness.
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Affiliation(s)
- Amy K Connery
- Children's Hospital Colorado, Aurora, CO, USA.,University of Colorado School of Medicine, Aurora, CO, USA
| | - Molly M Lamb
- Colorado School of Public Health, Aurora, CO, USA
| | - Alison M Colbert
- Children's Hospital Colorado, Aurora, CO, USA.,University of Colorado School of Medicine, Aurora, CO, USA
| | | | - Sara Hernández
- Fundación para la Salud Integral de los Guatemaltecos, Retalhuleu, Guatemala
| | - Paola Arroyave
- Fundación para la Salud Integral de los Guatemaltecos, Retalhuleu, Guatemala
| | | | | | - Hana M El Sahly
- Department of Molecular Virology and Microbiology, Baylor College of Medicine
| | | | - Mirella Calvimontes
- Fundación para la Salud Integral de los Guatemaltecos, Retalhuleu, Guatemala
| | | | - Daniel Olson
- Children's Hospital Colorado, Aurora, CO, USA.,University of Colorado School of Medicine, Aurora, CO, USA.,Colorado School of Public Health, Aurora, CO, USA
| | - Edwin J Asturias
- Children's Hospital Colorado, Aurora, CO, USA.,University of Colorado School of Medicine, Aurora, CO, USA.,Colorado School of Public Health, Aurora, CO, USA
| | - Flor M Munoz
- Department of Molecular Virology and Microbiology, Baylor College of Medicine.,Department of Pediatrics, Baylor College of Medicine, Houston, TX, USA
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24
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Abstract
This study evaluated whether children with higher adverse childhood experiences (ACE) scores had alterations in immune cell gene expression profiles. RNA sequencing was conducted on dried blood spot samples from 37 generally healthy English-speaking children (age 5-11) who were recruited from well-child visits at a university-affiliated pediatric practice. The Whole Child Assessment was used to assess ACE exposure. Primary analyses examined an a priori-specified composite of 19 pro-inflammatory gene transcripts. Secondary analyses examined a 34-gene composite assessing Type I interferon response, and used Transcript Origin Analyses to identify cellular mechanisms. After controlling for age, body mass index percentile, sex, race/ethnicity, current insurance status, and household smoking exposure, pro-inflammatory gene expression was elevated by 0.094 log2 RNA expression units with each Child-ACE total score point (p = .019). Type I interferon gene expression was similarly upregulated (0.103; p = .008). Transcript origin analyses implicated CD8+ T cell as the primary sources of gene transcripts upregulated, and nonclassical (CD16+) monocytes as sources of downregulated transcripts. These preliminary analyses suggest that parent-reported ACE exposures are associated with increased expression of both inflammatory and interferon gene transcripts in children's circulating blood cells.
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25
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Cameron L, Chase C, Haque S, Joseph G, Pinto R, Wang Q. Childhood stunting and cognitive effects of water and sanitation in Indonesia. ECONOMICS AND HUMAN BIOLOGY 2021; 40:100944. [PMID: 33316572 DOI: 10.1016/j.ehb.2020.100944] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/15/2019] [Revised: 09/08/2020] [Accepted: 11/02/2020] [Indexed: 06/12/2023]
Abstract
Close to 100 million Indonesians lack access to improved sanitation, while 33 million live without improved drinking water. Indonesia is home to the second largest number of open defecators in the world, behind India. Repeated exposure to fecal pathogens, especially common in areas where open defecation is practiced, can cause poor absorption and nutrient loss through diarrhea and poor gut function, leading to undernutrition, growth stunting and irreversible impairment of health, development, learning and earnings - the effects of which outlast a lifetime. Using data from a sample of over six thousand children in the Indonesia Family Life Survey (IFLS), a household socioeconomic panel representative of over 80 percent of the Indonesian population, we examine the relationship between poor household and community water and sanitation services and childhood stunting and cognitive development. We find that children living in households that have access to improved sanitation when they are under 2 years of age are approximately 5 percentage points less likely to end up being stunted. Community rates of sanitation are also important. Children living in open defecation free communities during this critical development window are more than 10 percentage points less likely to be stunted, than children in communities where all other households defecate in the open. Further, cognitive test scores are adversely affected by open defecation. These findings suggest that owning a toilet and living in a community where most of one's neighbors own a toilet are important drivers of child growth and development.
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Affiliation(s)
- Lisa Cameron
- Melbourne Institute of Applied Economic and Social Research, Level 5, FBE Building, 111 Barry St, University of Melbourne, Vic, 3010, Australia.
| | - Claire Chase
- World Bank, Water Global Practice, United States.
| | - Sabrina Haque
- Rollins School of Public Health, Emory University, United States.
| | | | | | - Qiao Wang
- World Bank, Water Global Practice, United States.
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Lang J, McKie J, Smith H, McLaughlin A, Gillberg C, Shiels PG, Minnis H. Adverse childhood experiences, epigenetics and telomere length variation in childhood and beyond: a systematic review of the literature. Eur Child Adolesc Psychiatry 2020; 29:1329-1338. [PMID: 30968208 PMCID: PMC7501093 DOI: 10.1007/s00787-019-01329-1] [Citation(s) in RCA: 59] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/15/2018] [Accepted: 04/01/2019] [Indexed: 12/26/2022]
Abstract
A systematic review following PRISMA guidelines was conducted to answer the question: What epigenetic, telomeric and associated biological changes are associated with exposure to adverse childhood experiences (ACEs) in the under 12s? Using PRISMA guidelines, appropriate databases were searched. 190 papers were returned with 38 articles fully reviewed. Articles were each independently quality rated by two authors using the Crowe Critical Appraisal Tool and data were extracted. Of the 38 articles, 23 were rated as very high quality. Most study participants were adults (n = 7769) with n = 727 child participants. Only seven of the very/high-quality studies were prospective and involved children. Methylation was the most studied method of epigenetic modification. There is some evidence supporting epigenetic modification of certain markers in participants exposed to ACEs measured in adulthood. Research is lacking on non-coding aspects of the epigenome and on coding aspects other than DNA methylation. There is some evidence of a more powerful effect on telomere length if physical neglect was involved. Much further work is required to model biological and psychological effects of epigenetic changes during childhood using prospective study designs. The effect of ACEs on the cellular ageing process during childhood is inadequately investigated and relies solely on measure of telomere length. Future research suggestions are proposed.
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Affiliation(s)
- Jason Lang
- Institute of Health and Wellbeing, MVLS, University of Glasgow, Glasgow, UK.
| | - Judith McKie
- NHS Lanarkshire Child and Adolescent Mental Health Services for Learning Disability, Motherwell, UK
| | - Helen Smith
- NHS Greater Glasgow and Clyde Forensic CAMHS Team, Glasgow, UK
| | - Angela McLaughlin
- Department of Clinical Psychology, University of Edinburgh, Edinburgh, UK
| | - Christopher Gillberg
- Institute of Health and Wellbeing, MVLS, University of Glasgow, Glasgow, UK
- Gillberg Neuropsychiatry Centre, University of Gothenburg, Gothenburg, Sweden
| | - Paul G Shiels
- Institute of Cancer Sciences, MVLS, University of Glasgow, Glasgow, UK
| | - Helen Minnis
- Institute of Health and Wellbeing, MVLS, University of Glasgow, Glasgow, UK
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Arndt MB, Cantera JL, Mercer LD, Kalnoky M, White HN, Bizilj G, Boyle DS, de Hostos EL, Choy RKM. Validation of the Micronutrient and Environmental Enteric Dysfunction Assessment Tool and evaluation of biomarker risk factors for growth faltering and vaccine failure in young Malian children. PLoS Negl Trop Dis 2020; 14:e0008711. [PMID: 32997666 PMCID: PMC7549819 DOI: 10.1371/journal.pntd.0008711] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2019] [Revised: 10/12/2020] [Accepted: 08/13/2020] [Indexed: 12/31/2022] Open
Abstract
Environmental enteric dysfunction (EED) is an intestinal disorder common among children in low-resource settings and is associated with increased risk of growth stunting, cognitive deficits, and reduced oral vaccine immunogenicity. The Micronutrient and EED Assessment Tool (MEEDAT) is a multiplexed immunoassay that measures biomarkers previously associated with child growth faltering and/or oral vaccine immunogenicity: intestinal fatty acid–binding protein (I-FABP), soluble CD14 (sCD14), insulin-like growth factor 1 (IGF-1), and fibroblast growth factor 21 (FGF21). MEEDAT also measures systemic inflammation (α1-acid glycoprotein, C-reactive protein), ferritin, soluble transferrin receptor, retinol binding protein 4, thyroglobulin, and Plasmodium falciparum antigenemia (histidine-rich protein 2). The performance of MEEDAT was compared with commercially available enzyme-linked immunosorbent assays (ELISAs) using 300 specimens from Malian infant clinical trial participants. Regression methods were used to test if MEEDAT biomarkers were associated with seroconversion to meningococcal A conjugate vaccine (MenAV), yellow fever vaccine (YFV), and pentavalent rotavirus vaccine (PRV) after 28 days, or with growth faltering over 12 weeks. The Pearson correlations between the MEEDAT and ELISA results were 0.97, 0.86, 0.80, and 0.97 for serum I-FABP, sCD14, IGF-1, and FGF21, respectively. There were significant associations between I-FABP concentration and the probability of PRV IgG seroconversion and between IGF-1 concentration and the probability of YFV seroconversion. In multivariable models neither association remained significant, however there was a significant negative association between AGP concentration and YFV seroconversion. GLP-2 and sCD14 concentrations were significantly negatively associated with 12-week change in weight-for-age z-score and weight-for-height z-score in multivariable models. MEEDAT performed well in comparison to commercially-available ELISAs for the measurement of four analytes for EED and growth hormone resistance. Adoption of MEEDAT in low-resource settings could help accelerate the identification of interventions that prevent or treat child stunting and interventions that boost the immunogenicity of child vaccinations. Environmental enteric dysfunction (EED) is an intestinal disorder common among children in low-resource settings and has been associated with increased risk of growth stunting, cognitive deficits, and reduced oral vaccine immunogenicity. A key challenge to identifying children with EED at highest risk of morbid sequelae is the lack of validated predictive biomarkers. Ongoing clinical studies are testing and validating EED biomarkers in child populations at risk for stunting, yet testing multiple biomarkers commonly requires specialized equipment, complex methods, resources, and considerable effort. The Micronutrient and EED Assessment Tool (MEEDAT) is a multiplexed immunoassay that measures biomarkers associated with child growth faltering and oral vaccine immunogenicity, and biomarkers indicative of systemic inflammation and micronutrient deficiencies. The performance of MEEDAT was well-correlated with commercial monoplex assays in specimens from children living in a low-resource setting in the present study. MEEDAT biomarkers were associated with growth outcomes and seroconversion in response to several vaccines. MEEDAT has the potential to reduce the time and cost of evaluating impact of interventions targeting EED.
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Affiliation(s)
- Michael B. Arndt
- PATH, Seattle, Washington, United States of America
- Department of Global Health, University of Washington, United States of America
- * E-mail:
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Namjoo I, Alavi Naeini A, Najafi M, Aghaye Ghazvini MR, Hasanzadeh A. The Relationship Between Antioxidants and Inflammation in Children With Attention Deficit Hyperactivity Disorder. Basic Clin Neurosci 2020; 11:313-321. [PMID: 32963724 PMCID: PMC7502190 DOI: 10.32598/bcn.11.2.1489.1] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2018] [Revised: 09/02/2018] [Accepted: 02/09/2020] [Indexed: 11/20/2022] Open
Abstract
Introduction Recent studies have identified Attention Deficit Hyperactivity Disorder (ADHD) as an inflammatory condition associated with immunological and oxidative responses. Therefore, it is necessary to examine these processes in these patients. The present study aimed at investigating the relationship between the dietary intake of antioxidants, Superoxide Dismutase (SOD) activity, and the serum levels of inflammatory factors in ADHD students. Methods This retrospective case-control study was conducted on 64 ADHD children aged 6 - 13 years. The demographic questionnaire, Food Frequency Questionnaire, and Baecke Physical Activity Questionnaire were used for data collection. SOD activity and the serum level of inflammatory factors (homocysteine, interleukin-6, and C-reactive Protein (CRP)) were measured in all patients. According to the CRP values, 32 patients were included in the case group (CRP≥1 mg/L) and 32 patients in the control group (0≤CRP<1 mg/L). Results There was no significant difference between the two groups in age, sex, weight, height, and body mass index. In the case group, the mean SOD activity (P=0.034), the physical activity (P=0.04), zinc intake (P=0.02), and homocysteine levels were higher than the control group (P=0.001). Of all studied variables, the best predictors were homocysteine (OR: 1.34, 95% CI: 1.082-1.670, P=0.029) and physical activity (OR: 0.85, 95% CI: 0.761-0.952, P=0.022) respectively, whereas other variables were not significant predictors. Conclusion The present study showed that the level of inflammatory factors in the case group was significantly higher than the control group. Homocysteine and physical activity can predict the inflammation status induced by CRP.
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Affiliation(s)
- Iman Namjoo
- Department of Community Nutrition, School of Nutrition and Food Sciences, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Amirmansour Alavi Naeini
- Department of Community Nutrition, School of Nutrition and Food Sciences, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Mostafa Najafi
- Department of Psychiatry, Behavioral Sciences Research Center, School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran
| | | | - Akbar Hasanzadeh
- Department of Biostatistics and Epidemiology, School of Health, Isfahan University of Medical Sciences, Isfahan, Iran
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Lin Y, Zhou J, Kumar S, Xie W, G Jensen SK, Haque R, Nelson CA, Petri WA, Ma JZ. Group penalized generalized estimating equation for correlated event-related potentials and biomarker selection. BMC Med Res Methodol 2020; 20:221. [PMID: 32867719 PMCID: PMC7457526 DOI: 10.1186/s12874-020-01103-x] [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: 11/15/2019] [Accepted: 08/16/2020] [Indexed: 11/10/2022] Open
Abstract
Background Event-related potentials (ERP) data are widely used in brain studies that measure brain responses to specific stimuli using electroencephalogram (EEG) with multiple electrodes. Previous ERP data analyses haven’t accounted for the structured correlation among observations in ERP data from multiple electrodes, and therefore ignored the electrode-specific information and variation among the electrodes on the scalp. Our objective was to evaluate the impact of early adversity on brain connectivity by identifying risk factors and early-stage biomarkers associated with the ERP responses while properly accounting for structured correlation. Methods In this study, we extend a penalized generalized estimating equation (PGEE) method to accommodate structured correlation of ERPs that accounts for electrode-specific data and to enable group selection, such that grouped covariates can be evaluated together for their association with brain development in a birth cohort of urban-dwelling Bangladeshi children. The primary ERP responses of interest in our study are N290 amplitude and the difference in N290 amplitude. Results The selected early-stage biomarkers associated with the N290 responses are representatives of enteric inflammation (days of diarrhea, MIP1b, retinol binding protein (RBP), Zinc, myeloperoxidase (MPO), calprotectin, and neopterin), systemic inflammation (IL-5, IL-10, ferritin, C Reactive Protein (CRP)), socioeconomic status (household expenditure), maternal health (mother height) and sanitation (water treatment). Conclusions Our proposed group penalized GEE estimator with structured correlation matrix can properly model the complex ERP data and simultaneously identify informative biomarkers associated with such brain connectivity. The selected early-stage biomarkers offer a potential explanation for the adversity of neurocognitive development in low-income countries and facilitate early identification of infants at risk, as well as potential pathways for intervention. Trial registration The related clinical study was retrospectively registered with https://doi.org/ClinicalTrials.gov, identifier NCT01375647, on June 3, 2011.
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Affiliation(s)
- Ye Lin
- University of Virginia, Charlottesville, US
| | | | - Swapna Kumar
- Harvard University, Cambridge, US.,Boston Children's Hospital, Boston, US
| | - Wanze Xie
- Harvard University, Cambridge, US.,Boston Children's Hospital, Boston, US
| | - Sarah K G Jensen
- Harvard University, Cambridge, US.,Boston Children's Hospital, Boston, US
| | - Rashidul Haque
- International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh
| | | | | | - Jennie Z Ma
- University of Virginia, Charlottesville, US.
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Turesky T, Xie W, Kumar S, Sliva DD, Gagoski B, Vaughn J, Zöllei L, Haque R, Kakon SH, Islam N, Petri WA, Nelson CA, Gaab N. Relating anthropometric indicators to brain structure in 2-month-old Bangladeshi infants growing up in poverty: A pilot study. Neuroimage 2020; 210:116540. [PMID: 31945509 PMCID: PMC7068701 DOI: 10.1016/j.neuroimage.2020.116540] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2019] [Revised: 11/06/2019] [Accepted: 01/10/2020] [Indexed: 01/03/2023] Open
Abstract
Anthropometric indicators, including stunting, underweight, and wasting, have previously been associated with poor neurocognitive outcomes. This link may exist because malnutrition and infection, which are known to affect height and weight, also impact brain structure according to animal models. However, a relationship between anthropometric indicators and brain structural measures has not been tested yet, perhaps because stunting, underweight, and wasting are uncommon in higher-resource settings. Further, with diminished anthropometric growth prevalent in low-resource settings, where biological and psychosocial hazards are most severe, one might expect additional links between measures of poverty, anthropometry, and brain structure. To begin to examine these relationships, we conducted an MRI study in 2-3-month-old infants growing up in the extremely impoverished urban setting of Dhaka, Bangladesh. The sample size was relatively small because the challenges of investigating infant brain structure in a low-resource setting needed to be realized and resolved before introducing a larger cohort. Initially, fifty-four infants underwent T1 sequences using 3T MRI, and resulting structural images were segmented into gray and white matter maps, which were carefully evaluated for accurate tissue labeling by a pediatric neuroradiologist. Gray and white matter volumes from 29 infants (79 ± 10 days-of-age; F/M = 12/17), whose segmentations were of relatively high quality, were submitted to semi-partial correlation analyses with stunting, underweight, and wasting, which were measured using height-for-age (HAZ), weight-for-age (WAZ), and weight-for-height (WHZ) scores. Positive semi-partial correlations (after adjusting for chronological age and sex and correcting for multiple comparisons) were observed between white matter volume and HAZ and WAZ; however, WHZ was not correlated with any measure of brain volume. No associations were observed between income-to-needs or maternal education and brain volumetric measures, suggesting that measures of poverty were not associated with total brain tissue volume in this sample. Overall, these results provide the first link between diminished anthropometric growth and white matter volume in infancy. Challenges of conducting a developmental neuroimaging study in a low-resource country are also described.
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Affiliation(s)
- Ted Turesky
- Laboratories of Cognitive Neuroscience, Division of Developmental Medicine, Department of Medicine, Boston Children's Hospital, Boston, MA, United States; Harvard Medical School, Boston, MA, United States.
| | - Wanze Xie
- Laboratories of Cognitive Neuroscience, Division of Developmental Medicine, Department of Medicine, Boston Children's Hospital, Boston, MA, United States; Harvard Medical School, Boston, MA, United States
| | - Swapna Kumar
- Laboratories of Cognitive Neuroscience, Division of Developmental Medicine, Department of Medicine, Boston Children's Hospital, Boston, MA, United States
| | - Danielle D Sliva
- Department of Neuroscience, Brown University, Providence, RI, United States
| | - Borjan Gagoski
- Department of Radiology, Harvard Medical School, Boston, MA, United States; Fetal Neonatal Neuroimaging and Developmental Science Center, Boston Children's Hospital, Boston, MA, United States
| | - Jennifer Vaughn
- Department of Radiology, Harvard Medical School, Boston, MA, United States
| | - Lilla Zöllei
- A.A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Boston, MA, United States
| | - Rashidul Haque
- The International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh
| | | | - Nazrul Islam
- National Institute of Neuroscience and Hospital, Dhaka, Bangladesh
| | - William A Petri
- Division of Infectious Diseases and International Health, Department of Medicine, School of Medicine, University of Virginia, Charlottesville, VA, United States
| | - Charles A Nelson
- Laboratories of Cognitive Neuroscience, Division of Developmental Medicine, Department of Medicine, Boston Children's Hospital, Boston, MA, United States; Harvard Medical School, Boston, MA, United States; Harvard Graduate School of Education, Cambridge, MA, United States
| | - Nadine Gaab
- Laboratories of Cognitive Neuroscience, Division of Developmental Medicine, Department of Medicine, Boston Children's Hospital, Boston, MA, United States; Harvard Medical School, Boston, MA, United States
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Xie W, Kumar S, Kakon SH, Haque R, Petri WA, Nelson CA. Chronic inflammation is associated with neural responses to faces in bangladeshi children. Neuroimage 2019; 202:116110. [PMID: 31449973 PMCID: PMC6853162 DOI: 10.1016/j.neuroimage.2019.116110] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2019] [Revised: 07/18/2019] [Accepted: 08/18/2019] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND Early exposure to inflammation in childhood is increasingly recognized as one of the major factors that hinder millions of children worldwide from meeting their full developmental potential. The current study examined the association between systemic inflammation and children's neural responses to facial stimuli and explored if this activity mediated the relation between inflammation and cognitive outcomes. METHOD Two separate cohorts of children living in an urban slum in Dhaka, Bangladesh who are at high-risk for sustained inflammation were recruited in this study. The concentration of C-reactive protein (CRP) in blood samples served as our index of inflammation. Blood samples were collected once at 18 weeks for the younger (infant) cohort (N = 125) and at 6, 18, 40, 53, and 104 weeks for the older (toddler) cohort (N = 120). Event-related potentials (ERPs) were also recorded separately for the two cohorts: at 6 months for the younger cohort (N = 48) and at 36 months for the older cohort (N = 93), using a face-oddball paradigm in which standard and oddball faces were presented. Cognitive outcomes were evaluated with Mullen Scales of Early Learning (MSEL) at 27 months for the younger cohort (N = 98) and with Wechsler Preschool and Primary Scale of Intelligence (WPPSI) at 48 months for the older cohort (N = 124). RESULTS For the older toddler cohort, the P400 and Nc amplitude differences between the two types of stimuli were found to be associated with the frequency of elevated CRP such that more episodes of elevated CRP corresponded to smaller P400 and Nc differences between the two conditions. In addition, the P400 and Nc differences were both found to mediate the relation between inflammation and performance IQ scores. For the younger infant cohort, the participants showed differentiated N290 response to the two types of stimuli, but no association between the ERP response and CRP concentration was found. CONCLUSIONS These findings suggest that chronic systemic inflammation has a long-term impact on children's brain functioning and cognitive development. The neural circuitries associated with social attention and recognition memory of faces may be potential pathways by which inflammation exerts its effect on cognitive development.
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Affiliation(s)
- Wanze Xie
- Boston Children's Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA.
| | | | | | | | - William A Petri
- University of Virginia, Infectious Diseases & International Health, Charlottesville, VA, USA
| | - Charles A Nelson
- Boston Children's Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA; Harvard Graduate School of Education, Cambridge, MA, USA.
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Lee B, Carmolli M, Dickson DM, Colgate ER, Diehl SA, Uddin MI, Islam S, Hossain M, Rafique TA, Bhuiyan TR, Alam M, Nayak U, Mychaleckyj JC, McNeal MM, Petri WA, Qadri F, Haque R, Kirkpatrick BD. Rotavirus-Specific Immunoglobulin A Responses Are Impaired and Serve as a Suboptimal Correlate of Protection Among Infants in Bangladesh. Clin Infect Dis 2019; 67:186-192. [PMID: 29394355 PMCID: PMC6030840 DOI: 10.1093/cid/ciy076] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2017] [Accepted: 01/27/2018] [Indexed: 01/04/2023] Open
Abstract
Background Rotavirus (RV)–specific immunoglobulin A (IgA) responses following oral RV vaccination are impaired in low-income countries, where the utility of RV-IgA as a correlate of protection (CoP) remains unclear. In a monovalent oral RV vaccine (Rotarix) efficacy trial among infants in Dhaka, Bangladesh, we identified factors associated with poor RV-IgA responses and explored the utility of RV-IgA as a CoP. Methods Infants were randomized to receive Rotarix or no Rotarix at 10 and 17 weeks of life and followed with active diarrheal surveillance. RV-IgA concentration, seroconversion, and seropositivity were determined at 18 weeks of life and analyzed for correlation(s) with rotavirus diarrhea (RVD) and for contribution to Rotarix vaccine effect. Results Among vaccinated infants, overall RV-IgA geometric mean concentration was 21 U/mL; only 27% seroconverted and 32% were seropositive after vaccination. Increased RV-specific maternal antibodies significantly impaired immunogenicity. Seroconversion was associated with reduced risk of RVD through 1 year of life, but RV-IgA seropositivity only explained 7.8% of the vaccine effect demonstrated by the clinical endpoint (RVD). Conclusions RV-IgA responses were low among infants in Bangladesh and were significantly impaired by maternal antibodies. RV-IgA is a suboptimal CoP in this setting; an improved CoP for RV in low-income countries is needed. Clinical Trials Registration NCT01375647.
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Affiliation(s)
- Benjamin Lee
- Department of Pediatrics, Vaccine Testing Center, University of Vermont Larner College of Medicine, Burlington
- Correspondence: B. Lee, University of Vermont Vaccine Testing Center, Department of Pediatrics, University of Vermont Larner College of Medicine, 89 Beaumont Ave, Given C219, Burlington, VT 05405 ()
| | - Marya Carmolli
- Department of Medicine, Vaccine Testing Center, University of Vermont Larner College of Medicine, Burlington
| | - Dorothy M Dickson
- Department of Medicine, Vaccine Testing Center, University of Vermont Larner College of Medicine, Burlington
| | - E Ross Colgate
- Department of Medicine, Vaccine Testing Center, University of Vermont Larner College of Medicine, Burlington
| | - Sean A Diehl
- Department of Medicine, Vaccine Testing Center, University of Vermont Larner College of Medicine, Burlington
| | | | - Shahidul Islam
- International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh
| | - Motaher Hossain
- International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh
| | | | | | - Masud Alam
- International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh
| | - Uma Nayak
- Center for Public Health Genomics and Department of Public Health Sciences, University of Virginia, Charlottesville
| | - Josyf C Mychaleckyj
- Center for Public Health Genomics and Department of Public Health Sciences, University of Virginia, Charlottesville
| | - Monica M McNeal
- Laboratory of Specialized Clinical Studies, Cincinnati Children’s Hospital Medical Center, Ohio
| | - William A Petri
- Division of Infectious Diseases and International Health, University of Virginia, Charlottesville
| | - Firdausi Qadri
- International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh
| | - Rashidul Haque
- International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh
| | - Beth D Kirkpatrick
- Department of Medicine, Vaccine Testing Center, University of Vermont Larner College of Medicine, Burlington
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Louis-Auguste J, Besa E, Zyambo K, Munkombwe D, Banda R, Banda T, Watson A, Mayneris-Perxachs J, Swann J, Kelly P. Tryptophan, glutamine, leucine, and micronutrient supplementation improves environmental enteropathy in Zambian adults: a randomized controlled trial. Am J Clin Nutr 2019; 110:1240-1252. [PMID: 31504110 PMCID: PMC6821547 DOI: 10.1093/ajcn/nqz189] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2019] [Accepted: 07/18/2019] [Indexed: 01/10/2023] Open
Abstract
BACKGROUND Environmental enteropathy (EE) refers to villus blunting, reduced absorption, and microbial translocation in children and adults in tropical or deprived residential areas. In previous work we observed an effect of micronutrients on villus height (VH). OBJECTIVE We aimed to determine, in a randomized controlled trial, if amino acid (AA) or multiple micronutrient (MM) supplementation can improve intestinal structure or barrier dysfunction in Zambian adults with EE. METHODS AA (tryptophan, leucine, and glutamine) and/or MM supplements were given for 16 wk in a 2 × 2 factorial comparison against placebo. Primary outcomes were changes in VH, in vivo small intestinal barrier dysfunction assessed by confocal laser endomicroscopy (CLE), and mechanistic (or mammalian) target of rapamycin complex 1 (MTORC1) nutrient responsiveness in lamina propria CD4+ lymphocytes. RESULTS Over 16 wk AA, but not MM, supplementation increased VH by 16% (34.5 μm) compared with placebo (P = 0.04). Fluorescein leak, measured by CLE, improved only in those allocated to both AA and MM supplementation. No effect was seen on MTORC1 activation, but posttreatment MTORC1 and VH were correlated (ρ = 0.51; P = 0.001), and change in MTORC1 was correlated with change in VH in the placebo group (ρ = 0.63; P = 0.03). In secondary analyses no effect was observed on biomarkers of microbial translocation. Metabolomic analyses suggest alterations in a number of microbial- and host-derived metabolites including the leucine metabolite β-hydroxy-β-methylbutyrate, which was increased by AA supplementation and correlated with VH. CONCLUSIONS In this phase 2 trial, AA supplementation protected against a decline in VH over the supplementation period, and improved barrier function when combined with micronutrients. Leucine and MTORC1 metabolism may be involved in the mechanism of effect. This trial was registered at www.pactr.org as PACTR201505001104412.
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Affiliation(s)
- John Louis-Auguste
- Blizard Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London, United Kingdom,Tropical Gastroenterology & Nutrition Group, University of Zambia School of Medicine, Lusaka, Zambia
| | - Ellen Besa
- Tropical Gastroenterology & Nutrition Group, University of Zambia School of Medicine, Lusaka, Zambia
| | - Kanekwa Zyambo
- Tropical Gastroenterology & Nutrition Group, University of Zambia School of Medicine, Lusaka, Zambia
| | - Derick Munkombwe
- Department of Pharmacy, School of Health Sciences, University of Zambia, Lusaka, Zambia
| | - Rosemary Banda
- Tropical Gastroenterology & Nutrition Group, University of Zambia School of Medicine, Lusaka, Zambia
| | - Themba Banda
- Tropical Gastroenterology & Nutrition Group, University of Zambia School of Medicine, Lusaka, Zambia
| | | | - Jordi Mayneris-Perxachs
- Department of Diabetes, Endocrinology, and Nutrition, Girona Biomedical Research Institute, Dr Josep Trueta University Hospital, Centre for Physiopathology of Obesity and Nutrition (CIBEROBN), Girona, Spain,Department of Medical Sciences, Faculty of Medicine, University of Girona, Girona, Spain,Division of Integrative Systems Medicine and Digestive Diseases, Faculty of Medicine, Imperial College London, London, United Kingdom
| | - Jonathan Swann
- Division of Integrative Systems Medicine and Digestive Diseases, Faculty of Medicine, Imperial College London, London, United Kingdom
| | - Paul Kelly
- Blizard Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London, United Kingdom,Tropical Gastroenterology & Nutrition Group, University of Zambia School of Medicine, Lusaka, Zambia,Address correspondence to PK (e-mail: )
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Turesky TK, Jensen SK, Yu X, Kumar S, Wang Y, Sliva DD, Gagoski B, Sanfilippo J, Zöllei L, Boyd E, Haque R, Hafiz Kakon S, Islam N, Petri WA, Nelson CA, Gaab N. The relationship between biological and psychosocial risk factors and resting-state functional connectivity in 2-month-old Bangladeshi infants: A feasibility and pilot study. Dev Sci 2019; 22:e12841. [PMID: 31016808 PMCID: PMC6713583 DOI: 10.1111/desc.12841] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2018] [Revised: 04/16/2019] [Accepted: 04/17/2019] [Indexed: 01/25/2023]
Abstract
Childhood poverty has been associated with structural and functional alterations in the developing brain. However, poverty does not alter brain development directly, but acts through associated biological or psychosocial risk factors (e.g. malnutrition, family conflict). Yet few studies have investigated risk factors in the context of infant neurodevelopment, and none have done so in low-resource settings such as Bangladesh, where children are exposed to multiple, severe biological and psychosocial hazards. In this feasibility and pilot study, usable resting-state fMRI data were acquired in infants from extremely poor (n = 16) and (relatively) more affluent (n = 16) families in Dhaka, Bangladesh. Whole-brain intrinsic functional connectivity (iFC) was estimated using bilateral seeds in the amygdala, where iFC has shown susceptibility to early life stress, and in sensory areas, which have exhibited less susceptibility to early life hazards. Biological and psychosocial risk factors were examined for associations with iFC. Three resting-state networks were identified in within-group brain maps: medial temporal/striatal, visual, and auditory networks. Infants from extremely poor families compared with those from more affluent families exhibited greater (i.e. less negative) iFC in precuneus for amygdala seeds; however, no group differences in iFC were observed for sensory area seeds. Height-for-age, a proxy for malnutrition/infection, was not associated with amygdala/precuneus iFC, whereas prenatal family conflict was positively correlated. Findings suggest that it is feasible to conduct infant fMRI studies in low-resource settings. Challenges and practical steps for successful implementations are discussed.
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Affiliation(s)
- Ted K. Turesky
- Laboratories of Cognitive Neuroscience, Division of Developmental Medicine, Department of MedicineBoston Children’s HospitalBostonMassachusetts
- Harvard Medical SchoolBostonMassachusetts
| | - Sarah K.G. Jensen
- Laboratories of Cognitive Neuroscience, Division of Developmental Medicine, Department of MedicineBoston Children’s HospitalBostonMassachusetts
- Harvard Medical SchoolBostonMassachusetts
| | - Xi Yu
- Laboratories of Cognitive Neuroscience, Division of Developmental Medicine, Department of MedicineBoston Children’s HospitalBostonMassachusetts
- Harvard Medical SchoolBostonMassachusetts
| | - Swapna Kumar
- Laboratories of Cognitive Neuroscience, Division of Developmental Medicine, Department of MedicineBoston Children’s HospitalBostonMassachusetts
| | - Yingying Wang
- Laboratories of Cognitive Neuroscience, Division of Developmental Medicine, Department of MedicineBoston Children’s HospitalBostonMassachusetts
- Harvard Medical SchoolBostonMassachusetts
- College of Education and Human SciencesUniversity of Nebraska‐LincolnLincolnNebraska
| | - Danielle D. Sliva
- Laboratories of Cognitive Neuroscience, Division of Developmental Medicine, Department of MedicineBoston Children’s HospitalBostonMassachusetts
- Department of NeuroscienceBrown UniversityProvidenceRhode Island
| | - Borjan Gagoski
- Laboratories of Cognitive Neuroscience, Division of Developmental Medicine, Department of MedicineBoston Children’s HospitalBostonMassachusetts
- Harvard Medical SchoolBostonMassachusetts
| | - Joseph Sanfilippo
- Laboratories of Cognitive Neuroscience, Division of Developmental Medicine, Department of MedicineBoston Children’s HospitalBostonMassachusetts
| | - Lilla Zöllei
- A.A. Martinos Center for Biomedical ImagingMassachusetts General HospitalBostonMassachusetts
| | - Emma Boyd
- A.A. Martinos Center for Biomedical ImagingMassachusetts General HospitalBostonMassachusetts
| | - Rashidul Haque
- The International Centre for Diarrhoeal Disease ResearchDhakaBangladesh
| | | | - Nazrul Islam
- National Institute of Neurosciences & HospitalDhakaBangladesh
| | - William A. Petri
- Division of Infectious Diseases and International Health, Department of Medicine, School of MedicineUniversity of VirginiaCharlottesvilleVirginia
| | - Charles A. Nelson
- Laboratories of Cognitive Neuroscience, Division of Developmental Medicine, Department of MedicineBoston Children’s HospitalBostonMassachusetts
- Harvard Medical SchoolBostonMassachusetts
- Harvard Graduate School of EducationCambridgeMassachusetts
| | - Nadine Gaab
- Laboratories of Cognitive Neuroscience, Division of Developmental Medicine, Department of MedicineBoston Children’s HospitalBostonMassachusetts
- Harvard Medical SchoolBostonMassachusetts
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Black MM, Yimgang DP, Hurley KM, Harding KB, Fernandez-Rao S, Balakrishna N, Radhakrishna KV, Reinhart GA, Nair KM. Mechanisms linking height to early child development among infants and preschoolers in rural India. Dev Sci 2019; 22:e12806. [PMID: 30715779 PMCID: PMC7428854 DOI: 10.1111/desc.12806] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2018] [Revised: 10/19/2018] [Accepted: 11/30/2018] [Indexed: 01/16/2023]
Abstract
Stunting has been negatively associated with children's development. We examined the range of height by testing hypotheses: (a) height is positively associated with children's development, with associations moderated by inflammation and (b) home environments characterized by nurturance and early learning opportunities is positively associated with children's development over time and attenuate associations with height. Data included 513 infants (mean age 8.6 months) and 316 preschoolers (mean age 36.6 months) in rural India from a randomized controlled trial of multiple micronutrient powders (MNPs). Measures included height (height-for-age z-scores based on WHO standards), inflammation (C-reactive protein concentration >5 mg/L), nurturance (HOME Inventory), child development (Mullens Scales of Early Learning), and inhibitory control (preschoolers). Linear mixed effects models accounting for repeated measures, clustering, and confounders were used to assess associations between height and child development over time (infants: enrollment, 6 and 12 months; preschoolers: enrollment and 8 months). Moderating effects of inflammation and nurturance were tested with interaction terms. Among infants and preschoolers, height and nurturance were positively associated with all domains of child development over time, with the exception of inhibitory control. Among preschoolers, in the presence of inflammation, height was not associated with child development. Among infants, but not preschoolers, a nurturant home environment attenuated significant associations between height with fine motor and receptive language development. The mechanisms associated with children's development over time are multifactorial and include direct and indirect associations among nutrition, health, and the home environment, as supported by the Nurturing Care Framework.
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Affiliation(s)
- Maureen M Black
- Department of Pediatrics, University of Maryland School of Medicine, Baltimore, MD
- RTI International, Research Triangle Park, NC
| | - Doris P Yimgang
- Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, MD
| | - Kristen M Hurley
- Center for Human Nutrition, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
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36
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Moreau GB, Ramakrishnan G, Cook HL, Fox TE, Nayak U, Ma JZ, Colgate ER, Kirkpatrick BD, Haque R, Petri WA. Childhood growth and neurocognition are associated with distinct sets of metabolites. EBioMedicine 2019; 44:597-606. [PMID: 31133540 PMCID: PMC6604877 DOI: 10.1016/j.ebiom.2019.05.043] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2019] [Revised: 05/10/2019] [Accepted: 05/18/2019] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND Undernutrition is a serious global problem that contributes to increased child morbidity and mortality, impaired neurocognitive development, and decreased educational and economic attainment. Current interventions are only marginally effective, and identification of associated metabolic pathways can offer new strategies for intervention. METHODS Plasma samples were collected at 9 and 36 months from a subset of the PROVIDE child cohort (n = 130). Targeted metabolomics was performed on bile acids, acylcarnitines, amino acids, phosphatidylcholines, and sphingomyelins. Metabolic associations with linear growth and neurocognitive outcomes at four years were evaluated using correlation and penalized-linear regression analysis as well as conditional random forest modeling. FINDINGS Different metabolites were associated with growth and neurocognitive outcomes. Improved growth outcomes were associated with higher concentrations of hydroxy-sphingomyelin and essential amino acids and lower levels of acylcarnitines and bile acid conjugation. Neurocognitive scores were largely associated with phosphatidylcholine species and early metabolic indicators of inflammation. All metabolites identified explain ~45% of growth and neurocognitive variation. INTERPRETATION Growth outcomes were predominantly associated with metabolites measured early in life (9 months), many of which were biomarkers of insufficient diet, environmental enteric dysfunction, and microbiome disruption. Hydroxy-sphingomyelin was a significant predictor of improved growth. Neurocognitive outcome was predominantly associated with 36 month phosphatidylcholines and inflammatory metabolites, which may serve as important biomarkers of optimal neurodevelopment. The distinct sets of metabolites associated with growth and neurocognition suggest that intervention may require targeted approaches towards distinct metabolic pathways. FUND: Bill & Melinda Gates Foundation (OP1173478); National Institutes of Health (AI043596, CA044579).
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Affiliation(s)
- G Brett Moreau
- Division of Infectious Diseases and International Health, University of Virginia, Charlottesville, VA, USA
| | - Girija Ramakrishnan
- Division of Infectious Diseases and International Health, University of Virginia, Charlottesville, VA, USA
| | - Heather L Cook
- Department of Statistics, University of Virginia, Charlottesville, VA, USA
| | - Todd E Fox
- Department of Pharmacology, University of Virginia, Charlottesville, VA, USA
| | - Uma Nayak
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA, USA
| | - Jennie Z Ma
- Department of Public Health Sciences, University of Virginia, Charlottesville, VA, USA
| | - E Ross Colgate
- Vaccine Testing Center, Department of Microbiology and Molecular Genetics, Larner College of Medicine, University of Vermont, Burlington, VT, USA
| | - Beth D Kirkpatrick
- Vaccine Testing Center, Department of Microbiology and Molecular Genetics, Larner College of Medicine, University of Vermont, Burlington, VT, USA
| | - Rashidul Haque
- International Centre for Diarrheal Disease Research, Dhaka, Bangladesh
| | - William A Petri
- Division of Infectious Diseases and International Health, University of Virginia, Charlottesville, VA, USA.
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Child development in the context of biological and psychosocial hazards among poor families in Bangladesh. PLoS One 2019; 14:e0215304. [PMID: 31059509 PMCID: PMC6502452 DOI: 10.1371/journal.pone.0215304] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2018] [Accepted: 03/29/2019] [Indexed: 12/30/2022] Open
Abstract
It is well established that low resource environments early in life can predispose children to adverse health and compromised developmental outcomes. We explore possible mechanistic pathways underlying poor developmental outcomes in children growing up in a low resource setting in urban Bangladesh. We tested associations between psychosocial risks, namely maternal distress and poor caregiving experiences, and biological risks, namely poor growth (HAZ) and inflammation (C-reactive protein: CRP), and children’s developmental outcomes. Child development was measured using the Mullen Scales of Early Learning (MSEL) at 6 and 27 months in one cohort, and using the MSEL and Wechsler Preschool and Primary Scale of Intelligence (WPPSI) at 36 and 60 months respectively in another cohort. In the younger cohort, we found that more inflammation (estimated by the child’s CRP level at four months) predicted lower receptive language scores at 6 months, while more frequent caregiving interactions predicted higher receptive language scores at 6 months. In the older cohort, we found that at 27 months, a child’s growth measured by his or her current HAZ was positively associated with gross motor, visual reception, receptive language, and expressive language scores. In the oldest cohort, we found that higher HAZ and more frequent stimulating activities in the home predicted higher motor and language scores, whereas more inflammation (as estimated by CRP over the first two years of life) predicted lower motor scores at 36 months. At 60 months, we found that HAZ and caregiving experiences were positively associated with verbal IQ, whereas inflammation was negatively associated with verbal IQ. This work identifies malnutrition, inflammation, and caregiving as potential sites of intervention to improve neurodevelopment in children growing up in global poverty.
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Cowan M, Petri WA. Microglia: Immune Regulators of Neurodevelopment. Front Immunol 2018; 9:2576. [PMID: 30464763 PMCID: PMC6234957 DOI: 10.3389/fimmu.2018.02576] [Citation(s) in RCA: 111] [Impact Index Per Article: 15.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2018] [Accepted: 10/18/2018] [Indexed: 12/29/2022] Open
Abstract
Microglia, the tissue-resident macrophages of the central nervous system (CNS), have characterized roles in combating infection, clearing cellular debris, and maintaining tissue homeostasis. In addition to these typical immunological roles, microglia have been revealed to be active players in complex neurodevelopmental programs such as neurogenesis and synaptic pruning, during which they interact with neurons and macroglia to provide trophic support, respond to cytokine, and metabolic signals derived from the local neural environment, and drive the refinement of functional neuronal circuits. Microglia appear to be developmentally regulated by the host microbiome, and have been shown to dynamically respond to metabolic products from gut microbiota in a sex-dependent manner. Due to their constant surveillance of the brain parenchyma, involvement in development, and salient reactivity to both peripheral immune and microbiome-derived signals, microglia may additionally serve as a key cellular intermediate linking neurodevelopmental disorders such as autism and schizophrenia with microbiota influences in models of maternal immune activation (MIA). This review examines both well-established and emerging literature and perspectives on microglia in the context of neurodevelopment, with a particular emphasis on the role of the host microbiome in influencing microglial function during health and disease states.
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Affiliation(s)
- Maureen Cowan
- Department of Neuroscience, University of Virginia, Charlottesville, VA, United States
| | - William A Petri
- Division of Infectious Diseases and International Health, Department of Medicine, University of Virginia, Charlottesville, VA, United States
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39
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Wang Y, Moe CL, Teunis PFM. Children Are Exposed to Fecal Contamination via Multiple Interconnected Pathways: A Network Model for Exposure Assessment. RISK ANALYSIS : AN OFFICIAL PUBLICATION OF THE SOCIETY FOR RISK ANALYSIS 2018; 38:2478-2496. [PMID: 30053314 PMCID: PMC6282741 DOI: 10.1111/risa.13146] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/18/2018] [Revised: 05/22/2018] [Accepted: 05/27/2018] [Indexed: 05/22/2023]
Abstract
In recent decades, quantitative microbial risk assessment (QMRA) has been widely used to assess exposure to fecal microbes and associated health risks. In this study, a multipathway exposure assessment model was developed to evaluate exposure to fecal microbes for children under 5 in highly contaminated urban environments. Children had contact with various environmental compartments. The contamination levels of these compartments were estimated from fecal indicator counts in the environmental samples. Structured observations of child behavior (including activities, locations, and time) were used to model behavioral sequences as a dynamic network. The exposure model combines behavior sequences with environmental contamination, using additional exposure factors when needed, to estimate the number of fecal microbes transferred from environmental sources to human oral ingestion. As fecal exposure in a highly contaminated urban environment consists of contributions from multiple pathways, it is imperative to study their relative importance. The model helps us better understand the characteristics of the exposure pathways that may be driven by variation in contamination and by variable behavior, like hygiene and high-risk activities. Importantly, the model also allows prediction of the quantitative effects of an intervention-the expected reduction in exposure due to infrastructural or behavioral changes-by means of scenario studies. Based on experience with this exposure model, we make specific recommendations for additional studies of child behavior and exposure factors in order to fill critical information gaps and improve the model structure and assumptions.
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Affiliation(s)
- Yuke Wang
- Center of Global Safe Water, Sanitation, and Hygiene, Hubert Department of Global HealthRollins School of Public Health, Emory UniversityAtlantaGAUSA
| | - Christine L. Moe
- Center of Global Safe Water, Sanitation, and Hygiene, Hubert Department of Global HealthRollins School of Public Health, Emory UniversityAtlantaGAUSA
| | - Peter F. M. Teunis
- Center of Global Safe Water, Sanitation, and Hygiene, Hubert Department of Global HealthRollins School of Public Health, Emory UniversityAtlantaGAUSA
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40
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Inflammation-related epigenetic risk and child and adolescent mental health: A prospective study from pregnancy to middle adolescence. Dev Psychopathol 2018; 30:1145-1156. [PMID: 30068408 DOI: 10.1017/s0954579418000330] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
In 785 mother-child (50% male) pairs from a longitudinal epidemiological birth cohort, we investigated associations between inflammation-related epigenetic polygenic risk scores (i-ePGS), environmental exposures, cognitive function, and child and adolescent internalizing and externalizing problems. We examined prenatal and postnatal effects. For externalizing problems, one prenatal effect was found: i-ePGS at birth associated with higher externalizing problems (ages 7-15) indirectly through lower cognitive function (age 7). For internalizing problems, we identified two effects. For a prenatal effect, i-ePGS at birth associated with higher internalizing symptoms via continuity in i-ePGS at age 7. For a postnatal effect, higher postnatal adversity exposure (birth through age 7) associated with higher internalizing problems (ages 7-15) via higher i-ePGS (age 7). Hence, externalizing problems were related mainly to prenatal effects involving lower cognitive function, whereas internalizing problems appeared related to both prenatal and postnatal effects. The present study supports a link between i-ePGS and child and adolescent mental health.
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41
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Marie C, Ali A, Chandwe K, Petri WA, Kelly P. Pathophysiology of environmental enteric dysfunction and its impact on oral vaccine efficacy. Mucosal Immunol 2018; 11:1290-1298. [PMID: 29988114 DOI: 10.1038/s41385-018-0036-1] [Citation(s) in RCA: 38] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2017] [Revised: 04/03/2018] [Accepted: 04/11/2018] [Indexed: 02/08/2023]
Abstract
Environmental enteric dysfunction (EED) refers to a subclinical disorder of intestinal function common in tropical countries and in settings of poverty and economic disadvantage. The enteropathy that underlies this syndrome is characterized by mucosal inflammation and villus blunting mediated by T cell activation. Epithelial cell disruption and microbial translocation drive systemic inflammation. EED in young children is associated geographically with growth failure, malnutrition, and greatly impaired responses to oral vaccines, notably rotavirus and poliovirus vaccines. In this review, we describe the pathophysiology of EED and examine the evidence linking EED and oral vaccine failure. This evidence is far from conclusive. Although our understanding of EED is still sketchy, there is limited evidence of disturbed innate immunity, B cell disturbances including aggregation into lymphoid follicles, and autoantibody generation. Pathways of T cell activation and the possibility of dendritic cell anergy, which could help explain oral vaccine failure, require further work.
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Affiliation(s)
- Chelsea Marie
- The University of Virginia, Charlottesville, VA, USA
| | - Asad Ali
- Department of Pediatrics and Child Health, Aga Khan University, Karachi, Pakistan
| | - Kanta Chandwe
- Tropical Gastroenterology and Nutrition group, University of Zambia School of Medicine, Lusaka, Zambia
| | | | - Paul Kelly
- Tropical Gastroenterology and Nutrition group, University of Zambia School of Medicine, Lusaka, Zambia. .,Barts & The London School of Medicine, Queen Mary University of London, London, E1 4AT, UK.
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42
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Jiang NM, Cowan M, Moonah SN, Petri WA. The Impact of Systemic Inflammation on Neurodevelopment. Trends Mol Med 2018; 24:794-804. [PMID: 30006148 PMCID: PMC6110951 DOI: 10.1016/j.molmed.2018.06.008] [Citation(s) in RCA: 218] [Impact Index Per Article: 31.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2018] [Revised: 06/18/2018] [Accepted: 06/18/2018] [Indexed: 12/13/2022]
Abstract
Inflammatory mediators affect the brain during development. Neurodevelopmental disorders such as autism spectrum disorders, cognitive impairment, cerebral palsy, epilepsy, and schizophrenia have been linked to early life inflammation. Recent advances have shown the effects of systemic inflammation on children's neurodevelopment. We discuss the potential mechanisms by which inflammatory molecules can exert their effects on the developing brain and consider the roles of MHC class I molecules, the HPA axis, glial cells, and monoamine metabolism. Methods to prevent the effects of cytokine imbalance may lead to the development of new therapeutics for neuropsychiatric disorders. Future research should focus on identifying at-risk individuals and early effective interventions to prevent long-term neurodevelopmental disabilities.
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Affiliation(s)
- Nona M Jiang
- University of Virginia, Department of Medicine, Division of Infectious Diseases, MR4 Building Room 2115, Charlottesville, VA 22908, USA
| | - Maureen Cowan
- University of Virginia, Department of Medicine, Division of Infectious Diseases, MR4 Building Room 2115, Charlottesville, VA 22908, USA
| | - Shannon N Moonah
- University of Virginia, Department of Medicine, Division of Infectious Diseases, MR4 Building Room 2115, Charlottesville, VA 22908, USA
| | - William A Petri
- University of Virginia, Department of Medicine, Division of Infectious Diseases, MR4 Building Room 2115, Charlottesville, VA 22908, USA.
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Abstract
Malnutrition is a complex disorder, defined by an imbalance, excess, or deficiency of nutrient intake. The visible signs of malnutrition are stunted growth and wasting, but malnourished children are also more likely to have delays in neurocognitive development, vaccine failure, and susceptibility to infection. Despite malnutrition being a major global health problem, we do not yet understand the pathogenesis of this complex disorder. Although lack of food is a major contributor to childhood malnutrition, it is not the sole cause. The mother's prenatal nutritional status, enteric infections, and intestinal inflammation also contribute to the risk of childhood malnutrition and recovery. Here, we discuss another potential risk factor, host and maternal genetics, that may play a role in the risk of malnutrition via several biological pathways. Understanding the genetic risks of malnutrition may help to identify ideal targets for intervention and treatment of malnutrition.
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Affiliation(s)
- Priya Duggal
- Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland 20215, USA;
| | - William A Petri
- Division of Infectious Diseases and International Health, University of Virginia School of Medicine, Charlottesville, Virginia 22908, USA;
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44
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Donowitz JR, Cook H, Alam M, Tofail F, Kabir M, Colgate ER, Carmolli MP, Kirkpatrick BD, Nelson CA, Ma JZ, Haque R, Petri WA. Role of maternal health and infant inflammation in nutritional and neurodevelopmental outcomes of two-year-old Bangladeshi children. PLoS Negl Trop Dis 2018; 12:e0006363. [PMID: 29813057 PMCID: PMC5993301 DOI: 10.1371/journal.pntd.0006363] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2017] [Revised: 06/08/2018] [Accepted: 03/04/2018] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND Previous studies have shown maternal, inflammatory, and socioeconomic variables to be associated with growth and neurodevelopment in children from low-income countries. However, these outcomes are multifactorial and work describing which predictors most strongly influence them is lacking. METHODOLOGY/PRINCIPAL FINDINGS We conducted a longitudinal study of Bangladeshi children from birth to two years to assess oral vaccine efficacy. Variables pertaining to maternal and perinatal health, socioeconomic status, early childhood enteric and systemic inflammation, and anthropometry were collected. Bayley-III neurodevelopmental assessment was conducted at two years. As a secondary analysis, we employed hierarchical cluster and random forests techniques to identify and rank which variables predicted growth and neurodevelopment. Cluster analysis demonstrated three distinct groups of predictors. Mother's weight and length-for-age Z score (LAZ) at enrollment were the strongest predictors of LAZ at two years. Cognitive score on Bayley-III was strongly predicted by weight-for-age (WAZ) at enrollment, income, and LAZ at enrollment. Top predictors of language included Rotavirus vaccination, plasma IL 5, sCD14, TNFα, mother's weight, and male gender. Motor function was best predicted by fecal calprotectin, WAZ at enrollment, fecal neopterin, and plasma CRP index. The strongest predictors for social-emotional score included plasma sCD14, income, WAZ at enrollment, and LAZ at enrollment. Based on the random forests' predictions, the estimated percentage of variation explained was 35.4% for LAZ at two years, 34.3% for ΔLAZ, 42.7% for cognitive score, 28.1% for language, 40.8% for motor, and 37.9% for social-emotional score. CONCLUSIONS/SIGNIFICANCE Birth anthropometry and maternal weight were strong predictors of growth while enteric and systemic inflammation had stronger associations with neurodevelopment. Birth anthropometry was a powerful predictor for all outcomes. These data suggest that further study of stunting in low-income settings should include variables relating to maternal and prenatal health, while investigations focusing on neurodevelopmental outcomes should additionally target causes of systemic and enteric inflammation.
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Affiliation(s)
- Jeffrey R. Donowitz
- Division of Infectious Diseases and International Health, University of Virginia, Charlottesville, Virginia, United States of America
- Division of Pediatric Infectious Diseases, Children’s Hospital of Richmond at Virginia Commonwealth University, Richmond, Virginia, United States of America
| | - Heather Cook
- Department of Statistics, University of Virginia, Charlottesville, Virginia, United States of America
| | - Masud Alam
- Division of Parasitology, International Centre for Diarrhoeal Disease Research, Bangladesh, (icddr,b), Dhaka, Bangladesh
| | - Fahmida Tofail
- Child Development Unit, International Centre for Diarrhoeal Disease Research, Bangladesh, (icddr,b), Dhaka, Bangladesh
| | - Mamun Kabir
- Division of Parasitology, International Centre for Diarrhoeal Disease Research, Bangladesh, (icddr,b), Dhaka, Bangladesh
| | - E. Ross Colgate
- Department of Medicine, University of Vermont College of Medicine, Burlington, Vermont, United States of America
| | - Marya P. Carmolli
- Department of Medicine, University of Vermont College of Medicine, Burlington, Vermont, United States of America
| | - Beth D. Kirkpatrick
- Department of Medicine, University of Vermont College of Medicine, Burlington, Vermont, United States of America
| | - Charles A. Nelson
- Division of Developmental Medicine, Boston Children’s Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
- Harvard Graduate School of Education, Boston, Massachusetts, United States of America
| | - Jennie Z. Ma
- Department of Public Health Sciences, University of Virginia, Charlottesville, Virginia, United States of America
| | - Rashidul Haque
- Division of Parasitology, International Centre for Diarrhoeal Disease Research, Bangladesh, (icddr,b), Dhaka, Bangladesh
| | - William A. Petri
- Division of Infectious Diseases and International Health, University of Virginia, Charlottesville, Virginia, United States of America
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45
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Tofail F, Fernald LC, Das KK, Rahman M, Ahmed T, Jannat KK, Unicomb L, Arnold BF, Ashraf S, Winch PJ, Kariger P, Stewart CP, Colford JM, Luby SP. Effect of water quality, sanitation, hand washing, and nutritional interventions on child development in rural Bangladesh (WASH Benefits Bangladesh): a cluster-randomised controlled trial. THE LANCET CHILD & ADOLESCENT HEALTH 2018; 2:255-268. [PMID: 29616235 PMCID: PMC5859216 DOI: 10.1016/s2352-4642(18)30031-2] [Citation(s) in RCA: 52] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Background Poor nutrition and hygiene make children vulnerable to delays in growth and development. We aimed to assess the effects of water quality, sanitation, handwashing, and nutritional interventions individually or in combination on the cognitive, motor, and language development of children in rural Bangladesh. Methods In this cluster-randomised controlled trial, we enrolled pregnant women in their first or second trimester from rural villages of Gazipur, Kishoreganj, Mymensingh, and Tangail districts of central Bangladesh, with an average of eight women per cluster. Groups of eight geographically adjacent clusters were block-randomised, using a random number generator, into six intervention groups (all of which received weekly visits from a community health promoter for the first 6 months and every 2 weeks for the next 18 months) and a double-sized control group (no intervention or health promoter visit). The six intervention groups were: chlorinated drinking water; improved sanitation; handwashing with soap; combined water, sanitation, and handwashing; improved nutrition through counselling and provision of lipid-based nutrient supplements; and combined water, sanitation, handwashing, and nutrition. Here, we report on the prespecified secondary child development outcomes: gross motor milestone achievement assessed with the WHO module at age 1 year, and communication, gross motor, personal social, and combined scores measured by the Extended Ages and Stages Questionnaire (EASQ) at age 2 years. Masking of participants was not possible. Analyses were by intention to treat. This trial is registered with ClinicalTrials.gov, number NCT01590095. Findings Between May 31, 2012, and July 7, 2013, 5551 pregnant women residing in 720 clusters were enrolled. Index children of 928 (17%) enrolled women were lost to follow-up in year 1 and an additional 201 (3%) in year 2. 4757 children were assessed at 1 year and 4403 at 2 years. At year 1, compared with the control group, the combined water, sanitation, handwashing, and nutrition group had a higher rate of attaining the standing alone milestone (hazard ratio 1·19, 95% CI 1·01–1 ·40), and the nutrition group had a higher rate of attaining the walking alone milestone (1·32, 95% CI 1·07–1·62). The combined water, sanitation, handwashing, and nutrition group had a higher rate of attaining the walking alone milestone than those in the water, sanitation, and handwashing group (1·29, 1·01–1·65). At 2 years, we noted beneficial effects in the combined EASQ score in all intervention groups, with effect sizes smallest in the water treatment group (difference 0·15, 95% CI 0·04 to 0·26 vs control) and largest in the combined water, sanitation, handwashing, and nutrition treatment group (0·37, 0·27–0·46). Interpretation Improvements in water quality, handwashing, sanitation, or nutrition supported by intensive interpersonal communication, when delivered either individually or in combination, contributed to improvements in child development. A crucial next step is to establish whether similar effects can be achieved with reduced intensity of promoter contacts that could be supported in large-scale interventions. Funding Bill & Melinda Gates Foundation.
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Affiliation(s)
- Fahmida Tofail
- International Centre for Diarrhoeal Disease Research, Bangladesh (icddr,b), Dhaka, Bangladesh.
| | - Lia Ch Fernald
- School of Public Health, University of California Berkeley, Berkeley, CA USA
| | - Kishor K Das
- International Centre for Diarrhoeal Disease Research, Bangladesh (icddr,b), Dhaka, Bangladesh
| | - Mahbubur Rahman
- International Centre for Diarrhoeal Disease Research, Bangladesh (icddr,b), Dhaka, Bangladesh
| | - Tahmeed Ahmed
- International Centre for Diarrhoeal Disease Research, Bangladesh (icddr,b), Dhaka, Bangladesh
| | - Kaniz K Jannat
- International Centre for Diarrhoeal Disease Research, Bangladesh (icddr,b), Dhaka, Bangladesh
| | - Leanne Unicomb
- International Centre for Diarrhoeal Disease Research, Bangladesh (icddr,b), Dhaka, Bangladesh
| | - Benjamin F Arnold
- School of Public Health, University of California Berkeley, Berkeley, CA USA
| | - Sania Ashraf
- International Centre for Diarrhoeal Disease Research, Bangladesh (icddr,b), Dhaka, Bangladesh
| | - Peter J Winch
- Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Patricia Kariger
- School of Public Health, University of California Berkeley, Berkeley, CA USA
| | | | - John M Colford
- School of Public Health, University of California Berkeley, Berkeley, CA USA
| | - Stephen P Luby
- Division of Infectious Diseases and Geographic Medicine, Stanford University Stanford, CA USA
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