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Young A, Fandinga C, Davis C, Andrews E, Johnson MJ, Bharucha T, Beattie RM, Marino LV. Improving the growth of infants with congenital heart disease using a consensus-based nutritional Pathway-A follow up study. Clin Nutr 2025; 48:101-110. [PMID: 40187020 DOI: 10.1016/j.clnu.2025.03.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2024] [Revised: 03/05/2025] [Accepted: 03/12/2025] [Indexed: 04/07/2025]
Abstract
BACKGROUND & AIMS Congenital Heart Disease (CHD) is the most common congenital abnormality, affecting 9 per 1000 live births. Advances in surgical techniques have significantly improved survival rates but growth failure is associated with increased risk of mortality post-cardiac surgery. Improving growth amongst infants with CHD whilst awaiting surgery is an important component to reducing morbidity as well as improving longer term metabolic outcomes. A consensus-based nutrition pathway was developed and implemented into a regional paediatric cardiology service in 2017. The aim of this study was to evaluate the impact of the pathway in a larger cohort of infants with CHD in two epochs: pre-nutrition pathway implementation (Jan 2013-Dec 2016) and post-nutrition pathway implementation (Jan 2017-June 2023). METHODS Growth measures were extracted from electronic patient records and z-scores were calculated. SuperImposition by Translation And Rotation (SITAR) models were constructed to develop a single fitted curve of growth velocity for each of the two epochs. RESULTS Infants with CHD in the post-implementation group achieved significantly better growth outcomes in the first 4-months of life. In addition, after adjustment for group differences, weight gain velocity was significantly higher in the post-implementation epoch (p = 0.01). There was no detectable change in the prevalence of overweight or obese children at older timepoints, suggesting that the intervention did not promote the development of obesity although further analysis will be required as the cohort gets older. CONCLUSION A nutrition pathway developed to support growth in infants with CHD before surgery was associated with better growth outcomes during the first year of life compared to an epoch when nutrition support was only given for malnourishment. Achieving normal growth patterns during the first year of life may help to reduce the risk of metabolic disease in later life, although further research will be required to elucidate this.
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Affiliation(s)
- Aneurin Young
- Department of Neonatal Medicine, Princess Anne Hospital, University Hospital Southampton NHS Foundation Trust, Southampton UK; Southampton NIHR Biomedical Research Centre, University Hospital Southampton NHS Foundation Trust, Southampton, UK; Faculty of Medicine, University of Southampton, Southampton, UK.
| | - Catarina Fandinga
- Department of Dietetics/ Speech & Language Therapy, University Hospital Southampton NHS Foundation Trust, Southampton, UK; Southampton NIHR Biomedical Research Centre, University Hospital Southampton NHS Foundation Trust, Southampton, UK.
| | - Cai Davis
- UHS Digital, University Hospital Southampton NHS Foundation Trust, Southampton, UK.
| | - Esther Andrews
- Paediatric Cardiology, Southampton Children's Hospital, University Hospital Southampton NHS Foundation Trust, Southampton, UK; Faculty of Medicine, University of Southampton, Southampton, UK.
| | - Mark J Johnson
- Department of Neonatal Medicine, Princess Anne Hospital, University Hospital Southampton NHS Foundation Trust, Southampton UK; Southampton NIHR Biomedical Research Centre, University Hospital Southampton NHS Foundation Trust, Southampton, UK; Faculty of Medicine, University of Southampton, Southampton, UK.
| | - Tara Bharucha
- Paediatric Cardiology, Southampton Children's Hospital, University Hospital Southampton NHS Foundation Trust, Southampton, UK; Faculty of Medicine, University of Southampton, Southampton, UK.
| | - R Mark Beattie
- UHS Digital, University Hospital Southampton NHS Foundation Trust, Southampton, UK; Paediatric Gastroenterology, Southampton Children's Hospital, University Hospital Southampton NHS Foundation Trust, Southampton, UK; Faculty of Medicine, University of Southampton, Southampton, UK.
| | - Luise V Marino
- Paediatric Intensive Care Unit, Southampton Children's Hospital, University Hospital Southampton NHS Foundation Trust, Southampton, UK; Research & Development, South West Partnership Foundation NHS Trust, Wakefield, UK; Southampton NIHR Biomedical Research Centre, University Hospital Southampton NHS Foundation Trust, Southampton, UK; Faculty of Health Science, University of Southampton, Southampton, UK.
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Lee GO, McCormick BJ, Yori PP, Paredes-Olortegui M, Caulfield LE, Kosek MN. Short-term dynamics of linear growth among Peruvian infants in the first year of life in a population with linear growth faltering. Am J Hum Biol 2024; 36:e24039. [PMID: 38189589 PMCID: PMC11144106 DOI: 10.1002/ajhb.24039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2022] [Revised: 12/20/2023] [Accepted: 12/21/2023] [Indexed: 01/09/2024] Open
Abstract
OBJECTIVES Infant growth is recognized to vary over the short term, with periods of greater and lesser linear growth velocity. Our objectives were to (1) examine the potential differences in overall growth profiles between children who experienced cumulative growth faltering in the first year of life consistent with that seen by many children living in poverty in low- and middle-income countries, versus children without growth faltering and (2) test whether biological factors were associated with the timing of magnitude of growth saltations. METHODS Thrice-weekly measurements of length were recorded for n = 61 Peruvian infants (28 boys and 33 girls) enrolled from birth to 1 year. A total of 6040 measurements were analyzed. We tested for the evidence of saltatory growth and used hurdle models to test whether the timing and magnitude of saltations varied between children with greater or lesser growth faltering. RESULTS There were no differences in the duration of stasis periods or magnitude of growth saltations between children who were stunted at 1 year old (N = 18) versus those who were not stunted (N = 43). Children who experienced greater declines in LAZ in the first year of life trended toward longer periods between saltations than those with less of a decline (14.5 days vs. 13.4 days, p = .0512). A 1-unit increase in mid upper arm circumference for age Z-score in the 21 days prior was associated with 35% greater odds of a saltation occurring (p < .001), and a 0.128 cm greater saltation (p < .001). CONCLUSIONS After characterizing infant growth into periods of saltation and stasis, our results suggest that increases in weight preceded increases in length.
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Affiliation(s)
- Gwenyth O. Lee
- Rutgers Global Health Institute and Department of Epidemiology and Biostatistics, Rutgers University, New Brunswick, New Jersey, USA
| | | | - Pablo P. Yori
- Division of Infectious Diseases and International Health, University of Virginia, Charlottesville, Virginia, USA
| | | | - Laura E. Caulfield
- Center for Human Nutrition, The Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Margaret N. Kosek
- Division of Infectious Diseases and International Health, University of Virginia, Charlottesville, Virginia, USA
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Perumal N, Wang D, Darling AM, Liu E, Wang M, Ahmed T, Christian P, Dewey KG, Kac G, Kennedy SH, Subramoney V, Briggs B, Fawzi WW. Suboptimal gestational weight gain and neonatal outcomes in low and middle income countries: individual participant data meta-analysis. BMJ 2023; 382:e072249. [PMID: 37734757 PMCID: PMC10512803 DOI: 10.1136/bmj-2022-072249] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 08/08/2023] [Indexed: 09/23/2023]
Abstract
OBJECTIVE To estimate the associations between gestational weight gain (GWG) during pregnancy and neonatal outcomes in low and middle income countries. DESIGN Individual participant data meta-analysis. SETTING Prospective pregnancy studies from 24 low and middle income countries. MAIN OUTCOME MEASURES Nine neonatal outcomes related to timing (preterm birth) and anthropometry (weight, length, and head circumference) at birth, stillbirths, and neonatal death. ANALYSIS METHODS A systematic search was conducted in PubMed, Embase, and Web of Science which identified 53 prospective pregnancy studies published after the year 2000 with data on GWG, timing and anthropometry at birth, and neonatal mortality. GWG adequacy was defined as the ratio of the observed maternal weight gain over the recommended weight gain based on the Institute of Medicine body mass index specific guidelines, which are derived from data in high income settings, and the INTERGROWTH-21st GWG standards. Study specific estimates, adjusted for confounders, were generated and then pooled using random effects meta-analysis models. Maternal age and body mass index before pregnancy were examined as potential modifiers of the associations between GWG adequacy and neonatal outcomes. RESULTS Overall, 55% of participants had severely inadequate (<70%) or moderately inadequate (70% to <90%) GWG, 22% had adequate GWG (90-125%), and 23% had excessive GWG (≥125%). Severely inadequate GWG was associated with a higher risk of low birthweight (adjusted relative risk 1.62, 95% confidence interval 1.51 to 1.72; 48 studies, 93 337 participants; τ2=0.006), small for gestational age (1.44, 1.36 to 1.54; 51 studies, 93 191 participants; τ2=0.016), short for gestational age (1.47, 1.29 to 1.69; 40 studies, 83 827 participants; τ2=0.074), and microcephaly (1.57, 1.31 to 1.88; 31 studies, 80 046 participants; τ2=0.145) compared with adequate GWG. Excessive GWG was associated with a higher risk of preterm birth (1.22, 1.13 to 1.31; 48 studies, 103 762 participants; τ2=0.008), large for gestational age (1.44, 1.33 to 1.57; 47 studies, 90 044 participants; τ2=0.009), and macrosomia (1.52, 1.33 to 1.73; 29 studies, 68 138 participants; τ2=0) compared with adequate GWG. The direction and magnitude of the associations between GWG adequacy and several neonatal outcomes were modified by maternal age and body mass index before pregnancy. CONCLUSIONS Inadequate and excessive GWG are associated with a higher risk of adverse neonatal outcomes across settings. Interventions to promote optimal GWG during pregnancy are likely to reduce the burden of adverse neonatal outcomes, however further research is needed to assess optimal ranges of GWG based on data from low and middle income countries.
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Affiliation(s)
- Nandita Perumal
- Department of Epidemiology and Biostatistics, University of South Carolina, Columbia, SC, USA
- Department of Global Health and Population, Harvard T H Chan School of Public Health, Harvard University, Boston, MA, USA
| | - Dongqing Wang
- Department of Global and Community Health, College of Health and Human Services, George Mason University, Fairfax, VA, USA
| | - Anne Marie Darling
- Department of Global Health and Population, Harvard T H Chan School of Public Health, Harvard University, Boston, MA, USA
| | - Enju Liu
- Institutional Centers for Clinical and Translational Research, Boston Children's Hospital, Boston, MA, USA
- Division of Gastroenterology, Hepatology and Nutrition, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA
| | - Molin Wang
- Department of Epidemiology, Harvard T H Chan School of Public Health, Harvard University, Boston, MA, USA
- Department of Biostatistics, Harvard T H Chan School of Public Health, Harvard University, Boston, MA, USA
| | - Tahmeed Ahmed
- Nutrition & Clinical Services, International Centre for Diarrheal Disease Research, Dhaka, Bangladesh
| | - Parul Christian
- Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Kathryn G Dewey
- Department of Nutrition, University of California, Davis, CA, USA
| | - Gilberto Kac
- Nutritional Epidemiology Observatory, Josué de Castro Nutrition Institute, Rio de Janeiro Federal University, Rio de Janeiro, Brazil
| | - Stephen H Kennedy
- Nuffield Department of Women's & Reproductive Health, University of Oxford, Oxford, UK
| | | | - Brittany Briggs
- Certara USA, on behalf of the Bill & Melinda Gates Foundation, Seattle, WA, USA
| | - Wafaie W Fawzi
- Department of Global Health and Population, Harvard T H Chan School of Public Health, Harvard University, Boston, MA, USA
- Department of Epidemiology, Harvard T H Chan School of Public Health, Harvard University, Boston, MA, USA
- Department of Nutrition, Harvard T H Chan School of Public Health, Harvard University, Boston, MA, USA
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Darling AM, Wang D, Perumal N, Liu E, Wang M, Ahmed T, Christian P, Dewey KG, Kac G, Kennedy SH, Subramoney V, Briggs B, Fawzi WW, members of the GWG Pooling Project Consortium. Risk factors for inadequate and excessive gestational weight gain in 25 low- and middle-income countries: An individual-level participant meta-analysis. PLoS Med 2023; 20:e1004236. [PMID: 37486938 PMCID: PMC10406332 DOI: 10.1371/journal.pmed.1004236] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/01/2022] [Revised: 08/07/2023] [Accepted: 04/21/2023] [Indexed: 07/26/2023] Open
Abstract
BACKGROUND Many women experience suboptimal gestational weight gain (GWG) in low- and middle-income countries (LMICs), but our understanding of risk factors associated with GWG in these settings is limited. We investigated the relationships between demographic, anthropometric, lifestyle, and clinical factors and GWG in prospectively collected data from LMICs. METHODS AND FINDINGS We conducted an individual participant-level meta-analysis of risk factors for GWG outcomes among 138,286 pregnant women with singleton pregnancies in 55 studies (27 randomized controlled trials and 28 prospective cohorts from 25 LMICs). Data sources were identified through PubMed, Embase, and Web of Science searches for articles published from January 2000 to March 2019. Titles and abstracts of articles identified in all databases were independently screened by 2 team members according to the following eligibility criteria: following inclusion criteria: (1) GWG data collection took place in an LMIC; (2) the study was a prospective cohort or randomized trial; (3) study participants were pregnant; and (4) the study was not conducted exclusively among human immunodeficiency virus (HIV)-infected women or women with other health conditions that could limit the generalizability of the results. The Institute of Medicine (IOM) body mass index (BMI)-specific guidelines were used to determine the adequacy of GWG, which we calculated as the ratio of the total observed weight gain over the mean recommended weight gain. Study outcomes included severely inadequate GWG (percent adequacy of GWG <70), inadequate GWG (percent adequacy of GWG <90, inclusive of severely inadequate), and excessive GWG (percent adequacy of GWG >125). Multivariable estimates from each study were pooled using fixed-effects meta-analysis. Study-specific regression models for each risk factor included all other demographic risk factors measured in a particular study as potential confounders, as well as BMI, maternal height, pre-pregnancy smoking, and chronic hypertension. Risk factors occurring during pregnancy were further adjusted for receipt of study intervention (if any) and 3-month calendar period. The INTERGROWTH-21st standard was used to define high and low GWG among normal weight women in a sensitivity analysis. The prevalence of inadequate GWG was 54%, while the prevalence of excessive weight gain was 22%. In multivariable models, factors that were associated with a higher risk of inadequate GWG included short maternal stature (<145 cm), tobacco smoking, and HIV infection. A mid-upper arm circumference (MUAC) of ≥28.1 cm was associated with the largest increase in risk for excessive GWG (risk ratio (RR) 3.02, 95% confidence interval (CI) [2.86, 3.19]). The estimated pooled difference in absolute risk between those with MUAC of ≥28.1 cm compared to those with a MUAC of 24 to 28.09 cm was 5.8% (95% CI 3.1% to 8.4%). Higher levels of education and age <20 years were also associated with an increased risk of excessive GWG. Results using the INTERGROWTH-21st standard among normal weight women were similar but attenuated compared to the results using the IOM guidelines among normal weight women. Limitations of the study's methodology include differences in the availability of risk factors and potential confounders measured in each individual dataset; not all risk factors or potential confounders of interest were available across datasets and data on potential confounders collected across studies. CONCLUSIONS Inadequate GWG is a significant public health concern in LMICs. We identified diverse nutritional, behavioral, and clinical risk factors for inadequate GWG, highlighting the need for integrated approaches to optimizing GWG in LMICs. The prevalence of excessive GWG suggests that attention to the emerging burden of excessive GWG in LMICs is also warranted.
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Affiliation(s)
- Anne Marie Darling
- Department of Global Health and Population, Harvard T.H. Chan School of Public Health, Harvard University, Boston, Massachusetts, United States of America
| | - Dongqing Wang
- Department of Global Health and Population, Harvard T.H. Chan School of Public Health, Harvard University, Boston, Massachusetts, United States of America
- Department of Global and Community Health, College of Health and Human Services, George Mason University, Fairfax, Virginia, United States of America
| | - Nandita Perumal
- Department of Global Health and Population, Harvard T.H. Chan School of Public Health, Harvard University, Boston, Massachusetts, United States of America
| | - Enju Liu
- Institutional Centers for Clinical and Translational Research, Boston Children’s Hospital, Boston, Massachusetts, United States of America
- Division of Gastroenterology, Hepatology and Nutrition, Boston Children’s Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Molin Wang
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Harvard University, Boston, Massachusetts, United States of America
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Harvard University, Boston, Massachusetts, United States of America
| | - Tahmeed Ahmed
- Nutrition & Clinical Services, International Centre for Diarrheal Disease Research, Bangladesh
| | - Parul Christian
- Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, United States of America
| | - Kathryn G. Dewey
- Department of Nutrition, University of California, Davis, Davis, California, United States of America
| | - Gilberto Kac
- Nutritional Epidemiology Observatory, Josué de Castro Nutrition Institute, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil
| | - Stephen H. Kennedy
- Nuffield Department of Women’s & Reproductive Health, University of Oxford, Oxford, United Kingdom
| | | | - Brittany Briggs
- Certara USA, Inc. on behalf of the Bill & Melinda Gates Foundation, Seattle, Washington, United States of America
| | - Wafaie W. Fawzi
- Department of Global Health and Population, Harvard T.H. Chan School of Public Health, Harvard University, Boston, Massachusetts, United States of America
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Harvard University, Boston, Massachusetts, United States of America
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Harvard University, Boston, Massachusetts, United States of America
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Goedecke JH, Pheiffer C, Mendham AE. Environmental exposures are important for type 2 diabetes pathophysiology in sub-Saharan African populations. Reply to Christensen D, Hjort L, Mpagama S et al [letter]. Diabetologia 2023; 66:780-782. [PMID: 36692507 DOI: 10.1007/s00125-022-05859-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/18/2022] [Accepted: 12/05/2022] [Indexed: 01/25/2023]
Affiliation(s)
- Julia H Goedecke
- Biomedical Research and Innovation Platform, South African Medical Research Council, Cape Town, South Africa.
- South African Medical Research Council/WITS Developmental Pathways for Health Research Unit (DPHRU), Department of Paediatrics, School of Clinical Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa.
- Health through Physical Activity, Lifestyle and Sport Research Centre (HPALS), FIMS International Collaborating Centre of Sports Medicine, Division of Physiological Sciences, Department of Human Biology, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa.
| | - Carmen Pheiffer
- Biomedical Research and Innovation Platform, South African Medical Research Council, Cape Town, South Africa
| | - Amy E Mendham
- South African Medical Research Council/WITS Developmental Pathways for Health Research Unit (DPHRU), Department of Paediatrics, School of Clinical Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
- Health through Physical Activity, Lifestyle and Sport Research Centre (HPALS), FIMS International Collaborating Centre of Sports Medicine, Division of Physiological Sciences, Department of Human Biology, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
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Quilter CR, Harvey KM, Bauer J, Skinner BM, Gomez M, Shrivastava M, Doel AM, Drammeh S, Dunger DB, Moore SE, Ong KK, Prentice AM, Bernstein RM, Sargent CA, Affara NA. Identification of methylation changes associated with positive and negative growth deviance in Gambian infants using a targeted methyl sequencing approach of genomic DNA. FASEB Bioadv 2021; 3:205-230. [PMID: 33842847 PMCID: PMC8019263 DOI: 10.1096/fba.2020-00101] [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: 10/14/2020] [Revised: 11/25/2020] [Accepted: 12/16/2020] [Indexed: 12/20/2022] Open
Abstract
Low birthweight and reduced height gain during infancy (stunting) may arise at least in part from adverse early life environments that trigger epigenetic reprogramming that may favor survival. We examined differential DNA methylation patterns using targeted methyl sequencing of regions regulating gene activity in groups of rural Gambian infants: (a) low and high birthweight (DNA from cord blood (n = 16 and n = 20, respectively), from placental trophoblast tissue (n = 21 and n = 20, respectively), and DNA from peripheral blood collected from infants at 12 months of age (n = 23 and n = 17, respectively)), and, (b) the top 10% showing rapid postnatal length gain (high, n = 20) and the bottom 10% showing slow postnatal length gain (low, n = 20) based on z score change between birth and 12 months of age (LAZ) (DNA from peripheral blood collected from infants at 12 months of age). Using BiSeq analysis to identify significant methylation marks, for birthweight, four differentially methylated regions (DMRs) were identified in trophoblast DNA, compared to 68 DMRs in cord blood DNA, and 54 DMRs in 12‐month peripheral blood DNA. Twenty‐five DMRs were observed to be associated with high and low length for age (LAZ) at 12 months. With the exception of five loci (associated with two different genes), there was no overlap between these groups of methylation marks. Of the 194 CpG methylation marks contained within DMRs, 106 were located to defined gene regulatory elements (promoters, CTCF‐binding sites, transcription factor‐binding sites, and enhancers), 58 to gene bodies (introns or exons), and 30 to intergenic DNA. Distinct methylation patterns associated with birthweight between comparison groups were observed in DNA collected at birth (at the end of intrauterine growth window) compared to those established by 12 months (near the infancy/childhood growth transition). The longitudinal differences in methylation patterns may arise from methylation adjustments, changes in cellular composition of blood or both that continue during the critical postnatal growth period, and in response to early nutritional and infectious environmental exposures with impacts on growth and longer‐term health outcomes.
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Affiliation(s)
- Claire R Quilter
- Department of Pathology University of Cambridge Cambridge UK.,Present address: East Midlands & East of England NHS Genomic Laboratory Hub, Genomics Laboratories Cambridge University Hospitals NHS Foundation Trust Cambridge UK
| | - Kerry M Harvey
- Department of Pathology University of Cambridge Cambridge UK
| | - Julien Bauer
- Department of Pathology University of Cambridge Cambridge UK
| | - Benjamin M Skinner
- Department of Pathology University of Cambridge Cambridge UK.,School of Life Sciences University of Essex Colchester UK
| | - Maria Gomez
- Department of Pathology University of Cambridge Cambridge UK.,Present address: Kennedy Institute of Rheumatology University of Oxford Oxford UK
| | - Manu Shrivastava
- Department of Pathology University of Cambridge Cambridge UK.,Present address: Oxford University Hospitals Oxford UK
| | - Andrew M Doel
- Department of Women and Children's Health King's College London London UK.,MRC Unit The Gambia at London School of Hygiene and Tropical Medicine Banjul The Gambia
| | - Saikou Drammeh
- MRC Unit The Gambia at London School of Hygiene and Tropical Medicine Banjul The Gambia
| | - David B Dunger
- MRC Epidemiology Unit University of Cambridge School of Clinical Medicine Cambridge UK
| | - Sophie E Moore
- Department of Women and Children's Health King's College London London UK.,MRC Unit The Gambia at London School of Hygiene and Tropical Medicine Banjul The Gambia
| | - Ken K Ong
- MRC Epidemiology Unit University of Cambridge School of Clinical Medicine Cambridge UK.,Department of Paediatrics University of Cambridge School of Clinical Medicine Cambridge UK.,Institute of Metabolic Science Cambridge Biomedical Campus Cambridge Cambridge UK
| | - Andrew M Prentice
- MRC Unit The Gambia at London School of Hygiene and Tropical Medicine Banjul The Gambia
| | - Robin M Bernstein
- Growth and Development Lab Department of Anthropology University of Colorado Boulder CO USA.,Institute of Behavioural Science University of Colorado Boulder CO USA
| | | | - Nabeel A Affara
- Department of Pathology University of Cambridge Cambridge UK
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7
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Naumenko DJ, Dykes J, O'Connor GK, Stanley Z, Affara N, Doel AM, Drammeh S, Dunger DB, Faal A, Ong KK, Sosseh F, Prentice AM, Moore SE, Bernstein RM. A Novel method for the identification and quantification of weight faltering. AMERICAN JOURNAL OF PHYSICAL ANTHROPOLOGY 2021; 175:282-291. [PMID: 33386624 PMCID: PMC8247282 DOI: 10.1002/ajpa.24217] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/06/2020] [Revised: 11/16/2020] [Accepted: 12/13/2020] [Indexed: 11/25/2022]
Abstract
Objective We describe a new method for identifying and quantifying the magnitude and rate of short‐term weight faltering episodes, and assess how (a) these episodes relate to broader growth outcomes, and (b) different data collection intervals influence the quantification of weight faltering. Materials and methods We apply this method to longitudinal growth data collected every other day across the first year of life in Gambian infants (n = 124, males = 65, females = 59). Weight faltering episodes are identified from velocity peaks and troughs. Rate of weight loss and regain, maximum weight loss, and duration of each episode were calculated. We systematically reduced our dataset to mimic various potential measurement intervals, to assess how these intervals affect the ability to derive information about short‐term weight faltering episodes. We fit linear models to test whether metrics associated with growth faltering were associated with growth outcomes at 1 year, and generalized additive mixed models to determine whether different collection intervals influence episode identification and metrics. Results Three hundred weight faltering episodes from 119 individuals were identified. The number and magnitude of episodes negatively impacted growth outcomes at 1 year. As data collection interval increases, weight faltering episodes are missed and the duration of episodes is overestimated, resulting in the rate of weight loss and regain being underestimated. Conclusions This method identifies and quantifies short‐term weight faltering episodes, that are in turn negatively associated with growth outcomes. This approach offers a tool for investigators interested in understanding how short‐term weight faltering relates to longer‐term outcomes.
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Affiliation(s)
- Daniel J Naumenko
- Growth and Development Lab, Department of Anthropology, University of Colorado Boulder, Boulder, Colorado, USA.,Health and Society Program, Institute of Behavioral Science, University of Colorado Boulder, Boulder, Colorado, USA
| | - James Dykes
- Health and Society Program, Institute of Behavioral Science, University of Colorado Boulder, Boulder, Colorado, USA
| | - G Kesler O'Connor
- Department of Applied Mathematics, University of Colorado Boulder, Boulder, Colorado, USA
| | - Zofia Stanley
- Department of Applied Mathematics, University of Colorado Boulder, Boulder, Colorado, USA
| | - Nabeel Affara
- Department of Pathology, University of Cambridge, Cambridge, UK
| | - Andrew M Doel
- Department of Women and Children's Health, King's College London, London, UK
| | - Saikou Drammeh
- MRC Unit The Gambia at London School of Hygiene and Tropical Medicine, Banjul, Gambia
| | - David B Dunger
- Department of Paediatrics, University of Cambridge School of Clinical Medicine, Cambridge, UK.,Institute of Metabolic Science, Cambridge Biomedical Campus, Cambridge, UK
| | - Abdoulie Faal
- MRC Unit The Gambia at London School of Hygiene and Tropical Medicine, Banjul, Gambia
| | - Ken K Ong
- Department of Paediatrics, University of Cambridge School of Clinical Medicine, Cambridge, UK.,MRC Epidemiology Unit, University of Cambridge School of Clinical Medicine, Cambridge, UK
| | - Fatou Sosseh
- MRC Unit The Gambia at London School of Hygiene and Tropical Medicine, Banjul, Gambia
| | - Andrew M Prentice
- MRC Unit The Gambia at London School of Hygiene and Tropical Medicine, Banjul, Gambia
| | - Sophie E Moore
- Department of Women and Children's Health, King's College London, London, UK.,MRC Unit The Gambia at London School of Hygiene and Tropical Medicine, Banjul, Gambia
| | - Robin M Bernstein
- Growth and Development Lab, Department of Anthropology, University of Colorado Boulder, Boulder, Colorado, USA.,Health and Society Program, Institute of Behavioral Science, University of Colorado Boulder, Boulder, Colorado, USA
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8
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Maidwell-Smith AA, Doel AM, Bernstein RM, Moore SE. Prevalence estimates of diabetes in pregnancy in a rural, sub-Saharan population. Diabetes Res Clin Pract 2020; 169:108455. [PMID: 32979418 PMCID: PMC7738751 DOI: 10.1016/j.diabres.2020.108455] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/16/2020] [Revised: 08/17/2020] [Accepted: 09/15/2020] [Indexed: 11/19/2022]
Abstract
AIMS To determine the prevalence of Hyperglycaemia first Detected in Pregnancy (HDIP) in a cohort of women from rural Gambia and compare the diagnostic ability of capillary blood glucose (CBG) sampling to identify HIP versus laboratory-based analysis of venous plasma glucose (VPG). METHODS Pregnant women from rural Gambia (N = 251) underwent a 75 g Oral Glucose Tolerance Test (OGTT) at 28-weeks of gestation. Gestational Diabetes Mellitus was assessed as fasting glucose concentration ≥ 5.1-6.9 mmol/L; ≥10.0 mmol/L at 1-h post load; or ≥ 8.5 mmol/L at 2-h post load and Diabetes in Pregnancy as fasting glucose > 7.0 mmol/L. RESULTS A total of 199 and 244 women had VPG and CBG measurements respectively, and 198 women had both. 32 women (16.1%) were diagnosed with HDIP using VPG, mostly based on fasting concentrations. CONCLUSIONS The prevalence of HDIP in rural Gambia was higher than anticipated, emphasising a need for maternal diabetic policy. Based on the current findings, tailored recommendations could include measuring fasting VPG alone when conducting a full OGTT is not feasible. Similarly, CBG may be of value for excluding disease and thereby limiting costly laboratory-based investigations to a select few.
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Affiliation(s)
| | - Andrew M Doel
- Department of Women and Children's Health, King's College London, London, UK
| | - Robin M Bernstein
- Department of Anthropology, University of Colorado, Boulder, CO, USA; Health and Society Program, Institute of Behavioural Science, University of Colorado, Boulder, CO, USA
| | - Sophie E Moore
- Department of Women and Children's Health, King's College London, London, UK; MRC Unit The Gambia at the London School of Hygiene and Tropical Medicine, Gambia.
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