1
|
Sié A, Ouattara M, Bountogo M, Boudo V, Ouedraogo T, Dah C, Compaoré G, Lebas E, Hu H, Porco TC, Arnold BF, O’Brien KS, Lietman TM, Oldenburg CE. Mass azithromycin for prevention of child mortality among children with acute malnutrition: A subgroup analysis of a cluster randomized controlled trial. PLOS GLOBAL PUBLIC HEALTH 2024; 4:e0003875. [PMID: 39466816 PMCID: PMC11515952 DOI: 10.1371/journal.pgph.0003875] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/02/2024] [Accepted: 09/30/2024] [Indexed: 10/30/2024]
Abstract
Children with acute malnutrition are at high risk of morality. Mass azithromycin distribution reduces all-cause mortality among children aged 1-59 months, and effects may be greater in underweight infants. Here, we evaluate the efficacy of azithromycin for reducing all-cause mortality in children aged 6-59 months with acute malnutrition (mid-upper arm circumference, MUAC, < 12.5 cm). Communities in Nouna District, Burkina Faso were 1:1 randomized to biannual mass distribution of single dose azithromycin or placebo to all children aged 1-59 months. Mortality was assessed during each census and treatment round. MUAC measurements were collected for all children. We evaluated the effect of azithromycin on mortality in subgroups of children aged 6-59 months defined by acute malnutrition (MUAC < 12.5 cm versus MUAC ≥ 12.5 cm). In children with MUAC < 12.5 cm, mortality rates were 51% lower among those living in azithromycin communities compared to placebo (incidence rate ratio 0.49, 95% confidence interval, CI, 0.25 to 0.99; incidence rate difference -18.1 deaths per 1,000 person-years, 95% CI -37.0 to -0.01), which was greater than the reduction in mortality among children with MUAC ≥ 12.5 cm (P-value for interaction on the relative scale = 0.09; P-value for interaction of the additive scale = 0.03). Children with acute malnutrition may benefit from single dose azithromycin above and beyond those without acute malnutrition. Trial registration: ClinicalTrials.gov NCT03676764; https://clinicaltrials.gov/study/NCT03676764.
Collapse
Affiliation(s)
- Ali Sié
- Centre de Recherche en Santé de Nouna, Nouna, Burkina Faso
- Francis I Proctor Foundation, University of California, San Francisco, San Francisco, California, United States of America
- Institute for Global Health Sciences, University of California, San Francisco, San Francisco, California, United States of America
| | | | | | - Valentin Boudo
- Centre de Recherche en Santé de Nouna, Nouna, Burkina Faso
| | | | - Clarisse Dah
- Centre de Recherche en Santé de Nouna, Nouna, Burkina Faso
| | | | - Elodie Lebas
- Francis I Proctor Foundation, University of California, San Francisco, San Francisco, California, United States of America
| | - Huiyu Hu
- Francis I Proctor Foundation, University of California, San Francisco, San Francisco, California, United States of America
| | - Travis C. Porco
- Francis I Proctor Foundation, University of California, San Francisco, San Francisco, California, United States of America
| | - Benjamin F. Arnold
- Francis I Proctor Foundation, University of California, San Francisco, San Francisco, California, United States of America
- Institute for Global Health Sciences, University of California, San Francisco, San Francisco, California, United States of America
- Department of Ophthalmology, University of California, San Francisco, San Francisco, California, United States of America
| | - Kieran S. O’Brien
- Francis I Proctor Foundation, University of California, San Francisco, San Francisco, California, United States of America
- Institute for Global Health Sciences, University of California, San Francisco, San Francisco, California, United States of America
- Department of Ophthalmology, University of California, San Francisco, San Francisco, California, United States of America
- Department of Epidemiology & Biostatistics, University of California, San Francisco, San Francisco, California, United States of America
| | - Thomas M. Lietman
- Francis I Proctor Foundation, University of California, San Francisco, San Francisco, California, United States of America
- Institute for Global Health Sciences, University of California, San Francisco, San Francisco, California, United States of America
- Department of Ophthalmology, University of California, San Francisco, San Francisco, California, United States of America
- Department of Epidemiology & Biostatistics, University of California, San Francisco, San Francisco, California, United States of America
| | - Catherine E. Oldenburg
- Francis I Proctor Foundation, University of California, San Francisco, San Francisco, California, United States of America
- Institute for Global Health Sciences, University of California, San Francisco, San Francisco, California, United States of America
- Department of Ophthalmology, University of California, San Francisco, San Francisco, California, United States of America
- Department of Epidemiology & Biostatistics, University of California, San Francisco, San Francisco, California, United States of America
| |
Collapse
|
2
|
Wambua M, Kariuki SM, Abdullahi H, Abdullahi OA, Ngari MM. Wasting coexisting with underweight and stunting among children aged 6‒59 months hospitalised in Garissa County Referral Hospital, Kenya. MATERNAL & CHILD NUTRITION 2024:e13754. [PMID: 39449066 DOI: 10.1111/mcn.13754] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/12/2024] [Revised: 10/02/2024] [Accepted: 10/10/2024] [Indexed: 10/26/2024]
Abstract
Management of undernourished children depends only on wasting yet it can coexist with underweight and/or stunting. Among children admitted to hospital with acute illness, we determined the proportion with wasting coexisting with underweight and/or stunting and their risk factors. A retrospective review of hospital records of children 6‒59 months old admitted at Garissa County referral hospital, Kenya, from January 2017 to December 2019 was conducted. Using World Health Organization 2006 growth standards, undernutrition were defined: wasting as Weight-for-height Z-score < -2, stunting Height-for-age Z-score < -2 and underweight Weight-for-age Z-score < -2. We studied wasting coexisting with underweight and/or stunting. Among 624 children recruited, 347 (56%) were males and 511 (82%) <24 months old. Diarrhoea 210 (34%) and pallor/anaemia 310 (50%) were the most frequent admission diagnosis. HIV infection was present among 8 (1.3%) children. Wasting, underweight and stunting were present among 595 (95%), 518 (83%) and 176 (28%) children respectively. 161 (26%), 506 (81%) and 161 (26%) children had wasting coexisting with stunting, underweight and both stunting and underweight respectively. In the multivariable regression, diarrhoea was positively associated with wasting coexisting with stunting (adjusted risk ratio [aRR = 2.96] [95% CI = 2.06‒4.23]) and anaemia with wasting coexisting with underweight (aRR = 1.23) (95% CI = 1.03‒1.47). Overall, 343 (55%) children were discharged alive, 67 (11%) absconded from the wards, 164 (26%) were transferred to another hospital and 50 (8.0%) died before discharge. The risk of inpatient death was 10.3%, 7.9%, 8.4% and 6.8% among children not wasted, wasted only, wasted & underweight, and wasted and underweight and stunted respectively (Chi-square p = 0.60). The study reports an unacceptably high levels of undernourishment, including coexisting forms of undernutrition among hospitalised children. This highlights a public health priority for current nutrition therapeutic care and need of continuity of care among those children discharged alive in the community-based management of acute malnutrition programmes.
Collapse
Affiliation(s)
- Mutuvi Wambua
- Department of Public Health, Pwani University, Kilifi, Kenya
| | - Symon M Kariuki
- Department of Public Health, Pwani University, Kilifi, Kenya
- KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
| | | | | | - Moses M Ngari
- Department of Public Health, Pwani University, Kilifi, Kenya
- KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
| |
Collapse
|
3
|
Miles C, Fox J, Davis K, Harris A, Kwa C, Little B, Thomas A, Zemrani B. Utility of mid-upper arm circumference in pediatric malnutrition: An Australasian Society of Parenteral and Enteral Nutrition consensus statement using the Delphi method. Nutr Clin Pract 2024. [PMID: 39351830 DOI: 10.1002/ncp.11205] [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: 05/01/2024] [Revised: 08/06/2024] [Accepted: 08/07/2024] [Indexed: 10/03/2024] Open
Abstract
BACKGROUND Mid-upper arm circumference (MUAC) is a simple anthropometric tool used to screen for childhood undernutrition in humanitarian settings or low-income and middle-income countries. However, there is conflicting evidence and a lack of consensus with regard to its diagnostic use in clinical settings or population groups beyond this context. In 2023, a project officer was appointed by the Australasian Society of Parenteral and Enteral Nutrition (AuSPEN) to lead the development of a consensus review into the use of MUAC in the pediatric clinical setting. METHODS An AuSPEN appointed multidisciplinary group of informed clinicians used the Delphi method to critically appraise the evidence and develop a series of consensus statements. Delphi surveys were anonymous and distributed electronically. Members were asked to rate their level of agreement with each consensus statement using a 5-point Likert scale. A priori definition of consensus was established as ≥80% responses "agree" or "strongly agree." RESULTS Three Delphi rounds were required to reach consensus. A total of 18 consensus statements, including rationale, were developed across the topics 'assessment and diagnosis', 'screening and monitoring' and 'clinical settings'. CONCLUSION An evidence-based, region-specific consensus approach to the use of MUAC in pediatric malnutrition is a valuable tool for clinicians. MUAC is a straightforward, non-invasive and cost-effective tool, and may provide an advantage over traditional anthropometric tools in some clinical settings. There are limitations to the utility of MUAC and this consensus paper provides an empirical summary of advantages and limitations as they apply to the screening, assessment, diagnosis, and monitoring of pediatric malnutrition.
Collapse
Affiliation(s)
- Caitlin Miles
- Australasian Society of Parenteral and Enteral Nutrition, Mornington, Victoria, Australia
- Allied Health, Monash Children's Hospital, Clayton, Victoria, Australia
| | - Julia Fox
- Australasian Society of Parenteral and Enteral Nutrition, Mornington, Victoria, Australia
- Allied Health, Queensland Children's Hospital and Health Service, Herston, Queensland, Australia
| | - Kimberly Davis
- Infectious Diseases, Monash Children's Hospital, Clayton, Victoria, Australia
| | - Angela Harris
- Allied Health, Royal Children's Hospital, Melbourne, Victoria, Australia
| | - Christine Kwa
- General Paediatrics, Monash Children's Hospital, Clayton, Victoria, Australia
| | - Bridget Little
- Allied Health, Starship Child Health, Auckland, New Zealand
| | - Arabella Thomas
- Allied Health, Monash Children's Hospital, Clayton, Victoria, Australia
| | - Boutaina Zemrani
- Australasian Society of Parenteral and Enteral Nutrition, Mornington, Victoria, Australia
- Gastroenterology and Clinical Nutrition, Royal Children's Hospital, Parkville, Victoria, Australia
| |
Collapse
|
4
|
Maru Y, Tamiru D, Baye K, Chitekwe S, Lailou A, Darsene H, Abdulai R, Worku M, Belachew T. Effect of a simplified approach on recovery of children 6-59 months with wasting in Ethiopia: A noninferiority, cluster randomized controlled trial. MATERNAL & CHILD NUTRITION 2024:e13670. [PMID: 38800892 DOI: 10.1111/mcn.13670] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/21/2023] [Revised: 05/06/2024] [Accepted: 05/07/2024] [Indexed: 05/29/2024]
Abstract
Worldwide, nearly 45 million children under the age of 5 years were affected by wasting in 2022. Ethiopia has been challenged by disasters increasing the caseload of children with wasting. This study aimed to determine the effect of a simplified approach on recovery of children with acute malnutrition as compared with the standard protocol. A cluster randomized, controlled, noninferiority trial was carried out in three regions of Ethiopia from December 4, 2021, to July 30, 2022. A total of 58 clusters (health posts) were randomized into intervention and control groups. Children with SAM in the intervention groups received two sachets of Ready-to-Use Therapeutic Food (RUTF), whereas children in the control groups received RUTF based on their body weight. Children with moderate acute malnutrition (MAM) received one sachet of RUTF and one sachet of Ready-to-Use Supplementary Food (RUSF) daily in the intervention and control groups, respectively. Per protocol (PP) and intention-to-treat analysis were used to compare recovery at a noninferiority margin of 15%. Data were collected from 55 health posts and 1032 children. In the PP analysis, the recovery rate of children with wasting among the simplified group (97.8%) was noninferior to the standard protocol group (97.7%), p = 0.399. The RUTF cost per treatment of child with SAM was 56.55 USD for the standard versus 42.78 USD for the simplified approach. The simplified approach is noninferior to the standard protocol in terms of recovery and has a lower cost of RUTF. Further study is recommended to assess the effectiveness of the simplified approach in emergency contexts.
Collapse
Affiliation(s)
- Yetayesh Maru
- Nutrition and Dietetics Department, Faculty of Public Health, Jimma University, Jimma, Ethiopia
| | - Dessalegn Tamiru
- Nutrition and Dietetics Department, Faculty of Public Health, Jimma University, Jimma, Ethiopia
| | - Kaleab Baye
- Center for Food Science and Nutrition, Addis Ababa University, Addis Ababa, Ethiopia
| | | | - Arnaud Lailou
- UNICEF West and Central Africa Regional Office, Nutrition Section, Dakar, Senegal
| | - Hiwot Darsene
- Nutrition Coordination Office, Ethiopian Ministry of Health, Addis Ababa, Ethiopia
| | - Rashid Abdulai
- Nutrition Section, UNICEF Ethiopia, Addis Ababa, Ethiopia
| | - Mesfin Worku
- Nutrition Section, UNICEF Ethiopia, Addis Ababa, Ethiopia
| | - Tefera Belachew
- Nutrition and Dietetics Department, Faculty of Public Health, Jimma University, Jimma, Ethiopia
| |
Collapse
|
5
|
Maru Y, Tamiru D, Baye K, Chitekwe S, Kifle YG, Lailou A, Belachew T. Comparing time to recovery in wasting treatment: simplified approach vs. standard protocol among children aged 6-59 months in Ethiopia-a cluster-randomized, controlled, non-inferiority trial. Front Pediatr 2024; 12:1337370. [PMID: 38840802 PMCID: PMC11150620 DOI: 10.3389/fped.2024.1337370] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/18/2023] [Accepted: 05/03/2024] [Indexed: 06/07/2024] Open
Abstract
Introduction Wasting occurs when the body's nutritional needs are unmet due to insufficient intake or illness. It represents a significant global challenge, with approximately 45 million infants and children under 5 years of age suffering from wasting in 2022. Methods A cluster-randomized, controlled, non-inferiority trial was conducted in three regions of Ethiopia. A non-inferiority margin of 15%, along with a recovery rate of 90% and a minimum acceptable recovery rate of 75%, were considered alongside an intra-cluster correlation coefficient of 0.05 and an anticipated loss to follow-up of 10% in determining the total sample size of 1,052 children. Children with severe acute malnutrition (SAM) in the simplified group received two sachets of ready-to-use therapeutic food (RUTF) daily, while the standard group received RUTF based on their body weight. For moderate acute malnutrition (MAM) cases, the simplified group received one sachet of RUTF, whereas the standard group received one sachet of ready-to-use supplementary food daily. A non-parametric Kaplan-Meir curve was utilized to compare the survival time to recovery. Results A total of 1,032 data points were gathered. For SAM cases, the average length of stay was 8.86 (±3.91) weeks for the simplified protocol and 8.26 (±4.18) weeks for the standard protocol (P = 0.13). For MAM cases, the average length of stay was 8.18 (±2.96) weeks for the simplified approach and 8.32 (±3.55) weeks for the standard protocol (P = 0.61). There was no significant difference (P = 0.502) observed between the simplified protocol [8 weeks, interquartile range (IQR): 7.06-8.94] and the standard protocol [9 weeks (IQR: 8.17-9.83)] among children with SAM on the median time to cure. There was no significant difference (P = 0.502) in the time to cure between the simplified approach [8 weeks (IQR: 7.53-8.47)] and the standard protocol [8 weeks (IQR: 7.66-8.34)] among children with MAM. The survival curves displayed similarity, with the log-rank test not showing significance (P > 0.5), indicating the non-inferiority of the simplified approach for cure time. Conclusion The findings showed that the simplified and standard protocols demonstrated no significant differences in terms of the average duration of stay and time required for recovery. Clinical Trial Registration https://pactr.samrc.ac.za/, Identifier (PACTR202202496481398).
Collapse
Affiliation(s)
- Yetayesh Maru
- Nurition and Dietetics Department, Faculty of Public Health, Jimma University, Jimma, Ethiopia
| | - Dessalegn Tamiru
- Nurition and Dietetics Department, Faculty of Public Health, Jimma University, Jimma, Ethiopia
| | - Kaleab Baye
- Center for Food Science and Nutrition, Addis Ababa University, Addis Ababa, Ethiopia
- Nutrition and Food Systems Division, Research Center for Inclusive Development in Africa (RIDA), Addis Ababa, Ethiopia
| | | | - Yehenew G. Kifle
- Department of Mathematics and Statistics, University of Maryland Baltimore County, Baltimore, MD, United States
| | - Arnaud Lailou
- Nutrition Section, UNICEF West and Central Africa Regional Office, Dakar, Senegal
| | - Tefera Belachew
- Nurition and Dietetics Department, Faculty of Public Health, Jimma University, Jimma, Ethiopia
| |
Collapse
|
6
|
Bountogo M, Sié A, Zakane A, Compaoré G, Ouédraogo T, Lebas E, O’Brien KS, Lietman TM, Oldenburg CE. Neonatal anthropometric indicators of infant growth and mortality in Burkina Faso. Public Health Nutr 2024; 27:e123. [PMID: 38639113 PMCID: PMC11091928 DOI: 10.1017/s1368980024000880] [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: 01/31/2023] [Revised: 02/01/2024] [Accepted: 03/26/2024] [Indexed: 04/20/2024]
Abstract
OBJECTIVE Most evidence supporting screening for undernutrition is for children aged 6-59 months. However, the highest risk of mortality and highest incidence of wasting occurs in the first 6 months of life. We evaluated relationships between neonatal anthropometric indicators, including birth weight, weight-for-age Z-score (WAZ), weight-for-length Z-score (WLZ), length-for-age Z-score (LAZ) and mid-upper arm circumference (MUAC) and mortality and growth at 6 months of age among infants in Burkina Faso. DESIGN Data arose from a randomised controlled trial evaluating neonatal azithromycin administration for the prevention of child mortality. We evaluated relationships between baseline anthropometric measures and mortality, wasting (WLZ < -2), stunting (LAZ < -2) and underweight (WAZ < -2) at 6 months of age were estimated using logistic regression models adjusted for the child's age and sex. SETTING Five regions of Burkina Faso. PARTICIPANTS Infants aged 8-27 d followed until 6 months of age. RESULTS Of 21 832 infants enrolled in the trial, 7·9 % were low birth weight (<2500 g), 13·3 % were wasted, 7·7 % were stunted and 7·4 % were underweight at enrolment. All anthropometric deficits were associated with mortality by 6 months of age, with WAZ the strongest predictor (WAZ < -2 to ≥ -3 at enrolment v. WAZ ≥ -2: adjusted OR, 3·91, 95 % CI, 2·21, 6·56). Low WAZ was also associated with wasting, stunting, and underweight at 6 months. CONCLUSIONS Interventions for identifying infants at highest risk of mortality and growth failure should consider WAZ as part of their screening protocol.
Collapse
Affiliation(s)
| | - Ali Sié
- Centre de Recherche en Santé de Nouna, Nouna, Burkina Faso
| | | | | | | | - Elodie Lebas
- Francis I Proctor Foundation, San Francisco, CA, USA
| | - Kieran Sunanda O’Brien
- Francis I Proctor Foundation, San Francisco, CA, USA
- Department of Epidemiology & Biostatistics, University of California, San Francisco, CA, USA
- Department of Ophthalmology, University of California, San Francisco, CA, USA
| | - Thomas M Lietman
- Francis I Proctor Foundation, San Francisco, CA, USA
- Department of Epidemiology & Biostatistics, University of California, San Francisco, CA, USA
- Department of Ophthalmology, University of California, San Francisco, CA, USA
| | - Catherine E Oldenburg
- Francis I Proctor Foundation, San Francisco, CA, USA
- Department of Epidemiology & Biostatistics, University of California, San Francisco, CA, USA
- Department of Ophthalmology, University of California, San Francisco, CA, USA
| |
Collapse
|
7
|
Sié A, Ouattara M, Bountogo M, Boudo V, Ouedraogo T, Compaoré G, Dah C, Bagagnan C, Lebas E, Hu H, Rice J, Porco TC, Arnold BF, Lietman TM, Oldenburg CE. Azithromycin during Routine Well-Infant Visits to Prevent Death. N Engl J Med 2024; 390:221-229. [PMID: 38231623 DOI: 10.1056/nejmoa2309495] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/19/2024]
Abstract
BACKGROUND Mass distribution of azithromycin to children 1 to 59 months of age has been shown to reduce childhood all-cause mortality in some sub-Saharan African regions, with the largest reduction seen among infants younger than 12 months of age. Whether the administration of azithromycin at routine health care visits for infants would be effective in preventing death is unclear. METHODS We conducted a randomized, placebo-controlled trial of a single dose of azithromycin (20 mg per kilogram of body weight) as compared with placebo, administered during infancy (5 to 12 weeks of age). The primary end point was death before 6 months of age. Infants were recruited at routine vaccination or other well-child visits in clinics and through community outreach in three regions of Burkina Faso. Vital status was assessed at 6 months of age. RESULTS Of the 32,877 infants enrolled from September 2019 through October 2022, a total of 16,416 infants were randomly assigned to azithromycin and 16,461 to placebo. Eighty-two infants in the azithromycin group and 75 infants in the placebo group died before 6 months of age (hazard ratio, 1.09; 95% confidence interval [CI], 0.80 to 1.49; P = 0.58); the absolute difference in mortality was 0.04 percentage points (95% CI, -0.10 to 0.21). There was no evidence of an effect of azithromycin on mortality in any of the prespecified subgroups, including subgroups defined according to age, sex, and baseline weight, and no evidence of a difference between the two trial groups in the incidence of adverse events. CONCLUSIONS In this trial conducted in Burkina Faso, we found that administration of azithromycin to infants through the existing health care system did not prevent death. (Funded by the Bill and Melinda Gates Foundation; CHAT ClinicalTrials.gov number, NCT03676764.).
Collapse
Affiliation(s)
- Ali Sié
- From Centre de Recherche en Santé de Nouna, Nouna, Burkina Faso (A.S., M.O., M.B., V.B., T.O., G.C., C.D., C.B.); and the Francis I. Proctor Foundation (E.L., H.H., T.C.P., B.F.A., T.M.L., C.E.O., J.R.), the Department of Epidemiology and Biostatistics (T.C.P., T.M.L., C.E.O.), the Department of Ophthalmology (T.C.P., B.F.A., T.M.L., C.E.O.), and the Institute for Global Health Sciences (T.M.L., C.E.O.), University of California, San Francisco, San Francisco
| | - Mamadou Ouattara
- From Centre de Recherche en Santé de Nouna, Nouna, Burkina Faso (A.S., M.O., M.B., V.B., T.O., G.C., C.D., C.B.); and the Francis I. Proctor Foundation (E.L., H.H., T.C.P., B.F.A., T.M.L., C.E.O., J.R.), the Department of Epidemiology and Biostatistics (T.C.P., T.M.L., C.E.O.), the Department of Ophthalmology (T.C.P., B.F.A., T.M.L., C.E.O.), and the Institute for Global Health Sciences (T.M.L., C.E.O.), University of California, San Francisco, San Francisco
| | - Mamadou Bountogo
- From Centre de Recherche en Santé de Nouna, Nouna, Burkina Faso (A.S., M.O., M.B., V.B., T.O., G.C., C.D., C.B.); and the Francis I. Proctor Foundation (E.L., H.H., T.C.P., B.F.A., T.M.L., C.E.O., J.R.), the Department of Epidemiology and Biostatistics (T.C.P., T.M.L., C.E.O.), the Department of Ophthalmology (T.C.P., B.F.A., T.M.L., C.E.O.), and the Institute for Global Health Sciences (T.M.L., C.E.O.), University of California, San Francisco, San Francisco
| | - Valentin Boudo
- From Centre de Recherche en Santé de Nouna, Nouna, Burkina Faso (A.S., M.O., M.B., V.B., T.O., G.C., C.D., C.B.); and the Francis I. Proctor Foundation (E.L., H.H., T.C.P., B.F.A., T.M.L., C.E.O., J.R.), the Department of Epidemiology and Biostatistics (T.C.P., T.M.L., C.E.O.), the Department of Ophthalmology (T.C.P., B.F.A., T.M.L., C.E.O.), and the Institute for Global Health Sciences (T.M.L., C.E.O.), University of California, San Francisco, San Francisco
| | - Thierry Ouedraogo
- From Centre de Recherche en Santé de Nouna, Nouna, Burkina Faso (A.S., M.O., M.B., V.B., T.O., G.C., C.D., C.B.); and the Francis I. Proctor Foundation (E.L., H.H., T.C.P., B.F.A., T.M.L., C.E.O., J.R.), the Department of Epidemiology and Biostatistics (T.C.P., T.M.L., C.E.O.), the Department of Ophthalmology (T.C.P., B.F.A., T.M.L., C.E.O.), and the Institute for Global Health Sciences (T.M.L., C.E.O.), University of California, San Francisco, San Francisco
| | - Guillaume Compaoré
- From Centre de Recherche en Santé de Nouna, Nouna, Burkina Faso (A.S., M.O., M.B., V.B., T.O., G.C., C.D., C.B.); and the Francis I. Proctor Foundation (E.L., H.H., T.C.P., B.F.A., T.M.L., C.E.O., J.R.), the Department of Epidemiology and Biostatistics (T.C.P., T.M.L., C.E.O.), the Department of Ophthalmology (T.C.P., B.F.A., T.M.L., C.E.O.), and the Institute for Global Health Sciences (T.M.L., C.E.O.), University of California, San Francisco, San Francisco
| | - Clarisse Dah
- From Centre de Recherche en Santé de Nouna, Nouna, Burkina Faso (A.S., M.O., M.B., V.B., T.O., G.C., C.D., C.B.); and the Francis I. Proctor Foundation (E.L., H.H., T.C.P., B.F.A., T.M.L., C.E.O., J.R.), the Department of Epidemiology and Biostatistics (T.C.P., T.M.L., C.E.O.), the Department of Ophthalmology (T.C.P., B.F.A., T.M.L., C.E.O.), and the Institute for Global Health Sciences (T.M.L., C.E.O.), University of California, San Francisco, San Francisco
| | - Cheik Bagagnan
- From Centre de Recherche en Santé de Nouna, Nouna, Burkina Faso (A.S., M.O., M.B., V.B., T.O., G.C., C.D., C.B.); and the Francis I. Proctor Foundation (E.L., H.H., T.C.P., B.F.A., T.M.L., C.E.O., J.R.), the Department of Epidemiology and Biostatistics (T.C.P., T.M.L., C.E.O.), the Department of Ophthalmology (T.C.P., B.F.A., T.M.L., C.E.O.), and the Institute for Global Health Sciences (T.M.L., C.E.O.), University of California, San Francisco, San Francisco
| | - Elodie Lebas
- From Centre de Recherche en Santé de Nouna, Nouna, Burkina Faso (A.S., M.O., M.B., V.B., T.O., G.C., C.D., C.B.); and the Francis I. Proctor Foundation (E.L., H.H., T.C.P., B.F.A., T.M.L., C.E.O., J.R.), the Department of Epidemiology and Biostatistics (T.C.P., T.M.L., C.E.O.), the Department of Ophthalmology (T.C.P., B.F.A., T.M.L., C.E.O.), and the Institute for Global Health Sciences (T.M.L., C.E.O.), University of California, San Francisco, San Francisco
| | - Huiyu Hu
- From Centre de Recherche en Santé de Nouna, Nouna, Burkina Faso (A.S., M.O., M.B., V.B., T.O., G.C., C.D., C.B.); and the Francis I. Proctor Foundation (E.L., H.H., T.C.P., B.F.A., T.M.L., C.E.O., J.R.), the Department of Epidemiology and Biostatistics (T.C.P., T.M.L., C.E.O.), the Department of Ophthalmology (T.C.P., B.F.A., T.M.L., C.E.O.), and the Institute for Global Health Sciences (T.M.L., C.E.O.), University of California, San Francisco, San Francisco
| | - Jessica Rice
- From Centre de Recherche en Santé de Nouna, Nouna, Burkina Faso (A.S., M.O., M.B., V.B., T.O., G.C., C.D., C.B.); and the Francis I. Proctor Foundation (E.L., H.H., T.C.P., B.F.A., T.M.L., C.E.O., J.R.), the Department of Epidemiology and Biostatistics (T.C.P., T.M.L., C.E.O.), the Department of Ophthalmology (T.C.P., B.F.A., T.M.L., C.E.O.), and the Institute for Global Health Sciences (T.M.L., C.E.O.), University of California, San Francisco, San Francisco
| | - Travis C Porco
- From Centre de Recherche en Santé de Nouna, Nouna, Burkina Faso (A.S., M.O., M.B., V.B., T.O., G.C., C.D., C.B.); and the Francis I. Proctor Foundation (E.L., H.H., T.C.P., B.F.A., T.M.L., C.E.O., J.R.), the Department of Epidemiology and Biostatistics (T.C.P., T.M.L., C.E.O.), the Department of Ophthalmology (T.C.P., B.F.A., T.M.L., C.E.O.), and the Institute for Global Health Sciences (T.M.L., C.E.O.), University of California, San Francisco, San Francisco
| | - Benjamin F Arnold
- From Centre de Recherche en Santé de Nouna, Nouna, Burkina Faso (A.S., M.O., M.B., V.B., T.O., G.C., C.D., C.B.); and the Francis I. Proctor Foundation (E.L., H.H., T.C.P., B.F.A., T.M.L., C.E.O., J.R.), the Department of Epidemiology and Biostatistics (T.C.P., T.M.L., C.E.O.), the Department of Ophthalmology (T.C.P., B.F.A., T.M.L., C.E.O.), and the Institute for Global Health Sciences (T.M.L., C.E.O.), University of California, San Francisco, San Francisco
| | - Thomas M Lietman
- From Centre de Recherche en Santé de Nouna, Nouna, Burkina Faso (A.S., M.O., M.B., V.B., T.O., G.C., C.D., C.B.); and the Francis I. Proctor Foundation (E.L., H.H., T.C.P., B.F.A., T.M.L., C.E.O., J.R.), the Department of Epidemiology and Biostatistics (T.C.P., T.M.L., C.E.O.), the Department of Ophthalmology (T.C.P., B.F.A., T.M.L., C.E.O.), and the Institute for Global Health Sciences (T.M.L., C.E.O.), University of California, San Francisco, San Francisco
| | - Catherine E Oldenburg
- From Centre de Recherche en Santé de Nouna, Nouna, Burkina Faso (A.S., M.O., M.B., V.B., T.O., G.C., C.D., C.B.); and the Francis I. Proctor Foundation (E.L., H.H., T.C.P., B.F.A., T.M.L., C.E.O., J.R.), the Department of Epidemiology and Biostatistics (T.C.P., T.M.L., C.E.O.), the Department of Ophthalmology (T.C.P., B.F.A., T.M.L., C.E.O.), and the Institute for Global Health Sciences (T.M.L., C.E.O.), University of California, San Francisco, San Francisco
| |
Collapse
|
8
|
Sié A, Ouattara M, Bountogo M, Dah C, Ouedraogo T, Boudo V, Lebas E, Hu H, Arnold BF, O’Brien KS, Lietman TM, Oldenburg CE. Single-dose azithromycin for infant growth in Burkina Faso: Prespecified secondary anthropometric outcomes from a randomized controlled trial. PLoS Med 2024; 21:e1004345. [PMID: 38261579 PMCID: PMC10846702 DOI: 10.1371/journal.pmed.1004345] [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: 10/13/2023] [Revised: 02/06/2024] [Accepted: 01/10/2024] [Indexed: 01/25/2024] Open
Abstract
BACKGROUND Antibiotic use during early infancy has been linked to childhood obesity in high-income countries. We evaluated whether a single oral dose of azithromycin administered during infant-well visits led to changes in infant growth outcomes at 6 months of age in a setting with a high prevalence of undernutrition in rural Burkina Faso. METHODS AND FINDINGS Infants were enrolled from September 25, 2019, until October 22, 2022, in a randomized controlled trial designed to evaluate the efficacy of a single oral dose of azithromycin (20 mg/kg) compared to placebo when administered during well-child visits for prevention of infant mortality. The trial found no evidence of a difference in the primary endpoint. This paper presents prespecified secondary anthropometric endpoints including weight gain (g/day), height change (mm/day), weight-for-age Z-score (WAZ), weight-for-length Z-score (WLZ), length-for-age Z-score (LAZ), and mid-upper arm circumference (MUAC). Infants were eligible for the trial if they were between 5 and 12 weeks of age, able to orally feed, and their families were planning to remain in the study area for the duration of the study. Anthropometric measurements were collected at enrollment (5 to 12 weeks of age) and 6 months of age. Among 32,877 infants enrolled in the trial, 27,298 (83%) were followed and had valid anthropometric measurements at 6 months of age. We found no evidence of a difference in weight gain (mean difference 0.03 g/day, 95% confidence interval (CI) -0.12 to 0.18), height change (mean difference 0.004 mm/day, 95% CI -0.05 to 0.06), WAZ (mean difference -0.004 SD, 95% CI -0.03 to 0.02), WLZ (mean difference 0.001 SD, 95% CI -0.03 to 0.03), LAZ (mean difference -0.005 SD, 95% CI -0.03 to 0.02), or MUAC (mean difference 0.01 cm, 95% CI -0.01 to 0.04). The primary limitation of the trial was that measurements were only collected at enrollment and 6 months of age, precluding assessment of shorter-term or long-term changes in growth. CONCLUSIONS Single-dose azithromycin does not appear to affect weight and height outcomes when administered during early infancy. TRIAL REGISTRATION ClinicalTrials.gov NCT03676764.
Collapse
Affiliation(s)
- Ali Sié
- Centre de Recherche en Santé de Nouna, Nouna, Burkina Faso
- Francis I Proctor Foundation, University of California, San Francisco, United States of America
| | | | | | - Clarisse Dah
- Centre de Recherche en Santé de Nouna, Nouna, Burkina Faso
| | | | - Valentin Boudo
- Centre de Recherche en Santé de Nouna, Nouna, Burkina Faso
| | - Elodie Lebas
- Francis I Proctor Foundation, University of California, San Francisco, United States of America
| | - Huiyu Hu
- Francis I Proctor Foundation, University of California, San Francisco, United States of America
| | - Benjamin F. Arnold
- Francis I Proctor Foundation, University of California, San Francisco, United States of America
- Department of Ophthalmology, University of California, San Francisco, United States of America
- Institute for Global Health Sciences, University of California, San Francisco, United States of America
| | - Kieran S. O’Brien
- Francis I Proctor Foundation, University of California, San Francisco, United States of America
- Department of Ophthalmology, University of California, San Francisco, United States of America
- Institute for Global Health Sciences, University of California, San Francisco, United States of America
- Department of Epidemiology & Biostatistics, University of California, San Francisco, United States of America
| | - Thomas M. Lietman
- Francis I Proctor Foundation, University of California, San Francisco, United States of America
- Department of Ophthalmology, University of California, San Francisco, United States of America
- Institute for Global Health Sciences, University of California, San Francisco, United States of America
- Department of Epidemiology & Biostatistics, University of California, San Francisco, United States of America
| | - Catherine E. Oldenburg
- Francis I Proctor Foundation, University of California, San Francisco, United States of America
- Department of Ophthalmology, University of California, San Francisco, United States of America
- Institute for Global Health Sciences, University of California, San Francisco, United States of America
- Department of Epidemiology & Biostatistics, University of California, San Francisco, United States of America
| |
Collapse
|
9
|
Khlevner J, Naranjo K, Hoyer C, Carullo AS, Kerr KW, Marriage B. Healthcare Burden Associated with Malnutrition Diagnoses in Hospitalized Children with Critical Illnesses. Nutrients 2023; 15:3011. [PMID: 37447337 DOI: 10.3390/nu15133011] [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: 05/23/2023] [Revised: 06/28/2023] [Accepted: 06/29/2023] [Indexed: 07/15/2023] Open
Abstract
Our primary study objectives were to (i) determine the proportion of children admitted to the Pediatric Intensive Care Unit (PICU) with malnutrition diagnoses, (ii) compare healthcare utilization by malnourished and non-malnourished PICU patients, and (iii) examine the impact of implementing malnutrition screening and coding practices at a major academic urban tertiary care medical center. Using patient records, we conducted a retrospective analysis of 4106 children admitted to the PICU for severe illnesses between 2011 and 2019. Patients were identified as malnourished if records showed an ICD-9 or ICD-10 code for malnutrition. We compared malnourished and non-malnourished patients by age, admitting diagnoses, number of comorbid conditions, and clinical outcomes (length of stay, hospital readmission). About 1 of every 5 PICU-admitted patients (783/4106) had a malnutrition diagnosis. Patients with malnutrition were younger (mean age 6.2 vs. 6.9 years, p < 0.01) and had more comorbid conditions (14.3 vs. 7.9, p < 0.01) than those without. Malnourished patients had longer hospital stays (26.1 vs. 10.0 days, p < 0.01) and higher 30-day readmission rates (10% vs. 7%, p = 0.03). Implementation of malnutrition screening and coding practices was associated with an increase in malnutrition diagnosis. In this study of children admitted to the PICU, malnourished patients had more comorbid diagnoses and used more healthcare resources (prolonged hospitalizations and higher 30-day readmission rates), leading to higher healthcare costs. Such findings underscore the need for policies, training, and programs emphasizing identification and treatment of malnutrition at hospitals caring for critically ill children.
Collapse
Affiliation(s)
- Julie Khlevner
- Division of Pediatric Gastroenterology, Hepatology and Nutrition, Columbia University Vagelos College of Physicians and Surgeons, New York, NY 10032, USA
| | - Kelly Naranjo
- Department of Biology, New York University, New York, NY 10032, USA
| | - Christine Hoyer
- New York Presbyterian Morgan Stanley Children's Hospital, New York, NY 10032, USA
| | - Angela S Carullo
- New York Presbyterian Morgan Stanley Children's Hospital, New York, NY 10032, USA
| | - Kirk W Kerr
- Abbott Laboratories, Columbus, OH 43023, USA
| | | |
Collapse
|
10
|
Briend A, Myatt M, Berkley JA, Black RE, Boyd E, Garenne M, Lelijveld N, Isanaka S, McDonald CM, Mwangwome M, O’Brien KS, Schwinger C, Stobaugh H, Taneja S, West KP, Khara T. Prognostic value of different anthropometric indices over different measurement intervals to predict mortality in 6-59-month-old children. Public Health Nutr 2023; 26:1210-1221. [PMID: 36722310 PMCID: PMC10346023 DOI: 10.1017/s1368980023000149] [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: 05/17/2022] [Revised: 11/18/2022] [Accepted: 12/26/2022] [Indexed: 02/02/2023]
Abstract
OBJECTIVE To compare the prognostic value of mid-upper arm circumference (MUAC), weight-for-height Z-score (WHZ) and weight-for-age Z-score (WAZ) for predicting death over periods of 1, 3 and 6 months follow-up in children. DESIGN Pooled analysis of twelve prospective studies examining survival after anthropometric assessment. Sensitivity and false-positive ratios to predict death within 1, 3 and 6 months were compared for three individual anthropometric indices and their combinations. SETTING Community-based, prospective studies from twelve countries in Africa and Asia. PARTICIPANTS Children aged 6-59 months living in the study areas. RESULTS For all anthropometric indices, the receiver operating characteristic curves were higher for shorter than for longer durations of follow-up. Sensitivity was higher for death with 1-month follow-up compared with 6 months by 49 % (95 % CI (30, 69)) for MUAC < 115 mm (P < 0·001), 48 % (95 % CI (9·4, 87)) for WHZ < -3 (P < 0·01) and 28 % (95 % CI (7·6, 42)) for WAZ < -3 (P < 0·005). This was accompanied by an increase in false positives of only 3 % or less. For all durations of follow-up, WAZ < -3 identified more children who died and were not identified by WHZ < -3 or by MUAC < 115 mm, 120 mm or 125 mm, but the use of WAZ < -3 led to an increased false-positive ratio up to 16·4 % (95 % CI (12·0, 20·9)) compared with 3·5 % (95 % CI (0·4, 6·5)) for MUAC < 115 mm alone. CONCLUSIONS Frequent anthropometric measurements significantly improve the identification of malnourished children with a high risk of death without markedly increasing false positives. Combining two indices increases sensitivity but also increases false positives among children meeting case definitions.
Collapse
Affiliation(s)
- André Briend
- Department of Nutrition, Exercise and Sports, Faculty of Science, University of Copenhagen, Rolighedsvej 30, DK-1958, Frederiksberg, Denmark
- Tampere Center for Child, Adolescent and Maternal Health Research, Faculty of Medicine and Health Technology, Tampere University and Tampere University Hospital, Arvo building, Arvo Ylpön katu 34, FIN-33014Tampere, Finland
| | - Mark Myatt
- Brixton Health, Cilfach Greigiog, Fford Celynin, Llwyngwril, Gwynedd, UK
- Emergency Nutrition Network, Kidlington, OX, UK
| | - James A Berkley
- KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
- Centre for Tropical Medicine & Global Health, University of Oxford, UK
| | - Robert E Black
- Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Erin Boyd
- USAID, Bureau for Humanitarian Assistance, Washington, DC, USA
- Tufts University, Boston, MA, USA
| | - Michel Garenne
- IRD, UMI Résiliences, Paris, France
- FERDI, Université d’Auvergne, Clermont-Ferrand, France
- MRC/Wits Rural Public Health and Health Transitions Research Unit, School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | | | - Sheila Isanaka
- Department of Research, Epicentre, Paris, France
- Departments of Nutrition and Global Health and Population, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Christine M McDonald
- Departments of Pediatrics, and Epidemiology and Biostatistics, University of California, San Francisco, Oakland, CA, USA
| | - Martha Mwangwome
- KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
- Kenya Medical Research Institute (KEMRI), Centre for Geographic Medicine Research-Coast (CGMRC), Kilifi, Kenya
| | - Kieran S O’Brien
- Department of Ophthalmology, University of California, Francis I. Proctor Foundation, San Francisco, CA, USA
| | - Catherine Schwinger
- Centre for Intervention Science in Maternal and Child Health, Centre for International Health, Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway
| | - Heather Stobaugh
- Tufts University, Boston, MA, USA
- Action Against Hunger USA, New York, NY, USA
| | - Sunita Taneja
- Center for Health Research and Development, Society for Applied Studies, New Delhi, India
| | - Keith P West
- Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Tanya Khara
- Emergency Nutrition Network, Kidlington, OX, UK
| |
Collapse
|
11
|
Bountogo M, Sié A, Zakane A, Compaoré G, Ouédraogo T, Brogdon J, Lebas E, Nyatigo F, Medvedev MM, Arnold BF, Lietman TM, Oldenburg CE. Infant mortality and growth failure after oral azithromycin among low birthweight and underweight neonates: A subgroup analysis of a randomized controlled trial. PLOS GLOBAL PUBLIC HEALTH 2023; 3:e0001009. [PMID: 37186577 PMCID: PMC10184901 DOI: 10.1371/journal.pgph.0001009] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/24/2022] [Accepted: 04/06/2023] [Indexed: 05/17/2023]
Abstract
BACKGROUND Low birthweight (birthweight <2500 grams, g) and underweight (weight-for-age Z-score, WAZ, < -2) infants have higher risk of poor outcomes compared to their well-nourished peers. We evaluated the role of azithromycin for reducing mortality and improving growth outcomes in low birthweight and/or underweight infants. METHODS Infants aged 8-27 days of age weighing ≥2500 g at enrollment in Burkina Faso were randomized 1:1 to a single, oral dose of azithromycin (20 mg/kg) or matching placebo. We evaluated mortality and anthropometric outcomes in four subgroups: 1) both low birthweight and underweight at enrollment; 2) low birthweight-only; 3) underweight-only; 4) neither low birthweight nor underweight. FINDINGS Of 21,832 enrolled infants, 21,320 (98%) had birthweight measurements and included in this analysis. Of these, 747 (3%) were both low birthweight and underweight, 972 (5%) were low birthweight-only, 825 (4%) were underweight-only, and 18,776 (88%) were neither low birthweight nor underweight. Infants who were both low birthweight and underweight receiving azithromycin had lower odds of underweight at 6 months compared to placebo (OR 0.65, 95% CI 0.44 to 0.95), but the treatment group by subgroup interaction was not statistically significant (P = 0.06). We did not find evidence of a difference between groups for other outcomes in any subgroup. INTERPRETATION Azithromycin may have some growth-promoting benefits for the highest risk infants, but we were unable to demonstrate a difference in most outcomes in low birthweight and underweight infants. As a secondary analysis of a trial, this study was underpowered for rare outcomes such as mortality. TRIAL REGISTRATION ClinicalTrials.gov NCT03682653.
Collapse
Affiliation(s)
| | - Ali Sié
- Centre de Recherche en Santé de Nouna, Nouna, Burkina Faso
| | | | | | | | - Jessica Brogdon
- Francis I Proctor Foundation, University of California, San Francisco, San Francisco, California, United States of America
| | - Elodie Lebas
- Francis I Proctor Foundation, University of California, San Francisco, San Francisco, California, United States of America
| | - Fanice Nyatigo
- Francis I Proctor Foundation, University of California, San Francisco, San Francisco, California, United States of America
| | - Melissa M. Medvedev
- Institute for Global Health Sciences, University of California, San Francisco, San Francisco, California, United States of America
- Department of Pediatrics, University of California, San Francisco, San Francisco, California, United States of America
- Maternal, Adolescent, Reproductive & Child Health Centre, London School of Hygiene & Tropical Medicine, London, United Kingdom
| | - Benjamin F. Arnold
- Francis I Proctor Foundation, University of California, San Francisco, San Francisco, California, United States of America
- Department of Ophthalmology, University of California, San Francisco, San Francisco, California, United States of America
| | - Thomas M. Lietman
- Francis I Proctor Foundation, University of California, San Francisco, San Francisco, California, United States of America
- Institute for Global Health Sciences, University of California, San Francisco, San Francisco, California, United States of America
- Department of Ophthalmology, University of California, San Francisco, San Francisco, California, United States of America
- Department of Epidemiology & Biostatistics, University of California, San Francisco, San Francisco, California, United States of America
| | - Catherine E. Oldenburg
- Francis I Proctor Foundation, University of California, San Francisco, San Francisco, California, United States of America
- Institute for Global Health Sciences, University of California, San Francisco, San Francisco, California, United States of America
- Department of Ophthalmology, University of California, San Francisco, San Francisco, California, United States of America
- Department of Epidemiology & Biostatistics, University of California, San Francisco, San Francisco, California, United States of America
| | | |
Collapse
|
12
|
Khara T, Myatt M, Sadler K, Bahwere P, Berkley JA, Black RE, Boyd E, Garenne M, Isanaka S, Lelijveld N, McDonald C, Mertens A, Mwangome M, O’Brien K, Stobaugh H, Taneja S, West KP, Briend A. Anthropometric criteria for best-identifying children at high risk of mortality: a pooled analysis of twelve cohorts. Public Health Nutr 2023; 26:1-17. [PMID: 36734049 PMCID: PMC10131149 DOI: 10.1017/s136898002300023x] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2021] [Revised: 11/18/2022] [Accepted: 01/09/2023] [Indexed: 02/04/2023]
Abstract
OBJECTIVE To understand which anthropometric diagnostic criteria best discriminate higher from lower risk of death in children and explore programme implications. DESIGN A multiple cohort individual data meta-analysis of mortality risk (within 6 months of measurement) by anthropometric case definitions. Sensitivity, specificity, informedness and inclusivity in predicting mortality, face validity and compatibility with current standards and practice were assessed and operational consequences were modelled. SETTING Community-based cohort studies in twelve low-income countries between 1977 and 2013 in settings where treatment of wasting was not widespread. PARTICIPANTS Children aged 6 to 59 months. RESULTS Of the twelve anthropometric case definitions examined, four (weight-for-age Z-score (WAZ) <-2), (mid-upper arm circumference (MUAC) <125 mm), (MUAC < 115 mm or WAZ < -3) and (WAZ < -3) had the highest informedness in predicting mortality. A combined case definition (MUAC < 115 mm or WAZ < -3) was better at predicting deaths associated with weight-for-height Z-score <-3 and concurrent wasting and stunting (WaSt) than the single WAZ < -3 case definition. After the assessment of all criteria, the combined case definition performed best. The simulated workload for programmes admitting based on MUAC < 115 mm or WAZ < -3, when adjusted with a proxy for required intensity and/or duration of treatment, was 1·87 times larger than programmes admitting on MUAC < 115 mm alone. CONCLUSIONS A combined case definition detects nearly all deaths associated with severe anthropometric deficits suggesting that therapeutic feeding programmes may achieve higher impact (prevent mortality and improve coverage) by using it. There remain operational questions to examine further before wide-scale adoption can be recommended.
Collapse
Affiliation(s)
- Tanya Khara
- Emergency Nutrition Network, ENN, 2nd Floor, Marlborough House, 69 High St, Kidlington, OX5 2DN, UK
| | - Mark Myatt
- Brixton Health, Llwyngwril, Gwynedd, Wales, UK
| | - Kate Sadler
- Emergency Nutrition Network, ENN, 2nd Floor, Marlborough House, 69 High St, Kidlington, OX5 2DN, UK
| | - Paluku Bahwere
- Epidemiology, Biostatistics and Clinical Research Centre, School of Public Health, Université libre de Bruxelles
| | - James A Berkley
- Centre for Tropical Medicine & Global Health, University of Oxford, UK
- KEMRI/Wellcome Trust Research Programme, Kilifi, Kenya
| | - Robert E Black
- Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, USA
| | - Erin Boyd
- USAID/Bureau of Humanitarian Assistance, USA
| | - Michel Garenne
- IRD, UMI Résiliences, Paris, France
- Institut Pasteur, Epidémiologie des Maladies Emergentes, Paris, France
- FERDI, Université d’Auvergne, Clermont-Ferrand, France
- MRC/Wits Rural Public Health and Health Transitions Research Unit, School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Sheila Isanaka
- Harvard T.H. Chan School of Public Health, Boston, MA, USA
- Epicentre, Paris, France
| | - Natasha Lelijveld
- Emergency Nutrition Network, ENN, 2nd Floor, Marlborough House, 69 High St, Kidlington, OX5 2DN, UK
| | - Christine McDonald
- Departments of Pediatrics, Epidemiology and Biostatistics, University of California, San Francisco, USA
- Department of Nutrition, University of California, Davis, USA
| | - Andrew Mertens
- Division of Epidemiology & Biostatistics, University of California, Berkeley, USA
| | | | - Kieran O’Brien
- The F.I. Proctor Foundation, University of San Francisco, San Francisco, USA
| | - Heather Stobaugh
- Action Against Hunger USA, New York, NY, USA
- Friedman School of Nutrition Science and Policy, Tufts University, Boston, MA, USA
| | - Sunita Taneja
- Center for Health Research and Development, Society for Applied Studies, New Delhi, India
| | - Keith P West
- Center for Human Nutrition, Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, USA
| | - André Briend
- Center for Child, Adolescent and Maternal Health Research, Faculty of Medicine and Medical Technology, Tampere University, Tampere, Finland
- Department of Nutrition, Exercise and Sports, University of Copenhagen, Fredericksberg, Denmark
| |
Collapse
|
13
|
Thurstans S, Wrottesley SV, Fenn B, Khara T, Bahwere P, Berkley JA, Black RE, Boyd E, Garenne M, Isanaka S, Lelijveld N, McDonald CM, Mertens A, Mwangome M, O'Brien KS, Stobaugh H, Taneja S, West KP, Guerrero S, Kerac M, Briend A, Myatt M. Anthropometric deficits and the associated risk of death by age and sex in children aged 6-59 months: A meta-analysis. MATERNAL & CHILD NUTRITION 2023; 19:e13431. [PMID: 36164997 PMCID: PMC9749608 DOI: 10.1111/mcn.13431] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/12/2022] [Revised: 08/01/2022] [Accepted: 08/23/2022] [Indexed: 12/15/2022]
Abstract
Risk of death from undernutrition is thought to be higher in younger than in older children, but evidence is mixed. Research also demonstrates sex differences whereby boys have a higher prevalence of undernutrition than girls. This analysis described mortality risk associated with anthropometric deficits (wasting, underweight and stunting) in children 6-59 months by age and sex. We categorised children into younger (6-23 months) and older (24-59 months) age groups. Age and sex variations in near-term (within 6 months) mortality risk, associated with individual anthropometric deficits were assessed in a secondary analysis of multi-country cohort data. A random effects meta-analysis was performed. Data from seven low-or-middle-income-countries collected between 1977 and 2013 were analysed. One thousand twenty deaths were recorded for children with anthropometric deficits. Pooled meta-analysis estimates showed no differences by age in absolute mortality risk for wasting (RR 1.08, p = 0.826 for MUAC < 125 mm; RR 1.35, p = 0.272 for WHZ < -2). For underweight and stunting, absolute risk of death was higher in younger (RR 2.57, p < 0.001) compared with older children (RR 2.83, p < 0.001). For all deficits, there were no differences in mortality risk for girls compared with boys. There were no differences in the risk of mortality between younger and older wasted children, supporting continued inclusion of all children under-five in wasting treatment programmes. The risk of mortality associated with underweight and stunting was higher among younger children, suggesting that prevention programmes might be justified in focusing on younger children where resources are limited. There were no sex differences by age in mortality risk for all deficits.
Collapse
Affiliation(s)
- Susan Thurstans
- London School of Hygiene and Tropical MedicineLondonUK
- Emergency Nutrition NetworkKidlingtonUK
| | | | | | | | - Paluku Bahwere
- Epidemiology, Biostatistics and Clinical Research Centre, School of public HealthUniversité libre de BruxellesBrusselsBelgium
| | - James A. Berkley
- Centre for Tropical Medicine & Global HealthUniversity of OxfordOxfordUK
- Kenya Medical Research Institute (KEMRI)Centre for Geographic Medicine Research Coast (CGMRC) & KEMRI Wellcome Trust Research ProgrammeKilifiKenya
| | - Robert E. Black
- Department of International HealthJohns Hopkins Bloomberg School of Public HealthBaltimoreUSA
| | - Erin Boyd
- USAID/Bureau of Humanitarian AssistanceWashington DCUSA
- Friedman School of Nutrition Science and PolicyTufts UniversityBostonMassachusettsUSA
| | - Michel Garenne
- IRDUMI RésiliencesParisFrance
- Institut PasteurEpidémiologie des Maladies EmergentesParisFrance
- FERDIUniversité d'AuvergneClermont‐FerrandFrance
- MRC/Wits Rural Public Health and Health Transitions Research Unit, School of Public Health, Faculty of Health SciencesUniversity of the WitwatersrandJohannesburgSouth Africa
| | - Sheila Isanaka
- Harvard T. H. Chan School of Public HealthBostonMassachusettsUSA
- EpicentreParisFrance
| | | | - Christine M. McDonald
- Departments of Pediatrics, and Epidemiology & BiostatisticsUniversity of CaliforniaSan FranciscoCaliforniaUSA
- Department of NutritionUniversity of CaliforniaDavisUSA
| | - Andrew Mertens
- Division of Epidemiology & BiostatisticsUniversity of CaliforniaBerkeleyUSA
| | - Martha Mwangome
- Kenya Medical Research Institute (KEMRI)Centre for Geographic Medicine Research Coast (CGMRC) & KEMRI Wellcome Trust Research ProgrammeKilifiKenya
| | - Kieran S. O'Brien
- Francis I. Proctor FoundationUniversity of CaliforniaSan FranciscoUSA
| | - Heather Stobaugh
- Friedman School of Nutrition Science and PolicyTufts UniversityBostonMassachusettsUSA
- Action Against Hunger USANew YorkNew YorkUSA
| | - Sunita Taneja
- Center for Health Research and DevelopmentSociety for Applied StudiesNew DelhiIndia
| | - Keith P. West
- Department of International HealthJohns Hopkins Bloomberg School of Public HealthBaltimoreUSA
| | | | - Marko Kerac
- London School of Hygiene and Tropical MedicineLondonUK
| | - André Briend
- Center for Child Health Research, Faculty of Medicine and Medical TechnologyTampere UniversityTampereFinland
- Department of Nutrition, Exercise, and SportsUniversity of CopenhagenFredericksbergDenmark
| | - Mark Myatt
- Brixton Health, LlwyngwrilGwyneddWalesUK
| |
Collapse
|
14
|
Thurstans S, Sessions N, Dolan C, Sadler K, Cichon B, Isanaka S, Roberfroid D, Stobaugh H, Webb P, Khara T. The relationship between wasting and stunting in young children: A systematic review. MATERNAL & CHILD NUTRITION 2022; 18:e13246. [PMID: 34486229 PMCID: PMC8710094 DOI: 10.1111/mcn.13246] [Citation(s) in RCA: 40] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/26/2021] [Revised: 05/26/2021] [Accepted: 06/22/2021] [Indexed: 11/27/2022]
Abstract
In 2014, the Emergency Nutrition Network published a report on the relationship between wasting and stunting. We aim to review evidence generated since that review to better understand the implications for improving child nutrition, health and survival. We conducted a systematic review following PRISMA guidelines, registered with PROSPERO. We identified search terms that describe wasting and stunting and the relationship between the two. We included studies related to children under five from low- and middle-income countries that assessed both ponderal growth/wasting and linear growth/stunting and the association between the two. We included 45 studies. The review found the peak incidence of both wasting and stunting is between birth and 3 months. There is a strong association between the two conditions whereby episodes of wasting contribute to stunting and, to a lesser extent, stunting leads to wasting. Children with multiple anthropometric deficits, including concurrent stunting and wasting, have the highest risk of near-term mortality when compared with children with any one deficit alone. Furthermore, evidence suggests that the use of mid-upper-arm circumference combined with weight-for-age Z score might effectively identify children at most risk of near-term mortality. Wasting and stunting, driven by common factors, frequently occur in the same child, either simultaneously or at different moments through their life course. Evidence of a process of accumulation of nutritional deficits and increased risk of mortality over a child's life demonstrates the pressing need for integrated policy, financing and programmatic approaches to the prevention and treatment of child malnutrition.
Collapse
Affiliation(s)
- Susan Thurstans
- Department of Population HealthLondon School of Hygiene and Tropical MedicineLondonUnited KingdomUK
- Emergency Nutrition NetworkOxfordUK
| | | | | | | | | | - Sheila Isanaka
- Department of EpidemiologyHarvard T.H. Chan School of Public HealthBostonMassachusettsUSA
- Department of ResearchEpicentreParisFrance
| | - Dominique Roberfroid
- Faculty of MedicineUniversity of NamurNamurBelgium
- Department of Food Technology, Safety and HealthGhent UniversityGhentBelgium
| | - Heather Stobaugh
- Action Against Hunger USANew YorkNew YorkUSA
- Friedman School of Nutrition Science and PolicyTufts UniversityBostonMassachusettsUSA
| | - Patrick Webb
- Friedman School of Nutrition Science and PolicyTufts UniversityBostonMassachusettsUSA
| | | |
Collapse
|
15
|
Strysko JP, Steenhoff AP. Biomarkers Make the Case for a Comprehensive Approach to Diagnosing Severe Acute Malnutrition. Pediatrics 2021; 147:peds.2021-050215. [PMID: 34021064 DOI: 10.1542/peds.2021-050215] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 03/18/2021] [Indexed: 11/24/2022] Open
Affiliation(s)
- Jonathan P Strysko
- Children's Hospital of Philadelphia, Philadelphia, Pennsylvania; .,Botswana-University of Pennsylvania Partnership, Gaborone, Botswana; and.,Department of Paediatrics and Adolescent Health, Faculty of Medicine, University of Botswana, Gaborone, Botswana
| | - Andrew P Steenhoff
- Children's Hospital of Philadelphia, Philadelphia, Pennsylvania.,Botswana-University of Pennsylvania Partnership, Gaborone, Botswana; and.,Department of Paediatrics and Adolescent Health, Faculty of Medicine, University of Botswana, Gaborone, Botswana
| |
Collapse
|
16
|
Single-dose azithromycin for child growth in Burkina Faso: a randomized controlled trial. BMC Pediatr 2021; 21:130. [PMID: 33731058 PMCID: PMC7967941 DOI: 10.1186/s12887-021-02601-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/09/2020] [Accepted: 03/08/2021] [Indexed: 11/10/2022] Open
Abstract
Background In lower resource settings, previous randomized controlled trials have demonstrated evidence of increased weight gain following antibiotic administration in children with acute illness. We conducted an individually randomized trial to assess whether single dose azithromycin treatment causes weight gain in a general population sample of children in Burkina Faso. Methods Children aged 8 days to 59 months were enrolled in November 2019 and followed through June 2020 in Nouna Town, Burkina Faso. Participants were randomly assigned to a single oral dose of azithromycin (20 mg/kg) or matching placebo. Anthropometric measurements were collected at baseline and 14 days and 6 months after enrollment. The primary anthropometric outcome was weight gain velocity in g/kg/day from baseline to 14 days and 6 months in separate linear regression models. Results Of 450 enrolled children, 230 were randomly assigned to azithromycin and 220 to placebo. Median age was 26 months (IQR 16 to 38 months) and 51% were female. At 14 days, children in the azithromycin arm gained a mean difference of 0.9 g/kg/day (95% CI 0.2 to 1.6 g/kg/day, P = 0.01) more than children in the placebo arm. There was no difference in weight gain velocity in children receiving azithromycin compared to placebo at 6 months (mean difference 0.04 g/kg/day, 95% CI − 0.05 to 0.13 g/kg/day, P = 0.46). There were no significant differences in other anthropometric outcomes. Conclusions Transient increases in weight gain were observed after oral azithromycin treatment, which may provide short-term benefits. Clinical trials registration ClinicalTrials.gov NCT03676751. Registered 19/09/2018. Supplementary Information The online version contains supplementary material available at 10.1186/s12887-021-02601-7.
Collapse
|
17
|
Bountogo M, Ouattara M, Sié A, Compaoré G, Dah C, Boudo V, Zakane A, Lebas E, Brogdon JM, Godwin WW, Lin Y, Arnold BF, Oldenburg CE. Access to Improved Sanitation and Nutritional Status among Preschool Children in Nouna District, Burkina Faso. Am J Trop Med Hyg 2021; 104:1540-1545. [PMID: 33556039 PMCID: PMC8045633 DOI: 10.4269/ajtmh.20-0527] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2020] [Accepted: 10/16/2020] [Indexed: 11/07/2022] Open
Abstract
Access to improved sanitation and hygiene may improve child nutritional status by reducing exposure to enteric pathogens. We evaluated this relationship as part of the Community Health with Azithromycin Trial, a community-randomized trial of azithromycin versus placebo for the prevention of child mortality in rural Burkina Faso. Before the baseline study visit, a door-to-door household survey was conducted for all households in the study area. During the baseline study census, which occurred approximately 9 months after the household survey, a mid-upper arm circumference (MUAC) measurement was obtained from each child. We evaluated the relationship between household improved latrine use compared with unimproved latrines or open defecation and MUAC in children aged 6-59 months. Among 32,172 children with household survey data and MUAC measurements, 931 (2.9%) had an MUAC less than 12.5 cm and were classified as having moderate acute malnutrition (MAM). The odds of MAM were higher in children living in households with an unimproved latrine than those with an improved latrine (adjusted odds ratio: 1.60; 95% CI: 1.11-2.31). Children in households with unimproved latrines and households that practiced open defection had approximate 0.15 cm reduced MUAC compared with those in households with an improved latrine. There was a small, but statistically significant, association between improved latrine and nutritional status in preschool children as measured by MUAC.
Collapse
Affiliation(s)
| | | | - Ali Sié
- 1Centre de Recherche en Santé de Nouna, Nouna, Burkina Faso
| | | | - Clarisse Dah
- 1Centre de Recherche en Santé de Nouna, Nouna, Burkina Faso
| | - Valentin Boudo
- 1Centre de Recherche en Santé de Nouna, Nouna, Burkina Faso
| | | | - Elodie Lebas
- 2Francis I Proctor Foundation, University of California, San Francisco, California
| | - Jessica M Brogdon
- 2Francis I Proctor Foundation, University of California, San Francisco, California
| | - William W Godwin
- 2Francis I Proctor Foundation, University of California, San Francisco, California
| | - Ying Lin
- 2Francis I Proctor Foundation, University of California, San Francisco, California
| | - Benjamin F Arnold
- 2Francis I Proctor Foundation, University of California, San Francisco, California.,3Department of Ophthalmology, University of California, San Francisco, California
| | - Catherine E Oldenburg
- 2Francis I Proctor Foundation, University of California, San Francisco, California.,3Department of Ophthalmology, University of California, San Francisco, California.,4Department of Epidemiology and Biostatistics, University of California, San Francisco, California
| | | |
Collapse
|
18
|
O’Brien KS, Arzika AM, Maliki R, Manzo F, Mamkara AK, Lebas E, Cook C, Bailey RL, West SK, Oldenburg CE, Porco TC, Arnold B, Keenan JD, Lietman TM. Biannual azithromycin distribution and child mortality among malnourished children: A subgroup analysis of the MORDOR cluster-randomized trial in Niger. PLoS Med 2020; 17:e1003285. [PMID: 32931496 PMCID: PMC7491708 DOI: 10.1371/journal.pmed.1003285] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/13/2020] [Accepted: 08/10/2020] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND Biannual azithromycin distribution has been shown to reduce child mortality as well as increase antimicrobial resistance. Targeting distributions to vulnerable subgroups such as malnourished children is one approach to reaching those at the highest risk of mortality while limiting selection for resistance. The objective of this analysis was to assess whether the effect of azithromycin on mortality differs by nutritional status. METHODS AND FINDINGS A large simple trial randomized communities in Niger to receive biannual distributions of azithromycin or placebo to children 1-59 months old over a 2-year timeframe. In exploratory subgroup analyses, the effect of azithromycin distribution on child mortality was assessed for underweight subgroups using weight-for-age Z-score (WAZ) thresholds of -2 and -3. Modification of the effect of azithromycin on mortality by underweight status was examined on the additive and multiplicative scale. Between December 2014 and August 2017, 27,222 children 1-11 months of age from 593 communities had weight measured at their first study visit. Overall, the average age among included children was 4.7 months (interquartile range [IQR] 3-6), 49.5% were female, 23% had a WAZ < -2, and 10% had a WAZ < -3. This analysis included 523 deaths in communities assigned to azithromycin and 661 deaths in communities assigned to placebo. The mortality rate was lower in communities assigned to azithromycin than placebo overall, with larger reductions among children with lower WAZ: -12.6 deaths per 1,000 person-years (95% CI -18.5 to -6.9, P < 0.001) overall, -17.0 (95% CI -28.0 to -7.0, P = 0.001) among children with WAZ < -2, and -25.6 (95% CI -42.6 to -9.6, P = 0.003) among children with WAZ < -3. No statistically significant evidence of effect modification was demonstrated by WAZ subgroup on either the additive or multiplicative scale (WAZ < -2, additive: 95% CI -6.4 to 16.8, P = 0.34; WAZ < -2, multiplicative: 95% CI 0.8 to 1.4, P = 0.50, WAZ < -3, additive: 95% CI -2.2 to 31.1, P = 0.14; WAZ < -3, multiplicative: 95% CI 0.9 to 1.7, P = 0.26). The estimated number of deaths averted with azithromycin was 388 (95% CI 214 to 574) overall, 116 (95% CI 48 to 192) among children with WAZ < -2, and 76 (95% CI 27 to 127) among children with WAZ < -3. Limitations include the availability of a single weight measurement on only the youngest children and the lack of power to detect small effect sizes with this rare outcome. Despite the trial's large size, formal tests for effect modification did not reach statistical significance at the 95% confidence level. CONCLUSIONS Although mortality rates were higher in the underweight subgroups, this study was unable to demonstrate that nutritional status modified the effect of biannual azithromycin distribution on mortality. Even if the effect were greater among underweight children, a nontargeted intervention would result in the greatest absolute number of deaths averted. TRIAL REGISTRATION The MORDOR trial is registered at clinicaltrials.gov NCT02047981.
Collapse
Affiliation(s)
- Kieran S. O’Brien
- Francis I. Proctor Foundation, University of California, San Francisco, California, United States of America
- Division of Epidemiology, School of Public Health, University of California, Berkeley, California, United States of America
- * E-mail:
| | | | | | | | | | - Elodie Lebas
- Francis I. Proctor Foundation, University of California, San Francisco, California, United States of America
| | - Catherine Cook
- Francis I. Proctor Foundation, University of California, San Francisco, California, United States of America
| | - Robin L. Bailey
- Clinical Research Unit, Department of Infectious and Tropical Diseases, London School of Hygiene & Tropical Medicine, London, United Kingdom
| | - Sheila K. West
- Dana Center for Preventive Ophthalmology, Wilmer Eye Institute, Johns Hopkins University, Baltimore, Maryland, United States of America
| | - Catherine E. Oldenburg
- Francis I. Proctor Foundation, University of California, San Francisco, California, United States of America
| | - Travis C. Porco
- Francis I. Proctor Foundation, University of California, San Francisco, California, United States of America
- Department of Ophthalmology, University of California, San Francisco, California, United States of America
- Department of Epidemiology and Biostatistics, University of California, San Francisco, California, United States of America
- Institute for Global Health Sciences, University of California, San Francisco, California, United States of America
| | - Benjamin Arnold
- Francis I. Proctor Foundation, University of California, San Francisco, California, United States of America
- Department of Ophthalmology, University of California, San Francisco, California, United States of America
| | - Jeremy D. Keenan
- Francis I. Proctor Foundation, University of California, San Francisco, California, United States of America
- Department of Ophthalmology, University of California, San Francisco, California, United States of America
| | - Thomas M. Lietman
- Francis I. Proctor Foundation, University of California, San Francisco, California, United States of America
- Department of Ophthalmology, University of California, San Francisco, California, United States of America
- Department of Epidemiology and Biostatistics, University of California, San Francisco, California, United States of America
- Institute for Global Health Sciences, University of California, San Francisco, California, United States of America
| | | |
Collapse
|