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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.
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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
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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).
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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
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Doocy S, King S, Ismail S, Leidman E, Stobaugh H. A Prospective Comparison of Standard and Modified Acute Malnutrition Treatment Protocols during COVID-19 in South Sudan. Nutrients 2023; 15:4853. [PMID: 38068713 PMCID: PMC10708020 DOI: 10.3390/nu15234853] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2023] [Revised: 11/14/2023] [Accepted: 11/16/2023] [Indexed: 12/18/2023] Open
Abstract
A non-randomized prospective cohort study was conducted in 2022 to compare recovery rate and length of stay (LoS) for acutely malnourished children treated under South Sudan's standard Community Management of Acute Malnutrition (CMAM) protocol and a COVID-modified protocol. Children aged 6-59 months received acute malnutrition (AM) treatment under the standard or modified protocol (mid-upper-arm circumference-only entry/exit criteria and simplified dosing). Primary (recovery rate and LoS) were compared for outpatient therapeutic (OTP) and therapeutic supplementary feeding programs (TSFP) using descriptive statistics and mixed-effects models. Children admitted to OTP under both protocols were similar in age and sex; children admitted to TSFP were significantly older under the modified protocol than the standard protocol. Shorter LoS and higher recovery rates were observed under the modified protocol for both OTP (recovery: 93.3% vs. 87.2%; LoS: 38.3 vs. 42.8 days) and TSFP (recovery: 79.8% vs. 72.7%; LoS: 54.0 vs. 61.9 days). After adjusting for site and child characteristics, neither differences in adjusted odds of recovery [OTP: 2.63; TSFP 1.80] nor LoS [OTP -10.0; TSFP -7.8] remained significant. Modified protocols for AM performed well. Adjusted models indicate similar treatment outcomes to the standard protocol. Adopting simplified protocols could be beneficial post-pandemic; however, recovery and relapse will need to be monitored.
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Affiliation(s)
- Shannon Doocy
- Johns Hopkins Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD 21205, USA
| | - Sarah King
- Action Against Hunger, New York, NY 10004, USA; (S.K.); (H.S.)
- US Centers for Disease Control and Prevention, Atlanta, GA 30333, USA; (S.I.); (E.L.)
| | - Sule Ismail
- US Centers for Disease Control and Prevention, Atlanta, GA 30333, USA; (S.I.); (E.L.)
- Integral Global Consulting, Atlanta, GA 30084, USA
| | - Eva Leidman
- US Centers for Disease Control and Prevention, Atlanta, GA 30333, USA; (S.I.); (E.L.)
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Hayes J, Quiring M, Kerac M, Smythe T, Tann CJ, Groce N, Gultie Z, Nyesigomwe L, DeLacey E. Mid-upper arm circumference (MUAC) measurement usage among children with disabilities: A systematic review. Nutr Health 2023:2601060231181607. [PMID: 37338528 DOI: 10.1177/02601060231181607] [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] [Indexed: 06/21/2023]
Abstract
Background: Anthropometric measurements, including mid-upper arm circumference (MUAC), are used for monitoring and evaluating children's nutritional status. Evidence is limited on optimal nutritional assessment for children with disabilities, who are at high risk for malnutrition. Aim: This study describes MUAC use among children with disabilities. Methods: Four databases (Embase, Global Health, Medline, and CINHAL) were searched from January 1990 through September 2021 using a predefined search strategy. Of the 305 publications screened, 32 papers were included. Data included children 6 months to 18 years old with disabilities. Data including general study characteristics, methods for MUAC measurement, terminology, and measurement references were extracted into Excel. Due to heterogeneity of the data, a narrative synthesis was used. Results: Studies from 24 countries indicate that MUAC is being used as part of nutritional assessment, but MUAC measurement methods, references, and cutoffs were inconsistent. Sixteen (50%) reported MUAC as a mean ± standard deviation (SD), 11 (34%) reported ranges or percentiles, 6 (19%) reported z-scores, and 4 (13%) used other methods. Fourteen (45%) studies included both MUAC and weight-for-height but nonstandard reporting limited comparability of the indicators for identifying those at risk of malnutrition. Conclusion: Although its speed, simplicity, and ease of use afford MUAC great potential for assessing children with disabilities, more research is needed to understand its appropriateness, and how it performs at identifying nutritionally high-risk children in comparison to other measures. Without validated inclusive measures to identify malnutrition and monitor growth and health, millions of children could have severe consequences for their development.
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Affiliation(s)
- Julia Hayes
- Nutrition and Health Services, Holt International, Eugene, Oregon, USA
| | - Michael Quiring
- Nutrition and Health Services, Holt International, Eugene, Oregon, USA
| | - Marko Kerac
- Department of Population Health, Faculty of Epidemiology and Population Health, London School of Hygiene & Tropical Medicine, University of London, London, UK
- Centre for Maternal, Adolescent, Reproductive, & Child Health (MARCH), London School of Hygiene & Tropical Medicine, University of London, London, UK
| | - Tracey Smythe
- International Centre for Evidence in Disability, Department of Population Health, Faculty of Epidemiology and Population Health, London School of Hygiene & Tropical Medicine, University of London, London, UK
- Division of Physiotherapy, Department of Health and Rehabilitation Sciences, Stellenbosch University, Cape Town, South Africa
| | - Cally J Tann
- Centre for Maternal, Adolescent, Reproductive, & Child Health (MARCH), London School of Hygiene & Tropical Medicine, University of London, London, UK
- Infectious Disease Epidemiology & International Health, Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, University of London, London, UK
- MRC/UVRI & LSHTM Uganda Research Unit, Entebbe, Uganda
- Neonatal Medicine, University College London Hospitals NHS Trust, London, UK
| | - Nora Groce
- UCL International Disability Research Centre, Department of Epidemiology and Health Care, University College London, London UK
| | | | | | - Emily DeLacey
- Nutrition and Health Services, Holt International, Eugene, Oregon, USA
- Department of Population Health, Faculty of Epidemiology and Population Health, London School of Hygiene & Tropical Medicine, University of London, London, UK
- Centre for Maternal, Adolescent, Reproductive, & Child Health (MARCH), London School of Hygiene & Tropical Medicine, University of London, London, UK
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Kangas ST, Coulibaly IN, Tausanovitch Z, Ouologuem B, Marron B, Radin E, Ritz C, Dembele S, Ouédraogo CT, Bailey J. Post-Recovery Relapse of Children Treated with a Simplified, Combined Nutrition Treatment Protocol in Mali: A Prospective Cohort Study. Nutrients 2023; 15:nu15112636. [PMID: 37299599 DOI: 10.3390/nu15112636] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Revised: 05/26/2023] [Accepted: 05/29/2023] [Indexed: 06/12/2023] Open
Abstract
The present study aimed to determine the 6-month incidence of relapse and associated factors among children who recovered from acute malnutrition (AM) following mid-upper arm circumference (MUAC)-based simplified combined treatment using the ComPAS protocol. A prospective cohort of 420 children who had reached a MUAC ≥ 125 mm for two consecutive measures was monitored between December 2020 and October 2021. Children were seen at home fortnightly for 6 months. The overall 6-month cumulative incidence of relapse [95%CI] into MUAC < 125 mm and/or edema was 26.1% [21.7; 30.8] and 1.7% [0.6; 3.6] to MUAC < 115 mm and/or edema. Relapse was similar among children initially admitted to treatment with a MUAC < 115 mm and/or oedema and among those with a MUAC ≥ 115 mm but <125 mm. Relapse was predicted by lower anthropometry both at admission to and discharge from treatment, and a higher number of illness episodes per month of follow-up. Having a vaccination card, using an improved water source, having agriculture as the main source of income, and increases in caregiver workload during follow-up all protected from relapse. Children discharged as recovered from AM remain at risk of relapsing into AM. To achieve reduction in relapse, recovery criteria may need to be revised and post-discharge strategies tested.
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Affiliation(s)
| | | | | | | | | | | | - Christian Ritz
- National Institute of Public Health, Copenhagen, Denmark
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Wrabel M, Stokes‐Walters R, King S, Funnell G, Stobaugh H. Programmatic adaptations to acute malnutrition screening and treatment during the COVID-19 pandemic. MATERNAL & CHILD NUTRITION 2022; 18:e13406. [PMID: 35929509 PMCID: PMC9480950 DOI: 10.1111/mcn.13406] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 02/17/2022] [Revised: 06/13/2022] [Accepted: 06/21/2022] [Indexed: 11/30/2022]
Abstract
The COVID-19 pandemic presented numerous challenges to acute malnutrition screening and treatment. To enable continued case identification and service delivery while minimising transmission risks, many organisations and governments implemented adaptations to community-based management of acute malnutrition (CMAM) programmes for children under 5. These included: Family mid-upper arm circumference (MUAC); modified admission and discharge criteria; modified dosage of therapeutic foods; and reduced frequency of follow-up visits. This paper presents qualitative findings from a larger mixed methods study to document practitioners' operational experiences and lessons learned from these adaptations. Findings reflect insights from 37 interviews representing 15 organisations in 17 countries, conducted between July 2020 and January 2021. Overall, interviewees indicated that adaptations were mostly well-accepted by staff, caregivers and communities. Family MUAC filled screening gaps linked to COVID-19 disruptions; however, challenges included long-term accuracy of caregiver measurements; implementing an intervention that could increase demand for inconsistent services; and limited guidance to monitor programme quality and impact. Modified admission and discharge criteria and modified dosage streamlined logistics and implementation with positive impacts on staff workload and caregiver understanding of the programme. Reduced frequency of visits enabled social distancing by minimising crowding at facilities and lessened caregivers' need to travel. Concerns remained about how adaptations impacted children's identification for and progress through treatment and programme outcomes. Most respondents anticipated reverting to standard protocols once transmission risks were mitigated. Further evidence, including multi-year programmatic data analysis and rigorous research, is needed in diverse contexts to understand adaptations' impacts, including how to ensure equity and mitigate unintended consequences.
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Affiliation(s)
| | | | - Sarah King
- Action Against Hunger USAWashington, DCUSA
| | | | - Heather Stobaugh
- Action Against Hunger USAWashington, DCUSA
- Friedman School of Nutrition Science and PolicyTufts UniversityBostonMassachusettsUSA
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Lambebo A, Mezemir Y, Tamiru D, Belachew T. Validating the diagnostic performance of MUAC in screening moderate acute malnutrition and developing an optimal cut-off for under five children of different regions in Ethiopia. PLoS One 2022; 17:e0273634. [PMID: 36173965 PMCID: PMC9521901 DOI: 10.1371/journal.pone.0273634] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2021] [Accepted: 08/11/2022] [Indexed: 11/27/2022] Open
Abstract
Background Valid and reliable anthropometric indicator is useful for early detection and treatment for under nutrition. Although, mid upper arm circumference (MUAC) is used for screening of children with moderate acute malnutrition in Ethiopia, its performance for the different ethnic groups has not been evaluated. Objective To determine the diagnostic performance of MUAC for determination of moderate wasting among children of different ethnic background and develop optimal cut-off. Methods A community based cross-sectional study was conducted among under five children of the three regions namely: Somalia, Amhara and Gambella Regions. The diagnostic performance of MUAC was validated using weight for height Z-score< -2 as a gold standard binary classifier. Test variable is mid upper arm circumference (MUAC< 12.5cm) and weight for height Z-Score (WHZ) is standard variable. ROC analysis performed based on the assumptions of MUAC value lower the cut-off point indicates the undernutrition. Area under the curve and validity measures (sensitivity and specificity) was generated as parameter estimated. The results were presented using tables and ROC curves. Results Except in the Gambella region, there was fair agreement between MUC<12.5cm and Weight for Height Z score<-2 in diagnosing wasting in Somali (Sensitivity = 29.3%, Kappa = 0.325, P<0.001) and in Gambella regions (Sensitivity = 16.7%, Kappa = 0.19, P<0.001). In Amhara region there was fair agreement between the two measures in diagnosing moderate acute malnutrition (MAM) (Sensitivity = 16%, Kappa = 0.216). For the Overall sample, the sensitivity of MUAC<12.5cm was 20.6% (Kappa = 0.245, P<0.001. Based on ROC analysis, the optimal cutoff value of MUAC for diagnosing moderate acute malnutrition for the two regions namely for Gambella and Amhara was 13.85cm with sensitivity of 0.99 and 1.00, respectively. However, for Somali Region the optimal cut was 13.75cm (Sensitivity = 0.98 cm and specificity = 0.71). Conclusion Findings revealed that the inter reliability of measurement for MUAC< 12.5cm and WHZ<-2 for diagnosing MAM was low among different ethnic groups with the cut-off varying in each region. The existing cutoff point is less sensitive for diagnosis of MAM. As Ethiopia is home of diverse ethnic groups with different body frame and environmental conditions, the new cut off points developed for each region recommended to be used for screening moderate acute malnutrition to prevent relapse of MAM and reduce chronic malnutrition.
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Affiliation(s)
- Abera Lambebo
- Department of Public Health College of Health Science, Debre Berhan University, Debre Berhan, Ethiopia
- * E-mail:
| | - Yordanos Mezemir
- Department of Public Health, Debre Berhan Health Science College, Debre Berhan, Amhara Regional State, Ethiopia
| | - Dessalegn Tamiru
- Faculty of Public Health, Department of Nutrition and Dietetics, Jimma University, Jimma, Ethiopia
| | - Tefera Belachew
- Faculty of Public Health, Department of Nutrition and Dietetics, Jimma University, Jimma, Ethiopia
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Bai P, Rais H, Fawad B, Kumari S. Concordance Between Indices of Malnutrition: Mid-Upper Arm Circumference V/S Weight for the Height Z Score in Different Age Groups in Karachi, Pakistan. Cureus 2022; 14:e27387. [PMID: 36046331 PMCID: PMC9419114 DOI: 10.7759/cureus.27387] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/28/2022] [Indexed: 11/10/2022] Open
Abstract
Objective To compare the WHO cut-off of the mid-upper arm circumference (MUAC) with the weight for height z-score (WHZ) in different age groups of children (6 months to 59 months of age) with acute malnutrition in Pakistan. Methodology A cross-sectional study was carried out in the pediatric unit of Ziauddin Medical University and Hospital on malnourished children from six to 59 months of age to compare two different indices of malnutrition, MUAC and WHZ. A total of 450 children with WHZ of <-2SD and <-3SD were included in the study after excluding children with failure to thrive due to chronic illness, congenital defects, and immune deficiencies/malabsorption. Results The study revealed a significant mean difference in weight, height, and MUAC among the participants (0.030, 0.053, and 0.02). The sensitivity of MUAC at <11.5 cm was highest in the 12-24-month age group with a decline at 24-48 months while specificity was highest at six to 12 months of age, which shows a mixed response. Conclusion The result revealed variation in the cut-off value of MUAC in different age groups; the best specificity of MUAC was found at six to 12 months of age and the best sensitivity at 12-24 months of age.
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Lamsal KP, Parajuli KR, Pun BK, Adhikari RP, Bashyal M, Dangol B, Cunningham K. Accuracy of Using Mid-Upper Arm Circumference to Detect Wasting Among Children Aged 6–59 Months in Nepal. GLOBAL HEALTH: SCIENCE AND PRACTICE 2021; 9:881-889. [PMID: 34933983 PMCID: PMC8691868 DOI: 10.9745/ghsp-d-20-00450] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 08/06/2021] [Accepted: 10/05/2021] [Indexed: 11/22/2022]
Abstract
When comparing the sensitivity and specificity of mid-upper arm circumference (MUAC) versus weight-for-height z-scores (WHZ) to identify wasting in children aged 6–59 months in Nepal, our findings suggest that only using MUAC compared to WHZ to screen may exclude a large number of children who could be at risk of severe or moderate acute malnutrition. Background: In countries with a high prevalence of undernutrition, timely, accurate screening at the community level is essential to identify children with wasting. The World Health Organization recommends using either weight-for-height z-scores (WHZ) and mid-upper arm circumference (MUAC) or both measures and signs of edema to be used to identify children with severe acute malnutrition for treatment. We compared WHZ and MUAC cutoffs to identify wasting among children aged 6–59 months in Nepal, using WHZ as the reference standard. Methods: We used cross-sectional anthropometric data for 3,169 children aged 6–59 months from a 2017 cross-sectional dataset, representative of 42 of Nepal's 77 districts. We used descriptive statistics, receiver operating characteristic (ROC) curves, and kappa statistics to compare the use of MUAC and WHZ to identify wasting. The Youden index was calculated to determine the optimum MUAC cutoffs. Results: The prevalence of wasting was 3.1% and 10.5% using MUAC and WHZ, respectively. We found 13.6% sensitivity for severe acute malnutrition (SAM) (MUAC <115 mm) and 21.0% sensitivity for moderate acute malnutrition (MAM) (MUAC ≥115 to <125 mm), with specificity of 99.7% and 91.2%, respectively. The sensitivity of MUAC for children aged 6–23 months was higher than for children aged 24–59 months. The total area of the ROC curve was 0.53 for the MUAC cutoff for SAM and 0.56 for MAM. The optimum MUAC cutoffs for SAM and MAM were 125 mm and 132 mm, respectively. Conclusions: Although MUAC can be used as a rapid screening tool to detect wasting in children aged 6–59 months, using the recommended MUAC cutoffs captures only a small proportion of the total number of wasted children. The poor sensitivity and specificity of MUAC compared to WHZ suggests a need to refine admission and discharge criteria for acute malnutrition management programs to ensure that wasting among infants and children in Nepal is consistently and accurately diagnosed and treated.
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Affiliation(s)
| | - Kedar Raj Parajuli
- Nutrition Section, Ministry of Health and Population, Government of Nepal, Kathmandu, Nepal
| | | | | | - Manoj Bashyal
- Nepali Technical Assistance Group (NTAG), Kathmandu, Nepal
| | | | - Kenda Cunningham
- Helen Keller International, Kathmandu, Nepal
- London School of Hygiene and Tropical Medicine. London, United Kingdom
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Vieira RR, de Campos MMS, Zamberlan P, Viani K. Can calf circumference be a viable option for nutritional assessment in the PICU? Clin Nutr ESPEN 2021; 45:356-362. [PMID: 34620340 DOI: 10.1016/j.clnesp.2021.07.019] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2020] [Revised: 07/21/2021] [Accepted: 07/23/2021] [Indexed: 10/20/2022]
Abstract
BACKGROUND Children admitted to paediatric intensive care units (PICUs) often need specialised nutritional intervention. Nutritional assessments provide specific data to support such interventions. Body composition measures, such as mid-upper arm circumference (MUAC), can complement nutritional assessment. However, MUAC has limitations. Calf circumference (CC) is an easy and common measure of muscle loss in the elderly; however, there are still very few studies on CC in children. AIMS To evaluate the viability of using CC for nutritional monitoring of children under intensive care, compared with MUAC and weight. METHODS Patients aged 2-10 years admitted to the PICU between December 2018 and August 2019 were included in the study. Two MUAC, CC, and weight measurements were performed: one in the first 24 h after PICU admission and another after 7 days. As there are no reference values for CC in children, this measure was used solely to observe the patient's individual progress. The nutritional status, both according to body mass index and MUAC, was used to characterise samples. Percentage changes in these measures were compared using the Wilcoxon signed-rank test for comparison between medians and Spearman's correlation test. Information from medical records regarding hospitalisation was also collected and analysed. RESULTS Thirty patients were included in the study. During hospitalisation week 1, CC decreased significantly (p = 0.001), whereas MUAC (p = 0.427) and weight (p = 0.315) did not change significantly. Percentage changes in CC and MUAC were statistically different (p = 0.0449), with a positive correlation between the changes in both measures (p = 0.0333; r = 0.3896); conversely, although the percentage changes in CC and weight significantly differed (p = 0.0066), no correlation was found between them (p = 0.9382; r = 0.0148). The percentage changes in MUAC and weight were not different (p = 0.1880) or correlated (p = 0.1691; r = 0.2577). No statistically significant relationship was found between percentage changes in CC and clinical outcomes (length of stay, fasting time, and mechanical ventilation time). CONCLUSIONS CC appears to be a viable measure for use in PICUs. Although positively correlated with MUAC, a measure proven useful in critically ill children, CC decreased significantly in the first week of intensive care, whereas MUAC remained unchanged, indicating that CC may show signs of depletion earlier than MUAC in these patients. Our study reinforces the importance of alternative measures for anthropometric assessment of critically ill children.
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Affiliation(s)
- Rafaela Rodrigues Vieira
- Instituto da Criança do Hospital das Clínicas, School of Medicine, University of São Paulo, São Paulo, Brazil.
| | | | - Patrícia Zamberlan
- Instituto da Criança do Hospital das Clínicas, School of Medicine, University of São Paulo, São Paulo, Brazil.
| | - Karina Viani
- ITACI - Haematology-Oncology Department of Instituto da Criança do Hospital das Clínicas, School of Medicine, University of São Paulo, São Paulo, Brazil.
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Kamugisha JGK, Lanyero B, Nabukeera-Barungi N, Nambuya-Lakor H, Ritz C, Mølgaard C, Michaelsen KF, Briend A, Mupere E, Friis H, Grenov B. Weight and mid-upper arm circumference gain velocities during treatment of young children with severe acute malnutrition, a prospective study in Uganda. BMC Nutr 2021; 7:26. [PMID: 34140028 PMCID: PMC8212498 DOI: 10.1186/s40795-021-00428-0] [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: 01/05/2021] [Accepted: 04/01/2021] [Indexed: 11/23/2022] Open
Abstract
Background Weight gain is routinely monitored to assess hydration and growth during treatment of children with complicated severe acute malnutrition (SAM). However, changes in weight and mid-upper arm circumference (MUAC) gain velocities over time are scarcely described. We assessed weight and MUAC gain velocities in 6–59 mo-old children with complicated SAM by treatment phase and edema status. Methods This was a prospective study, nested in a randomized/probiotic trial (ISRCTN16454889). Weight and MUAC gain velocities were assessed by treatment phase and edema at admission using linear mixed-effects models. Results Among 400 children enrolled, the median (IQR) age was 15.0 (11.2;19.2) months, 58% were males, and 65% presented with edema. During inpatient therapeutic care (ITC), children with edema vs no edema at admission had negative weight gain velocity in the stabilization phase [differences at day 3 and 4 were − 11.26 (95% CI: − 20.73; − 1.79) g/kg/d and − 13.09 (95% CI: − 23.15; − 3.02) g/kg/d, respectively]. This gradually changed into positive weight gain velocity in transition and eventually peaked at 12 g/kg/d early in the rehabilitation phase, with no difference by edema status (P > 0.9). During outpatient therapeutic care (OTC), overall, weight gain velocity showed a decreasing trend over time (from 5 to 2 g/kg/d), [difference between edema and non-edema groups at week 2 was 2.1 (95% CI: 1.0;3.2) g/kg/d]. MUAC gain velocity results mirrored those of weight gain velocity [differences were − 2.30 (95% CI: − 3.6; − 0.97) mm/week at week 1 in ITC and 0.65 (95% CI: − 0.07;1.37) mm/week at week 2 in OTC]. Conclusions Weight and MUAC gain velocities among Ugandan children with complicated SAM showed an increasing trend during transition and early in the rehabilitation phase, and a decreasing trend thereafter, but, overall, catch-up growth was prolonged. Further research to establish specific cut-offs to assess weight and MUAC gain velocities during different periods of rehabilitation is needed. Supplementary Information The online version contains supplementary material available at 10.1186/s40795-021-00428-0.
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Affiliation(s)
- Jolly G K Kamugisha
- Mwanamugimu Nutrition Unit, Department of Pediatrics, Mulago National Referral Hospital, P.O. Box 7051, Kampala, Uganda. .,Department of Nutrition, Exercise and Sports, University of Copenhagen, 1958, Frederiksberg C, Denmark.
| | - Betty Lanyero
- Mwanamugimu Nutrition Unit, Department of Pediatrics, Mulago National Referral Hospital, P.O. Box 7051, Kampala, Uganda
| | - Nicolette Nabukeera-Barungi
- Department of Pediatrics and Child Health, College of Health Sciences, Makerere University, P.O. Box 7072, Kampala, Uganda
| | - Harriet Nambuya-Lakor
- Mwanamugimu Nutrition Unit, Department of Pediatrics, Mulago National Referral Hospital, P.O. Box 7051, Kampala, Uganda.,Department of Pediatrics, Jinja Regional Referral Hospital, Jinja, Uganda
| | - Christian Ritz
- Department of Nutrition, Exercise and Sports, University of Copenhagen, 1958, Frederiksberg C, Denmark
| | - Christian Mølgaard
- Department of Nutrition, Exercise and Sports, University of Copenhagen, 1958, Frederiksberg C, Denmark
| | - Kim F Michaelsen
- Department of Nutrition, Exercise and Sports, University of Copenhagen, 1958, Frederiksberg C, Denmark
| | - André Briend
- Department of Nutrition, Exercise and Sports, University of Copenhagen, 1958, Frederiksberg C, Denmark.,Center for Child Health Research, Faculty of Medicine and Health Technology, Tampere University, Arvo building, Arvo Ylpön katu 34, FIN-33014 Tampere University, Tampere, Finland
| | - Ezekiel Mupere
- Department of Pediatrics and Child Health, College of Health Sciences, Makerere University, P.O. Box 7072, Kampala, Uganda
| | - Henrik Friis
- Department of Nutrition, Exercise and Sports, University of Copenhagen, 1958, Frederiksberg C, Denmark
| | - Benedikte Grenov
- Department of Nutrition, Exercise and Sports, University of Copenhagen, 1958, Frederiksberg C, Denmark
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Comparison of Mid-Upper-Arm Circumference and Weight-For-Height Z-Score in Identifying Severe Acute Malnutrition among Children Aged 6-59 Months in South Gondar Zone, Ethiopia. J Nutr Metab 2021; 2021:8830494. [PMID: 34035957 PMCID: PMC8116145 DOI: 10.1155/2021/8830494] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2020] [Revised: 02/01/2021] [Accepted: 04/20/2021] [Indexed: 11/26/2022] Open
Abstract
Children with severe acute malnutrition (SAM) are identified for admission to outpatient therapeutic programs using mid-upper-arm circumference (MUAC) or weight for height (WHZ). However, MUAC and WHZ do not identify the same children, and such observed differences might have programmatic implications of missed nutrition therapy if only MUAC is used to identify children with SAM. The objective of the study was to assess any difference in prevalence and degree of agreement between MUAC and WHZ in identifying SAM affected children. A cross-sectional study was conducted in South Gondar Zone, Ethiopia, among 17 districts, with 3 districts and 10 health centers with their clustered health posts selected randomly. A total of 2,040 children were recruited, and data were collected using a parent questionnaire then entered into EpiData and analyzed using SPSS v 20. A total of 1,980 respondents (97.1%) were interviewed, all of whom were female and rural residents. Children's mean age in months was 23.2 (SD ± 9.7), and 54% were male children. The prevalence of SAM based on MUAC <11.5 cm was 11.2% (95% CI: 9.9–12.7) and 11.0% (95% CI: 9.7–12.5) based on WHZ <−3. The agreement between MUAC and WHZ was good (k = 0.729). The proportion of children with SAM identified using both MUAC and WHZ was 61.2%. The prevalence of SAM identified using both MUAC and WHZ was comparable. A substantial degree of agreement between MUAC and WHZ was observed to diagnose SAM. Therefore, MUAC can be used as an appropriate tool in identifying children with SAM for admission into the outpatient therapeutic program (OTP) in the study area.
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13
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Sarpong SA, Sarpong AK, Lee Y. A Model for Determining Predictors of the MUAC in Acute Malnutrition in Ghana. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph18073792. [PMID: 33916468 PMCID: PMC8038631 DOI: 10.3390/ijerph18073792] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/09/2021] [Revised: 03/21/2021] [Accepted: 04/02/2021] [Indexed: 12/03/2022]
Abstract
The issue of malnutrition is perhaps the most important public health determinant of global wellbeing. It is one of the main causes of improper mental and physical development as well as death of many children. The Mid Upper Arm Circumference (MUAC) rapid text setup is able to diagnose malnutrition due to the fact that the human arm contains subcutaneous fat and muscle mass. When proportional food intake increases or reduces, the corresponding increase or reduction in the subcutaneous fat and muscle mass leads to an increase or decrease in the MUAC. In this study, the researchers attempt to develop a model for determining the performance of MUAC in predicting Child malnutrition in Ghana. It focuses on the Joint Generalized Linear Model (Joint-GLM) instead of the traditional Generalized Linear Model (GLM). The analysis is based on primary data measured on children under six years, who were undergoing nutritional treatment at the Princess Marie Louise (PML) Children’s Hospital in the Ashiedu Keteke sub-metro area of Accra Metropolis. The study found that a precisely measured weight of a child, height, and albumen levels were positive determinants of the predicted MUAC value. The study also reveals that, of all the variables used in determining the MUAC outcome, the hemoglobin and total protein levels of a child would be the main causes of any variation between the exact nutritional status of a child and that suggested by the MUAC value. The final Joint-GLM suggests that, if there are occasions where the MUAC gave false results, it could be a result of an imbalance in the child’s hemoglobin and protein levels. If these two are within acceptable levels in a child, the MUAC is most likely to be consistent in predicting the child’s nutritional status accurately. This study therefore recommends the continued use of MUAC in diagnosis of child malnutrition but urges Ghana and countries in Sub-Saharan Africa to roll out an effective nutrition intervention plan targeting the poor and vulnerable suburbs so that the nutritional status of children under five years of age, who were the focus of the current study, may be improved.
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Affiliation(s)
- Smart Asomaning Sarpong
- Senior Research Fellow, Centre for Social Science Research, Kumasi Technical University, Kumasi 854, Ghana
- Correspondence: or or ; Tel.: +233-(0)244028091
| | - Abena Kyeraa Sarpong
- Biomedical Scientist, Department of Laboratory Technology, Kumasi Technical University, Kumasi 854, Ghana;
| | - Youngjo Lee
- Department of Statistics, Seoul National University, Seoul 08826, Korea;
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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.
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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
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15
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Kambale RM, Ngaboyeka GA, Ntagazibwa JN, Bisimwa MHI, Kasole LY, Habiyambere V, Kubuya VB, Kasongo JK, André E, Van der Linden D. Severe acute malnutrition in children admitted in an Intensive Therapeutic and Feeding Centre of South Kivu, Eastern Democratic Republic of Congo: Why do our patients die? PLoS One 2020; 15:e0236022. [PMID: 32678837 PMCID: PMC7367457 DOI: 10.1371/journal.pone.0236022] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2019] [Accepted: 06/26/2020] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Severe acute malnutrition (SAM) remains a serious public health concern in low- and middle-income countries. Little is known about treatment outcomes of child inpatients in Intensive Therapeutic and Feeding Units. This study aimed to assess treatment outcomes of SAM and identify factors associated with mortality among children treated at Saint Joseph Nutritional Center, South Kivu, Eastern Democratic Republic of Congo. METHODS A retrospective hospital-based cross-sectional study was conducted on medical records of 633 severely malnourished children followed as inpatients at Saint Joseph Nutritional Center from July 2017 to December 2018. Data were entered, thoroughly cleaned and analyzed in SPSS version 25. Univariable and multivariable logistic regression model were fitted to identify factors associated with mortality. RESULTS Among 633 patients admitted with SAM, 13.1% were lost to follow-up and 9.2% died while in hospital. Children with late referral to the health facility (> 14 days) after the onset of main external malnutrition signs had 2.03 times higher odds of death than those referred less than 14 days [AOR = 2.03 at 95%CI (1.12, 3.68)]. The odds of death was 1.91 times higher for children with MUAC < 115 mm than for those with MUAC ≥ 115 mm [AOR = 1.91 at 95% CI (1.05, 3.50)]. Children infected with HIV were 3.90 times more likely to die compared to their counterparts [AOR = 3.90 at 95% CI (2.80, 9.41)]. CONCLUSION Particular emphasis should be placed on partnering with communities to improve information on malnutrition signs and on critical importance of early referral to the health system. While HIV incidence in DRC is still low (0.21%), its impact on mortality among severely malnourished children is increased due to the limited access to HIV testing and antiretroviral therapy.
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Affiliation(s)
- Richard Mbusa Kambale
- Institute of Experimental and Clinical Research, Université Catholique de Louvain, Brussels, Belgium
- Université Catholique de Bukavu, Bukavu, Democratic Republic of Congo
- Pediatric Department, Hôpital Provincial Général de Référence de Bukavu, Bukavu, Democratic Republic of Congo
| | - Gaylord Amani Ngaboyeka
- Université Catholique de Bukavu, Bukavu, Democratic Republic of Congo
- Pediatric Department, Hôpital Provincial Général de Référence de Bukavu, Bukavu, Democratic Republic of Congo
| | - Joseph Ntagerwa Ntagazibwa
- Université Catholique de Bukavu, Bukavu, Democratic Republic of Congo
- Pediatric Department, Hôpital Provincial Général de Référence de Bukavu, Bukavu, Democratic Republic of Congo
| | | | | | | | | | | | - Emmanuel André
- Laboratory of Clinical Bacteriology and Mycology, Department of Microbiology and Immunology, KU Leuven, Leuven, Belgium
| | - Dimitri Van der Linden
- Institute of Experimental and Clinical Research, Université Catholique de Louvain, Brussels, Belgium
- Pediatric Infectious Diseases, General Pediatrics, Pediatric Department, Cliniques Universitaires Saint Luc, Brussels, Belgium
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New approach to simplifying and optimising acute malnutrition treatment in children aged 6-59 months: the OptiMA single-arm proof-of-concept trial in Burkina Faso. Br J Nutr 2019; 123:756-767. [PMID: 31818335 PMCID: PMC7054246 DOI: 10.1017/s0007114519003258] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/02/2022]
Abstract
The Optimising treatment for acute MAlnutrition (OptiMA) strategy trains mothers to use mid upper arm circumference (MUAC) bracelets for screening and targets treatment to children with MUAC < 125 mm or oedema with one therapeutic food at a gradually reduced dose. This study seeks to determine whether OptiMA conforms to SPHERE standards (recovery rate > 75 %). A single-arm proof-of-concept trial was conducted in 2017 in Yako district, Burkina Faso including children aged 6–59 months in outpatient health centres with MUAC < 125 mm or oedema. Outcomes were stratified by MUAC category at admission. Multivariate survival analysis was carried out to identify variables predictive of recovery. Among 4958 children included, 824 (16·6 %) were admitted with MUAC < 115 mm or oedema, 1070 (21·6 %) with MUAC 115–119 mm and 3064 (61·8 %) with MUAC 120–124 mm. The new dosage was correctly implemented at all visits for 75·9 % of children. Global recovery was 86·3 (95 % CI 85·4, 87·2) % and 70·5 (95 % CI 67·5, 73·5) % for children admitted with MUAC < 115 mm or oedema. Average therapeutic food consumption was 60·8 sachets per child treated. Recovery was positively associated with mothers trained to use MUAC prior to child’s admission (adjusted hazard ratio 1·09; 95 % CI 1·01, 1·19). OptiMA was successfully implemented at the scale of an entire district under ‘real-life’ conditions. Programme outcomes exceeded SPHERE standards, but further study is needed to determine if increasing therapeutic food dosages for the most severely malnourished will improve recovery.
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Miller MA, Mallory K, Escobedo M, Tarot AC, Abdel-Rahman S. Assessing effectiveness of a novel mid-upper arm circumference Z-score tape in a community setting in Guatemala. ACTA ACUST UNITED AC 2019; 77:44. [PMID: 31592316 PMCID: PMC6777036 DOI: 10.1186/s13690-019-0370-0] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2019] [Accepted: 09/03/2019] [Indexed: 11/29/2022]
Abstract
Background Mid-Upper Arm Circumference (MUAC) is an independent anthropometric measurement used to identify malnutrition in children. While much research has been dedicated to applying fixed estimates of MUAC to identify cases of malnutrition in children under 5 years of age, far less has been done with age-specific MUAC Z-score values across the continuum of age from birth through adolescence. Methods The present study examined the effectiveness of a novel MUAC Z-score tape, in the hands of community health volunteers, to identify children over the age of 5 who would benefit from nutritional rehabilitation. In January of 2019, 112 community health volunteers working within Children International in Guatemala were trained to use the MUAC Z-score tape and asked to collect measurements on children or youth in their communities. Results Of the 818 MUAC Z-score tape measurements obtained by volunteers, 88.26% (722/818) were concordant with nutritional risk status as predicted by BMI Z-score, and 90.95% (744/818) were concordant with MUAC Z-score tape measurements made by field medical staff. MUAC Z-scores identified 87.10% (27/31) of the severely or moderately undernourished children as determined by the BMI Z-score who would be candidates for the nutrition rehabilitation program (Z-score ≤ − 2) along with an additional six children that would not have been classified as such with BMI Z-score. A qualitative survey distributed to the volunteers showed moderate rates of understanding of nutritional risk using the tape, and 62.50% reported the tape was easy to use. Conclusions These quantitative and qualitative findings suggest that with more in-depth training and education the MUAC Z-score tape is a viable, low-cost, low-burden alternative for community-level nutritional status assessment among the population served by Children International in Guatemala. Supplementary information Supplementary information accompanies this paper at (10.1186/s13690-019-0370-0).
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Comparison of anthropometric indicators to predict mortality in a population-based prospective study of children under 5 years in Niger. Public Health Nutr 2019; 23:538-543. [PMID: 31496465 DOI: 10.1017/s1368980019002520] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
OBJECTIVE In the present study, we aimed to compare anthropometric indicators as predictors of mortality in a community-based setting. DESIGN We conducted a population-based longitudinal study nested in a cluster-randomized trial. We assessed weight, height and mid-upper arm circumference (MUAC) on children 12 months after the trial began and used the trial's annual census and monitoring visits to assess mortality over 2 years. SETTING Niger. PARTICIPANTS Children aged 6-60 months during the study. RESULTS Of 1023 children included in the study at baseline, height-for-age Z-score, weight-for-age Z-score, weight-for-height Z-score and MUAC classified 777 (76·0 %), 630 (61·6 %), 131 (12·9 %) and eighty (7·8 %) children as moderately to severely malnourished, respectively. Over the 2-year study period, fifty-eight children (5·7 %) died. MUAC had the greatest AUC (0·68, 95 % CI 0·61, 0·75) and had the strongest association with mortality in this sample (hazard ratio = 2·21, 95 % CI 1·26, 3·89, P = 0·006). CONCLUSIONS MUAC appears to be a better predictor of mortality than other anthropometric indicators in this community-based, high-malnutrition setting in Niger.
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19
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Schwinger C, Golden MH, Grellety E, Roberfroid D, Guesdon B. Severe acute malnutrition and mortality in children in the community: Comparison of indicators in a multi-country pooled analysis. PLoS One 2019; 14:e0219745. [PMID: 31386678 PMCID: PMC6684062 DOI: 10.1371/journal.pone.0219745] [Citation(s) in RCA: 32] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2018] [Accepted: 07/02/2019] [Indexed: 11/18/2022] Open
Abstract
OBJECTIVES This study aims to describe the mortality risk of children in the community who had severe acute malnutrition (SAM) defined by either a mid-upper arm circumference (MUAC) <115mm, a low weight-for-height Z-score (WHZ) <-3 or both criteria. METHODS We pooled individual-level data from children aged 6-59 months enrolled in 3 community-based studies in the Democratic Republic of the Congo (DRC), Senegal and Nepal. We estimate the mortality hazard using Cox proportional hazard models in groups defined by either anthropometric indicator. RESULTS In total, we had 49,001 time points provided by 15,060 children available for analysis, summing to a total of 143,512 person-months. We found an increasing death rate with a deteriorating nutritional status for all anthropometrical indicators. Children identified as SAM only by a low MUAC (<115mm) and those identified only by a low WHZ (Z-score <-3) had a similar mortality hazard which was about 4 times higher than those without an anthropometric deficit. Having both a low MUAC and a low WHZ was associated with an 8 times higher hazard of dying compared to children within the normal range. The 2 indicators identified a different set of children; the proportion of children identified by both indicators independently ranged from 7% in the DRC cohort, to 35% and 37% in the Senegal and the Nepal cohort respectively. CONCLUSION In the light of an increasing popularity of using MUAC as the sole indicator to identify SAM children, we show that children who have a low WHZ, but a MUAC above the cut-off would be omitted from diagnosis and treatment despite having a similar risk of death.
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Affiliation(s)
- Catherine Schwinger
- Centre for Intervention Science in Maternal and Child Health, Centre for International Health, University of Bergen, Bergen, Norway
| | - Michael H. Golden
- Department of Medicine and Therapeutics, University of Aberdeen, Aberdeen, Scotland, United Kingdom
| | - Emmanuel Grellety
- Research Center Health Policy and Systems - International Health, School of Public Health, Université Libre de Bruxelles, Brussels, Belgium
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Isanaka S, Hanson KE, Frison S, Andersen CT, Cohuet S, Grais RF. MUAC as the sole discharge criterion from community-based management of severe acute malnutrition in Burkina Faso. MATERNAL AND CHILD NUTRITION 2018; 15:e12688. [PMID: 30194814 PMCID: PMC6585742 DOI: 10.1111/mcn.12688] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 02/08/2018] [Revised: 08/25/2018] [Accepted: 08/31/2018] [Indexed: 11/27/2022]
Abstract
The use of mid upper arm circumference (MUAC) measurement to screen and determine eligibility for admission to therapeutic feeding programs has been established, but evidence and programmatic experience to inform guidance on the use of MUAC as a discharge criterion is limited. We present results from a large-scale nutritional program using MUAC for admission and discharge and compare program outcomes and response to treatment when determining eligibility for discharge by proportional weight gain versus discharge by MUAC. The study population included all children admitted to the Ministry of Health therapeutic feeding program supported by Médecins Sans Frontières in northern Burkina Faso from September 2007 to December 2011 (n = 50,841). Recovery was high overall using both discharge criteria, with low risks of death, nonresponse, and transfer to inpatient care and high daily gains in weight, MUAC, weight-for-height Z score, and height. When discharge was made by MUAC only, recovery increased, while all adverse program outcomes and length of stay decreased, with increasing MUAC on admission. MUAC-based programming, where MUAC is integrated into program screening, admission, and discharge, is one of several new approaches that can be used to target resources to the most at-risk malnourished children and improve program efficiency and coherency. This analysis provides additional programmatic experience on the use of MUAC-based discharge criterion, but more work may be needed to inform optimal discharge thresholds across settings.
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Affiliation(s)
- Sheila Isanaka
- Epicentre, Paris, France.,Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Kerstin E Hanson
- Médecins Sans Frontières Operational Center of Paris, Paris, France
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Bliss J, Lelijveld N, Briend A, Kerac M, Manary M, McGrath M, Weise Prinzo Z, Shepherd S, Marie Zagre N, Woodhead S, Guerrero S, Mayberry A. Use of Mid-Upper Arm Circumference by Novel Community Platforms to Detect, Diagnose, and Treat Severe Acute Malnutrition in Children: A Systematic Review. GLOBAL HEALTH: SCIENCE AND PRACTICE 2018; 6:552-564. [PMID: 30185435 PMCID: PMC6172115 DOI: 10.9745/ghsp-d-18-00105] [Citation(s) in RCA: 36] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/16/2018] [Accepted: 07/17/2018] [Indexed: 11/15/2022]
Abstract
Limited studies suggest that with robust program inputs caregivers and CHWs can correctly use mid-upper arm circumference to detect severe acute malnutrition (SAM) and that properly trained and supported CHWs can treat uncomplicated SAM in communities. Background: A stubborn persistence of child severe acute malnutrition (SAM) and continued gaps in program coverage have made identifying methods for expanding detection, diagnosis, and treatment of SAM an urgent public health need. There is growing consensus that making mid-upper arm circumference (MUAC) use more widely accessible among caregivers and community health workers (CHWs) is an important next step in further decentralizing SAM care and increasing program coverage, including the ability of CHWs to treat uncomplicated SAM in community settings. Methods: We conducted a systematic review to summarize published and operational evidence published since 2000 describing the use of MUAC for detection and diagnosis of SAM in children aged 6–59 months by caregivers and CHWs, and of management of uncomplicated SAM by CHWs, all outside of formal health care settings. We screened 1,072 records, selected 43 records for full-text screening, and identified 22 studies that met our eligibility criteria. We extracted data on a number of items, including study design, strengths, and weaknesses; intervention and control; and key findings and operational lessons. We then synthesized the qualitative findings to inform our conclusions. The issue of treating children classified as SAM based on low weight-for-height, rather than MUAC, at household level, is not addressed in this review. Findings: We found evidence that caregivers are able to use MUAC to detect SAM in their children with minimal risk and many potential benefits to early case detection and coverage. We also found evidence that CHWs are able to correctly use MUAC for SAM detection and diagnosis and to provide a high quality of care in the treatment of uncomplicated SAM when training, supervision, and motivation are adequate. However, the number of published research studies was small, their geographic scope was narrow, and most described intensive, small-scale interventions; thus, findings are not currently generalizable to public-sector health care systems. Conclusions: Scaling up the use of MUAC by caregivers and CHWs to detect SAM in household and community settings is a promising step toward improving the coverage of SAM detection, diagnosis, and treatment. Further research on scalability, applicability across a wider range of contexts, coverage impact, and cost is needed. The primary use of MUAC for SAM detection should also be explored where appropriate.
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Affiliation(s)
- Jessica Bliss
- Center for Global Health, Oregon State University, Corvallis, Oregon, USA.
| | | | - André Briend
- Center for Child Health Research, University of Tampere School of Medicine, Tampere, Finland, and Department of Nutrition, Exercise and Sports, Faculty of Science, University of Copenhagen, Frederiksberg, Denmark
| | - Marko Kerac
- London School of Hygiene and Tropical Medicine, London, UK
| | | | | | - Zita Weise Prinzo
- Nutrition for Health and Development, World Health Organization, Geneva, Switzerland
| | - Susan Shepherd
- The Alliance for International Medical Action, Dakar, Senegal
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Grellety E, Golden MH. Severely malnourished children with a low weight-for-height have similar mortality to those with a low mid-upper-arm-circumference: II. Systematic literature review and meta-analysis. Nutr J 2018; 17:80. [PMID: 30217196 PMCID: PMC6138903 DOI: 10.1186/s12937-018-0383-5] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2017] [Accepted: 07/25/2018] [Indexed: 01/19/2023] Open
Abstract
BACKGROUND The WHO recommended criteria for diagnosis of sever acute malnutrition (SAM) are weight-for-height/length Z-score (WHZ) of <- 3Z of the WHO2006 standards, a mid-upper-arm circumference (MUAC) of < 115 mm, nutritional oedema or any combination of these parameters. A move to eliminate WHZ as a diagnostic criterion has been made on the assertion that children with a low WHZ are healthy, that MUAC is a "superior" prognostic indicator of mortality and that adding WHZ to the assessment does not improve the prediction of death. Our objective was to examine the literature comparing the risk of death of SAM children admitted by WHZ or MUAC criteria. METHODS We conducted a systematic search for reports which examined the relationship of WHZ and MUAC to mortality for children less than 60 months. The WHZ, MUAC, outcome and programmatic variables were abstracted from the reports and examined. Individual study's case fatality rates were compared by chi-squared analysis and random effects meta-analyses for combined data. RESULTS Twenty-one datasets were reviewed. All the patient studies had an ascertainment bias. Most were inadequate because they had insufficient deaths, used obsolete standards, combined oedematous and non-oedematous subjects, did not report the proportion of children with both deficits or the deaths occurred remotely after anthropometry. The meta-analyses showed that the mortality risks for children who have SAM by MUAC < 115 mm only and those with SAM by WHZ < -3Z only are not different. CONCLUSIONS As the diagnostic criteria identify different children, this analysis does not support the abandonment of WHZ as an important independent diagnostic criterion for the diagnosis of SAM. Failure to identify such children will result in their being denied treatment and unnecessary deaths from SAM.
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Affiliation(s)
- Emmanuel Grellety
- Research Center Health Policy and Systems - International Health, School of Public Health, Université Libre de Bruxelles, Bruxelles, Belgium.
| | - Michael H Golden
- Department of Medicine and Therapeutics, University of Aberdeen, Aberdeen, Scotland, UK
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Grellety E, Golden MH. Severely malnourished children with a low weight-for-height have a higher mortality than those with a low mid-upper-arm-circumference: I. Empirical data demonstrates Simpson's paradox. Nutr J 2018; 17:79. [PMID: 30217205 PMCID: PMC6138885 DOI: 10.1186/s12937-018-0384-4] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2017] [Accepted: 07/25/2018] [Indexed: 01/01/2023] Open
Abstract
BACKGROUND According to WHO childhood severe acute malnutrition (SAM) is diagnosed when the weight-for-height Z-score (WHZ) is <-3Z of the WHO2006 standards, the mid-upper-arm circumference (MUAC) is < 115 mm, there is nutritional oedema or any combination of these parameters. Recently there has been a move to eliminate WHZ as a diagnostic criterion on the assertion that children meeting the WHZ criterion are healthy, that MUAC is universally a superior prognostic indicator of mortality and that adding WHZ to the assessment does not improve the prediction; these assertions have lead to a controversy concerning the role of WHZ in the diagnosis of SAM. METHODS We examined the mortality experience of 76,887 6-60 month old severely malnourished children admitted for treatment to in-patient, out-patient or supplementary feeding facilities in 18 African countries, of whom 3588 died. They were divided into 7 different diagnostic categories for analysis of mortality rates by comparison of case fatality rates, relative risk of death and meta-analysis of the difference between children admitted using MUAC and WHZ criteria. RESULTS The mortality rate was higher in those children fulfilling the WHO2006 WHZ criterion than the MUAC criterion. This was the case for younger as well as older children and in all regions except for marasmic children in East Africa. Those fulfilling both criteria had a higher mortality. Nutritional oedema increased the risk of death. Having oedema and a low WHZ dramatically increased the mortality rate whereas addition of the MUAC criterion to either oedema-alone or oedema plus a low WHZ did not further increase the mortality rate. The data were subject to extreme confounding giving Simpson's paradox, which reversed the apparent mortality rates when children fulfilling both WHZ and MUAC criteria were included in the estimation of the risk of death of those fulfilling either the WHZ or MUAC criteria alone. CONCLUSIONS Children with a low WHZ, but a MUAC above the SAM cut-off point are at high risk of death. Simpson's paradox due to confounding from oedema and mathematical coupling may make previous statistical analyses which failed to distinguish the diagnostic groups an unreliable guide to policy. WHZ needs to be retained as an independent criterion for diagnosis of SAM and methods found to identify those children with a low WHZ, but not a low MUAC, in the community.
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Affiliation(s)
- Emmanuel Grellety
- Research Center Health Policy and Systems - International Health, School of Public Health, Université Libre de Bruxelles, Bruxelles, Belgium
| | - Michael H. Golden
- Department of Medicine and Therapeutics, University of Aberdeen, Aberdeen, Scotland
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Wieringa FT, Gauthier L, Greffeuille V, Som SV, Dijkhuizen MA, Laillou A, Chamnan C, Berger J, Poirot E. Identification of Acute Malnutrition in Children in Cambodia Requires Both Mid Upper Arm Circumference and Weight-For-Height to Offset Gender Bias of Each Indicator. Nutrients 2018; 10:nu10060786. [PMID: 29921769 PMCID: PMC6024773 DOI: 10.3390/nu10060786] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2018] [Revised: 06/08/2018] [Accepted: 06/15/2018] [Indexed: 11/16/2022] Open
Abstract
Malnutrition remains a serious health problem in Cambodia with over 10% of children less than five years of age suffering from acute malnutrition. In addition to the presence of nutritional edema, two indicators are recommended by the World Health Organization for the diagnosis of acute malnutrition: weight-for-height Z-scores (WHZ; with acute malnutrition defined as WHZ < −2 Z-score) and mid-upper arm circumference (MUAC, with acute malnutrition defined as MUAC < 12.5 cm). Earlier, we showed that WHZ and MUAC identified different subgroups of children with acute malnutrition. To explore factors associated with both indicators of acute malnutrition, we analyzed baseline data from a longitudinal study in three provinces in Cambodia: Phnom Penh (capital, urban environment), Kratie (rural province), and Ratanakiri (hilly, rural province). Data was available for 4381 children below 30 months of age. Malnutrition rates were higher in the two rural provinces than in the capital. Although both MUAC and WHZ showed gender bias, with MUAC identifying more girls, and WHZ identifying more boys with acute malnutrition, the gender effect was strongest for MUAC. The gender bias of MUAC diminished with older age, but remained significant up to 30 months of age. Only using both MUAC and WHZ as indicators resulted in gender neutral identification of acute malnutrition. WHZ alone always identified more children with acute malnutrition than MUAC alone. In Phnom Penh, MUAC alone identified only 11% with acute malnutrition in addition to WHZ. To conclude, both MUAC and WHZ showed gender bias in this cohort of Cambodian children. In Cambodia, implementation of a MUAC-only or a WHZ-only program for the identification of acute malnutrition would be unethical as it will lead to many children remaining undiagnosed.
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Affiliation(s)
- Frank Tammo Wieringa
- UMR-204 Nutripass, Institut de Recherche pour le Développement, IRD/UM/SupAgro, 34390 Montpellier, France.
| | | | - Valérie Greffeuille
- UMR-204 Nutripass, Institut de Recherche pour le Développement, IRD/UM/SupAgro, 34390 Montpellier, France.
| | - Somphos Vicheth Som
- Department of Health Sciences, Vrije Universiteit Amsterdam, 1081 HV Amsterdam, The Netherlands.
| | | | | | - Chhoun Chamnan
- Department of Fisheries Post-Harvest Technologies and Quality Control, Fisheries Administration, Ministry of Agriculture, Forestry and Fisheries, Phnom Penh, Cambodia.
| | - Jacques Berger
- UMR-204 Nutripass, Institut de Recherche pour le Développement, IRD/UM/SupAgro, 34390 Montpellier, France.
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Weng CH, Tien CP, Li CI, L'Heureux A, Liu CS, Lin CH, Lin CC, Lai SW, Lai MM, Lin WY. Mid-upper arm circumference, calf circumference and mortality in Chinese long-term care facility residents: a prospective cohort study. BMJ Open 2018; 8:e020485. [PMID: 29743327 PMCID: PMC5942455 DOI: 10.1136/bmjopen-2017-020485] [Citation(s) in RCA: 37] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/04/2022] Open
Abstract
OBJECTIVE To investigate the association between mid-upper arm circumference (MUAC), calf circumference (CC) and all-cause mortality in a Chinese population. DESIGN Prospective cohort study. SETTING Eight long-term care facilities in central Taiwan. PARTICIPANTS A total of 329 residents age 60 years and older (median 79.0 years, range 60-101; 139 men, 190 women) were enrolled. METHODS Anthropometrics and metabolic parameters were measured at the time of enrolment to the study. Mean MUAC and CC were 24.2±3.4 cm and 27.5±4.3 cm, respectively. Mortality data were obtained from the Department of Health in Taiwan. MAIN OUTCOME MEASURE To identify the association between all-cause mortality and MUAC or CC. RESULTS There were 255 deaths during the 7-year follow-up period. After adjusting for age, sex, cigarette smoking, betel nut chewing, alcohol use, Karnofsky Performance Status Scale score, serum albumin level, hypertension and diabetes mellitus, subjects in the highest tertile of MUAC (27.8±2.2 cm) and CC (32.1±2.6 cm) had a significantly lower mortality rate than did subjects in the lowest tertile (MUAC 20.6±1.7 cm; CC 22.8±1.9 cm). The adjusted HR for all-cause mortality in the highest versus lowest MUAC tertile was 0.64 (95% CI 0.45 to 0.90). The adjusted HR for all-cause mortality in the highest versus lowest CC tertile was 0.51 (95% CI 0.35 to 0.74). CONCLUSIONS MUAC and CC are negative predictors for all-cause mortality in older Chinese adults living in long-term care facilities. Participants with higher MUAC and CC had lower all-cause mortality.
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Affiliation(s)
- Chien-Hsiang Weng
- Department of Family Medicine, Brown University Warren Alpert Medical School, Providence, Rhode Island, USA
- NH Dartmouth Family Medicine Residency, Concord Hospital, Concord, New Hampshire, USA
- Department of Family Medicine, Providence Community Health Centers, Providence, Rhode Island, USA
| | - Chia-Ping Tien
- Department of Family Medicine, China Medical University Hospital, Taichung, Taiwan
| | - Chia-Ing Li
- Department of Medical Research, China Medical University Hospital, Taichung, Taiwan
| | - Abby L'Heureux
- Department of Family Medicine, Rural Medical Partners, Grand Forks, North Dakota, USA
| | - Chiu-Shong Liu
- Department of Family Medicine, China Medical University Hospital, Taichung, Taiwan
- Department of Social Medicine, College of Medicine, China Medical University, Taichung, Taiwan
- Department of Family Medicine, College of Medicine, China Medical University, Taichung, Taiwan
| | - Chih-Hsueh Lin
- Department of Family Medicine, China Medical University Hospital, Taichung, Taiwan
- Department of Family Medicine, College of Medicine, China Medical University, Taichung, Taiwan
| | - Cheng-Chieh Lin
- Department of Family Medicine, China Medical University Hospital, Taichung, Taiwan
- Department of Social Medicine, College of Medicine, China Medical University, Taichung, Taiwan
- Department of Family Medicine, College of Medicine, China Medical University, Taichung, Taiwan
| | - Shih-Wei Lai
- Department of Family Medicine, China Medical University Hospital, Taichung, Taiwan
- Department of Family Medicine, College of Medicine, China Medical University, Taichung, Taiwan
| | - Ming-May Lai
- Department of Family Medicine, China Medical University Hospital, Taichung, Taiwan
| | - Wen-Yuan Lin
- Department of Family Medicine, China Medical University Hospital, Taichung, Taiwan
- Department of Social Medicine, College of Medicine, China Medical University, Taichung, Taiwan
- Department of Family Medicine, College of Medicine, China Medical University, Taichung, Taiwan
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Chitekwe S, Biadgilign S, Tolla A, Myatt M. Mid-upper-arm circumference based case-detection, admission, and discharging of under five children in a large-scale community-based management of acute malnutrition program in Nigeria. ACTA ACUST UNITED AC 2018; 76:19. [PMID: 29657713 PMCID: PMC5890342 DOI: 10.1186/s13690-018-0266-4] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2017] [Accepted: 02/20/2018] [Indexed: 11/10/2022]
Abstract
Background Severe acute malnutrition (SAM) threatens the lives of millions of children worldwide particularly in low and middle-income countries (LMICs). Community-based management of acute malnutrition (CMAM) is an approach to treating large numbers of cases of severe acute malnutrition (SAM) in a community setting. There is a debate about the use of mid-upper arm circumference (MUAC) for admitting and discharging SAM children. This article describes the experience of using MUAC for screening, case-finding, referral, admission, and discharge in a large-scale CMAM program delivered through existing primary health care facilities in Nigeria. Methods Over one hundred thousand (n = 102,245) individual CMAM beneficiary records were collected from two of the eleven states (i.e. Katsina and Jigawa) that provide CMAM programming in Nigeria. The data were double entered and checked using EpiData version 3.2 and analyzed using the R language for data-analysis graphics. Results The median MUAC at admission was 109 mm. Among admissions, 37.4% (38,275) had a comorbidity recorded at admission and 7.4% (7537) were recorded as having developed comorbidity during the treatment. Analysis in the better performing state program in the most recent year for which data were available found that 87.1% (n = 13,273) of admitted cases recovered and were discharged as cured, 9.2% (n = 1396) defaulted and were lost to follow-up, 2.9% (n = 443) were discharged as non-recovered, 0.7% (n = 104) were transferred to inpatient services, and 0.2% (n = 27) were known (died, to be dead or to have passed) during the treatment episode. The program met SPHERE minimum standards for treatment outcomes for therapeutic feeding programs. Factors associated with negative outcomes (default, non-recovery, transfer, and death) were distance between home and the treatment center; lower MUAC, diarrhea and cough at admission; or developing diarrhea, vomiting, fever, or cough during the treatment episode. Conclusions This study confirms that MUAC can be used for both admitting and discharging criteria in CMAM programs with MUAC < 115 mm for admission and MUAC > = 115 mm or at discharge (a higher discharge threshold could be used). Long distances between home and treatment centers, lower MUAC at admission, or having diarrhea, vomiting, fever, or cough during the treatment episode were factors associated with negative outcome. Providing CMAM services closer to the community, using mobile and / or satellite clinics, counseling of mothers by health workers to encourage early treatment seeking behavior, and screening of patients at each patient visit for early detection and treatment of comorbidities are recommended.
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Affiliation(s)
- Stanley Chitekwe
- United Nations Children's Fund (UNICEF), Nigeria country office, UN House, Plot 617/618 Central Area District Diplomatic Zone, Garki, Abuja, P M B 2851 Nigeria
| | - Sibhatu Biadgilign
- United Nations Children's Fund (UNICEF), Nigeria country office, UN House, Plot 617/618 Central Area District Diplomatic Zone, Garki, Abuja, P M B 2851 Nigeria
| | - Assaye Tolla
- United Nations Children's Fund (UNICEF), Nigeria country office, UN House, Plot 617/618 Central Area District Diplomatic Zone, Garki, Abuja, P M B 2851 Nigeria
| | - Mark Myatt
- Consultant Epidemiologist, Brixton Health, Llawryglyn, Wales UK
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Grant A, Njiru J, Okoth E, Awino I, Briend A, Murage S, Abdirahman S, Myatt M. Comparing performance of mothers using simplified mid-upper arm circumference (MUAC) classification devices with an improved MUAC insertion tape in Isiolo County, Kenya. ACTA ACUST UNITED AC 2018; 76:11. [PMID: 29484177 PMCID: PMC5822476 DOI: 10.1186/s13690-018-0260-x] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2017] [Accepted: 01/29/2018] [Indexed: 11/30/2022]
Abstract
Background A novel approach for improving community case-detection of acute malnutrition involves mothers/caregivers screening their children for acute malnutrition using a mid-upper arm circumference (MUAC) insertion tape. The objective of this study was to test three simple MUAC classification devices to determine whether they improved the sensitivity of mothers/caregivers at detecting acute malnutrition. Methods Prospective, non-randomised, partially-blinded, clinical diagnostic trial describing and comparing the performance of three “Click-MUAC” devices and a MUAC insertion tape. The study took place in twenty-one health facilities providing integrated management of acute malnutrition (IMAM) services in Isiolo County, Kenya. Mothers/caregivers classified their child (n=1040), aged 6–59 months, using the “Click-MUAC” devices and a MUAC insertion tape. These classifications were compared to a “gold standard” classification (the mean of three measurements taken by a research assistant using the MUAC insertion tape). Results The sensitivity of mother/caregiver classifications was high for all devices (>93% for severe acute malnutrition (SAM), defined by MUAC < 115 mm, and > 90% for global acute malnutrition (GAM), defined by MUAC < 125 mm). Mother/caregiver sensitivity for SAM and GAM classification was higher using the MUAC insertion tape (100% sensitivity for SAM and 99% sensitivity for GAM) than using “Click-MUAC” devices. Younden’s J for SAM classification, and sensitivity for GAM classification, were significantly higher for the MUAC insertion tape (99% and 99% respectively). Specificity was high for all devices (>96%) with no significant difference between the “Click-MUAC” devices and the MUAC insertion tape. Conclusions The results of this study indicate that, although the “Click-MUAC” devices performed well, the MUAC insertion tape performed best. The results for sensitivity are higher than found in previous studies. The high sensitivity for both SAM and GAM classification by mothers/caregivers with the MUAC insertion tape could be due to the use of an improved MUAC tape design which has a number of new design features. The one-on-one demonstration provided to mothers/caregivers on the use of the devices may also have helped improve sensitivity. The results of this study provide evidence that mothers/caregivers can perform sensitive and specific classifications of their child’s nutritional status using MUAC. Trial registrations Clinical trials registration number: NCT02833740
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Affiliation(s)
- Angeline Grant
- Action Against Hunger, One Whitehall St, New York, NY 10004 USA
| | - James Njiru
- Action Against Hunger, Nyangumi Road, PO Box, Nairobi, 39900-00623 Kenya
| | - Edgar Okoth
- Action Against Hunger, Nyangumi Road, PO Box, Nairobi, 39900-00623 Kenya
| | - Imelda Awino
- Action Against Hunger, One Whitehall St, New York, NY 10004 USA
| | - André Briend
- 3Department of International Health, University of Tampere School of Medicine, PB 100 Tampere, Finland.,4Department of Nutrition, Exercise and Sports, Faculty of Science, University of Copenhagen, DK-1958 Frederiksberg, Denmark
| | - Samuel Murage
- National Ministry of Health Unit of Nutrition, Monitoring and Evaluation Department, Old Mbagathi Road, PO Box 43319-01000, Nairobi, Kenya
| | - Saida Abdirahman
- Isiolo County Health Management Team, Hospital Road, PO Box 36-30600, Isiolo, Kenya
| | - Mark Myatt
- Brixton Health, Alltgoch Uchaf, Llawryglyn, Caersws, Powys SY17 5RJ UK
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Custodio E, Martin-Cañavate R, Di Marcantonio F, Molla D, Abukar Y, Kayitakire F. MUAC-for-age more useful than absolute MUAC for nutritional surveillance in Somalia: results from nineteen cross-sectional surveys (2007-2016). BMC Nutr 2018; 4:8. [PMID: 32153872 PMCID: PMC7050741 DOI: 10.1186/s40795-018-0213-3] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2017] [Accepted: 02/05/2018] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND Somalia is affected by a civil war and a protracted humanitarian crisis for more than two decades. The international community has put in place nutrition surveillance systems to monitor the situation and inform decisions. However, the indicators commonly used to identify acute malnutrition, weight-for-height Z-score (WHZ) and mid upper arm circumference (MUAC), do not always converge in their estimations of acute malnutrition, creating challenges for decision making. Furthermore, the divergences are not consistent across livelihood populations within the country. We explored the MUAC-for-age Z-score (MUACAZ) as an alternative indicator in Somalia to minimize the discrepancy. METHODS We analyzed data from nineteen cross-sectional surveys conducted in Somalia between 2007 and 2016. We compared the acute malnutrition prevalence estimates by each of the indicators and the degree of overlap in the individual diagnosis of acute malnutrition between the WHZ and the MUAC-based indicators. We performed multivariate regression analysis with sex, age and stunting as independent variables and acute malnutrition as the dependent outcome, defined by WHZ, MUAC or MUACAZ. We performed all the analysis in the population overall and in each of the livelihood populations separately. RESULTS A total 255,623 measurements of children 6-59 months of age were analyzed. The overall prevalence of global acute malnutrition by MUACAZ (15.8%) was similar to the one obtained using WHZ (16%), whereas prevalence based on MUAC was much lower (7.8%). These patterns of divergence were sustained throughout the nineteen surveys and the livelihoods studied, with only few exceptions. However, the proportion of overlap in the individual diagnosis of children as acutely malnourished was low between WHZ and absolute MUAC diagnosis (18.1%) and also between WHZ and MUACAZ (28.3%). Results show that age, sex and stunting status of the child affected the likelihood of being diagnosed as acutely malnourished to varying degrees, depending on the indicator used. CONCLUSIONS The MUAC-for-age (MUACZ) indicator yielded acute malnutrition prevalence estimates convergent with those obtained by WHZ indicator. However, the degree of overlap between these two indicators for individual diagnosis of acute malnutrition is low. Further studies of MUACAZ as an alternative indicator for nutrition surveillance are needed.
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Affiliation(s)
- Estefania Custodio
- European Commission, Joint Research Centre, Via E. Fermi, 2749, 21027, Ispra, Varese, Italy
| | - Rocio Martin-Cañavate
- European Commission, Joint Research Centre, Via E. Fermi, 2749, 21027, Ispra, Varese, Italy
| | | | - Daniel Molla
- Food Security and Nutrition Analysis Unit - Somalia, United Nations Food and Agriculture Organization, P.O. Box 30470-00100, Ngecha Road, Nairobi, Kenya
| | - Yusuf Abukar
- Food Security and Nutrition Analysis Unit - Somalia, United Nations Food and Agriculture Organization, P.O. Box 30470-00100, Ngecha Road, Nairobi, Kenya
| | - Francois Kayitakire
- European Commission, Joint Research Centre, Via E. Fermi, 2749, 21027, Ispra, Varese, Italy
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Belesova K, Gasparrini A, Sié A, Sauerborn R, Wilkinson P. Household cereal crop harvest and children's nutritional status in rural Burkina Faso. Environ Health 2017; 16:65. [PMID: 28633653 PMCID: PMC5477741 DOI: 10.1186/s12940-017-0258-9] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2016] [Accepted: 05/11/2017] [Indexed: 06/10/2023]
Abstract
BACKGROUND Reduction of child undernutrition is one of the Sustainable Development Goals for 2030. Achievement of this goal may be made more difficult in some settings by climate change through adverse impact on agricultural productivity. However, there is only limited quantitative evidence on the link between household crop harvests and child nutrition. We examined this link in a largely subsistence farming population in rural Burkina Faso. METHODS Data on the middle-upper arm circumference (MUAC) of 975 children ≤5 years of age, household crop yields, and other parameters were obtained from the Nouna Health and Demographic Surveillance System. Multilevel modelling was used to assess the relationship between MUAC and the household crop harvest in the year 2009 estimated in terms of kilocalories per adult equivalent per day (kcal/ae/d). RESULTS Fourteen percent of children had a MUAC <125 mm (a value indicative of acute undernutrition). The relationship between MUAC and annual household food energy production adjusted for age, sex, month of MUAC measurement, household wealth, whether a household member had a non-agricultural occupation, garden produce, village infrastructure and market presence, suggested a decline in MUAC below around 3000 kcal/ae/d. The mean MUAC was 2.49 (95% CI 0.45, 4.52) mm less at 1000 than at 3000 kcal/ae/d. CONCLUSIONS Low per capita household crop production is associated with poorer nutritional status of children in a rural farming population in Burkina Faso. This and similar populations may thus be vulnerable to the adverse effects of weather on agricultural harvest, especially in the context of climate change.
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Affiliation(s)
- Kristine Belesova
- Department of Social and Environmental Health Research, London School of Hygiene & Tropical Medicine, 15-17 Tavistock Place, London, WC1H 9SH UK
| | - Antonio Gasparrini
- Department of Social and Environmental Health Research, London School of Hygiene & Tropical Medicine, 15-17 Tavistock Place, London, WC1H 9SH UK
| | - Ali Sié
- Centre de Recherche en Santé de Nouna, Rue Namory Keïta, Nouna, Kossi province, Boucle du Mouhoun region Burkina Faso
| | - Rainer Sauerborn
- Institute of Public Health, Heidelberg University, Im Neuenheimer Feld, Heidelberg, 324 69120 Germany
| | - Paul Wilkinson
- Department of Social and Environmental Health Research, London School of Hygiene & Tropical Medicine, 15-17 Tavistock Place, London, WC1H 9SH UK
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3-D printing open-source click-MUAC bands for identification of malnutrition. Public Health Nutr 2017; 20:2063-2066. [PMID: 28488563 DOI: 10.1017/s1368980017000726] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
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Low mid-upper arm circumference identifies children with a high risk of death who should be the priority target for treatment. BMC Nutr 2016. [DOI: 10.1186/s40795-016-0101-7] [Citation(s) in RCA: 43] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
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Challenges of Estimating the Annual Caseload of Severe Acute Malnutrition: The Case of Niger. PLoS One 2016; 11:e0162534. [PMID: 27606677 PMCID: PMC5015826 DOI: 10.1371/journal.pone.0162534] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2015] [Accepted: 08/24/2016] [Indexed: 11/23/2022] Open
Abstract
Introduction Reliable prospective estimates of annual severe acute malnutrition (SAM) caseloads for treatment are needed for policy decisions and planning of quality services in the context of competing public health priorities and limited resources. This paper compares the reliability of SAM caseloads of children 6–59 months of age in Niger estimated from prevalence at the start of the year and counted from incidence at the end of the year. Methods Secondary data from two health districts for 2012 and the country overall for 2013 were used to calculate annual caseload of SAM. Prevalence and coverage were extracted from survey reports, and incidence from weekly surveillance systems. Results The prospective caseload estimate derived from prevalence and duration of illness underestimated the true burden. Similar incidence was derived from two weekly surveillance systems, but differed from that obtained from the monthly system. Incidence conversion factors were two to five times higher than recommended. Discussion Obtaining reliable prospective caseloads was challenging because prevalence is unsuitable for estimating incidence of SAM. Different SAM indicators identified different SAM populations, and duration of illness, expected contact coverage and population figures were inaccurate. The quality of primary data measurement, recording and reporting affected incidence numbers from surveillance. Coverage estimated in population surveys was rarely available, and coverage obtained by comparing admissions with prospective caseload estimates was unrealistic or impractical. Conclusions Caseload estimates derived from prevalence are unreliable and should be used with caution. Policy and service decisions that depend on these numbers may weaken performance of service delivery. Niger may improve SAM surveillance by simplifying and improving primary data collection and methods using innovative information technologies for single data entry at the first contact with the health system. Lessons may be relevant for countries with a high burden of SAM, including for targeted emergency responses.
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Mid-upper arm circumference v. weight-for-height Z-score for predicting mortality in hospitalized children under 5 years of age. Public Health Nutr 2016; 19:2513-20. [PMID: 27049813 DOI: 10.1017/s1368980016000719] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
OBJECTIVE To compare the performance of mid-upper arm circumference (MUAC) against weight-for-height Z-score (WHZ) for predicting inpatient deaths in children under 5 years of age. DESIGN Diagnostic test accuracy study. SETTING Paediatric emergency department of a tertiary care hospital catering to semi-urban and rural population in Delhi, India. SUBJECTS Hospitalized children (n 1663) aged 6 months to 5 years, for whom discharge outcome was available, were consecutively recruited over 14 months. MUAC (cm), weight (kg) height (cm), clinical details and the outcome were recorded. MUAC (index test) was compared with WHZ based on the WHO growth standards (reference test) for predicting the outcome. RESULTS One hundred and twenty-four (7 %) children died during hospital stay. Both MUAC < 11·5 cm (adjusted OR (95 % CI): 3·7 (2·43, 5·60), P<0·001) and WHZ<-3 (2·0 (1·37, 2·99), P<0·001) served as independent predictors of inpatient mortality. However, MUAC was a significantly better predictor of mortality compared with WHZ in terms of area under the receiver-operating characteristic curve (MUAC=0·698, WHZ=0·541, P<0·001). MUAC<11·5 cm had the best trade-off of sensitivity and specificity for predicting inpatient mortality. A combination of WHZ<-3 and/or MUAC<11·5 cm did not significantly improve the predictive value over that of MUAC/WHZ, assessed individually. CONCLUSION MUAC<11·5 cm is a better predictor of mortality in hospitalized under-5 children, as compared with WHZ<-3. It should be measured in all emergency settings to identify the children at higher risk of death.
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Meyer R, Marino L. Identifying acute malnutrition – do we have an answer for policy makers? BMC Nutr 2016. [DOI: 10.1186/s40795-016-0060-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
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Grellety E, Golden MH. Weight-for-height and mid-upper-arm circumference should be used independently to diagnose acute malnutrition: policy implications. BMC Nutr 2016. [DOI: 10.1186/s40795-016-0049-7] [Citation(s) in RCA: 66] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
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Isanaka S, Guesdon B, Labar AS, Hanson K, Langendorf C, Grais RF. Comparison of Clinical Characteristics and Treatment Outcomes of Children Selected for Treatment of Severe Acute Malnutrition Using Mid Upper Arm Circumference and/or Weight-for-Height Z-Score. PLoS One 2015; 10:e0137606. [PMID: 26376281 PMCID: PMC4574398 DOI: 10.1371/journal.pone.0137606] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2015] [Accepted: 08/20/2015] [Indexed: 11/18/2022] Open
Abstract
Objectives Debate for a greater role of mid-upper arm circumference (MUAC) measures in nutritional programming continues, but a shift from therapeutic feeding programs admitting children using MUAC and/or weight-for-height Z (WHZ) to a new model admitting children using MUAC only remains complicated by limited information regarding the clinical profile and response to treatment of children selected by MUAC vs. WHZ. To broaden our understanding of how children identified for therapeutic feeding by MUAC and/or WHZ may differ, we aimed to investigate differences between children identified for therapeutic feeding by MUAC and/or WHZ in terms of demographic, anthropometric, clinical, and laboratory and treatment response characteristics. Methods Using secondary data from a randomized trial in rural Niger among children with uncomplicated severe acute malnutrition, we compared children that would be admitted to a therapeutic feeding program that used a single anthropometric criterion of MUAC< 115 mm vs. children that are admitted under current admission criteria (WHZ< -3 and/or MUAC< 115 mm) but would be excluded from a program that used a single MUAC< 115 mm admission criterion. We assessed differences between groups using multivariate regression, employing linear regression for continuous outcomes and log-binomial regression for dichotomous outcomes. Results We found no difference in terms of clinical and laboratory characteristics and discharge outcomes evaluated between children that would be included in a MUAC< 115 mm therapeutic feeding program vs. children that are currently eligible for therapeutic feeding but would be excluded from a MUAC-only program. Conclusions A single anthropometric admission criterion of MUAC < 115 mm did not differentiate well between children in terms of clinical or laboratory measures or program outcomes in this context. If nutritional programming is to use a single MUAC-based criterion for admission to treatment, further research and program experience can help to identify the most appropriate criterion in a broad range of contexts to target children in most urgent need of treatment.
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Affiliation(s)
- Sheila Isanaka
- Department of Research, Epicentre, Paris, France
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, United States of America
- Department of Global Health and Population, Harvard T.H. Chan School of Public Health, Boston, United States of America
- * E-mail:
| | | | - Amy S. Labar
- Department of Research, Epicentre, Paris, France
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Roberfroid D, Huybregts L, Lachat C, Vrijens F, Kolsteren P, Guesdon B. Inconsistent diagnosis of acute malnutrition by weight-for-height and mid-upper arm circumference: contributors in 16 cross-sectional surveys from South Sudan, the Philippines, Chad, and Bangladesh. Nutr J 2015; 14:86. [PMID: 26303859 PMCID: PMC4547414 DOI: 10.1186/s12937-015-0074-4] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2015] [Accepted: 08/12/2015] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The two anthropometric indicators of acute malnutrition in children under 5 years, i.e. a Mid-Upper Arm Circumference < 125 mm (MUAC125) or a Weight-for-Height Z-score<-2 (WHZ-2), correlate poorly. We aimed at assessing the contribution of age, sex, stunting (Height-for-Age HAZ<-2), and low sitting-standing height ratio Z-score (SSRZ in the 1st tertile of the study population, called hereafter 'longer legs') to this diagnosis discrepancy. METHODS Data from 16 cross-sectional nutritional surveys carried out by Action Against Hunger International in South Sudan, the Philippines, Chad, and Bangladesh fed multilevel, multivariate regression models, with either WHZ-2 or MUAC125 as the dependent variable and age, sex, stunting, and 'longer legs' as the independent ones. We also compared how the performance of MUAC125 and WHZ-2 to detect slim children, i.e. children with a low Weight-for-Age (WAZ<-2) but no linear growth retardation (HAZ≥-2), was modified by the contributors. RESULTS Overall 23.1% of the 14,409 children were identified as acutely malnourished by either WHZ-2 or MUAC125, but only 28.5% of those (949/3,328) were identified by both indicators. Being stunted (+17.8%; 95 % CI: 14.8%; 22.8%), being a female (+16.5%; 95 % CI: 13.5%; 19.5%) and being younger than 24 months (+33.6%; 95 % CI: 30.4%; 36.7%) were factors strongly associated with being detected as malnourished by MUAC125 and not by WHZ-2, whereas having 'longer legs' moderately increased the diagnosis by WHZ-2 (+4.2%; 95 % CI: 0.7%; 7.6%). The sensitivity to detect slim children by MUAC125 was 31.0% (95 % CI: 26.8%; 35.2%) whereas it was 70.6% (95 % CI: 65.4%; 75.9%) for WHZ-2. The sensitivity of MUAC125 was particularly affected by age (57.4% vs. 18.1% in children aged < 24 months vs. ≥ 24 months). Specificity was high for both indicators. CONCLUSIONS MUAC125 should not be used as a stand-alone criterion of acute malnutrition given its strong association with age, sex and stunting, and its low sensitivity to detect slim children. Having 'longer legs' moderately increases the diagnosis of acute malnutrition by WHZ-2. Prospective studies are urgently needed to elucidate the clinical and physiological outcomes of the various anthropometric indicators of malnutrition.
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Affiliation(s)
- Dominique Roberfroid
- Department of Public Health, Institute of Tropical Medicine, Antwerp, Belgium. .,Belgian Health Care Knowledge Center, Brussels, Belgium.
| | - Lieven Huybregts
- International Food Policy Research Institute, Washington, DC, USA.
| | - Carl Lachat
- Faculty of Bioscience Engineering, Ghent University, Ghent, Belgium.
| | - France Vrijens
- Belgian Health Care Knowledge Center, Brussels, Belgium.
| | - Patrick Kolsteren
- Department of Public Health, Institute of Tropical Medicine, Antwerp, Belgium. .,Faculty of Bioscience Engineering, Ghent University, Ghent, Belgium.
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