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Hsu WC, de Juras AR, Hu SC. Prevalence and Determinants of Multiple Forms of Malnutrition among Adults with Different Body Mass Index: A Population-Based Survey in the Philippines. Biomed Res Int 2023; 2023:3182289. [PMID: 37274076 PMCID: PMC10238132 DOI: 10.1155/2023/3182289] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/06/2022] [Revised: 02/28/2023] [Accepted: 05/20/2023] [Indexed: 06/06/2023]
Abstract
Background The multiple forms of malnutrition, including overnutrition, undernutrition, and diet-related noncommunicable diseases, are emerging crises in Asian countries. Past studies have focused more on malnutrition among overweight/obese individuals; however, limited research has examined chronic energy-deficient adults. Therefore, this study is aimed at investigating the prevalence and determinants of different forms of malnutrition among adults with different body mass index, using the Philippines as an example. Findings from this study will guide the development and implementation of public health nutrition programs and policies. Methods A representative dataset from the 2013 Philippine National Nutrition Survey was used in the study. Adults aged ≥20 years (n = 16,826) were included in the analysis after excluding those with missing values. Six phenotypes of malnutrition were assessed, including three in overweight/obese adults (overweight/obese with metabolic syndrome; those with micronutrient deficiency-anemia, vitamin A deficiency, and iodine insufficiency; and those with both metabolic syndrome and micronutrient deficiency) and three in chronic energy-deficient (CED) adults (CED with either metabolic syndrome or micronutrient deficiency and with both metabolic syndrome and micronutrient deficiency). Sociodemographic and lifestyle factors were examined as the determinants of different forms of malnutrition, and multinomial logistic regression analyses were performed. Results The prevalence of the six phenotypes of malnutrition ranged from 0.4% to 10.2%, where overweight/obese with metabolic syndrome was the most predominant type. The multinomial logistic regression models indicated that older age was the major risk factor across all phenotypes. Sex was associated with the outcomes in the overweight/obesity group, whereas employment status was correlated with CED adults. Furthermore, higher educational levels, being married, living in affluent households, and not smoking were protective factors for conditions related to CED but not overweight/obese individuals. Conclusion Malnutrition in all its forms is a significant public health concern that must be understood and addressed. Policymakers should implement appropriate intervention programs to control these nutritional problems considering the specific risk factors for the adult population.
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Affiliation(s)
- Wan-Chen Hsu
- Department of Public Health, College of Medicine, National Cheng Kung University, Tainan City 701, Taiwan
| | - Aileen R. de Juras
- Department of Public Health, College of Medicine, National Cheng Kung University, Tainan City 701, Taiwan
- Institute of Human Nutrition and Food, College of Human Ecology, University of the Philippines Los Baños, Laguna 4031, Philippines
| | - Susan C. Hu
- Department of Public Health, College of Medicine, National Cheng Kung University, Tainan City 701, Taiwan
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Jayalakshmi R, Sewor C, Kannan S. Intraindividual double burden of malnutrition among women (15-49 years) in India, Myanmar, and Nepal: evidence from the recent Demographic and Health Surveys. Eur J Clin Nutr 2023; 77:603-610. [PMID: 36754976 DOI: 10.1038/s41430-023-01269-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2022] [Revised: 01/19/2023] [Accepted: 01/23/2023] [Indexed: 02/10/2023]
Abstract
BACKGROUND There is a concurrent increase in anaemia and overweight/obesity among women in the South and South East Asia regions. Despite these, studies on the co-existence of anaemia and overweight/obesity in these countries are abysmally limited. This secondary analysis sought to estimate the burden of the intraindividual double burden of malnutrition (IDBM), i.e., co-existence of anaemia and overweight/obesity among women of reproductive age (15-49 years) in India, Myanmar, and Nepal, and explore the impact of socio-demographic and economic factors on this health outcome. METHODS A secondary analysis of the Demographic and Health Surveys (DHS) of India (2019-2021), Myanmar (2015-2016), and Nepal (2016) was conducted. A descriptive analysis of the health outcomes and the risk factors was done with frequencies and percentages. The association between selected socio-demographic (women's age, education status, number of children and place of residence) and economic (occupation status, and wealth quintile) variables with IDBM was found with binary logistic regression analysis. RESULTS Around one in ten women of reproductive age group in India and Myanmar had IDBM. In Nepal, it occurs in one in nearly 15 women. Maternal age, education, household wealth, number of children, place of residence, and occupation were found to be significant predictors of IDBM. CONCLUSION There is a high prevalence of IDBM in South Asian women and it varies substantially across different socio-demographic and economic predictors. Sufficient evidence from prospective studies is needed to establish causal association and also to implement need-based prevention and curative strategies.
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Affiliation(s)
- Rajeev Jayalakshmi
- Department of Public Health and Community Medicine, Central University of Kerala, Kasaragod, India.
| | - Christian Sewor
- Department of Public Health and Community Medicine, Central University of Kerala, Kasaragod, India.,Public Health Research Group, Department of Biomedical Sciences, University of Cape Coast, Cape Coast, Ghana
| | - Srinivasan Kannan
- Achutha Menon Centre for Health Science Studies, Sree Chitra Tirunal Institute for Medical Sciences and Technology, Trivandrum, India
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Christian AK, Steiner-asiedu M, Bentil HJ, Rohner F, Wegmüller R, Petry N, Wirth JP, Donkor WES, Amoaful EF, Adu-afarwuah S. Co-Occurrence of Overweight/Obesity, Anemia and Micronutrient Deficiencies among Non-Pregnant Women of Reproductive Age in Ghana: Results from a Nationally Representative Survey. Nutrients 2022; 14:1427. [PMID: 35406039 PMCID: PMC9002982 DOI: 10.3390/nu14071427] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2022] [Revised: 03/17/2022] [Accepted: 03/23/2022] [Indexed: 12/10/2022] Open
Abstract
Overweight/obesity (OWOB) often co-occurs with anemia or micronutrient deficiencies (MNDs) among women of reproductive age (WRA) in Ghana; identifying the risk factors of these conditions is essential for prevention. We aimed to examine the prevalence of OWOB, anemia, and MNDs and their co-occurrence and risk factors among non-pregnant women 15–49 years of age in Ghana. Data were from a 2017 two-stage national survey of 1063 women. We estimated the weighted prevalence of single and co-occurring malnutrition, and used logistic regression to explore risk factors. The prevalence of OWOB, anemia, and ≥1 MND was 39%, 22%, and 62%, respectively; that of OWOB co-occurring with anemia was 6.7%, and OWOB co-occurring with ≥1 MND was 23.6%. There was no significant difference between observed and expected prevalence of co-occurrence OWOB with anemia or MND. Risk factors were: living in southern (vs. northern) belt, high- (vs. low-) wealth household, being ≥ 25 years old, and being married (vs. single) for OWOB, and living in northern (vs. southern) belt and medium- (vs. low-) wealth household for anemia and ≥1 MND, respectively. Different interventions are required for addressing OWOB in WRA than those for anemia and MNDs.
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de Juras AR, Hsu WC, Hu SC. The Double Burden of Malnutrition at the Individual Level Among Adults: A Nationwide Survey in the Philippines. Front Nutr 2021; 8:760437. [PMID: 34869531 PMCID: PMC8634133 DOI: 10.3389/fnut.2021.760437] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2021] [Accepted: 10/25/2021] [Indexed: 12/28/2022] Open
Abstract
Introduction: Double burden of malnutrition (DBM) is a fast-evolving public health challenge. The rising prevalence of obesity and diet-related non-communicable diseases alongside persistent nutritional deficiencies are compelling problems in many developing countries. However, there is limited evidence on the coexistence of these conditions in the same individual among community-dwelling adults. This cross-sectional study describes the various forms of DBM and examines the determinants of DBM at the individual level among adults in the Philippines. Materials and Methods: A nationwide dataset from the 2013 Philippine National Nutrition Survey was used. The final study sample consisted of 17,157 adults (8,596 men and 8,561 non-pregnant and non-lactating women). This study focused on three DBM types within adults: (#1) Underweight and at least one cardiometabolic risk factor (Uw + ≥1 CMRF), (#2) Anemia and at least one cardiometabolic risk factor (An + ≥1 CMRF), (#3) Vitamin A deficiency or iodine insufficiency and at least one cardiometabolic risk factor (Other MND + ≥1 CMRF). The total double burden of malnutrition was also evaluated as the sum of the aforementioned three types. Logistic regression models were used to assess associations between socio-demographic and lifestyle factors and DBM. Results: The prevalence of the three types of DBM were: type #1, 8.1%; type #2, 5.6%; type #3, 20.6%, and the total DBM prevalence was 29.4%. Sex, age, educational attainment, employment status, wealth quintile, and alcohol drinking were the risk factors for DBM. In contrast, marital status, smoking, and physical activity were associated with the different DBM types. Conclusion: The study findings contribute to the current state of knowledge on the broad spectrum of individual-level DBM. Understanding the disparities of this phenomenon could guide integrated actions directed to the concomitance of malnutrition in various forms and cardiometabolic disease risks.
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Affiliation(s)
- Aileen R. de Juras
- Department of Public Health, College of Medicine, National Cheng Kung University, Tainan City, Taiwan
- Institute of Human Nutrition and Food, College of Human Ecology, University of the Philippines Los Baños, Laguna, Philippines
| | - Wan-Chen Hsu
- Department of Public Health, College of Medicine, National Cheng Kung University, Tainan City, Taiwan
| | - Susan C. Hu
- Department of Public Health, College of Medicine, National Cheng Kung University, Tainan City, Taiwan
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Sales CH, Rogero MM, Sarti FM, Fisberg RM. Prevalence and Factors Associated with Iron Deficiency and Anemia among Residents of Urban Areas of São Paulo, Brazil. Nutrients 2021; 13:1888. [PMID: 34072813 PMCID: PMC8226555 DOI: 10.3390/nu13061888] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2021] [Revised: 05/23/2021] [Accepted: 05/28/2021] [Indexed: 12/23/2022] Open
Abstract
Anemia is a worldwide concern. This cross-sectional population-based study examined the prevalence of iron-deficiency anemia (IDA) among residents of São Paulo (n = 898; 12-93 years), considering sociodemographic factors, dietary iron inadequacy, and food contributors to iron intake. Blood cell count and iron biomarkers were quantified. Dietary iron intake was measured using two 24-h dietary recalls. Iron intake inadequacy was estimated using a probabilistic approach. The prevalence of anemia was 6.7%, depleted iron stores 5.1%, and IDA 1.1%. Women of all age groups, older adults, and those who were underweight or obese had the highest prevalence of anemia, and female adolescents had the highest prevalence of depleted iron stores. Female adolescents and adults were more vulnerable to depleted iron stores. Male adults and older adults had a considerable prevalence of iron overload. Except for female adolescents and adults, all groups had mild probabilities of inadequate iron intake. The main food iron contributor was wheat flour. Hemoglobin concentrations were directly associated with being an adult, having a higher income, and inversely associated with being female. Serum ferritin concentrations were directly associated with age and inversely correlated with female sex. Residents of São Paulo had a low prevalence of anemia, iron deficiency, and IDA, and sociodemographic factors interfered with these parameters.
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Affiliation(s)
- Cristiane Hermes Sales
- Department of Nutrition, School of Public Health, University of São Paulo, São Paulo 01246-904, Brazil; (M.M.R.); (R.M.F.)
| | - Marcelo Macedo Rogero
- Department of Nutrition, School of Public Health, University of São Paulo, São Paulo 01246-904, Brazil; (M.M.R.); (R.M.F.)
| | - Flávia Mori Sarti
- School of Arts, Sciences and Humanities, University of São Paulo, São Paulo 03828-000, Brazil;
| | - Regina Mara Fisberg
- Department of Nutrition, School of Public Health, University of São Paulo, São Paulo 01246-904, Brazil; (M.M.R.); (R.M.F.)
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Ali NB, Dibley MJ, Islam S, Rahman MM, Raihana S, Bhuiyan SET, Rahman QS, Rahman H, Arifeen SE, Huda TM. Overweight and obesity among urban women with iron deficiency anaemia in Bangladesh. Matern Child Nutr 2020; 17:e13102. [PMID: 33111455 PMCID: PMC7988850 DOI: 10.1111/mcn.13102] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/26/2020] [Revised: 07/29/2020] [Accepted: 09/29/2020] [Indexed: 01/17/2023]
Abstract
In this study, we aimed to determine the prevalence and factors associated with overweight and obesity among nonpregnant and nonlactating (NPNL) women of reproductive age with iron deficiency anaemia (IDA) in urban Bangladesh. We obtained data from the baseline assessment of a randomized control trial conducted among 525 women of reproductive age (18–49 years) with IDA (Hb < 12 gdl−1 and serum ferritin <30 μg L−1). The study was carried out in Mirpur, Dhaka, Bangladesh, between December 2017 and January 2019. We collected information on women's socio‐demographic characteristics and anthropometry. Body mass index (BMI) was calculated using the following formula: weight in kilograms per height in square metres. BMI ≥ 25–29.9 kg m−2 was considered as overweight, whereas BMI ≥ 30 kg m−2 as obese. A multivariable logistic regression model was used to ascertain the risk factors of overweight and obesity. The prevalence of overweight and obesity was 29.9% (95% CI: 26.0–34.0) and 13.1% (95% CI: 10.4–16.3), respectively. The combined prevalence of overweight and obesity was 43.0% (95% CI: 38.7–47.4). The multivariable analysis showed married women (aOR: 4.4; CI: 1.8–11.1), women aged 30–49 years (aOR: 7.6; CI: 2.4–24.1), unemployed women (aOR 1.5; CI: 1.0–2.4) and women from the wealthier households (aOR 3.9; CI: 2.3–6.8) had the highest risk of being overweight and obese compared with their counterparts. Both age and household wealth statuses showed dose–response relationships. Combination of overweight and obesity with IDA poses a particular challenge for public health interventions. The policymakers should consider what new interventions and policy initiatives are needed to address this combination of overweight and obesity with IDA.
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Affiliation(s)
- Nazia Binte Ali
- Maternal and Child Health Division (MCHD), icddr,b, Dhaka, Bangladesh
| | - Michael J Dibley
- Sydney School of Public Health, The University of Sydney, Sydney, NSW, Australia
| | - Sajia Islam
- Maternal and Child Health Division (MCHD), icddr,b, Dhaka, Bangladesh
| | | | - Shahreen Raihana
- Maternal and Child Health Division (MCHD), icddr,b, Dhaka, Bangladesh.,Sydney School of Public Health, The University of Sydney, Sydney, NSW, Australia
| | | | | | - Hafizur Rahman
- Maternal and Child Health Division (MCHD), icddr,b, Dhaka, Bangladesh
| | - Shams El Arifeen
- Maternal and Child Health Division (MCHD), icddr,b, Dhaka, Bangladesh
| | - Tanvir M Huda
- Maternal and Child Health Division (MCHD), icddr,b, Dhaka, Bangladesh.,Sydney School of Public Health, The University of Sydney, Sydney, NSW, Australia
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Krishnamoorthy Y, Rajaa S, Murali S, Rehman T, Sahoo J, Kar SS. Prevalence of metabolic syndrome among adult population in India: A systematic review and meta-analysis. PLoS One 2020; 15:e0240971. [PMID: 33075086 PMCID: PMC7571716 DOI: 10.1371/journal.pone.0240971] [Citation(s) in RCA: 44] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2019] [Accepted: 10/06/2020] [Indexed: 12/27/2022] Open
Abstract
OBJECTIVE This review was done to determine the prevalence of metabolic syndrome (MS) among adult general population in India. We also wanted to find the gender, setting, and region-wide distribution of MS in India. METHODS We conducted systematic searches in various databases including Medline, ScienceDirect, Cochrane library and Google Scholar from inception until August 2019. We included studies conducted in India reporting the prevalence of MS among adults aged 18 years or more. We used the Newcastle Ottawa scale to assess the quality of included studies. We carried out a meta-analysis with random-effects model and reported pooled prevalence with 95% confidence intervals (CIs). We used the Funnel plot to assess publication biases. RESULTS In total, we analysed 113 data from 111 studies with 133,926 participants. Majority of the included studies (76 out of 111) had low risk of bias. We found significant heterogeneity among the included studies (p<0.001). We also found a symmetrical funnel plot indicating an absence of publication bias. The prevalence of MS among adult population in India was 30% (95%CI: 28%-33%). There was a steady increase in the burden across the age groups from 13% (18-29 years group) to 50% (50-59 years). We also found that people living in urban areas (32%; 95%CI: 29%-36%) had higher prevalence when compared to tribal (28%; 95%CI: 21%-36%) or rural adults (22%; 95%CI: 20%-25%). Gender distribution of MS showed that the females had higher prevalence (35%; 95%CI: 31%-38%) when compared to males 26% (95%CI: 22%-29%). CONCLUSION Almost one in three adults in India suffer from MS. Females, people living in urban areas and in northeast region had higher prevalence of MS. Development and implementation of policies and protocols for the screening of MS would enable us in early diagnosis and treatment with special focus towards the vulnerable and high-risk groups.
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Affiliation(s)
- Yuvaraj Krishnamoorthy
- Department of Preventive and Social Medicine, Jawaharlal Institute of Postgraduate Medical Education and Research (JIPMER), Puducherry, India
| | - Sathish Rajaa
- Department of Preventive and Social Medicine, Jawaharlal Institute of Postgraduate Medical Education and Research (JIPMER), Puducherry, India
| | - Sharan Murali
- Department of Preventive and Social Medicine, Jawaharlal Institute of Postgraduate Medical Education and Research (JIPMER), Puducherry, India
| | - Tanveer Rehman
- Department of Preventive and Social Medicine, Jawaharlal Institute of Postgraduate Medical Education and Research (JIPMER), Puducherry, India
| | - Jayaprakash Sahoo
- Department of Endocrinology, Jawaharlal Institute of Postgraduate Medical Education and Research (JIPMER), Puducherry, India
| | - Sitanshu Sekhar Kar
- Department of Preventive and Social Medicine, Jawaharlal Institute of Postgraduate Medical Education and Research (JIPMER), Puducherry, India
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Davis JN, Oaks BM, Engle-Stone R. The Double Burden of Malnutrition: A Systematic Review of Operational Definitions. Curr Dev Nutr 2020; 4:nzaa127. [PMID: 32885132 PMCID: PMC7456307 DOI: 10.1093/cdn/nzaa127] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2020] [Revised: 07/10/2020] [Accepted: 07/16/2020] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND Despite increasing research on the double burden of malnutrition (DBM; i.e., coexisting over- and undernutrition), there is no global consensus on DBM definitions. OBJECTIVES To identify published operational DBM definitions, measure their frequency of use, and discuss implications for future assessment. METHODS Following a structured search of peer-reviewed articles with terms describing "overnutrition" [e.g., overweight/obesity (OW/OB)] and "undernutrition" (e.g., stunting, micronutrient deficiency), we screened 1920 abstracts, reviewed 500 full texts, and extracted 623 operational definitions from 239 eligible articles. RESULTS We organized three identified DBM dimensions (level of assessment, target population, and forms of malnutrition) into a framework for building operational DBM definitions. Frequently occurring definitions included coexisting: 1) OW/OB and thinness, wasting, or underweight (n = 289 occurrences); 2) OW/OB and stunting (n = 161); 3) OW/OB and anemia (n = 74); and 4) OW/OB and micronutrient deficiency (n = 73). CONCLUSIONS Existing DBM definitions vary widely. Putting structure to possible definitions may facilitate selection of fit-for-purpose indicators to meet public health priorities.
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Affiliation(s)
- Jennie N Davis
- Institute for Global Nutrition, Department of Nutrition, University of California, Davis, Davis, CA, USA
| | - Brietta M Oaks
- Department of Nutrition and Food Sciences, University of Rhode Island, Kingston, RI, USA
| | - Reina Engle-Stone
- Institute for Global Nutrition, Department of Nutrition, University of California, Davis, Davis, CA, USA
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Rhodes EC, Suchdev PS, Narayan KMV, Cunningham S, Weber MB, Tripp K, Mapango C, Ramakrishnan U, Hennink M, Williams AM. The Co-Occurrence of Overweight and Micronutrient Deficiencies or Anemia among Women of Reproductive Age in Malawi. J Nutr 2020; 150:1554-1565. [PMID: 32271925 PMCID: PMC7269723 DOI: 10.1093/jn/nxaa076] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2019] [Revised: 02/01/2020] [Accepted: 03/02/2020] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND In low-resource settings, urbanization may contribute to the individual-level double burden of malnutrition (DBM), whereby under- and overnutrition co-occur within the same individuals. OBJECTIVE We described DBM prevalence among Malawian women by urban-rural residence, examined whether urban residence was associated with DBM, and assessed whether DBM prevalence was greater than the prevalence expected by chance given population levels of under- and overnutrition, which would suggest DBM is a distinct phenomenon associated with specific factors. METHODS We analyzed nationally representative data of 723 nonpregnant women aged 15-49 y from the 2015-2016 Malawi Micronutrient Survey. DBM was defined as co-occurring overweight or obesity (OWOB) and ≥1 micronutrient deficiency or anemia. We used Poisson regression models to examine the association between urban residence and DBM and its components. The Rao-Scott modified chi-square test compared the observed and expected DBM prevalence. RESULTS Nationally, 10.8% (95% CI: 7.0, 14.5) of women had co-occurring OWOB and any micronutrient deficiency and 3.4% (95% CI: 1.3, 5.5) had co-occurring OWOB and anemia. The prevalence of co-occurring OWOB and any micronutrient deficiency was 2 times higher among urban women than rural women [urban 32.6 (24.1, 41.2) compared with rural 8.6 (5.2, 11.9), adjusted prevalence ratio: 2.0 (1.1, 3.5)]. Co-occurring OWOB and anemia prevalence did not significantly differ by residence [urban 6.9 (0.6, 13.2) compared with rural 3.0 (0.8, 5.3)]. There were no statistically significant differences in observed and expected prevalence estimates of DBM. CONCLUSIONS This analysis shows that co-occurring OWOB and any micronutrient deficiency was higher among women in urban Malawi compared with rural areas. However, our finding that co-occurring OWOB and any micronutrient deficiency or anemia may be due to chance suggests that there may not be common causes driving DBM in Malawian women. Thus, there may not be a need to design and target interventions specifically for women with DBM.
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Affiliation(s)
- Elizabeth C Rhodes
- Emory University, Laney Graduate School, Nutrition and Health Sciences Program, Atlanta, GA, USA,Address correspondence to ECR (e-mail: )
| | - Parminder S Suchdev
- Emory University, Laney Graduate School, Nutrition and Health Sciences Program, Atlanta, GA, USA,Emory University, Rollins School of Public Health, Hubert Department of Global Health, Atlanta, GA, USA,CDC, Division of Nutrition, Physical Activity and Obesity, Atlanta, GA, USA,Emory University, Department of Pediatrics, Atlanta, GA, USA
| | - K M Venkat Narayan
- Emory University, Laney Graduate School, Nutrition and Health Sciences Program, Atlanta, GA, USA,Emory University, Rollins School of Public Health, Hubert Department of Global Health, Atlanta, GA, USA
| | - Solveig Cunningham
- Emory University, Laney Graduate School, Nutrition and Health Sciences Program, Atlanta, GA, USA,Emory University, Rollins School of Public Health, Hubert Department of Global Health, Atlanta, GA, USA
| | - Mary Beth Weber
- Emory University, Laney Graduate School, Nutrition and Health Sciences Program, Atlanta, GA, USA,Emory University, Rollins School of Public Health, Hubert Department of Global Health, Atlanta, GA, USA
| | - Katie Tripp
- CDC, Division of Nutrition, Physical Activity and Obesity, Atlanta, GA, USA
| | | | - Usha Ramakrishnan
- Emory University, Laney Graduate School, Nutrition and Health Sciences Program, Atlanta, GA, USA,Emory University, Rollins School of Public Health, Hubert Department of Global Health, Atlanta, GA, USA
| | - Monique Hennink
- Emory University, Rollins School of Public Health, Hubert Department of Global Health, Atlanta, GA, USA
| | - Anne M Williams
- Emory University, Laney Graduate School, Nutrition and Health Sciences Program, Atlanta, GA, USA,CDC, Division of Nutrition, Physical Activity and Obesity, Atlanta, GA, USA
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Little M, Humphries S, Dodd W, Patel K, Dewey C. Socio-demographic patterning of the individual-level double burden of malnutrition in a rural population in South India: a cross-sectional study. BMC Public Health 2020; 20:675. [PMID: 32404080 PMCID: PMC7218837 DOI: 10.1186/s12889-020-08679-5] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2019] [Accepted: 04/08/2020] [Indexed: 12/28/2022] Open
Abstract
BACKGROUND The double burden of malnutrition is the co-occurrence of undernutrition (e.g. underweight, stunting, and micronutrient deficiencies) and over-nutrition (e.g. obesity, type 2 diabetes, and cardiovascular disease) at the population, household, or individual level. The objectives of this study were to determine the extent and determinants of individual-level co-morbid anemia and overweight and co-morbid anemia and diabetes in a population in rural Tamil Nadu, South India. METHODS We undertook a cross-sectional study of adults (n = 753) in a rural region of Tamil Nadu, South India. A survey assessed socio-demographic factors, physical activity levels, and dietary intake. Clinical measurements included body-mass index, an oral glucose tolerance test, and blood hemoglobin assessments. Multivariable logistic regression analyses were used to determine associations between risk factors and two co-morbid double burden pairings: (1) anemia and overweight, and (2) anemia and diabetes. RESULTS Prevalence of co-morbid anemia and overweight was 23.1% among women and 13.1% among men. Prevalence of co-morbid anemia and diabetes was 6.2% among women and 6.3% among men. The following variables were associated with co-morbid anemia and overweight in multivariable models [odds ratio (95% confidence interval)]: female sex [2.3 (1.4, 3.85)], high caste [3.2 (1.34, 7.49)], wealth index [1.1 (1.00, 1.12)], rurality (0.7 [0.56, 0.85]), tobacco consumption [0.6 (0.32, 0.96)], livestock ownership [0.5 (0.29, 0.89)], and energy-adjusted meat intake [1.8 (0.61, 0.94)]. The following variables were associated with co-morbid anemia and diabetes in multivariable models: age [1.1 (1.05, 1.11)], rurality [0.8 (0.57, 0.98)], and family history of diabetes [4.9 (1.86, 12.70). CONCLUSION This study determined the prevalence and factors associated with individual-level double burden of malnutrition. Women in rural regions of India may be particularly vulnerable to individual-level double burden of malnutrition and should be a target population for any nutrition interventions to address simultaneous over- and undernutrition.
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Affiliation(s)
- Matthew Little
- Department of Population Medicine, University of Guelph, Guelph, ON, Canada.
- School of Public Health and Social Policy, University of Victoria, Victoria, BC, Canada.
| | - Sally Humphries
- Department of Sociology and Anthropology, University of Guelph, Guelph, ON, Canada
| | - Warren Dodd
- Department of Population Medicine, University of Guelph, Guelph, ON, Canada
- School of Public Health and Health Systems, University of Waterloo, Waterloo, ON, Canada
| | - Kirit Patel
- Department of International Development Studies, Menno Simons College, University of Winnipeg, Winnipeg, MB, Canada
| | - Cate Dewey
- Department of Population Medicine, University of Guelph, Guelph, ON, Canada
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Gupta V, Saxena R, Walia GK, Agarwal T, Vats H, Dunn W, Relton C, Sovio U, Papageorghiou A, Davey Smith G, Khadgawat R, Sachdeva MP. Gestational route to healthy birth (GaRBH): protocol for an Indian prospective cohort study. BMJ Open 2019; 9:e025395. [PMID: 31048433 PMCID: PMC6501957 DOI: 10.1136/bmjopen-2018-025395] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/12/2018] [Revised: 10/17/2018] [Accepted: 03/12/2019] [Indexed: 11/13/2022] Open
Abstract
INTRODUCTION Pregnancy is characterised by a high rate of metabolic shifts from early to late phases of gestation in order to meet the raised physiological and metabolic needs. This change in levels of metabolites is influenced by gestational weight gain (GWG), which is an important characteristic of healthy pregnancy. Inadequate/excessive GWG has short-term and long-term implications on maternal and child health. Exploration of gestational metabolism is required for understanding the quantitative changes in metabolite levels during the course of pregnancy. Therefore, our aim is to study trimester-specific variation in levels of metabolites in relation to GWG and its influence on fetal growth and newborn anthropometric traits at birth. METHODS AND ANALYSIS A prospective longitudinal study is planned (start date: February 2018; end date: March 2023) on pregnant women that are being recruited in the first trimester and followed in subsequent trimesters and at the time of delivery (total 3 follow-ups). The study is being conducted in a hospital located in Bikaner district (66% rural population), Rajasthan, India. The estimated sample size is of 1000 mother-offspring pairs. Information on gynaecological and obstetric history, socioeconomic position, diet, physical activity, tobacco and alcohol consumption, depression, anthropometric measurements and blood samples is being collected for metabolic assays in each trimester using standardised methods. Mixed effects regression models will be used to assess the role of gestational weight in influencing metabolite levels in each trimester. The association of maternal levels of metabolites with fetal growth, offspring's weight and body composition at birth will be investigated using regression modelling. ETHICS AND DISSEMINATION The study has been approved by the ethics committees of the Department of Anthropology, University of Delhi and Sardar Patel Medical College, Rajasthan. We are taking written informed consent after discussing the various aspects of the study with the participants in the local language.
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Affiliation(s)
- Vipin Gupta
- Department of Anthropology, University of Delhi, Delhi, India
| | - Ruchi Saxena
- Department of Obstetrics and Gynaecology, Sardar Patel Medical College, Bikaner, Rajasthan, India
| | | | | | - Harsh Vats
- Department of Anthropology, University of Delhi, Delhi, India
| | - Warwick Dunn
- School of Biosciences, Phenome Centre Birmingham and Institute of Metabolism and Systems Research, University of Birmingham, Birmingham, UK
| | - Caroline Relton
- MRC Integrative Epidemiology Unit and Bristol Medical School, University of Bristol, Bristol, UK
| | - Ulla Sovio
- Obstetrics and Gyneacology, University of Cambridge, Cambridge, UK
| | - Aris Papageorghiou
- Nuffield Department of Women’s & Reproductive Health, University of Oxford, Oxford, United Kingdom
| | - George Davey Smith
- MRC Integrative Epidemiology Unit and Bristol Medical School, University of Bristol, Bristol, UK
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Little M, Zivot C, Humphries S, Dodd W, Patel K, Dewey C. Burden and Determinants of Anemia in a Rural Population in South India: A Cross-Sectional Study. Anemia 2018; 2018:7123976. [PMID: 30112198 DOI: 10.1155/2018/7123976] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2018] [Revised: 04/22/2018] [Accepted: 06/14/2018] [Indexed: 12/03/2022] Open
Abstract
Background/Objectives To determine the prevalence and determinants of blood haemoglobin level and mild, moderate, and severe anemia in a sample of adults from rural Tamil Nadu, India. Subjects/Methods We recruited a sample of men and nonpregnant women aged 20 years and older. Clinical health measures included blood haemoglobin concentration and body mass index. We assessed associations between anemia outcomes and sociodemographic and dietary factors using linear and logistic regression modeling. Results A total of 753 individuals (412 women and 341 men) participated in this study. The prevalence of anemia was 57.2% among women and 39.3% among men (P<0.001). Prevalence of anemia increased with age among men (P<0.001) but not women (P>0.05). Iron intake was low; 11.7% women and 24.1% of men reported iron intakes above recommended dietary allowances (P<0.001). Factors (OR (95% CI)) associated with mild or moderate anemia among women included television ownership (0.27 (0.13, 0.58)), livestock ownership (0.46 (0.28, 0.75)), refined grain consumption (1.32 (1.02, 1.72)), meat consumption (0.84 (0.71, 0.99)), and commercial agriculture production (mild: 4.6 (1.1, 18.8); moderate: 6.8 (1.98, 23.1)). Factors associated with mild, moderate, or severe anemia among men included rurality (0.50 (0.25, 0.99)), sugar consumption (1.04 (1.01, 1.06)), egg consumption (0.80 (0.65, 0.99)), and high caste (7.3 (1.02, 52.3)). Conclusion Both women and men in this region may be particularly vulnerable to anemia, and future research must expand beyond dietary risk factors to examine the impacts of sociodemographic and environmental factors.
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Jones AD, Hoey L, Blesh J, Janda K, Llanque R, Aguilar AM. Peri-Urban, but Not Urban, Residence in Bolivia Is Associated with Higher Odds of Co-Occurrence of Overweight and Anemia among Young Children, and of Households with an Overweight Woman and Stunted Child. J Nutr 2018; 148:632-642. [PMID: 29659966 DOI: 10.1093/jn/nxy017] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2017] [Accepted: 01/18/2018] [Indexed: 12/22/2022] Open
Abstract
Background Urban populations have grown globally alongside emerging simultaneous burdens of undernutrition and obesity. Yet, how heterogeneous urban environments are associated with this nutritional double burden is poorly understood. Objective We aimed to determine: 1) the prevalence of the nutritional double burden and its components in urban, peri-urban, and rural areas of Bolivia; and 2) the association of residence in these areas with the nutritional double burden and its components. Design We surveyed 3946 randomly selected households from 2 metropolitan regions of Bolivia. Census data and remotely sensed imagery were used to define urban, peri-urban, and rural districts along a transect in each region. We defined 5 nutritional double burdens: concurrent overweight and anemia among women of reproductive age (15-49 y), and children (6-59 mo), respectively; concurrent overweight and stunting among children; and households with an overweight woman and, respectively, an anemic or stunted child. Capillary hemoglobin concentrations were measured to assess anemia (women: hemoglobin <120 g/L; children: hemoglobin <110 g/L), and overweight and stunting were calculated from height, weight, and age data. Results In multiple logistic regression models, peri-urban, but not urban residence, was associated with higher odds of concurrent overweight and anemia among children (OR: 1.8; 95% CI; 1.0, 3.2) and of households with an overweight woman and stunted child (1.8; 1.2, 2.7). Examining the components of the double burden, peri-urban women and children, respectively, had higher odds of overweight than rural residents [women (1.5; 1.2, 1.8); children (1.5; 1.0, 2.4)], and children from peri-urban regions had higher odds of stunting (1.5; 1.1, 2.2). Conclusions Peri-urban, but not urban, residence in Bolivia is associated with a higher risk of the nutritional double burden than rural areas. Understanding how heterogeneous urban environments influence nutrition outcomes could inform integrated policies that simultaneously address both undernutrition and obesity.
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Affiliation(s)
- Andrew D Jones
- Department of Nutritional Sciences, School of Public Health, University of Michigan, Ann Arbor, MI
| | - Lesli Hoey
- College of Architecture and Urban Planning, University of Michigan, Ann Arbor, MI
| | - Jennifer Blesh
- School for Environment and Sustainability, University of Michigan, Ann Arbor, MI
| | - Kathryn Janda
- University of Texas Health Science Center at Houston, School of Public Health in Austin, Austin, TX
| | | | - Ana María Aguilar
- Instituto de Investigación en Salud y Desarrollo, Universidad Mayor de San Andres, La Paz, Bolivia
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Das A, Ambale-Venkatesh B, Lima JAC, Freedman JE, Spahillari A, Das R, Das S, Shah RV, Murthy VL. Cardiometabolic disease in South Asians: A global health concern in an expanding population. Nutr Metab Cardiovasc Dis 2017; 27:32-40. [PMID: 27612985 DOI: 10.1016/j.numecd.2016.08.001] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/27/2016] [Revised: 07/30/2016] [Accepted: 08/01/2016] [Indexed: 12/27/2022]
Abstract
Cardiovascular disease (CVD) is one of the main causes of mortality and morbidity worldwide. As an emerging population, South Asians (SAs) bear a disproportionately high burden of CVD relative to underlying classical risk factors, partly attributable to a greater prevalence of insulin resistance and diabetes and distinct genetic and epigenetic influences. While the phenotypic distinctions between SAs and other ethnicities in CVD risk are becoming increasingly clear, the biology of these conditions remains an area of active investigation, with emerging studies involving metabolism, genetic variation and epigenetic modifiers (e.g., extracellular RNA). In this review, we describe the current literature on prevalence, prognosis and CVD risk in SAs, and provide a landscape of translational research in this field toward ameliorating CVD risk in SAs.
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Affiliation(s)
- A Das
- Department of Cardiology, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - B Ambale-Venkatesh
- Department of Medicine and Cardiology, Heart and Vascular Institute, Johns Hopkins Medical Institutions, The Johns Hopkins University, Baltimore, USA
| | - J A C Lima
- Department of Medicine and Cardiology, Heart and Vascular Institute, Johns Hopkins Medical Institutions, The Johns Hopkins University, Baltimore, USA
| | - J E Freedman
- Department of Cardiology, UMass Memorial Health Care, MA, USA
| | - A Spahillari
- Department of Cardiology, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - R Das
- The John Hopkins University, Baltimore, USA
| | - S Das
- Department of Cardiology, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - R V Shah
- Department of Cardiology, Beth Israel Deaconess Medical Center, Boston, MA, USA.
| | - V L Murthy
- Cardiovascular Medicine Division, Department of Medicine, University of Michigan, Ann Arbor, USA.
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Jones AD, Mundo-Rosas V, Cantoral A, Levy TS. Household food insecurity in Mexico is associated with the co-occurrence of overweight and anemia among women of reproductive age, but not female adolescents. Matern Child Nutr 2016; 13. [PMID: 27966839 DOI: 10.1111/mcn.12396] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/29/2016] [Revised: 08/31/2016] [Accepted: 10/03/2016] [Indexed: 12/12/2022]
Abstract
We aimed to determine the association between household food insecurity (HFI) and the co-occurrence of overweight and anemia among women of reproductive age in the Mexican population. We analyzed data on 4,039 nonpregnant female adolescents (15-19 years) and 10,760 nonpregnant adult women of reproductive age (20-49 years) from the 2012 National Health and Nutrition Survey of Mexico. The survey uses a two-stage sampling design, stratified by rural and urban regions. The Latin American and Caribbean Food Security Scale was used to assess HFI. We assessed overweight and obesity in women based on World Health Organization classifications for body mass index, and BMI-for-age Z-scores for female adolescents, and defined anemia as an altitude-adjusted hemoglobin (Hb) concentration < 120 g/L based on measurement of capillary Hb concentrations. In multiple logistic regression models adjusting for potential confounding covariates, HFI was not associated with the co-occurrence of anemia and overweight among female adolescents. The adjusted odds of women of reproductive age from mildly and moderately food-insecure households, respectively, experiencing concurrent anemia and overweight were 48% (OR: 1.48; 95% CI: 1.15, 1.91) and 49% (OR: 1.49; 95% CI: 1.08, 2.06) higher than among women from food-secure households. Severe HFI was not associated with concurrent overweight and anemia among female adolescents or women. HFI may be a shared mechanism for dual forms of malnutrition within the same individual, simultaneously contributing to overconsumption and dietary inadequacy.
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Affiliation(s)
- Andrew D Jones
- School of Public Health, University of Michigan, Ann Arbor, Michigan, USA
| | - Verónica Mundo-Rosas
- Center of Nutrition and Health Research, National Institute of Public Health, Mexico City, Mexico
| | - Alejandra Cantoral
- CONACYT Research Fellow, National Institute of Public Health, Mexico City, Mexico
| | - Teresa Shamah Levy
- Center of Nutrition and Health Research, National Institute of Public Health, Mexico City, Mexico
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Traissac P, El Ati J, Gartner A, Ben Gharbia H, Delpeuch F. Gender inequalities in excess adiposity and anaemia combine in a large double burden of malnutrition gap detrimental to women in an urban area in North Africa. Public Health Nutr 2016; 19:1428-37. [PMID: 27049694 DOI: 10.1017/S1368980016000689] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
OBJECTIVE The nutrition transition has exacerbated the gender gap in health in the Middle East and North Africa region as the increase in excess adiposity has been much higher among women than men. This is not exclusive of the persistence of anaemia, generally also more prevalent among women. We assessed the magnitude and sociodemographic factors associated with gender inequality vis-à-vis the double burden of excess adiposity and anaemia. DESIGN Cross-sectional study, stratified two-stage cluster sample. BMI (=weight/height2) ≥25·0 kg/m2 defined overweight and BMI≥30·0 kg/m2 obesity. Anaemia was defined as Hb <120 g/l for women, <130 g/l for men. Gender inequalities vis-à-vis the within-subject coexistence of excess adiposity and anaemia were assessed by women v. men relative prevalence ratios (RPR). Their variation with sociodemographic characteristics used models including gender × covariate interactions. SETTING Greater Tunis area in 2009-2010. SUBJECTS Adults aged 20-49 years (women, n 1689; men, n 930). RESULTS Gender inequalities in excess adiposity were high (e.g. overweight: women 64·9 % v. men 48·4 %; RPR=2·1; 95 % CI 1·6, 2·7) and much higher for anaemia (women 38·0 % v. men 7·2 %; RPR=8·2; 95 % CI 5·5, 12·4). They were striking for overweight and anaemia (women 24·1 % v. men 3·4 %; RPR=16·2; 95 % CI 10·3, 25·4). Gender inequalities in overweight adjusted for covariates increased with age but decreased with professional activity and household wealth score; gender inequality in anaemia or overweight and anaemia was more uniformly distributed. CONCLUSIONS Women were much more at risk than men, from both over- and undernutrition perspectives. Both the underlying gender-related and sex-linked biological determinants of this remarkable double burden of malnutrition inequality must be addressed to promote gender equity in health.
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