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Kong F, Wang S, Zhang Y, Li C, Dai D, Wang Y, Cao Z, Yang H, Shengli Li, Wei Wang. Alanine Derived from Ruminococcus_E bovis Alleviates Energy Metabolic Disorders during the Peripartum Period by Providing Glucogenic Precursors. RESEARCH (WASHINGTON, D.C.) 2025; 8:0682. [PMID: 40290137 PMCID: PMC12022398 DOI: 10.34133/research.0682] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/03/2025] [Revised: 03/19/2025] [Accepted: 03/31/2025] [Indexed: 04/30/2025]
Abstract
Peripartum dairy cows commonly experience energy metabolism disorders, which lead to passive culling of postpartum cows and a decrease in milk quality. By using ketosis peripartum dairy cows as a model, this study aims to elucidate the metabolic mechanism of peripartum cows and provide a novel way for managing energy metabolic disorders. From a cohort of 211 cows, we integrated multi-omics data (metagenomics, metabolomics, and transcriptomics) to identify key microbes and then utilized an in vitro rumen fermentation simulation system and ketogenic hepatic cells to validate the potential mechanisms and the effects of postbiotics derived from key microbes. Postpartum cows with metabolic disorders compensate for glucose deficiency through mobilizing muscle proteins, which leads to marked decreases in milk protein content. Concurrently, these cows experience rumen microbiota disturbance, with marked decreases in the concentrations of volatile fatty acids and microbial protein, and the deficiency of alanine (Ala) in microbial protein is correlated with the metabolic disorder phenotype. Metagenomic binning and in vitro fermentation assays reveal that Ruminococcus_E bovis (MAG 189) is enriched in amino acid biosynthesis functions and responsible for Ala synthesis. Furthermore, transcriptomic and metabolomic analyses of the liver in metabolic disorder cows also show impaired amino acid metabolism. Supplementation with Ala can alleviate ketogenesis in liver cell models by activating the gluconeogenesis pathway. This study reveals that Ruminococcus_E bovis is associated with host energy metabolism homeostasis by supplying glucogenic precursors to the liver and suggests the use of Ala as a method for the treatment of energy metabolism disorders in peripartum cows.
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Affiliation(s)
- Fanlin Kong
- State Key Laboratory of Animal Nutrition and Feeding, Department of Animal Nutrition and Feed Science, College of Animal Science and Technology,
China Agricultural University, Beijing 100193, China
| | - Shuo Wang
- State Key Laboratory of Animal Nutrition and Feeding, Department of Animal Nutrition and Feed Science, College of Animal Science and Technology,
China Agricultural University, Beijing 100193, China
| | - Yijia Zhang
- Laboratory of Animal Neurobiology, Department of Basic Veterinary Medicine, College of Veterinary Medicine,
Nanjing Agricultural University, Nanjing 210095, China
| | - Chen Li
- Department of Animal Nutrition and Feed Science, College of Animal Science,
Xinjiang Agricultural University, Urumqi 830052, China
| | - Dongwen Dai
- Department of Animal Nutrition and Feed Science, College of Animal Science and Technology,
Ningxia University, Yinchuan 750021, China
| | - Yajing Wang
- State Key Laboratory of Animal Nutrition and Feeding, Department of Animal Nutrition and Feed Science, College of Animal Science and Technology,
China Agricultural University, Beijing 100193, China
| | - Zhijun Cao
- State Key Laboratory of Animal Nutrition and Feeding, Department of Animal Nutrition and Feed Science, College of Animal Science and Technology,
China Agricultural University, Beijing 100193, China
| | - Hongjian Yang
- State Key Laboratory of Animal Nutrition and Feeding, Department of Animal Nutrition and Feed Science, College of Animal Science and Technology,
China Agricultural University, Beijing 100193, China
| | - Shengli Li
- State Key Laboratory of Animal Nutrition and Feeding, Department of Animal Nutrition and Feed Science, College of Animal Science and Technology,
China Agricultural University, Beijing 100193, China
| | - Wei Wang
- State Key Laboratory of Animal Nutrition and Feeding, Department of Animal Nutrition and Feed Science, College of Animal Science and Technology,
China Agricultural University, Beijing 100193, China
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Belay MA, Bogale EK, Haile MT, Bogale SK, Getachew E, Andarge GA, Seid K, Lakew G, Yirsaw AN, Gebreegziabher ZA, Semagn BE, Alemu AT. Double burden of malnutrition among households in Ethiopia: a systematic review and meta-analysis. Front Public Health 2025; 12:1417289. [PMID: 39949342 PMCID: PMC11822474 DOI: 10.3389/fpubh.2024.1417289] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2024] [Accepted: 12/16/2024] [Indexed: 02/16/2025] Open
Abstract
Introduction The double burden of malnutrition (DBM) at the household level has increased in sub-Saharan African countries as a result of rapid changes in global food systems and growing urbanization. The presence of overweight or obese mothers with undernourished (stunted, wasted, or underweight) children within the same household holds particular significance. However, no comprehensive study or meta-analysis has been conducted to summarize the national evidence of the double burden of malnutrition in mother-child pairs. Therefore, the purpose of this study was to determine the pooled prevalence of the double burden of malnutrition at the household level in Ethiopia in 2024. Methods This systematic review and meta-analysis was conducted on the prevalence of the double burden of malnutrition and associated factors among households in Ethiopia, using an advanced search of electronic databases and search engines. The standardized Joanna Briggs Institute (JBI) method was used to extract data from a Microsoft Excel spreadsheet and evaluate the quality of each article. The analysis was performed using STATA V.17. A random-effects model was used to conduct the meta-analysis. Heterogeneity was assessed using the I2 and Q tests. Results A total of seven publications met the inclusion criteria, including data from 56,877 and 43,770 mother-child pairs for the systematic review and meta-analysis, respectively. The pooled prevalence of the double burden of malnutrition among the mother-child pairs was 8.30% (95% confidence interval (CI): 1.51, 15.09). The heterogeneity test revealed extremely high heterogeneity (I2 = 99.91%; p = 0.00). In the subgroup analysis based on sample size, the pooled estimated prevalence of the double burden of malnutrition was high for a sample size of fewer than 1,000 mother-child pairs (11.69% (95% CI: 3.11, 20.28)). The pooled estimate from the subgroup analysis of the data collected 8 years ago was 8.61% (95% CI: 1.11, 22.33). Residence, household size, housing quality, wealth index, household food security status, mother's age and educational status, and child's age are some of the factors that influence the double burden of malnutrition among mother-child pairs. Conclusion In Ethiopia, the double burden of malnutrition among mother-child pairs is rapidly emerging. As a result, double-duty interventions should be implemented to address this issue, taking into account multiple factors at the household level. Systematic review registration The protocol for the systematic review and meta-analysis was registered under the registration ID CRD42024517778 with the PROSPERO (International Prospective Register of Systematic Review and Meta-analysis).
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Affiliation(s)
- Mahider Awoke Belay
- Department of Public Health, College of Medicine and Health Science, Injibara University, Injibara, Ethiopia
| | - Eyob Ketema Bogale
- Departments of Health Promotion and Behavioral Science, School of Public Health, College of Medicine and Health Science, Bahir Dar University, Bahir Dar, Ethiopia
| | - Mitiku Tefera Haile
- Department of Midwifery School of Nursing and Midwifery, Asrat Woldeyes Health Science Campus, Debre Berhan University, Debre Berhan, Ethiopia
| | | | - Eyob Getachew
- Departments of Health Promotion and Communication, School of Public Health, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
| | - Getnet Alemu Andarge
- Department of Nutrition, Antsokiya Gemza Wereda Health Office, Antsokiya, Ethiopia
| | - Kedir Seid
- Bati Primary Hospital, Oromia Special Zone, Bati, Ethiopia
| | - Gebeyehu Lakew
- Departments of Health Promotion and Communication, School of Public Health, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
| | - Amlaku Nigusie Yirsaw
- Departments of Health Promotion and Communication, School of Public Health, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
| | - Zenebe Abebe Gebreegziabher
- Department of Epidemiology and Biostatistics, School of Public Health, Asrat Woldeyes Health Science Campus, Debre Berhan University, Debre Berhan, Ethiopia
| | - Birhan Ewunu Semagn
- Department of Public Health, School of Public Health, Asrat Woldeyes Health Science Campus, Debre Berhan University, Debre Berhan, Ethiopia
| | - Ayenew Takele Alemu
- Department of Public Health, College of Medicine and Health Science, Injibara University, Injibara, Ethiopia
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Tamir TT, Mekonen EG, Workneh BS, Techane MA, Terefe B, Zegeye AF. Overnutrition and associated factors among women of reproductive age in Sub-Saharan Africa: A hierarchical analysis of 2019-2023 standard demographic and health survey data. Nutrition 2024; 128:112563. [PMID: 39303379 DOI: 10.1016/j.nut.2024.112563] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2023] [Revised: 06/28/2024] [Accepted: 08/12/2024] [Indexed: 09/22/2024]
Abstract
OBJECTIVES Overnutrition, a leading cause of global mortality, has seen a significant rise in low- and middle-income countries, including sub-Saharan Africa. Despite emerging evidence linking overnutrition to non-communicable diseases, limited action has been taken to address this issue. While undernutrition studies have received more attention, research on overnutrition and women's health remains scarce in sub-Saharan Africa. Our study aims to assess the prevalence and associated factors of overnutrition among reproductive women in this region METHODS: We conducted a secondary analysis of 2019-2023 Demographic and Health Survey datasets in sub-Saharan Africa. Our study included a weighted sample of 65,161 women aged 15-49 y. Using a multilevel mixed-effects logistic regression model, we identified factors associated with overnutrition. The adjusted odds ratio, along with a 95% confidence interval and a significance level of p < 0.05, determined the statistical significance of the explanatory variables. RESULTS The pooled prevalence of overnutrition among women of reproductive age in sub-Saharan Africa was 34.79% (95% CI: 34.42-35.16). Specifically, the prevalence of overweight and obesity was 21.81% and 12.99%, respectively. Women's educational status, age, media use, household wealth, urbanization, community poverty, and country income level were significantly associated with higher odds of overnutrition. CONCLUSIONS The prevalence of overnutrition among women of reproductive age in sub-Saharan Africa is relatively high. Key factors associated with this issue include women's educational status, age, media utilization, household wealth, place of residence, community poverty level, and national income status. These multilevel determinants highlight the need for a comprehensive, evidence-based approach to address overnutrition in this population. Effective strategies should target individual behaviors while considering broader social, economic, and environmental contexts. Integrating overnutrition prevention into maternal and reproductive health services, as well as strengthening social protection measures, are recommended steps to tackle this growing challenge in sub-Saharan Africa.
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Affiliation(s)
- Tadesse Tarik Tamir
- Department of Pediatrics and Child Health Nursing, School of Nursing, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia.
| | - Enyew Getaneh Mekonen
- Department of Surgical Nursing, School of Nursing, College of Medicine and Health Sciences University of Gondar, Gondar, Ethiopia
| | - Belayneh Shetie Workneh
- Department of Emergency and Critical Care Nursing, School of Nursing, College of Medicine and Health Sciences University of Gondar, Gondar, Ethiopia
| | - Masresha Asmare Techane
- Department of Pediatrics and Child Health Nursing, School of Nursing, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
| | - Bewuketu Terefe
- Department of Community Health Nursing, School of Nursing, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
| | - Alebachew Ferede Zegeye
- Department of Medical Nursing, School of Nursing, College of Medicine and Health Sciences University of Gondar, Gondar, Ethiopia
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Seedat F, Tollman SM, Twine W, Cappola AR, Wade AN. Double malnutrition and associated factors in a middle-aged and older, rural South African population. BMC Nutr 2024; 10:84. [PMID: 38858730 PMCID: PMC11163772 DOI: 10.1186/s40795-024-00890-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2023] [Accepted: 05/29/2024] [Indexed: 06/12/2024] Open
Abstract
INTRODUCTION Double malnutrition (co-existing overnutrition and undernutrition) is increasingly prevalent in sub-Saharan Africa due to rapid epidemiological and nutritional transitions. In this region, studies of double malnutrition have largely been conducted at country and household level, with individual-level studies primarily limited to children and women of reproductive age. We investigated the prevalence and determinants of individual-level double malnutrition in middle-aged and older adults who constitute an increasing proportion of the sub-Saharan African population. METHODS 250 individuals aged 40-70 years (50% women) and resident in the Agincourt Health and socio-Demographic Surveillance System in rural Mpumalanga province, South Africa, were randomly selected. Double malnutrition was defined as overweight/obesity and anaemia only, overweight/obesity and iodine insufficiency, or overweight/obesity and any micronutrient deficiency (anaemia and/or iodine insufficiency). The Chi-squared goodness of fit test was used to compare the expected and observed numbers of individuals with the type of double malnutrition. Logistic regression was used to investigate determinants of each type of double malnutrition. RESULTS Double malnutrition was present in 22-36% of participants, depending on the definition used. All types of double malnutrition were more common in women than in men (overweight/obesity and anaemia: 34% vs. 10.2%, p < 0.01; overweight/obesity and iodine insufficiency: 32% vs. 12.2%, p < 0.01 and overweight/obesity and any micronutrient deficiency: 50.5% vs. 20.4%, p < 0.01). There were no differences between the overall expected and observed numbers of individuals with combinations of overweight and micronutrient deficiencies [overweight/obesity and anaemia (p = 0.28), overweight/obesity and iodine insufficiency (p = 0.27) or overweight/obesity and any micronutrient deficiency (p = 0.99)]. In models adjusted for socio-demographic factors, HIV and antiretroviral drug status, and food security or dietary diversity, men were 84-85% less likely than women to have overweight/obesity and anaemia, 65% less likely to have overweight/obesity and iodine insufficiency and 74% less likely to have overweight/obesity and any micronutrient deficiency. CONCLUSIONS Individual-level double malnutrition is prevalent in middle-aged and older adults in a rural sub-Saharan African community. Interventions to improve nutrition in similar settings should target individuals throughout the life course and a focus on women may be warranted.
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Affiliation(s)
- Faheem Seedat
- Division of Endocrinology and Metabolism, Helen Joseph Hospital, University of the Witwatersrand, Johannesburg, South Africa
| | - Stephen M Tollman
- MRC/Wits Rural Public Health and Health Transitions Research Unit, School of Public Health, University of the Witwatersrand, Johannesburg, South Africa
| | - Wayne Twine
- School of Animal, Plant and Environmental Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Anne R Cappola
- Division of Endocrinology, Diabetes and Metabolism, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Alisha N Wade
- MRC/Wits Rural Public Health and Health Transitions Research Unit, School of Public Health, University of the Witwatersrand, Johannesburg, South Africa.
- Division of Endocrinology, Diabetes and Metabolism, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
- Department of Internal Medicine, School of Clinical Medicine, University of the Witwatersrand, Johannesburg, South Africa.
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Seifu BL, Mare KU, Legesse BT, Tebeje TM. Double burden of malnutrition and associated factors among women of reproductive age in sub-Saharan Africa: a multilevel multinomial logistic regression analysis. BMJ Open 2024; 14:e073447. [PMID: 38341217 PMCID: PMC10862289 DOI: 10.1136/bmjopen-2023-073447] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Accepted: 01/22/2024] [Indexed: 02/12/2024] Open
Abstract
BACKGROUND Globally, malnutrition among women of reproductive age is on the rise and significantly contributing to non-communicable disease, deaths and disability. Even though the double burden of malnutrition (DBM) is a common problem among women in sub-Saharan Africa (SSA), there are limited studies examining the factors contributing to underweight, overweight, and obesity at the SSA level. OBJECTIVE To determine the factors associated with the DBM, and their relative magnitude, among women of reproductive age in SSA. DESIGN Cross-sectional study design. SETTING 33 SSA countries. PARTICIPANTS 240 414 women of reproductive age. PRIMARY AND SECONDARY OUTCOME MEASURES A multilevel multinomial logistic regression model was applied to identify factors associated with malnutrition. The adjusted relative risk ratio with 95% CI was used to declare the statistical significance of the association. RESULTS The pooled prevalence of underweight, overweight and obesity among women in SSA were 8.87%, 16.47% and 6.10%, respectively. Women who are from rural residence and smoke cigarettes were more likely to be underweight. Conversely, women between the age of 24-34 and 35-49, who have higher education, belong to a middle and rich household, are ever married, have high parity, use contraceptives, have media exposure and smoke cigarettes were more likely to be overweight and/or obese. CONCLUSION The findings of our study suggest that certain factors such as residence, education status, wealth, marital status, occupation, cigarette smoking, and contraceptive use have a significant assocation with malnutrition among women. Therefore, it is important for public health programs aimed at preventing the double burden of malnutrition to focus on these factors through comprehensive public awareness and cost-effective operational health interventions.
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Affiliation(s)
- Beminate Lemma Seifu
- Department of Public Health, College of Medicine and Health Sciences, Samara University, Samara, Ethiopia
| | - Kusse Urmale Mare
- Department of Nursing, College of Medicine and Health Sciences, Samara University, Samara, Ethiopia
| | - Bruck Tesfaye Legesse
- Department of Pediatrics and Neonatal Nursing, School of Nursing and Midwifery, Institute of Health Sciences, Wollega University, Nekemte, Ethiopia
| | - Tsion Mulat Tebeje
- School of Public Health, College of health sciences and Medicine, Dilla University, Dilla, Ethiopia
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Omachi BA, van Onselen A, Kolanisi U. Nutrition knowledge and health vulnerability of mothers of pre-school children in north-central, Nigeria. PLoS One 2024; 19:e0292252. [PMID: 38295048 PMCID: PMC10829998 DOI: 10.1371/journal.pone.0292252] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Accepted: 09/15/2023] [Indexed: 02/02/2024] Open
Abstract
OBJECTIVE This study explores the contribution of nutrition knowledge to the health status of pre-school children's mothers in Niger State, North-Central, Nigeria. DESIGN The study is a descriptive cross-sectional design using a quantitative data collection method. SETTING/PARTICIPANTS A multi-stage sampling technique was used to recruit 450 mothers of pre-school children across Niger state, Nigeria. Chi-square and linear regression were used to test the level of statistical significance (at p < 0.05). Socioeconomic and demographic information, anthropometric indices and nutrition knowledge were obtained using semi-structured questionnaires. Feeding patterns were also assessed using a qualitative 7-day dietary recall. RESULT The results showed that the majority (63.8%) of the mothers were within 26-35 years, and more than half (51.6%) of the mothers lacked knowledge of a "balanced diet". Fruits, vegetables, and dairy products were the least consumed food group among the mothers (7.1% and 9.1%, respectively). Place of residence, occupation, and method of waste disposal were significantly associated with maternal minimum dietary diversity adequacy (p<0.05). Over half (57.6%) of the mothers were within the normal BMI range, and the mean waist/hip ratio was 0.82± 0.08. Social media/online was the most (36.4%) explored source of nutrition information among the mothers. This study shows no significant association between nutrition knowledge and adequacy of minimum dietary diversity among the mothers of preschool children (p = 0.09, χ2 = 13.682). CONCLUSION Dietary diversity among mothers was associated with the socioeconomic status and BMI of the mothers, which were strong determinants of meal quality and health outcomes in Nigeria and other developing countries experiencing food insecurity.
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Affiliation(s)
| | | | - Unathi Kolanisi
- University of Zululand, eMpageni, Kwazulu-Natal, South Africa
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Yussif MT, Morrison AE, Annan RA. 10-year level, trends and socio-demographic disparities of obesity among Ghanaian adults-A systematic review and meta-analysis of observational studies. PLOS GLOBAL PUBLIC HEALTH 2024; 4:e0002844. [PMID: 38271466 PMCID: PMC10810441 DOI: 10.1371/journal.pgph.0002844] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/04/2023] [Accepted: 01/03/2024] [Indexed: 01/27/2024]
Abstract
The double burden of malnutrition has assumed severer forms in Low and Middle Income Countries (LMICs) arising from sharper increases in prevalence rates of overweight and obesity in these countries compared to higher income countries. Considering that LMICs already have fragile health systems, the rising obesity levels may just be a ticking time bomb requiring expeditious implementation of priority actions by all global and national actors to prevent an explosion of cardiovascular disease related deaths. The aim of this systematic review and meta-analysis was to provide a current estimate of obesity and overweight prevalence among Ghanaian adults and assess socio-demographic disparities following the PRISMA guidelines. We searched Pubmed with Medline, Embase, Science direct and African Journals Online (AJOL) for studies on overweight and obesity published between 2013 and January 2023. Applying a quality effects model, pooled mean Body Mass Index (BMI) and prevalence of overweight and obesity were obtained from 42 studies conducted across all three geographical locations of Ghana with a combined sample size of 29137. From the analysis, the mean BMI of adults in Ghana was 24.7 kgm-2 while overweight and obesity prevalence was estimated as 23.1% and 13.3% respectively. Temporal analysis showed sharper increases in overweight and obesity prevalence from 2017/2018. Mean BMI (Females: 25.3kgm-2 vrs Males: 23.1 kgm-2), overweight (Females: 25.9% vrs Males: 16.5%) and obesity (Females: 17.4% vrs Males: 5.5%) prevalence were higher among females than males. Gender differences in mean BMI and obesity prevalence were both significant at p<0.001. Urban dwellers had higher mean BMI than their rural counterparts (24.9kgm-2 vrs 24.4kgm-2). Overweight (27.6% vrs 18.2%) and obesity (17.3% vrs 11.0%) prevalence were also higher in urban areas than in rural areas. Body weight indicators for the various geographical areas of Ghana were; southern sector: 25.4kgm-2, 28.9% and 15.4%, middle sector: 24.8kgm-2, 26.4% and 16.2% and northern sector: 24.2kgm-2, 15.4% and 8.5% for mean BMI, overweight and obesity prevalence respectively. The southern part of Ghana was similar to the middle part in terms of mean BMI, overweight and obesity but higher than the northern part. We conclude that overweight and obesity prevalence in Ghana has risen to high levels in recent years with women and urban dwellers disproportionately more affected. There is a possible implication for increased cardiovascular diseases and a generally poor quality of life for the people. Evidence-based public health interventions are needed to reverse the current situation.
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Affiliation(s)
- Mustapha Titi Yussif
- Department of Biochemistry and Biotechnology, Faculty of Science, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
| | - Araba Egyirba Morrison
- Department of Biochemistry and Biotechnology, Faculty of Science, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
| | - Reginald Adjetey Annan
- Department of Biochemistry and Biotechnology, Faculty of Science, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
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Diakité D, Sidibé S, Kolié F, Camara F, Camara DM, Kourouma M, Délamou A. Prevalence and factors associated with the coexistence of overweight/obesity and anaemia among women of reproductive age in Guinea. Public Health Nutr 2023; 26:2748-2757. [PMID: 37855236 PMCID: PMC10755430 DOI: 10.1017/s1368980023002197] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2023] [Revised: 09/07/2023] [Accepted: 10/06/2023] [Indexed: 10/20/2023]
Abstract
OBJECTIVE To determine the prevalence and associated factors of the coexistence of overweight or obesity (OWOB) and anaemia among non-pregnant Guinean women aged 15-49 years. DESIGN The analysis was performed using data from the 2018 Guinean Demographic and Health Survey. Multivariate logistic regression was used to identify factors associated with the coexistence of OWOB and anaemia (OWOB + anaemia) among non-pregnant Guinean women. SETTING Guinea. PARTICIPANTS A total of 4783 non-pregnant women aged 15-49 years with valid data on the nutritional status (BMI and Hb level) were included in the analysis. RESULTS The prevalence of coexistence of OWOB and anaemia among non-pregnant women was 11·16 % (95% CI: 10·05, 12·37). The following variables were associated with OWOB + anaemia in multivariate models (adjusted OR (AOR) 95% CI): higher wealth index (AOR = 4·69; 95% CI: 2·62, 8·39), middle wealth index (AOR = 1·96; 95% CI: 1·31, 2·93), four or more antenatal visits (AOR = 1·62; CI: 1·16, 2·28), having four or more children (AOR = 2·47; 95% CI: 1·37, 4·43) and the rural areas (AOR = 0·59; 95% CI: 0·37, 0·95). CONCLUSION The current study's findings reveal that OWOB + anaemia concerned one-tenth of non-pregnant women. Associated factors were household wealth index, multiparity, antenatal visits and rural areas. Thus, there is a need to design specific interventions to prevent the double burden of malnutrition among women of reproductive age. Interventions should include promoting physical exercise, family planning, healthy eating and raising awareness of behavioural change.
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Affiliation(s)
- Djiba Diakité
- Gamal Abdel Nasser University of Conakry, Conakry, Guinea
| | - Sidikiba Sidibé
- CEA-PCMT_Faculty of Sciences and Health Techniques, Gamal Abdel Nasser University of Conakry, Conakry, Guinea
| | - Fassou Kolié
- Gamal Abdel Nasser University of Conakry, Conakry, Guinea
| | - Facely Camara
- Gamal Abdel Nasser University of Conakry, Conakry, Guinea
| | | | - Mory Kourouma
- Gamal Abdel Nasser University of Conakry, Conakry, Guinea
| | - Alexandre Délamou
- CEA-PCMT_Faculty of Sciences and Health Techniques, Gamal Abdel Nasser University of Conakry, Conakry, Guinea
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Alem AZ, Yeshaw Y, Liyew AM, Tessema ZT, Worku MG, Tesema GA, Alamneh TS, Teshale AB, Chilot D, Ayalew HG. Double burden of malnutrition and its associated factors among women in low and middle income countries: findings from 52 nationally representative data. BMC Public Health 2023; 23:1479. [PMID: 37537530 PMCID: PMC10398981 DOI: 10.1186/s12889-023-16045-4] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2022] [Accepted: 06/02/2023] [Indexed: 08/05/2023] Open
Abstract
BACKGROUND Double burden of malnutrition (DBM) is an emerging global public health problem. The United Nations member states adopted eradicating all forms of malnutrition as an integral component of the global agenda. However, there is evidence of a high burden of undernutrition among women and rising rates of overweight and obesity, especially in low and middle income countries (LMICs). Therefore, this study aimed to investigate the prevalence and associated factors of underweight, overweight, and obesity among women of reproductive age in LMICs. METHODS Data for the study were drawn from a recent 52 Demographic and Health Surveys (DHS) conducted in LMICS. We included a sample of 1,099,187 women of reproductive age. A multilevel multinomial logistic regression model was used to identify factors associated with DBM. Adjusted relative risk ratio (RRR) with a 95% Confidence Interval (CI) was reported to show an association. RESULTS The prevalence of underweight, overweight, and obesity in LMICs among women of reproductive age was 15.2% (95% CI: 15.1-15.3), 19.0% (95% CI: 18.9- 19.1), and 9.1% (95% CI: 9.0-9.2), respectively. This study found that women aged 24-34 years, aged ≥ 35 years, with primary, secondary, and above educational level, from wealthy households, using modern contraceptives, exposed to media (radio and television), and with high parity (more than one birth) were more likely to have overweight and obesity and less likely to have underweight. Moreover, the risk of having obesity (RRR = 0.59; 95% CI = 0.58-0.60 and overweight (RRR = 0.78; 95% CI = 0.77-0.79) were lower among rural women, while the risk of being underweight was (RRR = 1.13; 95% CI = 1.11-1.15) higher among rural women compared to urban women. CONCLUSION The prevalence of underweight, overweight, and obesity was high among women of reproductive age in LMICs. Underweight, overweight, and obesity are influenced by sociodemographic, socioeconomic, and behavioral-related factors. This study shows that, in order to achieve Sustainable Development Goal 2, a multifaceted intervention approach should be considered to prevent both forms of malnutrition in women of reproductive age. This can be achieved by raising awareness and promoting healthy behaviors such as healthy eating and physical activity, especially among educated women, women from wealthy households, and women exposed to the media.
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Affiliation(s)
- Adugnaw Zeleke Alem
- Department of Epidemiology and Biostatistics, Institute of Public Health, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia.
| | - Yigizie Yeshaw
- Department of Epidemiology and Biostatistics, Institute of Public Health, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
- Department of Physiology, School of Medicine, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
| | - Alemneh Mekuriaw Liyew
- Department of Epidemiology and Biostatistics, Institute of Public Health, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
| | - Zemenu Tadesse Tessema
- Department of Epidemiology and Biostatistics, Institute of Public Health, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
| | - Misganaw Gebrie Worku
- Department of Human Anatomy, College of Medicine and Health Science, School of Medicine, University of Gondar, Gondar, Ethiopia
| | - Getayeneh Antehunegn Tesema
- Department of Epidemiology and Biostatistics, Institute of Public Health, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
| | - Tesfa Sewunet Alamneh
- Department of Epidemiology and Biostatistics, Institute of Public Health, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
| | - Achamyeleh Birhanu Teshale
- Department of Epidemiology and Biostatistics, Institute of Public Health, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
| | - Dagmawi Chilot
- Department of Physiology, School of Medicine, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
- College of Health Sciences, Center for Innovative Drug Development and Therapeutic Trials for Africa (CDT-Africa), Addis Ababa University, Addis Ababa, Ethiopia
| | - Hiwotie Getaneh Ayalew
- Department of Midwifery, School of Nursing and Midwifery, College of Medicine and Health Sciences, Wollo University, Dessie, Ethiopia
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Were JM, Stranges S, Wilk P, Ali S, Sharma I, Vargas-Gonzalez JC, Campbell MK. The double burden of malnutrition among women of reproductive age and preschool children in low- and middle-income countries: A scoping review and thematic analysis of literature. Nutrition 2023; 111:112053. [PMID: 37167923 DOI: 10.1016/j.nut.2023.112053] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Revised: 03/15/2023] [Accepted: 03/27/2023] [Indexed: 04/03/2023]
Abstract
The aim of this review was to map the literature on the double burden of malnutrition (DBM) among women of reproductive age (WRA) and preschool children in low- and middle-income countries (LMICs). The study aimed to provide an understanding of how DBM construct has been defined in the current literature and to elucidate plausible mechanisms underlying DBM development and its common risk factor among the two subgroups. We systematically searched for literature from the following databases: EMBASE, CINAHL, MEDLINE, LILACS, Scopus and ProQuest Dissertations & Thesis Global and identified articles that specifically reported on the coexistence of undernutrition and overnutrition sequalae at the population, household, or individual levels among WRA and preschool children in LMICs. A thematic analysis using the Braun and Clarke approach was conducted on excerpts from the articles to reveal emerging themes underlying the occurrence of DBM from the included studies. Of the initial 15 112 articles found, 720 met the inclusion criteria. Anthropometric measures for overnutrition and undernutrition including body mass index for WRA and height-for-age, weight-for-age, and weight-for-height Z-scores for preschool children were frequently used indicators for defining DBM across all levels of assessment. In fewer cases, DBM was defined by the pairing of cardiometabolic risk factors (e.g., hypertension) as measures for overnutrition and micronutrient deficiency (e.g., iron deficiency) as measures for undernutrition. The following themes emerged as plausible mechanisms for DBM development: nutrition transition, breastfeeding, diet behavior, biological mechanism, and statistical artifact. Factors such as child age, child sex, maternal age, maternal education, maternal occupation, household food security, household wealth, urbanicity, and economic development were commonly associated with most of the DBM phenotypes. Our review findings showed that the understanding of the DBM in current literature is very ambiguous. There is need for future research to better understand the DBM construct and its etiology.
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Affiliation(s)
- Jason Mulimba Were
- Department of Epidemiology and Biostatistics, Western University, London, Canada; The Africa Institute, Western University, London, Canada.
| | - Saverio Stranges
- Department of Epidemiology and Biostatistics, Western University, London, Canada; The Africa Institute, Western University, London, Canada; Department of Family Medicine and Medicine, Western University, London, Canada; Department of Precision Health, Luxembourg Institute of Health, Strassen, Luxembourg
| | - Piotr Wilk
- Department of Epidemiology and Biostatistics, Western University, London, Canada; Department of Pediatrics, Western University, London, Canada; Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland; Department of Epidemiology, Maastricht University, Maastricht, the Netherlands
| | - Shehzad Ali
- Department of Epidemiology and Biostatistics, Western University, London, Canada; The Africa Institute, Western University, London, Canada; Department of Anesthesia & Perioperative Medicine, London, Canada; Interfaculty Program in Public Health, The University of Western Ontario, London Canada; The World Health Organization Collaborating Center for Knowledge Translation and Health Technology Assessment in Health Equity, Bruyère Research Institute, Ottawa, Canada; Department of Health Sciences, University of York, UK; Department of Psychology, Macquarie University, Australia
| | - Ishor Sharma
- Department of Epidemiology and Biostatistics, Western University, London, Canada
| | - Juan Camilo Vargas-Gonzalez
- Department of Epidemiology and Biostatistics, Western University, London, Canada; Instituto de Evaluación Tecnológica en Salud (IETS), Bogotá D.C, Colombia
| | - M Karen Campbell
- Department of Epidemiology and Biostatistics, Western University, London, Canada; Department of Pediatrics, Western University, London, Canada; Department of Obstetrics and Gynecology, Western University, London, Canada; Children's Health Research Institute, London, Ontario, Canada; Lawson Health Research Institute, London, Ontario, Canada
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11
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Hossain MI, Rahman A, Uddin MSG, Zinia FA. Double burden of malnutrition among women of reproductive age in Bangladesh: A comparative study of classical and Bayesian logistic regression approach. Food Sci Nutr 2023; 11:1785-1796. [PMID: 37051361 PMCID: PMC10084956 DOI: 10.1002/fsn3.3209] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2022] [Revised: 12/04/2022] [Accepted: 12/19/2022] [Indexed: 01/08/2023] Open
Abstract
Although the prevalence of undernutrition among women of reproductive age has declined in Bangladesh, the increase in the prevalence of overnutrition remains a major challenge. To achieve Sustainable Development Goal 2.2, it is important to identify the drivers of the double burden of malnutrition on women in Bangladesh. The Bangladesh Demographic and Health Survey, 2017-2018 was used to model the relationship between the double burden of malnutrition among women and the risk factors using a logistic regression model under the classical and Bayesian frameworks and performed the comparison between the regression models based on the narrowest confidence interval. Regarding the Bayesian application, the Metropolis-Hastings algorithm with two types of prior information (historical and noninformative prior) was used to simulate parameter estimates from the posterior distributions. The Boruta algorithm was used to determine the significant predictors. Almost half of reproductive aged women experienced a form of malnutrition (12% were underweight, 26.1% were overweight, and 6.8% were obese). In terms of the narrowest interval estimate, it was found that Bayesian logistic regression with informative priors performs better than the noninformative priors and the classical logistic regression model. Women who were older, highly educated, from rich families, unemployed, and from urban residences were more likely to experience the double burden of malnutrition. This study recommended using the historical prior as the informative prior rather than the flat/noninformative prior to estimating the parameter uncertainty if historical data are available. The double burden of malnutrition among women is a major public health challenge in Bangladesh. This study was to determine the impact of effective risk factors on the double burden of malnutrition among women by applying the Bayesian framework. Using both informative and noninformative priors, "historical prior" was proposed as informative prior information. The main strength is that the proposed prior (historical prior) provided improved estimation as compared to the flat prior distribution.
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Affiliation(s)
| | - Azizur Rahman
- Department of StatisticsJahangirnagar UniversitySavar, DhakaBangladesh
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12
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Kushitor SB. Food availability and food habits among Ghanaians: Tracking the dietary transition in Ghana. Nutr Health 2023; 29:157-166. [PMID: 34933619 DOI: 10.1177/02601060211066707] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Background: Although extreme hunger has reduced significantly, people are eating nutrient-poor cheap foods that are unhealthy and environmentally unsustainable. Even though dietary practices are changing in Ghana, there is minimal national-level analysis of the changes and their implication for population health. Aim: This study describes shifts in food availability and consumption in Ghana from 1983-2013. Methods: Data from the Food and Agriculture Organisation (FAO) food balance sheets and a scoping review were used. Descriptive analysis was conducted in excel for the FAO data, and Preferred Reporting Items for Systematic Reviews and Meta-Analyses Extension for Scoping Reviews recommendation was followed for the scoping review. Results: The availability of total calories increased from 1527 kcal in 1983 to 3016 kcal in 2013, representing 608 kcal above the daily recommended allowance for women. Sugar and sweeteners was the food group with the highest increase of 1075%. Vegetables contributed the least to food availability, with less than 40 kcal a day. Rice contributed the most to food availability among cereals (56 kcal in 1983 to 304 kcal in 2013), replacing maise as the primary cereal. Conclusion: After the 1983 famine, there were significant increases in food availability in Ghana. The provision of rice, sugars and tubers meant to end hunger, changed dietary patterns and has resulted in low dietary diversity, high energy intake and overweight/obesity. Therefore, there is a need to intervene and increase the availability of other food groups.
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Affiliation(s)
- Sandra Boatemaa Kushitor
- Department of Community Health, Ensign Global College, Kpong, Ghana
- Food Security Initiative and Centre for Complex Systems in Transition, 26697Stellenbosch University, Stellenbosch, South Africa
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13
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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] [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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Ahmed A, Lazo DPL, Alatinga KA, Gasparatos A. From Ampesie to French fries: systematising the characteristics, drivers and impacts of diet change in rapidly urbanising Accra. SUSTAINABILITY SCIENCE 2022:1-25. [PMID: 35990025 PMCID: PMC9379245 DOI: 10.1007/s11625-022-01195-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/29/2021] [Accepted: 06/19/2022] [Indexed: 06/15/2023]
Abstract
Sub-Saharan Africa (SSA) is urbanising rapidly. One of the most visible outcomes of this urbanisation process is the change in the diets of urban residents. However, diet change in the context of rapid urbanisation is a complex and multi-dimensional phenomenon that encompasses multiple intersecting historical, environmental, socioeconomic, and political aspects. This study aims to unravel and systematise the characteristics, drivers and impacts of diet changes in Accra, through the interviews of multiple stakeholders and Causal Loop Diagrams. Diet change is characterised by the increased consumption of certain foodstuff such as rice, chicken, fish, vegetable oil, sugar, and ultra-processed food (UPF), and the decreased consumption of traditional foodstuff such as roots, tubers, and some cereals such as millet. These changes are driven by multiple factors, including among others, changes in income, sociocultural practices, energy access, and policy and trade regimes, as well as the proliferation of supermarkets and food vendors. Collectively, these diet changes have a series of environmental, socioeconomic, and health/nutrition-related impacts. Our results highlight the need to understand in a comprehensive manner the complex processes shaping diet change in the context of urbanisation, as a means of identifying effective interventions to promote healthy and sustainable urban diets in SSA. The development of such intervention should embrace a multi-stakeholder perspective, considering that the relevant urban actors have radically different perspectives and interests at this interface of urbanisation and diet change. Supplementary Information The online version contains supplementary material available at 10.1007/s11625-022-01195-y.
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Affiliation(s)
- Abubakari Ahmed
- Department of Planning, Faculty of Planning and Land Management, SD Dombo University of Business and Integrated Development Studies, Wa, Ghana
| | - Denise P. Lozano Lazo
- Graduate Program in Sustainability Science, Graduate School of Frontier Sciences, The University of Tokyo, Tokyo, Japan
| | - Kennedy A. Alatinga
- Department of Community Development, Faculty of Planning and Land Management, SD Dombo University of Business and Integrated Development Studies, Wa, Ghana
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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:nu14071427. [PMID: 35406039 PMCID: PMC9002982 DOI: 10.3390/nu14071427] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [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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Kusrini I, Kristanto Mulyantoro D, Tjandrarini DH, Ashar H. Profile of Double of Undernutrition Problem, Coexistence with Anemia among Pregnant Women Indonesia 2018: A Cross Sectional Survey. Open Access Maced J Med Sci 2021. [DOI: 10.3889/oamjms.2021.7052] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
BACKGROUND: Anemia is the most common type of malnutrition in pregnant women, and when combined with another nutritional problem, it would increase the risk of adverse pregnancy outcomes.
AIM: This study aims to analyze the risk of double undernutrition in pregnant women with anemia.
MATERIALS AND METHODS: We used secondary data from the 2018 National Basic Health Survey as well as biomedical anemia samples. Anthropometric measurements were maternal body height, middle–upper circumference (MUAC) for chronic energy malnutrition (CEM); anemia was predicted using hemoglobin levels. The number of samples is 484, considering the minimum sample size for each undernutrition proportion.
RESULTS: Anemia in pregnant women is not a single malnutrition issue. Almost one–third of pregnant women with anemia also had another form of undenutrition. In this study, the prevalence of anemia among pregnant women (%) is 35.7; stunted is 35.9, and CEM is 16.7. The malnutrition was identified as double nutritional problems coexistence to anemia, such as prevalence stunted–anemia (%) 12.5; anemia–CEM 9.2; and anemia–stunted–CEM 4.4. Overall, CEM is associated with anemia with p < 0.05 and AOR 2.25 (CI; 1.38–3.66), adjusted to height and type of residence, education, and occupation. Urban areas have a similar risk to rural areas with AOR for CEM to anemia, 2.29 (CI; 1.12–4.69); rural areas 2.23 (CI; 1.14–4.33), respectively. Moreover, women with double of undernutrition stunted–CEM in rural areas have a risk of anemia with AOR 2.75 (1.14–6.65).
CONCLUSION: The risk of anemia in pregnant women with chronic energy malnutrition has increased more than twice in rural and urban areas.
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