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Sanpinit S, Issuriya A, Sakulkeo O, Wetchakul P, Limsuwan S, Na-Phatthalung P, Kantisin S, Tang J, Chusri S. Mechanisms underlying the wound healing and tissue regeneration properties of a novel gauze dressing impregnated with traditional herbal medicine (Ya-Samarn-Phlae) in type 2 diabetic Goto-Kakizaki (GK) rats. Front Pharmacol 2025; 16:1574715. [PMID: 40271074 PMCID: PMC12015241 DOI: 10.3389/fphar.2025.1574715] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2025] [Accepted: 04/01/2025] [Indexed: 04/25/2025] Open
Abstract
Ethnopharmacological relevance A traditional preparation of Ya-Samarn-Phlae (T-YaSP) consists of Garcinia mangostana L., Oryza sativa L., Curcuma longa L., and Areca catechu L. and has been used in Thai medicine as an infused oil for treating chronic and diabetic wounds. It is reputed for its antibacterial, antioxidant, and wound-healing properties. Despite its traditional use, scientific validation of the mechanisms underlying diabetic wound healing remains limited. Aim This study aims to develop a novel gauze dressing impregnated with an ointment containing T-YaSP (YaSP) to enhance its practical application and elucidate the mechanisms of action in promoting wound healing in both non-diabetic and type 2 diabetic wounds of this ointment. Materials and methods YaSP was developed and tested for stability and dermal irritation. Changes in chemical markers during storage were measured both qualitatively and quantitatively. Its anti-inflammatory activity was assessed using the carrageenan-induced rat paw edema model. The effect of YaSP on levels of nitric oxide (NO), myeloperoxidase (MPO), malondialdehyde (MDA), inflammatory cytokines (TNF-α, IL-1β, and PGE2), and pro-inflammatory enzymes (iNOS and COX-2) was measured. The wound-healing effects of YaSP were assessed using full-thickness (6 mm diameter) wound models in both non-diabetic Wistar rats and type 2 diabetic Goto-Kakizaki rats. In addition to evaluating wound closure on days 0, 3, 5, 7, 9, and 11, the influence on TGF-β1, VEGF, and the production of collagen types I and III, which indicate the inflammatory, proliferative, and remodeling phases, was measured. Results During the 6-month storage period, the α-mangostin content measured in YaSP did not decrease; however, the curcumin level showed a significant reduction. Topical treatment with YaSP demonstrated strong anti-inflammatory activity and alleviated oxidative stress and inflammatory markers. YaSP improved wound closure rates in both diabetic and non-diabetic models. Levels of TGF-β1 and VEGF increased, indicating the promotion of angiogenesis and granulation tissue formation during the proliferation phase on the seventh day. Additionally, TGF-β1 levels dropped on the 11th day, aligning with diminished inflammation and enhanced remodeling. The treatment balanced collagen synthesis, increasing type III collagen in the early stages and type I collagen in the later stages of wound healing. Histological analysis confirmed reduced inflammation, enhanced neovascularization, and increased collagen production. Conclusion A gauze dressing impregnated with YaSP provides a practical solution for diabetic wound management and demonstrates strong wound-healing properties by modulating excess inflammation, promoting angiogenesis during the proliferation phase, and regulating collagen synthesis throughout the remodeling phase. This discovery reveals, for the first time, the underlying mechanisms of action of this traditional formulation, highlighting its potential as a cost-effective alternative for managing chronic wounds in resource-limited settings.
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Affiliation(s)
- Sineenart Sanpinit
- Department of Applied Thai Traditional Medicine, School of Medicine, Walailak University, Thasala, Nakhon Si Thammarat, Thailand
| | - Acharaporn Issuriya
- Division of Health and Applied Sciences, Faculty of Science, Prince of Songkla University, Songkhla, Thailand
| | - Oraphan Sakulkeo
- Traditional Thai Medical Research and Innovation Center, Faculty of Traditional Thai Medicine, Prince of Songkla University, Hat Yai, Songkhla, Thailand
| | - Palika Wetchakul
- Department of Applied Thai Traditional Medicine, School of Medicine, Walailak University, Thasala, Nakhon Si Thammarat, Thailand
| | - Surasak Limsuwan
- Traditional Thai Medical Research and Innovation Center, Faculty of Traditional Thai Medicine, Prince of Songkla University, Hat Yai, Songkhla, Thailand
| | - Pinanong Na-Phatthalung
- Division of Hematology and Oncology, Icahn School of Medicine at Mount Sinai, New York, NY, United States
| | - Siriwan Kantisin
- Unit for Area-Based Research and Innovation in Cross-Border Health Care and Occupational Health and Safety Department, School of Health Science, Mae Fah Luang University, Chiang Rai, Thailand
| | - Jian Tang
- School of Chinese Medicine, Bozhou University, Bozhou, China
| | - Sasitorn Chusri
- School of Health Science and Biomedical Technology Research Group for Vulnerable Populations, Mae Fah Luang University, Chiang Rai, Thailand
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Al Jarad FAS, Narapureddy BR, Derkaoui HR, Aldayal ASA, Alotaibi MMH, Aladhyani FHA, Mohammed Asif S, Muthugounder K. Prevalence and Risk Factors of Obesity Among Type 2 Diabetic Participants in Abha, Saudi Arabia: A Cross-Sectional Study. Healthcare (Basel) 2025; 13:658. [PMID: 40150508 PMCID: PMC11942164 DOI: 10.3390/healthcare13060658] [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: 01/29/2025] [Revised: 03/10/2025] [Accepted: 03/13/2025] [Indexed: 03/29/2025] Open
Abstract
Background: The prevalence of obesity among type 2 diabetic participants is a growing concern globally, including in Abha, Saudi Arabia. This study aimed to investigate the prevalence and its associated risk factors of obesity among type 2 diabetic participants in Abha. Methods: A cross-sectional study targeted 400 type 2 diabetic participants in Abha, Saudi Arabia. A hybrid method (snowball sampling + purposive) techniques were used to obtain an adequate sample size. Data were collected after obtaining telephonic or digital consent; the questionnaire was shared with participants who were able and willing to complete it independently those with type 2 diabetes who wished to participate but were unable to complete the questionnaire on their own. The researcher conducted a telephonic interview and recorded their responses. The questionnaire captured demographic details, Anthropometric history, medical history, lifestyle habits, and type 2 Diabetes (T2DM) specific factors. Data were analyzed using IBM SPSS Statistics for Windows, Version 27.0. Results: The overall prevalence of obesity among the type 2 DM study participants was 46.0%, 115 participants (28.8%) fell into the Obesity Grade I category, 43 (10.8%) as Obesity Grade II, while 26 (6.5%) were classified as Obesity Grade III, the overall median BMI of participants was 29.3 ± 5.88. Significant bio-demographic factors associated with obesity included age, gender, educational level, marital status, and co-morbidities (p < 0.05). Notably, females and older adults exhibited higher obesity rates. Significant lifestyle factors included the frequency and type of physical activity, soft drink consumption, and attempts to control weight. Participants who exercised regularly and avoided soft drinks had lower obesity rates. Multiple logistic regression analysis identified age, gender, co-morbidities, family history of obesity, regular dinner consumption, soft drink consumption, and exercise frequency as significant predictors of obesity (p < 0.05). Conclusions: The study determined a high prevalence of obesity among type 2 diabetic participants in Abha, Saudi Arabia, with significant associations with bio-demographic and lifestyle factors. Interventions targeting weight management, physical activity, dietary habits, and health education are urgently needed to address obesity in this population. Further research is recommended to explore these associations longitudinally and to develop tailored intervention strategies.
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Affiliation(s)
| | - Bayapa Reddy Narapureddy
- Department of Public Health, College of Applied Medical Sciences, Khamis Musait, King Khalid University, Abha 62525, Saudi Arabia
| | - Hamza Radhwan Derkaoui
- Public Health, Population Health Management, Aseer Health Cluster, Ministry of Health, Abha 62312, Saudi Arabia;
| | - Abdulaziz Saud A. Aldayal
- College of Medicine, Shaqra University, Shaqra 11911, Saudi Arabia; (A.S.A.A.); (M.M.H.A.); (F.H.A.A.)
| | | | | | - Shaik Mohammed Asif
- Department of Diagnostic Science & Oral Biology, College of Dentistry, King Khalid University, Abha 61421, Saudi Arabia;
| | - Kandasamy Muthugounder
- Department of Community and Mental Health Nursing, College of Nursing, Khamis Mushait, King Khalid University, Abha 62525, Saudi Arabia;
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Gebre M, Alemayehu Beyene G, Muktar E, Zewdie A, Asfaw A, Wasie Kasahun A, Kemal A, Oumer A. Dietary determinants of overnutrition among hypertensive patients in southwest Ethiopia: an ordinal regression model. Sci Rep 2024; 14:7781. [PMID: 38565589 PMCID: PMC10987611 DOI: 10.1038/s41598-024-57496-y] [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: 12/10/2023] [Accepted: 03/19/2024] [Indexed: 04/04/2024] Open
Abstract
Overnutrition is a recognized risk factor for hypertension, but evidence is lacking among hypertensive patients for tailored dietary interventions. This study assessed dietary factors in 331 hypertensive patients in southwest Ethiopia. The data was collected through a questionnaire and analyzed using factor analysis. Body mass index (BMI) was calculated, and a BMI above 25 kg m-2 was considered overnutrition. An ordinal logistic regression model was used to model the data and control confounders. Adjusted odds ratio and p-values were reported. Among the 331 respondents, consumption of cereals and grains (57.0%); roots and tubers (58.5); and legumes (50.0%), while 28.6% drink alcohol, was common. About 29.0% (24.1-34.2) had overnutrition (22%, 17.6-26.6%, overweight and 7.0%, 4.5-10.3%, obesity). While the predicted odds of overnutrition were higher among males (AOR = 2.85; 1.35-6.02), married (AOR = 1.47; 0.69-3.12), illiterates (AOR = 2.09; 1.18-3.72), advanced age (AOR = 1.65; 0.61-4.61), government employees (AOR = 6.83; 1.19-39.2), and urban dwellers (AOR = 4.06; 1.76-9.36), infrequent vegetable consumption (AOR = 1.47; 0.72-2.96) and lower and higher terciles of cereals and animal-source food consumption (AOR = 1.56; 0.72-3.34). Overnutrition among hypertensive patients was significantly high and associated with unhealthy dietary consumption, educational status, residence, and occupation, emphasizing the need for targeted dietary counseling.
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Affiliation(s)
- Melaku Gebre
- Department of Public Health, College of Medicine and Health Sciences, Wolkite University, Gubre, Ethiopia
| | - Girma Alemayehu Beyene
- Department of Public Health, College of Medicine and Health Sciences, Wolkite University, Gubre, Ethiopia
| | - Ebrahim Muktar
- Department of Public Health, College of Medicine and Health Sciences, Wolkite University, Gubre, Ethiopia
| | - Amare Zewdie
- Department of Public Health, College of Medicine and Health Sciences, Wolkite University, Gubre, Ethiopia
| | - Agize Asfaw
- Department of Public Health, College of Medicine and Health Sciences, Wolkite University, Gubre, Ethiopia
| | - Abebaw Wasie Kasahun
- Department of Public Health, College of Medicine and Health Sciences, Wolkite University, Gubre, Ethiopia
| | - Abdurezak Kemal
- Department of Health, Behavior and Society, Faculty of Public Health, Institute of Health, Jimma University, Jimma, Ethiopia
| | - Abdu Oumer
- School of Public Health, College of Medicine and Health Sciences, Haramaya University, Harar, Ethiopia.
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Ekpor E, Akyirem S, Adade Duodu P. Prevalence and associated factors of overweight and obesity among persons with type 2 diabetes in Africa: a systematic review and meta-analysis. Ann Med 2023; 55:696-713. [PMID: 36821504 PMCID: PMC9970251 DOI: 10.1080/07853890.2023.2182909] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/25/2022] [Accepted: 02/15/2023] [Indexed: 02/24/2023] Open
Abstract
BACKGROUND Type 2 diabetes and obesity are serious public health concerns globally and a growing burden in Africa. Both conditions have serious repercussions on health when they co-occur, yet the extent of their co-occurrence in Africa remains unknown. Therefore, this review aimed to identify the prevalence and associated factors of overweight and obesity among persons with type 2 diabetes in Africa. METHOD A systematic search was conducted on PubMed, MEDLINE, Embase, African Index Medicus (AIM), and African Journals Online (AJOL) for observational studies that reported the prevalence of overweight and/or obesity among type 2 diabetes patients in Africa. The prevalence data from individual studies were aggregated through a random-effects meta-analysis. The I2 statistic was used to evaluate between-studies heterogeneity, while subgroup analysis and mixed-effects meta-regression were performed to identify sources of heterogeneity. We assessed publication bias using funnel plots and Egger's test. This review adhered to the Preferred Reporting Items for Systematic Review and Meta-Analysis (PRISMA) guidelines. RESULTS Of 1753 records retrieved, 80 articles were eligible for this review, with 74 cross-sectional studies included in the meta-analysis. The pooled prevalence of overweight and obesity was 35.6% and 25.6% respectively, while the overall prevalence of both overweight and obesity was 61.4%. Also, the pooled prevalence of both overweight and obesity across the five geographical areas in Africa ranged from 56.9% in East Africa to 88.5% in Southern Africa. Nineteen factors were significantly associated with overweight and obesity among patients with type 2 diabetes. CONCLUSION The high prevalence of overweight and obesity among patients with type 2 diabetes is a significant public health concern that transcends geographical boundaries within Africa. The findings from this review highlight the need for innovative weight management interventions that are tailored to the cultural context of the African setting.KEY MESSAGESThere was a high prevalence of overweight and obesity among the type 2 diabetes patients.Nineteen factors were identified to be significantly associated with overweight and obesity among type 2 diabetes patients.Only 12 out of the 80 included studies primarily focused on the prevalence of overweight and/or obesity which reflects a dearth of interest in this topic.
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Affiliation(s)
- Emmanuel Ekpor
- School of Nursing, University of Ghana, Legon, Ghana
- St. Martins de Porres Hospital, Eikwe, Ghana
| | - Samuel Akyirem
- Yale School of Nursing, Yale University, New Haven, CT, USA
| | - Precious Adade Duodu
- Department of Nursing and Midwifery, School of Human and Health Sciences, University of Huddersfield, England, UK
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Getahun MS, Deybasso HA, Komicha MA, Gurara AM. Magnitude of central obesity and associated factors among adult patients attending public health facilities in Adama town, Oromia region, Ethiopia, 2022. JOURNAL OF HEALTH, POPULATION, AND NUTRITION 2023; 42:57. [PMID: 37330577 PMCID: PMC10276422 DOI: 10.1186/s41043-023-00397-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/30/2022] [Accepted: 06/04/2023] [Indexed: 06/19/2023]
Abstract
BACKGROUND Central obesity is excessive accumulation of fat around the abdomen, which is associated with the risk of coronary heart and cerebrovascular diseases. This study determined the magnitude of central obesity among adult patients using the waist-to-hip ratio, which has a superior capacity to measure the risk of developing non-communicable diseases compared to the body mass index used in previous studies in Ethiopia. METHODS Institutional-based cross-sectional study was conducted among a sample of 480 adults from April 1 to May 30, 2022. A systematic random sampling technique was used to select the study participants. Data were collected by using interviewer-administered structured questionnaires and anthropometric measurements. The data were entered into EPI INFO version 7 and analyzed by Statistical Software for Social Science Version 25. The associations between independent and dependent variables were checked using bivariate and multivariate logistic regression analyses. Adjusted odds ratio and 95% confidence interval were used to measure the strengths of the association. Statistical significance was declared at a P value of less than 0.05. RESULTS The magnitude of central obesity in this study was 40% (51.2% and 27.4% among females and males, respectively (95% CI 36-44%)). Being a female (AOR = 9.5, 95% CI 5.22-17.9), age range 35-44 (AOR = 7.0, 95% CI 2.9-16.7), 45-64 years (AOR = 10.1, 95% CI4.0-15.2), married (AOR = 2.5, 95% CI 1.3-4.7), high monthly income (AOR = 3.3, 95% CI 1.5-7.3), high consumption of milk and milk products (AOR = 0.3, 95% CI 0.1-0.6), family history of obesity (AOR = 1.8, 95% CI 1.1-3.2) were significantly associated with central obesity among the study participants. CONCLUSION The magnitude of central obesity was higher in the study area. Sex, age, marital status, monthly income, consumption of milk and milk products, and family history of obesity were independent determinants of central obesity. Therefore, it is important to raise awareness about central obesity through behavior change communication that targets the high-risk population.
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Affiliation(s)
| | - Haji Aman Deybasso
- Public Health Department, Adama Hospital Medical College, Adama, Ethiopia.
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Fredericks KJ, Naidoo M. Quality of care of patients with type 2 diabetes mellitus at a public sector district hospital. S Afr Fam Pract (2004) 2023; 65:e1-e9. [PMID: 37427776 DOI: 10.4102/safp.v65i1.5713] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2023] [Revised: 04/05/2023] [Accepted: 04/06/2023] [Indexed: 07/11/2023] Open
Abstract
BACKGROUND Globally, diabetes mellitus (DM) remains one of the leading causes of mortality, with approximately 2 million deaths in 2019, the condition also contributes significantly to adverse health conditions and costs. The study aimed to describe the quality of care (QOC) rendered to patients with type 2 DM (T2DM) seeking care at Wentworth Hospital (WWH), a district hospital in KwaZulu-Natal province, South Africa. METHODS A descriptive cross-sectional design was used, and all patients living with T2DM on treatment who had accessed care for at least 1 year were included. Data were collected through structured exit interviews, and their clinical data were extracted from their medical records. Their knowledge, attitudes and practices were assessed using a 5-point Likert scale. RESULTS The mean age (standard deviation [s.d.]) was 59 (13.0) years and most (65.3%) were female, of African (30.0%) and Indian (38.6%) descent, with two-thirds (69.4%) obtaining a secondary school education. Their mean glycated haemoglobin (HbA1c) (s.d.) was 8.6 (2.4%). Over 82% had one or more comorbidity, while 30% had at least one DM-related complication. Generally, participants were pleased with the care received, but their knowledge and practices related to their T2DM was suboptimal. CONCLUSION This study indicates that the QOC was suboptimal due to poor efficacy indicators, poor knowledge and lack of adequate lifestyle measures, despite the frequency of medical practitioner reviews.Contributions: This study identified gaps in QOC and will aid South African public sector policy-makers in devising quality improvement initiatives.
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Affiliation(s)
- Kelly J Fredericks
- Department of Family Medicine, School of Nursing and Public Health, University of KwaZulu-Natal, Durban.
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Gelan Z, Tafese Z, Yilma E, Kawser M. Nutritional status and its associated factors among commercial female sex workers in Hawassa city, south Ethiopia. PeerJ 2023; 11:e15237. [PMID: 37138815 PMCID: PMC10150714 DOI: 10.7717/peerj.15237] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Accepted: 03/28/2023] [Indexed: 05/05/2023] Open
Abstract
Background Commercial female sex workers (CFSWs) regularly or occasionally trade sex for money. Sex work is widespread, mainly in urban areas of Ethiopia. The study on the nutritional status of CFSWs is unavailable in Ethiopia, and data are also scanty at the global level. This study aims to assess nutritional status and associated factors among CFSWs in Hawassa city, Ethiopia. Methods This cross-sectional study used facility-based mixed data collection methods (qualitative and quantitative). The study was conducted in three key population clinics in Hawassa city. A total of 297 CFSWs were randomly selected for the 'quantitative survey,' and twelve (n = 12) purposively selected participants were involved in the 'qualitative study.' Body mass index/BMI (Kg/m2) was used in assessing the nutritional status of CFSWs. Statistical software packages were used for analyzing both quantitative and qualitative data. Significant variables (P<0.05) in bivariate analysis (Chi-square test) were incorporated in the multivariable analyses. Multinomial logistic regression (MNLR) was employed where dependable variable like 'normal BMI' (18.5-24.9 kg/m2) was set as a reference category and simultaneously compared with 'underweight' (<18.5 BMI) and 'overweight/obesity' (≥ 25 BMI) categories. Thus, two models, namely the underweight model (model-1: Underweight versus normal BMI) and the overweight/obesity model (model-2: overweight/obesity versus normal), were generated. Results The prevalence of underweight and overweight/obesity among CFSWs in Hawassa city were respectively 14.1% and 16.8%. Living alone (Adjusted odds ratio/AOR = 0.18), chewed Khat regularly (AOR = 0.23), used drugs regularly (AOR = 10.57), used drugs in exchange of sex (AOR = 4.97), and HIV positive status (AOR = 21.64) were significantly (P < 0.05) associated with underweight (model-1). In the overweight/obesity model-2, having jobs other than sex work (AOR = 0.11), higher daily mean income (AOR = 3.02), being hotel/home-based CFSWs (AOR = 12.35), and presence of any chronic illness (AOR = 5.15) were significant (P < 0.05) predictors of overweight/obesity. From the 'qualitative part' of this study, it was also revealed that 'lack of food and money' was the main influencing factor among CFSWs to enter into the sex business. Conclusions Commercial female sex workers in this study faced a double burden of malnutrition. Multiple factors influenced their nutritional status. Substance abuse and HIV-positivity are the most significant predictors of being underweight and having higher income, being hotel/home-based CFSWs, and suffering from any chronic illness are associated with overweight/obesity. Government and other partners should be essential in providing comprehensive programs focusing on sexual, reproductive health, and nutrition education. Steps should be taken to improve their socioeconomic status and strengthen those good initiatives at key population clinics and other health facilities.
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Affiliation(s)
- Zegeye Gelan
- School of Nutrition, Food Science and Technology, College of Agriculture, Hawassa University, Hawassa, Sidama, Ethiopia
| | - Zelalem Tafese
- School of Nutrition, Food Science and Technology, College of Agriculture, Hawassa University, Hawassa, Sidama, Ethiopia
| | - Eskinder Yilma
- School of Public Health, College of Health Science and Medicine, Wolaita Sodo University, Wolaita Sodo, SNNPR, Ethiopia
| | - Mahbuba Kawser
- Institute of Nutrition and Food Science, University of Dhaka, Dhaka, Bangladesh
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Islam MM, Rahman MJ, Menhazul Abedin M, Ahammed B, Ali M, Ahmed NF, Maniruzzaman M. Identification of the risk factors of type 2 diabetes and its prediction using machine learning techniques. Health Syst (Basingstoke) 2022; 12:243-254. [PMID: 37234468 PMCID: PMC10208154 DOI: 10.1080/20476965.2022.2141141] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2020] [Accepted: 10/20/2022] [Indexed: 11/07/2022] Open
Abstract
This study identified the risk factors for type 2 diabetes (T2D) and proposed a machine learning (ML) technique for predicting T2D. The risk factors for T2D were identified by multiple logistic regression (MLR) using p-value (p<0.05). Then, five ML-based techniques, including logistic regression, naïve Bayes, J48, multilayer perceptron, and random forest (RF) were employed to predict T2D. This study utilized two publicly available datasets, derived from the National Health and Nutrition Examination Survey, 2009-2010 and 2011-2012. About 4922 respondents with 387 T2D patients were included in 2009-2010 dataset, whereas 4936 respondents with 373 T2D patients were included in 2011-2012. This study identified six risk factors (age, education, marital status, SBP, smoking, and BMI) for 2009-2010 and nine risk factors (age, race, marital status, SBP, DBP, direct cholesterol, physical activity, smoking, and BMI) for 2011-2012. RF-based classifier obtained 95.9% accuracy, 95.7% sensitivity, 95.3% F-measure, and 0.946 area under the curve.
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Affiliation(s)
- Md. Merajul Islam
- Department of Statistics, University of Rajshahi, Rajshahi, Bangladesh
- Department of Statistics, Jatiya Kabi Kazi Nazrul Islam University, Mymensingh, Bangladesh
| | | | | | - Benojir Ahammed
- Statistics Discipline, Khulna University, Khulna, Bangladesh
| | - Mohammad Ali
- Statistics Discipline, Khulna University, Khulna, Bangladesh
| | - N.A.M Faisal Ahmed
- Institute of Education and Research, University of Rajshahi, Rajshahi, Bangladesh
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Bizuayehu T, Menjetta T, Mohammed M. Obesity among type 2 diabetes mellitus at Sidama Region, Southern Ethiopia. PLoS One 2022; 17:e0266716. [PMID: 35421153 PMCID: PMC9009681 DOI: 10.1371/journal.pone.0266716] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2021] [Accepted: 03/25/2022] [Indexed: 11/21/2022] Open
Abstract
Background Type 2 diabetes is becoming highly prevalent worldwide and it is one of the leading causes of mortality. The cause of mortality among these patients is mostly related to the dominant presence of modifiable cardiovascular risk factors such as obesity. The aim of the current study is therefore to determine the prevalence of obesity and its associated factors among patients with type 2 diabetes mellitus at Sidama region, Ethiopia. Method Institution-based cross-sectional study design was implemented to determine the prevalence of obesity and its associated factor among patients with type two diabetes at Hawassa University Comprehensive Specialized Hospital and Yirgalem General Hospital from October 16 2018 to December 21, 2018. A simple random sampling technique was implemented to select 314 study participants. After obtaining consent, different patients’ related data were collected using a questionnaire. Patients’ records were also reviewed. 4ml of the blood sample was collected from each study participant and analyzed for lipid profile test. Blood glucose level was done using COBAS INTEGRA 6000. A binary logistic regression was used to assess factors that have an association with obesity. A P-value of <0.05 was considered statistically significant. Result The majority of the study participants (67.2%) were male and 61.8% of the study participants were aged >45years. The overall prevalence of overweight and obesity among the study participants was 36.3% and 18.8% respectively. About 41% of the study participants have a normal BMI. Females were more obese (28.2% Vs 14.2%) than males and BMI stratification by sex was statistically significant (P = 0.02). Sex (AOR = 3.0, CI = 1.6–5.7, P-Value = 0.001) and TG (AOR = 3.6, CI = 1.6–8.3, P-Value = 0.003) are factors that were independently associated with obesity among type 2 DM patients. Conclusion Overweight and obesity among type two diabetic patients were prevalent. In addition, obesity and overweight disorder are common among T2DM and gender and triglycerides levels were associated with obesity.
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Affiliation(s)
- Temesgen Bizuayehu
- School of Medical Laboratory Science, College of Medicine and Health Sciences, Hawassa University, Hawassa, Ethiopia
| | - Tadesse Menjetta
- School of Medical Laboratory Science, College of Medicine and Health Sciences, Hawassa University, Hawassa, Ethiopia
- * E-mail:
| | - Metsihet Mohammed
- Department of Laboratory, Hawassa University Comprehensive Specialized Hospital, Hawassa, Ethiopia
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Bounihi A, Saidi H, Bouazza A, Benbaibeche H, Azzouz M, Koceir EA. Dietary Diversity as a Risk Factor for Obesity in Algerian Patients with Type 2 Diabetes Mellitus. Healthcare (Basel) 2021; 9:1229. [PMID: 34575003 PMCID: PMC8468535 DOI: 10.3390/healthcare9091229] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2021] [Revised: 09/11/2021] [Accepted: 09/15/2021] [Indexed: 11/17/2022] Open
Abstract
Although the incidence of "diabesity" (coexistence of type 2 diabetes and obesity) is alarmingly increasing in Algeria, the diet-diabesity link has not been well defined. This study aimed to explore the association between dietary diversity score (DDS) and obesity among Algerian type 2 diabetic patients. It was a cross-sectional observational study involving 390 type 2 diabetic patients. Anthropometric data were gathered, and dietary intake information was obtained through a 24-h dietary recall method, which was used to calculate DDS. Potential confounders such as age, sex, smoking, physical activity and energy intake were controlled for using multivariate logistic regression. A total of 160 patients (41.3%) were classified as obese. As expected, obese patients had a higher body mass index, waist circumference, hip circumference, body fat and fat mass index. Furthermore, obese patients more frequently met carbohydrate recommendations and had a higher intake of meat and protein. Female sex, hypertension, low physical activity and high meat and protein intake were positively associated with diabesity. Additionally, higher DDS was positively associated with diabesity after adjusting for confounders. Thus, a more diversified diet may be a risk factor for obesity among Algerian type 2 diabetic patients.
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Affiliation(s)
- Abdenour Bounihi
- Laboratory of Alimentation, Transformation, Contrôle et Valorisation des Agro-ressources, Ecole Supérieure des Sciences de l’Aliment et des Industries Agroalimentaires (ESSAIA), Algiers 16004, Algeria
| | - Hamza Saidi
- Bioenergetics and Intermediary Metabolism Team, Laboratory of Biology and Physiology of Organisms, Faculty of Biological Sciences, University of Sciences and Technology HOUARI BOUMEDIENE (USTHB), Algiers 16111, Algeria; (H.S.); (A.B.); (H.B.); (E.A.K.)
| | - Asma Bouazza
- Bioenergetics and Intermediary Metabolism Team, Laboratory of Biology and Physiology of Organisms, Faculty of Biological Sciences, University of Sciences and Technology HOUARI BOUMEDIENE (USTHB), Algiers 16111, Algeria; (H.S.); (A.B.); (H.B.); (E.A.K.)
| | - Hassiba Benbaibeche
- Bioenergetics and Intermediary Metabolism Team, Laboratory of Biology and Physiology of Organisms, Faculty of Biological Sciences, University of Sciences and Technology HOUARI BOUMEDIENE (USTHB), Algiers 16111, Algeria; (H.S.); (A.B.); (H.B.); (E.A.K.)
- Department of Nature and Life Sciences, Faculty of Sciences, University of Algiers, Algiers 16000, Algeria
| | - Malha Azzouz
- Department of Medicine, Faculty of Medicine, University of Algiers, Algiers 16000, Algeria;
- EPH Bologhine Ibn Ziri, Algiers 16090, Algeria
| | - Elhadj Ahmed Koceir
- Bioenergetics and Intermediary Metabolism Team, Laboratory of Biology and Physiology of Organisms, Faculty of Biological Sciences, University of Sciences and Technology HOUARI BOUMEDIENE (USTHB), Algiers 16111, Algeria; (H.S.); (A.B.); (H.B.); (E.A.K.)
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Lim SY, Lee KW, Seow WL, Mohamed NA, Devaraj NK, Amin-Nordin S. Effectiveness of Integrated Technology Apps for Supporting Healthy Food Purchasing and Consumption: A Systematic Review. Foods 2021; 10:1861. [PMID: 34441638 PMCID: PMC8392602 DOI: 10.3390/foods10081861] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2021] [Revised: 07/01/2021] [Accepted: 07/07/2021] [Indexed: 11/16/2022] Open
Abstract
A healthy diet is essential for good health and nutrition, though literature showed that there are various factors affecting the intention to purchase and consume healthy food. Technology integration is known to be useful in various aspects, but findings from studies on the efficacy of technology integration to improve healthy food consumption and purchase have largely been inconsistent. Therefore, we aimed to examine the efficacy of interventions that use technology apps to improve healthy food purchasing and consumption in adults. Relevant studies were identified through PubMed, Scopus, CINAHL, SportDiscuss and ACM Digital Library. Twenty studies were included in the systematic review. The majority of studies (n = 18) used a smartphone in the intervention, and only two studies used a personal digital assistant. The results showed that technology integration-based intervention favoured healthy changes in household food purchases, and increased consumption of healthy food and healthy eating outcomes - albeit to different extents. Overall, technology apps are convenient and user-friendly tools to encourage a change in healthy food purchase and consumption among people.
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Affiliation(s)
- Sook Yee Lim
- Department of Medical Microbiology, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, Serdang 43400, Selangor, Malaysia; (S.Y.L.); (W.-L.S.)
- Faculty of Applied Sciences, UCSI University, Cheras 56000, Wilayah Persekutuan Kuala Lumpur, Malaysia
| | - Kai Wei Lee
- Department of Pre-Clinical Sciences, Faculty of Medicine and Health Sciences, Universiti Tunku Abdul Rahman, Kajang 43000, Selangor, Malaysia;
| | - Wen-Li Seow
- Department of Medical Microbiology, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, Serdang 43400, Selangor, Malaysia; (S.Y.L.); (W.-L.S.)
| | - Nurul Azmawati Mohamed
- Department of Basic Medical Sciences 2, Faculty of Medicine and Health Sciences, Universiti Sains Islam Malaysia, Persiaran Ilmu, Bandar Baru Nilai, Nilai 71800, Negeri Sembilan, Malaysia;
| | - Navin Kumar Devaraj
- Department of Family Medicine, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, Serdang 43400, Selangor, Malaysia;
| | - Syafinaz Amin-Nordin
- Department of Medical Microbiology, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, Serdang 43400, Selangor, Malaysia; (S.Y.L.); (W.-L.S.)
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