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Xu M, Wei H, Lv D, Wei Y, Liu Z, Zhang Y, Liu Y. Trends and future predictions of chronic kidney disease due to diabetes mellitus type 2 attributable to dietary risks: insights based on GBD 2021 data. Front Nutr 2025; 11:1494383. [PMID: 39872139 PMCID: PMC11769828 DOI: 10.3389/fnut.2024.1494383] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2024] [Accepted: 12/30/2024] [Indexed: 01/29/2025] Open
Abstract
Background The 2021 Global Burden of Disease (GBD) study shows a continuous increase in the burden of chronic kidney disease due to diabetes mellitus type 2 (CKD-T2DM) from 1990 to 2021. This study examines the influence of dietary risk factors across various populations and socioeconomic groups. Methods Utilizing the 2021 GBD data, we analyzed age-standardized CKD-T2DM metrics-including mortality, disability-adjusted life years (DALY), and age-standardized rates (ASR)-stratified by age, gender, and region. The study employs estimated annual percentage changes (EAPC) to monitor temporal trends and project future trends from 2022 to 2035 using bayesian age-period-cohort (BAPC) analysis. Results The results indicate that, in 2021, 20.55% of CKD-T2DM mortality and 23.21% of CKD-T2DM DALY were attributed to poor diets, especially those low in fruits and high in red and high processed meat. Throughout this period, both mortality and DALY rates associated with dietary risks increased significantly, with the most rapid increase in diet high in sugar-sweetened beverages, highlighting the considerable impact of dietary factors on the global CKD-T2DM landscape. Geographic disparities in T2DM trends are evident, with the most significant increases in age-standardized mortality rates (ASMR) and age-standardized DALY rates (ASDR) observed in regions such as high-income North America and Central Latin America. Socio-demographic index (SDI) is negatively correlated with the CKD-T2DM burden attributable to dietary risk factors. Conclusion Public health interventions that target dietary changes can significantly reduce the global burden of CKD-T2DM.
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Affiliation(s)
- Ming Xu
- Department of Endocrinology, First Hospital of Shanxi Medical University, Taiyuan, China
- The First Clinical Medical College, Shanxi Medical University, Taiyuan, China
| | - Hongxia Wei
- Department of Endocrinology, First Hospital of Shanxi Medical University, Taiyuan, China
- The First Clinical Medical College, Shanxi Medical University, Taiyuan, China
| | - Dongqing Lv
- Department of Endocrinology, First Hospital of Shanxi Medical University, Taiyuan, China
- The First Clinical Medical College, Shanxi Medical University, Taiyuan, China
| | - Yanhong Wei
- Department of Endocrinology, First Hospital of Shanxi Medical University, Taiyuan, China
- The First Clinical Medical College, Shanxi Medical University, Taiyuan, China
| | - Ziang Liu
- Department of Pharmacology, School of Basic Medicine, Shanxi Medical University, Taiyuan, China
- Medicinal Basic Research Innovation Center of Chronic Kidney Disease, Ministry of Education, Shanxi Medical University, Taiyuan, China
| | - Yi Zhang
- Department of Pharmacology, School of Basic Medicine, Shanxi Medical University, Taiyuan, China
- Medicinal Basic Research Innovation Center of Chronic Kidney Disease, Ministry of Education, Shanxi Medical University, Taiyuan, China
| | - Yunfeng Liu
- Department of Endocrinology, First Hospital of Shanxi Medical University, Taiyuan, China
- The First Clinical Medical College, Shanxi Medical University, Taiyuan, China
- Department of Pharmacology, School of Basic Medicine, Shanxi Medical University, Taiyuan, China
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Zhong F, Chen X, Li J. The burden of type 2 diabetes attributable to dietary risks in China: Insights from the global burden of disease study 2021. Public Health 2024; 237:122-129. [PMID: 39368403 DOI: 10.1016/j.puhe.2024.09.026] [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: 06/23/2024] [Revised: 09/25/2024] [Accepted: 09/30/2024] [Indexed: 10/07/2024]
Abstract
OBJECTIVES This study aims to comprehensively assess how dietary risk factors have influenced the prevalence of Type 2 Diabetes Mellitus (T2DM) in China from 1990 to 2021. The study seeks to provide robust data and scientific evidence essential for formulating effective preventive and control strategies to combat T2DM in China. STUDY DESIGN This cross-sectional study conducted secondary analyses using data from the Global Burden of Disease 2021 (GBD 2021) to assess the burden of T2DM in China attributable to dietary risks. METHODS The study analyzed age-adjusted metrics related to T2DM, including death counts, Disability-Adjusted Life Years (DALYs), and Age-Standardized Rates (ASRs), using GBD 2021 data, stratified by age and sex. Additionally, Estimated Annual Percentage Changes (EAPCs) were employed to track trends over time. RESULTS In 2021, the results show that 21.43 % of T2DM-related deaths and 23.51 % of DALYs were attributable to dietary risk factors, notably a diet low in whole grains and high in red and processed meats. Over the period from 1990 to 2021, there has been an increasing trend in the EAPCs of death rates and DALYs associated with dietary risks in China, suggesting a substantial impact of dietary factors on the burden of T2DM in the country. CONCLUSION This study highlights the urgent need for targeted public health interventions to promote dietary changes and reduce the burden of T2DM in China.
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Affiliation(s)
- Feifei Zhong
- School of Public Health and Healthcare Management, Gannan Medical University, Ganzhou, Jiangxi, 341000, China.
| | - Xiaochen Chen
- School of Public Health and Healthcare Management, Gannan Medical University, Ganzhou, Jiangxi, 341000, China.
| | - Juan Li
- School of Public Health and Healthcare Management, Gannan Medical University, Ganzhou, Jiangxi, 341000, China.
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Wang F. Causes and Preventive Measures of Sports Injuries in Physical Fitness Tests in Colleges and Universities Based on Biological Characteristics. JOURNAL OF HEALTHCARE ENGINEERING 2021; 2021:2280205. [PMID: 34804447 PMCID: PMC8601814 DOI: 10.1155/2021/2280205] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/10/2021] [Revised: 07/14/2021] [Accepted: 10/22/2021] [Indexed: 11/30/2022]
Abstract
Biological characteristics refer to the morphological and physiological characteristics exhibited by individual organisms. The indicators of individual biological characteristics mainly include physical indicators such as height, weight, chest circumference, and health-related physical indicators such as blood pressure, grip strength, and vital capacity. This article mainly introduces the cause analysis and preventive measures of a physical fitness test in colleges and universities based on biological characteristics and intends to provide ideas and directions for the cause analysis and preventive measures of a physical fitness test in colleges and universities. This paper proposes a research method for the cause analysis and preventive measures of sports injuries in college physical fitness tests based on biological characteristics. Research experiments on the cause analysis and preventive measures of sports injuries in the physical fitness test of colleges and universities. The experimental results in this paper show that the most frequent cause of sports injuries among boys is lack of self-protection awareness, with a probability of 24.24%; among girls, the most frequent cause of sports injuries is insufficient flexibility, with a probability of 22.86%.
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Affiliation(s)
- Feng Wang
- School of Physical Education, Wuhan Business University, Wuhan 430056, Hubei, China
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Seng JJB, Monteiro AY, Kwan YH, Zainudin SB, Tan CS, Thumboo J, Low LL. Population segmentation of type 2 diabetes mellitus patients and its clinical applications - a scoping review. BMC Med Res Methodol 2021; 21:49. [PMID: 33706717 PMCID: PMC7953703 DOI: 10.1186/s12874-021-01209-w] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2020] [Accepted: 01/13/2021] [Indexed: 12/25/2022] Open
Abstract
BACKGROUND Population segmentation permits the division of a heterogeneous population into relatively homogenous subgroups. This scoping review aims to summarize the clinical applications of data driven and expert driven population segmentation among Type 2 diabetes mellitus (T2DM) patients. METHODS The literature search was conducted in Medline®, Embase®, Scopus® and PsycInfo®. Articles which utilized expert-based or data-driven population segmentation methodologies for evaluation of outcomes among T2DM patients were included. Population segmentation variables were grouped into five domains (socio-demographic, diabetes related, non-diabetes medical related, psychiatric / psychological and health system related variables). A framework for PopulAtion Segmentation Study design for T2DM patients (PASS-T2DM) was proposed. RESULTS Of 155,124 articles screened, 148 articles were included. Expert driven population segmentation approach was most commonly used, of which judgemental splitting was the main strategy employed (n = 111, 75.0%). Cluster based analyses (n = 37, 25.0%) was the main data driven population segmentation strategies utilized. Socio-demographic (n = 66, 44.6%), diabetes related (n = 54, 36.5%) and non-diabetes medical related (n = 18, 12.2%) were the most used domains. Specifically, patients' race, age, Hba1c related parameters and depression / anxiety related variables were most frequently used. Health grouping/profiling (n = 71, 48%), assessment of diabetes related complications (n = 57, 38.5%) and non-diabetes metabolic derangements (n = 42, 28.4%) were the most frequent population segmentation objectives of the studies. CONCLUSIONS Population segmentation has a wide range of clinical applications for evaluating clinical outcomes among T2DM patients. More studies are required to identify the optimal set of population segmentation framework for T2DM patients.
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Affiliation(s)
- Jun Jie Benjamin Seng
- Duke-NUS Medical School, 8 College Road, Singapore, 169857 Singapore
- SingHealth Regional Health System PULSES Centre, Singapore Health Services, Outram Rd, Singapore, 169608 Singapore
| | | | - Yu Heng Kwan
- SingHealth Regional Health System PULSES Centre, Singapore Health Services, Outram Rd, Singapore, 169608 Singapore
- Program in Health Services and Systems Research, Duke-NUS Medical School, 8 College Road, Singapore, 169857 Singapore
- Department of Pharmacy, Faculty of Science, National University of Singapore, Singapore, Singapore
| | - Sueziani Binte Zainudin
- Department of General Medicine (Endocrinology), Sengkang General Hospital, Singapore, Singapore
| | - Chuen Seng Tan
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore, Republic of Singapore
| | - Julian Thumboo
- SingHealth Regional Health System PULSES Centre, Singapore Health Services, Outram Rd, Singapore, 169608 Singapore
- Department of Rheumatology and Immunology, Singapore General Hospital, Singapore, Singapore
- SingHealth Regional Health System, Singapore Health Services, Singapore, Singapore
| | - Lian Leng Low
- SingHealth Regional Health System PULSES Centre, Singapore Health Services, Outram Rd, Singapore, 169608 Singapore
- SingHealth Regional Health System, Singapore Health Services, Singapore, Singapore
- Department of Family Medicine and Continuing Care, Singapore General Hospital, Outram Road, Singapore, 169608 Singapore
- SingHealth Duke-NUS Family Medicine Academic Clinical Program, Singapore, Singapore
- Outram Community Hospital, SingHealth Community Hospitals, 10 Hospital Boulevard, Singapore, 168582 Singapore
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Sex Differences in Age-Associated Type 2 Diabetes in Rats-Role of Estrogens and Oxidative Stress. OXIDATIVE MEDICINE AND CELLULAR LONGEVITY 2019; 2019:6734836. [PMID: 31089412 PMCID: PMC6476064 DOI: 10.1155/2019/6734836] [Citation(s) in RCA: 54] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/06/2018] [Revised: 12/14/2018] [Accepted: 02/13/2019] [Indexed: 12/27/2022]
Abstract
Females live longer than males, and the estrogens are one of the reasons for this difference. We reported some years ago that estrogens are able to protect rats against oxidative stress, by inducing antioxidant genes. Type 2 diabetes is an age-associated disease in which oxidative stress is involved, and moreover, some studies show that the prevalence is higher in men than in women, and therefore there are sex-associated differences. Thus, the aim of this study was to evaluate the role of estrogens in protecting against oxidative stress in type 2 diabetic males and females. For this purpose, we used Goto-Kakizaki rats, which develop type 2 diabetes with age. We found that female diabetic rats showed lower glycaemia levels with age than did diabetic males and that estrogens enhanced insulin sensitivity in diabetic females. Moreover, glucose uptake, measured by positron emission tomography, was higher in the female brain, cerebellum, and heart than in those from male diabetic rats. There were also sex-associated differences in the plasma metabolic profile as determined by metabolomics. The metabolic profile was similar between estrogen-replaced and control diabetic rats and different from ovariectomized diabetic rats. Oxidative stress is involved in these differences. We showed that hepatic mitochondria from females produced less hydrogen peroxide levels and exhibited lower xanthine oxidase activity. We also found that hepatic mitochondrial glutathione oxidation and lipid oxidation levels were lower in diabetic females when compared with diabetic males. Ovariectomy induced oxidative stress, and estrogen replacement therapy prevented it. These findings provide evidence for estrogen beneficial effects in type 2 diabetes and should be considered when prescribing estrogen replacement therapy to menopausal women.
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Barreira E, Novo A, Vaz JA, Pereira AMG. Dietary program and physical activity impact on biochemical markers in patients with type 2 diabetes: A systematic review. Aten Primaria 2018; 50:590-610. [PMID: 29061310 PMCID: PMC6836882 DOI: 10.1016/j.aprim.2017.06.012] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2017] [Revised: 05/26/2017] [Accepted: 06/13/2017] [Indexed: 02/07/2023] Open
Abstract
OBJECTIVES Evaluate the effectiveness of the implementation of independently or combined dietary and physical activity programs on the blood glucose values and lipid profile in patients with type 2 diabetes, including participants aged 60 years and over. DESIGN Systematic review. DATA SOURCE PubMed/Medline database, with language restrictions. Papers published between 2010 and 2016 were included. STUDY SELECTION A total of 30 randomised controlled trials were included that focused on physical activity and dietary interventions in patients with type 2 diabetes mellitus and include participants aged 60 years and over. RESULTS The selected articles have shown that the implementation of physical activity programs (aerobic, resistance, flexibility and combined exercises), and programs based on a higher intake of vegetables, grains, legumes, fruits, unsaturated fatty acids, as well as consumption of foods with low glycaemic index, calorie restriction, intake of probiotics, vitamin D supplementation and educational sessions about diabetes improves blood glucose levels, as well as the lipid profile, in patients with type 2 diabetes. CONCLUSIONS Physical activity and dietary programs are fundamental in the treatment and metabolic control of type 2 diabetes mellitus.
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Affiliation(s)
- Eduarda Barreira
- Health School, Polytechnic Institute of Bragança, Bragança, Portugal.
| | - André Novo
- Health School, Polytechnic Institute of Bragança, Bragança, Portugal; CINTESIS-Research Center on Health Technologies and Services, Porto, Portugal
| | - Josiana A Vaz
- Health School, Polytechnic Institute of Bragança, Bragança, Portugal; CIMO-Mountain Research Centre, Polytechnic Institute of Bragança, Campus de Santa Apolónia, Bragança, Portugal
| | - Ana M G Pereira
- Health School, Polytechnic Institute of Bragança, Bragança, Portugal
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Statins protect diabetic myocardial microvascular endothelial cells from injury. Int J Diabetes Dev Ctries 2018. [DOI: 10.1007/s13410-018-0646-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/14/2022] Open
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Watanabe K, Okuro M, Okuno T, Iritani O, Yano H, Himeno T, Morita T, Igarashi Y, Nakahashi T, Morimoto S. Comorbidity of chronic kidney disease, diabetes and lower glycated hemoglobin predicts support/care-need certification in community-dwelling older adults. Geriatr Gerontol Int 2017; 18:521-529. [PMID: 29239071 DOI: 10.1111/ggi.13211] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Revised: 09/19/2017] [Accepted: 10/09/2017] [Indexed: 11/29/2022]
Abstract
AIM Chronic kidney disease (CKD), diabetes and lower glycated hemoglobin (HbA1c ) range in diabetes patients are associated with higher mortality. We investigated whether these conditions were associated with the risk of loss of independence in community-dwelling older adults. METHODS We analyzed 1078 older adults with no history of support/care-need certification in Long-Term Care Insurance aged 65-94 years. Associations of baseline CKD, diabetes, and lower HbA1c range of <6.0% in the diabetes patients, at baseline health checkup with risk of later certification and/or death for 5 years were estimated using the Cox proportional hazards regression model. RESULTS The prevalence of both CKD and diabetes in the total population increased with age, due to a net increase in the coexistence of CKD and diabetes. The prevalence of the lower HbA1c range also increased with age in participants with the coexistence. During 5 years, 135 certifications and 53 deaths occurred. After adjustment, patients with comorbidity of the triad of CKD, diabetes and the lower HbA1c range had significantly higher hazard ratios (HR) for certification (HR 3.52, 95% confidence interval [CI] 1.91-6.48, P < 0.001) and for death (HR 3.79, 95% CI 1.46-9.85, P = 0.006) compared with those without CKD and diabetes. The harmful impact of the lower HbA1c range on later certification compared with higher HbA1c range of ≥6.0% was maintained in diabetes patients with use of antidiabetic agents and CKD (HR 2.40, 95% CI 1.06-6.45, P = 0.036). CONCLUSIONS Excessive HbA1c reduction might cause discontinuance of disability-free survival in community-dwelling older diabetes patients with CKD. Geriatr Gerontol Int 2018; 18: 521-529.
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Affiliation(s)
- Keisuke Watanabe
- Department of Geriatric Medicine, Kanazawa Medical University, Ishikawa, Japan
| | - Masashi Okuro
- Department of Geriatric Medicine, Kanazawa Medical University, Ishikawa, Japan
| | - Tazuo Okuno
- Department of Geriatric Medicine, Kanazawa Medical University, Ishikawa, Japan
| | - Osamu Iritani
- Department of Geriatric Medicine, Kanazawa Medical University, Ishikawa, Japan
| | - Hiroshi Yano
- Department of Geriatric Medicine, Kanazawa Medical University, Ishikawa, Japan
| | - Taroh Himeno
- Department of Geriatric Medicine, Kanazawa Medical University, Ishikawa, Japan
| | - Takuro Morita
- Department of Geriatric Medicine, Kanazawa Medical University, Ishikawa, Japan
| | - Yuta Igarashi
- Department of Geriatric Medicine, Kanazawa Medical University, Ishikawa, Japan
| | - Takeshi Nakahashi
- Department of Geriatric Medicine, Kanazawa Medical University, Ishikawa, Japan
| | - Shigeto Morimoto
- Department of Geriatric Medicine, Kanazawa Medical University, Ishikawa, Japan
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