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Goswami P, Anand A. Impact of diabetes on healthcare utilization and expenditure among older adults in India. J Diabetes Metab Disord 2024; 23:593-601. [PMID: 38932864 PMCID: PMC11196526 DOI: 10.1007/s40200-023-01319-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/29/2023] [Accepted: 09/18/2023] [Indexed: 06/28/2024]
Abstract
Background and aims The present study aims to investigate the disparities in healthcare utilization and healthcare burden among individuals with and without diabetes. The prevalence of diabetes is more pronounced among older adults, which can detrimentally influence their health and quality of life while also restricting their capacity to self-manage and giving rise to competing healthcare demands. Thus, it is crucial to understand the implications of diabetes on healthcare demands and expenditures to mitigate its detrimental consequences. Methods Data was used from the initial round of the Longitudinal Aging Study in India (LASI), conducted in 2017-18. The analytical sample included 65,562 individuals aged 45 or above, and 8429 individuals were identified as having diabetes. The primary outcome variable was the out-of-pocket expenditure (OOPE) in the most recent hospitalization. Descriptive statistics and logistic regression are used to find the trend in the prevalence of morbidities both in diabetic and nondiabetic groups. Additionally, quantile regression was used to study the association between the presence of diabetes and the risk of excess healthcare expenditure calculated through out-of-pocket expenditure for hospitalization and expenditure on medicines. Results 16% of people with diabetes were hospitalized in the past year, compared to 9% without diabetes. The mean hospitalization length for diabetics was 13.6 days, compared to 6.5 for nondiabetics. Diabetes is significantly associated with higher OOPE for hospitalization across all quintiles, and its effect on hospitalization is weakest in the highest quintile. Having diabetes is also found to be significantly associated with the expenditure on medicines across all quintiles. Conclusion The study highlights the need for diabetes awareness programs and interventions integrated into national health policies. The quantile regression model provides crucial insights into the association between diabetes and OOPE for hospitalization and medicine The increase of OOPE for hospitalisation and medicine due to the presence of diabetes emphasizes the need to address the financial burden faced by people with diabetes, highlighting the urgency of prioritizing measures to improve access to affordable care. Supplementary Information The online version contains supplementary material available at 10.1007/s40200-023-01319-w.
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Affiliation(s)
- Puja Goswami
- International Institute for Population Sciences, Govandi Station Road, Deonar, Mumbai, 400088 India
| | - Abhishek Anand
- International Institute for Population Sciences, Govandi Station Road, Deonar, Mumbai, 400088 India
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Priyadarshini A, Madan R, Das S. Genetics and epigenetics of diabetes and its complications in India. Hum Genet 2024; 143:1-17. [PMID: 37999799 DOI: 10.1007/s00439-023-02616-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2023] [Accepted: 10/17/2023] [Indexed: 11/25/2023]
Abstract
Diabetes mellitus (DM) has become a significant health concern with an increasing rate of morbidity and mortality worldwide. India ranks second in the number of diabetes cases in the world. The increasing burden of DM can be explained by genetic predisposition of Indians to type 2 diabetes mellitus (T2DM) coupled with rapid urbanization and socio-economic development in the last 3 decades leading to drastic changes in lifestyle. Environment and lifestyle changes contribute to T2DM development by altering epigenetic processes such as DNA methylation, histone post-translational modifications, and long non-coding RNAs, all of which regulate chromatin structure and gene expression. Although the genetic predisposition of Indians to T2DM is well established, how environmental and genetic factors interact and lead to T2DM is not well understood. In this review, we discuss the prevalence of diabetes and its complications across different states in India and how various risk factors contribute to its pathogenesis. The review also highlights the role of genetic predisposition among the Indian population and epigenetic factors involved in the etiology of diabetes. Lastly, we review current treatments and emphasize the knowledge gap with respect to genetic and epigenetic factors in the Indian context. Further understanding of the genetic and epigenetic determinants will help in risk prediction and prevention as well as therapeutic interventions, which will improve the clinical management of diabetes and associated macro- and micro-vascular complications.
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Affiliation(s)
- Ankita Priyadarshini
- Diabetic Vascular Complications Laboratory, Department of Biological Sciences, Indian Institute of Science Education and Research (IISER) Mohali, Mohali, Punjab, 140306, India
| | - Riya Madan
- Diabetic Vascular Complications Laboratory, Department of Biological Sciences, Indian Institute of Science Education and Research (IISER) Mohali, Mohali, Punjab, 140306, India
| | - Sadhan Das
- Diabetic Vascular Complications Laboratory, Department of Biological Sciences, Indian Institute of Science Education and Research (IISER) Mohali, Mohali, Punjab, 140306, India.
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Setyopranoto I, Upoyo AS, Isworo A, Sari Y, Vidyanti AN. Awareness of Being at Risk of Stroke and Its Determinant Factors among Hypertensive Patients in Banyumas, Indonesia. Stroke Res Treat 2022; 2022:4891134. [PMID: 35449795 PMCID: PMC9017563 DOI: 10.1155/2022/4891134] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2021] [Revised: 02/25/2022] [Accepted: 03/29/2022] [Indexed: 12/05/2022] Open
Abstract
Background The global burden of stroke is still high, particularly in developing countries, with hypertension serving as the main risk factor. The awareness of stroke among hypertensive patients is crucial for stroke prevention. This study was aimed at identifying the awareness of being at risk of stroke and its determinant factors among hypertensive patients in Banyumas, Indonesia. Methods This was a cross-sectional study conducted in Primary Health Centers (PHCs) in Banyumas Regency, Indonesia, from April to August 2019. A simple random sampling technique was used to select the representatives' PHCs. Hypertensive patients who came regularly to the PHCs were consecutively recruited. Data were collected through a self-reported questionnaire and medical records. The main outcome was the level of participants' awareness of being at risk of stroke. Multivariate logistic regression analysis was performed to measure determinant factors associated with the level of awareness. Results Out of 457 patients investigated, 77.46% had a low level of awareness. Low knowledge of hypertension, low income, and no history of previous stroke were associated with a low-level of awareness (odds ratio (OR) 1.942, 95% CI 1.195-3.158, p 0.007; OR 2.321, 95% CI 1.326-4.064, p 0.003; and OR 6.033, 95% CI 2.450-14.858, p < 0.001, respectively). Conclusion Majority of hypertensive patients were unaware of being at risk of stroke. Knowledge of hypertension, income, and history of previous stroke are factors that may influence the awareness of being at risk of stroke among them. This emphasizes the need to provide better campaigns and education programs to raise the awareness of stroke in a community setting, particularly for the population at risk.
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Affiliation(s)
- Ismail Setyopranoto
- Department of Neurology, Faculty of Medicine, Public Health, and Nursing, Universitas Gadjah Mada, Yogyakarta 55281, Indonesia
| | - Arif Setyo Upoyo
- Department of Nursing, Faculty of Health Sciences, Universitas Jenderal Soedirman, Purwokerto, Central Java 53122, Indonesia
| | - Atyanti Isworo
- Department of Nursing, Faculty of Health Sciences, Universitas Jenderal Soedirman, Purwokerto, Central Java 53122, Indonesia
| | - Yunita Sari
- Department of Nursing, Faculty of Health Sciences, Universitas Jenderal Soedirman, Purwokerto, Central Java 53122, Indonesia
| | - Amelia Nur Vidyanti
- Department of Neurology, Faculty of Medicine, Public Health, and Nursing, Universitas Gadjah Mada, Yogyakarta 55281, Indonesia
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Nagarathna R, Kumar S, Anand A, Acharya IN, Singh AK, Patil SS, Latha RH, Datey P, Nagendra HR. Effectiveness of Yoga Lifestyle on Lipid Metabolism in a Vulnerable Population-A Community Based Multicenter Randomized Controlled Trial. MEDICINES 2021; 8:medicines8070037. [PMID: 34357153 PMCID: PMC8303653 DOI: 10.3390/medicines8070037] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/01/2021] [Revised: 06/13/2021] [Accepted: 06/29/2021] [Indexed: 01/09/2023]
Abstract
Background: Dyslipidemia poses a high risk for cardiovascular disease and stroke in Type 2 diabetes (T2DM). There are no studies on the impact of a validated integrated yoga lifestyle protocol on lipid profiles in a high-risk diabetes population. Methods: Here, we report the results of lipid profile values of 11,254 (yoga 5932 and control 5322) adults (20–70 years) of both genders with high risk (≥60 on Indian diabetes risk score) for diabetes from a nationwide rural and urban community-based two group (yoga and conventional management) cluster randomized controlled trial. The yoga group practiced a validated integrated yoga lifestyle protocol (DYP) in nine day camps followed by daily one-hour practice. Biochemical profiling included glycated hemoglobin and lipid profiles before and after three months. Results: There was a significant difference between groups (p < 0.001 ANCOVA) with improved serum total cholesterol, triglycerides, low-density lipoprotein, and high-density lipoprotein in the yoga group compared to the control group. Further, the regulatory effect of yoga was noted with a significant decrease or increase in those with high or low values of lipids, respectively, with marginal or no change in those within the normal range. Conclusion: Yoga lifestyle improves and regulates (lowered if high, increased if low) the blood lipid levels in both genders of prediabetic and diabetic individuals in both rural and urban Indian communities.
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Affiliation(s)
- Raghuram Nagarathna
- Swami Vivekananda Yoga Anusandhana Samsthana (S-VYASA), Bengaluru 560105, India; (A.K.S.); (S.S.P.); (H.R.N.)
- Correspondence: (R.N.); (A.A.)
| | - Saurabh Kumar
- Neuroscience Research Lab, Department of Neurology, Postgraduate Institute of Medical Education and Research (PGIMER), Chandigarh 160012, India;
| | - Akshay Anand
- Neuroscience Research Lab, Department of Neurology, Postgraduate Institute of Medical Education and Research (PGIMER), Chandigarh 160012, India;
- Centre for Mind Body Medicine, PGIMER, Chandigarh 160012, India
- Centre for Cognitive Science and Phenomenology, Panjab University, Chandigarh 160014, India
- Correspondence: (R.N.); (A.A.)
| | - Ishwara N. Acharya
- Central Council for Research in Yoga & Naturopathy (CCRYN), Delhi 110058, India;
| | - Amit Kumar Singh
- Swami Vivekananda Yoga Anusandhana Samsthana (S-VYASA), Bengaluru 560105, India; (A.K.S.); (S.S.P.); (H.R.N.)
| | - Suchitra S. Patil
- Swami Vivekananda Yoga Anusandhana Samsthana (S-VYASA), Bengaluru 560105, India; (A.K.S.); (S.S.P.); (H.R.N.)
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Das S, Gupta AK, Bandyopadhyaya B, Darla BH, Arya V, Abhyankar M, Revankar S. Data on vildagliptin and vildagliptin plus metformin combination in type-2 diabetes mellitus management. Bioinformation 2021; 17:413-423. [PMID: 34092962 PMCID: PMC8131578 DOI: 10.6026/97320630017413] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2021] [Revised: 03/15/2021] [Accepted: 03/18/2021] [Indexed: 11/23/2022] Open
Abstract
It is of interest to evaluate the clinical effectiveness and safety of vildagliptin as monotherapy and combination therapy of vildagliptin and metformin for the management of type 2 diabetes mellitus (T2DM) patients in Indian settings. The study included patients with T2DM (aged >18 years) receiving vildagliptin monotherapy and vildagliptin in combination with metformin therapy of various strengths. Data related to demographics, risk factors, medical history, glycated hemoglobin (HbA1c) levels, and medical therapies were retrieved from medical records. Out of 9678 patients (median age, 52.0 years), 59.1% were men. A combination of vildagliptin and metformin (50/500 mg) was the most commonly used therapy (54.8%), and the median duration of therapy was 24.0 months. The predominant reason for selecting vildagliptin therapy was to improve HbA1c levels (87.8%). A total of 87.5% of patients required dosage up-titration. Vildagliptin therapy was used in patients with T2DM and associated complications (peripheral neuropathy, CAD, nephropathy, retinopathy, autonomous neuropathy, stroke/TIA, and peripheral artery disease). Among 5175 patients who experienced body weight changes, a majority of patients showed a loss of weight (68.6%). The target glycemic control was achieved in 95.3% of patients. The mean HbA1c levels were significantly decreased post-treatment (mean change: 1.34%; p<0.001). Adverse events were reported in 0.4% of patients. Physicians rated the majority of patients as good to excellent on the global evaluation of efficacy and tolerability scale (98.9%, each). Vildagliptin as monotherapy and combination therapy of vildagliptin and metformin was an effective therapy in reducing HbA1c helps in achieving target glycemic control, and was well tolerated in Indian patients with T2DM continuum.
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Affiliation(s)
| | - AK Gupta
- Rahas Medical Store Hospital, Lucknow, India
| | | | | | - Vivek Arya
- Center for Endocrine and Diabetes, Ahmedabad, India
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Mohanty S, Nagarathna R, Metri K, Patil S, Kumar S, Singh A, Nagendra HR. Trends of Hypertension and Neurological Diseases in India: A Nationwide Survey Reporting the Distribution Across Geographical Areas. Ann Neurosci 2020; 27:162-168. [PMID: 34556955 PMCID: PMC8455011 DOI: 10.1177/0972753120987457] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2020] [Accepted: 10/07/2020] [Indexed: 01/17/2023] Open
Abstract
BACKGROUND Hypertension has remained an imperative risk factor for cardiovascular and cerebrovascular diseases, increasing the national burden of premature deaths over the decades. PURPOSE There is limited data on the prevalence of hypertension and its distribution across all geographic regions in India. This nationwide survey was conducted in 2017 to assess the prevalence of hypertension and prehypertension among the Indian adults. METHODS A multilevel stratified cluster sampling technique, with a random selection among the urban and rural populations, was adopted to achieve a sample of 70,031 adults from 24 states and 4 union territories. Blood pressure was measured twice using automated oscillometric machines with a minimum of 3-min gap, and the average was recorded. This was later categorized into prehypertension (elevated blood pressure) and hypertension subgroups as defined by the new 2017 American Heart Association guidelines. RESULTS The prevalence of prehypertension and hypertension in our study population across all ages was found to be 18.2% and 24%, respectively. Prehypertension was common at a younger age, whereas the prevalence of hypertension was higher in the older age groups. The urban population (24.4%) and males (24.7%) were positively associated with prehypertension and hypertension. The western zone had the highest prevalence of hypertension, whereas the eastern population had the lowest. CONCLUSION Our study revealed an alarmingly high prevalence of hypertension, accounting up to one hypertensive in every four adults in India. There is a need for more robust national strategies for identifying and treating hypertension to reduce the national and the global burden of hypertension by 25% before 2025.
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Affiliation(s)
- Sriloy Mohanty
- Centre of Integrative Medicine and Research, All India Institute of Medical Sciences, New Delhi, India
| | - Raghuram Nagarathna
- Arogyadhama, Vivekananda Yoga Anusandhana Samsthana, Bangalore, Karnataka, India
| | - Kashinath Metri
- Department of Yoga, Central University of Rajasthan, Kishangarh, Rajasthan, India
| | - Suchitra Patil
- Department of Life Science, Swami Vivekananda Yoga Anusandhana Samsthana, Bangalore, Karnataka, India
| | - Sanjay Kumar
- Department of Health, Vivekananda Yoga Anusandhana Samsthana, Bangalore, Karanataka, India
| | - Amit Singh
- Department of Life Science, Swami Vivekananda Yoga Anusandhana Samsthana, Bangalore, Karnataka, India
| | - Hongasandra R Nagendra
- Department of Life Science, Swami Vivekananda Yoga Anusandhana Samsthana, Bangalore, Karnataka, India
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Venkatrao M, Nagarathna R, Majumdar V, Patil SS, Rathi S, Nagendra H. Prevalence of Obesity in India and Its Neurological Implications: A Multifactor Analysis of a Nationwide Cross-Sectional Study. Ann Neurosci 2020; 27:153-161. [PMID: 34556954 PMCID: PMC8455012 DOI: 10.1177/0972753120987465] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2020] [Accepted: 10/07/2020] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND India is undergoing a rapid epidemiological transition, from underweight to overweight/obese population. Obesity is a major risk factor in type 2 diabetes and cardiovascular diseases, and is also implicated as a factor in neurological diseases such as Alzheimer's disease. A robust, pan-Indian estimate of obesity is not yet available. PURPOSE This study estimates the pan-Indian prevalence of obesity, stratified across nonmodifiable (age and gender) and modifiable (education and physical activity levels) factors, and across zones and urban/rural. METHODOLOGY Data for 1,00,531 adults from a nationwide randomized cluster sample survey (Niyantrita Madhumeha Bharata 2017, phase 1) were analyzed. Obesity was determined using body mass index, and cross-tabulations were calculated across zones, age, gender, education, physical activity, and area. To determine statistical significance, t-tests were used. The odds of obesity within each category of the various factors were calculated using binary logistic regression. RESULTS Prevalence of obesity in India is 40.3%. Zonal variations were seen as follows: south highest at 46.51% and east lowest at 32.96%. Obesity was higher among women than men (41.88% vs. 38.67%), urban than rural (44.17% vs. 36.08%), and over 40 than under 40 (45.81% vs. 34.58%). More education implied a higher obesity (44.6% college vs. 38% uneducated), as did lowered physical activity (43.71% inactive vs. 32.56% vigorously active). The odds ratio for physical activity was 3.83, stronger than age (1.58), education (1.4), urban (1.3), and gender (1.2). CONCLUSION Obesity levels in India are very high, across all zones. The odds of being obese increases with age, and is higher among women and among urban dwellers. Obesity is the highest among aging urban men and women who are college educated and are sedentary. Physical activity and aging are the strongest determinants of obesity. Given the high cost of obesity in terms of type 2 diabetes, cardiovascular diseases, and Alzheimer's disease, urgent public health measures are necessary to reduce its impact.
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Affiliation(s)
- Murali Venkatrao
- Division of Yoga and Life Sciences, SVYASA University, Prashanti Kutiram, Jigani, Bengaluru, Karnataka, India
| | - Raghuram Nagarathna
- Division of Yoga and Life Sciences, SVYASA University, Prashanti Kutiram, Jigani, Bengaluru, Karnataka, India
| | - Vijaya Majumdar
- Division of Yoga and Life Sciences, SVYASA University, Prashanti Kutiram, Jigani, Bengaluru, Karnataka, India
| | - Suchitra S. Patil
- Division of Yoga and Life Sciences, SVYASA University, Prashanti Kutiram, Jigani, Bengaluru, Karnataka, India
| | - Sunanda Rathi
- Division of Yoga and Life Sciences, SVYASA University, Prashanti Kutiram, Jigani, Bengaluru, Karnataka, India
| | - Hongasandra Nagendra
- Division of Yoga and Life Sciences, SVYASA University, Prashanti Kutiram, Jigani, Bengaluru, Karnataka, India
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Mathur D, Anand A, Srivastava V, Patil SS, Singh A, Rajesh SK, Nagendra HR, Nagarathna R. Depression in High-Risk Type 2 Diabetes Adults. Ann Neurosci 2020; 27:204-213. [PMID: 34556961 PMCID: PMC8455004 DOI: 10.1177/0972753121990181] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2020] [Accepted: 12/11/2020] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND Patients suffering from diabetes mellitus are two to three times more vulnerable to develop depressive symptomatology. PURPOSE To report the association between depression and high-risk diabetes in India. METHODS A total of 1,606 adults were recruited for the study. A patient health questionnaire was used to determine the depression on the basis of score. A statistical analysis was done using analysis of covariance (ANCOVA) and binary logistic regression to determine the association between diabetes categories and four degrees of depression. RESULTS Out of 1,606 participants, 52.6% were males and 47.4% were females, 56.4% belonged to the urban area and 43.6% to the rural area. However, 19.5% (314) had diabetes; 29.1% of diabetes individuals had minimal depression, 38.7% had mild, 17.2% moderate, 12.0% moderately severe, and 3.1% had severe depression. In the self-reported diabetic participant group (N = 142), there was a significantly higher degree of severe depression (3.3%) in the uncontrolled group (HbA1c >7%) as compared to the well-controlled diabetes group (HbA1c <7%). ANCOVA in gender differences in the uncontrolled diabetes group showed that male gender had significantly (P = -.02) higher mean scores of depression. CONCLUSION This study found that there is a positive association between depression and uncontrolled diabetes in male gender.
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Affiliation(s)
- Deepali Mathur
- Department of Neurology, Apollo Hospitals, Bhubaneswar, Odisha, India
| | - Akshay Anand
- Department of Neurology, Neuroscience Research Lab, Postgraduate Institute of Medical Education and Research (PGIMER), Chandigarh, India
| | - Vinod Srivastava
- College of Health and Behavioral Sciences, Fort Hays State University, Hays, Kansas, USA
| | - Suchitra S. Patil
- Department of Yoga and Life Science, Swami Vivekananda Yoga Anusandhana Samsthana (S-VYASA), Kempegowda Nagar, Bengaluru, Karnataka, India
| | - Amit Singh
- Department of Yoga and Life Science, Swami Vivekananda Yoga Anusandhana Samsthana (S-VYASA), Kempegowda Nagar, Bengaluru, Karnataka, India
| | - SK Rajesh
- Department of Yoga and Life Science, Swami Vivekananda Yoga Anusandhana Samsthana (S-VYASA), Kempegowda Nagar, Bengaluru, Karnataka, India
| | - HR Nagendra
- Department of Yoga and Life Science, Swami Vivekananda Yoga Anusandhana Samsthana (S-VYASA), Kempegowda Nagar, Bengaluru, Karnataka, India
| | - Raghuram Nagarathna
- Department of Arogyadhama, Vivekananda Yoga Anusandhana Samsthana (VYASA), Bengaluru, Karnataka, India
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