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Masood MQ, Singh K, Kondal D, Ali MK, Mawani M, Devarajan R, Menon U, Varthakavi P, Viswanathan V, Dharmalingam M, Bantwal G, Sahay R, Khadgawat R, Desai A, Prabhakaran D, Narayan KMV, Tandon N. Factors affecting achievement of glycemic targets among type 2 diabetes patients in South Asia: Analysis of the CARRS trial. Diabetes Res Clin Pract 2021; 171:108555. [PMID: 33242515 PMCID: PMC7854496 DOI: 10.1016/j.diabres.2020.108555] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Academic Contribution Register] [Received: 07/29/2020] [Revised: 10/12/2020] [Accepted: 11/10/2020] [Indexed: 11/24/2022]
Abstract
OBJECTIVE To assess the predictors of achieving and maintaining guideline-recommended glycemic control in people with poorly controlled type 2 diabetes. METHODS We analyzed data from the Centre for Cardiometabolic Risk Reduction in South Asia (CARRS) Trial (n = 1146), to identify groups that achieved guideline-recommended glycemic control (HbA1c < 7%) and those that remained persistently poorly controlled (HbA1c > 9%) over a median of 28 months of follow-up. We used generalized estimation equations (GEE) analysis for each outcome i.e. achieving guideline-recommended control and persistently poorly controlled and constructed four regression models (demographics, disease-related, self-care, and other risk factors) separately to identify predictors of HbA1c < 7% and HbA1c > 9% at the end of the trial, adjusting for trial group assignment and site. RESULTS In the final multivariate model, adherence to prescribed medications (RR: 1.46, 95%CI: 1.09, 1.95), adherence to diet plans (RR: 1.79, 95% CI: 1.43, 2.23) and middle-aged: 50-64 years (RR: 1.32; 95% CI: 1.02-1.71) were associated with achieving guideline-recommended control (HbA1c < 7%). Presence of microvascular complications (RR: 0.70; 95%CI: 0.53-0.92) reduced the probability of achieving guideline-recommended glycemic control (HbA1c 7%). Further, longer duration of diabetes (>15 years), RR: 1.41; 95% CI: 1.15, 1.72, hyperlipidemia, RR: 1.19; 95% CI: 1.06, 1.34 and younger age group (35-49 years vs. >64 years: RR: 0.61; 95% CI: 0.47-0.79) were associated with persistently poor glycemic control (HbA1c > 9%). CONCLUSION To achieve and maintain guideline-recommended glycemic control, care delivery models must put additional emphasis and effort on patients with longer disease duration, younger people and those having microvascular complications and hyperlipidemia.
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Affiliation(s)
- Muhammad Q Masood
- Aga Khan University, Department of Medicine, Section of Endocrinology and Diabetes, Stadium Road, Karachi 74800, Pakistan.
| | - Kavita Singh
- Public Health Foundation of India, 4th Floor, Plot No. 47, Sector 44, Institutional Area, Gurgaon 122 002, Haryana, India.
| | - Dimple Kondal
- Public Health Foundation of India, 4th Floor, Plot No. 47, Sector 44, Institutional Area, Gurgaon 122 002, Haryana, India.
| | - Mohammed K Ali
- Emory University, Rollins School of Public Health, 1518 Clifton Road, Rm CNR 701, Atlanta, GA 30322, USA.
| | - Minaz Mawani
- Aga Khan University, Department of Medicine, Section of Endocrinology and Diabetes, Stadium Road, Karachi 74800, Pakistan.
| | - Raji Devarajan
- Center of Excellence - Center for CArdio-metabolic Risk Reduction in South Asia, Public Health Foundation of India, 4th Floor, Plot No. 47, Sector 44, Institutional Area, Gurgaon 122 002, Haryana, USA.
| | - Usha Menon
- Amrita Institute of Medical Sciences, Department of Endocrinology & Diabetes, AIMS Ponekkara P.O., Kochi 682 041, Kerala, India.
| | - Premlata Varthakavi
- TNM College & BYL Nair Charity Hospital, Department of Endocrinology, Dr. A. L. Nair Road, Mumbai Central, Mumbai 400 008, Maharashtra, India.
| | - Vijay Viswanathan
- MV Hospital for Diabetes & Diabetes Research Centre, No 4, West Madha Church Street, Royapuram, Chennai 600 013, Tamil Nadu, India.
| | - Mala Dharmalingam
- Bangalore Endocrinology & Diabetes Research Centre, #35, 5th Cross, Malleswaram Circle, Bangalore 560 003, Karantaka, India.
| | - Ganapathi Bantwal
- St. John's Medical College & Hospital, Department of Endocrinology, Sarjapur Road, Koramangala, Bangalore 560 034, Karantaka, India.
| | - Rakesh Sahay
- Osmania General Hospital, Department of Endocrinology, 2nd Floor, Golden Jubilee Block, Afzalgunj, Hyderabad 500 012, Telangana, India.
| | - Rajesh Khadgawat
- All India Institute of Medical Sciences, Department of Endocrinology & Metabolism, Biotechnology Block, 3rd Floor, Ansari Nagar, New Delhi 110 029, India.
| | - Ankush Desai
- Goa Medical College, Endocrine Unit, Department of Medicine, Bambolim, Goa 403202, India.
| | - Dorairaj Prabhakaran
- Public Health Foundation of India, 4th Floor, Plot No. 47, Sector 44, Institutional Area, Gurgaon 122 002, Haryana, India.
| | - K M Venkat Narayan
- Emory University, Rollins School of Public Health, 1518 Clifton Road, Rm CNR 7049, Atlanta, GA 30322, USA.
| | - Nikhil Tandon
- All India Institute of Medical Sciences, Department of Endocrinology & Metabolism, Biotechnology Block, 3rd Floor, Rm #312, Ansari Nagar, New Delhi 110 029, India.
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Hill-Briggs F, Adler NE, Berkowitz SA, Chin MH, Gary-Webb TL, Navas-Acien A, Thornton PL, Haire-Joshu D. Social Determinants of Health and Diabetes: A Scientific Review. Diabetes Care 2020; 44:dci200053. [PMID: 33139407 PMCID: PMC7783927 DOI: 10.2337/dci20-0053] [Citation(s) in RCA: 767] [Impact Index Per Article: 153.4] [Reference Citation Analysis] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Academic Contribution Register] [Received: 09/25/2020] [Accepted: 09/25/2020] [Indexed: 02/03/2023]
Affiliation(s)
- Felicia Hill-Briggs
- Department of Medicine, Johns Hopkins University, Baltimore, MD
- Welch Center for Prevention, Epidemiology and Clinical Research, Johns Hopkins Medical Institutions, Baltimore, MD
| | - Nancy E Adler
- Department of Psychiatry and Behavioral Sciences, University of California San Francisco, San Francisco, CA
| | - Seth A Berkowitz
- Division of General Medicine and Clinical Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | | | - Tiffany L Gary-Webb
- Departments of Epidemiology and Behavioral and Community Health Sciences, University of Pittsburgh, Pittsburgh, PA
| | - Ana Navas-Acien
- Department of Environmental Health Sciences, Columbia University, New York, NY
| | - Pamela L Thornton
- National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD
| | - Debra Haire-Joshu
- The Brown School and The School of Medicine, Washington University in St. Louis, St. Louis, MO
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