Literature DB >> 25516317

Management trajectories in the type 2 diabetes Integrated Delivery System project in Taiwan: accounting for behavioral therapy, nutrition education and therapeutics.

Hsing-Yi Chang1, Mark L Wahlqvist, Wen-Ling Liu, Meei-Shyuan Lee, Shyi-Jang Shin, Yu-Sheng Li, Chih-Jen Chang, Chwen-Tzuei Chang, Mao-Tsu Fuh, Hung-Jen Yang, Tong-Yuan Tai, Chih-Cheng Hsu.   

Abstract

BACKGROUND AND AIM: Glycated hemoglobin (HbA1c) assessment is basic to diabetes management. Little is done to describe the whole spectrum of the trajectory, its related temporal patterns of metabolic indices, and comorbidities. METHODS AND
RESULTS: This was a longitudinal study. In the Diabetes Management through Integrated Delivery System project in Taiwan, enrollees had diabetes, but no major comorbidities. They were randomized into intensive or conventional education (health, diet and exercise) groups. HbA1c was classified by a groupbased trajectory model on the basis of repeated six-monthly measurements. We analyzed data from 1091 subjects who had at least two measurements on HbA1c. HbA1c exhibited three distinct ranges of low (42-53 mmol/mol), intermediate (64-75 mmol/mol) and high (97 mmol/mol), all of which persisted for 4.5 years regardless of receiving intensive education or not. Temporal changes and a time-group interaction were found for triglycerides, total cholesterol, HDL-C and LDL-C. The high trajectory was associated with the major co-morbidities of retinopathy, nephropathy, neuropathy, stroke, hypoglycemia, and ketoacidosis. Patients in the intensive education group (62.4%), which were equally distributed in the three trajectories, had significantly lower HbA1cs (-0.14%= -1.5 mmol/mol, p=0.026). The intermediate trajectory patients with intensive education had HbA1cs higher than the low trajectory patients with conventional education (β=0.189, p=0.033). Though not significant, a similar pattern was found for DM education in the high group (β=0.223, p=0.154).
CONCLUSIONS: Novel strategies beyond current education and pharmacotherapeutic regimens are needed to lower HbA1c at least 11 mmol/mol for the high HbA1c group to minimize comorbidities.

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Year:  2014        PMID: 25516317     DOI: 10.6133/apjcn.2014.23.4.06

Source DB:  PubMed          Journal:  Asia Pac J Clin Nutr        ISSN: 0964-7058            Impact factor:   1.662


  6 in total

1.  Data-driven long-term glycaemic control trajectories and their associated health and economic outcomes in Finnish patients with incident type 2 diabetes.

Authors:  Piia Lavikainen; Emma Aarnio; Miika Linna; Kari Jalkanen; Hilkka Tirkkonen; Päivi Rautiainen; Tiina Laatikainen; Janne Martikainen
Journal:  PLoS One       Date:  2022-06-01       Impact factor: 3.752

2.  Longitudinal trends in HbA1c patterns and association with outcomes: A systematic review.

Authors:  Miyang Luo; Kristin Hui Xian Tan; Chuen Seng Tan; Wei Yen Lim; E-Shyong Tai; Kavita Venkataraman
Journal:  Diabetes Metab Res Rev       Date:  2018-05-22       Impact factor: 4.876

3.  Longitudinal Trend of Fasting Blood Glucose and Related Factors in Patients with Type 2 Diabetes.

Authors:  Zahra Khatirnamani; Enayatollah Bakhshi; Arash Naghipour; Robab Teymouri; Samaneh Hosseinzadeh
Journal:  Int J Prev Med       Date:  2020-11-26

4.  The association between trajectories of risk factors and risk of cardiovascular disease or mortality among patients with diabetes or hypertension: A systematic review.

Authors:  Yuan Wang; Eric Yuk Fai Wan; Ivy Lynn Mak; Margaret Kay Ho; Weng Yee Chin; Esther Yee Tak Yu; Cindy Lo Kuen Lam
Journal:  PLoS One       Date:  2022-01-27       Impact factor: 3.240

5.  Assessing related factors to fasting blood sugar and glycosylated hemoglobin in patients with type 2 diabetes simultaneously by a multivariate longitudinal marginal model.

Authors:  Samaneh Hosseinzadeh; Zahra Khatirnamani; Enayatollah Bakhshi; Alireza Heidari; Arash Naghipour
Journal:  Sci Rep       Date:  2022-09-01       Impact factor: 4.996

6.  Association of diabetes treatment with long-term glycemic patterns in patients with type 2 diabetes mellitus: A prospective cohort study.

Authors:  Miyang Luo; Chuen Seng Tan; Wei Yen Lim; Kee Seng Chia; Wern Ee Tang; E Shyong Tai; Kavita Venkataraman
Journal:  Diabetes Metab Res Rev       Date:  2019-01-10       Impact factor: 4.876

  6 in total

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