Unknown

Dataset Information

0

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


ABSTRACT:

Aim

This study aimed to analyze diabetes treatment and treatment changes in association with long-term glycemic patterns in an Asian population with diabetes.

Materials and methods

This was a prospective cohort study of 6218 patients with type 2 diabetes managed in public primary care clinics in Singapore. Clinical data from 2011 to 2016 were extracted from electronic medical records, including serial HbA1c measurements and dispensed antidiabetic medication records. Patterns of longitudinal HbA1c trajectories were identified using latent class growth analysis, and patients' annual treatment plans were compared between subgroups with different HbA1c patterns.

Results

We identified four distinct HbA1c patterns. Eighty-one percent of patients were classified in the low-stable group, where monotherapy and dual therapy with oral agents were the most common treatments. We also identified three groups with poorer control, with moderate-stable (14%), moderate-increase (3%), and high-decrease (2%) HbA1c patterns. Insulin treatment was most prevalent in these groups, with 61% to 72% of subjects receiving insulin treatment in 2016. More than 60% of subjects in poorer control groups had experienced treatment intensification during follow-up. Addition of multiple insulin injections was the most common intensification in moderate-increase and high-decrease groups.

Conclusions

Treatment reflected and was appropriate to the extent of dysglycemia in this population. A small group of patients had deteriorating glycemic control, in spite of being treated with multiple insulin injections, suggesting non-response or non-adherence to treatment. Further investigation is needed to identify reasons for the deteriorating control observed and design effective interventions for these patients.

SUBMITTER: Luo M 

PROVIDER: S-EPMC6590368 | biostudies-literature | 2019 May

REPOSITORIES: biostudies-literature

altmetric image

Publications

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

Luo Miyang M   Tan Chuen Seng CS   Lim Wei Yen WY   Chia Kee Seng KS   Tang Wern Ee WE   Tai E Shyong ES   Venkataraman Kavita K  

Diabetes/metabolism research and reviews 20190110 4


<h4>Aim</h4>This study aimed to analyze diabetes treatment and treatment changes in association with long-term glycemic patterns in an Asian population with diabetes.<h4>Materials and methods</h4>This was a prospective cohort study of 6218 patients with type 2 diabetes managed in public primary care clinics in Singapore. Clinical data from 2011 to 2016 were extracted from electronic medical records, including serial HbA1c measurements and dispensed antidiabetic medication records. Patterns of lo  ...[more]

Similar Datasets

| S-EPMC5583406 | biostudies-other
| S-EPMC6361693 | biostudies-literature
| S-EPMC7082468 | biostudies-literature
| S-EPMC6196833 | biostudies-other
| S-EPMC4629783 | biostudies-literature
| S-EPMC4339386 | biostudies-literature
| S-EPMC4686844 | biostudies-literature
| S-EPMC5193135 | biostudies-literature
| S-EPMC8668018 | biostudies-literature
| S-EPMC4108577 | biostudies-literature