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Accepted for/Published in: Journal of Medical Internet Research

Date Submitted: Oct 15, 2024
Date Accepted: Dec 18, 2024
Date Submitted to PubMed: Dec 18, 2024

The final, peer-reviewed published version of this preprint can be found here:

Effectiveness and Safety of the TRIO Optimal Health Management Program in Patients With Type 2 Diabetes Mellitus Initiating Basal Insulin Therapy: Prospective Observational Real-World Study

Li C, Guo L, Shi L, Chen L, Chen L, Xue Y, Li H, Liang Y, Yang J, Wang W, Zhu D

Effectiveness and Safety of the TRIO Optimal Health Management Program in Patients With Type 2 Diabetes Mellitus Initiating Basal Insulin Therapy: Prospective Observational Real-World Study

J Med Internet Res 2025;27:e67554

DOI: 10.2196/67554

PMID: 39694849

PMCID: 11773279

Effectiveness and Safety of the TRIO Optimal Health Management Program in Patients with Type 2 Diabetes Mellitus (T2DM) Initiating Basal Insulin Therapy: Real-World Study

  • Chenxi Li; 
  • Lixin Guo; 
  • Lixin Shi; 
  • Li Chen; 
  • Liming Chen; 
  • Yaoming Xue; 
  • Hong Li; 
  • Yuzhen Liang; 
  • Jing Yang; 
  • Weimin Wang; 
  • Dalong Zhu

ABSTRACT

Background:

Diabetes, a chronic disease necessitating long-term treatment and self-management, presents significant challenges for patients who spend most of their treatment time outside of hospitals. The potential of digital therapeutics for diabetes has garnered recognition from different organizations. Although some prior studies have demonstrated successful reductions in patients' blood glucose levels and body weight through digital diabetes programs, many studies were limited by including prediabetes patients, patients treated with mostly premixed insulin or evaluating user engagement outcomes rather than clinical outcomes. Consequently, limited evidence remains regarding the effectiveness of health management mobile applications specifically designed for T2DM patients initiating BI (basal insulin).

Objective:

This prospective observational study evaluated the effectiveness and safety of the TRIO optimal health management program for patients with type 2 diabetes mellitus (T2DM) initiating basal insulin therapy in a real-world setting.

Methods:

Patients aged 18 to 85 years with inadequate glycemic control (baseline HbA1c ≥7.0%) starting basal insulin therapy were enrolled from outpatient and inpatient. The study duration was 3 months, with health education and phone-based follow-up assessments. Data collected included patient characteristics, medical history, baseline diabetes conditions, treatment compliance, glycemic control, and safety indicators.

Results:

A total of 199,431 patients were included and 118,134 patients completed the 3-month follow-up. The mean baseline HbA1c was 9.2%, the mean duration of diabetes was 7.3 years, and 80.4% of patients were using basal insulin with oral antihyperglycemic drugs. After the intervention, mean HbA1c decreased by -2.59% from baseline, with 55.6% achieving the target HbA1c level of <7.0%. Patients who set a lower fasting plasma glucose (FPG) goals (<6.1 mmol/L) showed greater HbA1c reductions and higher target achievement compared to those with FPG goal ≥6.1 mmol/L. Factors such as complications, diabetes duration, and baseline HbA1c levels influenced the magnitude of HbA1c reduction. The presence of complications, shorter diabetes duration, higher baseline HbA1c was significantly associated with increased hypoglycemia incidence risk.

Conclusions:

The TRIO optimal health management program effectively improved glycemic control in patients with T2DM initiating basal insulin therapy. Individualized treatment approaches considering patient characteristics and glycemic goals are vital for optimal outcomes. Clinical Trial: This is a real-world study of initiating basal insulin therapy.


 Citation

Please cite as:

Li C, Guo L, Shi L, Chen L, Chen L, Xue Y, Li H, Liang Y, Yang J, Wang W, Zhu D

Effectiveness and Safety of the TRIO Optimal Health Management Program in Patients With Type 2 Diabetes Mellitus Initiating Basal Insulin Therapy: Prospective Observational Real-World Study

J Med Internet Res 2025;27:e67554

DOI: 10.2196/67554

PMID: 39694849

PMCID: 11773279

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