- ICH GCP
- US Clinical Trials Registry
- Clinical Trial NCT04642378
Study to Assess the Efficacy and Safety of iNCDSS in Type 2 Diabetes Mellitus Patients (iNCDSS-3)
Study to Assess the Efficacy and Safety of iNCDSS Assisted Insulin Dosage Titration System on Glucose Control in Type 2 Diabetes Mellitus Patients : a Muticenter, Single-blind, Randomized Controlled Study
Study Overview
Status
Conditions
Intervention / Treatment
Detailed Description
As one of the most common treatments for diabetes inpatients, insulin regimens often vary due to different physicians. Since 2016, Zhongshan Hospital has set up the Internet-based glucose management system (iGMS) to monitor plasma glucose of diabetes patients, and further set up an Artificial Intelligence Assisted Insulin Titration System (iNCDSS) to recommend insulin regime in 2019. Previous single-center clinical trial (NCT04053959) have indicated the efficacy and safety of iNCDSS in glycemic management in patients with type 2 diabetes.
This multi-center study enrolls 142 patients with Type 2 Diabetes from three sites who are on treatment of diabetes for at least 3 months. They will be randomly allocated into 2 groups at a ratio of 1:1 after screening for the inclusion and exclusion criteria. Patients in the Intervention group (iNCDSS group) receive insulin regimen set by iNCDSS and patients in Regular treatment regime group receive insulin regimen recommended by endocrinologists.
This study will be conducted in the Department of Endocrinology in Shanghai Zhongshan Hospital, Shanghai fifth People's Hospital, Shanghai Xuhui Central Hospital, and will consist of a 5-day intervention period. Patient allocation will be stratified by HbA1c and sites. The primary endpoint is the time in target glucose range during the trial period.
Study Type
Enrollment (Actual)
Phase
- Not Applicable
Contacts and Locations
Study Locations
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Shanghai, China, 200032
- 180 Fenglin Road
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Participation Criteria
Eligibility Criteria
Ages Eligible for Study
Accepts Healthy Volunteers
Description
Inclusion Criteria:
- Men or women aged 18 and above years old;
- Subjects who had been diagnosed with type 2 diabetes;
- Subjects who are on diabetes treatment for at least 3 months;
- HbA1c: 7.0%-11.0%.
Exclusion Criteria:
- Subjects with acute complications of diabetes such as ketoacidosis or hyperglycemic hyperosmolar state;
- Subjects who change the insulin regimens during hospitalization;
- BMI ≥ 45kg/m2;
- Women who are pregnant or nursing;
- Subjects with severe cardiac, hepatic, renal or general diseases;
- Subjects with psychiatric disorders or impaired cognitive function;
- Subjects with severe edema, infections or peripheral circulation disorders;
- Patients treated with surgery during hospitalization;
- Subjects that are, in the judgement of the investigator, unlikely to comply with the protocol.
Study Plan
How is the study designed?
Design Details
- Primary Purpose: Supportive Care
- Allocation: Randomized
- Interventional Model: Parallel Assignment
- Masking: Single
Arms and Interventions
Participant Group / Arm |
Intervention / Treatment |
---|---|
Experimental: iNCDSS group
Artificial intelligence assisted insulin titration system group
|
Patients of this group will receive the insulin regime set by the AI assisted insulin titration system (iNCDSS).
Other Names:
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Active Comparator: Routine treatment group
Physician decided insulin titration group
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Patients of this group will receive the insulin regime recommended by professional endocrinologists.
Other Names:
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What is the study measuring?
Primary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
---|---|---|
Time in target glucose range
Time Frame: During 5-day intervention
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The well-controlled blood glucose level is defined as the time of sensor glucose measurements in targeted range (3.9-10 mmol/L)
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During 5-day intervention
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Secondary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
---|---|---|
Proportion of time in which the blood glucose level is over 10 mmol/L
Time Frame: During 5-day intervention
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The poor control of blood glucose level is defined as greater than 10 mmol/L
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During 5-day intervention
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Proportion of hypoglycemia
Time Frame: During 5-day intervention
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The hypoglycemia is defined as blood glucose level less than 3.0mmol/L
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During 5-day intervention
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Daily insulin dose
Time Frame: During 5-day intervention
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The daily insulin dose is defined as daily total insulin dose
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During 5-day intervention
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Collaborators and Investigators
Sponsor
Collaborators
Investigators
- Principal Investigator: Xiaoying Li, MD, Shanghai Zhongshan Hospital
Publications and helpful links
General Publications
- Xu Y, Wang L, He J, Bi Y, Li M, Wang T, Wang L, Jiang Y, Dai M, Lu J, Xu M, Li Y, Hu N, Li J, Mi S, Chen CS, Li G, Mu Y, Zhao J, Kong L, Chen J, Lai S, Wang W, Zhao W, Ning G; 2010 China Noncommunicable Disease Surveillance Group. Prevalence and control of diabetes in Chinese adults. JAMA. 2013 Sep 4;310(9):948-59. doi: 10.1001/jama.2013.168118.
- Wang T, Xu Y, Xu M, Wang W, Bi Y, Lu J, Dai M, Zhang D, Ding L, Xu B, Sun J, Zhao W, Jiang Y, Wang L, Li Y, Zhang M, Lai S, Wang L, Ning G. Awareness, treatment and control of cardiometabolic disorders in Chinese adults with diabetes: a national representative population study. Cardiovasc Diabetol. 2015 Feb 26;14:28. doi: 10.1186/s12933-015-0191-6.
- Ji LN, Lu JM, Guo XH, Yang WY, Weng JP, Jia WP, Zou DJ, Zhou ZG, Yu DM, Liu J, Shan ZY, Yang YZ, Hu RM, Zhu DL, Yang LY, Chen L, Zhao ZG, Li QF, Tian HM, Ji QH, Liu J, Ge JP, Shi LX, Xu YC. Glycemic control among patients in China with type 2 diabetes mellitus receiving oral drugs or injectables. BMC Public Health. 2013 Jun 21;13:602. doi: 10.1186/1471-2458-13-602.
- Davies M, Storms F, Shutler S, Bianchi-Biscay M, Gomis R; ATLANTUS Study Group. Improvement of glycemic control in subjects with poorly controlled type 2 diabetes: comparison of two treatment algorithms using insulin glargine. Diabetes Care. 2005 Jun;28(6):1282-8. doi: 10.2337/diacare.28.6.1282.
- Oyer DS, Shepherd MD, Coulter FC, Bhargava A, Brett J, Chu PL, Trippe BS; INITIATEplus Study Group. A(1c) control in a primary care setting: self-titrating an insulin analog pre-mix (INITIATEplus trial). Am J Med. 2009 Nov;122(11):1043-9. doi: 10.1016/j.amjmed.2008.12.026.
- Yang W, Zhu L, Meng B, Liu Y, Wang W, Ye S, Sun L, Miao H, Guo L, Wang Z, Lv X, Li Q, Ji Q, Zhao W, Yang G. Subject-driven titration of biphasic insulin aspart 30 twice daily is non-inferior to investigator-driven titration in Chinese patients with type 2 diabetes inadequately controlled with premixed human insulin: A randomized, open-label, parallel-group, multicenter trial. J Diabetes Investig. 2016 Jan;7(1):85-93. doi: 10.1111/jdi.12364. Epub 2015 May 25.
- Harris S, Yale JF, Dempsey E, Gerstein H. Can family physicians help patients initiate basal insulin therapy successfully?: randomized trial of patient-titrated insulin glargine compared with standard oral therapy: lessons for family practice from the Canadian INSIGHT trial. Can Fam Physician. 2008 Apr;54(4):550-8.
- Rigla M, Garcia-Saez G, Pons B, Hernando ME. Artificial Intelligence Methodologies and Their Application to Diabetes. J Diabetes Sci Technol. 2018 Mar;12(2):303-310. doi: 10.1177/1932296817710475. Epub 2017 May 25.
- Ashrafzadeh S, Hamdy O. Patient-Driven Diabetes Care of the Future in the Technology Era. Cell Metab. 2019 Mar 5;29(3):564-575. doi: 10.1016/j.cmet.2018.09.005. Epub 2018 Sep 27.
- Thabit H, Hartnell S, Allen JM, Lake A, Wilinska ME, Ruan Y, Evans ML, Coll AP, Hovorka R. Closed-loop insulin delivery in inpatients with type 2 diabetes: a randomised, parallel-group trial. Lancet Diabetes Endocrinol. 2017 Feb;5(2):117-124. doi: 10.1016/S2213-8587(16)30280-7. Epub 2016 Nov 9.
- Bally L, Thabit H, Hartnell S, Andereggen E, Ruan Y, Wilinska ME, Evans ML, Wertli MM, Coll AP, Stettler C, Hovorka R. Closed-Loop Insulin Delivery for Glycemic Control in Noncritical Care. N Engl J Med. 2018 Aug 9;379(6):547-556. doi: 10.1056/NEJMoa1805233. Epub 2018 Jun 25.
Study record dates
Study Major Dates
Study Start (Actual)
Primary Completion (Actual)
Study Completion (Actual)
Study Registration Dates
First Submitted
First Submitted That Met QC Criteria
First Posted (Actual)
Study Record Updates
Last Update Posted (Actual)
Last Update Submitted That Met QC Criteria
Last Verified
More Information
Terms related to this study
Additional Relevant MeSH Terms
Other Study ID Numbers
- ZSE-202011
Plan for Individual participant data (IPD)
Plan to Share Individual Participant Data (IPD)?
Drug and device information, study documents
Studies a U.S. FDA-regulated drug product
Studies a U.S. FDA-regulated device product
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