Evidence mapPaperPMID 40346326Full record

ArticleEndocrine2025

Time-divided hypoglycemia management derived by continuous glucose monitoring may reduce microvascular diseases in type 2 diabetes patients.

Yuqiong Li, Liwei Cai, Qinkang Lu, Weikun Gong, Penghao Wang, Tao Chen, Wen Ye, Bingqi Li, Hui Zhu, Zhifeng Xu and 2 more

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Article in Endocrine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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12 authors.

Yuqiong LiDepartment of Science and Education, The Affiliated People's Hospital of Ningbo University, Ningbo, Zhejiang, P. R. China.
Liwei CaiDepartment of Clinical Medicine, Health Science Center, Ningbo University, Ningbo, Zhejiang, P. R. China.
Qinkang LuDepartment of Ophthalmology, The Affiliated People's Hospital of Ningbo University, Ningbo, Zhejiang, P. R. China.
Weikun GongDepartment of Endocrinology and Metabolism, The Affiliated People's Hospital of Ningbo University, Ningbo, Zhejiang, P. R. China.
Penghao WangSchool of Public Health, Health Science Center, Ningbo University, Ningbo, Zhejiang, P. R. China.
Tao ChenSchool of Public Health, Health Science Center, Ningbo University, Ningbo, Zhejiang, P. R. China.
Wen YeSchool of Public Health, Health Science Center, Ningbo University, Ningbo, Zhejiang, P. R. China.
Bingqi LiSchool of Public Health, Health Science Center, Ningbo University, Ningbo, Zhejiang, P. R. China.
Hui ZhuDepartment of Internal Medicine, Health Science Center, Ningbo University, Ningbo, Zhejiang, P. R. China.
Zhifeng XuDepartment of Internal Medicine, Zhenhai People's Hospital of Zhejiang Province, Ningbo, Zhejiang, P. R. China.
Jin XuSchool of Public Health, Health Science Center, Ningbo University, Ningbo, Zhejiang, P. R. China. xujin1@nbu.edu.cn.
Lindan JiDepartment of Science and Education, The Affiliated People's Hospital of Ningbo University, Ningbo, Zhejiang, P. R. China. jilindan@nbu.edu.cn.

Funding

Ningbo Clinical Research Center for Ophthalmology 2022L003Ningbo Youth Science and Technology Innovation Leaders Project 2023QL057Zhejiang Medicine and Health Science and Technology Project 2024KY358Zhejiang Provincial Natural Science Foundation of China LBY24H040001
6 · The paper itself

Abstract

purposeTo assess the association between hypoglycemia exposure and the risk of developing microvascular diseases (MVDs) in type 2 diabetes patients via continuous glucose monitoring (CGM), aiming to identify optimal hypoglycemia thresholds for improved glucose management.

methodsA total of 174 type 2 diabetes patients underwent 2 weeks of CGM. Binary multivariate logistic regression assessed the association between hypoglycemia exposure and MVDs prevalence at thresholds of 3.0-3.9 mmol/L.

resultsAfter 14 days of monitoring, 79.9% of patients experienced hypoglycemia. The MVDs group had a significantly greater percentage of participants with hypoglycemia (glucose < 3.4 mmol/L: 57.6 vs. 39.8%, P = 0.023) and nocturnal hypoglycemia (glucose < 3.9 mmol/L: 62.1 vs. 46.3%, P = 0.043), with no significant difference in daytime hypoglycemia. After adjustment for confounders, only nocturnal hypoglycemia was independently associated with the risk of developing MVDs, and the prevalence of MVDs was positively associated with hypoglycemia severity. When the hypoglycemia threshold was reduced from 3.4-3.0 mmol/L, the odds ratio increased from 1.342 (1.026, 1.798) to 1.855 (1.141, 3.457). Further subgroup analysis revealed that nocturnal hypoglycemia below 3.4 mmol/L was a risk factor for the development of retinopathy and neuropathy (P < 0.05) but not for nephropathy.

conclusionNighttime glucose levels below 3.4 mmol/L are strongly associated with a greater risk of developing retinopathy and neuropathy in type 2 diabetes patients. Thus, blood glucose management should be time-specific, with daytime levels maintained above 3.9 mmol/L and nighttime levels maintained above 3.4 mmol/L.

Indexed as

Blood GlucoseBlood Glucose Self-MonitoringDiabetes Mellitus, Type 2Diabetic AngiopathiesHypoglycemiaAgedContinuous Glucose MonitoringFemaleHumansHypoglycemic AgentsMaleMiddle AgedBlood GlucoseHypoglycemic AgentsContinuous glucose monitoringHypoglycaemiaMicrovascular diseases.Type 2 diabetes

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.