Evidence map›Paper›PMID 39249632›Full record

Observational studyEndocrine2025

Effectiveness and safety of glucose-lowering drugs as an adjunct to insulin therapy in Chinese patients with type 1 diabetes: a retrospective, observational study.

Chenyang Shi, Shanshan Hu, Yi Lin, Yingyi Qin, Yuanjun Tang, Guorong Fan, Zhaosheng Tang

Abstract readObservational StudyMulticenter Study
PubMed Publisher
In one paragraph

Observational study in Endocrine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Chenyang Shi *Department of Clinical Pharmacy, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Shanshan Hu *Department of Clinical Pharmacy, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Yi Lin *Department of Endocrinology and Metabolism, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Yingyi QinDepartment of Military Health Statistics, Naval Medical University, Shanghai, China.
Yuanjun TangDepartment of Clinical Pharmacy, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China. wh.tyj.2007@163.com.
Guorong FanDepartment of Clinical Pharmacy, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China. guorfan@163.com.
Zhaosheng TangDepartment of Endocrinology, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, China. zhaoshengtang@aliyun.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

aimTo assess the real-world impact of glucose-lowering drugs (GLDs) as an adjunct to insulin in Chinese patients with type 1 diabetes (T1DM).

methodsThis dual-center, observational, retrospective study included 121 T1DM patients receiving GLDs as adjuncts and 56 participants with insulin-only drugs as comparators. Glycated hemoglobin A1c (HbA1c), daily insulin dosage, fasting blood glucose (FBG), postprandial blood glucose (PBG), nocturnal blood glucose (NBG) and the difference in trough and peak blood glucose levels on the same day (Δ TP) were assessed at baseline and at the end of the study.

resultsIn total, HbA1c decreased by 1.14% in the GLD+insulin group (p < 0.0001) and 0.36% in the insulin-only group (p = 0.0423, mean adjusted difference, -0.09% [95% CI, -0.55 to 0.37]). The total daily insulin concentration was reduced by 7.34 U per day in the GLD+insulin group vs. 5.55 U per day in the insulin-only group (mean adjusted difference, -2.32 U [95% CI, -4.97 to 0.33]). In particular, among patients with fasting C-peptide levels < 17 pmol/L, the total daily insulin concentration was significantly reduced by 9.22 U vs. 5.09 U per day (mean adjusted difference, -3.84 [95% CI, -6.85-0.84]; p = 0.0129). There were no notable differences in the other glycemic indices between the two groups. A gradual downward trend in changes in glycemic outcomes was observed among patients treated with various combinations of metformin, acarbose, and dipeptidyl peptidase 4 inhibitor (DPP-4i). Similar reductions in the daily insulin dose were also detected in most of the GLD+insulin group in addition to the DPP-4i-only group. No severe hypoglycemia was induced by additional GLDs.

conclusionsThe use of additional GLDs tends to improve glycemic outcomes and reduce insulin requirements in patients with T1DM. These results indicate that the use of GLDs as an adjunctive therapy may have been an effective treatment strategy among adults with T1DM in China.

Indexed as

Diabetes Mellitus, Type 1Hypoglycemic AgentsInsulinAdultBlood GlucoseChinaDrug Therapy, CombinationEast Asian PeopleFemaleGlycated HemoglobinHumansMaleMiddle AgedRetrospective StudiesTreatment OutcomeYoung AdultBlood GlucoseGlycated HemoglobinHypoglycemic AgentsInsulinChinese patientsDaily insulin doseGlucose-lowering drugsGlycemic controlReal-world studyType 1 diabetes

Identifiers

PMID39249632

What Socratic holds

Textmetadata
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Registered trials

None linked

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.