Evidence map›Paper›PMID 38622435›Full record

ArticleEndocrine2024

Predictive value of postprandial C-peptide for utilizing multiple daily injection therapy in type 2 diabetes.

Wei Liu, Ying Gao, Rui Zhang, Siqian Gong, Xiangqing Wang, Yanai Wang, Xiaoling Cai, Xiuying Zhang, Xiaoqi Xie, Xueyao Han and 1 more

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Article in Endocrine, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
0.7field-weighted citation impact, top 28% of its field
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

2 citing papers in PubMed, 2 citations in OpenAlex.

  1. Trial
  2. Article
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

11 authors at 2 institutions in 1 country.

Wei Liu *Department of Endocrinology and Metabolism, Peking University People's Hospital, Beijing, China.
Ying Gao *Department of Endocrinology and Metabolism, Peking University People's Hospital, Beijing, China.
Rui ZhangDepartment of Endocrinology and Metabolism, Peking University People's Hospital, Beijing, China.
Siqian GongDepartment of Endocrinology and Metabolism, Peking University People's Hospital, Beijing, China.
Xiangqing WangDepartment of Endocrinology and Metabolism, Peking University People's Hospital, Beijing, China.
Yanai WangDepartment of Endocrinology and Metabolism, Peking University People's Hospital, Beijing, China.
Xiaoling CaiDepartment of Endocrinology and Metabolism, Peking University People's Hospital, Beijing, China.
Xiuying ZhangDepartment of Endocrinology and Metabolism, Peking University People's Hospital, Beijing, China.
Xiaoqi XieDepartment of Endocrinology and Metabolism, Peking University People's Hospital, Beijing, China.
Xueyao HanDepartment of Endocrinology and Metabolism, Peking University People's Hospital, Beijing, China. xueyaohan@sina.com.
Linong JiDepartment of Endocrinology and Metabolism, Peking University People's Hospital, Beijing, China. jiln@bjmu.edu.cn.
Peking University · CNPeking University People's Hospital · CN

Funding

Peking University People's Hospital Scientific Research Development Funds RDY2023-02
6 · The paper itself

Abstract

purposeMultiple daily injection (MDI) insulin therapy is an effective method of glycemic control and appropriate assignment to MDI therapy could minimize the risks of hypoglycemia and weight gain. The aim of the present study was to identify factors associated with indication for MDI therapy in type 2 diabetes (T2DM).

methodsWe recruited 360 participants with T2DM that were admitted to the Endocrinology Department of Peking University People's Hospital between August 2017 and July 2018. They first underwent intensive insulin therapy, then were switched to an optimized, simpler insulin treatment that aimed to maintain fasting blood glucose between 4.4 and 7.2 mmol/L, without episodes of hypoglycemia. The baseline characteristics of groups administering either MDI or basal/premix insulin were compared and multivariable logistic regression analysis was used to determine the odds ratios (ORs) for factors associated with MDI therapy. Receiver operating characteristic (ROC) curves were then used to identify independent predictors of MDI insulin regimen efficacy.

resultsThe mean age of the participants was 57.6 ± 12.9 years, and diabetes duration was 14.2 ± 8.2 years. Two hundred and sixty-seven participants administered basal/premix insulin and 93 underwent MDI therapy, of whom 61.8% and 46.2% were male, respectively (p = 0.01). The duration of diabetes was significantly longer in the MDI group (13.1 ± 7.7 years vs. 17.3 ± 8.7 years; p < 0.01). Fasting plasma glucose (FPG) was higher in the MDI group than in the basal/premix group (8.3 [6.7, 11.3] mmol/L vs. 7.2 [5.7, 9.3] mmol/L; p < 0.01), while the postprandial C-peptide concentration (PCP) was significantly lower in the MDI group (2.6 [1.8, 3.5] ng/mL) compared to the basal/premix group (3.6 [2.5, 6.2] ng/mL, p < 0.01. Multivariable logistic regression analysis suggested that diabetes duration and FPG were positively associated with MDI therapy: OR (95% confidence interval [CI]) 1.06 (1.02, 1.10) and 1.12 (1.02, 1.24), respectively. In addition, PCP was negatively associated with MDI therapy (0.72 [0.60, 0.86]). ROC analysis suggested that a PCP of < 3.1 ng/mL predicted MDI therapy with 59.6% sensitivity and 72.1% specificity.

conclusionThe results of our study suggest that longer diabetes duration, higher FPG, and lower PCP were associated with necessity for MDI insulin regimen. These findings should assist with the personalization of insulin treatment.

Indexed as

Blood GlucoseC-PeptideDiabetes Mellitus, Type 2Hypoglycemic AgentsInsulinPostprandial PeriodAdultAgedDrug Administration ScheduleFemaleHumansMaleMiddle AgedPredictive Value of TestsTreatment OutcomeBlood GlucoseC-PeptideHypoglycemic AgentsInsulinC-peptideMultiple dose insulin injectionType 2 diabetes mellitus

Identifiers

PMID38622435
OpenAlexW4394803868

What OpenQuestion holds

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Read underepoch 390

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 OpenQuestion graph.