Evidence map›Paper›PMID 42087876›Full record

ArticleFrontiers in endocrinology2026

Endocrinologist-led glucose management in the emergency ICU: a retrospective before-after study.

Long Zhang, Zhang-Sheng Zhao, Chun-Xia Gu, You-Li Ma, Xiao-Fang Yu

Abstract read
In one paragraph

Article in Frontiers in endocrinology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

5 authors.

Long ZhangDepartment of Endocrinology, The Affiliated LihuiLi Hospital of Ningbo University, Ningbo, Zhejiang, China.
Zhang-Sheng ZhaoTransfusion Medicine Center, Apheresis and Transfusion Therapy Center, The Affiliated LihuiLi Hospital of Ningbo University, Ningbo, Zhejiang, China.
Chun-Xia GuDepartment of Neurology, The Affiliated LihuiLi Hospital of Ningbo University, Ningbo, Zhejiang, China.
You-Li MaTransfusion Medicine Center, Apheresis and Transfusion Therapy Center, The Affiliated LihuiLi Hospital of Ningbo University, Ningbo, Zhejiang, China.
Xiao-Fang YuDepartment of Endocrinology, The Affiliated LihuiLi Hospital of Ningbo University, Ningbo, Zhejiang, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: To evaluate the effectiveness and safety of an endocrinologist-led glucose management (ELGM) model integrating real-time continuous glucose monitoring (RT-CGM) and continuous insulin infusion therapy, compared with conventional glucose management in critically ill patients admitted to the emergency intensive care unit (EICU). Methods: In this single-center, retrospective before-after study, adult EICU patients with stays ≥24 hours were included. Patients admitted in 2023 received conventional glucose management (control), whereas those admitted in 2024 were managed using the ELGM model. Endocrinologists served as primary decision-makers, supported by RT-CGM, point-of-care testing, and continuous insulin infusion. Primary outcomes included mean glucose, glycemic variability, proportion of target-range glucose (3.9 - 10.0 mmol/L), and hypo-/hyperglycemia incidence. Secondary outcomes included nosocomial infection, hyperosmolar hyperglycemic state (HHS), length of stay, ventilation duration, and hospitalization costs. Results: A total of 1138 patients were analyzed (ELGM 625; Control 513). Compared with conventional management, the ELGM model was associated with lower mean glucose (9.9 vs. 11.1 mmol/L; P< 0.001) and reduced variability (SD 4.2 vs. 4.9 mmol/L; P< 0.001). Target-range readings were higher (61.11% vs. 51.66%; P< 0.001), and severe hyperglycemia was less frequent (7.45% vs. 13.28%; P< 0.001). Severe hypoglycemia did not differ. Nosocomial infection (15.02% vs. 27.68%) and HHS (1.28% vs. 5.65%) were lower (both P< 0.001). Length of stay and costs were similar, while ventilation duration was slightly longer. Conclusion: An endocrinologist-led glucose management strategy incorporating RT-CGM was associated with improved glycemic metrics and lower rates of severe hyperglycemia and infection, supporting its feasibility in critically ill patients.

Indexed as

Blood GlucoseGlycemic ControlHyperglycemiaInsulinIntensive Care UnitsAgedContinuous Glucose MonitoringCritical IllnessEndocrinologyFemaleHumansHypoglycemiaHypoglycemic AgentsInsulin Infusion SystemsMaleMiddle AgedBlood GlucoseHypoglycemic AgentsInsulincontinuous glucose monitoringcritical illnessendocrinologist-led managementglycemic controlinsulin pumpintensive care unit

Identifiers

PMID42087876
PMCPMC13135923

What Socratic holds

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LicenceCC BY
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Registered trials

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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.