Evidence mapPaperPMID 42483648Full record

SynthesisFrontiers in nutrition2026

Enteral nutrition-related hyperglycemia in critical illness: cascade conceptual model and implications for precision nursing-a systematic review.

Jiani Qian, Quanquan He, Maoyun Miao, Weiwei Ni, Yulei Ma

Abstract readSystematic Review
In one paragraph

Synthesis in Frontiers in nutrition, 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
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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

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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.

Jiani QianSchool of Nursing, Shandong Second Medical University, Weifang, China.
Quanquan HeSchool of Nursing, Shandong Second Medical University, Weifang, China.
Maoyun MiaoSchool of Nursing, Shandong Second Medical University, Weifang, China.
Weiwei NiWeifang Key Laboratory for Clinical Nursing Research, Department of Nursing, Affiliated Hospital of Shandong Second Medical University, Weifang, China.
Yulei MaWeifang Key Laboratory for Clinical Nursing Research, Department of Nursing, Affiliated Hospital of Shandong Second Medical University, Weifang, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Hyperglycemia is a common complication in critically ill patients receiving enteral nutrition (EN). This review synthesizes evidence on its mechanisms, epidemiology, clinical implications, and nursing management to support precision glycemic care. Methods: A systematic literature search identified 45 eligible studies, including randomized trials, retrospective studies, reviews, guidelines, and expert consensus statements. Given the lack of a universally accepted definition, enteral nutrition-related hyperglycemia was pragmatically defined as blood glucose ≥7.8 mmol/L occurring within 24-72 h after initiation of enteral nutrition. Results: Reported incidence varies widely, from approximately 30-47% in general ICU populations to 60-80% following cardiac surgery, reflecting differences in definitions, patient characteristics, timing, and nutritional protocols. Based on thematic integration of existing evidence, we propose a six-level conceptual cascade framework, linking metabolic vulnerability, stress-hormone activation, exogenous substrate load, enteroinsular axis dysfunction, inflammation-mediated insulin resistance, and microbiota dysbiosis. Corresponding nursing strategies include diabetes-specific formulas, optimized feeding regimens, continuous glucose monitoring, and individualized insulin protocols within multidisciplinary care. These strategies may improve glycemic control; however, evidence for clinical outcome benefits remains limited and heterogeneous. Conclusion: Further prospective studies are needed to validate the model and refine precision nursing strategies.

Indexed as

blood glucosecontinuouscritical illnessenteral nutritionglucose monitoringhyperglycemiainsulinnursing care

Identifiers

PMID42483648
PMCPMC13385416

What Socratic holds

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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.