High glucose-to-lymphocyte ratio increases the risk of delirium and all-cause mortality in intensive care unit patients.
Overview
- Department of Anesthesiology and Pain Medicine, Wuxi Clinical College of Nantong University (Wuxi No 2 People’s Hospital, Jiangnan University Medical Center), Wuxi, China
- Department of Anesthesiology, Wuxi Ninth People’s Hospital Affiliated to Soochow University, Wuxi, Jiangsu China
Abstract
The abstract is not reproduced here: the paper's license (CC BY-NC-ND) does not allow it. Read it in the paper, at the publisher or on Europe PMC.
Code
The paper says that its authors' code is available on request: it was not published with the paper, so there is nothing to verify.
The paper's code and data availability statement is in the Data section.
Tracing map
A tracing map links a paper to the code its authors published: this paper has none (its code is available on request), so it has no map.
Data
No dataset and no data link were found in the paper.
Code and data availability statement
The paper has a code and data availability statement. Its license (CC BY-NC-ND) does not allow reproducing it here; in short, from what the harvester recognized in it:
- it says that the data are available on request
- it says that the code is available on request
Read it in the paper: doi.org/10.1038/s41598-026-50201-1.
Versions
The history of this record: each version stored by the harvester or made by a correction of its authors or of the maintainers of its code, and what changed in its facts. The texts of the paper (its abstract, its availability statements) are not part of it; versions that changed only those are not listed.
Version 1, 30 September 2026: the first record
Recorded: type, language, journal, volume, issue, pages, dates, 6 authors, 10 keywords, 13 MeSH terms, 32 references.
Cite
This paper
Zhu, G., Hu, Z., Liu, J., Cao, Q., Zhu, M., & Liang, X. (2026). High glucose-to-lymphocyte ratio increases the risk of delirium and all-cause mortality in intensive care unit patients. Scientific reports, 16(1), 19201. https://
BibTeX
@article{zhu2026high,
author = {Zhu, Guowei and Hu, Zicheng and Liu, Jinming and Cao, Qian and Zhu, Minmin and Liang, Xiao},
title = {{High glucose-to-lymphocyte ratio increases the risk of delirium and all-cause mortality in intensive care unit patients}},
journal = {Scientific reports},
year = {2026},
month = apr,
volume = {16},
number = {1},
pages = {19201},
publisher = {Nature Publishing Group},
issn = {2045-2322},
doi = {10.1038/
url = {https://
pmid = {42034700},
pmcid = {PMC13284370}
}
RIS
TY - JOUR
AU - Zhu, Guowei
AU - Hu, Zicheng
AU - Liu, Jinming
AU - Cao, Qian
AU - Zhu, Minmin
AU - Liang, Xiao
TI - High glucose-to-lymphocyte ratio increases the risk of delirium and all-cause mortality in intensive care unit patients
T2 - Scientific reports
J2 - Sci Rep
PY - 2026
DA - 2026/
VL - 16
IS - 1
SP - 19201
SN - 2045-2322
PB - Nature Publishing Group
DO - 10.1038/
UR - https://
LA - en
ER -
CSL-JSON
{
"id": "10.1038/
"type": "article-journal",
"title": "High glucose-to-lymphocyte ratio increases the risk of delirium and all-cause mortality in intensive care unit patients",
"container-title": "Scientific reports",
"author": [
{
"family": "Zhu",
"given": "Guowei"
},
{
"family": "Hu",
"given": "Zicheng"
},
{
"family": "Liu",
"given": "Jinming"
},
{
"family": "Cao",
"given": "Qian"
},
{
"family": "Zhu",
"given": "Minmin"
},
{
"family": "Liang",
"given": "Xiao"
}
],
"container-title-short":
"volume": "16",
"issue": "1",
"page": "19201",
"DOI": "10.1038/
"PMID": "42034700",
"PMCID": "PMC13284370",
"ISSN": "2045-2322",
"publisher": "Nature Publishing Group",
"URL": "https://
"language": "en",
"issued": {
"date-parts": [
[
2026,
4,
25
]
]
}
}
Similar papers
The papers with a page that share the most with this one: the tools found in their code, their categories, datasets, cited references and authors, the rarest counting most.
- [1] doi:10.1186/s40246-026-00972-5 [code]
- Serum ferritin and delirium risk: an integrative genomic analysis of causal inference and multi-tissue regulatory signals.Journal: Human genomicsIn common: clinical / translational, other condition, 1 reference
- [2] doi:10.3390/diagnostics16081186 [code]
- The Perioperative Neurocognitive Disorder Prediction Based on AI-Assisted EEG Dynamic Features in Anesthetized Mice.Journal: Diagnostics (Basel, Switzerland)In common: clinical / translational, 1 reference
- [3] doi:10.3390/e28060702 [code]
- ICU Delirium as a Failure of Predictive Synchronization: A Two-Agent Active Inference Model.Journal: Entropy (Basel, Switzerland)In common: other condition, 1 reference
- [4] doi:10.1186/s43556-026-00421-8
- Interaction between transient receptor potential vanilloid 4 and glutamate NMDA receptor subunit 1 mediates endoplasmic reticulum stress and neuroinflammation in postoperative delirium.Journal: Molecular biomedicineIn common: other condition, 1 reference
- [5] doi:10.1038/s43856-026-01395-y [code]
- Enhancing depression diagnosis with augmented brain signal driven decorrelated graph neural networks.Journal: Communications medicineIn common: clinical / translational, 1 reference
- [6] doi:10.3389/fneur.2026.1849021
- Early pharmacologic venous thromboembolism prophylaxis and in-hospital mortality in ICU patients with intracerebral hemorrhage: a landmark, propensity-weighted cohort study.Journal: Frontiers in neurologyIn common: clinical / translational, 1 reference
- [7] doi:10.3389/fneur.2026.1783194 [code]
- Assessment of cerebral hemodynamics in patients with acute brain injury: a group-based multivariate trajectory approach.Journal: Frontiers in neurologyIn common: clinical / translational, 1 reference
- [8] doi:10.1038/s41598-026-57082-4
- Glucose-to-potassium ratio has a non-linear J-shaped association with acute kidney injury risk in traumatic brain injury.Journal: Scientific reportsIn common: clinical / translational, 1 reference
- [9] doi:10.1016/j.isci.2026.116135 [code]
- Predicting ICU in-hospital mortality from text-encoded structured EHR data using adaptive transformer layer fusion.Journal: iScienceIn common: clinical / translational, 1 reference
- [10] doi:10.1002/ibra.70015 [code]
- Impact of early dexmedetomidine administration on short- and long-term outcomes in critically traumatic brain injury patients: A retrospective study using the MIMIC-IV database.Journal: IbrainIn common: clinical / translational, 1 reference
Contribute
The authors of this paper can claim it, correct its record and validate its tracing map, and the maintainers of its code (its owner, or a public member of its organization) correct what it says of their repository; anyone signed in can ask for its removal. Every request goes to OSCR's own machine, which answers it; your account page follows them.
Sign in with ORCID to claim this paper as one of its authors, correct its record or validate its tracing map: when the paper's metadata lists your ORCID iD, you are recognized at once. Maintainers of its code: sign in with GitHub, then claim the repository on your account page.
Claim this paper
Correct its record
Say what each link of this record is, remove the ones that are not the paper's, add the ones that are missing. The correction becomes a new version of the record, in its Versions section.
Request its removal
To ask OSCR to remove this record, the copies of its authors' scripts or its tracing map, use the removal request page: signed in, you say who you are, what to remove and why, then review and confirm the request. Published rules decide every request (how).
Discussion, reproductions, activity
Discussion: questions and error reports about this paper and its code, from signed-in readers and its authors. It opens with sign-in.
Reproductions: reports from readers who ran the authors' code: what they reproduced, with which environment, commit and data. It opens with sign-in.
Activity: what happens around this paper: new versions of its record, its map's validation, discussions and reproductions. It opens with sign-in.