Evidence map›Paper›PMID 37536017›Full record

ArticleJournal of stroke and cerebrovascular diseases : the official journal of National Stroke Association2023

Associations between early in-hospital medications and the development of delirium in patients with stroke.

Sophia L Ryan, Xiu Liu, Vanessa McKenna, Manohar Ghanta, Carlos Muniz, Rachel Renwick, M Brandon Westover, Eyal Y Kimchi

Open access · greenAbstract read
In one paragraph

Article in Journal of stroke and cerebrovascular diseases : the official journal of National Stroke Association, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed, 1 pooled it
1.1field-weighted citation impact, top 24% 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

5 citing papers in PubMed, 1 synthesis or guideline pooled it, 5 citations in OpenAlex.

  1. Pooled it
  2. Prevention and Treatment of ICU Delirium in Brain Injured Patients.Current neurology and neuroscience reports · 2026
    Review
  3. Prediction of stroke severity: systematic evaluation of lesion representations.Annals of clinical and translational neurology · 2024
    Article
  4. Investigating delirium in stroke with an EEG lens: Focal lesions with global impact?Clinical neurophysiology : official journal of the International Federation of Clinical Neurophysiology · 2024
    Article
  5. 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

8 authors at 5 institutions in 1 country.

Sophia L RyanDepartment of Neurology, Massachusetts General Hospital, USA; Department of Neurology, Mount Sinai Medical Center, India.
Xiu LiuDepartment of Neurology, Massachusetts General Hospital, USA; Lawrence Center for Quality and Safety, Massachusetts General Hospital, USA.
Vanessa McKennaDepartment of Neurology, Massachusetts General Hospital, USA.
Manohar GhantaDepartment of Neurology, Massachusetts General Hospital, USA.
Carlos MunizDepartment of Neurology, Massachusetts General Hospital, USA; Department of Neurology, SUNY Upstate Medical University, USA.
Rachel RenwickDepartment of Neurology, Massachusetts General Hospital, USA.
M Brandon WestoverDepartment of Neurology, Massachusetts General Hospital, USA; Department of Neurology, Beth Israel Deaconess Medical Center, USA.
Eyal Y KimchiDepartment of Neurology, Massachusetts General Hospital, USA; Department of Neurology, Northwestern University, USA. Electronic address: eyal.kimchi@northwestern.edu.
Massachusetts General Hospital · USBeth Israel Deaconess Medical Center · USMount Sinai Hospital · USNorthwestern University · USSUNY Upstate Medical University · US

Funding

The Harvard Clinical and Translational Science CenterUL1TR002541 · NCATS · HARVARD MEDICAL SCHOOL · PI NADLER, LEE MARSHALL · 2018 to 2022
$93.0M
Comparative Safety of Seizure Prophylaxis within the Medicare ProgramR01AG073410 · NIA · MASSACHUSETTS GENERAL HOSPITAL · PI Lidia Maria Veras Rocha de Moura · 2021 to 2026
$4.1M
Integrative Motor Activity Biomarker for the Risk of Alzheimer's RiskRF1AG064312 · NIA · BRIGHAM AND WOMEN'S HOSPITAL · PI HU, KUN · 2019 to 2019
$3.6M
Multimodal Network Connectivity Architecture (MOCA) of the Brain and its Role in the Recovery of Consciousness in Comatose Cardiac Arrest PatientsR01NS102574 · NINDS · MASSACHUSETTS GENERAL HOSPITAL · PI GREER, DAVID MATTHEW, WU, ONA · 2018 to 2022
$3.4M
Investigation of Sleep in the Intensive Care Unit (ICU-SLEEP)R01NS102190 · NINDS · MASSACHUSETTS GENERAL HOSPITAL · PI WESTOVER, MICHAEL BRANDON · 2018 to 2022
$3.2M
Big Data and Deep Learning for the Interictal-Ictal-Injury ContiuumR01NS107291 · NINDS · MASSACHUSETTS GENERAL HOSPITAL · PI WESTOVER, MICHAEL BRANDON · 2018 to 2022
$2.8M
Determining optimal parameters for dynamic cholinergic modulation of associative learningK08MH116135 · NIMH · MASSACHUSETTS INSTITUTE OF TECHNOLOGY · PI KIMCHI, EYAL YAACOV · 2018 to 2021
$783k
NCATS NIH HHS UL1 TR002541NIA NIH HHS R01 AG073410NIA NIH HHS RF1 AG064312NIMH NIH HHS K08 MH116135NINDS NIH HHS R01 NS102190NINDS NIH HHS R01 NS102574NINDS NIH HHS R01 NS107291
6 · The paper itself

Abstract

objectivesPatients hospitalized with stroke develop delirium at higher rates than general hospitalized patients. While several medications are associated with existing delirium, it is unknown whether early medication exposures are associated with subsequent delirium in patients with stroke. Additionally, it is unknown whether delirium identification is associated with changes in the prescription of these medications. MATERIALS AND

methodsWe conducted a retrospective cohort study of patients admitted to a comprehensive stroke center, who were assessed for delirium by trained nursing staff during clinical care. We analyzed exposures to multiple medication classes in the first 48 h of admission, and compared them between patients who developed delirium >48 hours after admission and those who never developed delirium. Statistical analysis was performed using univariate testing. Multivariable logistic regression was used further to evaluate the significance of univariately significant medications, while controlling for clinical confounders.

results1671 unique patients were included in the cohort, of whom 464 (27.8%) developed delirium >48 hours after admission. Delirium was associated with prior exposure to antipsychotics, sedatives, opiates, and antimicrobials. Antipsychotics, sedatives, and antimicrobials remained significantly associated with delirium even after accounting for several clinical covariates. Usage of these medications decreased in the 48 hours following delirium identification, except for atypical antipsychotics, whose use increased. Other medication classes such as steroids, benzodiazepines, and sleep aids were not initially associated with subsequent delirium, but prescription patterns still changed after delirium identification.

conclusionsEarly exposure to multiple medication classes is associated with the subsequent development of delirium in patients with stroke. Additionally, prescription patterns changed following delirium identification, suggesting that some of the associated medication classes may represent modifiable targets for future delirium prevention strategies, although future study is needed.

Indexed as

Antipsychotic AgentsDeliriumStrokeHospitalsHumansHypnotics and SedativesRetrospective StudiesRisk FactorsAntipsychotic AgentsHypnotics and SedativesDeliriumMedicationsPolypharmacyStroke

Identifiers

PMID37536017
PMCPMC10529367
OpenAlexW4385506105

What OpenQuestion holds

Textmetadata
LicenceTDM
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.