» Articles » PMID: 23147454

The PLAN Score: a Bedside Prediction Rule for Death and Severe Disability Following Acute Ischemic Stroke

Overview
Journal Arch Intern Med
Specialty General Medicine
Date 2012 Nov 14
PMID 23147454
Citations 43
Authors
Affiliations
Soon will be listed here.
Abstract

Background: We sought to develop and validate a simple clinical prediction rule for death and severe disability after acute ischemic stroke that can be used by general clinicians at the time of hospital admission.

Methods: We analyzed data from a registry of 9847 patients (4943 in the derivation cohort and 4904 in the validation cohort) hospitalized with acute ischemic stroke and included in the Registry of the Canadian Stroke Network (July 1, 2003, to March 31, 2008; 11 regional stroke centers in Ontario, Canada). Outcome measures were 30-day and 1-year mortality and a modified Rankin score of 5 to 6 at discharge.

Results: Overall 30-day mortality was 11.5% (derivation cohort) and 13.5% (validation cohort). In the final multivariate model, we included 9 clinical variables that could be categorized as preadmission comorbidities (5 points for preadmission dependence [1.5], cancer [1.5], congestive heart failure [1.0], and atrial fibrillation [1.0]), level of consciousness (5 points for reduced level of consciousness), age (10 points, 1 point/decade), and neurologic focal deficit (5 points for significant/total weakness of the leg [2], weakness of the arm [2], and aphasia or neglect [1]). Maximum score is 25. In the validation cohort, the PLAN score (derived from preadmission comorbidities, level of consciousness, age, and neurologic deficit) predicted 30-day mortality (C statistic, 0.87), death or severe dependence at discharge (0.88), and 1-year mortality (0.84). The PLAN score also predicted favorable outcome (modified Rankin score, 0-2) at discharge (C statistic, 0.80).

Conclusions: The PLAN clinical prediction rule identifies patients who will have a poor outcome after hospitalization for acute ischemic stroke. The score comprises clinical data available at the time of admission and may be determined by nonspecialist clinicians. Additional studies to independently validate the PLAN rule in different populations and settings are required.

Citing Articles

Association between serum levels of insulin-like growth factor-binding proteins at admission and outcomes at 3 months after acute ischemic stroke.

Zhu Y, Wang H, Cui T, Chen M, Chen Y, Wu S Ann Med. 2025; 57(1):2472867.

PMID: 40048365 PMC: 11892070. DOI: 10.1080/07853890.2025.2472867.


Optimal two-stage group sequential designs based on Mann-Whitney-Wilcoxon test.

Park Y PLoS One. 2025; 20(2):e0318211.

PMID: 39977443 PMC: 11841899. DOI: 10.1371/journal.pone.0318211.


Predictive Performance of Machine Learning-Based Models for Poststroke Clinical Outcomes in Comparison With Conventional Prognostic Scores: Multicenter, Hospital-Based Observational Study.

Irie F, Matsumoto K, Matsuo R, Nohara Y, Wakisaka Y, Ago T JMIR AI. 2024; 3:e46840.

PMID: 38875590 PMC: 11041492. DOI: 10.2196/46840.


Establishment and validation of a 3-month prediction model for poor functional outcomes in patients with acute cardiogenic cerebral embolism related to non-valvular atrial fibrillation.

Hu L, Qiao Z, Xu M, Feng J, Shan Q, Sheng X Front Neurol. 2024; 15:1392568.

PMID: 38841691 PMC: 11150815. DOI: 10.3389/fneur.2024.1392568.


Technical Risk Stratification Nomogram Model for 90-Day Mortality Prediction in Patients With Acute Basilar Artery Occlusion Undergoing Endovascular Thrombectomy: A Multicenter Cohort Study.

Ni H, Zhao L, Ma X, Lv P, Ding Y, Liu Z J Am Heart Assoc. 2024; 13(6):e032107.

PMID: 38471827 PMC: 11010032. DOI: 10.1161/JAHA.123.032107.