학술논문

Outcome after acute ischemic stroke is linked to sex-specific lesion patterns
Document Type
Source
Nature Communications. 12(1)
Subject
Neurosciences
Neurovetenskaper
aged
Bayes theorem
brain ischemia
brain mapping
brain stem
cerebral revascularization
cohort analysis
diagnostic imaging
female
human
image processing
male
middle aged
nuclear magnetic resonance imaging
pathology
procedures
risk factor
sensorimotor cortex
severity of illness index
sex factor
thalamus
treatment outcome
vascularization
very elderly
Aged
80 and over
Cohort Studies
Humans
Image Processing
Computer-Assisted
Ischemic Stroke
Magnetic Resonance Imaging
Risk Factors
Sex Factors
Language
English
ISSN
2041-1723
Abstract
Acute ischemic stroke affects men and women differently. In particular, women are often reported to experience higher acute stroke severity than men. We derived a low-dimensional representation of anatomical stroke lesions and designed a Bayesian hierarchical modeling framework tailored to estimate possible sex differences in lesion patterns linked to acute stroke severity (National Institute of Health Stroke Scale). This framework was developed in 555 patients (38% female). Findings were validated in an independent cohort (n=503, 41% female). Here, we show brain lesions in regions subserving motor and language functions help explain stroke severity in both men and women, however more widespread lesion patterns are relevant in female patients. Higher stroke severity in women, but not men, is associated with left hemisphere lesions in the vicinity of the posterior circulation. Our results suggest there are sex-specific functional cerebral asymmetries that may be important for future investigations of sex-stratified approaches to management of acute ischemic stroke.