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Nomogram to Predict Cognitive Dysfunction After a Minor Ischemic Stroke in Hospitalized-Population.
Li Gong1, Haichao Wang1, Xiaofeng Zhu2
1Department of Neurology, Shanghai Tenth People's Hospital, Tongji University, Shanghai, China.
Frontiers in Aging Neuroscience
|May 10, 2021
Summary
A new scoring system predicts cognitive impairment after minor stroke. Higher Trimethylamine N-oxide (TMAO) levels at admission indicate a higher risk of post-stroke cognitive impairment (PSCI).
Area of Science:
- Neurology
- Cardiovascular Medicine
- Biochemistry
Background:
- Predicting cognitive impairment after minor ischemic stroke is challenging due to the lack of accessible scoring systems.
- Post-stroke cognitive impairment (PSCI) significantly impacts patient recovery and quality of life.
- The role of Trimethylamine N-oxide (TMAO) in PSCI requires further investigation.
Purpose of the Study:
- To develop and externally validate a nomogram for predicting PSCI in hospitalized patients with minor stroke.
- To investigate the association between plasma TMAO levels and PSCI.
Main Methods:
- Prospective development and external validation cohorts were established.
- Cognitive impairment was defined as a Montreal Cognition Assessment (MoCA) score <22 at 6-12 months post-stroke.
- A nomogram was generated using multivariate logistic regression, including age, sex, Fazekas score, education, intracranial atherosclerotic stenosis (ICAS), HbA1c, and cortical infarction.
- Plasma TMAO levels were measured using liquid chromatography tandem mass spectrometry.
Main Results:
- The nomogram demonstrated good predictive performance with an AUC-ROC of 0.829 in the development cohort and 0.812 in the validation cohort.
- Independent predictors for PSCI included age, female sex, Fazekas score, educational level, ICAS, HbA1c, and cortical infarction.
- Patients with PSCI had significantly higher plasma TMAO levels compared to those without cognitive dysfunction (4.56 vs. 3.22 μmol/L, p ≤ 0.001).
Conclusions:
- This study presents the first validated nomogram for individualized prediction of PSCI after minor stroke.
- The developed scoring system provides an accessible tool for risk stratification.
- Elevated plasma TMAO levels at admission may serve as a potential biomarker for predicting PSCI.

