Table 1_The predictive value of circulating inflammatory and immune biomarkers for stroke-

A prospective cohort study investigating the predictive value of circulating biomarkers for stroke-associated pneumonia in patients with acute anterior circulation large vessel occlusion following endovascular therapy. The dataset includes measurements of monocyte HLA-DR, interleukin-6, C-reactive protein, and procalcitonin taken on days 1, 3, and 7 post-procedure. It was authored by Yongsen Lin and last updated on 2026-03-18.

Use Cases

• Predicting stroke-associated pneumonia risk based on monocyte HLA-DR expression levels.
• Analyzing the relationship between inflammatory markers like IL-6 and CRP and clinical outcomes.
• Building a combined predictive model using biomarker data and the A2DS2 clinical score.
• Investigating dysphagia and infarct volume as risk factors for post-stroke pneumonia.

Strengths

• Includes longitudinal biomarker measurements at three time points (days 1, 3, and 7).
• Multivariate analysis identified a specific mHLA-DR cutoff (55.75%) with an AUC of 0.914.
• Results are adjusted for clinical confounders, as stated in the description.

Limitations

• Dataset is very small (23.8 KB), indicating limited scope and sample size.
• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment for machine learning.

Provenance

Source

figshare, author Yongsen Lin.

Collection Method

Prospective cohort study with peripheral blood sample collection and analysis.

Freshness

Last updated 2026-03-18 07:35:50; freshness should be verified.