IL6 and Stroke: In summary, this study explored the association between psychoneurological symptom clusters and inflammatory markers through latent profile analysis and initially confirmed that the inflammatory factors IL-6 and hs-CRP play a role in psychoneurological symptom clusters in patients experiencing their first stroke.