Tsui et al. studied CSF biomarkers in medical admissions with persistent delirium and dementia, finding elevated glial fibrillary acidic protein and neurofilament light chain, suggesting direct neuronal injury beyond dementia-related changes. Here, NEFL is linked to delirium.