1. Glycocalyx shedding patterns identifies antipsychotic-naïve patients with first-episode psychosis.
- Author
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Andersen HG, DellaValle B, Bøgehave H, Mogensen PB, Hahn MK, Goth CK, Sørensen ME, Sigvard AK, Tangmose K, Bojesen KB, Nielsen MØ, Tonetto S, Jørgensen ML, Hempel C, Rungby J, Glenthøj BY, Ambrosen KS, and Ebdrup BH
- Subjects
- Humans, Male, Female, Adult, Young Adult, Blood-Brain Barrier metabolism, Adolescent, Psychotic Disorders blood, Psychotic Disorders metabolism, Glycocalyx metabolism, Biomarkers blood, Machine Learning
- Abstract
Psychotic disorders have been linked to immune-system abnormalities, increased inflammatory markers, and subtle neuroinflammation. Studies further suggest a dysfunctional blood brain barrier (BBB). The endothelial Glycocalyx (GLX) functions as a protective layer in the BBB, and GLX shedding leads to BBB dysfunction. This study aimed to investigate whether a panel of 11 GLX molecules derived from peripheral blood could differentiate antipsychotic-naïve first-episode psychosis patients (n47) from healthy controls (HC, n49) and whether GLX shedding correlated with symptom severity. Blood samples were collected at baseline and serum was isolated for GLX marker detection. Machine learning models were applied to test whether patterns in GLX markers could classify patient groups. Associations between GLX markers and symptom severity were explored. Patients showed significantly increased levels of three GLX markers compared to HC. Based on the panel of 11 GLX markers, machine learning models achieved a significant mean classification accuracy of 81%. Post hoc analysis revealed associations between increased GLX markers and symptom severity. This study demonstrates the potential of GLX molecules as immuno-neuropsychiatric biomarkers for early diagnosis of psychosis, as well as indicate a compromised BBB. Further research is warranted to explore the role of GLX in the early detection of psychotic disorders., Competing Interests: Declaration of competing interest 2: BDV, PBM, HB, MLJ, and CH are employees of the company GLX Analytix and BDV and JR are shareholders. GLX Analytix studies glycocalyx shedding in relation to disease. BHE has received lecture fees and/or is part of Advisory Boards of Bristol-Myers Squibb, Eli Lilly and Company, Janssen-Cilag, Otsuka Pharma Scandinavia AB, Takeda Pharmaceutical Company, Boehringer Ingelheim, and Lundbeck Pharma A/S. BYG has been the leader of a Lundbeck Foundation Centre of Excellence for Clinical Intervention and Neuropsychiatric Schizophrenia Research (CINS) (January 2009 – December 2021), which was partially financed by an independent grant from the Lundbeck Foundation based on international review and partially financed by the Mental Health Services in the Capital Region of Denmark, the University of Copenhagen, and other foundations. All grants are the property of the Mental Health Services in the Capital Region of Denmark and administrated by them. MKH has received Alkermes consultant fees. Remaining authors have no conflicts to disclose., (Copyright © 2024. Published by Elsevier B.V.)
- Published
- 2024
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