Plasma glial fibrillary acidic protein and neurofilament light chain in behavioural variant frontotemporal dementia and primary psychiatric disorders
Eratne, D.; Kang, M.; Lewis, C.; Dang, C.; Malpas, C.; Ooi, S.; Brodtmann, A.; Darby, D.; Zetterberg, H.; Blennow, K.; Berk, M.; Dean, O.; Bousman, C.; Thomas, N.; Everall, I.; Pantelis, C.; Wannan, C.; Cicognola, C.; Hansson, O.; Janelidze, S.; Santillo, A.; Velakoulis, D.; The MiND Study Group,
Show abstract
ObjectiveTimely, accurate distinction between behavioural variant frontotemporal dementia (bvFTD) and primary psychiatric disorders (PPD) is a clinical challenge. Blood biomarkers such as neurofilament light chain (NfL) and glial fibrillary acidic protein (GFAP) have shown promise. Prior work has shown NfL helps distinguish FTD from PPD. Few studies have assessed NfL together with GFAP. MethodsWe investigated plasma GFAP and NfL levels in participants with bvFTD, bipolar affective disorder (BPAD), major depressive disorder (MDD), treatment-resistant schizophrenia (TRS), healthy controls (HC), adjusting for age and sex. We compared ability of GFAP and NfL to distinguish bvFTD from PPD. ResultsPlasma GFAP levels were significantly (all p<0.001) elevated in bvFTD (n=22, mean (M)=273pg/mL) compared to BPAD (n=121, M=96pg/mL), MDD (n=42, M=105pg/mL), TRS (n=82, M=67.9pg/mL), and HC (n=120, M=76.8pg/mL). GFAP distinguished bvFTD from all PPD with an area under the curve (AUC) of 0.85, 95% confidence interval [0.76, 0.95]. The optimal cut-off of 105pg/mL was associated with 73% specificity and 86% sensitivity. NfL had AUC 0.95 [0.91, 0.99], 13.3pg/mL cut-off, 88% specificity, 86% sensitivity, and was superior to GFAP (p=0.02863) and combination of GFAP and NfL (p=0.04726). ConclusionsThis study found elevated GFAP levels in bvFTD compared to a large cohort of PPD, but NfL levels exhibited better performance in this distinction. These findings extend the literature on GFAP in bvFTD and build evidence for plasma NfL as a useful biomarker to assist with distinguishing bvFTD from PPD. Utilisation of NfL may improve timely and accurate diagnosis of bvFTD.
Matching journals
The top 8 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Neurofilament light and glial fibrillary acidic protein in mood and anxiety disorders: A systematic review and meta-analysis 93%
- Linking Choroid Plexus Enlargement with Plasma Analyte and Structural Phenotypes in Clinical High Risk for Psychosis: A Multisite Neuroimaging Study 93%
- Metabolomic and Inflammatory Signatures of Symptom Dimensions in Major Depression 92%
Similar papers in this journal
- Atypical response inhibition and error processing in 22q11.2 Deletion Syndrome and Schizophrenia: Towards neuromarkers of disease progression and risk 94%
- Choroid plexus enlargement is associated with neuroinflammation and reduction of blood brain barrier permeability in depression 92%
- Neurometabolite changes in response to antidepressant medication: a systematic review of 1 H-MRS findings 92%
Similar papers in this journal
- Individual-level deviations from normative brain morphology in violence, psychosis, and psychopathy 94%
- Schizophrenia Polygenic Risk Score and 20-Year Course of Illness in Psychotic Disorders 93%
- Dopaminergic Changes in the Subgenual Cingulate Cortex in Dementia with Lewy Bodies Associates with Presence of Depression 93%
Similar papers in this journal
- Interrelations Between Dopaminergic-, GABAergic- and Glutamatergic Neurotransmitters in Antipsychotic-Naïve Psychosis Patients and the Association to Initial Treatment Response 95%
- Cerebral cortical alterations in adolescent early-onset psychosis: a surface-based morphometry mega-analysis 94%
- On the Proportion of Patients Who Experience a Prodrome Prior to Psychosis Onset - A Systematic Review and Meta-analysis 94%
Similar papers in this journal
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.