Back

Are abnormalities in lipid metabolism, together with adverse childhood experiences, the silent causes of immune-linked neurotoxicity in major depression?

Maes, M.; Jirakran, K.; Vasupanrajit, A.; Zhou, B.; Tunvirachaisakul, C.; Stoyanov, D. S.; Almulla, A. F.

2024-02-21 psychiatry and clinical psychology
10.1101/2024.02.20.24302841 medRxiv
Show abstract

BackgroundSevere or recurring major depression is associated with increased adverse childhood experiences (ACEs), heightened atherogenicity, and immune-linked neurotoxicity (INT). Nevertheless, the interconnections among these variables in outpatient of major depression (OMDD) have yet to be determined. ObjectivesDetermine the correlations among INT, atherogenicity, and ACEs in 66 OMDD patients (of whom thirty-three had metabolic syndrome, MetS) and sixty-seven controls (31 of whom had MetS). ResultsThe free cholesterol/reverse cholesterol transport ratio, apolipoprotein (Apo) B and E, and a comprehensive atherogenicity index were all significantly associated with increased INT in OMDD subjects without MetS. ACEs were substantially correlated with INT in patients with MetS. INT (only in MetS) and atherogenicity indices (only in people without MetS) were significantly associated with the clinical phenome features of OMDD, including the recurrence of illness (ROI, including lifetime suicidal behaviors), the lifetime phenome (neuroticism + lifetime anxiety disorders and dysthymia), and the current phenome (including current suicidal behaviors). A significant proportion of the variability (58.3%) in the lifetime + current phenome could be accounted for by INT, interactions between INT and atherogenicity (labeled "atherommune index"), ApoE, three ACE subtypes (all positively correlated), and age (inversely correlated). A single validated latent construct could be extracted from ROI, lifetime phenome, current phenome, INT, and atherommune index. 36.1% of this factors variance was accounted for by three ACE subtypes. DiscussionWe have developed a novel OMDD model, namely a pathway phenotype, labeled the "atherommune-phenome," which demonstrates that the interplay between INT and atherogenicity is essential to OMDD.

Matching journals

The top 8 journals account for 50% of the predicted probability mass.

50% of probability mass above

"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.