Psychological Stress-Associated Ceramide and Diacylglyceride Lipotoxicity as Contributors to First Episode Depression Pathophysiology: A neuroimmune-Metabolic-Oxidative Stress (NIMETOX) Perspective
Sirivatanapa, V.; Janta, P.; Vasupanrajit, A.; Tunvirachaisakul, C.; Sriswasdi, S.; Tansawat, R.; Carvalho, A. F.; Zhang, Y.; Maes, M.
Show abstract
Background: Aberrations in neuro-immune, metabolic, and oxidative stress (NIMETOX) pathways are implicated in major depressive disorder (MDD). First-episode simple dysmood disorder (FE-SDMD) without metabolic syndrome offers a unique model to investigate early lipid alterations underlying NIMETOX pathophysiology. Methods: Plasma samples were collected from 88 university students (44 FE-SDMD, 44 healthy controls). Participants underwent comprehensive psychiatric and psychological assessments, including adverse childhood experiences (ACEs), negative life events (NLEs), depression, anxiety, suicidal behaviors, and insomnia. Untargeted lipid profiling was performed using LC-QTOF-MS, while indices of oxidative and nitrosative stress (ONS) and lecithin-cholesterol acyltransferase (LCAT) activity were assessed. Data was analyzed using machine learning approaches with recursive feature elimination and cross-validation. Results: FE-SDMD was characterized by increased ceramides (CER), diacylglycerides (DAG), triacylglycerides (TG), sphingomyelins (SM), bis-monoacylglycerol phosphates (BMP), cholestone, and fatty-acyl amino acids (FAAA). DAG, CER, and BMP were the strongest predictors of depression severity and physiosomatic symptoms, whereas cholestone, CER, and SM predicted suicidal behaviors. These lipid modules, together with lowered LCAT and increased ONS, explained substantial variance in depression severity (46.4%), physiosomatic symptoms (42.4%), cognitive-affective symptoms (37.9%), suicidal behaviors (30.1%), insomnia (32%), and anxiety (19.5%). ACEs and NLEs were strongly associated with CER (p<0.001), DAG (p<0.01), and cholestone (p<0.01). Conclusion: Early-stage MDD is characterized by distinct lipid dysregulations linked to psychosocial stress exposure, oxidative and nitrosative stress, and an indicant of impaired reverse cholesterol transport. These lipid modules may serve as early biomarkers and therapeutic targets in vulnerable populations.
Matching journals
The top 4 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Alterations in Acylcarnitines, Amines, and Lipids Inform about Mechanism of Action of Citalopram/Escitalopram in Major Depression 96%
- Fatty acid dysregulation in the anterior cingulate cortex of depressed suicides with a history of child abuse 95%
- Proteomic insights into mental health status: plasma markers in young adults 95%
Similar papers in this journal
- Acylcarnitine Metabolomic Profiles Inform Clinically-Defined Major Depressive Phenotypes 95%
- Intersections between pneumonia, lowered oxygen saturation percentage and immune activation mediate depression, anxiety and chronic fatigue syndrome-like symptoms due to COVID-19: a nomothetic network approach 94%
- Transdiagnostic neurocognitive deficits in patients with type 2 diabetes mellitus, major depressive disorder, bipolar disorder, and schizophrenia: A 1-year follow-up study 93%
Similar papers in this journal
- Metabolic phenotyping reveals a potential link between elevated faecal amino acids, diet and symptom severity in individuals with severe mental illness 96%
- Divergent transcriptomic profiles in depressed individuals with hyper- and hypophagia implicating inflammatory status 94%
- Neuro-transcriptomic signatures for mood disorder morbidity and suicide mortality 94%
Similar papers in this journal
- Metabolomic and Inflammatory Signatures of Symptom Dimensions in Major Depression 97%
- Reverse cholesterol transport and lipid peroxidation biomarkers in major depression and bipolar disorder: a systematic review and meta-analysis 97%
- Proteomic evidence of depression-associated astrocytic dysfunction in the human male olfactory bulb 95%
Similar papers in this journal
- The recurrence of illness (ROI) index is a key factor in major depression that indicates increasing immune-linked neurotoxicity and vulnerability to suicidal behaviors. 95%
- Potential Benefits of Ketone Therapy as a Novel Immunometabolic Treatment for Schizophrenia 93%
- Evidence for Cytokine Dysregulation in Schizophrenia Spectrum Disorders: A Comparison of Cerebrospinal Fluid and Blood Samples 93%
"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.