Immunometabolic Blood Biomarkers of Developmental Trajectories of Depressive Symptoms: Findings From the ALSPAC Birth Cohort
Tsang, R. S. M.; Stow, D.; Kwong, A. S. F.; Donnelly, N.; Fraser, H.; Barroso, I. A.; Holmans, P. A.; Owen, M. J.; Wood, M. L.; LINC Consortium, ; van den Bree, M. B. M.; Timpson, N. J.; Khandaker, G. M.
Show abstract
Depression is associated with immunological and metabolic alterations, but immunometabolic characteristics of developmental trajectories of depressive symptoms remain unclear. Studies of longitudinal trends of depressive symptoms in young people could provide insight into aetiological mechanisms and heterogeneity behind depression, and origins of possible common cardiometabolic comorbidities for depression. Using depressive symptoms scores measured on 10 occasions between ages 10 and 25 years in the Avon Longitudinal Study of Parents and Children (n=7302), we identified four distinct trajectories: low-stable (70% of the sample), adolescent-limited (13%), adulthood-onset (10%) and adolescent-persistent (7%). We examined associations of these trajectories with: i) anthropometric, cardiometabolic and psychiatric phenotypes using multivariable regression (n=1709-3410); ii) 67 blood immunological proteins and 57 metabolomic features using empirical Bayes moderated linear models (n=2059 and n=2240 respectively); and iii) 28 blood cell counts and biochemical measures using multivariable regression (n=2256). Relative to the low-stable group, risk of depression and anxiety in adulthood was higher for all other groups, especially in the adolescent-persistent (RRdepression=13.11, 95% CI 9.59-17.90; RRGAD=11.77, 95% CI 8.58-16.14) and adulthood-onset (RRdepression=6.25, 95% CI 4.50-8.68; RRGAD=4.66, 95% CI 3.29-6.60) groups. The three depression-related trajectories vary in their immunometabolic profile, with evidence of little or no alterations in the adolescent-limited group. The adulthood-onset group shows widespread classical immunometabolic changes (e.g., increased immune cell counts and insulin resistance), while the adolescent-persistent group is characterised by higher BMI both in childhood and adulthood with few other immunometabolic changes. These findings point to distinct mechanisms and prevention opportunities for adverse cardiometabolic profile in different groups of young people with depression.
Matching journals
The top 6 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Protein associations and protein–metabolite interactions with depressive symptoms and the p-factor 96%
- Role of Inflammation in Depressive and Anxiety Disorders, Affect, and Cognition: Genetic and Non-Genetic Findings in the Lifelines Cohort Study 95%
- Acylcarnitines metabolism in depression: association with diagnostic status, depression severity and symptom profile in the NESDA cohort 94%
Similar papers in this journal
- Association of Inflammation with Depression and Anxiety: Evidence for Symptom-Specificity and Potential Causality from UK Biobank and NESDA Cohorts 94%
- Longitudinal evolution of the transdiagnostic prodrome to severe mental disorders: a dynamic temporal network analysis informed by natural language processing and electronic health records 93%
Similar papers in this journal
- Glycoprotein Acetyls and Depression: testing for directionality and potential causality using longitudinal data and Mendelian randomization analyses 96%
- Father absence and trajectories of offspring mental health across adolescence and young adulthood: findings from a UK-birth cohort 95%
- Genomics-based identification of a potential causal role for acylcarnitine metabolism in depression 95%
Similar papers in this journal
- Blood Immuno-metabolic Biomarker Signatures of Depression and Affective Symptoms in Young Adults 95%
- Immune-Neuroendocrine Patterning and Response to Stress. A latent profile analysis in the English Longitudinal Study of Ageing 95%
- The association between adiposity and atypical energy-related symptoms of depression: a role for metabolic dysregulations 94%
Similar papers in this journal
- A computational approach to understanding effort-based decision-making in depression 94%
- Metabolomics dissection of depression heterogeneity and related cardiometabolic risk 93%
- The causal role of male pubertal timing for the development of externalizing and internalizing traits: results from Mendelian randomization studies 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.