A Population-Based Study of Plasma Metabolomic Profiles of Persistent Tinnitus Identifies Candidate Biomarkers
Zeleznik, O. A.; Welling, D. B.; Stankovic, K.; Frueh, L.; Balasubramanian, R.; Curhan, G. G.; Curhan, S. G.
Show abstract
Tinnitus, the perception of sound without the corresponding external stimulus, currently affects 15% of the US population. There is a critical need to unravel the heterogeneous etiologies underlying tinnitus and identify tailored treatment targets. Metabolomic studies have elucidated biological pathways underlying several neurodegenerative disorders and could identify metabolic perturbations that influence tinnitus development. We conducted the first large-scale metabolomic study to identify novel tinnitus biomarkers. We cross-sectionally evaluated plasma metabolite profiles and persistent tinnitus among 6477 women (488 with daily tinnitus [≥]5 minutes and 5989 controls). A broad array of 466 metabolites was measured using liquid-chromatography mass spectrometry. Logistic regression was used to estimate odds ratios (OR, per 1 SD increase in metabolite values) and 95% confidence intervals (CI) for each individual metabolite while Metabolite Set Enrichment Analysis (MSEA) was used to identify metabolite classes enriched for associations with tinnitus; all models were adjusted for multiple comparisons. Compared with controls, homocitrulline (OR(95%CI)=1.32(1.16-1.50), C38:6 phosphatidylethanolamine (PE; 1.24(1.12-1.38)), C52:6 triglyceride (TAG; 1.22(1.10-1.36)), C36:4 PE (1.22(1.1-1.35)), C40:6 PE (1.22(1.09-1.35)), and C56:7 TAG (1.21(1.09-1.34)) were positively associated, whereas alpha-keto-beta-methylvalerate (0.68(0.56-0.82)) and levulinate (0.60(0.46-0.79)) were inversely associated with tinnitus (adjusted-p<0.05). Among metabolite classes, TAGs, PEs, and diglycerides (DAGs) were positively associated, while phosphatidylcholine (PC) plasmalogens, lysophosphatidylcholines (LPC), and cholesteryl esters were inversely associated with tinnitus (false discovery rate <0.05). This study identified novel plasma metabolites and metabolite classes that were significantly associated with persistent tinnitus. These findings extend our current understanding of tinnitus and could inform investigations of therapeutic targets for this challenging disorder.
Matching journals
The top 16 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Increased basal ganglia volume in older adults with tinnitus 94%
- Serum metabolomic biomarkers of perceptual speed in cognitively normal and mildly impaired subjects with fasting state stratification 94%
- Development and Validation of a Metabolite Index for Obstructive Sleep Apnea across Race/Ethnicities 92%
Similar papers in this journal
- Fatty acid dysregulation in the anterior cingulate cortex of depressed suicides with a history of child abuse 92%
- Developmental changes in cerebral NAD and neuroenergetics of an antioxidant compromised mouse model of schizophrenia 91%
- Alterations in Acylcarnitines, Amines, and Lipids Inform about Mechanism of Action of Citalopram/Escitalopram in Major Depression 91%
Similar papers in this journal
- Genetic and environmental determinants of variation in the plasma lipidome of older Australian twins 93%
- Ontogeny of plasma lipid metabolism in pregnancy and early childhood: a longitudinal population study 93%
- Machine learning and biological validation identify sphingolipids as key mediators of paclitaxel-induced neuropathy in cancer patients 92%
Similar papers in this journal
- Cold exposure induces dynamic changes in circulating triacylglycerol species, which is dependent on intracellular lipolysis: a randomized cross-over trial 92%
- Transcriptome and fatty-acid signatures of adipocyte hypertrophy and its non-invasive MR-based characterization in human adipose tissue 90%
- Steroid Hormone Biosynthesis and Dietary Related Metabolites associated with Excessive Daytime Sleepiness 89%
Similar papers in this journal
- Do mass-spectrometry-derived metabolomics improve prediction of pregnancy-related disorders? Findings from a UK birth cohort with independent validation 90%
- Maternal dietary deficiencies in folic acid and choline change metabolites levels in offspring after ischemic stroke 90%
- Optimized Mass Spectrometry Detection of Thyroid Hormones and Polar Metabolites in Rodent Cerebrospinal Fluid 90%
"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.