# Blood Metabolic Biomarkers of Occupational Stress in Healthcare Professionals: Discriminating Burnout Levels and the Impact of Night Shift Work

**Authors:** Andreea Petra Ungur, Andreea-Iulia Socaciu, Maria Barsan, Armand Gabriel Rajnoveanu, Razvan Ionut, Carmen Socaciu, Lucia Maria Procopciuc

PMC · DOI: 10.3390/clockssleep7030036 · 2025-07-14

## TL;DR

This study identifies blood metabolic biomarkers linked to occupational stress and burnout in healthcare workers, particularly those working night shifts.

## Contribution

The study provides novel metabolic profiles associated with burnout levels and the impact of night shift work in healthcare professionals.

## Key findings

- Four key metabolic pathways were found to be affected by burnout and night shift work.
- Metabolic biomarkers included lipid metabolism, mitochondrial energy metabolism, and amino acid metabolism.
- The findings suggest potential strategies for managing burnout in healthcare professionals.

## Abstract

Burnout syndrome is characterized mainly by three criteria (emotional exhaustion, depersonalization, and low personal accomplishment), and further exacerbated by night shift work, with profound implications for individual and societal well-being. The Maslach Burnout Inventory survey applied to 97 medical care professionals (with day and night work) revealed different scores for these criteria. Blood metabolic profiles were obtained by UHPLC-QTOF-ESI+-MS untargeted metabolomics and multivariate statistics using the Metaboanalyst 6.0 platform. The Partial Least Squares Discrimination scores and VIP values, Random Forest graphs, and Heatmaps, based on 99 identified metabolites, were complemented with Biomarker Analysis (AUC ranking) and Pathway Analysis of metabolic networks. The data obtained reflected the biochemical implications of night shift work and correlated with each criterion’s burnout scores. Four main metabolic pathways with important consequences in burnout were affected, namely lipid metabolism, especially steroid hormone synthesis and cortisol, the energetic mitochondrial metabolism involving acylated carnitines, fatty acids, and phospholipids as well polar metabolites’ metabolism, e.g., catecholamines (noradrenaline, acetyl serotonin), and some amino acids (tryptophan, tyrosine, aspartate, arginine, valine, lysine). These metabolic profiles suggest potential strategies for managing burnout levels in healthcare professionals, based on validated criteria, including night shift work management.

## Linked entities

- **Chemicals:** cortisol (PubChem CID 5754), fatty acids (PubChem CID 264), noradrenaline (PubChem CID 951), acetyl serotonin (PubChem CID 903), tryptophan (PubChem CID 1148), tyrosine (PubChem CID 1153), aspartate (PubChem CID 5960), arginine (PubChem CID 232), valine (PubChem CID 1182), lysine (PubChem CID 866)

## Full-text entities

- **Diseases:** Burnout (MESH:D002055)
- **Chemicals:** tyrosine (MESH:D014443), lysine (MESH:D008239), aspartate (MESH:D001224), steroid hormone (MESH:D013256), arginine (MESH:D001120), acetyl serotonin (-), phospholipids (MESH:D010743), catecholamines (MESH:D002395), fatty acids (MESH:D005227), amino acids (MESH:D000596), lipid (MESH:D008055), noradrenaline (MESH:D009638), cortisol (MESH:D006854), tryptophan (MESH:D014364)

## Figures

9 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12285947/full.md

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Source: https://tomesphere.com/paper/PMC12285947