Evidence map›Paper›PMID 42072654›Full record

ArticleBiomolecules2026

Metabolomic Profiling of Extracellular Vesicles Reveals Distinct Metabolic Dysregulation and Treatment-Specific Signatures in Depression.

Nikola Balic, Gordana Nedic Erjavec, Marcela Konjevod, Jorge Saiz, Tina Curkovic, Lucija Tudor, Dubravka Svob Strac, Alja Videtic Paska, Julija Smon, Magda Tusek-Znidaric and 8 more

Abstract read
In one paragraph

Article in Biomolecules, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

18 authors.

Nikola BalicDivision of Molecular Medicine, Ruđer Bošković Institute, 10000 Zagreb, Croatia.ORCID 0009-0003-2627-3832
Gordana Nedic ErjavecDivision of Molecular Medicine, Ruđer Bošković Institute, 10000 Zagreb, Croatia.ORCID 0000-0002-0787-9340
Marcela KonjevodDivision of Molecular Medicine, Ruđer Bošković Institute, 10000 Zagreb, Croatia.
Jorge SaizDepartment of Food Science and Technology, College of Agriculture and Environmental Sciences, University of California, Davis, CA 95616, USA.
Tina CurkovicDivision of Molecular Medicine, Ruđer Bošković Institute, 10000 Zagreb, Croatia.
Lucija TudorDivision of Molecular Medicine, Ruđer Bošković Institute, 10000 Zagreb, Croatia.
Dubravka Svob StracDivision of Molecular Medicine, Ruđer Bošković Institute, 10000 Zagreb, Croatia.ORCID 0000-0001-6200-2405
Alja Videtic PaskaInstitute for Biochemistry and Molecular Genetics, Faculty of Medicine, University of Ljubljana, 1000 Ljubljana, Slovenia.ORCID 0000-0002-1182-5417
Julija SmonInstitute for Biochemistry and Molecular Genetics, Faculty of Medicine, University of Ljubljana, 1000 Ljubljana, Slovenia.ORCID 0000-0002-2703-832X
Magda Tusek-ZnidaricNational Institute of Biology Ljubljana, 1000 Ljubljana, Slovenia.
Marina SagudDepartment for Psychiatry and Psychological Medicine, University Hospital Center Zagreb, 10000 Zagreb, Croatia.ORCID 0000-0001-9620-2181
Bjanka Vuksan CusaDepartment for Psychiatry and Psychological Medicine, University Hospital Center Zagreb, 10000 Zagreb, Croatia.
Tea FabijanicDepartment for Emergency Medicine, University Hospital Center Zagreb, 10000 Zagreb, Croatia.
Zrinka PesutVuk Vrhovac University Clinic for Diabetes, Endocrinology and Metabolic Diseases, Merkur University Hospital, 10000 Zagreb, Croatia.ORCID 0000-0002-4192-1485
Biljana Kosanovic RajacicDepartment for Psychiatry and Psychological Medicine, University Hospital Center Zagreb, 10000 Zagreb, Croatia.
Zoran BradasDepartment for Psychiatry and Psychological Medicine, University Hospital Center Zagreb, 10000 Zagreb, Croatia.
Nela PivacDivision of Molecular Medicine, Ruđer Bošković Institute, 10000 Zagreb, Croatia.
Matea Nikolac PerkovicDivision of Molecular Medicine, Ruđer Bošković Institute, 10000 Zagreb, Croatia.ORCID 0000-0002-3113-0778

Funding

Croatian Science Foundation IPS-2022-02-2497The Slovenian Research and Innovation Agency J3-4533The Slovenian Research and Innovation Agency P1-0390
6 · The paper itself

Abstract

Major depressive disorder (MDD) is associated with complex metabolic alterations. In this study, we applied a multiplatform metabolomics approach (GC-MS and LC-MS) to characterize the plasma extracellular vesicle (EV) metabolome in healthy controls (N = 50), responsive MDD patients (N = 60), and patients with treatment-resistant depression (TRD; N = 65). Longitudinal analyses were performed following 8-week treatment with duloxetine (N = 30), bright-light therapy (BLT; N = 30), or esketamine (N = 35). A total of 230 metabolites were identified, with the most pronounced metabolic alterations observed in TRD patients, particularly in lipid, amino acid, and energy metabolism pathways. Elevated lysophospholipids and fatty acids in TRD suggested dysregulated lipid metabolism and inflammatory processes. All treatments resulted in clinical improvement, accompanied by partial normalization of metabolic profiles. Duloxetine treatment was associated with modulation of amino acid and glycerophospholipid metabolism, including increases in tryptophan-related metabolites and normalization of specific lipid species. BLT primarily reduced lysophospholipids and mannose levels, while esketamine modulated metabolites related to lipid turnover, short-chain fatty acids, carbohydrate metabolism, and neuroendocrine function, including increased thyrotropin-releasing hormone levels. These findings support the concept that TRD represents a biologically distinct and more metabolically dysregulated subtype of depression and highlight EV-based metabolomics as a promising approach for elucidating disease and treatment mechanisms.

Indexed as

Depressive Disorder, Treatment-ResistantExtracellular VesiclesMajor Depressive DisorderMetabolomeMetabolomicsAdultAntidepressive AgentsDuloxetine HydrochlorideFemaleHumansKetamineMaleMiddle AgedAntidepressive AgentsDuloxetine HydrochlorideKetaminebright-light therapyduloxetineesketamineextracellular vesiclesMDDmetabolomicsTRDtreatment

Identifiers

PMID42072654
PMCPMC13113742

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.