Evidence map›Paper›PMID 41665627›Full record

ReviewEuropean journal of psychotraumatology2026

Immune-related biomarkers for major depressive disorder identified via integrated bioinformatics and machine learning.

Yu Zhang, Ping Wu, Zeng Nie, Zhuo Liu

Abstract readReview
PubMed Full text at PMC Publisher
In one paragraph

Review in European journal of psychotraumatology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

4 authors.

Yu ZhangHunan Provincial Hospital of Integrated Traditional Chinese and Western Medicine (The Affiliated Hospital of Hunan Academy of Traditional Chinese Medicine), Changsha, People's Republic of China.
Ping WuChangde Hospital, Xiangya School of Medicine, Central South University (The First People's Hospital of Changde City), Changde, People's Republic of China.
Zeng NieCollege of Traditional Chinese Medicine, Changsha Medical University, Changsha, People's Republic of China.
Zhuo LiuHunan Provincial Hospital of Integrated Traditional Chinese and Western Medicine (The Affiliated Hospital of Hunan Academy of Traditional Chinese Medicine), Changsha, People's Republic of China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Computational BiologyMachine LearningMajor Depressive DisorderAnimalsBiomarkersGene Expression ProfilingHumansRatsTacrolimus Binding Protein 5Tacrolimus Binding ProteinsBiomarkersTacrolimus Binding Protein 5Tacrolimus Binding Proteinsaprendizaje automáticobioinformáticabioinformaticsexpresión génicagene expressionimmunityinmunidadmachine learningMajor depressive disordersecuenciación de ARN de célula únicasingle-cell RNA sequencingTrastorno depresivo mayor

Identifiers

PMID41665627
PMCPMC12893177

What OpenQuestion holds

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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.