Evidence map›Paper›PMID 41212305›Full record

ArticleEuropean archives of psychiatry and clinical neuroscience2026

Bidirectional causal association between cathepsins and neuropsychiatric disorders: univariate and multivariate Mendelian randomization study.

Zeyang Li, Lei Jia, Shengnan Huai

Abstract read
PubMed Publisher
In one paragraph

Article in European archives of psychiatry and clinical neuroscience, 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

3 authors.

Zeyang Li *School of Physical Education, Qilu Normal University, Jinan, 250000, Shandong, China.ORCID http://orcid.org/0009-0005-2092-1741
Lei JiaSchool of Physical Education, Qilu Normal University, Jinan, 250000, Shandong, China.ORCID http://orcid.org/0009-0009-9832-6933
Shengnan HuaiDepartment of Neurosurgery, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, 250000, Shandong, China. sdslyy_hsn2025@163.com.ORCID http://orcid.org/0009-0000-9507-8393

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundNeuropsychiatric disorders are among the most common diseases worldwide and are characterized by complex pathogenic mechanisms. Cathepsins (CTS) are crucially involved in the pathogenesis and treatment of numerous diseases. Increasing evidence suggests a relationship between cathepsins and neuropsychiatric disorders. However, the causal associations remain unclear.

methodsWe performed a bidirectional two-sample Mendelian randomization (MR) analysis, applying univariable (UVMR) and multivariable MR (MVMR) to evaluate the causal association between nine cathepsins and five neuropsychiatric disorders. Data for this study were derived from genome-wide association studies (GWAS). The MR analysis primarily used five methods: Inverse Variance Weighted (IVW), Weighted Median Estimator (WME), MR-Egger regression, Simple mode, and Weighted mode. Additionally, sensitivity tests were employed to assess the robustness of the MR results.

resultsMR analyses indicated that CTSH is associated with an increased risk of Alzheimer’s disease (AD) (UVMR: OR, 1.041; 95% CI, 1.013–1.069; p = 0.004; MVMR: OR, 1.040; 95% CI, 1.014–1.066; p = 0.003; replication UVMR: OR, 1.046; 95% CI, 1.014–1.082; p = 0.011). Findings that were significant in only one MR approach, such as the putative causal effects of CTSF on AD and bipolar disorder (BIP), of CTSL2 on major depressive disorder (MDD), and of CTSH and CTSE on Parkinson’s disease (PD) should be interpreted with caution.

conclusionCTSH can be considered a plasma biomarker for AD, offering new insights and potential directions for the prevention and treatment of AD. Additionally, during the treatment of BIP and PD, attention should be paid to CTSF and CTSE expression levels to maintain physiological homeostasis.

Indexed as

Alzheimer DiseaseBipolar DisorderCathepsinsMajor Depressive DisorderMendelian Randomization AnalysisMental DisordersParkinson DiseaseGenetic Predisposition to DiseaseGenome-Wide Association StudyHumansCathepsinsCathepsinsCausal associationMendelian randomizationNeuropsychiatric disorders

Identifiers

What Socratic holds

Textmetadata
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 Socratic graph.