Evidence map›Paper›PMID 42651826›Full record

ArticleCurrent issues in molecular biology2026

Integrative Transcriptomics and Mendelian Randomization Identify

Zhiyun Cheng, Ruyu Bai, Yong Diao

Abstract read
In one paragraph

Article in Current issues in molecular biology, 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.

Zhiyun ChengSchool of Medicine, Huaqiao University, Quanzhou 362021, China.
Ruyu BaiSchool of Medicine, Huaqiao University, Quanzhou 362021, China.
Yong DiaoSchool of Medicine, Huaqiao University, Quanzhou 362021, China.ORCID 0000-0002-0633-1906

Funding

High level Talent Innovation and Entrepreneurship Project of Quanzhou 2022C006Rthe major and Special Projects of Fujian Province 2020NZ010008
6 · The paper itself

Abstract

Alzheimer's disease (AD) has a complex pathogenesis, involving molecular and neuroimmune dysregulation, but the causal drivers linking transcriptomic changes to immune remodeling are not yet clear. In a discovery cohort, differential expression analysis was performed, and it was independently validated in two external cohorts. Key genes were prioritized via LASSO/logistic regression, functionally annotated, and causally linked to AD using two-sample MR. The neuroimmune landscape was mapped by ssGSEA, and top candidates were validated in vitro.

Indexed as

Alzheimer’s diseaseimmune microenvironmentMendelian randomizationneuroinflammationRGS1

Identifiers

PMID42651826
PMCPMC13511232

What OpenQuestion 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 OpenQuestion graph.