Evidence map›Paper›PMID 41034919›Full record

ArticleMolecular brain2025

Integrated molecular data analysis confirms PDK1 as a candidate risk factor in ALS pathophysiology.

Yuqian Liu, Ruiyun Guo, Ni Wang, Yue Yang, Jialu Li, Danyang Jing, Ruoyan Cui, Runchao Ma, Jun Ma

Abstract read
In one paragraph

Article in Molecular brain, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

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3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Review
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4 · The record

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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

9 authors.

Yuqian LiuHebei Medical University-Galway University Stem Cell Research Center, Hebei Medical University, Shijiazhuang, 050017, Hebei Province, China.
Ruiyun GuoHebei Medical University-Galway University Stem Cell Research Center, Hebei Medical University, Shijiazhuang, 050017, Hebei Province, China.
Ni WangHebei Medical University-Galway University Stem Cell Research Center, Hebei Medical University, Shijiazhuang, 050017, Hebei Province, China.
Yue YangHebei Medical University-Galway University Stem Cell Research Center, Hebei Medical University, Shijiazhuang, 050017, Hebei Province, China.
Jialu LiHebei Research Center for Stem Cell Medical Translational Engineering, Hebei Medical University, Shijiazhuang, 050017, Hebei Province, China.
Danyang JingHebei Research Center for Stem Cell Medical Translational Engineering, Hebei Medical University, Shijiazhuang, 050017, Hebei Province, China.
Ruoyan CuiHebei Research Center for Stem Cell Medical Translational Engineering, Hebei Medical University, Shijiazhuang, 050017, Hebei Province, China.
Runchao MaHebei Research Center for Stem Cell Medical Translational Engineering, Hebei Medical University, Shijiazhuang, 050017, Hebei Province, China.
Jun MaHebei Medical University-Galway University Stem Cell Research Center, Hebei Medical University, Shijiazhuang, 050017, Hebei Province, China. junmahmu@hebmu.edu.cn.ORCID 0000-0003-2843-0769

Funding

Hebei Province International Science and Technology Cooperation Key Project 25292401Dthe Hebei Medical University Chunyu Project CYQD2023005the Industry-University-Research Project of Universities Stationed in Hebei in collaboration with Shijiazhuang 241200073Athe Natural Science Foundation of Hebei Province H2023206266
6 · The paper itself

Abstract

Combining cellular, animal, and MR analyses from three independent cohorts, we identified PDK1 as a consistent risk factor for ALS development, highlighting its potential as a therapeutic target. To further elucidate PDK1's pathogenic mechanisms, we conducted transcriptomic profiling. Samples were stratified into PDK1 high- and low-expression groups. GO and KEGG analyses demonstrated that upregulated DEGs were enriched in pathways involving β-CATENIN, cell adhesion and Ribosome, suggesting a potential role for WNT/β-catenin signaling activation in ALS pathogenesis. To further validate the consistent risk association of PDK1 with ALS across multiple datasets, we utilized 4-month-old SOD1G93A transgenic mice, 4-month-old C9orf72 transgenic mice, and SOD1-overexpressing HEK293T cells. Significant upregulation of PDK1 mRNA was observed in all models, and a significant increase in protein abundance was found in SOD1G93A. This provides strong experimental evidence for the results of the MR study. These results indicate that PDK1 may affect the pathogenesis of amyotrophic lateral sclerosis through genetic variations and transcriptional dysregulation, and may play an important role in the occurrence and development of the disease.

Indexed as

3-Phosphoinositide-Dependent Protein KinasesAmyotrophic Lateral SclerosisGenetic Predisposition to DiseasePyruvate Dehydrogenase Acetyl-Transferring KinaseAnimalsGene Expression ProfilingGene OntologyHEK293 CellsHumansMiceMice, TransgenicRisk FactorsRNA, Messenger3-Phosphoinositide-Dependent Protein KinasesPDK1 protein, humanPyruvate Dehydrogenase Acetyl-Transferring KinaseRNA, MessengerAmyotrophic lateral sclerosisCell transfectioneQTLOxidative stressPDK1pQTLTranscriptome analysis

Identifiers

PMID41034919
PMCPMC12486756

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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.