Evidence mapPaperPMID 41233666Full record

ArticleMammalian genome : official journal of the International Mammalian Genome Society2025

Exploring the mediating role of potential therapeutic genes in the pathogenesis of hypopituitarism through the metabolites from a genomic perspective.

Yesheng Sun, Ying Zhang, Tengfei Luan, Ruichun Li, Dongpeng Cai, Wei Zhang

Abstract read
PubMed Publisher
In one paragraph

Article in Mammalian genome : official journal of the International Mammalian Genome Society, 2025. 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

6 authors.

Yesheng SunDivision of Cellular Neurobiology, Zoological Institute, TU Braunschweig, Braunschweig, Germany.
Ying ZhangDepartment of Medical Education and Research , Southern Medical University Hospital of Integrated Traditional Chinese and Western Medicine , Guangzhou, China.
Tengfei LuanExperimental Neurology Group, Formed , University of Giessen , Giessen, Germany.
Ruichun LiDepartment of Neurosurgery , First Affiliated Hospital of Guangdong Pharmaceutical University , Guangzhou, China.
Dongpeng CaiDepartment of Neurosurgery , First Affiliated Hospital of Guangdong Pharmaceutical University , Guangzhou, China.
Wei ZhangTeaching Quality Monitoring and Evaluation Center , Guangdong Pharmaceutical University , Guangzhou, China. pituitarycell@outlook.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Hypopituitarism is a severe endocrine disorder characterized by a partial or complete hormone deficiency in the anterior or posterior pituitary gland. Current treatment relies on hormone replacement therapy, which is unable to mimic normal physiological circadian rhythm precisely, and long-term hormone replacement therapy can result in a variety of adverse effects. This study aimed to identify potential drug targets and clarify the mechanisms underlying hypopituitarism. To identify potential therapeutic targets for hypopituitarism, summary statistics from expression quantitative trait loci (eQTL) datasets, serum and cerebrospinal fluid (CSF) metabolites, and hypopituitarism genome-wide association study (GWAS) data were integrated for analysis. Two-sample Mendelian randomization (MR) analysis was performed to identify causal genes associated with hypopituitarism. Subsequently, the relationship between serum and CSF metabolites and hypopituitarism was investigated. Finally, a two-step MR analysis explored the mediation of these metabolites in the causal gene-hypopituitarism pathway, quantifying both direct and mediation effects. A total of 20 genes associated with hypopituitarism were identified, with RMI2, UBAC1, and GLIPR1 further validated by Bayesian colocalization, and the causal relationship between CHST13, GABPB1-AS1, GLIPR1L2, RNF14, and hypopituitarism was confirmed by summary data-based MR (SMR) and HEIDI analysis. Additionally, 34 serum metabolites and 8 CSF metabolites were causally associated with hypopituitarism. Furthermore, mediation MR analysis demonstrated that 1-Methyl-4-imidazoleacetate was the only mediator, explaining 4.35% (P = 0.049) of the total effect of UBAC1 on increased hypopituitarism susceptibility. This study identified RMI2, UBAC1, CHST13, GABPB1-AS1, GLIPR1L2, RNF14, and GLIPR1 as potentially causal genes in the pathogenesis of hypopituitarism. Furthermore, UBAC1-mediated regulation of serum metabolites may contribute to promoting hypopituitarism progression, indicating that UBAC1 is a candidate gene warranting further functional validation. Future directions could include assessing UBAC1 expression in pituitary/hypothalamus single-cell RNA-seq or in vivo models.

Indexed as

HypopituitarismGenetic Predisposition to DiseaseGenome-Wide Association StudyGenomicsHumansMendelian Randomization AnalysisPolymorphism, Single NucleotideQuantitative Trait Loci

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.