Evidence map›Paper›PMID 42343567›Full record

ArticleEndocrinology2026

Discovery proteomics identification of factors contributing to gonadotropin β expression.

Rebecca E Ruggiero-Ruff, Brandon H Le, Djurdjica Coss

Abstract read
In one paragraph

Article in Endocrinology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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.

Rebecca E Ruggiero-RuffDivision of Biomedical Sciences; School of Medicine, University of California, Riverside, CA 92521, USA.ORCID 0000-0001-9093-0233
Brandon H LeDepartment of Botany and Plant Sciences, University of California, Riverside, CA 92521, USA.ORCID 0000-0001-8651-2186
Djurdjica CossDivision of Biomedical Sciences; School of Medicine, University of California, Riverside, CA 92521, USA.ORCID 0000-0003-0692-1612

Funding

The Role of AP1 Family Members in Hormone Gene ExpressionR01HD091167 · NICHD · UNIVERSITY OF CALIFORNIA RIVERSIDE · PI COSS, DJURDJICA · 2018 to 2022
$1.7M
Acquisition of a Scalable Storage Cluster for Data Intensive NIH ResearchS10OD016290 · OD · UNIVERSITY OF CALIFORNIA RIVERSIDE · PI GIRKE, THOMAS · 2014 to 2014
$593k
Mechanisms of FMR1 gene-mediated reproductive disordersR21HD117177 · NICHD · UNIVERSITY OF CALIFORNIA RIVERSIDE · PI COSS, DJURDJICA · 2025 to 2025
$426k
Innate immune pathways underlying sexual dimorphism in obesity pathogenesisR21AI180561 · NIAID · UNIVERSITY OF CALIFORNIA RIVERSIDE · PI COSS, DJURDJICA, NAIR, MEERA GOH · 2024 to 2025
$407k
NIAIDNIAID NIH HHS R21 AI180561NICHD NIH HHS R01 HD091167NICHD NIH HHS R21 AI180561NICHD NIH HHS R21 HD117177NIH HHS S10 OD016290
6 · The paper itself

Abstract

Luteinizing hormone (LH) and follicle-stimulating hormone (FSH), critical for reproduction, are heterodimers of a common α subunit and unique β subunits that are limiting components in the mature hormone synthesis. GnRH from the hypothalamus regulates synthesis of LH and FSH β-subunits. Previous studies identified signaling pathways and transcription factors that mediate GnRH induction of β-subunits. However, these studies do not fully explain gonadotrope responsiveness to GnRH or mechanisms of how a single hormone can regulate 2 β-subunits differentially. We postulated additional transcription factors, coactivators, or corepressors, that are awaiting identification. To provide novel candidates, we used discovery proteomics of protein complexes that associate with gonadotropin β promoters regions that contain GnRH-responsive elements, and protein complexes that interact with transcription factors that are activated by GnRH to induce gonadotropin β genes. Data are available via ProteomeXchange with identifier PXD075636. Using computational tools, such as Intervene and Tidyproteomics, we compare and contrast proteins in complexes to identify coactivators or corepressors that may be unique or in common for both gonadotropin β subunit transcriptional upregulation or repression, novel transcription factors, and proteins that may regulate both gonadotropin β gene expression, proteins specific to each promoter, and proteins that are recruited via interaction with intermediate GnRH-induced transcription factors. Our studies can serve as a resource to interrogate potential candidates in cell cultures and in vivo for their roles in gonadotropin β expression. Understanding the mechanisms whereby GnRH regulates gonadotropin hormone levels will provide insight into the physiology and pathophysiology of the reproductive system.

Indexed as

Follicle Stimulating Hormone, beta SubunitLuteinizing Hormone, beta SubunitProteomicsAnimalsGene Expression RegulationGonadotropin-Releasing HormoneHumansHypothalamic-Pituitary-Gonadal AxisPromoter Regions, GeneticTranscription FactorsFollicle Stimulating Hormone, beta SubunitGonadotropin-Releasing HormoneLuteinizing Hormone, beta SubunitTranscription Factorsdiscovery proteomicsgonadotropinslabel-free quantification

Identifiers

PMID42343567
PMCPMC13370834

What OpenQuestion holds

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Registered trials

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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.