Skip to content
#protein folding Open access

Integrated pituitary adaptations to the low estrogen state

Oct 2026 · Frontiers in Endocrinology · 0 citations · 78 references
Hypothalamic control of reproductive hormones

Abstract

Estrogen’s broad trophic effects on anterior pituitary function are not fully understood. The compound 4-vinyl cyclohexene diepoxide (VCD) induces early ovarian failure and reduced E2 production, which may differentially affect anterior pituitary cells. We recently identified transcriptomic changes in pituitary gonadotropes at the single-cell level in females treated with VCD for 20 days, which were acyclic, with low serum estradiol (E2) levels and 8-12-fold increases in gonadotropins 138 days later. We tested vehicle-control and VCD-treated female mice in metabolic cages and assayed serum hormone levels by EIA, and pituitary cell transcripts by qRT-PCR and single-cell RNA-seq. VCD-treated mice showed normal metabolic health. Compared with controls, VCD-treated females exhibited a 5-fold elevation in serum pituitary thyroid-stimulating hormone (TSH) levels and near-normal thyroid hormone levels. Pituitary Tshb mRNA levels were reduced, and pituitary Gh, Prl , and Pomc mRNA levels were unchanged. Serum growth hormone (GH) levels were higher in VCD-treated mice than in controls 62 days after the start of treatment (perimenopause) and then reduced to control levels after 118–138 days. Ingenuity Pathway Analyses (IPA) of upregulated differentially expressed gene (DEG) transcripts predicted activation of G protein-mediated signaling pathways in one scRNA-seq somatotrope subcluster and in the thyrotrope and lactotrope clusters. In contrast, downregulated DEGs in corticotropes and the remaining two somatotrope clusters predicted downregulation of critical signaling pathways. The unchanged pituitary Gh, Prl , and Pomc mRNA levels correlated with unchanged serum levels. The interim rise in serum GH 62 days after treatment agrees with reports of perimenopausal responses due to estrogen spikes. Reduced pituitary Tshb correlates with the recently reported reduced expression in gonadotropes. IPA analysis of upregulated DEGs in thyrotrope clusters predicted the activation of canonical signaling pathways that support elevated serum TSH levels. The near-normal thyroid hormone levels suggest subclinical hypothyroidism in menopausal women. Downregulated DEGs in corticotropes and in two somatotrope subclusters predicted compromised stress and metabolic responses. Finally, reduced multihormone gene expression suggested compromised plasticity in a low-estrogen environment. These different responses to a sustained low-estrogen state, such as that seen in menopause, reflect the diversity of estrogen’s trophic actions.

Read PDF

Similar papers

#computer vision Review Open access May 2015

A survey study on major technical barriers affecting the decision to adopt cloud services

The comparison of adopter and non-adopter sample reveals three potential adoption inhibitor, security, data privacy, and portability, which underlines the importance of the technical and security perspectives for research investigating the adoption of technology.

Nattakarn Phaphoom, Xiaofeng Wang, S. Samuel et al. · 111 citations · ⚡8
#computer vision Open access Feb 2018

Lean Internal Startups for Software Product Innovation in Large Companies: Enablers and Inhibitors

This study investigates how Lean internal startup facilitates software product innovation in large companies and identifies its enablers and inhibitors, and shows the potential of the method-in-action framework to investigate the Lean startup approach in non-startup context.

Henry Edison, Nina M. Smørsgård, Xiaofeng Wang et al. · 78 citations · ⚡6
#computer vision Book Open access Jul 2015

Understanding the affect of developers: theoretical background and guidelines for psychoempirical software engineering

This paper highlights the challenges to conduct proper affect-related studies with psychology, provides a comprehensive literature review in affect theory, and proposes guidelines for conducting psychoempirical software engineering.

D. Graziotin, Xiaofeng Wang, P. Abrahamsson · 56 citations · ⚡4
#machine learning Open access May 2017

What Influences the Speed of Prototyping? An Empirical Investigation of Twenty Software Startups

This study conducts a multiple case study on twenty European software startups and proposes a prototype-centric learning model in early stage software startups, and identifies factors that occur as barriers but also facilitators for prototyping in earlystage software startups.

Anh Nguyen-Duc, Xiaofeng Wang, P. Abrahamsson · 44 citations · ⚡5
#protein folding Open access Sep 2026

Programmable design of functional proteins from natural language

Pinal, a 16-billion-parameter foundation model that produces protein candidates from natural-language functional descriptions, supports natural language as a high-level interface for candidate generation in protein design, enabling programmable exploration with reduced reliance on manually specified structural or seque...

Fengyuan Dai, Shiyang You, Yudian Zhu et al. · 31 citations · ⚡3

Related blog posts

Google DeepMind Blog Sep 30, 2026

Introducing SynthID Bio

Proof of concept for watermarking AI-generated proteins while preserving biological function.

MIT News · Artificial Intelligence Aug 27, 2026

Looking beyond natural sequences

A new machine-learning framework aims to improve the success rate of computational protein design while moving away from results that reproduce sequences found in nature.

We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.