Evidence map›Paper›PMID 42552301›Full record

ArticleCell discovery2026

Single-cell atlas of reproductive endocrine organs reveals transcriptomic responses to type 1 diabetes mellitus in nonhuman primates.

Zheng-Hui Zhao, Ning Xu, Xue-Ying Chen, Cheng-Yan Zhuo, Yong Lu, Ang Li, Qiang Sun, Xiang-Hong Ou, Qing-Yuan Sun

Abstract read
In one paragraph

Article in Cell discovery, 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

9 authors.

Zheng-Hui Zhao *Guangdong Provincial Engineering Research Center of Reproductive Health and Transgenerational Genetic Disease Prevention; Guangzhou Key Laboratory of Metabolic Diseases and Reproductive Health; Guangdong-Hong Kong Metabolism & Reproduction Joint Laboratory, Reproductive Medicine Center, The Affiliated Guangdong Second Provincial General Hospital of Jinan University, Guangzhou, Guangdong, China.
Ning Xu *Institute of Neuroscience, Center for Excellence in Brain Science and lntelligence Technology, State Key Laboratory of Neuroscience, Chinese Academy of Sciences, Shanghai, China.
Xue-Ying Chen *Guangdong Provincial Engineering Research Center of Reproductive Health and Transgenerational Genetic Disease Prevention; Guangzhou Key Laboratory of Metabolic Diseases and Reproductive Health; Guangdong-Hong Kong Metabolism & Reproduction Joint Laboratory, Reproductive Medicine Center, The Affiliated Guangdong Second Provincial General Hospital of Jinan University, Guangzhou, Guangdong, China.
Cheng-Yan Zhuo *Guangdong Provincial Engineering Research Center of Reproductive Health and Transgenerational Genetic Disease Prevention; Guangzhou Key Laboratory of Metabolic Diseases and Reproductive Health; Guangdong-Hong Kong Metabolism & Reproduction Joint Laboratory, Reproductive Medicine Center, The Affiliated Guangdong Second Provincial General Hospital of Jinan University, Guangzhou, Guangdong, China.
Yong LuInstitute of Neuroscience, Center for Excellence in Brain Science and lntelligence Technology, State Key Laboratory of Neuroscience, Chinese Academy of Sciences, Shanghai, China.
Ang LiGuangdong Provincial Engineering Research Center of Reproductive Health and Transgenerational Genetic Disease Prevention; Guangzhou Key Laboratory of Metabolic Diseases and Reproductive Health; Guangdong-Hong Kong Metabolism & Reproduction Joint Laboratory, Reproductive Medicine Center, The Affiliated Guangdong Second Provincial General Hospital of Jinan University, Guangzhou, Guangdong, China.
Qiang SunInstitute of Neuroscience, Center for Excellence in Brain Science and lntelligence Technology, State Key Laboratory of Neuroscience, Chinese Academy of Sciences, Shanghai, China. qsun@ion.ac.cn.ORCID http://orcid.org/0000-0002-3359-9465
Xiang-Hong OuGuangdong Provincial Engineering Research Center of Reproductive Health and Transgenerational Genetic Disease Prevention; Guangzhou Key Laboratory of Metabolic Diseases and Reproductive Health; Guangdong-Hong Kong Metabolism & Reproduction Joint Laboratory, Reproductive Medicine Center, The Affiliated Guangdong Second Provincial General Hospital of Jinan University, Guangzhou, Guangdong, China. ouxh@gd2h.org.cn.
Qing-Yuan SunGuangdong Provincial Engineering Research Center of Reproductive Health and Transgenerational Genetic Disease Prevention; Guangzhou Key Laboratory of Metabolic Diseases and Reproductive Health; Guangdong-Hong Kong Metabolism & Reproduction Joint Laboratory, Reproductive Medicine Center, The Affiliated Guangdong Second Provincial General Hospital of Jinan University, Guangzhou, Guangdong, China. sunqy@gd2h.org.cn.ORCID http://orcid.org/0000-0002-0148-2414

Funding

National Natural Science Foundation of China (National Science Foundation of China) 82401895National Natural Science Foundation of China (National Science Foundation of China) 82530050
6 · The paper itself

Abstract

Type 1 diabetes mellitus characterized by insulin deficiency and hyperglycemia is associated with female subfertility. However, how hyperglycemia affects the hypothalamic-pituitary-ovarian-uterine axis remains poorly understood. In this study, we performed single-cell transcriptomic profiling of the hypothalamus, pituitary, ovary and uterus during the proliferative phase of the menstrual cycle in type 1 diabetic macaques to systematically characterize changes in tissue-specific cellular heterogeneity, gene expression, and intercellular communication networks under diabetic conditions. Our analysis revealed significant upregulation of the TNF signaling pathway across multiple tissues, concomitant with marked activation of inflammation-related pathways. Notably, the macrophage migration inhibitory factor signaling pathway exhibited a tissue-specific regulatory pattern, being significantly upregulated in the hypothalamus and pituitary but downregulated in the ovary and uterus, suggesting divergent inflammatory modulation along the reproductive endocrine axis in response to diabetes. Moreover, we observed that diabetes leads to reduced FSHR expression during granulosa cell differentiation, and this process is further exacerbated by the upregulated expression of SFRP4, a known antagonist of follicle-stimulating hormone signaling, resulting in diminished granulosa cell responsiveness to follicle-stimulating hormone. Consequently, this dysregulation is correlated with increased FSHB expression in pituitary gonadotropes, likely due to disrupted ovarian feedback signaling. Collectively, our findings provide a comprehensive landscape of cellular and molecular alterations in immune and endocrine compartments in the female reproductive system in diabetic states, advancing our understanding of immune‒endocrine cell crosstalk in the context of metabolic disease.

Identifiers

PMID42552301
PMCPMC13439465

What Socratic holds

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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 Socratic graph.