# Estradiol treatment induces both shared and unique gene regulation and networks in adipose cell types of gonadectomized obese XX and XY mice

**Authors:** Yutian Zhao, Ruoshui Liu, Jonathan P. Ng, Sophia Yu, In Sook Ahn, Graciel Diamante, Guanglin Zhang, Ariel Thorson, Kelsey P. Schaefers, John M. Stafford, Xia Yang

PMC · DOI: 10.1186/s13293-026-00859-z · Biology of Sex Differences · 2026-02-23

## TL;DR

Estradiol treatment affects fat tissue in male and female mice differently, influencing stem cells and immune cells in ways that could explain sex differences in obesity and metabolic diseases.

## Contribution

This study reveals sex-specific and cell-type-specific effects of estradiol on gene regulation and cell communication in adipose tissue of obese mice.

## Key findings

- Estradiol caused stronger transcriptomic changes in adipose stem cells of female mice compared to males.
- Estradiol reduced inflammation in macrophages of both sexes but with sex-specific immune gene changes.
- Estrogen-responsive genes in mice showed links to human metabolic diseases like diabetes and heart disease.

## Abstract

Obesity is driven by the pathological expansion and accumulation of adipose tissue and demonstrates sex differences. Estradiol (E2) is known to influence fat distribution and metabolism. However, a comprehensive understanding of the sex-specific effect of E2 on individual adipose cell types remains elusive.

We measured adiposity and utilized single-cell RNA sequencing to dissect how E2 affects the molecular processes within gonadal adipose tissue from diet-induced obese, gonadectomized mice of both sexes (XX and XY) through differential gene expression, pathway enrichment, transcription factor enrichment, intracellular and intercellular network modeling, and human disease relevance analysis.

We found striking sex- and cell-type-specific responses to E2 treatment. Accompanying more significant fat reduction under diet-induced obesity in XX mice, adipose stem and progenitor cells (ASPCs) of XX mice exhibited a stronger transcriptomic shift in response to E2 than ASPCs in XY mice, with altered expression of genes related to stemness and lipid metabolism. E2 broadly suppressed extracellular matrix (ECM) genes in both sexes, with more pronounced downregulation of collagen, glycoprotein, and metalloproteinase-related genes in XY preadipocytes, and reduced proteoglycan genes in XX mice. Macrophages also demonstrated heightened sensitivity to E2, showing trends in decreased proportion of lipid-associated macrophages, increased perivascular-like macrophages, and downregulated inflammatory and metabolic pathways in both sexes as well as sex-specific changes in immune genes. Furthermore, we identified strengthened macrophage to ASPC communications in XX mice and differential enrichment patterns of sex-biased E2-altered genes with human metabolic diseases.

Our findings provide a cell-resolution, sex-specific understanding of E2’s profound impact on gonadal adipose tissue remodeling to guide sex-specific therapeutic interventions in obesity.

The online version contains supplementary material available at 10.1186/s13293-026-00859-z.

Estrogen is a sex hormone that plays critical roles in both women and men, regulating not only reproduction but also how the body stores and uses fat. However, how individual types of cells respond to estrogen in females versus males remains unknown. Here, we analyzed how estrogen treatment affects individual cells and genes in visceral fat, the adipose depot surrounding internal organs and is tightly linked to metabolic diseases, in obese female and male mice. Our findings revealed that among the adipose cell types, stem-like cells that can form new fat cells and a specific type of immune cells called macrophages were particularly sensitive to estrogen in both sexes. Estrogen also caused more pronounced changes in females than in males, affecting both the number and the gene expression patterns of these cells. In female fat tissue, estrogen appeared to maintain more stem cells and reduce genes involved in fat cell differentiation and extracellular matrix remodeling. In macrophages of both sexes, estrogen lowered inflammation, though female mice showed additional fine-tuned control of immune and energy-related pathways and enhanced communication between adipose stem cells and macrophages. Lastly, estrogen-responsive genes were also linked to human metabolic disease/traits such as cholesterol levels, diabetes, and heart disease risks. Collectively, our findings support that estrogen shapes visceral fat tissue in a sex- and cell-type specific manner and point to key cell types and biological processes underlying differences in metabolic health and risk between men and women.

The online version contains supplementary material available at 10.1186/s13293-026-00859-z.

Estradiol reduced fat accumulation in both sexes, with a stronger effect in female mice.Single-cell analyses identified adipose stem and progenitor cells (ASPCs) and macrophages in gonadal adipose tissue as the most estrogen-responsive cell types, with prominent changes in cell composition and gene expression.Estrogen altered key biological pathways in a sex- and cell-type dependent manner by enhancing stemness, energy metabolism, and protein synthesis in female ASPCs and modulating immune and metabolic pathways in female macrophages, while broadly reducing inflammation in both sexes.Estrogen enhanced macrophage to ASPC communication in females and estrogen-responsive genes showed sex-specific association with metabolic diseases, providing insight into sex differences in obesity and metabolic disease risk and treatment.

Estradiol reduced fat accumulation in both sexes, with a stronger effect in female mice.

Single-cell analyses identified adipose stem and progenitor cells (ASPCs) and macrophages in gonadal adipose tissue as the most estrogen-responsive cell types, with prominent changes in cell composition and gene expression.

Estrogen altered key biological pathways in a sex- and cell-type dependent manner by enhancing stemness, energy metabolism, and protein synthesis in female ASPCs and modulating immune and metabolic pathways in female macrophages, while broadly reducing inflammation in both sexes.

Estrogen enhanced macrophage to ASPC communication in females and estrogen-responsive genes showed sex-specific association with metabolic diseases, providing insight into sex differences in obesity and metabolic disease risk and treatment.

The online version contains supplementary material available at 10.1186/s13293-026-00859-z.

## Linked entities

- **Chemicals:** Estradiol (PubChem CID 450), E2 (PubChem CID 5757)
- **Diseases:** obesity (MONDO:0011122), diabetes (MONDO:0005015), heart disease (MONDO:0005267)
- **Species:** Mus musculus (taxon 10090)

## Full-text entities

- **Genes:** Adipoq (adiponectin, C1Q and collagen domain containing) [NCBI Gene 11450] {aka 30kDa, APN, Acdc, Acrp30, Ad, Adid}, Col4a1 (collagen, type IV, alpha 1) [NCBI Gene 12826] {aka Bru, Col4a-1, Raw, Svc}, Ms6hm (minisatellite 6 hypermutable) [NCBI Gene 17653] {aka PC-1}, Atf3 (activating transcription factor 3) [NCBI Gene 11910] {aka LRG-21}, Cd68 (CD68 antigen) [NCBI Gene 12514] {aka Lamp4, Scard1, gp110}, Aspscr1 (ASPSCR1 tether for SLC2A4, UBX domain containing) [NCBI Gene 68938] {aka 1190006K01Rik, ASPC, ASPCR1, ASPL, ASPS, RCC17}, Neurod2 (neurogenic differentiation 2) [NCBI Gene 18013] {aka Ndrf, bHLHa1}, Nr3c1 (nuclear receptor subfamily 3, group C, member 1) [NCBI Gene 14815] {aka GR, Grl-1, Grl1}, Mertk (MER proto-oncogene tyrosine kinase) [NCBI Gene 17289] {aka Eyk, Mer, Nyk, nmf12}, Sparc (secreted acidic cysteine rich glycoprotein) [NCBI Gene 20692] {aka BM-40, ON}, Aspn (asporin) [NCBI Gene 66695] {aka 4631401G09Rik, Plap1, Slrr1c}, Rara (retinoic acid receptor, alpha) [NCBI Gene 19401] {aka Nr1b1, RAR, RARalpha1}, Ninj1 (ninjurin 1) [NCBI Gene 18081], Ftl1 (ferritin light polypeptide 1) [NCBI Gene 14325] {aka Ftl, Ftl-1, L-ferritin}, Nfkb1 (nuclear factor of kappa light polypeptide gene enhancer in B cells 1, p105) [NCBI Gene 18033] {aka NF-KB1, NF-kappaB, NF-kappaB1, p105, p50, p50/p105}, Grn (granulin) [NCBI Gene 14824] {aka GP88, PCDGF, PEPI, Pgrn, epithelin}, Ngfr (nerve growth factor receptor (TNFR superfamily, member 16)) [NCBI Gene 18053] {aka LNGFR, Tnfrsf16, p75, p75NGFR, p75NTR}, Gas6 (growth arrest specific 6) [NCBI Gene 14456] {aka Gas-6}, Angptl4 (angiopoietin-like 4) [NCBI Gene 57875] {aka Arp4, Bk89, Fiaf, Hfarp, Ng27, Pgar}, Uqcrq (ubiquinol-cytochrome c reductase, complex III subunit VII) [NCBI Gene 22272] {aka 1100001F06Rik, 1500040F11Rik, 5830407L17Rik, 9.5kDa, QP-C, Qpc}, Tcf4 (transcription factor 4) [NCBI Gene 21413] {aka 5730422P05Rik, ASP-I2, E2-2, E2.2, ITF-2, ITF-2b}, Ms6hm3 (minisatellite 6 hypermutable 3) [NCBI Gene 111469] {aka PC-2}, Cd44 (CD44 antigen) [NCBI Gene 12505] {aka HERMES, Ly-24, Pgp-1}, H2-Q7 (histocompatibility 2, Q region locus 7) [NCBI Gene 15018] {aka H-2Q7, Ped, Q9, Qa-2, Qa-7, Qa7}, Luzp1 (leucine zipper protein 1) [NCBI Gene 269593] {aka 2700072H04Rik, Luzp, mFLJ00226}, Pparg (peroxisome proliferator activated receptor gamma) [NCBI Gene 19016] {aka Nr1c3, PPAR-gamma, PPAR-gamma2, PPARgamma, PPARgamma2}, Il5 (interleukin 5) [NCBI Gene 16191] {aka Il-5}, Eef1a1 (eukaryotic translation elongation factor 1 alpha 1) [NCBI Gene 13627], Zfp217 (zinc finger protein 217) [NCBI Gene 228913] {aka 4933431C08Rik, Gm562, ZABC1, Znf217}, Lifr (LIF receptor alpha) [NCBI Gene 16880] {aka A230075M04Rik, LIF}, Esr2 (estrogen receptor 2 (beta)) [NCBI Gene 13983] {aka ER[b], ERbeta, Estrb}, Fdxr (ferredoxin reductase) [NCBI Gene 14149] {aka AR}, Zfp36 (zinc finger protein 36) [NCBI Gene 22695] {aka Gos24, Nup475, TIS11D, TISII, Tis11, Ttp}, Col1a2 (collagen, type I, alpha 2) [NCBI Gene 12843] {aka Col1a-2, Cola-2, Cola2, oim}, Csf1r (colony stimulating factor 1 receptor) [NCBI Gene 12978] {aka CD115, CSF-1R, Csfmr, Fim-2, Fim2, Fms}, Mafb (MAF bZIP transcription factor B) [NCBI Gene 16658] {aka Kreisler, Krml, Krml1, kr}, Col4a2 (collagen, type IV, alpha 2) [NCBI Gene 12827] {aka Col4a-2}, Fabp4 (fatty acid binding protein 4, adipocyte) [NCBI Gene 11770] {aka 422/aP2, AFABP, ALBP, ALBP/Ap2, Ap2, Lbpl}, Spry1 (sprouty RTK signaling antagonist 1) [NCBI Gene 24063] {aka sprouty1, spry-1}, Cd81 (CD81 antigen) [NCBI Gene 12520] {aka Tapa-1, Tapa1, Tspan28}, Mmp2 (matrix metallopeptidase 2) [NCBI Gene 17390] {aka Clg4a, GelA, MMP-2}, Tgfbr2 (transforming growth factor, beta receptor II) [NCBI Gene 21813] {aka 1110020H15Rik, DNIIR, RIIDN, TBR-II, TbetaR-II, TbetaRII}, Tcf21 (transcription factor 21) [NCBI Gene 21412] {aka Pod-1, Pod1, bHLHa23, capsulin, epc, epicardin}, Mrc1 (mannose receptor, C type 1) [NCBI Gene 17533] {aka CD206, MR}, Hexa (hexosaminidase A) [NCBI Gene 15211] {aka Hex-1}, Klf6 (Kruppel-like transcription factor 6) [NCBI Gene 23849] {aka BCD1, CPBP, Copeb, FM2, FM6, Ierepo1}, E2f1 (E2F transcription factor 1) [NCBI Gene 13555] {aka E2F-1, Tg(Wnt1-cre)2Sor, mKIAA4009}, H2-Eb1 (histocompatibility 2, class II antigen E beta) [NCBI Gene 14969] {aka Eb, H-2Eb, H2Eb, Ia-4, Ia4}, Lars2 (leucyl-tRNA synthetase, mitochondrial) [NCBI Gene 102436] {aka Kiaa0028, LEURS}, Klf1 (Kruppel-like transcription factor 1 (erythroid)) [NCBI Gene 16596] {aka Eklf, Nan}, Csf1 (colony stimulating factor 1 (macrophage)) [NCBI Gene 12977] {aka BAP025, Csfm, MCSF, Mhdabap25, PG-M-CSF, op}, Runx2 (runt related transcription factor 2) [NCBI Gene 12393] {aka AML3, CBF-alpha-1, Cbf, Cbfa-1, Cbfa1, LS3}, Ncor2 (nuclear receptor co-repressor 2) [NCBI Gene 20602] {aka N-CoR, SMRT, SMRTe}, Tead4 (TEA domain family member 4) [NCBI Gene 21679] {aka ETFR-2, Etfr2, FR-19, Rtef1, TEAD-4, TEF-3}, Clec10a (C-type lectin domain family 10, member A) [NCBI Gene 17312] {aka CD301a, M-ASGP-BP-1, Mgl, Mgl1}, Lyl1 (lymphoblastomic leukemia 1) [NCBI Gene 17095] {aka Lyl-1, bHLHa18}, Lgals3 (lectin, galactose binding, soluble 3) [NCBI Gene 16854] {aka GBP, L-34, Mac-2, gal3}, Adgrd1 (adhesion G protein-coupled receptor D1) [NCBI Gene 243277] {aka E230012M21Rik, Gpr133}, Atp5mc2 (ATP synthase membrane subunit c locus 2) [NCBI Gene 67942] {aka 1810041M08Rik, Atp5g2}, Adnp (activity-dependent neuroprotective protein) [NCBI Gene 11538] {aka mKIAA0784}
- **Diseases:** cancer (MESH:D009369), diabetes (MESH:D003920), MASLD (MESH:D008107), adipose inflammation (MESH:D007249), cardiometabolic disease (MESH:D024821), fibrosis (MESH:D005355), dyslipidemia (MESH:D050171), metabolic disease (MESH:D008659), ASC (MESH:D000092423), weight gain (MESH:D015430), Obesity (MESH:D009765), stroke (MESH:D020521), cardiovascular disease (MESH:D002318), hypertrophy (MESH:D006984), COVID (MESH:D000086382), PVM (MESH:D055501), insulin resistance (MESH:D007333), JMS (MESH:C567476), hypertension (MESH:D006973), T2D (MESH:D003924), adiposity (MESH:D018205), heart failure (MESH:D006333), thromboembolism (MESH:D013923), heart disease (MESH:D006331), coronary artery disease (MESH:D003324)
- **Chemicals:** 17beta-estradiol (MESH:D004958), EDTA (MESH:D004492), TG (MESH:D014280), Fat (MESH:D005223), trypan blue (MESH:D014343), oxygen (MESH:D010100), chlorhexidine (MESH:D002710), cholesterol (MESH:D002784), glutamax (MESH:C054122), sesame oil (MESH:D012715), isoflurane (MESH:D007530), free fatty acids (MESH:D005230), ceftriaxone (MESH:D002443), DMEM (-), sodium citrate (MESH:D000077559), PBS (MESH:D007854), DMSO (MESH:D004121), glucose (MESH:D005947), ATP (MESH:D000255), ketoprofen (MESH:D007660), lipid (MESH:D008055), 17beta-estradiol-3-benzoate (MESH:C074283)
- **Species:** Mus musculus (house mouse, species) [taxon 10090], Homo sapiens (human, species) [taxon 9606]
- **Cell lines:** 3T3-L1 — Mus musculus (Mouse), Spontaneously immortalized cell line (CVCL_0123), S2 — Drosophila melanogaster (Fruit fly), Spontaneously immortalized cell line (CVCL_Z232)

## Full text

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## Figures

6 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12930959/full.md

## References

3 references — full list in the complete paper: https://tomesphere.com/paper/PMC12930959/full.md

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Source: https://tomesphere.com/paper/PMC12930959