# Ovarian hormone deficiency enhances wood smoke-induced immune dysfunction via transcriptomic and metabolic alterations

**Authors:** Mijung Oh, Sydnee Yazzie, Eunju Lim, Onamma Edeh, Charlotte McVeigh, Alicia Bolt, Jennifer M Gillette, Katherine E Zychowski

PMC · DOI: 10.1093/toxsci/kfag023 · 2026-03-25

## TL;DR

Ovarian hormone deficiency makes the immune system more vulnerable to wood smoke, causing changes in immune cell function and metabolism in the bone marrow.

## Contribution

This study reveals a novel mechanism of immunotoxicity where wood smoke exposure under ovarian hormone deficiency causes immune–metabolic decoupling in macrophages.

## Key findings

- WS exposure in OVX mice suppressed immune-related transcriptional programs like antigen processing and antiviral defense.
- WS-exposed OVX mice showed altered immune cell composition, including increased memory CD8+ T cells and reduced granulocytes.
- WS triggered metabolic reprogramming in macrophages from OVX mice, with increased oxidative phosphorylation and suppressed M2-associated genes.

## Abstract

The increasing frequency and severity of wildfires have heightened public exposure to smoke, highlighting the importance of identifying susceptibility factors, including ovarian hormone deficiency. Here, we used single-cell RNA sequencing to profile bone marrow immune cells from ovariectomized (OVX) mice exposed to either filtered air (FA) or wood smoke (WS), followed by functional validation in macrophages from both OVX and Sham-operated mice. Single-cell analyses focused on the OVX context; interactions between surgery and exposure were confirmed at the functional level in assays that included both Sham and OVX groups. In OVX mice, WS broadly suppressed transcriptional programs involved in antigen processing, leukocyte activation, antiviral defense, and bone remodeling. This was associated with altered immune cell composition, including increased memory CD8+ T cells and decreased granulocytes and interferon-responsive populations. Bone marrow-derived macrophages (BMDMs) from WS-exposed OVX mice displayed metabolic reprogramming, characterized by the reversal of OVX-induced suppression of oxidative phosphorylation and glycolytic activity, along with reduced expression of M2-associated genes, without concurrent induction of M1-associated genes. This immune–metabolic decoupling suggests that WS exposure under ovarian hormone deficiency may imprint a lasting program in the bone marrow macrophage axis. Together, these findings show that ovarian hormone deficiency increases vulnerability to WS-induced immune disruption in the bone marrow. WS triggers macrophage reprogramming only under ovarian hormone deficiency, leading to heightened metabolic activity alongside suppression of key immune pathways, identifying a novel mechanism of immunotoxicity. These findings emphasize the need to consider hormonal status in air pollution risk assessment.

## Linked entities

- **Species:** Mus musculus (taxon 10090)

## Full-text entities

- **Genes:** Irf4 (interferon regulatory factor 4) [NCBI Gene 16364] {aka IRF-4, LSIRF, NF-EM5, Spip}, Epx (eosinophil peroxidase) [NCBI Gene 13861] {aka EPO}, Tnf (tumor necrosis factor) [NCBI Gene 21926] {aka DIF, TNF-a, TNF-alpha, TNFSF2, TNFalpha, Tnfa}, Fn1 (fibronectin 1) [NCBI Gene 14268] {aka E330027I09, Fn, Fn-1}, Ltf (lactotransferrin) [NCBI Gene 17002] {aka Csp82, Lf, MMS10R, Ms10r}, Il1b (interleukin 1 beta) [NCBI Gene 16176] {aka IL-1beta, Il-1b}, Ccl2 (C-C motif chemokine ligand 2) [NCBI Gene 20296] {aka HC11, JE, MCAF, MCP-1, MCP1, SMC-CF}, Itgam (integrin alpha M) [NCBI Gene 16409] {aka CD11b/CD18, CR3, CR3A, Cd11b, F730045J24Rik, Ly-40}, Vcl (vinculin) [NCBI Gene 22330] {aka 9430097D22}, Actb (actin, beta) [NCBI Gene 11461] {aka Actx, E430023M04Rik, beta-actin}, Mrc1 (mannose receptor, C type 1) [NCBI Gene 17533] {aka CD206, MR}, Pik3r1 (phosphoinositide-3-kinase regulatory subunit 1) [NCBI Gene 18708] {aka PI3K, p50alpha, p55alpha, p85alpha}, Arg1 (arginase, liver) [NCBI Gene 11846] {aka AI, Arg-1, PGIF}, Ighg2b (immunoglobulin heavy constant gamma 2B) [NCBI Gene 16016] {aka IgG2b, Igh-3, gamma2b}, Cxcr4 (C-X-C motif chemokine receptor 4) [NCBI Gene 12767] {aka CD184, CXC-R4, CXCR-4, Cmkar4, LESTR, PB-CKR}, Csf1 (colony stimulating factor 1 (macrophage)) [NCBI Gene 12977] {aka BAP025, Csfm, MCSF, Mhdabap25, PG-M-CSF, op}, Cxcl1 (C-X-C motif chemokine ligand 1) [NCBI Gene 14825] {aka Fsp, Gro1, KC, Mgsa, N51, Scyb1}, Tgfb1 (transforming growth factor, beta 1) [NCBI Gene 21803] {aka TGF-beta1, TGFbeta1, Tgfb, Tgfb-1}, Hif1a (hypoxia inducible factor 1, alpha subunit) [NCBI Gene 15251] {aka HIF-1-alpha, HIF1-alpha, HIF1alpha, MOP1, bHLHe78}, Akt1 (Akt serine/threonine kinase 1) [NCBI Gene 11651] {aka Akt, LTR-akt, PKB, PKB/Akt, PKBalpha, Rac}, Stat6 (signal transducer and activator of transcription 6) [NCBI Gene 20852], Gem (GTP binding protein overexpressed in skeletal muscle) [NCBI Gene 14579], Pparg (peroxisome proliferator activated receptor gamma) [NCBI Gene 19016] {aka Nr1c3, PPAR-gamma, PPAR-gamma2, PPARgamma, PPARgamma2}, Cxcl12 (C-X-C motif chemokine ligand 12) [NCBI Gene 20315] {aka Pbsf, Scyb12, Sdf1, Tlsf, Tpar1}, Cat (catalase) [NCBI Gene 12359] {aka 2210418N07, Cas-1, Cas1, Cs-1}, Gapdh (glyceraldehyde-3-phosphate dehydrogenase) [NCBI Gene 14433] {aka Gapd}, Klf4 (Kruppel-like transcription factor 4 (gut)) [NCBI Gene 16600] {aka EZF, Gklf, Zie}, Il10 (interleukin 10) [NCBI Gene 16153] {aka CSIF, If2a, Il-10}, Hprt1 (hypoxanthine phosphoribosyltransferase 1) [NCBI Gene 15452] {aka HPGRT, Hprt}, Vpreb1a (V-set pre-B cell surrogate light chain 1A) [NCBI Gene 22362] {aka CD179a, Vpreb-1, Vpreb1}, Ccl5 (C-C motif chemokine ligand 5) [NCBI Gene 20304] {aka MuRantes, RANTES, SISd, Scya5, TCP228}, Mtor (mechanistic target of rapamycin kinase) [NCBI Gene 56717] {aka 2610315D21Rik, FRAP, FRAP2, Frap1, RAFT1, RAPT1}
- **Diseases:** respiratory infections (MESH:D012141), infections (MESH:D007239), bone (MESH:D001847), FA (MESH:D004618), immune dysfunction (MESH:D007154), ovarian hormone (MESH:D010049), WS (MESH:D015208), lung injury (MESH:D055370), BMDM (MESH:D001855), neuroinflammatory (MESH:D000090862), chronic obstructive pulmonary disease (MESH:D029424), fire (MESH:D000092422), weight gain (MESH:D015430), estrogen deficiency (MESH:D056828), chronic (MESH:D002908), cancer (MESH:D009369), asthma (MESH:D001249), immune dysregulation (OMIM:614878), ID (MESH:C537985), Ovarian hormone deficiency (MESH:D010051), hematopoietic malignancies (MESH:D019337), inflammation (MESH:D007249)
- **Chemicals:** 2-DG (MESH:D003847), streptomycin (MESH:D013307), arsenite (MESH:C015001), PVDF (MESH:C024865), 182W (-), fatty-acid (MESH:D005227), volatile organic compounds (MESH:D055549), O3 (MESH:D010126), M2 (MESH:C034584), ethanol (MESH:D000431), Oxygen (MESH:D010100), glutamine (MESH:D005973), SYBR Green (MESH:C098022), propidium iodide (MESH:D011419), acridine orange (MESH:D000165), EDTA (MESH:D004492), oligomycin (MESH:D009840), rotenone (MESH:D012402), phosphatidylethanolamines (MESH:D010714), isoflurane (MESH:D007530), FCCP (MESH:D002259), phosphatidylcholines (MESH:D010713), penicillin (MESH:D010406), PBS (MESH:D007854), buprenorphine (MESH:D002047), pyruvate (MESH:D019289), NO (MESH:D009614), LPS (MESH:D008070), ATP (MESH:D000255), CO2 (MESH:D002245), antimycin A (MESH:D000968), CO (MESH:D002248), glucose (MESH:D005947), Cy5.5 (MESH:C098793)
- **Species:** Mus musculus (house mouse, species) [taxon 10090], Homo sapiens (human, species) [taxon 9606]
- **Cell lines:** C57BL/6 — Mus musculus (Mouse), Transformed cell line (CVCL_C0MU), BMDM — Mus musculus (Mouse), Transformed cell line (CVCL_C0MS)

## Figures

8 figures with captions in the complete paper: https://tomesphere.com/paper/PMC13014470/full.md

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Source: https://tomesphere.com/paper/PMC13014470