# Systemic immune dysregulation in hypertensive disorders of pregnancy persists years after delivery

**Authors:** Maximilian Sabayev, Edward A. Ganio, Ina A. Stelzer, Masaki Sato, Amélie Cambriel, Thomas A. Bonham, Zala N. Juvan, Maïgane Diop, Purnima Iyer, Oshra Sedan, Nima Aghaeepour, Martin S. Angst, Gary M. Shaw, David K. Stevenson, Marcia L. Stefanick, Heather A. Boyd, Mads Melbye, Mark A. Hlatky, Virginia D. Winn, Brice Gaudilliere, Dorien Feyaerts

PMC · DOI: 10.3389/fimmu.2026.1716809 · Frontiers in Immunology · 2026-02-05

## TL;DR

Women with pregnancy-related high blood pressure disorders show lasting immune system changes that may increase their risk of heart disease years later.

## Contribution

This study reveals persistent immune dysregulation in women with hypertensive disorders of pregnancy, linking it to long-term cardiovascular risk.

## Key findings

- HDP cases were accurately distinguished from controls at all timepoints using immune signatures.
- Persistent immune changes in HDP cases included increased B cells and reduced monocyte pSTAT3 response.
- Immune dysregulation in HDP may explain the long-term cardiovascular disease risk in these women.

## Abstract

Hypertensive disorders of pregnancy (HDP), including preeclampsia and gestational hypertension, are associated with an increased risk of cardiovascular disease (CVD) later in life. Mechanisms that link HDP to CVD, however, remain unclear.

We used a high-dimensional single-cell mass cytometry approach to profile the distribution and functional responses of maternal immune cells in three separate groups of HDP cases and normotensive controls, sampled antepartum, postpartum, and several years postpartum (midlife). We used multivariable sparse modeling to distinguish HDP cases from controls.

We accurately distinguished HDP cases from controls at all three study timepoints, with area under the receiver operator characteristic (AUROC) curve values of 0.814 for the antepartum group, 0.757 for the postpartum group, and 0.692 for the midlife group. Distinct immune signatures for each model underscore the dynamic dysregulation of the immune system throughout life. In addition, we identified a persistent immune dysregulation signal among HDP cases at all three timepoints, characterized by increased B cell frequency and decreased pSTAT3 response upon cytokine stimulation in classical monocytes.

Persistent immune dysregulation among women with a history of an HDP may contribute to elevated long-term risk of CVD development.

## Linked entities

- **Diseases:** preeclampsia (MONDO:0005081), gestational hypertension (MONDO:0024664), cardiovascular disease (MONDO:0004995)

## Full-text entities

- **Genes:** TLR4 (toll like receptor 4) [NCBI Gene 7099] {aka ARMD10, CD284, TLR-4, TOLL}, CPT1A (carnitine palmitoyltransferase 1A) [NCBI Gene 1374] {aka CPT I, CPT1, CPT1-L, CPTI-L, L-CPT1}, STAT3 (signal transducer and activator of transcription 3) [NCBI Gene 6774] {aka ADMIO, ADMIO1, APRF, HIES}, VDAC1 (voltage dependent anion channel 1) [NCBI Gene 7416] {aka PORIN, VDAC-1}, HAVCR2 (hepatitis A virus cellular receptor 2) [NCBI Gene 84868] {aka CD366, HAVcr-2, KIM-3, SPTCL, TIM3, TIMD-3}, FOXP3 (forkhead box P3) [NCBI Gene 50943] {aka AIID, DIETER, IPEX, JM2, PIDX, XPID}, LGALS1 (galectin 1) [NCBI Gene 3956] {aka GAL1, GBP}, GGH (gamma-glutamyl hydrolase) [NCBI Gene 8836] {aka GATD10, GH}, IL2RA (interleukin 2 receptor subunit alpha) [NCBI Gene 3559] {aka CD25, IDDM10, IL2R, IMD41, TCGFR, p55}, IL18 (interleukin 18) [NCBI Gene 3606] {aka IGIF, IL-18, IL-1g, IL1F4}, IL6 (interleukin 6) [NCBI Gene 3569] {aka BSF-2, BSF2, CDF, HGF, HSF, IFN-beta-2}, IL17A (interleukin 17A) [NCBI Gene 3605] {aka CTLA-8, CTLA8, IL-17, IL-17A, IL17, ILA17}, CD8A (CD8 subunit alpha) [NCBI Gene 925] {aka CD8, CD8alpha, IMD116, Leu2, p32}, CREB1 (cAMP responsive element binding protein 1) [NCBI Gene 1385] {aka CREB, CREB-1}, KLRD1 (killer cell lectin like receptor D1) [NCBI Gene 3824] {aka CD94}, SLC2A1 (solute carrier family 2 member 1) [NCBI Gene 6513] {aka CSE, DYT17, DYT18, DYT9, EIG12, GLUT}, CD4 (CD4 molecule) [NCBI Gene 920] {aka CD4mut, IMD79, Leu-3, OKT4D, T4}, SELL (selectin L) [NCBI Gene 6402] {aka CD62L, LAM1, LECAM1, LEU8, LNHR, LSEL}, CXCR4 (C-X-C motif chemokine receptor 4) [NCBI Gene 7852] {aka CD184, D2S201E, FB22, HM89, HSY3RR, LCR1}, MYD88 (MYD88 innate immune signal transduction adaptor) [NCBI Gene 4615] {aka IMD68, MYD88D, WM1}, IL2 (interleukin 2) [NCBI Gene 3558] {aka IL-2, TCGF, lymphokine}, CST12P (cystatin 12, pseudogene) [NCBI Gene 106478911] {aka Cst, Ctes4, E2}, IL4 (interleukin 4) [NCBI Gene 3565] {aka BCGF-1, BCGF1, BSF-1, BSF1, IL-4}, HK2 (hexokinase 2) [NCBI Gene 3099] {aka HKII, HXK2}
- **Diseases:** anomalies (MESH:D000013), inflammation (MESH:D007249), cancer (MESH:D009369), vascular disease (MESH:D014652), diabetes (MESH:D003920), ML (MESH:C537366), chronic kidney disease (MESH:D051436), Preeclampsia (MESH:D011225), gestational diabetes (MESH:D016640), autoimmune disease (MESH:D001327), stroke (MESH:D020521), Hemolysis (MESH:D006461), atherosclerosis (MESH:D050197), hypertension (MESH:D006973), Immune (MESH:D007154), COVID-19 (MESH:D000086382), HELLP (MESH:D017359), CVD (MESH:D002318), HDP (MESH:D046110), myocardial infarction (MESH:D009203), vascular injury (MESH:D057772), heart disease (MESH:D006331), immune dysregulation (OMIM:614878), TB (MESH:D014390), chromosomal or (MESH:D025063)
- **Chemicals:** PBS (-), sodium (MESH:D012964), fatty acid (MESH:D005227), LPS (MESH:D008070), reactive oxygen species (MESH:D017382)
- **Species:** Homo sapiens (human, species) [taxon 9606]
- **Mutations:** A15137E, A17025A

## Full text

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## Figures

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## References

65 references — full list in the complete paper: https://tomesphere.com/paper/PMC12916653/full.md

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Source: https://tomesphere.com/paper/PMC12916653