Two distinct molecular faces of preeclampsia revealed by single-cell transcriptomics

Inbal Admati, Niv Skarbianskis, Hannah Hochgerner, Osnat Ophir, Zeev Weiner, Simcha Yagel, Ido Solt, Amit Zeisel

Research output: Contribution to journalArticlepeer-review

10 Scopus citations

Abstract

Introduction: Preeclampsia is a multisystemic, pregnancy-specific disorder united by new-onset hypertension but with considerable variation in clinical manifestation, onset, and severity. For symptoms to regress, delivery of the placenta is required. For symptoms to regress, delivery of the placenta is required, making the placenta central to preeclampsia pathophysiology. To dissect which placental functions were impacted in two forms of preeclampsia, we studied molecular changes across the cell types of the placenta. Methods: We performed a transcriptomic survey of single-cells and single-nuclei on cases of early- and late-onset preeclampsia with gestation-matched controls. Findings: Our data revealed massive dysregulation of gene expression in all cell classes that was almost exclusive to early preeclampsia. For example, an important known receptor/ligand imbalance hallmarking angiogenic disfunction, sFLT1/placental growth factor (PGF), was reflected in striking, cell-autonomous dysregulation of FLT1 and PGF transcription in the syncytium in early preeclampsia only. Stromal cells and vasculature echoed an inflamed, stressed, anti-angiogenic environment. Finally, the placental immune niche set the tone for inflammation in early but not late preeclampsia. Here, fetal-origin Hofbauer and maternal-origin TREM2 macrophages were revealed as surprising main actors, while local cells of the adaptive immune system were largely unaffected. Late preeclampsia showed minimal cellular impact on the placenta. Conclusions: Our survey provides systematic molecular evidence for two distinct diseases. We resolved systematic molecular dysregulation to individual cell types with strong implications for definition, early detection, diagnosis, and treatment. Funding: Funded by the Preeclampsia Foundation through the Peter Joseph Pappas Research Grant.

Original languageEnglish
Pages (from-to)687-709.e7
JournalMed
Volume4
Issue number10
Early online date8 Aug 2023
DOIs
StatePublished - 13 Oct 2023
Externally publishedYes

Bibliographical note

Publisher Copyright:
© 2023 The Author(s)

Funding

We thank Dr. Noa Bossel Ben-Moshe, Dr. Michael Vanladewijck, Prof. Esther Myeron-Holtz, Prof. Ella Nemeth, Prof. Tal Biron Shental, and Prof. Michal Kovo for most useful discussions. We thank research coordinator Maram Bashara for assistance with obtaining ethics approval. We thank Dr. Aviv Lutaty and Yousef Mansour from the Technion Life Science & Engineering (LS&E) Infrastructure Center for kind support with flow cytometry. A.Z. and N.S. are supported by the ERC (TYPEWIRE grant). A.Z. is supported by the ISF ( #559/20 ) and the Human Frontiers Science Program ( CDA-0039 ). H.H. is supported by the Swedish Brain Foundation (Hjärnfonden). We thank the Preeclampsia Foundation for generous funding through the Peter Joseph Pappas research grant. We thank Dr. Noa Bossel Ben-Moshe, Dr. Michael Vanladewijck, Prof. Esther Myeron-Holtz, Prof. Ella Nemeth, Prof. Tal Biron Shental, and Prof. Michal Kovo for most useful discussions. We thank research coordinator Maram Bashara for assistance with obtaining ethics approval. We thank Dr. Aviv Lutaty and Yousef Mansour from the Technion Life Science & Engineering (LS&E) Infrastructure Center for kind support with flow cytometry. A.Z. and N.S. are supported by the ERC (TYPEWIRE grant). A.Z. is supported by the ISF (#559/20) and the Human Frontiers Science Program (CDA-0039). H.H. is supported by the Swedish Brain Foundation (Hjärnfonden). We thank the Preeclampsia Foundation for generous funding through the Peter Joseph Pappas research grant. I.S. recruited patients and collected all clinical samples. I.A. and N.S. performed experiments with the help of O.O. and H.H. A.Z. wrote the code for data analysis with help from N.S. and I.A. A.Z. I.A. and N.S. had unrestricted access to all data and performed statistical analysis. All authors participated in data analysis and interpretation of the data. H.H. I.A. and N.S. wrote the manuscript and prepared the figures with input from A.Z. I.S. and S.Y. All authors read and approved the final draft and submission and take full responsibility of its content. The authors declare no competing interest.

FundersFunder number
Technion Life Science & Engineering
Preeclampsia Foundation
European Commission
Human Frontier Science ProgramCDA-0039
Hjärnfonden
Israel Science Foundation559/20

    Keywords

    • Translation to patients
    • cell type taxonomy
    • cell-autonomous dysregulation
    • inflammation
    • placenta
    • preeclampsia
    • pregnancy
    • single-cell RNA-seq
    • single-nuclei RNA-seq
    • syncytiotrophoblast

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