Evidence map›Paper›PMID 42433350›Full record

ReviewFrontiers in immunology2026

Complement as a driver of immune-vascular heterogeneity across preeclampsia subtypes: toward a precision medicine framework.

Yafei Ge, Ting Gao

Abstract readReview
In one paragraph

Review in Frontiers in immunology, 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

2 authors.

Yafei GeDepartment of Obstetrics and Gynecology, The Affiliated Hospital of Inner Mongolia Medical University, Hohhot, China.
Ting GaoDepartment of Obstetrics and Gynecology, The Affiliated Hospital of Inner Mongolia Medical University, Hohhot, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Preeclampsia (PE) is a leading cause of maternal and perinatal morbidity worldwide, traditionally defined as a hypertensive disorder of pregnancy but increasingly recognized as a heterogeneous syndrome with diverse biological origins. Emerging evidence indicates that distinct pathogenic pathways-including placental insufficiency, maternal cardiometabolic dysfunction, and intrinsic immune dysregulation-contribute to different clinical phenotypes of the disease. Among these, the complement system has gained attention as a central regulator of immune-vascular interactions during pregnancy. Recent studies demonstrate that tightly controlled complement activation is required for normal placental development, whereas dysregulation of this system contributes to endothelial injury, inflammation, and microvascular dysfunction characteristic of PE. Importantly, complement activation patterns differ across disease subtypes: classical pathway activation predominates in placental-driven early-onset PE, chronic low-grade alternative pathway activation is associated with maternal metabolic disease, and genetic or functional defects in complement regulation define a subset of severe, complement-mediated cases with overlap features of thrombotic microangiopathy. Despite these advances, current diagnostic and therapeutic approaches remain largely non-specific and fail to account for this biological heterogeneity. Here, we propose a subtype-based framework of PE centered on complement dysregulation, integrating mechanistic, genetic, and clinical evidence. This model links distinct complement activation patterns to disease trajectories and identifies corresponding biomarker signatures and therapeutic targets. By redefining PE as a spectrum of complement-stratified disorders, this Review provides a conceptual foundation for precision diagnostics and mechanism-guided therapy. Such an approach has the potential to improve risk stratification, enable earlier detection, and support the development of targeted interventions tailored to individual disease mechanisms.

Indexed as

Complement ActivationComplement System ProteinsPrecision MedicinePre-EclampsiaAnimalsBiomarkersFemaleHumansPlacentaPregnancyBiomarkersComplement System Proteinsbiomarkerscomplement systemendothelial dysfunctioninflammationprecision medicinepreeclampsiapregnancysubtype classification

Identifiers

PMID42433350
PMCPMC13349921

What Socratic holds

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Registered trials

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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.