Evidence map›Paper›PMID 41959089›Full record

ArticlebioRxiv : the preprint server for biology2026

From Stress to Survival: Trophoblast-Derived Extracellular Vesicle Proteome Captures Aspirin-Driven Cellular Reprogramming in a Preeclampsia Model.

Vineet Mahajan, Awanit Kumar, Jeena Jacob, Maged Constantine, Lauren S Richardson, Rheanna Urrabaz-Garza, Emmanuel Amabebe, Ourlad A Tantengco, Ananth K Kammala, Ramkumar Menon

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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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

5 · Who and what money

Authors and funding

10 authors.

Awanit Kumar
Jeena Jacob
Maged Constantine
Lauren S Richardson
Rheanna Urrabaz-Garza
Emmanuel Amabebe
Ourlad A Tantengco
Ramkumar Menon

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundLow-dose aspirin (LDA) reduces preeclampsia (PE) risk by up to 40%, yet its molecular effects on chorion trophoblast cells (CTCs) a fetal membrane lineage at the feto-maternal interface remain obscure. CTCs form a structural and immunoregulatory barrier whose dysfunction drives inflammation-associated membrane pathology in PE. Extracellular vesicles (EVs) released by CTCs may encode cellular stress and adaptation states, offering a molecular window into aspirin's timing-dependent effects on PE risk modification.

methodsHuman CTCs were challenged with cigarette smoke extract (CSE) to model oxidative stress-driven PE pathology. Two paradigms were tested: (1) prophylactic aspirin (4 and 40 ug/ml) before and/or flanking CSE, and (2) therapeutic aspirin after CSE challenge. EVs were isolated via ultracentrifugation and size exclusion chromatography, characterized by nanoparticle tracking and immunoblotting, and profiled by quantitative mass spectrometry. Network pathway analysis and machine-learning biomarker selection defined EV-encoded molecular states.

resultsCTC-derived EVs from CSE-exposed cells carried a PE-like proteomic signature marked by suppressed VEGF/ECM remodeling, activated TNF-p53 apoptotic signaling, and heightened inflammation. Prophylactic low-dose aspirin shifted EV cargo toward preserved angiogenic capacity (VEGFA, COL1A1, MMP14) with attenuated apoptotic and NF-kB signatures. High-dose aspirin produced broad transcriptional suppression without vascular benefit in EVs. Therapeutic aspirin partially rescued injury-associated EV cargo but failed to restore angiogenic signatures. Machine-learning analysis of EV proteomes identified a prophylactic biomarker panel anchored by HSPA8, SERPINF2, COL4A1, and PLOD1, linked to angiogenic recovery and redox balance.

conclusionsCTC-derived EV proteomic signatures capture dose and timing-dependent aspirin effects, positioning the chorion as a pharmacological "secondary responder" favoring cellular resilience over classical anti-inflammatory suppression. EV-based molecular profiling might offer a framework for stratifying aspirin responders from non-responders toward personalized PE prevention.

Identifiers

PMID41959089
PMCPMC13060912

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