Evidence map›Paper›PMID 42748187›Full record

ArticlePLoS computational biology2026

Multiscale computational modeling to quantify how spiral artery remodeling alters wall shear stress on placental villi.

Armita Najmi, Noelia Grande Gutiérrez

Abstract read
In one paragraph

Article in PLoS computational 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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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

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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.

Armita NajmiDepartment of Mechanical Engineering, Carnegie Mellon University, Pittsburgh, Pennsylvania, United States of America.ORCID https://orcid.org/0009-0007-8897-1571
Noelia Grande GutiérrezDepartment of Mechanical Engineering, Carnegie Mellon University, Pittsburgh, Pennsylvania, United States of America.ORCID https://orcid.org/0000-0002-7827-4752

Funding

Computational Modeling of Uteroplacental HemodynamicsR21HD115115 · NICHD · CARNEGIE-MELLON UNIVERSITY · PI GRANDE GUTIERREZ, NOELIA · 2025 to 2025
$383k
NICHD NIH HHS R21 HD115115
6 · The paper itself

Abstract

Proper placental development is essential for a healthy pregnancy. It depends on the remodeling of the maternal uterine vasculature to meet fetal demands while maintaining physiological intervillous space (IVS) hemodynamics for biochemical exchange. Terminal villi, the primary sites of feto-maternal exchange, exhibit impaired development in pregnancies complicated by intrauterine growth restriction and preeclampsia, which are also associated with incomplete spiral artery (SA) remodeling. Despite this association, the mechanistic link between maternal blood flow and villous development remains unclear. Here, we investigate whether incomplete SA remodeling alters IVS hemodynamics and increases wall shear stress (WSS) on placental villi, potentially impairing terminal villi formation. Computing WSS throughout an entire placentone is challenging due to uncertainty in placental microstructure and the computational cost of resolving microscale hemodynamics. We propose a novel multiscale computational framework to quantify WSS on placental villi at the end of the second trimester, when WSS may affect terminal villi development. A macroscale placentone model is used to compute IVS velocities, which are coupled with microscale models of intermediate villi to estimate villous WSS across physiologically relevant flow conditions. We simulate IVS hemodynamics in healthy pregnancy and varying degrees of incomplete SA remodeling. Our results show that IVS velocity is the primary determinant of mean villous WSS, whereas villous type and orientation have comparatively weaker effects. In healthy placentones, most villi experience a mean WSS of 0.001-1 Pa, with higher stresses localized near the free-of-villi cavity. By correlating these estimates with regions naturally devoid of terminal villi, we identify a mean WSS range of approximately 0.71-1.44 Pa that may inhibit terminal villi formation. Incomplete SA remodeling significantly increases WSS, reaching levels consistent with villous tissue loss and placental lake formation. These findings suggest a mechanistic link between uteroplacental hemodynamics and villi development, establishing physiological shear-stress thresholds relevant to placental health.

Indexed as

ArteriesChorionic VilliVascular RemodelingComputational BiologyComputer SimulationFemaleHemodynamicsHumansModels, BiologicalPlacentaPregnancyShear StrengthStress, Mechanical

Identifiers

PMID42748187
PMCPMC13600612

What OpenQuestion holds

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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 OpenQuestion graph.