Evidence map›Paper›PMID 42448452›Full record

ArticleInternational journal for numerical methods in biomedical engineering2026

Hemodynamic Metrics and Arterial Dysfunction: Insights From a Novel Microfluidic Device.

Yash Doshi, Jaywant Arakeri, Namrata Gundiah

Abstract read
In one paragraph

Article in International journal for numerical methods in biomedical engineering, 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
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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

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

3 authors.

Yash DoshiDepartment of Mechanical Engineering, Indian Institute of Science, Bangalore, India.
Jaywant ArakeriDepartment of Mechanical Engineering, Indian Institute of Science, Bangalore, India.
Namrata GundiahDepartment of Mechanical Engineering, Indian Institute of Science, Bangalore, India.ORCID https://orcid.org/0000-0002-9882-5232

Funding

Department of Biotechnology, Ministry of Science and Technology, India BT/PR48494/MED/32/866/2023Ministry of Electronics and Information technology P04Ministry of Electronics and Information technology PRAMAN
6 · The paper itself

Abstract

Hemodynamic metrics provide critical insights into the interplay between flow physics and endothelial cell (EC) function in arterial pathologies. Among these, wall shear stress (WSS) is a central regulator of EC function and a key determinant of vascular disease progression. In this study, we review 35 hemodynamic metrics and assess their association with hypertension and atherosclerosis, aneurysms, and thrombosis. Metrics are categorized by magnitude, direction, energy, stagnation time and flow rate to identify those most relevant to specific pathological conditions. We simulate disturbed flow in a novel microfluidic endothelium-on-chip platform using computational fluid dynamics (CFD) and analyze 16 key hemodynamic metrics. The most comprehensive description of the complex flow environments is provided by shear rosettes, polar plots of WSS magnitude and direction over the cardiac cycle. The anisotropy ratio (AR) metric, derived from the shear rosette, offers a robust characterization of the multidirectional secondary flow but cannot distinguish steady from unidirectional oscillatory flows. The R-Ratio and minimized transverse WSS (TransWSSmin) metrics effectively quantify bidirectional WSS when computed along principal flow directions. In contrast, transWSS and directional OSI (DOSI) are limited in their ability to quantify bidirectional WSS in regions of low mean WSS or stagnation. A unified metric integrating WSS magnitude and flow bidirectionality is currently lacking. Combining AR with magnitude-sensitive metrics, such as TAWSS, TransWSS_min, or |TAWSS

Indexed as

ArteriesHemodynamicsLab-On-A-Chip DevicesHumansHydrodynamicsModels, CardiovascularStress, Mechanicalarterial dysfunctiondisturbed flowsmultidirectional flowsorgan‐on‐chipwall shear stress

Identifiers

PMID42448452
PMCPMC13368451

What OpenQuestion holds

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Registered trials

None linked

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.