Evidence map›Paper›PMID 42871346›Full record

ReviewCurrent treatment options in cardiovascular medicine2026

Vascular Phenotyping with Photoacoustic and Ultrasound Imaging in Cardiovascular Disease: Recent Innovations.

Muhang He, Xiaoxi Zhuang, Rui Cao

Abstract readReview
In one paragraph

Review in Current treatment options in cardiovascular medicine, 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

3 authors.

Muhang HeDepartment of Biomedical Engineering, Case School of Engineering, School of Medicine, Case Western Reserve University, Cleveland, OH USA.
Xiaoxi ZhuangDepartment of Biomedical Engineering, Case School of Engineering, School of Medicine, Case Western Reserve University, Cleveland, OH USA.
Rui CaoDepartment of Biomedical Engineering, Case School of Engineering, School of Medicine, Case Western Reserve University, Cleveland, OH USA.ORCID 0000-0003-4444-7528

Funding

Deep-learning assisted photoacoustic histology for real-time intraoperative pathological diagnosisR00EB034298 · NIBIB · CASE WESTERN RESERVE UNIVERSITY · PI Rui Cao · 2024 to 2026
$747k
NIBIB NIH HHS R00 EB034298
6 · The paper itself

Abstract

Purpose of Review: Photoacoustic and ultrasound imaging together resolve vascular structure, wall biomechanics, blood flow, oxygenation, and tissue composition without ionizing radiation or iodinated contrast. This review summarizes what each modality can now measure in patients and asks which of these measurements are close enough to clinical use to inform cardiovascular management decisions. Recent Findings: Recent advances have expanded photoacoustic imaging toward faster, higher-resolution functional vascular phenotyping, including clinically relevant biomarkers and co-registered ultrasound imaging. Ultrafast and super-resolution ultrasound now quantify vascular biomechanics, hemodynamics, and microvasculature, with ultrasound localization microscopy entering clinical studies. Wearable ultrasound has also been validated for blood-pressure monitoring across diverse care settings, alongside increasingly quantitative feature extraction. Summary: Ultrasound and photoacoustic imaging provide complementary vascular information: ultrasound offers depth, speed, and continuous access, while photoacoustic imaging adds compositional and oxygenation contrast. Despite limitations in quantitative accuracy, imaging depth, and system standardization, emerging patient studies now span super-resolution vascular mapping, functional biomarkers, and wearable monitoring. Their integration offers a potential route toward continuous, operator-independent vascular phenotyping for clinical decision-making.

Indexed as

Cardiovascular diseasePhotoacoustic imagingUltrasound imagingVascular phenotyping

Identifiers

PMID42871346
PMCPMC13658547

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.