Evidence mapPaperPMID 41449765Full record

ReviewAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2026

Photoacoustic Microscopy for Multiscale Biological System Visualization and Clinical Translation.

Tingting Wang, Jiali Chen, Liming Nie, Honghui Li

Abstract readReview
In one paragraph

Review in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing 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

8 citing papers in PubMed.

  1. Article
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  6. Review
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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

4 authors.

Tingting WangDepartment of Traditional Chinese Medicine, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, Guangdong, China.
Jiali ChenMedical Research Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China.ORCID https://orcid.org/0000-0001-8901-6153
Liming NieMedical Research Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China.ORCID https://orcid.org/0000-0002-1781-4612
Honghui LiMedical Research Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China.ORCID https://orcid.org/0009-0003-4805-6580

Funding

Guangdong Provincial People's Hospital Supporting Fund for Talent Program KY012025016National Key R&D Program of China 2024YFC3405302National Natural Science Foundation of China 82204928National Natural Science Foundation of China 82402340
6 · The paper itself

Abstract

Photoacoustic microscopy (PAM) has emerged as a versatile modality in biomedical research, notable for its noninvasively, high spatial resolution, and superior optical contrast. Compared with pure optical imaging techniques, PAM leverages weakly scattered ultrasonic signals for image formation, thereby achieving high-resolution visualization of deep tissues. This review provides a comprehensive synthesis of recent advancements in PAM, encompassing technological innovations, organ-specific applications, and emerging pathways toward clinical translation. This discussion starts by exploring the fundamental physical principles of PAM and elaborates on the enhanced performance achieved through significant advancements in high-speed scanners, array transducers, artificial intelligence-enhanced algorithms, and molecular agents. Pioneering applications in single‑cell analysis, hepatic microcirculation characterization, renal clearance monitoring, tumor metastasis detection, and neuroscientific discovery are surveyed to demonstrate PAM's ability. Prospective clinical uses, including intraoperative guidance and point‑of‑care diagnostics, are considered alongside persistent limitations, notably limited penetration depth and multispectral imaging speed. Future advancements are expected to hinge on multimodal integration, deeper integration of artificial intelligence, and the development of standardized protocols to accelerate clinical implementation. Ultimately, this review offers a forward-looking perspective aimed at accelerating the translation of PAM from a laboratory tool to a clinical mainstay in the era of precision medicine.

Indexed as

MicroscopyPhotoacoustic TechniquesTranslational Research, BiomedicalAnimalsHumansbiomedical applicationsclinical translationphotoacoustic microscopyprecision medicinetechnical advancements

Identifiers

PMID41449765
PMCPMC12904047

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

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 Socratic graph.