Evidence map›Paper›PMID 42602063›Full record

ReviewFrontiers in neuroscience2026

Functional ultrasound imaging in preclinical brain stimulation: from multimodal readouts to closed-loop neuromodulation.

Muhang He, Leena Usman, Hamid Charkhkar, Rui Cao

Abstract readReview
In one paragraph

Review in Frontiers in neuroscience, 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

4 authors.

Muhang HeDepartment of Biomedical Engineering, Case School of Engineering, School of Medicine, Case Western Reserve University, Cleveland, OH, United States.
Leena UsmanDepartment of Biomedical Engineering, Case School of Engineering, School of Medicine, Case Western Reserve University, Cleveland, OH, United States.
Hamid CharkhkarDepartment of Biomedical Engineering, Case School of Engineering, School of Medicine, Case Western Reserve University, Cleveland, OH, United States.
Rui CaoDepartment of Biomedical Engineering, Case School of Engineering, School of Medicine, Case Western Reserve University, Cleveland, OH, United States.

Funding

Clinical and Translational Science Collaborative of Northern Ohio, Catalyzing Linkages to Equity in Health (CLE Health)UM1TR004528 · NCATS · CASE WESTERN RESERVE UNIVERSITY · PI GRACE A MCCOMSEY · 2023 to 2026
$32.1M
Deep-learning assisted photoacoustic histology for real-time intraoperative pathological diagnosisR00EB034298 · NIBIB · CASE WESTERN RESERVE UNIVERSITY · PI Rui Cao · 2024 to 2026
$747k
Predicting Efficacy of Nanomedicine Based Chemotherapeutics using Contrast Enhanced UltrasoundR01EB037413 · NIBIB · CASE WESTERN RESERVE UNIVERSITY · PI Agata A Exner · 2026 to 2026
$532k
NCATS NIH HHS UM1 TR004528NIBIB NIH HHS R00 EB034298NIBIB NIH HHS R01 EB037413
6 · The paper itself

Abstract

Understanding how brain stimulation engages neural circuits requires readouts that combine rapid monitoring, access to deep structures, and high spatiotemporal resolution. Few existing modalities can provide this combination. This minireview summarizes recent advances in the application of functional ultrasound (fUS) imaging to preclinical brain stimulation, with an emphasis on its value as an advanced functional imaging modality across different stimulation paradigms. Building on ultrafast ultrasound, fUS captures cerebral hemodynamic changes associated with neural activity, enabling near-real-time hemodynamic monitoring with high spatiotemporal resolution. We survey the applications of fUS across optogenetic stimulation, deep brain stimulation (DBS), and focused ultrasound (FUS) stimulation, covering its role in mapping stimulation-evoked network responses and characterizing parameter-dependent neuromodulation effects. We further argue that the unique compatibility between fUS as a readout and FUS as an effector points toward a fully integrated read-write closed-loop neuromodulation framework, in which fUS continuously monitors brain hemodynamic states and feeds these signals back into an adaptive controller to deliver FUS. Together, these directions position fUS as an effective and promising tool for examining the mechanisms of brain function and its responses to stimuli and for developing precise, adaptive neuromodulation strategies.

Indexed as

brain–machine interfacedeep brain stimulationfocused ultrasoundfunctional ultrasound (fUS)optogenetics

Identifiers

PMID42602063
PMCPMC13473158

What Socratic holds

Textmetadata
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.