Evidence map›Paper›PMID 42959235›Full record

ReviewFrontiers in neurology2026

Hemodynamic biomarkers in symptomatic intracranial atherosclerotic stenosis: evidence boundaries and research pathways from prognostic stratification to treatment-effect prediction.

Ruying Hu, Zizhao Zhang, Zipeng Wang, Jianmin Liu, Lei Zhang, Hongjian Zhang

Abstract readReview
In one paragraph

Review in Frontiers in neurology, 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

6 authors.

Ruying HuOriental Pan-Vascular Devices Innovation College, University of Shanghai for Science and Technology, Shanghai, China.
Zizhao ZhangOriental Pan-Vascular Devices Innovation College, University of Shanghai for Science and Technology, Shanghai, China.
Zipeng WangOriental Pan-Vascular Devices Innovation College, University of Shanghai for Science and Technology, Shanghai, China.
Jianmin LiuOriental Pan-Vascular Devices Innovation College, University of Shanghai for Science and Technology, Shanghai, China.
Lei ZhangOriental Pan-Vascular Devices Innovation College, University of Shanghai for Science and Technology, Shanghai, China.
Hongjian ZhangOriental Pan-Vascular Devices Innovation College, University of Shanghai for Science and Technology, Shanghai, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Symptomatic intracranial atherosclerotic stenosis (sICAS) has traditionally been stratified primarily according to angiographic stenosis severity. However, this anatomical approach does not adequately capture the heterogeneity of ischemic mechanisms, distal hemodynamic compromise, or treatment response, prompting increasing interest in hemodynamic biomarkers for mechanism-based risk stratification. In this review, we propose an evidence framework that evaluates these biomarkers across measurement validity, mechanistic coherence, prognostic association, treatment-effect prediction, external validation, and clinical utility, while integrating lesion function, distal perfusion, compensatory capacity, and parallel embolic and perforator pathways. Although several measures, particularly distal hypoperfusion and borderzone infarction, have shown prognostic value, the evidence identified in this review remains dominated by single-center studies, platform-specific definitions, and incompletely validated thresholds. Among the completed direct sICAS studies identified, we found no prospective validation of a hemodynamic biomarker as a treatment-effect modifier. Translation requires standardized measurement, prespecified biomarker definitions, and external validation. Claims of treatment-effect modification additionally require prespecified interaction analyses within appropriate treatment comparisons, preferably randomized. Biomarker-guided treatment selection should be supported by reliable estimates of absolute benefits and harms and evidence of clinical utility.

Indexed as

Cerebrovascular CirculationHemodynamicsIntracranial ArteriosclerosisBiomarkersConstriction, PathologicHumansPrognosisBiomarkersbiomarkerscerebral perfusioncomputational fluid dynamicsHemodynamicssymptomatic intracranial atherosclerotic stenosis

Identifiers

PMID42959235
PMCPMC13716985

What OpenQuestion holds

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Registered trials

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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.