Assessment techniques in preclinical and clinical stroke studies

Stroke is the leading cause of disability and mortality worldwide. Thus, necessitating its accurate and timely diagnosis, along with differentiation of the stroke subtype. Assessment techniques in both preclinical and clinical setup encompasses deciphering pathology and evaluating treatment efficacy. Such assessments are pivotal for constructing favorable patient outcome in stroke. In the preclinical aspect, methods involving in vivo imaging and behavioral tests, along with ex vivo staining procedures, biochemical, molecular and mitochondrial assays, are implemented in different animal stroke models. Whereas in the clinical aspect, advanced neuroimaging techniques such as, MRI, CT, PET, and SPECT, also recently assisted with AI-based analysis are the basis for stroke assessment. Certain blood-based biomarkers are also being evaluated in pre-clinical and clinical domains to serve as reference for assessment of stroke subtype and prognosis prediction. In this review, we attempt outline key assessment techniques across both domains, while highlighting their significance in stroke.

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Publication Details

Journal
Health Sciences Review
Published
2026-01-29
DOI
https://doi.org/10.1016/j.hsr.2026.100263
Primary Topic
Acute Ischemic Stroke Management
Type
article
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article

Assessment techniques in preclinical and clinical stroke studies

Ushmita Mukherjee, Nikita Malik, Anita Kumari, Anirban Barik et al.
Health Sciences Review
Acute Ischemic Stroke Management
article

Assessment techniques in preclinical and clinical stroke studies

Ushmita Mukherjee, Nikita Malik, Anita Kumari, Anirban Barik, Bijoyani Ghosh, Aishika Datta, P. Bhattacharya, Akshada Dubey, Gautam Karmarkar, Vinod Pothulothu Naik, Tejal Yeole, Swagata Bhattacharya
article en

Abstract

Stroke is the leading cause of disability and mortality worldwide. Thus, necessitating its accurate and timely diagnosis, along with differentiation of the stroke subtype. Assessment techniques in both preclinical and clinical setup encompasses deciphering pathology and evaluating treatment efficacy. Such assessments are pivotal for constructing favorable patient outcome in stroke. In the preclinical aspect, methods involving in vivo imaging and behavioral tests, along with ex vivo staining procedures, biochemical, molecular and mitochondrial assays, are implemented in different animal stroke models. Whereas in the clinical aspect, advanced neuroimaging techniques such as, MRI, CT, PET, and SPECT, also recently assisted with AI-based analysis are the basis for stroke assessment. Certain blood-based biomarkers are also being evaluated in pre-clinical and clinical domains to serve as reference for assessment of stroke subtype and prognosis prediction. In this review, we attempt outline key assessment techniques across both domains, while highlighting their significance in stroke.

Health Sciences ReviewVol. 18
National Institute of Pharmaceutical Education and Research - Ahmedabad (IN)
Good health and well-being
Openalex Percentile: Top 73%
Acute Ischemic Stroke Management
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