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A Novel Combination of Blood Biomarkers and Clinical Stroke Scales Facilitates Detection of Large Vessel Occlusion Ischemic Strokes.

Publication ,  Journal Article
Gaude, E; Nogueira, B; Ladreda Mochales, M; Graham, S; Smith, S; Shaw, L; Graziadio, S; Ladreda Mochales, G; Sloan, P; Bernstock, JD; Price, CI ...
Published in: Diagnostics (Basel)
June 22, 2021

Acute ischemic stroke caused by large vessel occlusions (LVOs) is a major contributor to stroke deaths and disabilities; however, identification for emergency treatment is challenging. We recruited two separate cohorts of suspected stroke patients and screened a panel of blood-derived protein biomarkers for LVO detection. Diagnostic performance was estimated by using blood biomarkers in combination with NIHSS-derived stroke severity scales. Multivariable analysis demonstrated that D-dimer (OR 16, 95% CI 5-60; p-value < 0.001) and GFAP (OR 0.002, 95% CI 0-0.68; p-value < 0.05) comprised the optimal panel for LVO detection. Combinations of D-dimer and GFAP with a number of stroke severity scales increased the number of true positives, while reducing false positives due to hemorrhage, as compared to stroke scales alone (p-value < 0.001). A combination of the biomarkers with FAST-ED resulted in the highest accuracy at 95% (95% CI: 87-99%), with sensitivity of 91% (95% CI: 72-99%), and specificity of 96% (95% CI: 90-99%). Diagnostic accuracy was confirmed in an independent cohort, in which accuracy was again shown to be 95% (95% CI: 87-99%), with a sensitivity of 82% (95% CI: 57-96%), and specificity of 98% (95% CI: 92-100%). Accordingly, the combination of D-dimer and GFAP with stroke scales may provide a simple and highly accurate tool for identifying LVO patients, with a potential impact on time to treatment.

Duke Scholars

Published In

Diagnostics (Basel)

DOI

ISSN

2075-4418

Publication Date

June 22, 2021

Volume

11

Issue

7

Location

Switzerland

Related Subject Headings

  • 3202 Clinical sciences
 

Citation

APA
Chicago
ICMJE
MLA
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Gaude, E., Nogueira, B., Ladreda Mochales, M., Graham, S., Smith, S., Shaw, L., … Price, C. I. (2021). A Novel Combination of Blood Biomarkers and Clinical Stroke Scales Facilitates Detection of Large Vessel Occlusion Ischemic Strokes. Diagnostics (Basel), 11(7). https://doi.org/10.3390/diagnostics11071137
Gaude, Edoardo, Barbara Nogueira, Marcos Ladreda Mochales, Sheila Graham, Sarah Smith, Lisa Shaw, Sara Graziadio, et al. “A Novel Combination of Blood Biomarkers and Clinical Stroke Scales Facilitates Detection of Large Vessel Occlusion Ischemic Strokes.Diagnostics (Basel) 11, no. 7 (June 22, 2021). https://doi.org/10.3390/diagnostics11071137.
Gaude E, Nogueira B, Ladreda Mochales M, Graham S, Smith S, Shaw L, et al. A Novel Combination of Blood Biomarkers and Clinical Stroke Scales Facilitates Detection of Large Vessel Occlusion Ischemic Strokes. Diagnostics (Basel). 2021 Jun 22;11(7).
Gaude, Edoardo, et al. “A Novel Combination of Blood Biomarkers and Clinical Stroke Scales Facilitates Detection of Large Vessel Occlusion Ischemic Strokes.Diagnostics (Basel), vol. 11, no. 7, June 2021. Pubmed, doi:10.3390/diagnostics11071137.
Gaude E, Nogueira B, Ladreda Mochales M, Graham S, Smith S, Shaw L, Graziadio S, Ladreda Mochales G, Sloan P, Bernstock JD, Shekhar S, Gropen TI, Price CI. A Novel Combination of Blood Biomarkers and Clinical Stroke Scales Facilitates Detection of Large Vessel Occlusion Ischemic Strokes. Diagnostics (Basel). 2021 Jun 22;11(7).

Published In

Diagnostics (Basel)

DOI

ISSN

2075-4418

Publication Date

June 22, 2021

Volume

11

Issue

7

Location

Switzerland

Related Subject Headings

  • 3202 Clinical sciences