Electrical impedance spectroscopy signatures of red blood cells and platelets in acute ischemic stroke clots in the Clotbase International Registry: Significance for etiology and first pass effect

BackgroundClot composition plays a key role in the pathophysiology of Acute Ischemic Stroke (AIS) and impacts the effectiveness of treatments such as thrombolysis and mechanical thrombectomy (MT). Developing an electrochemical impedance spectroscopy (EIS) based device to identify clot characteristic...

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Published inJournal of neurointerventional surgery
Main Authors Sahin, Cansu, Giraud, Alice, Sak, Nazan Güner, Liu, Wenyi, Messina, Pierluca, Bozsak, Franz, Darcourt, Jean, Sacchetti, Federico, Januel, Anne-Christine, Bellanger, Guillaume, Pagola, Jorge, Juega, Jesus, Imamura, Hirotoshi, Ohta, Tsuyoshi, Spelle, Laurent, Chalumeau, Vanessa, Mircic, Uros, Stanarcevic, Predrag D, Vukasinovic, Ivan, Ribo, Marc, Sakai, Nobuyuki, Cognard, Christophe, Doyle, Karen
Format Journal Article
LanguageEnglish
Published BMA House, Tavistock Square, London, WC1H 9JR BMJ Publishing Group Ltd 15.07.2025
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ISSN1759-8478
1759-8486
DOI10.1136/jnis-2025-023658

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Abstract BackgroundClot composition plays a key role in the pathophysiology of Acute Ischemic Stroke (AIS) and impacts the effectiveness of treatments such as thrombolysis and mechanical thrombectomy (MT). Developing an electrochemical impedance spectroscopy (EIS) based device to identify clot characteristics could improve stroke treatment outcomes. This study aims to estimate the red blood cell (RBC) and platelet content in extracted AIS clots and explore EIS’s relevance to clinically important parameters, including stroke etiology and First Pass Effect (FPE).MethodsA total of 508 clots from 426 MT patients at five stroke centers in France, Japan, Serbia, and Spain (February 2021–2024) were analyzed in the Clotbase International Registry. EIS was performed on retrieved clots, followed by Martius Scarlet Blue staining and CD42b immunohistochemistry. EIS based models to quantify RBCs and platelets were designed using a development dataset (n=309), validated on a blinded dataset (n=199), and combined in a full dataset (n=508). Components (median interquartile range (IQR)) were quantified, correlating RBC and platelet percentages with impedance and clinical parameters.ResultsCorrelations between content as determined by EIS and histology were validated in a blind dataset for RBCs (r=0.7, P<0.0001) and platelets (r=0.5, P<0.0001). Similar correlations were observed in the full dataset. Large-artery atherosclerosis clots had significantly higher RBC (46.0% (25.7–67.7)) and lower platelet content (31.7% (22.4–42.7)) compared with cardioembolic (RBCs: 34.9% (14.0–56.2); platelets: 36.5% (26.7–51.0)) and cryptogenic (RBCs: 31.5% (17.4–63.6); platelets: 37.8% (28.4–50.8)). FPE was associated with significantly higher RBC (40.0% (25.6–55.4) vs non-FPE: 31.2% (6.6–50.2)) and lower platelet content (42.0% (32.0–54.0) vs non-FPE: 47.7% (30.6–65.0)), confirmed by histology.ConclusionEIS of RBCs and platelets provide an accurate assessment of clot composition, correlating strongly with histology. EIS holds the potential to deliver clinically relevant information on clot characteristics at the point of care.
AbstractList BackgroundClot composition plays a key role in the pathophysiology of Acute Ischemic Stroke (AIS) and impacts the effectiveness of treatments such as thrombolysis and mechanical thrombectomy (MT). Developing an electrochemical impedance spectroscopy (EIS) based device to identify clot characteristics could improve stroke treatment outcomes. This study aims to estimate the red blood cell (RBC) and platelet content in extracted AIS clots and explore EIS’s relevance to clinically important parameters, including stroke etiology and First Pass Effect (FPE).MethodsA total of 508 clots from 426 MT patients at five stroke centers in France, Japan, Serbia, and Spain (February 2021–2024) were analyzed in the Clotbase International Registry. EIS was performed on retrieved clots, followed by Martius Scarlet Blue staining and CD42b immunohistochemistry. EIS based models to quantify RBCs and platelets were designed using a development dataset (n=309), validated on a blinded dataset (n=199), and combined in a full dataset (n=508). Components (median interquartile range (IQR)) were quantified, correlating RBC and platelet percentages with impedance and clinical parameters.ResultsCorrelations between content as determined by EIS and histology were validated in a blind dataset for RBCs (r=0.7, P<0.0001) and platelets (r=0.5, P<0.0001). Similar correlations were observed in the full dataset. Large-artery atherosclerosis clots had significantly higher RBC (46.0% (25.7–67.7)) and lower platelet content (31.7% (22.4–42.7)) compared with cardioembolic (RBCs: 34.9% (14.0–56.2); platelets: 36.5% (26.7–51.0)) and cryptogenic (RBCs: 31.5% (17.4–63.6); platelets: 37.8% (28.4–50.8)). FPE was associated with significantly higher RBC (40.0% (25.6–55.4) vs non-FPE: 31.2% (6.6–50.2)) and lower platelet content (42.0% (32.0–54.0) vs non-FPE: 47.7% (30.6–65.0)), confirmed by histology.ConclusionEIS of RBCs and platelets provide an accurate assessment of clot composition, correlating strongly with histology. EIS holds the potential to deliver clinically relevant information on clot characteristics at the point of care.
Clot composition plays a key role in the pathophysiology of Acute Ischemic Stroke (AIS) and impacts the effectiveness of treatments such as thrombolysis and mechanical thrombectomy (MT). Developing an electrochemical impedance spectroscopy (EIS) based device to identify clot characteristics could improve stroke treatment outcomes. This study aims to estimate the red blood cell (RBC) and platelet content in extracted AIS clots and explore EIS's relevance to clinically important parameters, including stroke etiology and First Pass Effect (FPE). A total of 508 clots from 426 MT patients at five stroke centers in France, Japan, Serbia, and Spain (February 2021-2024) were analyzed in the Clotbase International Registry. EIS was performed on retrieved clots, followed by Martius Scarlet Blue staining and CD42b immunohistochemistry. EIS based models to quantify RBCs and platelets were designed using a development dataset (n=309), validated on a blinded dataset (n=199), and combined in a full dataset (n=508). Components (median interquartile range (IQR)) were quantified, correlating RBC and platelet percentages with impedance and clinical parameters. Correlations between content as determined by EIS and histology were validated in a blind dataset for RBCs (r=0.7, P<0.0001) and platelets (r=0.5, P<0.0001). Similar correlations were observed in the full dataset. Large-artery atherosclerosis clots had significantly higher RBC (46.0% (25.7-67.7)) and lower platelet content (31.7% (22.4-42.7)) compared with cardioembolic (RBCs: 34.9% (14.0-56.2); platelets: 36.5% (26.7-51.0)) and cryptogenic (RBCs: 31.5% (17.4-63.6); platelets: 37.8% (28.4-50.8)). FPE was associated with significantly higher RBC (40.0% (25.6-55.4) vs non-FPE: 31.2% (6.6-50.2)) and lower platelet content (42.0% (32.0-54.0) vs non-FPE: 47.7% (30.6-65.0)), confirmed by histology. EIS of RBCs and platelets provide an accurate assessment of clot composition, correlating strongly with histology. EIS holds the potential to deliver clinically relevant information on clot characteristics at the point of care.
Author Januel, Anne-Christine
Giraud, Alice
Ribo, Marc
Vukasinovic, Ivan
Sakai, Nobuyuki
Sahin, Cansu
Liu, Wenyi
Pagola, Jorge
Doyle, Karen
Juega, Jesus
Bozsak, Franz
Stanarcevic, Predrag D
Cognard, Christophe
Mircic, Uros
Imamura, Hirotoshi
Ohta, Tsuyoshi
Sak, Nazan Güner
Messina, Pierluca
Bellanger, Guillaume
Spelle, Laurent
Chalumeau, Vanessa
Darcourt, Jean
Sacchetti, Federico
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Keywords Stroke
Thrombectomy
Language English
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Snippet BackgroundClot composition plays a key role in the pathophysiology of Acute Ischemic Stroke (AIS) and impacts the effectiveness of treatments such as...
Clot composition plays a key role in the pathophysiology of Acute Ischemic Stroke (AIS) and impacts the effectiveness of treatments such as thrombolysis and...
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bmj
SourceType Index Database
Publisher
SubjectTerms Ischemic stroke
Stroke
Thrombectomy
Title Electrical impedance spectroscopy signatures of red blood cells and platelets in acute ischemic stroke clots in the Clotbase International Registry: Significance for etiology and first pass effect
URI https://jnis.bmj.com/content/early/2025/07/15/jnis-2025-023658.full
https://www.ncbi.nlm.nih.gov/pubmed/40664428
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