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Liu, Yang

0000-0002-9132-0258

Mayo Clinic

Radiology, Mayo Clinic, Rochester, Minnesota, USA.

Citations 16

Preclinical feasibility study for transvascular drainage of non-acute subdural hematomas
Liu, Yang , Madhani, Sarosh Irfan , Larco, Jorge Luis Arturo, Shahid, Adnan Hussain , Şenol, Yiğit Can , Lylyk, Pedro , Arturo Larco, Jorge Luis, Lylyk, Pedro N, Savastano, Luis , Liu, Yang , Shahid, Adnan H , Senol, Yigit Can , Larco, Jorge Arturo

Journal of NeuroInterventional Surgery | August 8, 2025 | Volume: 18 | Issue: 5 | Pages: 1355-1363

10.1136/jnis-2025-023794 Get It

Background Non-acute or chronic subdural hematoma (cSDH) is commonly treated with surgical evacuation followed by middle meningeal artery embolization (MMAe). This two step approach increases procedural complexity and redundancy, hospitalization duration, and patient risk. We hypothesized that cSDH could be managed through a single session endovascular procedure and conducted a multimodal preclinical study to evaluate feasibility. Methods We performed three-dimensional heat mapping of hematoma distribution from preoperative CT scans (n=69) and analyzed middle meningeal artery (MMA) and superior sagittal sinus (SSS) anatomy and perforation trajectories using imaging from 107 patients. Rheological properties of 41 SDH samples were assessed using hybrid rheometry and modeled with the Carreau equation. Aspiration feasibility was tested using a 0.027 inch microcatheter (n=16), and dura perforation forces were quantified with a 28 G needle in fresh cadaveric dura (n=10). Results Heat mapping localized cSDH to the parietal convexities (>80% probability) under the branches of the MMA, with limited midline involvement and proximity to the SSS (<10%). The posterior division of the MMA (diameter 1.23±0.23 mm) accommodated a 0.027 inch microcatheter in >90% of cases, with perforation trajectories targeting high probability hematoma zones in 105 of 107 cases. SDH samples exhibited shear thinning viscosity ( η ₀ =172 mPa×s, η ∞ =2.78 mPa×s), with mean aspiration times of 1.21±0.54 min per 10 mL. Perforation forces averaged 0.68±0.24 N in normal and 1.29±0.48 N in calcified dura (P=0.05). Conclusion Anatomical, rheological, and biomechanical data from this study support the feasibility of endovascular drainage of cSDH through the MMA.
Unifying theory of carotid plaque disruption based on structural phenotypes and forces expressed at the lumen/wall interface
Mousavi, H A Ebrahimzadeh, Liu, Yang , Khalsa, Siri Sahib S. , Reddy, Adithya , Brinjikji, Waleed , Bhambri, Ankur, Cockrum, Joshua , Thompson, B. Gregory , Seibel, Eric J. , Yonas, Howard, Savastano, Luis , Liu, Yang , Zheng, Yihao , Mousavi, Hossein, Davis, Evan, Pandey, Aditya S , Gordon, David J.

Stroke and Vascular Neurology | June 1, 2022 | Volume: 7 | Issue: 6 | Pages: 465-475

10.1136/svn-2021-001451 Get It

Objectives To integrate morphological, haemodynamic and mechanical analysis of carotid atheroma driving plaque disruption. Materials and methods First, we analysed the phenotypes of carotid endarterectomy specimens in a photographic dataset A, and matched them with the likelihood of preoperative stroke. Second, laser angioscopy was used to further define the phenotypes in intact specimens (dataset B) and benchmark with histology. Third, representative vascular geometries for each structural phenotype were analysed with Computational Fluid Dynamics (CFD), and the mechanical strength of the complicated atheroma to resist penetrating forces was quantified (n=14). Results In dataset A (n=345), ulceration (fibrous cap disruption) was observed in 82% of all plaques, intraplaque haemorrhage in 68% (93% subjacent to an ulcer) and false luminal formation in 48%. At least one of these ‘rupture’ phenotypes was found in 97% of symptomatic patients (n=69) compared with 61% in asymptomatic patients. In dataset B (n=30), laser angioscopy redemonstrated the structural phenotypes with near-perfect agreement with histology. In CFD, haemodynamic stress showed a large pulse magnitude, highest upstream to the point of maximal stenosis and on ulceration the inflow stream excavates the necrotic core cranially and then recirculates into the true lumen. Based on mechanical testing (n=14), the necrotic core is mechanically weak and penetrated by the blood on fibrous cap disruption. Conclusions Fibrous cap ulceration, plaque haemorrhage and excavation are sequential phenotypes of plaque disruption resulting from the chiselling effect of haemodynamic forces over unmatched mechanical tissue strength. This chain of events may result in thromboembolic events independently of the degree of stenosis.
Risk Factors of Futile Recanalization Following Endovascular Treatment in Patients With Large‐Vessel Occlusion: Systematic Review and Meta‐Analysis
Abbasi, Mehdi , Liu, Yang , Brinjikji, Waleed , Savastano, Luis , Shahid, Adnan H , Larco, Jorge L. Arturo, Madhani, Sarosh Irfan , Savastano, Luis E , Liu, Yang , Shahid, Adnan Hussain , Larco, Jorge Arturo

Stroke: Vascular and Interventional Neurology | May 20, 2022 | Volume: 2 | Issue: 6 | Pages: No page available

10.1161/svin.121.000257 Get It

Background Although successful recanalization (modified Thrombolysis in Cerebral Infarction score 2b–3) can be achieved in >80% of patients experiencing stroke attributable to large‐vessel occlusion, up to 50% of patients may develop poor clinical outcomes (modified Rankin scale score at 90 days of 3–6), termed as futile recanalization (FR). The meta‐analysis aims to determine various risk factors associated with FR. Methods In February 2021, a comprehensive literature search on risk factors associated with FR was performed with keywords, including “stroke,” “thrombectomy,” “treatment outcome,” and “risk factors.” Their correlations with FR were evaluated using the random effect size meta‐analysis model. Results Twenty studies with 3037 patients were included with an FR rate of 51.0%. Our meta‐analyses showed that age (mean difference [MD], 5.6; 95% CI, 4.7–6.6), National Institutes of Health Stroke Scale score (MD, 4.2; 95% CI, 3.2–5.1), Alberta Stroke Program Early Computed Tomography (CT) Score (MD, −0.5; 95% CI, 0.8–0.3), hypertension (odds ratio [OR], 1.5; 95% CI, 1.3–1.9), systolic blood pressure (MD, 6.9; 95% CI, 3.6–8.7), atrial fibrillation (OR, 1.5; 95% CI, 1.2–1.8), IV tPA (tissue‐type plasminogen activator) (OR, 0.7; 95% CI, 0.5–0.8), puncture to recanalization time (MD, 9.6; 95% CI, 5.3–13.8), and time of onset to recanalization (MD, 32.1; 95% CI, 6.5–47.7) were significantly associated with FR ( P <0.001). Conclusions Age, admission National Institutes of Health Stroke Scale score, Alberta Stroke Program Early CT Score, comorbidities, including hypertension, systolic blood pressure, atrial fibrillation, and use of IV tPA, as well as time frames, including onset to recanalization and onset to arrival, were significant influencing factors for FR after mechanical thrombectomy. Future research on the mechanism underlying FR is warranted.
An in vitro model for Extracellular DNA Traps (ETs)-rich Human Thrombus Analogs
Liu, Yang , Dai, Daying , Abbasi, Mehdi , Mereuta, Oana Madalina , Gamb, Scott I., Kadirvel, Ramanathan , Kallmes, David F. , Brinjikji, Waleed , Dai, Daying , Madalina Mereuta, Oana , Liu, Yang

Journal of NeuroInterventional Surgery | April 28, 2022 | Volume: 15 | Issue: 6 | Pages: 589-593

10.1136/neurintsurg-2022-018790 Get It

Background Extracellular DNA traps (ETs) have important implications in both thrombosis and thrombolysis. Thus, developing benchtop thrombus analogs that recapitulate clinical ETs is potentially of great value for preclinical development and testing of thrombolytic agents and thrombectomy devices. In this study, we aimed to develop ETs-rich thrombus analogs for preclinical testing. Methods Red blood cell (RBC)-rich, fibrin-rich, and platelet-rich thrombus analogs were created using human whole blood, platelet-poor plasma, and platelet-rich plasma obtained from the blood bank following institutional approval. Peripheral blood mononuclear cells (9.9×106 cells/mL) isolated from human whole blood and lipopolysaccharide (1 µg/mL) were added to induce ETs. Histochemical, immunohistochemistry and immunofluorescence were used to identify thrombus components and ETs. Scanning electronic microscopy was used to investigate the ultrastructure of the thrombus analogs. The thrombus compositions, morphologic features of ETs and citrullinated histone H3 (H3Cit) expression were compared with those of thrombi retrieved from patients by thrombectomy. Results ETs-rich thrombus analogs were more compacted th-an the ETs-poor thrombus analogs. ETs were identified in both ETs-rich thrombus analogs and patient thrombi showing morphologic features including nuclear lobulation, nuclear swelling, diffused chromatin within cytoplasm, DNA/chromatin extending intracellularly and extracellularly, and extracellular chromatin patches and bundles. In the ETs-poor thrombus analogs, ETs were not observed and H3Cit expression was absent to minimal. The compositions and H3Cit expression in the ETs-rich thrombus analogs fell in the range of patient thrombi. Conclusions ETs-rich thrombus analogs can be consistently created in vitro and may benefit the preclinical development and testing of new thrombolytic agents and thrombectomy devices.
Correlation of Neutrophil to Lymphocyte Ratio with Expression of Neutrophil Extracellular Traps Within Stroke Emboli
Larco, Jorge Arturo , Abbasi, Mehdi , Mereuta, Madalina Oana, Liu, Yang , Dai, Daying , Kadirvel, Ramanathan , Kallmes, David F. , Brinjikji, Waleed , Madhani, Sarosh Irfan , Liu, Yang , Dai, Daying , Kadirvel, Ram , Savastano, Luis , Kallmes, David F , Brinjikji, Waleed , Arturo Larco, Jorge L

Interventional Neuroradiology | December 8, 2021 | Volume: 28 | Issue: 6 | Pages: 726-730

10.1177/15910199211065530 Get It

Background & Purpose It has been hypothesized that circulating neutrophils have a direct correlation with the composition of emboli in acute ischemic stroke (AIS). The aim of this study is to evaluate the association between neutrophil-lymphocyte ratio (NLR) in peripheral blood and the expression of neutrophil extracellular traps (NETs) within stroke emboli. Methods Consecutive patients with acute ischemic stroke (AIS) due to large vessel occlusion (LVO) that underwent mechanical thrombectomy (MT) were included. Patients were divided into two groups based on NLR median value. Retrieved thrombi were histologically analyzed using Martius Scarlett Blue (MSB) for main thrombus components including red blood cells (RBCs), white blood cells (WBCs), fibrin and platelet. Immunohistochemistry staining for von Willebrand Factor (vWF) and anti-citrullinated H3 (H3Cit; NETs marker) was also performed. Results Samples from a total of 84 patients were included. The average percentage of RBCs, WBCs, fibrin, platelet, H3Cit, and vWF components in thrombi were 45.1%, 3.5%, 21.8%, 29.6%, 19.7% and 14.8% respectively. When stratifying by NLR group [low (≤3.94) versus high (>3.95)], high NLR group had significantly more WBCs (4.5%), fibrin (24.2%), H3Cit (22.7%) and vWF (17.1%) thrombus fractions compared to low NLR group. Additionally, RBC content (38.8%) was lower in the high NLR group. Conclusions NLR is correlated with the amounts of WBCs, fibrin, NETs and vWF within the thrombi retrieved from AIS patients due to LVO.
Thrombus Histology as It Relates to Mechanical Thrombectomy: A Meta-Analysis and Systematic Review
Bhambri, Ankur, Adapa, Arjun R. , Liu, Yang , Boeckh‐Behrens, Tobias , Procházka, Václav , Hernández‐Fernández, Francisco , Hashimoto, Tetsuya , Chaudhary, Neeraj , Savastano, Luis E., Chaudhary, Neeraj , Pandey, Aditya S , Liu, Yang , Barbella-Aponte, Rosa Angélica , Savastano, Luis , Gemmete, Joseph John , Shih, Albert J.

Neurosurgery | September 8, 2021 | Volume: 89 | Issue: 6 | Pages: 1122-1131

10.1093/neuros/nyab366 Get It

Abstract BACKGROUND Appropriate thrombus-device interaction is critical for recanalization. Histology can serve as a proxy for mechanical properties, and thus inform technique selection. OBJECTIVE To investigate the value of histologic characterization, we conducted a systematic review and meta-analysis on the relationship between thrombus histology and recanalization, technique, etiology, procedural efficiency, and imaging findings. METHODS In this meta-analysis, we identified studies published between March 2010 and March 2020 reporting findings related to the histologic composition of thrombi in large vessel occlusion stroke. Studies with at least 10 patients who underwent mechanical thrombectomy using stent retriever or aspiration were considered. Only studies in which retrieved thrombi were histologically processed were included. Patient-level data were requested when data could not be directly extracted. The primary outcome assessed was the relationship between thrombus histology and angiographic outcome. RESULTS A total of 22 studies encompassing 1623 patients met inclusion criteria. Clots associated with good angiographic outcome had higher red blood cell (RBC) content (mean difference [MD] 9.60%, 95% CI 3.85-15.34, P = .008). Thrombi retrieved by aspiration had less fibrin (MD −11.39, 95% CI −22.50 to −0.27, P = .046) than stent-retrieved thrombi. Fibrin/platelet-rich clots were associated with longer procedure times (MD 13.20, 95% CI 1.30-25.10, P = .037). Hyperdense artery sign was associated with higher RBC content (MD 14.17%, 95% CI 3.07-25.27, P = .027). No relationship was found between composition and etiology. CONCLUSION RBC-rich thrombi were associated with better recanalization outcomes and shorter procedure times, suggesting that preinterventional compositional characterization may yield important prognostic and therapeutic guidance.
Mechanisms of fibrinolysis resistance and potential targets for thrombolysis in acute ischaemic stroke: lessons from retrieved stroke emboli
Brinjikji, Waleed , Mereuta, Oana Madalina , Kallmes, David F. , Liu, Yang , Nimjee, Shahid M. , Abbasi, Mehdi , Kadirvel, Ramanathan , Madalina Mereuta, Oana , Savastano, Luis , Liu, Yang , Abbasi, Mehdi , Nimjee, Shahid M , Dai, Daying , Nogueira, Raul G.

Stroke and Vascular Neurology | July 26, 2021 | Volume: 6 | Issue: 4 | Pages: 658-667

10.1136/svn-2021-001032 Get It

There has been growing interest and insight into the histological composition of retrieved stroke emboli. One of the main focuses of the stroke clot analysis literature has been the implications of clot composition on mechanical thrombectomy procedures. However, the holy grail of clot analysis may not be in the field of clot–device interaction, but rather, in understanding mechanisms of fibrinolysis resistance. The mechanisms underlying the low response to fibrinolytic therapy, even with the newer, more powerful agents, remain poorly understood. While factors such as embolus size, location and collateral status influence alteplase delivery and recanalisation rates; compositional analyses focused on histological and ultrastructural characteristics offer unique insights into mechanisms of alteplase resistance. In this review, we strive to provide comprehensive review of current knowledge on clot composition and ultrastructural analyses that help explain resistance to fibrinolysis.
Per-pass analysis of recanalization and good neurological outcome in thrombectomy for stroke: Systematic review and meta-analysis
Larco, Jorge Arturo , Abbasi, Mehdi , Liu, Yang , Kadirvel, Ramanathan , Brinjikji, Waleed , Arturo Larco, Jorge L , Madhani, Sarosh Irfan , Shahid, Adnan Hussain , Kadirvel, Ram , Brinjikji, Waleed , Savastano, Luis E., Liu, Yang , Savastano, Luis

Interventional Neuroradiology | July 7, 2021 | Volume: 28 | Issue: 3 | Pages: 358-363

10.1177/15910199211028342 Get It

Background and aim First pass effect (FPE) is defined as achieving a complete recanalization with a single thrombectomy device pass. Although clinically desired, FPE is reached in less than 30% of thrombectomy procedures. Multiple device passes are often necessary to achieve successful or complete recanalization. We performed a systematic review and meta-analysis to determine the recanalization rate after each pass of mechanical thrombectomy and its association with good neurological outcome. Methods A literature search was performed for studies reporting the number of device passes required for either successful (mTICI 2b or higher) or complete (mTICI 2c or higher) recanalization. Using random-effect meta-analysis, we evaluated the likelihood of recanalization and good neurological outcome (measured with the modified Rankin Score <2 at 90 days) after each device pass. Results Thirteen studies comprising 4197 patients were included. Among cases with failed first pass, 24% of them achieved final complete recanalization and 45% of them achieved final successful recanalization. Independently to the total number of previously failed attempts, the likelihood of achieving successful recanalization was 30% per pass, and the likelihood to achieve complete recanalization was about 20% per pass. The likelihood of good neurological outcome in patients with final successful recanalization decreased after each device pass: 55% after the first pass, 48% after the second pass, 42% after the third pass, 36% after the fourth pass, and 26% for 5 passes or more. Conclusion Each pass is associated with a stable likelihood of recanalization but a decreased likelihood of good neurological outcome.
Per pass analysis of thrombus composition retrieved by mechanical thrombectomy
Abbasi, Mehdi , Kvamme, Peter , Patel, Biraj M. , Gounis, Matthew J. , Kadirvel, Ramanathan , Kallmes, David F. , Doyle, Karen , Cloft, Harry J. , Liu, Yang , Thacker, Ike, Aghaebrahim, Amin, Sauvageau, Eric , Copelan, Alexander , Nazari, Pouya , Cantrell, Donald R. , Bhuva, Parita, Soomro, Jazba , Mohammaden, Mahmoud , Pisani, Leonardo , Puri, Ajit S , Brinjikji, Waleed , Patel, Biraj M , Fitzgerald, Seán , Mereuta, Oana M, Dai, Daying , Kadirvel, Ram , Kallmes, David F , Savastano, Luis E., Kayan, Yasha , Nazari, Pouya , Al-Bayati, Alhamza , Brinjikji, Waleed , Liu, Yang , Layton, Kennith F. , Hanel, Ricardó A. , Almekhlafi, Mohammed , Almandoz, Josser E Delgado , Mendes Pereira, Vitor , Jahromi, Babak S. , Yoo, Albert J. , Nogueira, Raul G. , Fitzgerald, Seán , Mereuta, Oana Madalina , Dai, Daying , Savastano, Luis , Demchuk, Andrew M. , Entwistle, John, Haussen, Diogo C , Al‐Bayati, Alhamza R , Rodrigues, Gabriel Martins

Interventional Neuroradiology | April 7, 2021 | Volume: 27 | Issue: 6 | Pages: 815-820

10.1177/15910199211009119 Get It

Background and aim Mechanical thrombectomy (MT) for large vessel occlusion often requires multiple passes to retrieve the entire thrombus load. In this multi-institutional study we sought to examine the composition of thrombus fragments retrieved with each pass during MT. Methods Patients who required multiple passes during thrombectomy were included. Histopathological evaluation of thrombus fragments retrieved from each pass was performed using Martius Scarlet Blue staining and the composition of each thrombus component including RBC, fibrin and platelet was determined using image analysis software. Results 154 patients underwent MT and 868 passes was performed which resulted in 263 thrombus fragments retrieval. The analysis of thrombus components per pass showed higher RBC, lower fibrin and platelet composition in the pass 1 and 2 when compared to pass 3 and passes 4 or more combined (P values <0.05). There were no significant differences between thrombus fragments retrieved in pass 1 and pass 2 in terms of RBC, WBC, fibrin, and platelet composition (P values >0.05). Similarly, when each composition of thrombus fragments retrieved in pass 3 and passes 4 or more combined were compared with each other, no significant difference was noted (P values >0.05). Conclusion Our findings confirm that thrombus fragments retrieved with each pass differed significantly in histological content. Fragments in the first passes were associated with lower fibrin and platelet composition compared to fragments retrieved in passes three and four or higher. Also, thrombus fragments retrieved after failed pass were associated with higher fibrin and platelet components.
Action mechanism of the beveled tip aspiration catheter
Liu, Yang , Kallmes, David F. , Liu, Yang

Journal of NeuroInterventional Surgery | March 24, 2021 | Volume: 13 | Issue: 9 | Pages: e18-e18

10.1136/neurintsurg-2021-017531 Get It