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Jazayeri SB, Sabayan B, Pirahanchi Y, Ravi V, Carrión-Penagos J, Bowers J, Modir R, Agrawal K, Hemmen T, Meyer BC, Meyer D, Bavarsad Shahripour R. Transcranial doppler (TCD) in predicting outcomes following successful mechanical thrombectomy of large vessel occlusions in anterior circulation: a systematic review and meta-analysis. J Neurointerv Surg 2025:jnis-2024-022457. [PMID: 39424305 DOI: 10.1136/jnis-2024-022457] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2024] [Accepted: 09/29/2024] [Indexed: 10/21/2024]
Abstract
BACKGROUND Transcranial Doppler (TCD) is a non-invasive, bedside tool that allows for real-time monitoring of the patient's hemodynamic status following mechanical thrombectomy (MT). This systematic review and meta-analysis aims to evaluate the predictive value of TCD parameters following successful MT (Thrombolysis in Cerebral Infarction 2b-3). METHODS In July 2024, we searched PubMed, Embase, and Scopus, to identify observational studies in which TCD parameters were measured within 48 hours of MT. Using random-effects models, we compared four TCD parameters (mean flow velocity (MFV), MFV index, pulsatility index (PI), and peak systolic velocity (PSV) among groups with vs without hemorrhagic transformation (HT) and favorable vs poor functional recovery (modified Rankin Scale 0-2 vs 3-6). RESULTS Eleven studies comprising 1432 patients (59% male; mean age range: 63-73 years) were included. The MFV and MFV index were higher in patients with HT (Hedges' g=0.42 and 0.54, P=0.015 and 0.005, respectively). Patients with MFV index ≥1.3 showed a higher risk of all HT (RR 1.97; 95% confidence interval (CI) 1.28 to 3.03, P=0.002), symptomatic HT (RR 4.68; 95% CI 1.49 to 14.65, P=0.008), and poor functional status at 90 days (RR 1.65; 95% CI 1.27 to 2.14, P=0.029), respectively. There was no difference in mean PSV (P=0.1) and PI (P=0.3) among groups with and without HT. CONCLUSION This study underscores the prognostic value of the MFV index in predicting HT, symptomatic HT, and poor functional recovery after successful MT in the anterior circulation. Large-scale, multi-center studies are necessary to confirm these findings and to validate the MFV index as a reliable predictor for improving post-thrombectomy care.
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Affiliation(s)
- Seyed Behnam Jazayeri
- Tehran University of Medical Sciences Sina Trauma and Surgery Research Center, Tehran, Iran (the Islamic Republic of)
- Mayo Clinic Rochester, Rochester, Minnesota, USA
| | - Behnam Sabayan
- Neurology, Hennepin Healthcare Research Institute, Minneapolis, Minnesota, USA
- Division of Epidemiology and Community Health, School of Public Health, University of Minnesota, Minneapolis, Mineapolis, Minnesota, USA
| | - Yasaman Pirahanchi
- Neuroscience Department, Comprehensive Stroke Center, University of California San Diego, San Diego, California, USA
| | - Vikas Ravi
- Neuroscience Department, Comprehensive Stroke Center, University of California San Diego, San Diego, California, USA
| | - Julián Carrión-Penagos
- Neuroscience Department, Comprehensive Stroke Center, University of California San Diego, San Diego, California, USA
| | - Jeffrey Bowers
- Neuroscience Department, Comprehensive Stroke Center, University of California San Diego, San Diego, California, USA
| | - Royya Modir
- Neuroscience Department, Comprehensive Stroke Center, University of California San Diego, San Diego, California, USA
| | - Kunal Agrawal
- Neuroscience Department, Comprehensive Stroke Center, University of California San Diego, San Diego, California, USA
| | - Thomas Hemmen
- Neuroscience Department, Comprehensive Stroke Center, University of California San Diego, San Diego, California, USA
| | - Brett C Meyer
- Neuroscience Department, Comprehensive Stroke Center, University of California San Diego, San Diego, California, USA
| | - Dawn Meyer
- Neuroscience Department, Comprehensive Stroke Center, University of California San Diego, San Diego, California, USA
| | - Reza Bavarsad Shahripour
- Neuroscience Department, Comprehensive Stroke Center, University of California San Diego, San Diego, California, USA
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Gong Z, Zeng L, Jiang B, Zhu R, Wang J, Li M, Shao A, Lv Z, Zhang M, Guo L, Li G, Sun J, Chen Y. Dynamic cerebral blood flow assessment based on electromagnetic coupling sensing and image feature analysis. Front Bioeng Biotechnol 2024; 12:1276795. [PMID: 38449677 PMCID: PMC10915240 DOI: 10.3389/fbioe.2024.1276795] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2023] [Accepted: 02/07/2024] [Indexed: 03/08/2024] Open
Abstract
Dynamic assessment of cerebral blood flow (CBF) is crucial for guiding personalized management and treatment strategies, and improving the prognosis of stroke. However, a safe, reliable, and effective method for dynamic CBF evaluation is currently lacking in clinical practice. In this study, we developed a CBF monitoring system utilizing electromagnetic coupling sensing (ECS). This system detects variations in brain conductivity and dielectric constant by identifying the resonant frequency (RF) in an equivalent circuit containing both magnetic induction and electrical coupling. We evaluated the performance of the system using a self-made physical model of blood vessel pulsation to test pulsatile CBF. Additionally, we recruited 29 healthy volunteers to monitor cerebral oxygen (CO), cerebral blood flow velocity (CBFV) data and RF data before and after caffeine consumption. We analyzed RF and CBFV trends during immediate responses to abnormal intracranial blood supply, induced by changes in vascular stiffness, and compared them with CO data. Furthermore, we explored a method of dynamically assessing the overall level of CBF by leveraging image feature analysis. Experimental testing substantiates that this system provides a detection range and depth enhanced by three to four times compared to conventional electromagnetic detection techniques, thereby comprehensively covering the principal intracranial blood supply areas. And the system effectively captures CBF responses under different intravascular pressure stimulations. In healthy volunteers, as cerebral vascular stiffness increases and CO decreases due to caffeine intake, the RF pulsation amplitude diminishes progressively. Upon extraction and selection of image features, widely used machine learning algorithms exhibit commendable performance in classifying overall CBF levels. These results highlight that our proposed methodology, predicated on ECS and image feature analysis, enables the capture of immediate responses of abnormal intracranial blood supply triggered by alterations in vascular stiffness. Moreover, it provides an accurate diagnosis of the overall CBF level under varying physiological conditions.
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Affiliation(s)
- Zhiwei Gong
- School of Pharmacy and Bioengineering, Chongqing University of Technology, Chongqing, China
| | - Lingxi Zeng
- School of Pharmacy and Bioengineering, Chongqing University of Technology, Chongqing, China
| | - Bin Jiang
- College of Artificial Intelligence, Chongqing University of Technology, Chongqing, China
| | - Rui Zhu
- School of Pharmacy and Bioengineering, Chongqing University of Technology, Chongqing, China
| | - Junjie Wang
- College of Artificial Intelligence, Chongqing University of Technology, Chongqing, China
| | - Mingyan Li
- College of Artificial Intelligence, Chongqing University of Technology, Chongqing, China
| | - Ansheng Shao
- School of Pharmacy and Bioengineering, Chongqing University of Technology, Chongqing, China
| | - Zexiang Lv
- School of Pharmacy and Bioengineering, Chongqing University of Technology, Chongqing, China
| | - Maoting Zhang
- College of Biomedical Engineering, Army Medical University, Chongqing, China
| | - Lei Guo
- School of Information and Communication Engineering, Dalian University of Technology, Dalian, Liaoning, China
| | - Gen Li
- School of Pharmacy and Bioengineering, Chongqing University of Technology, Chongqing, China
- Department of Neurosurgery, Southwest Hospital, Army Medical University, Chongqing, China
| | - Jian Sun
- College of Biomedical Engineering, Army Medical University, Chongqing, China
| | - Yujie Chen
- Department of Neurosurgery, Southwest Hospital, Army Medical University, Chongqing, China
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Xu J, Chen XY, Wang HY, Shang YF, Shen PP, Zhang S, Guo SY, Tan MM, Geng Y. Hemodynamic predictors of early neurological deterioration and clinical outcome after endovascular treatment in large artery occlusion. Heliyon 2024; 10:e24746. [PMID: 38318012 PMCID: PMC10838741 DOI: 10.1016/j.heliyon.2024.e24746] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2023] [Revised: 12/07/2023] [Accepted: 01/12/2024] [Indexed: 02/07/2024] Open
Abstract
Objective Half of the patients with acute large artery occlusion (LAO) have poor outcomes after endovascular treatment (EVT). Early complications such as cerebral edema and symptomatic intracranial hemorrhage (sICH) can lead to early neurological deterioration (END), which correlates with hemodynamics. This study aimed to identify the hemodynamic predictors of END and outcomes in LAO patients after EVT. Methods A total of 76 patients with anterior circulation LAO who underwent EVT and received transcranial Doppler (TCD) monitoring were included. Bilateral middle cerebral artery (MCA) blood flow velocities (BFVs) were measured repeatedly within 1 week. Mean flow velocities (MFV) and MFV index (ipsilateral MFV/contralateral MFV) were calculated. The primary outcome was the incidence of END within 72 h. The secondary outcome was the functional outcome at 90 days-a good outcome was defined as a modified Rankin scale (mRS) score of 0-2, while a poor outcome was defined as an mRS score of 3-6. Results A total of 13 patients (17.1 %) experienced END within 72 h, including 5 (38.5 %) with cerebral edema, 5 (38.5 %) with sICH, and 3 (23.0 %) with infarct progression. Multivariable logistic regression analysis showed that a higher 24 h MFV index was independently associated with END (aOR 10.5; 95 % CI 2.28-48.30, p = 0.003) and a poor 90-day outcome (aOR 5.10; 95 % CI 1.38-18.78, p = 0.014). The area under the receiver operating characteristic (ROC) curve (AUC) of the 24 h MFV index for predicting END was 0.807 (95 % CI 0.700-0.915, p = 0.0005), the sensitivity was 84.6 %, and the specificity was 66.7 %. At the 1-week TCD follow-up, patients who had poor 90-day outcomes showed significantly higher 1-week iMFV [73.5 (58.4-99.0) vs. 57.7 (45.3-76.3), p = 0.004] and MFV index [1.24 (0.98-1.57) vs.1.0 (0.87-1.15) p = 0.007]. A persistent high MFV index (PHMI) was independently associated with a poor outcome (aOR 7.77, 95 % CI 1.81-33.3, p = 0.006). Conclusion TCD monitoring within 24 h after EVT in LAO patients can help predict END, while dynamic follow-up within 1 week is valuable in predicting clinical outcomes.
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Affiliation(s)
- Jie Xu
- Center for Rehabilitation Medicine, Department of Neurology, Zhejiang Provincial People's Hospital (Affiliated People's Hospital, Hangzhou Medical College), Hangzhou, 310014, Zhejiang, China
- The Second Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, 310053, Zhejiang, China
| | - Xin-Yi Chen
- Center for Rehabilitation Medicine, Department of Neurology, Zhejiang Provincial People's Hospital (Affiliated People's Hospital, Hangzhou Medical College), Hangzhou, 310014, Zhejiang, China
- The Second Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, 310053, Zhejiang, China
| | - Hui-Yuan Wang
- Center for Rehabilitation Medicine, Department of Neurology, Zhejiang Provincial People's Hospital (Affiliated People's Hospital, Hangzhou Medical College), Hangzhou, 310014, Zhejiang, China
- School of Clinical Medicine, Graduate School, Bengbu Medical College, Bengbu, 233030, Anhui, China
| | - Ya-Fei Shang
- Center for Rehabilitation Medicine, Department of Neurology, Zhejiang Provincial People's Hospital (Affiliated People's Hospital, Hangzhou Medical College), Hangzhou, 310014, Zhejiang, China
- School of Clinical Medicine, Graduate School, Bengbu Medical College, Bengbu, 233030, Anhui, China
| | - Pan-Pan Shen
- Center for Rehabilitation Medicine, Department of Neurology, Zhejiang Provincial People's Hospital (Affiliated People's Hospital, Hangzhou Medical College), Hangzhou, 310014, Zhejiang, China
- The Second Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, 310053, Zhejiang, China
| | - Sheng Zhang
- Center for Rehabilitation Medicine, Department of Neurology, Zhejiang Provincial People's Hospital (Affiliated People's Hospital, Hangzhou Medical College), Hangzhou, 310014, Zhejiang, China
| | - Shun-Yuan Guo
- Center for Rehabilitation Medicine, Department of Neurology, Zhejiang Provincial People's Hospital (Affiliated People's Hospital, Hangzhou Medical College), Hangzhou, 310014, Zhejiang, China
| | - Ming-Ming Tan
- Department of Quality Management, Zhejiang Provincial People's Hospital (Affiliated People's Hospital, Hangzhou Medical College), Hangzhou, 310014, Zhejiang, China
| | - Yu Geng
- Center for Rehabilitation Medicine, Department of Neurology, Zhejiang Provincial People's Hospital (Affiliated People's Hospital, Hangzhou Medical College), Hangzhou, 310014, Zhejiang, China
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Nie X, Leng X, Miao Z, Fisher M, Liu L. Clinically Ineffective Reperfusion After Endovascular Therapy in Acute Ischemic Stroke. Stroke 2023; 54:873-881. [PMID: 36475464 DOI: 10.1161/strokeaha.122.038466] [Citation(s) in RCA: 65] [Impact Index Per Article: 32.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Endovascular treatment is a highly effective therapy for acute ischemic stroke due to large vessel occlusion. However, in clinical practice, nearly half of the patients do not have favorable outcomes despite successful recanalization of the occluded artery. This unfavorable outcome can be defined as having clinically ineffective reperfusion. The objective of the review is to describe clinically ineffective reperfusion after endovascular therapy and its underlying risk factors and mechanisms, including initial tissue damage, cerebral edema, the no-reflow phenomenon, reperfusion injury, procedural features, and variations in postprocedural management. Further research is needed to more accurately identify patients at a high risk of clinically ineffective reperfusion after endovascular therapy and to improve individualized periprocedural management strategies, to increase the chance of achieving favorable clinical outcomes.
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Affiliation(s)
- Ximing Nie
- Department of Neurology (X.N., L.L.), Beijing Tiantan Hospital, Capital Medical University, China.,China National Clinical Research Center for Neurological Diseases, Beijing (X.N., L.L.)
| | - Xinyi Leng
- Department of Medicine and Therapeutics, Prince of Wales Hospital, Chinese University of Hong Kong, SAR (X.L.)
| | - Zhongrong Miao
- Department of Interventional Neuroradiology (Z.M.), Beijing Tiantan Hospital, Capital Medical University, China
| | - Marc Fisher
- Department of Neurology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA (M.F.)
| | - Liping Liu
- Department of Neurology (X.N., L.L.), Beijing Tiantan Hospital, Capital Medical University, China.,China National Clinical Research Center for Neurological Diseases, Beijing (X.N., L.L.)
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