1
|
Wang H, Li J, Chen J, Li M, Liu J, Wei L, Zeng Q. Multi-parameter MRI-Based Machine Learning Model to Evaluate the Efficacy of STA-MCA Bypass Surgery for Moyamoya Disease: A Pilot Study. JOURNAL OF IMAGING INFORMATICS IN MEDICINE 2025; 38:134-147. [PMID: 39020152 PMCID: PMC11811308 DOI: 10.1007/s10278-024-01130-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/28/2024] [Revised: 04/24/2024] [Accepted: 04/25/2024] [Indexed: 07/19/2024]
Abstract
Superficial temporal artery-middle cerebral artery (STA-MCA) bypass surgery represents the primary treatment for Moyamoya disease (MMD), with its efficacy contingent upon collateral vessel development. This study aimed to develop and validate a machine learning (ML) model for the non-invasive assessment of STA-MCA bypass surgery efficacy in MMD. This study enrolled 118 MMD patients undergoing STA-MCA bypass surgery. Clinical features were screened to construct a clinical model. MRI features were extracted from the middle cerebral artery supply area using 3D Slicer and employed to build five ML models using logistic regression algorithm. The combined model was developed by integrating the radiomics score (Rad-score) with the clinical features. Model performance validation was conducted using ROC curves. Platelet count (PLT) was identified as a significant clinical feature for constructing the clinical model. A total of 3404 features (851 × 4) were extracted, and 15 optimal features were selected from each MRI sequence as predictive factors. Multivariable logistic regression identified PLT and Rad-score as independent parameters used for constructing the combined model. In the testing set, the AUC of the T1WI ML model [0.84 (95% CI, 0.70-0.97)] was higher than that of the clinical model [0.66 (95% CI, 0.46-0.86)] and the combined model [0.80 (95% CI, 0.66-0.95)]. The T1WI ML model can be used to assess the postoperative efficacy of STA-MCA bypass surgery for MMD.
Collapse
Affiliation(s)
- Huaizhen Wang
- The First Clinical Medical College, Shandong University of Traditional Chinese Medicine, Jinan, Shandong, China
- Department of Radiology, The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, Jinan, China
| | - Jizhen Li
- Department of Radiology, Shandong Mental Health Center Affiliated to Shandong University, Jinan, Shandong, China
| | - Jinming Chen
- Department of Radiology, The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, Jinan, China
- Shandong University, Jinan, Shandong, China
| | - Meilin Li
- Department of Radiology, The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, Jinan, China
- Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, Shandong, China
| | - Jiahao Liu
- Department of Radiology, The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, Jinan, China
- Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, Shandong, China
| | - Lingzhen Wei
- Department of Radiology, The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, Jinan, China
- School of Clinical Medicine, Jining Medical University, Jining, 27206, Shandong, China
| | - Qingshi Zeng
- Department of Radiology, The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, Jinan, China.
| |
Collapse
|
2
|
Wang X, Liu Z, Zhou Z, Zhang J, Wang Y, He S, Wang R. Cognitive dysfunction in Moyamoya disease: latest developments and future directions. Front Hum Neurosci 2024; 18:1502318. [PMID: 39713171 PMCID: PMC11659249 DOI: 10.3389/fnhum.2024.1502318] [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: 09/26/2024] [Accepted: 11/25/2024] [Indexed: 12/24/2024] Open
Abstract
Cognitive dysfunction is common in Moyamoya disease (MMD). However, current knowledge of cognitive impairment in MMD is inadequate. In this review, we explored the characteristics of altered cognitive function associated with MMD and offered recommendations aimed at guiding potential research endeavors into the cognitive dysfunction in MMD. Cognitive functions, including executive function, intelligence, memory and so on, show characteristic declines in MMD. The effects of cerebral revascularization surgery on cognitive impairment are controversial. Currently, there is still a lack of relevant research on cognitive impairment. Research on the pathogenesis and etiology associated with Moyamoya disease as well as long-term cohort studies, are important future directions.
Collapse
Affiliation(s)
- Xilong Wang
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Ziqi Liu
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Zhenyu Zhou
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Junze Zhang
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, United States
| | - Yanru Wang
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Shihao He
- Department of Neurosurgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, China
| | - Rong Wang
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- China National Clinical Research Center for Neurological Diseases, Beijing, China
| |
Collapse
|
3
|
Hara S, Hori M, Kamagata K, Andica C, Inaji M, Tanaka Y, Aoki S, Nariai T, Maehara T. Increased Parenchymal Free Water May Be Decreased by Revascularization Surgery in Patients with Moyamoya Disease. Magn Reson Med Sci 2024; 23:405-416. [PMID: 37081646 PMCID: PMC11447467 DOI: 10.2463/mrms.mp.2022-0146] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2022] [Accepted: 03/19/2023] [Indexed: 04/22/2023] Open
Abstract
PURPOSE Moyamoya disease (MMD) is a cerebrovascular disease associated with steno-occlusive changes in the arteries of the circle of Willis and with hemodynamic impairment. Previous studies have reported that parenchymal extracellular free water levels may be increased and the number of neurites may be decreased in patients with MMD. The aim of the present study was to investigate the postoperative changes in parenchymal free water and neurites and their relationship with cognitive improvement. METHODS Multi-shell diffusion MRI (neurite orientation dispersion and density imaging and free water imaging using a bi-tensor model) was performed in 15 hemispheres of 13 adult patients with MMD (11 female, mean age 37.9 years) who had undergone revascularization surgery as well as age- and sex-matched normal controls. Parameter maps of free water and free-water-eliminated neurites were created, and the regional parameter values were compared among controls, patients before surgery, and patients after surgery. RESULTS The anterior and middle cerebral artery territories of patients showed higher preoperative free water levels (P ≤ 0.007) and lower postoperative free water levels (P ≤ 0.001) than those of normal controls. The change in the dispersion of the white matter in the anterior cerebral artery territory correlated with cognitive improvement (r = -0.75; P = 0.004). CONCLUSION Our study suggests that increased parenchymal free water levels decreased after surgery and that postoperative changes in neurite parameters are related to postoperative cognitive improvement in adult patients with MMD. Diffusion analytical methods separately calculating free water and neurites may be useful for unraveling the pathophysiology of chronic ischemia and the postoperative changes that occur after revascularization surgery in this disease population.
Collapse
Affiliation(s)
- Shoko Hara
- Department of Neurosurgery, Tokyo Medical and Dental University, Tokyo, Japan
- Department of Radiology, Juntendo University, Tokyo, Japan
| | - Masaaki Hori
- Department of Radiology, Juntendo University, Tokyo, Japan
- Department of Diagnostic Radiology, Toho University Omori Medical Center, Tokyo, Japan
| | - Koji Kamagata
- Department of Radiology, Juntendo University, Tokyo, Japan
| | | | - Motoki Inaji
- Department of Neurosurgery, Tokyo Medical and Dental University, Tokyo, Japan
| | - Yoji Tanaka
- Department of Neurosurgery, Tokyo Medical and Dental University, Tokyo, Japan
| | - Shigeki Aoki
- Department of Radiology, Juntendo University, Tokyo, Japan
| | - Tadashi Nariai
- Department of Neurosurgery, Tokyo Medical and Dental University, Tokyo, Japan
| | - Taketoshi Maehara
- Department of Neurosurgery, Tokyo Medical and Dental University, Tokyo, Japan
| |
Collapse
|
4
|
Yeh SJ, Tang SC, Tsai LK, Chen TC, Li PL, Chen YF, Kuo MF, Jeng JS. Ultrasonographic Predictors for Post-operative Ischemic Events After Indirect Revascularization Surgeries in Patients with Moyamoya Disease. ULTRASOUND IN MEDICINE & BIOLOGY 2024:S0301-5629(24)00231-X. [PMID: 39098472 DOI: 10.1016/j.ultrasmedbio.2024.05.025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/06/2024] [Revised: 05/23/2024] [Accepted: 05/27/2024] [Indexed: 08/06/2024]
Abstract
OBJECTIVE Recurrent stroke after revascularization surgeries predicts poor outcome in patients with moyamoya disease (MMD). Early identification of patients with stroke risk paves the way for rescue intervention. This study aimed to investigate the role of ultrasound in identifying patients at risk of post-operative ischemic events (PIEs). METHODS This prospective study enrolled patients with symptomatic MMD who underwent indirect revascularization surgeries. Ultrasound examinations were performed preoperatively and at 3 mo post-operatively to evaluate the hemodynamic changes in extracranial and intracranial arteries on the operated side. PIE was defined as ischemic stroke or transient ischemic attack in the operated hemisphere within 1 y. The areas under receiver operating characteristic curves were compared between models for prediction of PIE. RESULTS A total of 56 operated hemispheres from 36 patients (mean age, 23.0 ± 18.5 y) were enrolled in this study, and 27% developed PIE. In multivariate logistic regression models, PIE was associated with lower end-diastolic velocity and flow volume (FV) of the ipsilateral external carotid artery (ECA), and lower FV of ipsilateral superficial temporal artery and occipital artery at 3 mo post-operatively (all p < 0.05). Moreover, the post-operative FV of the ipsilateral ECA was the only one factor that significantly increased the areas under receiver operating characteristic curves from 0.727 to 0.932 when adding to a clinical-angiographic model for prediction of PIE (p = 0.017). This parameter was significantly lower in hemispheres with PIE, both in adult and pediatric patients. CONCLUSION After indirect revascularization, surgeries in patients with symptomatic MMD, FV of ipsilateral ECA at 3 mo helps clinicians to identify patients at risk of PIE.
Collapse
Affiliation(s)
- Shin-Joe Yeh
- Stroke Center and Department of Neurology, National Taiwan University Hospital, Taipei, Taiwan
| | - Sung-Chun Tang
- Stroke Center and Department of Neurology, National Taiwan University Hospital, Taipei, Taiwan.
| | - Li-Kai Tsai
- Stroke Center and Department of Neurology, National Taiwan University Hospital, Taipei, Taiwan
| | - Tzu-Ching Chen
- Stroke Center and Department of Neurology, National Taiwan University Hospital, Taipei, Taiwan
| | - Pei-Lin Li
- Stroke Center and Department of Neurology, National Taiwan University Hospital, Taipei, Taiwan
| | - Ya-Fang Chen
- Department of Medical Imaging, National Taiwan University Hospital, Taipei, Taiwan
| | - Meng-Fai Kuo
- Department of Neurosurgery, National Taiwan University Hospital, Taipei, Taiwan
| | - Jiann-Shing Jeng
- Stroke Center and Department of Neurology, National Taiwan University Hospital, Taipei, Taiwan
| |
Collapse
|
5
|
Hayashi T, Hara S, Inaji M, Arai Y, Kiyokawa J, Tanaka Y, Nariai T, Maehara T. Long-term prognosis of 452 moyamoya disease patients with and without revascularization under perfusion-based indications. J Stroke Cerebrovasc Dis 2023; 32:107389. [PMID: 37778161 DOI: 10.1016/j.jstrokecerebrovasdis.2023.107389] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2023] [Revised: 09/15/2023] [Accepted: 09/24/2023] [Indexed: 10/03/2023] Open
Abstract
OBJECTIVES To evaluate the long-term outcomes of patients treated under our perfusion-based strategy and assess whether conservative treatment without surgical treatment under our strategy is acceptable. MATERIALS AND METHODS A total of 315 adult and 137 pediatric MMD patients (follow-up period ≥ 3 years from 2001 to 2020) were included. Follow-up events in each patient group (pediatric or adult, surgically treated or conservatively treated) were evaluated and compared to each other using a log-rank test. Risk factors for stroke and nonstroke events were also investigated using a multivariate Cox proportional hazard model. RESULTS In adult-onset patients, the stroke event rates (person-year %) were not different between surgically treated patients and conservatively treated patients (2.00 % vs. 1.59 %, p = 0.558); however, conservative patients showed a higher stroke rate than surgically treated hemispheres (0.34 %; p = 0.025) and hemorrhagic stroke was the major type (18/26, 69.2 %). Hemorrhagic onset was associated with increased risk of stroke in adults (hazard ratio (95 % confidence interval) = 2.43 (1.10-5.36)). In pediatric-onset patients, no conservatively treated patients experienced stroke; however, nonstroke events occurred more frequently than in surgically treated hemispheres (4.86 % vs. 1.71 %, p = 0.020 for transient ischemic attack; and 7.91 % vs. 1.31 %, p < 0.001 for asymptomatic progression on magnetic resonance angiography). CONCLUSIONS In adult patients, conservatively treated patients experienced stroke more frequently, especially hemorrhagic stroke. An additive strategy to prevent stroke in hemorrhagic-onset patients without hemodynamic disturbance seems to be needed. Pediatric patients with mild hemodynamic disturbance can be safely observed without initial surgical intervention, but close follow-up for disease progression is necessary.
Collapse
Affiliation(s)
- Toshihiko Hayashi
- Department of Neurosurgery, Tokyo Medical and Dental University, 1-5-45 Yushima, Bunkyo-ku, Tokyo, Japan
| | - Shoko Hara
- Department of Neurosurgery, Tokyo Medical and Dental University, 1-5-45 Yushima, Bunkyo-ku, Tokyo, Japan.
| | - Motoki Inaji
- Department of Neurosurgery, Tokyo Medical and Dental University, 1-5-45 Yushima, Bunkyo-ku, Tokyo, Japan
| | - Yukika Arai
- Department of Neurosurgery, Tokyo Medical and Dental University, 1-5-45 Yushima, Bunkyo-ku, Tokyo, Japan
| | - Juri Kiyokawa
- Department of Neurosurgery, Tokyo Medical and Dental University, 1-5-45 Yushima, Bunkyo-ku, Tokyo, Japan
| | - Yoji Tanaka
- Department of Neurosurgery, Tokyo Medical and Dental University, 1-5-45 Yushima, Bunkyo-ku, Tokyo, Japan
| | - Tadashi Nariai
- Department of Neurosurgery, Tokyo Medical and Dental University, 1-5-45 Yushima, Bunkyo-ku, Tokyo, Japan
| | - Taketoshi Maehara
- Department of Neurosurgery, Tokyo Medical and Dental University, 1-5-45 Yushima, Bunkyo-ku, Tokyo, Japan
| |
Collapse
|
6
|
Ogasawara K, Akamatsu Y, Chida K, Kobayashi M, Yoshida K, Fujiwara S, Terasaki K, Koji T, Kubo Y. Influence of atherosclerotic burden on adult patients with ischemic moyamoya disease: combined analysis of two prospective cohorts. Neurol Res 2023; 45:1011-1018. [PMID: 37634169 DOI: 10.1080/01616412.2023.2252285] [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: 05/23/2023] [Accepted: 08/21/2023] [Indexed: 08/29/2023]
Abstract
OBJECTIVE This study aimed to determine the influence of atherosclerotic risk factors on initial and further cerebrovascular events in adult patients with moyamoya disease (MMD) by combined analysis of two prospective cohorts in which patients received pharmacotherapy alone and were prospectively followed-up for 5 years. METHODS In 71 patients, smoking status, home blood pressure, hemoglobin (Hb)A1c and low-density lipoprotein cholesterol (LDL-chol) were checked at inclusion and at further cerebrovascular event or at the end of 5-year follow-up. When a patient had daily smoking, increased HbA1c, increased LDL-chol, increased systolic blood pressure, or increased diastolic blood pressure, the patient was categorized as showing atherosclerotic burden. Angiographic disease progression was determined using changes on magnetic resonance angiography. RESULTS Eleven patients showed angiographic disease progression and seven of these 11 patients experienced further cerebrovascular events during the follow-up period. The remaining 60 patients did not exhibit either condition. At inclusion, the incidence of atherosclerotic burden was significantly greater in patients without angiographic disease progression (80%) than in those with such progression (45%; p = 0.0249). For patients without angiographic disease progression, values or incidence of almost all variables showed significant interval decreases at the end of 5-year follow-up (p < 0.05). CONCLUSIONS Adult patients with ischemic MMD who do not exhibit angiographic disease progression appear more strongly affected by atherosclerotic burden at the initial onset of cerebrovascular events than those exhibiting angiographic disease progression. A reduction in atherosclerotic burden by medical treatments for the former patients prevents further cerebrovascular events.
Collapse
Affiliation(s)
- Kuniaki Ogasawara
- Department of Neurosurgery, School of Medicine, Iwate Medical University, Morioka, Japan
| | - Yosuke Akamatsu
- Department of Neurosurgery, School of Medicine, Iwate Medical University, Morioka, Japan
| | - Kohei Chida
- Department of Neurosurgery, School of Medicine, Iwate Medical University, Morioka, Japan
| | - Masakazu Kobayashi
- Department of Neurosurgery, School of Medicine, Iwate Medical University, Morioka, Japan
| | - Kenji Yoshida
- Department of Neurosurgery, School of Medicine, Iwate Medical University, Morioka, Japan
| | - Shunrou Fujiwara
- Department of Neurosurgery, School of Medicine, Iwate Medical University, Morioka, Japan
| | - Kazunori Terasaki
- Institute for Biomedical Sciences, School of Medicine, Iwate Medical University, Morioka, Japan
| | - Takahiro Koji
- Department of Neurosurgery, School of Medicine, Iwate Medical University, Morioka, Japan
| | - Yoshitaka Kubo
- Department of Neurosurgery, School of Medicine, Iwate Medical University, Morioka, Japan
| |
Collapse
|
7
|
Yang H, Hu Z, Gao X, Su J, Jiang H, Yang S, Zhang Q, Ni W, Gu Y. Safety and efficacy of remote ischemic conditioning in adult moyamoya disease patients undergoing revascularization surgery: a pilot study. Front Neurol 2023; 14:1200534. [PMID: 37576009 PMCID: PMC10419176 DOI: 10.3389/fneur.2023.1200534] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2023] [Accepted: 07/10/2023] [Indexed: 08/15/2023] Open
Abstract
Background and purpose Revascularization surgery for patients with moyamoya disease (MMD) is very complicated and has a high rate of postoperative complications. This pilot study aimed to prove the safety and efficacy of remote ischemic conditioning (RIC) in adult MMD patients undergoing revascularization surgery. Methods A total of 44 patients with MMD were enrolled in this single-center, open-label, prospective, parallel randomized study, including 22 patients assigned to the sham group and 22 patients assigned to the RIC group. The primary outcome was the incidence of major neurologic complications during the perioperative period. Secondary outcomes were the modified Rankin Scale (mRS) score at discharge, at 90 days post-operation, and at 1 year after the operation. The outcome of safety was the incidence of adverse events associated with RIC. Blood samples were obtained to monitor the serum concentrations of cytokines (VEGF, IL-6). Results No subjects experienced adverse events during RIC intervention, and all patients could tolerate the RIC intervention in the perioperative period. The incidence of major neurologic complications was significantly lower in the RIC group compared with the control group (18.2% vs. 54.5%, P = 0.027). The mRS score at discharge in the RIC group was also lower than the control group (0.86 ± 0.99 vs. 1.18 ± 1.22, P = 0.035). In addition, the serum IL-6 level increased significantly at 7 days after bypass surgery in the control group and the serum level of VEGF at 7 days post-operation in the RIC group. Conclusion In conclusion, our study demonstrated the neuroprotective effect of RIC by reducing perioperative complications and improving cerebral blood flow in adult MMD patients undergoing revascularization surgery. Thus, RIC seems to be a potential treatment method for MMD. Clinical trial registration ClinicalTrials.gov, identifier: NCT05860946.
Collapse
Affiliation(s)
- Heng Yang
- Department of Neurosurgery, Huashan Hospital, Fudan University, Shanghai, China
- Neurosurgical Institute, Fudan University, Shanghai, China
- Shanghai Clinical Medical Center of Neurosurgery, Shanghai, China
- National Center for Neurological Disorders, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai, China
- Department of Neurosurgery, Huashan Hospital North, Fudan University, Shanghai, China
| | - Zhenzhen Hu
- Department of Nursing, Huashan Hospital North, Fudan University, Shanghai, China
| | - Xinjie Gao
- Department of Neurosurgery, Huashan Hospital, Fudan University, Shanghai, China
- Neurosurgical Institute, Fudan University, Shanghai, China
- Shanghai Clinical Medical Center of Neurosurgery, Shanghai, China
- National Center for Neurological Disorders, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai, China
- Department of Neurosurgery, Huashan Hospital North, Fudan University, Shanghai, China
| | - Jiabin Su
- Department of Neurosurgery, Huashan Hospital, Fudan University, Shanghai, China
- Neurosurgical Institute, Fudan University, Shanghai, China
- Shanghai Clinical Medical Center of Neurosurgery, Shanghai, China
- National Center for Neurological Disorders, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai, China
| | - Hanqiang Jiang
- Department of Neurosurgery, Huashan Hospital, Fudan University, Shanghai, China
- Neurosurgical Institute, Fudan University, Shanghai, China
- Shanghai Clinical Medical Center of Neurosurgery, Shanghai, China
- National Center for Neurological Disorders, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai, China
| | - Shaoxuan Yang
- Department of Neurosurgery, Huashan Hospital North, Fudan University, Shanghai, China
| | - Qing Zhang
- Department of Nursing, Huashan Hospital North, Fudan University, Shanghai, China
| | - Wei Ni
- Department of Neurosurgery, Huashan Hospital, Fudan University, Shanghai, China
- Neurosurgical Institute, Fudan University, Shanghai, China
- Shanghai Clinical Medical Center of Neurosurgery, Shanghai, China
- National Center for Neurological Disorders, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai, China
- Department of Neurosurgery, Huashan Hospital North, Fudan University, Shanghai, China
| | - Yuxiang Gu
- Department of Neurosurgery, Huashan Hospital, Fudan University, Shanghai, China
- Neurosurgical Institute, Fudan University, Shanghai, China
- Shanghai Clinical Medical Center of Neurosurgery, Shanghai, China
- National Center for Neurological Disorders, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai, China
- Department of Neurosurgery, Huashan Hospital North, Fudan University, Shanghai, China
| |
Collapse
|
8
|
Nuerlanbieke H, Niyazi A, Wu Q, Yuan Y, Habudele Z, Dun X, Wei R, Aisha A. Efficacy of modified EDAS combined with a superficial temporal fascia attachment-dural reversal surgery for the precise treatment of ischemic cerebrovascular disease. Front Surg 2023; 10:1087311. [PMID: 37066009 PMCID: PMC10090302 DOI: 10.3389/fsurg.2023.1087311] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2022] [Accepted: 02/15/2023] [Indexed: 03/31/2023] Open
Abstract
ObjectiveTo investigate the potential therapeutic benefits of Modified EDAS combined with superficial temporal fascia attachment-dural reversal surgery for the treatment of ischemic cerebrovascular disease.MethodsRetrospective analysis was made on the clinical data of 33 patients with ischemic cerebrovascular disease, who were admitted to the Neurological Diagnosis and Treatment Center of the Second Affiliated Hospital of Xinjiang Medical University from December 2019 to June 2021. All patients were treated with Modified EDAS combined with superficial temporal fascia attachment-dural reversal surgery. At 3 months after operation, the outpatient department rechecked the patient's head CT perfusion imaging (CTP) to understand the intracranial cerebral blood flow perfusion. The DSA of the patient's head was re-examined 6 months after operation to observe the establishment of collateral circulation. The improved Rankin Rating Scale (mRS) score was used to evaluate the good prognosis rate of patients at 6 months after surgery. The mRS score ≤2 was defined as good prognosis.ResultsThe preoperative cerebral blood flow (CBF), local blood flow peak time (rTTP), and local mean transit time (rMTT) of 33 patients were 28.235 ml/(100 g·min), 17.702 s, 9.796 s, respectively. At 3 months after surgery, CBF, rTTP, and rMTT were 33.743 ml/(100 g·min), 15.688, and 8.100 s, respectively, with significant differences (P < 0.05). At 6 months after operation, the establishment of extracranial and extracranial collateral circulation was observed in all patients by re-examination of head DSA. At 6 months after operation, the good prognosis rate was 81.8%.ConclusionThe Modified EDAS combined with superficial temporal fascia attachment-dural reversal surgery is safe and effective in the treatment of ischemic cerebrovascular disease, which can significantly increase the establishment of collateral circulation in the operation area and improve the prognosis of patients.
Collapse
Affiliation(s)
- Hanati Nuerlanbieke
- Department of Neurosurgery, The 2th Affiliated Hospital of Xinjiang Medical University, Urumqi, China
| | - Ailiyaer Niyazi
- Department of Neurosurgery, The 2th Affiliated Hospital of Xinjiang Medical University, Urumqi, China
| | - Qinfen Wu
- Department of Neurosurgery, The 2th Affiliated Hospital of Xinjiang Medical University, Urumqi, China
- Xinjiang Key Laboratory of Neurological Disorder Research, Urumqi, China
- Correspondence: Qinfen Wu Yang Yuan
| | - Yang Yuan
- Department of Neurosurgery, The 2th Affiliated Hospital of Xinjiang Medical University, Urumqi, China
- Xinjiang Key Laboratory of Neurological Disorder Research, Urumqi, China
- Correspondence: Qinfen Wu Yang Yuan
| | - Zanghaer Habudele
- Xinjiang Key Laboratory of Neurological Disorder Research, Urumqi, China
| | - Xiaoyi Dun
- Xinjiang Medical University, Urumqi, China
| | - RuRui Wei
- Department of Neurosurgery, The 2th Affiliated Hospital of Xinjiang Medical University, Urumqi, China
- Xinjiang Key Laboratory of Neurological Disorder Research, Urumqi, China
| | - Abudula Aisha
- Department of Neurosurgery, The 2th Affiliated Hospital of Xinjiang Medical University, Urumqi, China
- Xinjiang Key Laboratory of Neurological Disorder Research, Urumqi, China
| |
Collapse
|
9
|
Ogasawara K, Takahashi T, Igarashi S, Yabuki M, Omori D, Akamatsu Y, Chida K, Kobayashi M, Fujiwara S, Terasaki K. Effect of the addition of 123I-iomazenil single-photon emission computed tomography to brain perfusion single-photon emission computed tomography on the detection accuracy of misery perfusion in adult patients with ischemic moyamoya disease. Ann Nucl Med 2023; 37:280-288. [PMID: 36805493 DOI: 10.1007/s12149-023-01825-0] [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: 12/05/2022] [Accepted: 02/06/2023] [Indexed: 02/21/2023]
Abstract
OBJECTIVE The present prospective study aimed to determine whether the addition of 123I-iomazenil (IMZ) single-photon emission computed tomography (SPECT) to brain perfusion SPECT could improve the detection accuracy of misery perfusion on positron emission tomography (PET) in adult patients with ischemic moyamoya disease (MMD). METHODS Oxygen extraction fraction (OEF) and brain perfusion were assessed using 15O gas PET and N-isopropyl-p-[123I]-iodoamphetamine (IMP) SPECT, respectively, in 137 patients. IMZ SPECT was also performed. Regions of interest (ROIs) were automatically placed in the five middle cerebral artery (MCA) territories ipsilateral to the symptomatic cerebral hemisphere and in the contralateral posterior cerebral artery territory using a three-dimensional stereotaxic ROI template. The radioactive count of the MCA ROI to the contralateral posterior cerebral artery ROI was calculated on IMP SPECT (relative SPECT-IMP uptake) and IMZ SPECT (relative SPECT-IMZ uptake). The relative SPECT-IMZ uptake to the relative SPECT-IMP uptake was also calculated (relative SPECT-IMZ/IMP uptake). Of the five MCA ROIs in the symptomatic cerebral hemisphere in each patient, the ROI with the highest PET-OEF value (one ROI per patient) was selected for analysis. RESULTS Significant correlations were observed between the PET-OEF and relative SPECT-IMP uptake (correlation coefficient, - 0.683) and relative SPECT-IMZ/IMP uptake (correlation coefficient, 0.875). The area under the receiver operating characteristic curve for detecting misery perfusion (PET-OEF > 51.3%) was significantly greater for the relative SPECT-IMZ/IMP uptake than for the relative SPECT-IMP uptake (difference between areas, 0.080; p = 0.0004). The sensitivity, specificity, and positive- and negative-predictive values for the relative SPECT-IMZ/IMP uptake for detecting misery perfusion were 100%, 92%, 81%, and 100%, respectively. The specificity and positive-predictive value were significantly greater for the relative SPECT-IMZ/IMP uptake than for the relative SPECT-IMP uptake. CONCLUSIONS The addition of IMZ SPECT to brain perfusion SPECT improves the detection accuracy of misery perfusion on PET in adult patients with ischemic MMD.
Collapse
Affiliation(s)
- Kuniaki Ogasawara
- Department of Neurosurgery, Iwate Medical University, Iwate, Japan. .,Institute for Biomedical Sciences, Iwate Medical University, Iwate, Japan.
| | - Tatsuhiko Takahashi
- Department of Neurosurgery, Iwate Medical University, Iwate, Japan.,Institute for Biomedical Sciences, Iwate Medical University, Iwate, Japan
| | - Suguru Igarashi
- Department of Neurosurgery, Iwate Medical University, Iwate, Japan.,Institute for Biomedical Sciences, Iwate Medical University, Iwate, Japan
| | - Masahiro Yabuki
- Department of Neurosurgery, Iwate Medical University, Iwate, Japan.,Institute for Biomedical Sciences, Iwate Medical University, Iwate, Japan
| | - Daisuke Omori
- Department of Neurosurgery, Iwate Medical University, Iwate, Japan.,Institute for Biomedical Sciences, Iwate Medical University, Iwate, Japan
| | - Yosuke Akamatsu
- Department of Neurosurgery, Iwate Medical University, Iwate, Japan
| | - Kohei Chida
- Department of Neurosurgery, Iwate Medical University, Iwate, Japan.,Institute for Biomedical Sciences, Iwate Medical University, Iwate, Japan
| | - Masakazu Kobayashi
- Department of Neurosurgery, Iwate Medical University, Iwate, Japan.,Institute for Biomedical Sciences, Iwate Medical University, Iwate, Japan
| | - Shunrou Fujiwara
- Department of Neurosurgery, Iwate Medical University, Iwate, Japan
| | - Kazunori Terasaki
- Institute for Biomedical Sciences, Iwate Medical University, Iwate, Japan
| |
Collapse
|
10
|
Yan H, Chen H, Liu Y, Zhang Q, Guo Y, Fu Y, Ren H, Wang H, Wang C, Ge Y. Assessment of cognitive impairment after acute cerebral infarction with T1 relaxation time measured by MP2RAGE sequence and cerebral hemodynamic by transcranial Doppler. Front Neurol 2022; 13:1056423. [PMID: 36561306 PMCID: PMC9763460 DOI: 10.3389/fneur.2022.1056423] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2022] [Accepted: 11/23/2022] [Indexed: 12/12/2022] Open
Abstract
Objective This study aimed to investigate early brain microstructural changes discovered using magnetization-prepared two rapid acquisition gradient echo (MP2RAGE) sequence and cerebral hemodynamic using TCD for cognitive impairment after acute cerebral infarction. Methods We enrolled 43 patients with acute cerebral infarction and 21 healthy people in the study, who were subjected to cognitive assessments, the MP2RAGE sequence, and a cerebral hemodynamic examination. A total of 26 brain regions of interest were investigated. Furthermore, we used cerebral hemodynamics to explain brain microstructural changes, which helped us better understand the pathophysiology of cognitive impairment after acute cerebral infarction and guide treatment. Results T1 relaxation times in the left frontal lobe, right frontal lobe, right temporal lobe, left precuneus, left thalamus, right hippocampus, right head of caudate nucleus, and splenium of corpus callosum were substantially different across the three groups, which were significantly correlated with neuropsychological test scores. CI group patients had significantly lower cerebral blood flow velocity than those in the N-CI and Normal groups. The receiver operating curve analysis revealed that most T1 relaxation times had high sensitivity and specificity, especially on the right temporal lobe and right frontal lobe. There was a potential correlation between T1 relaxation times and MMSE scores through TCD parameters. Conclusion The MP2RAGE sequence can detect alterations in whole brain microstructure in patients with cognitive impairment after acute cerebral infarction. Brain microstructural changes could influence cognitive function through cerebral hemodynamics. T1 relaxation times on the right temporal lobe and the right frontal lobe are expected to be a prospective biomarker of cognitive impairment after acute cerebral infarction.
Collapse
Affiliation(s)
- Hongting Yan
- The Department of Neurology, The Second Hospital of Dalian Medical University, Dalian, Liaoning, China
| | - Honghai Chen
- The Department of Radiology, The Second Hospital of Dalian Medical University, Dalian, Liaoning, China
| | - Yanzhi Liu
- The Department of Neurology, The Second Hospital of Dalian Medical University, Dalian, Liaoning, China
| | - Qiannan Zhang
- The Department of Neurology, The Second Hospital of Dalian Medical University, Dalian, Liaoning, China
| | - Yunchu Guo
- The Department of Neurology, The Second Hospital of Dalian Medical University, Dalian, Liaoning, China
| | - Yu Fu
- The Department of Neurology, The Second Hospital of Dalian Medical University, Dalian, Liaoning, China
| | - Hongling Ren
- The Department of Neurology, The Second Hospital of Dalian Medical University, Dalian, Liaoning, China
| | - Hairong Wang
- The Department of Neurology, The Second Hospital of Dalian Medical University, Dalian, Liaoning, China
| | - Chun Wang
- The Department of Neurology, The Second Hospital of Dalian Medical University, Dalian, Liaoning, China
| | - Yusong Ge
- The Department of Neurology, The Second Hospital of Dalian Medical University, Dalian, Liaoning, China
| |
Collapse
|
11
|
Changes in periventricular anastomosis after indirect revascularization surgery alone for adult patients with misery perfusion due to ischemic moyamoya disease. Neurosurg Rev 2022; 45:3665-3673. [DOI: 10.1007/s10143-022-01861-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2022] [Revised: 08/09/2022] [Accepted: 09/11/2022] [Indexed: 10/14/2022]
|
12
|
Ogasawara K, Uchida S, Akamatsu Y, Chida K, Kobayashi M, Yoshida K, Fujiwara S, Terasaki K, Kubo Y. Outcomes of medical management alone for adult patients with cerebral misery perfusion due to ischemic moyamoya disease. J Stroke Cerebrovasc Dis 2022; 31:106588. [PMID: 35671656 DOI: 10.1016/j.jstrokecerebrovasdis.2022.106588] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2022] [Revised: 05/18/2022] [Accepted: 05/29/2022] [Indexed: 10/18/2022] Open
Abstract
OBJECTIVES Although revascularization surgery is recommended for adult patients with moyamoya disease (MMD) who present with ischemic symptoms due to hemodynamic compromise, the clinical course of such patients who are treated with medical management alone remains unclear. Here, we report outcomes of adult patients with cerebral misery perfusion due to ischemic MMD who received medical management alone. MATERIALS AND METHODS We prospectively followed up patients who showed misery perfusion in the symptomatic cerebral hemisphere on 15O gas positron emission tomography (PET) and received strict medical management alone after refusing revascularization surgery. RESULTS Of 57 patients who showed symptomatic misery perfusion on 15O gas PET, three (5%) were included into the present study. Two of these patients suffered further ischemic events at 7 and 8 months after inclusion, after which, their modified Rankin disability scale scores deteriorated. In the remaining patient, fatal intracerebral hemorrhage developed at 10 months after inclusion. CONCLUSIONS These findings suggest that receiving medical management alone is associated with considerably poor outcomes for adult patients with cerebral misery perfusion due to ischemic MMD.
Collapse
Affiliation(s)
| | - Shun Uchida
- Department of Neurosurgery, Iwate Medical University, Japan.
| | - Yosuke Akamatsu
- Department of Neurosurgery, Iwate Medical University, Japan.
| | - Kohei Chida
- Department of Neurosurgery, Iwate Medical University, Japan.
| | | | - Kenji Yoshida
- Department of Neurosurgery, Iwate Medical University, Japan.
| | | | | | - Yoshitaka Kubo
- Department of Neurosurgery, Iwate Medical University, Japan.
| |
Collapse
|
13
|
Yasuda S, Katakura Y, Kubo Y, Dobashi K, Kimura K, Fujiwara S, Chida K, Akamatsu Y, Kobayashi M, Yoshida K, Terasaki K, Ogasawara K. Recovery of cortical neurotransmitter receptor function and its impact on cognitive improvement after indirect revascularization surgery alone for adult patients with ischemic moyamoya disease: 123I-iomazenil single-photon emission computed tomography study. World Neurosurg 2022; 164:e1135-e1142. [PMID: 35660480 DOI: 10.1016/j.wneu.2022.05.118] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2022] [Revised: 05/25/2022] [Accepted: 05/25/2022] [Indexed: 10/18/2022]
Abstract
OBJECTIVE Brain 123I-iomazenil single-photon emission computed tomography (SPECT) can assess the distribution of the binding potential of central benzodiazepine receptors in the cerebral cortex. This binding potential may reflect neuronal function in viable tissues. The present prospective study using brain 123I-iomazenil SPECT aimed to determine whether improvements in cognitive function after indirect revascularization surgery alone are associated with postoperative recovery in neurotransmitter receptor function in the affected cerebral hemisphere among adult patients with moyamoya disease (MMD) accompanied by ischemic presentation due to misery perfusion. METHODS Twenty-two patients who underwent indirect revascularization surgery alone also underwent brain SPECT scanning at 180 minutes after 123I-iomazenil administration and neuropsychological testing before and at 6 months after surgery. The affected-to-contralateral cerebral hemispheric asymmetry of tracer uptake before and after surgery was then calculated. RESULTS The asymmetry of tracer uptake was significantly increased after surgery (p < 0.0001). A significant difference between the pre- and postoperative asymmetry of tracer uptake was seen in patients with improved cognition compared with those with unchanged cognition (p = 0.0001). The area under the receiver operating characteristic curve was 0.99 for the difference between the pre- and postoperative asymmetry of tracer uptake to assess the ability to discriminate patients with improved cognition from those with unchanged cognition. CONCLUSIONS Improvements in cognitive function after indirect revascularization surgery alone are associated with postoperative recovery in the binding potential of central benzodiazepine receptors in the affected cerebral hemisphere in adult patients with MMD accompanied by ischemic presentation due to misery perfusion.
Collapse
Affiliation(s)
- Sara Yasuda
- Department of Neurosurgery, Iwate Medical University School of Medicine, Yahaba, Japan
| | - Yasukazu Katakura
- Department of Neurosurgery, Iwate Medical University School of Medicine, Yahaba, Japan
| | - Yoshitaka Kubo
- Department of Neurosurgery, Iwate Medical University School of Medicine, Yahaba, Japan
| | - Kazumasa Dobashi
- Department of Neurosurgery, Iwate Medical University School of Medicine, Yahaba, Japan
| | - Kazuto Kimura
- Department of Neurosurgery, Iwate Medical University School of Medicine, Yahaba, Japan
| | - Shunrou Fujiwara
- Department of Neurosurgery, Iwate Medical University School of Medicine, Yahaba, Japan
| | - Kohei Chida
- Department of Neurosurgery, Iwate Medical University School of Medicine, Yahaba, Japan
| | - Yosuke Akamatsu
- Department of Neurosurgery, Iwate Medical University School of Medicine, Yahaba, Japan
| | - Masakazu Kobayashi
- Department of Neurosurgery, Iwate Medical University School of Medicine, Yahaba, Japan
| | - Kenji Yoshida
- Department of Neurosurgery, Iwate Medical University School of Medicine, Yahaba, Japan
| | - Kazunori Terasaki
- Institute for Biomedical Sciences, Iwate Medical University School of Medicine, Yahaba, Japan
| | - Kuniaki Ogasawara
- Department of Neurosurgery, Iwate Medical University School of Medicine, Yahaba, Japan.
| |
Collapse
|