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Li Z, Lu J, Liu M, Ma L, Quan K, Zhang H, Liu P, Shi Y, Dong X, You C, Tian R, Zhu W. Development and Validation of a Supplementary Grading Scale for Outcomes of Brainstem Cavernous Malformations. Stroke 2024; 55:1991-2002. [PMID: 38881452 DOI: 10.1161/strokeaha.123.045943] [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: 11/21/2023] [Accepted: 05/21/2024] [Indexed: 06/18/2024]
Abstract
BACKGROUND Surgical risk assessment is intriguing for clinical decision-making of brainstem cavernous malformation (BSCM) treatment. While the BSCM grading scale, encompassing size, developmental venous anomaly, crossing axial midpoint, age, and timing of intervention, is increasingly utilized, the clinical relevance of neurological fluctuation and recurrent hemorrhage has not been incorporated. This study aimed to propose a supplementary grading scale with enhanced predictive efficacy. METHODS Using a retrospective nationwide registry of consecutive patients with BSCMs undergoing surgery in China from March 2011 to May 2023, a new supplementary BSCM grading scale was developed from a derivative cohort of 260 patients and validated in an independent concurrent cohort of 67 patients. The primary outcome was unfavorable neurological function (modified Rankin Scale score >2) at the latest follow-up. The performance of the supplementary grading system was evaluated for discrimination, calibration, and clinical utility and further compared with its original counterpart. RESULTS Over a follow-up of at least 6 months after surgery, the unfavorable outcomes were 31% in the overall cohort (101/327 patients). A preoperative motor deficit (odds ratio, 3.13; P=0.001), recurrent hemorrhage (odds ratio, 3.05; P<0.001), timing of intervention (odds ratio, 7.08; P<0.001), and crossing the axial midpoint (odds ratio, 2.57; P=0.006) were associated with the unfavorable outcomes and composed the initial Huashan grading variables. A supplementary BSCM grading system was subsequently developed by incorporating the Huashan grading variables into the original BSCM grading scale. The predictive capability of the supplementary scale was consistently superior to the original counterpart in either the derivative cohort (area under the receiver operating characteristic curve, 0.74 [95% CI, 0.68-0.80] for the supplementary versus 0.68 [95% CI, 0.61-0.74] for the original) or the validation cohort (0.75 [95% CI, 0.62-0.87] versus 0.64 [95% CI, 0.48-0.81]). CONCLUSIONS This study highlights the neurological relevance of BSCM hemorrhage in surgical risk assessment. Via compositing preoperative motor function and recurrent hemorrhages, a supplementary grading scale may improve a dynamic risk assessment for clinical decisions in the management of BSCMs.
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Affiliation(s)
- Zongze Li
- Department of Neurosurgery, Huashan Hospital, Shanghai Medical College, Fudan University, China (Z.L., M.L., K.Q., H.Z., P.L., Y.S., X.D., W.Z.)
- National Center for Neurological Disorders, Shanghai, China (Z.L., M.L., K.Q., H.Z., P.L., Y.S., X.D., W.Z.)
- Shanghai Key Laboratory of Brain Function and Restoration and Neural Regeneration, China (Z.L., M.L., K.Q., H.Z., P.L., Y.S., X.D., W.Z.)
- Neurosurgical Institute of Fudan University, Shanghai, China (Z.L., M.L., K.Q., H.Z., P.L., Y.S., X.D., W.Z.)
- Shanghai Clinical Medical Center of Neurosurgery, China (Z.L., M.L., K.Q., H.Z., P.L., Y.S., X.D., W.Z.)
| | - Junlin Lu
- Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu (J.L., C.Y., R.T.)
| | - Mingjian Liu
- Department of Neurosurgery, Huashan Hospital, Shanghai Medical College, Fudan University, China (Z.L., M.L., K.Q., H.Z., P.L., Y.S., X.D., W.Z.)
- National Center for Neurological Disorders, Shanghai, China (Z.L., M.L., K.Q., H.Z., P.L., Y.S., X.D., W.Z.)
- Shanghai Key Laboratory of Brain Function and Restoration and Neural Regeneration, China (Z.L., M.L., K.Q., H.Z., P.L., Y.S., X.D., W.Z.)
- Neurosurgical Institute of Fudan University, Shanghai, China (Z.L., M.L., K.Q., H.Z., P.L., Y.S., X.D., W.Z.)
- Shanghai Clinical Medical Center of Neurosurgery, China (Z.L., M.L., K.Q., H.Z., P.L., Y.S., X.D., W.Z.)
| | - Li Ma
- Department of Neurological Surgery, University of Pittsburgh Medical Center, University of Pittsburgh School of Medicine, PA (L.M.)
| | - Kai Quan
- Department of Neurosurgery, Huashan Hospital, Shanghai Medical College, Fudan University, China (Z.L., M.L., K.Q., H.Z., P.L., Y.S., X.D., W.Z.)
- National Center for Neurological Disorders, Shanghai, China (Z.L., M.L., K.Q., H.Z., P.L., Y.S., X.D., W.Z.)
- Shanghai Key Laboratory of Brain Function and Restoration and Neural Regeneration, China (Z.L., M.L., K.Q., H.Z., P.L., Y.S., X.D., W.Z.)
- Neurosurgical Institute of Fudan University, Shanghai, China (Z.L., M.L., K.Q., H.Z., P.L., Y.S., X.D., W.Z.)
- Shanghai Clinical Medical Center of Neurosurgery, China (Z.L., M.L., K.Q., H.Z., P.L., Y.S., X.D., W.Z.)
| | - Hongfei Zhang
- Department of Neurosurgery, Huashan Hospital, Shanghai Medical College, Fudan University, China (Z.L., M.L., K.Q., H.Z., P.L., Y.S., X.D., W.Z.)
- National Center for Neurological Disorders, Shanghai, China (Z.L., M.L., K.Q., H.Z., P.L., Y.S., X.D., W.Z.)
- Shanghai Key Laboratory of Brain Function and Restoration and Neural Regeneration, China (Z.L., M.L., K.Q., H.Z., P.L., Y.S., X.D., W.Z.)
- Neurosurgical Institute of Fudan University, Shanghai, China (Z.L., M.L., K.Q., H.Z., P.L., Y.S., X.D., W.Z.)
- Shanghai Clinical Medical Center of Neurosurgery, China (Z.L., M.L., K.Q., H.Z., P.L., Y.S., X.D., W.Z.)
| | - Peixi Liu
- Department of Neurosurgery, Huashan Hospital, Shanghai Medical College, Fudan University, China (Z.L., M.L., K.Q., H.Z., P.L., Y.S., X.D., W.Z.)
- National Center for Neurological Disorders, Shanghai, China (Z.L., M.L., K.Q., H.Z., P.L., Y.S., X.D., W.Z.)
- Shanghai Key Laboratory of Brain Function and Restoration and Neural Regeneration, China (Z.L., M.L., K.Q., H.Z., P.L., Y.S., X.D., W.Z.)
- Neurosurgical Institute of Fudan University, Shanghai, China (Z.L., M.L., K.Q., H.Z., P.L., Y.S., X.D., W.Z.)
- Shanghai Clinical Medical Center of Neurosurgery, China (Z.L., M.L., K.Q., H.Z., P.L., Y.S., X.D., W.Z.)
| | - Yuan Shi
- Department of Neurosurgery, Huashan Hospital, Shanghai Medical College, Fudan University, China (Z.L., M.L., K.Q., H.Z., P.L., Y.S., X.D., W.Z.)
- National Center for Neurological Disorders, Shanghai, China (Z.L., M.L., K.Q., H.Z., P.L., Y.S., X.D., W.Z.)
- Shanghai Key Laboratory of Brain Function and Restoration and Neural Regeneration, China (Z.L., M.L., K.Q., H.Z., P.L., Y.S., X.D., W.Z.)
- Neurosurgical Institute of Fudan University, Shanghai, China (Z.L., M.L., K.Q., H.Z., P.L., Y.S., X.D., W.Z.)
- Shanghai Clinical Medical Center of Neurosurgery, China (Z.L., M.L., K.Q., H.Z., P.L., Y.S., X.D., W.Z.)
| | - Xuchen Dong
- Department of Neurosurgery, Huashan Hospital, Shanghai Medical College, Fudan University, China (Z.L., M.L., K.Q., H.Z., P.L., Y.S., X.D., W.Z.)
- National Center for Neurological Disorders, Shanghai, China (Z.L., M.L., K.Q., H.Z., P.L., Y.S., X.D., W.Z.)
- Shanghai Key Laboratory of Brain Function and Restoration and Neural Regeneration, China (Z.L., M.L., K.Q., H.Z., P.L., Y.S., X.D., W.Z.)
- Neurosurgical Institute of Fudan University, Shanghai, China (Z.L., M.L., K.Q., H.Z., P.L., Y.S., X.D., W.Z.)
- Shanghai Clinical Medical Center of Neurosurgery, China (Z.L., M.L., K.Q., H.Z., P.L., Y.S., X.D., W.Z.)
| | - Chao You
- Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu (J.L., C.Y., R.T.)
| | - Rui Tian
- Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu (J.L., C.Y., R.T.)
| | - Wei Zhu
- Department of Neurosurgery, Huashan Hospital, Shanghai Medical College, Fudan University, China (Z.L., M.L., K.Q., H.Z., P.L., Y.S., X.D., W.Z.)
- National Center for Neurological Disorders, Shanghai, China (Z.L., M.L., K.Q., H.Z., P.L., Y.S., X.D., W.Z.)
- Shanghai Key Laboratory of Brain Function and Restoration and Neural Regeneration, China (Z.L., M.L., K.Q., H.Z., P.L., Y.S., X.D., W.Z.)
- Neurosurgical Institute of Fudan University, Shanghai, China (Z.L., M.L., K.Q., H.Z., P.L., Y.S., X.D., W.Z.)
- Shanghai Clinical Medical Center of Neurosurgery, China (Z.L., M.L., K.Q., H.Z., P.L., Y.S., X.D., W.Z.)
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Kim JY, Choi HJ, Kim SH, Ju H. Improved differentiation of cavernous malformation and acute intraparenchymal hemorrhage on CT using an AI algorithm. Sci Rep 2024; 14:11818. [PMID: 38782974 PMCID: PMC11116413 DOI: 10.1038/s41598-024-61960-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2024] [Accepted: 05/13/2024] [Indexed: 05/25/2024] Open
Abstract
This study aimed to evaluate the utility of an artificial intelligence (AI) algorithm in differentiating between cerebral cavernous malformation (CCM) and acute intraparenchymal hemorrhage (AIH) on brain computed tomography (CT). A retrospective, multireader, randomized study was conducted to validate the performance of an AI algorithm in differentiating AIH from CCM on brain CT. CT images of CM and AIH (< 3 cm) were identified from the database. Six blinded reviewers, including two neuroradiologists, two radiology residents, and two emergency department physicians, evaluated CT images from 288 patients (CCM, n = 173; AIH, n = 115) with and without AI assistance, comparing diagnostic performance. Brain CT interpretation with AI assistance resulted in significantly higher diagnostic accuracy than without (86.92% vs. 79.86%, p < 0.001). Radiology residents and emergency department physicians showed significantly improved accuracy of CT interpretation with AI assistance than without (84.21% vs. 75.35%, 80.73% vs. 72.57%; respectively, p < 0.05). Neuroradiologists showed a trend of higher accuracy with AI assistance in the interpretation but lacked statistical significance (95.83% vs. 91.67%, p = 0.56). The use of an AI algorithm can enhance the differentiation of AIH from CCM in brain CT interpretation, particularly for nonexperts in neuroradiology.
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Affiliation(s)
- Jung Youn Kim
- Department of Radiology, CHA Bundang Medical Center, CHA University, 59 Yatap-Ro, Bundang, Seongnam, Gyeonggi-Do, 13496, Republic of Korea
| | - Hye Jeong Choi
- Department of Radiology, CHA Bundang Medical Center, CHA University, 59 Yatap-Ro, Bundang, Seongnam, Gyeonggi-Do, 13496, Republic of Korea.
| | - Sang Heum Kim
- Department of Radiology, CHA Bundang Medical Center, CHA University, 59 Yatap-Ro, Bundang, Seongnam, Gyeonggi-Do, 13496, Republic of Korea
| | - Hwangseon Ju
- Department of Radiology, CHA Bundang Medical Center, CHA University, 59 Yatap-Ro, Bundang, Seongnam, Gyeonggi-Do, 13496, Republic of Korea
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Li Z, Lu J, Liu M, Ma L, Quan K, Zhang H, Liu P, Shi Y, Dong X, You C, Tian R, Zhu W. Association of hemorrhage-to-treatment time with outcomes in patients with brainstem cavernous malformations: a nationwide cohort study. Int J Surg 2024; 110:2217-2225. [PMID: 38668661 PMCID: PMC11020047 DOI: 10.1097/js9.0000000000001111] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2023] [Accepted: 01/09/2024] [Indexed: 04/29/2024]
Abstract
BACKGROUND Brainstem cavernous malformations (BSCMs) often present with haemorrhage, but the optimal timing for microsurgical intervention remains unclear. This study aims to explore how intervention timing relates to neurological outcomes in haemorrhagic BSCM patients undergoing microsurgery, offering insights for clinical decisions. METHODS A total of 293 consecutive patients diagnosed with BSCMs, who underwent microsurgery were identified between March 2011 and January 2023 at two comprehensive centres in China, with a postoperative follow-up duration exceeding 6 months. Utilizing logistic regression models with restricted cubic splines, distinct time groups were identified. Subsequently, matching weight analysis compared these groups in terms of outcomes, new haemorrhage rates, cranial nerve deficits, and perioperative complications. The primary outcome was an unfavourable outcome, which was defined as a mRS score greater than 2 at the latest follow-up. RESULTS Among the 293 patients, 48.5% were female, median age was (39.9±14.3) years, and median haemorrhage-to-treatment time was 42 days. Patients were categorized into acute (≤21 days), subacute (22-42 days), and delay (>42 days) intervention groups. After matching, 186 patients were analyzed. Adjusted analysis showed lower unfavourable outcome rates for acute [adjusted odds ratio (OR), 0.73; 95% CI, 0.65-0.82; P<0.001] and subacute (adjusted OR, 0.83; 95% CI, 0.72-0.95; P=0.007) groups compared to the delay group. Subacute intervention led to fewer cranial nerve deficits (adjusted OR, 0.76; 95% CI, 0.66-0.88, P<0.001). New haemorrhage incidence didn't significantly differ among groups. CONCLUSIONS For haemorrhagic BSCMs patients, delayed microsurgical intervention that exceeded 42 days after a prior haemorrhage were associated with an increased risk of unfavourable neurological outcomes.
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Affiliation(s)
- Zongze Li
- Department of Neurosurgery, Huashan Hospital, Shanghai Medical College, Fudan University
- National Center for Neurological Disorders
- Shanghai Key Laboratory of Brain Function and Restoration and Neural Regeneration
- Neurosurgical Institute of Fudan University
- Shanghai Clinical Medical Center of Neurosurgery. Shanghai
| | - Junlin Lu
- Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, China
| | - Mingjian Liu
- Department of Neurosurgery, Huashan Hospital, Shanghai Medical College, Fudan University
- National Center for Neurological Disorders
- Shanghai Key Laboratory of Brain Function and Restoration and Neural Regeneration
- Neurosurgical Institute of Fudan University
- Shanghai Clinical Medical Center of Neurosurgery. Shanghai
| | - Li Ma
- Department of Neurological Surgery, University of Pittsburgh Medical Center, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Kai Quan
- Department of Neurosurgery, Huashan Hospital, Shanghai Medical College, Fudan University
- National Center for Neurological Disorders
- Shanghai Key Laboratory of Brain Function and Restoration and Neural Regeneration
- Neurosurgical Institute of Fudan University
- Shanghai Clinical Medical Center of Neurosurgery. Shanghai
| | - Hongfei Zhang
- Department of Neurosurgery, Huashan Hospital, Shanghai Medical College, Fudan University
- National Center for Neurological Disorders
- Shanghai Key Laboratory of Brain Function and Restoration and Neural Regeneration
- Neurosurgical Institute of Fudan University
- Shanghai Clinical Medical Center of Neurosurgery. Shanghai
| | - Peixi Liu
- Department of Neurosurgery, Huashan Hospital, Shanghai Medical College, Fudan University
- National Center for Neurological Disorders
- Shanghai Key Laboratory of Brain Function and Restoration and Neural Regeneration
- Neurosurgical Institute of Fudan University
- Shanghai Clinical Medical Center of Neurosurgery. Shanghai
| | - Yuan Shi
- Department of Neurosurgery, Huashan Hospital, Shanghai Medical College, Fudan University
- National Center for Neurological Disorders
- Shanghai Key Laboratory of Brain Function and Restoration and Neural Regeneration
- Neurosurgical Institute of Fudan University
- Shanghai Clinical Medical Center of Neurosurgery. Shanghai
| | - Xuchen Dong
- Department of Neurosurgery, Huashan Hospital, Shanghai Medical College, Fudan University
- National Center for Neurological Disorders
- Shanghai Key Laboratory of Brain Function and Restoration and Neural Regeneration
- Neurosurgical Institute of Fudan University
- Shanghai Clinical Medical Center of Neurosurgery. Shanghai
| | - Chao You
- Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, China
| | - Rui Tian
- Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, China
| | - Wei Zhu
- Department of Neurosurgery, Huashan Hospital, Shanghai Medical College, Fudan University
- National Center for Neurological Disorders
- Shanghai Key Laboratory of Brain Function and Restoration and Neural Regeneration
- Neurosurgical Institute of Fudan University
- Shanghai Clinical Medical Center of Neurosurgery. Shanghai
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Padilha IG, Fonseca APA, Amancio CT, Vieira APF, Pacheco FT, da Rocha AJ. Vascular Myelopathies. Semin Ultrasound CT MR 2023; 44:408-423. [PMID: 37690793 DOI: 10.1053/j.sult.2023.03.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/08/2023]
Abstract
There are many vascular disorders that can affect the spinal cord, and their prevalence and etiology are highly influenced by age, sex, and risk factors. This article reviews the embryology and anatomy of the spinal cord, as well as several vascular conditions, describing their clinical and imaging presentation, emphasizing the different imaging modalities' contributions to increasing specificity and better defining the most appropriate therapy strategy for improving the patient's prognosis.
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Affiliation(s)
- Igor Gomes Padilha
- Division of Neuroradiology, Diagnósticos da América SA-DASA, São Paulo, SP, Brazil; Division of Neuroradiology, Santa Casa de São Paulo School of Medical Sciences, São Paulo, SP, Brazil; Division of Neuroradiology, Unitedhealth Group, São Paulo, SP, Brazil.
| | - Ana Paula Alves Fonseca
- Division of Neuroradiology, Diagnósticos da América SA-DASA, São Paulo, SP, Brazil; Division of Neuroradiology, Santa Casa de São Paulo School of Medical Sciences, São Paulo, SP, Brazil; Division of Neuroradiology, Unitedhealth Group, São Paulo, SP, Brazil
| | - Camila Trolez Amancio
- Division of Neuroradiology, Diagnósticos da América SA-DASA, São Paulo, SP, Brazil; Division of Neuroradiology, Hospital Sirio-Libanês, São Paulo, SP, Brazil
| | | | - Felipe Torres Pacheco
- Division of Neuroradiology, Diagnósticos da América SA-DASA, São Paulo, SP, Brazil; Division of Neuroradiology, Santa Casa de São Paulo School of Medical Sciences, São Paulo, SP, Brazil
| | - Antônio José da Rocha
- Division of Neuroradiology, Diagnósticos da América SA-DASA, São Paulo, SP, Brazil; Division of Neuroradiology, Santa Casa de São Paulo School of Medical Sciences, São Paulo, SP, Brazil
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Bani-Sadr A, Eker OF, Cho TH, Ameli R, Berhouma M, Cappucci M, Derex L, Mechtouff L, Meyronet D, Nighoghossian N, Berthezène Y, Hermier M. Early Detection of Underlying Cavernomas in Patients with Spontaneous Acute Intracerebral Hematomas. AJNR Am J Neuroradiol 2023; 44:807-813. [PMID: 37385679 PMCID: PMC10337618 DOI: 10.3174/ajnr.a7914] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2023] [Accepted: 05/29/2023] [Indexed: 07/01/2023]
Abstract
BACKGROUND AND PURPOSE Early identification of the etiology of spontaneous acute intracerebral hemorrhage is essential for appropriate management. This study aimed to develop an imaging model to identify cavernoma-related hematomas. MATERIALS AND METHODS Patients 1-55 years of age with acute (≤7 days) spontaneous intracerebral hemorrhage were included. Two neuroradiologists reviewed CT and MR imaging data and assessed the characteristics of hematomas, including their shape (spherical/ovoid or not), their regular or irregular margins, and associated abnormalities including extralesional hemorrhage and peripheral rim enhancement. Imaging findings were correlated with etiology. The study population was randomly split to provide a training sample (50%) and a validation sample (50%). From the training sample, univariate and multivariate logistic regression was performed to identify factors predictive of cavernomas, and a decision tree was built. Its performance was assessed using the validation sample. RESULTS Four hundred seventy-eight patients were included, of whom 85 had hemorrhagic cavernomas. In multivariate analysis, cavernoma-related hematomas were associated with spherical/ovoid shape (P < .001), regular margins (P = .009), absence of extralesional hemorrhage (P = .01), and absence of peripheral rim enhancement (P = .002). These criteria were included in the decision tree model. The validation sample (n = 239) had the following performance: diagnostic accuracy of 96.1% (95% CI, 92.2%-98.4%), sensitivity of 97.95% (95% CI, 95.8%-98.9%), specificity of 89.5% (95% CI, 75.2%-97.0%), positive predictive value of 97.7% (95% CI, 94.3%-99.1%), and negative predictive value of 94.4% (95% CI, 81.0%-98.5%). CONCLUSIONS An imaging model including ovoid/spherical shape, regular margins, absence of extralesional hemorrhage, and absence of peripheral rim enhancement accurately identifies cavernoma-related acute spontaneous cerebral hematomas in young patients.
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Affiliation(s)
- A Bani-Sadr
- From the Department of Neuroradiology (A.B.-S., O.F.E., R.A., M.C., Y.B., M.H.)
- Creatis Laboratory (A.B.-S., O.F.E., Y.B.), National Center for Scientific Research Unité Mixte de Recherche 5220, Institut National de la Santé et de la Recherche Médicale U 5220, Claude Bernard Lyon I University, Villeurbanne, France
| | - O F Eker
- From the Department of Neuroradiology (A.B.-S., O.F.E., R.A., M.C., Y.B., M.H.)
- Creatis Laboratory (A.B.-S., O.F.E., Y.B.), National Center for Scientific Research Unité Mixte de Recherche 5220, Institut National de la Santé et de la Recherche Médicale U 5220, Claude Bernard Lyon I University, Villeurbanne, France
| | - T-H Cho
- Stroke Department (T.-H.C., L.D., L.M., N.N.)
- CarMeN Laboratory (T.-H.C., L.M., N.N.), Institut National de la Santé et de la Recherche Médicale U1060, Claude Bernard Lyon I University, Bron, France
| | - R Ameli
- From the Department of Neuroradiology (A.B.-S., O.F.E., R.A., M.C., Y.B., M.H.)
| | - M Berhouma
- Skull Base Surgery Unit (M.B.), Department of Neurosurgery B
| | - M Cappucci
- From the Department of Neuroradiology (A.B.-S., O.F.E., R.A., M.C., Y.B., M.H.)
| | - L Derex
- Stroke Department (T.-H.C., L.D., L.M., N.N.)
- Research on Healthcare Performance (L.D.), Institut National de la Santé et de la Recherche Médicale U 1290, Claude Bernard Lyon I University, Domaine Rockefeller, Lyon, France
| | - L Mechtouff
- Stroke Department (T.-H.C., L.D., L.M., N.N.)
- CarMeN Laboratory (T.-H.C., L.M., N.N.), Institut National de la Santé et de la Recherche Médicale U1060, Claude Bernard Lyon I University, Bron, France
| | - D Meyronet
- Institute of Pathology East, Neuropathology (D.M.), East Group Hospital, Hospices Civils de Lyon, Bron, France
| | - N Nighoghossian
- Stroke Department (T.-H.C., L.D., L.M., N.N.)
- CarMeN Laboratory (T.-H.C., L.M., N.N.), Institut National de la Santé et de la Recherche Médicale U1060, Claude Bernard Lyon I University, Bron, France
| | - Y Berthezène
- From the Department of Neuroradiology (A.B.-S., O.F.E., R.A., M.C., Y.B., M.H.)
- Creatis Laboratory (A.B.-S., O.F.E., Y.B.), National Center for Scientific Research Unité Mixte de Recherche 5220, Institut National de la Santé et de la Recherche Médicale U 5220, Claude Bernard Lyon I University, Villeurbanne, France
| | - M Hermier
- From the Department of Neuroradiology (A.B.-S., O.F.E., R.A., M.C., Y.B., M.H.)
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Kuroedov D, Cunha B, Pamplona J, Castillo M, Ramalho J. Cerebral cavernous malformations: Typical and atypical imaging characteristics. J Neuroimaging 2023; 33:202-217. [PMID: 36456168 DOI: 10.1111/jon.13072] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2022] [Revised: 11/11/2022] [Accepted: 11/11/2022] [Indexed: 12/03/2022] Open
Abstract
Cavernous malformations (CMs) are benign vascular malformations that maybe seen anywhere in the central nervous system. They are dynamic lesions, growing or shrinking over time and only rarely remaining stable. Size varies from a few millimeters to a few centimeters. CMs can be sporadic or familial, and while most of them are congenital, de novo and acquired lesions may also be seen. Etiology is still unknown. A genetic molecular mechanism has been proposed since a cerebral cavernous malformation gene loss of function was found in both familial and sporadic lesions. Additionally, recent studies suggest that formation of CMs in humans may be associated with a distinctive bacterial gut composition (microbioma). Imaging is fairly typical but may vary according to age, location, and etiology. Follow-up is not well established because CMs patients have a highly unpredictable clinical course. Angiogenic and inflammatory mechanisms have been implicated in disease activity, as well as lesional hyperpermeability and iron deposition. Imaging and serum biomarkers of these mechanisms are under current investigation. Treatment options, including surgery or radiosurgery, are not well defined and are dependent upon multiple factors, including clinical presentation, lesion location, number of hemorrhagic events, and medical comorbidities. Our purpose is to review the imaging features of CMs based on their size, location, and etiology, as well as their differential diagnosis and best imaging approach. New insights in etiology will be briefly considered. Follow-up strategies, including serum and imaging biomarkers, and treatment options will also be discussed.
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Affiliation(s)
- Danila Kuroedov
- Department of Neuroradiology, Centro Hospitalar Universitário de Lisboa Central, Lisbon, Portugal
- NOVA Medical School, Universidade Nova de Lisboa, Lisbon, Portugal
| | - Bruno Cunha
- Department of Neuroradiology, Centro Hospitalar Universitário de Lisboa Central, Lisbon, Portugal
- NOVA Medical School, Universidade Nova de Lisboa, Lisbon, Portugal
| | - Jaime Pamplona
- Department of Neuroradiology, Centro Hospitalar Universitário de Lisboa Central, Lisbon, Portugal
- NOVA Medical School, Universidade Nova de Lisboa, Lisbon, Portugal
| | - Mauricio Castillo
- Department of Radiology, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA
| | - Joana Ramalho
- Department of Neuroradiology, Centro Hospitalar Universitário de Lisboa Central, Lisbon, Portugal
- NOVA Medical School, Universidade Nova de Lisboa, Lisbon, Portugal
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Weng J, Yang Y, Song D, Huo R, Li H, Chen Y, Nam Y, Zhou Q, Jiao Y, Fu W, Yan Z, Wang J, Xu H, Di L, Li J, Wang S, Zhao J, Wang J, Cao Y. Somatic MAP3K3 mutation defines a subclass of cerebral cavernous malformation. Am J Hum Genet 2021; 108:942-950. [PMID: 33891857 PMCID: PMC8206158 DOI: 10.1016/j.ajhg.2021.04.005] [Citation(s) in RCA: 56] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2021] [Accepted: 03/30/2021] [Indexed: 12/22/2022] Open
Abstract
Cerebral cavernous malformations (CCMs) are vascular disorders that affect up to 0.5% of the total population. About 20% of CCMs are inherited because of familial mutations in CCM genes, including CCM1/KRIT1, CCM2/MGC4607, and CCM3/PDCD10, whereas the etiology of a majority of simplex CCM-affected individuals remains unclear. Here, we report somatic mutations of MAP3K3, PIK3CA, MAP2K7, and CCM genes in CCM lesions. In particular, somatic hotspot mutations of PIK3CA are found in 11 of 38 individuals with CCMs, and a MAP3K3 somatic mutation (c.1323C>G [p.Ile441Met]) is detected in 37.0% (34 of 92) of the simplex CCM-affected individuals. Strikingly, the MAP3K3 c.1323C>G mutation presents in 95.7% (22 of 23) of the popcorn-like lesions but only 2.5% (1 of 40) of the subacute-bleeding or multifocal lesions that are predominantly attributed to mutations in the CCM1/2/3 signaling complex. Leveraging mini-bulk sequencing, we demonstrate the enrichment of MAP3K3 c.1323C>G mutation in CCM endothelium. Mechanistically, beyond the activation of CCM1/2/3-inhibited ERK5 signaling, MEKK3 p.Ile441Met (MAP3K3 encodes MEKK3) also activates ERK1/2, JNK, and p38 pathways because of mutation-induced MEKK3 kinase activity enhancement. Collectively, we identified several somatic activating mutations in CCM endothelium, and the MAP3K3 c.1323C>G mutation defines a primary CCM subtype with distinct characteristics in signaling activation and magnetic resonance imaging appearance.
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Abstract
PURPOSE OF REVIEW Neurologists should be able to identify clinical and neuroimaging features that distinguish vascular disorders from other causes of myelopathy. RECENT FINDINGS Although certain clinical features suggest a vascular etiology in acute and chronic myelopathy settings, accurate MRI interpretation within the clinical context is key. Recent studies have shown vascular myelopathies are frequently misdiagnosed as transverse myelitis, and recognition of this diagnostic pitfall is important. Many different vascular mechanisms can cause myelopathy; this article provides a comprehensive review that simplifies disease categories into arterial ischemia, venous congestion/ischemia, hematomyelia, and extraparenchymal hemorrhage. SUMMARY It is important to recognize and manage vascular disorders of the spinal cord as significant causes of acute, subacute, and progressive myelopathy.
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Flemming KD, Lanzino G. Cerebral Cavernous Malformation: What a Practicing Clinician Should Know. Mayo Clin Proc 2020; 95:2005-2020. [PMID: 32605781 DOI: 10.1016/j.mayocp.2019.11.005] [Citation(s) in RCA: 42] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/09/2019] [Revised: 10/17/2019] [Accepted: 11/13/2019] [Indexed: 01/24/2023]
Abstract
Cavernous malformations (CMs) are angiographically occult, low-flow vascular malformations of the central nervous system. They are acquired lesions, with approximately 80% of patients having the sporadic form and 20% the familial form of the disease. The lesions may also develop years after radiotherapy. At the microscopic level, they consist of endothelium-lined cavities (or "caverns") containing blood of different ages. The endothelium proliferates abnormally, and tight junctions are absent or dysfunctional, resulting in leakiness of the endothelium and clinical manifestations in some patients. Cavernous malformations can be an incidental finding or can present with focal neurologic deficits, seizures, or headache, with or without associated hemorrhage. Management of the CM lesion requires knowledge of the natural history of the disease compared with the risk of surgical intervention. Surgery is often considered for symptomatic patients with lesions in a noneloquent location. Medical management is warranted for symptoms related to the CM. Research aimed at understanding the genes and signaling pathways related to CMs have provided potential drug targets, and clinical trials are underway to determine whether medications reduce the risk of future bleeding without surgery or modify the disease course. In addition, recent epidemiologic data have aided practitioners in determining how to treat comorbid conditions in patients with a potentially hemorrhagic lesion. This review provides an overview of the epidemiology, presentation, and clinical management of CMs.
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Velz J, Vasella F, Yang Y, Neidert MC, Regli L, Bozinov O. Limited Impact of Serial Follow-Up Imaging in Clinically Stable Patients With Brainstem Cavernous Malformations. Front Neurol 2020; 11:789. [PMID: 32849236 PMCID: PMC7424060 DOI: 10.3389/fneur.2020.00789] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2020] [Accepted: 06/25/2020] [Indexed: 11/14/2022] Open
Abstract
Background: Clinical management of patients with brainstem cavernous malformations (BSCM) is often challenging due to the unpredictable clinical course and lack of high-quality evidence. Nevertheless, radiologic follow-up is often performed routinely. The objective of this work was to investigate whether active follow-up by serial imaging is justified and how planned imaging will impact clinical decision making in absence of clinical progression. Methods: We included all consecutive patients with BSCM treated and followed at our Department between 2006 and 2018. Results: Of 429 patients with CCM, 118 were diagnosed with BSCM (27.5%). Patients were followed for a mean of 8.1 (± 7.4 SD) years. Conservative treatment was recommended in 54 patients over the complete follow-up period, whereas 64 patients underwent surgical extirpation of BSCM. In total, 75 surgical procedures were performed. Over a period of 961 follow-up years in total, routinely performed follow-up MRI in clinically stable patients did not lead to a single indication for surgery. Conclusion: Due to the difficult-to-predict clinical course of patients with BSCM and the relatively high risk associated with surgery, routine imaging is unlikely to have any influence on surgical decision making in clinically stable patients with BSCM.
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Affiliation(s)
- Julia Velz
- Department of Neurosurgery, University Hospital Zurich, Zurich, Switzerland.,Clinical Neuroscience Center, University of Zurich, Zurich, Switzerland
| | - Flavio Vasella
- Department of Neurosurgery, University Hospital Zurich, Zurich, Switzerland.,Clinical Neuroscience Center, University of Zurich, Zurich, Switzerland
| | - Yang Yang
- Department of Neurosurgery, University Hospital Zurich, Zurich, Switzerland.,Clinical Neuroscience Center, University of Zurich, Zurich, Switzerland
| | - Marian Christoph Neidert
- Department of Neurosurgery, University Hospital Zurich, Zurich, Switzerland.,Clinical Neuroscience Center, University of Zurich, Zurich, Switzerland
| | - Luca Regli
- Department of Neurosurgery, University Hospital Zurich, Zurich, Switzerland.,Clinical Neuroscience Center, University of Zurich, Zurich, Switzerland
| | - Oliver Bozinov
- Department of Neurosurgery, University Hospital Zurich, Zurich, Switzerland.,Clinical Neuroscience Center, University of Zurich, Zurich, Switzerland
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Panda A, Diehn FE, Kim DK, Bydon M, Goyal A, Benson JC, Carr CM, Rinaldo L, Flemming KD, Lanzino G. Spinal Cord Cavernous Malformations: MRI Commonly Shows Adjacent Intramedullary Hemorrhage. J Neuroimaging 2020; 30:690-696. [PMID: 32462668 DOI: 10.1111/jon.12738] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2020] [Revised: 05/15/2020] [Accepted: 05/15/2020] [Indexed: 01/22/2023] Open
Abstract
BACKGROUND AND PURPOSE There is a relative paucity of radiology literature on spinal cord cavernous malformations (SCMs). We hypothesized that the classic MRI features of cavernous malformations are not highly prevalent. The purpose was to review MR imaging findings of SCMs with a focus on prevalence of hemorrhagic features, including adjacent intramedullary hemorrhage at initial presentation. METHODS In this single-institution study, 78 SCMs in 76 patients diagnosed on imaging/pathology were retrospectively evaluated for size, location, cord expansion, exophytic component, popcorn morphology, signal characteristics, including T1 weighted (T1w) and T2w rims, blood-fluid levels, and adjacent intramedullary hemorrhage. Intramedullary hemorrhage was defined as centrally and/or eccentrically located linear or flame shaped non-edematous signal abnormality extending longitudinally away from SCMs, distinct from lesional rim. RESULTS Sixty-three percent (49/78) of SCMs measured <1 cm in length, 78% (61/78) extended to the cord surface, 65% (51/78) were expansile, and 32% (25/78) were exophytic. Popcorn morphology was seen in 15% (12/78) on T1w and 22% (17/78) on T2w. Internal blood-fluid levels were evident in 4% (3/78). Sixty-nine percent (54/78) showed T2w hypointense rims; the T2w rim was complete/near-complete in 37% (29/78). A rim on T1w was visible in 49% (38/78); this was hyperintense in 58% (22/38). Adjacent intramedullary hemorrhage was seen in 45/78 (58%), was most commonly bidirectional in 67% (30/45) and eccentric in 68% (30/44). Cord edema was seen in 22% (17/78); 53% (9/17) also demonstrated intramedullary hemorrhage with edema. CONCLUSIONS The classically described popcorn morphology, internal blood-fluid levels, and complete/near-complete T2w hypointense rims are often absent on MRIs in SCMs. Adjacent intramedullary hemorrhage is frequently present, often eccentric and bidirectional.
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Affiliation(s)
- Ananya Panda
- Department of Neuroradiology, Mayo Clinic, Rochester, MN
| | - Felix E Diehn
- Department of Neuroradiology, Mayo Clinic, Rochester, MN
| | - Dong Kun Kim
- Department of Neuroradiology, Mayo Clinic, Rochester, MN
| | - Mohamad Bydon
- Department of Neurosurgery, Mayo Clinic, Rochester, MN
| | - Anshit Goyal
- Department of Neurosurgery, Mayo Clinic, Rochester, MN
| | - John C Benson
- Department of Neuroradiology, Mayo Clinic, Rochester, MN
| | - Carrie M Carr
- Department of Neuroradiology, Mayo Clinic, Rochester, MN
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Kumar S, Brinjikji W, Lanzino G, Flemming KD. Distinguishing mimics from true hemorrhagic cavernous malformations. J Clin Neurosci 2020; 74:11-17. [PMID: 31982281 DOI: 10.1016/j.jocn.2020.01.070] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2019] [Accepted: 01/13/2020] [Indexed: 11/17/2022]
Abstract
Cavernous malformations (CM) are angiographically occult vascular malformations. CM appear as discrete, small lesions with mixed-signal characteristics on T2 reflecting the underlying pathology. However, the appearance is not pathognomonic. Distinguishing true CM from hemorrhagic tumors can be difficult. We report 5 cases of tumors mimicking CMs. We compared clinical, initial radiologic features, and MRI evolution between 5 tumor mimics and 51 true hemorrhagic, sporadic, brain CM. Compared to true CM, mimic patients were older (47.0 vs. 38.3 years; p = 0.076) and more likely to have a history of primary neoplasm (60% vs 12%; p = 0.0267). Radiologically, the CM mimics demonstrated a higher likelihood of lesion enhancement on the initial diagnostic MRI (60% vs. 16.7%%; p = 0.0609). On follow-up MRI (<1 year after baseline), CM mimics typically had persistent edema (100.0% vs. 6.25%, p = 0.0003) and demonstrated mixed density on ADC (100% vs. 32.1%; p = 0.0199) as well as increased likelihood of enhancement (100% vs 25.8, p = 0.0852). CM mimics were less likely to evolve to Type 2 or 3 lesions (25.0% vs. 84.4%, p = 0.0278). Clinical and radiologic factors may distinguish tumor metastases from true hemorrhagic CM. CM mimics should be suspected in older patients with a history of neoplasm and contrast enhancement on initial MRI. A repeat MRI within 90 days post-initial hemorrhage should be considered to confirm CM diagnosis. Persistent edema without rebleed, lesion enhancement, mixed signal on apparent diffusion co-efficient, and persistence of a Type 1 lesion should raise suspicion of a metastatic tumor.
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Affiliation(s)
- Shivram Kumar
- Departments of Neurology, Mayo Clinic, Rochester, MN, USA
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