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Wagle PR, Loeschner D, Rosahl S, Brodhun M, Gerlach R. A comprehensive correlation of the KI-67 proliferation index to patient´s, imaging and tumor features and its value in predicting long-term course of patients with newly diagnosed intracranial meningiomas. Neurosurg Rev 2024; 47:241. [PMID: 38806958 DOI: 10.1007/s10143-024-02485-y] [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: 04/07/2024] [Revised: 05/01/2024] [Accepted: 05/25/2024] [Indexed: 05/30/2024]
Abstract
To analyze the correlation of KI-67-Proliferation Index (KI-67-PI) with preoperative patients and MRI characteristics, WHO grading, histological subtype and long-term-course of patients with newly diagnosed intracranial meningiomas (IM). In this single-center retrospective study, all consecutive patients with IM were analyzed from January 2007 to August 2019. Patient´s demographics (age, sex), imaging parameters (location, volume, edema, necrosis), and tumor features (WHO grade, histology) were assessed and correlated with KI-67-PI. Long-term data were retrieved from patient's last follow-up visits. This study included 463 IM in 457 surgically treated patients. Males exhibited a higher KI-67-PI than females (7.31 ± 0.22 vs. 5.37 ± 0.53; p < 0.01, Mann-Whitney U Test). Age positively correlated with KI-67-PI in both sexes (p < 0.01, Spearman), with older patients having a higher KI-67-PI. KI-67-PI was significantly higher in convexity IM compared to frontobasal IM (7.15 ± 5.56 vs. 4.66 ± 2.94; p < 0.05, ANOVA, Tukey´s HSD), while no difference in KI-67-PI expression was found when other locations were compared to each other (Tukey´s HSD). Higher KI-67-PI was significantly correlated with larger tumor volume (p < 0.01, Spearman), larger tumor necrosis and larger peritumoral edema (p < 0.01, Kruskal-Wallis). Patients with recurrent IM had a significantly higher KI-67-PI than patients without recurrence (8.24 ± 5.88 vs. 5.14 ± 3.53; p < 0.01, ANOVA, Tukey´s HSD) during a mean follow-up period of 80.92 ± 38.1 months. Atypical and anaplastic IM exhibited significantly higher KI-67-PI compared to all other WHO grade 1 histological subtypes (12.09 ± 0.73 vs. 4.51 ± 0.13; p < 0.01, Kruskal-Wallis test) and KI-67-PI was significantly higher in anaplastic IM compared to atypical meningioma (19.67 ± 1.41 vs. 11.01 ± 0.38; p < 0.01, ANOVA). Higher KI-67-PI is not only associated with atypical and anaplastic subtypes of IM, but is also significantly higher in males, positively correlates with patients age, larger tumor volume, lager peritumoral edema and necrosis on preoperative MRI and predicts tumor recurrence. Therefore, KI-67-PI may serve as a decision indicator for adjuvant treatment in patients with IM.
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Affiliation(s)
- Prajjwal Raj Wagle
- Department of Neurosurgery, Helios Clinic Erfurt, Nordhaeuser Str. 74, 99089, Erfurt, Germany
| | - Denise Loeschner
- Department of Neurosurgery, Helios Clinic Erfurt, Nordhaeuser Str. 74, 99089, Erfurt, Germany
| | - Steffen Rosahl
- Department of Neurosurgery, Helios Clinic Erfurt, Nordhaeuser Str. 74, 99089, Erfurt, Germany
| | - Michael Brodhun
- Department of Neurosurgery, Helios Clinic Erfurt, Nordhaeuser Str. 74, 99089, Erfurt, Germany
- Department of Pathology and Neuropathology, Helios Clinic Erfurt, Nordhaeuser Str. 74, 99089, Erfurt, Germany
| | - Ruediger Gerlach
- Department of Neurosurgery, Helios Clinic Erfurt, Nordhaeuser Str. 74, 99089, Erfurt, Germany.
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Laajava J, Korja M. Peritumoral T2/FLAIR hyperintense MRI findings of meningiomas are not necessarily edema and may persist permanently: a systematic review. Neurosurg Rev 2023; 46:193. [PMID: 37541985 PMCID: PMC10403395 DOI: 10.1007/s10143-023-02094-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2023] [Revised: 07/12/2023] [Accepted: 07/19/2023] [Indexed: 08/06/2023]
Abstract
The current knowledge regarding the prevalence and persistence of edematous changes postmeningioma surgery is limited. Our hypothesis was that peritumoral edema is frequently irreversible gliosis, potentially influencing long-term postoperative epilepsy. We conducted a systematic literature search in PubMed, Cochrane Library, and Scopus databases. We included studies with adult patients undergoing first supratentorial meningioma surgery, which reported pre- and postoperative peritumoral brain edema (T2WI and FLAIR hyperintensity on MRI). Risk of bias was assessed based on detailed reporting of five domains: (1) meningioma characteristics, (2) extent of resection, (3) postoperative radiation therapy, (4) neurological outcome, and (5) used MRI sequence. Our loose search strategy yielded 1714 articles, of which 164 were reviewed and seven met inclusion criteria. Persistent edema rates ranged from 39% to 83% with final follow-up occurring between 0, 14, and 157 months. Among patient cohorts exhibiting persistent edema, a smaller portion achieved seizure resolution compared to a cohort without persistent edema. Relatively reliable assessment of persistent T2/FLAIR hyperintensity changes can be made earliest at one year following surgery. All studies were classified as low quality of evidence, and therefore, quantitative analyses were not conducted. Persistent T2/FLAIR hyperintensity changes are frequently observed in MRI imaging following meningioma surgery. The term "edema," which is reversible, does not fully capture pre- and postoperative T2WI and FLAIR hyperintensity changes. Future studies focusing on peritumoral meningioma-related edema, its etiology, its persistence, and its impact on postoperative epilepsy are needed.
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Affiliation(s)
- Joonas Laajava
- Department of Neurosurgery, University of Helsinki and Helsinki University Hospital, P.O. Box 320, Haartmaninkatu 4, FI-00290, Helsinki, Finland.
| | - Miikka Korja
- Department of Neurosurgery, University of Helsinki and Helsinki University Hospital, P.O. Box 320, Haartmaninkatu 4, FI-00290, Helsinki, Finland
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Ouyang ZQ, He SN, Zeng YZ, Zhu Y, Ling BB, Sun XJ, Gu HY, He B, Han D, Lu Y. Contrast enhanced magnetic resonance imaging-based radiomics nomogram for preoperatively predicting expression status of Ki-67 in meningioma: a two-center study. Quant Imaging Med Surg 2023; 13:1100-1114. [PMID: 36819280 PMCID: PMC9929424 DOI: 10.21037/qims-22-689] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2022] [Accepted: 12/05/2022] [Indexed: 01/12/2023]
Abstract
Background The aim of this study was to develop and validate a radiomics nomogram for preoperative prediction of Ki-67 proliferative index (Ki-67 PI) expression in patients with meningioma. Methods A total of 280 patients from 2 independent hospital centers were enrolled. Patients from center I were randomly divided into a training cohort of 168 patients and a test cohort of 72 patients, and 40 patients from center II served as an external validation cohort. Interoperator reproducibility test, Z-score standardization, analysis of variance (ANOVA), and least absolute shrinkage and selection operator (LASSO) binary logistic regression were used to select radiomics features, which were extracted from contrast-enhanced T1-weighted imaging (CE-T1WI) imaging. The radiomics signature for predicting Ki-67 PI expression was developed and validated using 4 classifiers including logistic regression (LR), decision tree (DT), support vector machine (SVM), and adaptive boost (AdaBoost). Finally, combined radiological characteristics with radiomics signature were used to establish the nomogram to predict the risk of high Ki-67 PI expression in patients with meningioma. Results Fourteen radiomics features were used to construct the radiomics signature. The radiomics nomogram that incorporated the radiomics signature and radiological characteristics showed excellent discrimination in the training, test, and validation cohorts with areas under the curve of 0.817 (95% CI: 0.753-0.881), 0.822 (95% CI: 0.727-0.916), and 0.845 (95% CI: 0.708-0.982), respectively. In addition, the calibration curve for the nomogram demonstrated good agreement between prediction and actual observation. Conclusions The proposed contrast enhanced magnetic resonance imaging (MRI)-based radiomics nomogram could be an effective tool to predict the risk of Ki-67 high expression in patients with meningioma.
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Affiliation(s)
- Zhi-Qiang Ouyang
- Department of Medical Imaging, Laboratory of Brain Function, First Affiliated Hospital of Kunming Medical University, Kunming, China;,Department of Radiology, Third Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Shao-Nan He
- Department of Medical Imaging, First People's Hospital of Yunnan Province, Kunming, China
| | - Yi-Zhen Zeng
- Department of Medical Imaging, Laboratory of Brain Function, First Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Yun Zhu
- Department of Medical Imaging, Laboratory of Brain Function, First Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Bing-Bing Ling
- Department of Medical Imaging, Laboratory of Brain Function, First Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Xue-Jin Sun
- Department of Medical Imaging, Laboratory of Brain Function, First Affiliated Hospital of Kunming Medical University, Kunming, China
| | - He-Yi Gu
- Department of Medical Imaging, Laboratory of Brain Function, First Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Bo He
- Department of Medical Imaging, Laboratory of Brain Function, First Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Dan Han
- Department of Medical Imaging, Laboratory of Brain Function, First Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Yi Lu
- Department of Medical Imaging, Laboratory of Brain Function, First Affiliated Hospital of Kunming Medical University, Kunming, China
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Turkin AM, Melnikova-Pitskhelauri TV, Fadeeva LM, Kravchuk AD, Oshorov AV, Lapina PS, Petryaikin AV, Titov OY, Ryzhova MV, Kozlov AV, Pronin IN. [Factors influencing peritumoral edema in meningiomas: CT- and MRI-based quantitative assessment]. ZHURNAL VOPROSY NEIROKHIRURGII IMENI N. N. BURDENKO 2023; 87:17-26. [PMID: 37650273 DOI: 10.17116/neiro20238704117] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/01/2023]
Abstract
Background. Meningiomas may be accompanied by peritumoral edema. Incidence and pathogenesis of edema are nor clearly established. Prevalence and severity of edema vary significantly in patients with meningiomas similar in various parameters. OBJECTIVE To assess peritumoral edema in intracranial meningiomas and factors influencing incidence and severity of this process. MATERIAL AND METHODS There were 126 patients (69% women) aged 19-76 years (median 53), who were diagnosed with 142 meningiomas. Patients underwent surgery (n=111) and radiotherapy (n=15) in 2016-2018. The MRI protocol included T1, T2, T2-FLAIR, DWI and post-contrast T1-weighted images in three projections, diffusion tensor MRI in 27 cases and MR spectroscopy in 21 patients. RESULTS Peritumoral edema was detected in 46% (n=66) of cases including 21 (31%) patients with severe edema. The ALPS index was 1.510±0.1931 in meningiomas without edema and 1.308±0.19 in those with edema (p=0.014). There was positive correlation between edema, dimensions and uneven contours of meningioma, as well as negative correlation with CSF cleft sign. Blood flow velocity was higher in atypical and anaplastic meningiomas with edema (p=0.03). Other signs (localization, histological variant, malignancy grade, characteristics of MR signal, peaks of the main metabolites, diffusion and perfusion parameters of tumor) did not significantly affect peritumoral edema in patients with meningiomas (p>0.05). CONCLUSION Diffusion tensor tomography with ALPS index revealed significant effect of glymphatic system dysfunction on peritumoral edema. Large meningioma with uneven contours increased the risk of peritumoral edema, while CSF cleft sign reduced this risk. Other factors did not affect cerebral edema in meningiomas.
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Affiliation(s)
- A M Turkin
- Burdenko Neurosurgical Center, Moscow, Russia
| | | | - L M Fadeeva
- Burdenko Neurosurgical Center, Moscow, Russia
| | | | - A V Oshorov
- Burdenko Neurosurgical Center, Moscow, Russia
| | - P S Lapina
- Burdenko Neurosurgical Center, Moscow, Russia
| | - A V Petryaikin
- Scientific Practical Clinical Center for Diagnostics and Telemedicine Technologies, Moscow, Russia
| | - O Yu Titov
- Burdenko Neurosurgical Center, Moscow, Russia
| | - M V Ryzhova
- Burdenko Neurosurgical Center, Moscow, Russia
- Gemotest Medical Laboratory, Moscow, Russia
| | - A V Kozlov
- Burdenko Neurosurgical Center, Moscow, Russia
- Andijan State Medical Institute, Andijan, Uzbekistan
| | - I N Pronin
- Burdenko Neurosurgical Center, Moscow, Russia
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Frati A, Armocida D, Arcidiacono UA, Pesce A, D’Andrea G, Cofano F, Garbossa D, Santoro A. Peritumoral Brain Edema in Relation to Tumor Size Is a Variable That Influences the Risk of Recurrence in Intracranial Meningiomas. Tomography 2022; 8:1987-1996. [PMID: 36006064 PMCID: PMC9413236 DOI: 10.3390/tomography8040166] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2022] [Revised: 07/27/2022] [Accepted: 08/01/2022] [Indexed: 11/26/2022] Open
Abstract
Peritumoral brain edema (PBE) is common in intracranial meningiomas (IM) and can increase their morbidity. It is not uncommon for a neurosurgeon to confront meningiomas with a large proportion of PBE independently from the site and size of the contrast-enhancing lesion with increased surgical risks. We performed a retrospective review of 216 surgically-treated patients suffering from IM. We recorded clinical, biological, and radiological data based on the rate of tumor and edema volume and divided the patients into a group with high Edema/Tumor ratio and a group with a low ratio. We investigated how the ratio of edema/lesion may affect the outcome. Multivariate analysis was performed for the two groups. Smokers were found to be more likely to belong to the high-rate group. The edema/tumor ratio did not affect the surgical radicality; however, independently of the biological sub-type, WHO grading, and EOR, a higher frequency of recurrence is shown in patients with a high edema/tumor ratio (70.5% vs. 8.4%. p < 0.01). There is evidence to suggest that the blood-brain barrier (BBB) damage from smoke could play a role in an increased volume of PBE. The present study demonstrates that IMs showing a high PBE ratio to tumor volume at diagnosis are associated with a smoking habit and a higher incidence of recurrence independently of their biological type and grading.
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Affiliation(s)
| | - Daniele Armocida
- IRCCS “Neuromed” Pozzilli, 86170 Isernia, Italy
- Human Neurosciences Department, Neurosurgery Division, “Sapienza” University, 00135 Rome, Italy
| | | | - Alessandro Pesce
- Neurosurgery Division, Santa Maria Goretti Hospital, Via Guido Reni, 04100 Latina, Italy
- Correspondence:
| | - Giancarlo D’Andrea
- Neurosurgery Department of Fabrizio Spaziani Hospital, 03100 Frosinone, Italy
| | - Fabio Cofano
- Unit of Neurosurgery, AOU Città della Salute e della Scienza, 10126 Torino, Italy
| | - Diego Garbossa
- Unit of Neurosurgery, AOU Città della Salute e della Scienza, 10126 Torino, Italy
- Neurosurgery Unit, Department of Neuroscience “Rita Levi Montalcini”, University of Turin, 10124 Turin, Italy
| | - Antonio Santoro
- Human Neurosciences Department, Neurosurgery Division, “Sapienza” University, 00135 Rome, Italy
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Inflammatory Tumor Microenvironment in Cranial Meningiomas: Clinical Implications and Intraindividual Reproducibility. Diagnostics (Basel) 2022; 12:diagnostics12040853. [PMID: 35453901 PMCID: PMC9029024 DOI: 10.3390/diagnostics12040853] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Revised: 03/21/2022] [Accepted: 03/29/2022] [Indexed: 02/01/2023] Open
Abstract
The MIB-1 index was demonstrated to be significantly correlated to meningioma recurrence. However, to date, the relationship of the intraindividual course of the MIB-1 index and the growth fraction, respectively, to clinical tumor recurrence has not been demonstrated in cranial WHO grade 1 and 2 meningiomas. In the present paper, we compare the MIB-1 indices of 16 solely surgically treated primary meningiomas and their recurrent tumors regarding the course of the MIB-1 indices, time to recurrence, reproducibility and factors influencing the intraindividual MIB-1 indices. Regression analyses revealed (1) a strong intra-lab reproducibility (r = 0.88) of the MIB-1 index at the second versus the first operation, corresponding to a constant intrinsic growth activity of an individual meningioma, (2) a significant inverse correlation of both primary (r = −0.51) and secondary (r = −0.70) MIB-1 indices to time to recurrence, and (3) male sex, low plasma fibrinogen and diffuse CD68+ macrophage infiltrates contribute to an increase in the MIB-1 index. A strong intraindividual reproducibility of the MIB-1 index and a direct relationship of the MIB-1 index to the time to recurrence were observed. Individual MIB-1 indices might be used for tailored follow-up imaging intervals. Further research on the role of macrophages and inflammatory burden in the regrowth potential of meningiomas are needed.
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Bai X, Liu X, Wen J. Efficacy of Bevacizumab in High-Grade Meningiomas: A Retrospective Clinical Study. Neuropsychiatr Dis Treat 2022; 18:1619-1627. [PMID: 35968510 PMCID: PMC9364983 DOI: 10.2147/ndt.s368740] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/06/2022] [Accepted: 08/01/2022] [Indexed: 11/23/2022] Open
Abstract
OBJECTIVE We investigated the role of bevacizumab (BV) in high-grade meningiomas (HGMs) by retrospective analysis. METHODS We retrospectively analyzed the clinical data of 139 patients with HGMs. The chi-square test was used to compare progression-free survival (PFS) and overall survival (OS) between patients who received BV and those who did not. According to whether they received BV treatment, we divided the patients into the BV group and non-BV group, and the effect of BV on PFS and OS was compared. In addition, we compared Karnofsky performance status (KPS) and steroid doses between the BV and non-BV groups. RESULTS There were statistically differences in PFS and OS between the BV and non-BV groups at 12 and 36 months after surgery (P<0.05). However, there was no significant difference in PFS and OS between the two groups at 60 months postoperatively (P>0.05). Using survival curves drawn by the Kaplan Meier method, we found that the PFS and OS of the BV group were greater than those of the non-BV group, and the difference was statistically significant (P<0.05). CONCLUSION BV could improve PFS and OS at 12 and 36 months after surgery in patients with HGMs. In addition, BV was associated with lower preoperative steroid use.
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Affiliation(s)
- Xuexue Bai
- Neurosurgery, The First Affiliated Hospital, Jinan University, Guangzhou, People's Republic of China
| | - Xiaomin Liu
- Neurosurgery, Tianjin Huanhu Hospital, Tianjin, People's Republic of China
| | - Jun Wen
- Neurosurgery, The First Affiliated Hospital, Jinan University, Guangzhou, People's Republic of China
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Gill CM, Loewenstern J, Rutland JW, Arib H, Pain M, Umphlett M, Kinoshita Y, McBride RB, Bederson J, Donovan M, Sebra R, Fowkes M, Shrivastava RK. Peritumoral edema correlates with mutational burden in meningiomas. Neuroradiology 2020; 63:73-80. [PMID: 32789536 DOI: 10.1007/s00234-020-02515-8] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2020] [Accepted: 08/04/2020] [Indexed: 12/31/2022]
Abstract
PURPOSE Meningiomas are the most common primary central nervous system tumor. Emerging data supports that higher mutational burden portends worse clinical outcomes in meningiomas. However, there is a lack of imaging biomarkers that are associated with tumor genomics in meningiomas. METHODS We performed next-generation targeted sequencing in a cohort of 75 primary meningiomas and assessed preoperative imaging for tumor volume and peritumoral brain edema (PTBE). An Edema Index was calculated. RESULTS Meningiomas that were high grade (WHO grade II or grade III) had significantly larger tumor volume and were more likely to present with PTBE. Moreover, PTBE was associated with brain invasion on histopathology and reduced overall survival. There was a direct association between Edema Index and mutational burden. For every one increase in Edema Index, the number of single nucleotide variants increased by 1.09-fold (95% CI: 1.02, 1.2) (P = 0.01). CONCLUSION These data support that Edema Index may serve as a novel imaging biomarker that can inform underlying mutational burden in patients with meningiomas.
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Affiliation(s)
- Corey M Gill
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, One Gustave L. Levy Place, New York, NY, 10029, USA.
| | - Joshua Loewenstern
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, One Gustave L. Levy Place, New York, NY, 10029, USA
| | - John W Rutland
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, One Gustave L. Levy Place, New York, NY, 10029, USA
| | - Hanane Arib
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Margaret Pain
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, One Gustave L. Levy Place, New York, NY, 10029, USA
| | - Melissa Umphlett
- Department of Pathology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Yayoi Kinoshita
- Department of Pathology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Russell B McBride
- Department of Pathology, Icahn School of Medicine at Mount Sinai, New York, NY, USA.,The Institute for Translational Epidemiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Joshua Bederson
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, One Gustave L. Levy Place, New York, NY, 10029, USA
| | - Michael Donovan
- Department of Pathology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Robert Sebra
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA.,Sema4, A Mount Sinai venture, Stamford, CT, USA
| | - Mary Fowkes
- Department of Pathology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Raj K Shrivastava
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, One Gustave L. Levy Place, New York, NY, 10029, USA
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