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Galbraith K, Serrano J, Shen G, Tran I, Slocum CC, Ketchum C, Abdullaev Z, Turakulov R, Bale T, Ladanyi M, Sukhadia P, Zaidinski M, Mullaney K, DiNapoli S, Liechty BL, Barbaro M, Allen JC, Gardner SL, Wisoff J, Harter D, Hidalgo ET, Golfinos JG, Orringer DA, Aldape K, Benhamida J, Wrzeszczynski KO, Jour G, Snuderl M. Impact of Rare and Multiple Concurrent Gene Fusions on Diagnostic DNA Methylation Classifier in Brain Tumors. Mol Cancer Res 2024; 22:21-28. [PMID: 37870438 PMCID: PMC10942665 DOI: 10.1158/1541-7786.mcr-23-0627] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2023] [Revised: 10/01/2023] [Accepted: 10/18/2023] [Indexed: 10/24/2023]
Abstract
DNA methylation is an essential molecular assay for central nervous system (CNS) tumor diagnostics. While some fusions define specific brain tumors, others occur across many different diagnoses. We performed a retrospective analysis of 219 primary CNS tumors with whole genome DNA methylation and RNA next-generation sequencing. DNA methylation profiling results were compared with RNAseq detected gene fusions. We detected 105 rare fusions involving 31 driver genes, including 23 fusions previously not implicated in brain tumors. In addition, we identified 6 multi-fusion tumors. Rare fusions and multi-fusion events can impact the diagnostic accuracy of DNA methylation by decreasing confidence in the result, such as BRAF, RAF, or FGFR1 fusions, or result in a complete mismatch, such as NTRK, EWSR1, FGFR, and ALK fusions. IMPLICATIONS DNA methylation signatures need to be interpreted in the context of pathology and discordant results warrant testing for novel and rare gene fusions.
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Affiliation(s)
- Kristyn Galbraith
- Department of Pathology, NYU Langone Health and NYU Grossman School of Medicine, New York, NY, USA
| | - Jonathan Serrano
- Department of Pathology, NYU Langone Health and NYU Grossman School of Medicine, New York, NY, USA
| | - Guomiao Shen
- Department of Pathology, NYU Langone Health and NYU Grossman School of Medicine, New York, NY, USA
| | - Ivy Tran
- Department of Pathology, NYU Langone Health and NYU Grossman School of Medicine, New York, NY, USA
| | - Cheyanne C. Slocum
- Department of Pathology & Laboratory Medicine, Weill Cornell Medical College - New York Presbyterian Hospital, New York, NY, USA
| | - Courtney Ketchum
- Department of Pathology & Laboratory Medicine, National Institute of Health-Bethesda, Maryland, USA
| | - Zied Abdullaev
- Department of Pathology & Laboratory Medicine, National Institute of Health-Bethesda, Maryland, USA
| | - Rust Turakulov
- Department of Pathology & Laboratory Medicine, National Institute of Health-Bethesda, Maryland, USA
| | - Tejus Bale
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Marc Ladanyi
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Purvil Sukhadia
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Michael Zaidinski
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Kerry Mullaney
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Sara DiNapoli
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Benjamin L. Liechty
- Department of Pathology & Laboratory Medicine, Weill Cornell Medical College - New York Presbyterian Hospital, New York, NY, USA
| | - Marissa Barbaro
- Department of Neuro-oncology, NYU Langone Health and NYU Grossman School of Medicine, New York, NY 10016, USA
| | - Jeffrey C. Allen
- Department of Pediatrics, NYU Langone Health and NYU Grossman School of Medicine, New York, NY 10016, USA
| | - Sharon L. Gardner
- Department of Pediatrics, NYU Langone Health and NYU Grossman School of Medicine, New York, NY 10016, USA
| | - Jeffrey Wisoff
- Department of Neurosurgery, NYU Langone Health and NYU Grossman School of Medicine, New York, NY 10016, USA
| | - David Harter
- Department of Neurosurgery, NYU Langone Health and NYU Grossman School of Medicine, New York, NY 10016, USA
| | - Eveline Teresa Hidalgo
- Department of Neurosurgery, NYU Langone Health and NYU Grossman School of Medicine, New York, NY 10016, USA
| | - John G. Golfinos
- Department of Neurosurgery, NYU Langone Health and NYU Grossman School of Medicine, New York, NY 10016, USA
- Brain and Spine Tumor Center, Laura and Isaac Perlmutter Cancer Center, New York, NY, USA
| | - Daniel A. Orringer
- Department of Neurosurgery, NYU Langone Health and NYU Grossman School of Medicine, New York, NY 10016, USA
- Brain and Spine Tumor Center, Laura and Isaac Perlmutter Cancer Center, New York, NY, USA
| | - Kenneth Aldape
- Department of Pathology & Laboratory Medicine, National Institute of Health-Bethesda, Maryland, USA
| | - Jamal Benhamida
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | | | - George Jour
- Department of Pathology, NYU Langone Health and NYU Grossman School of Medicine, New York, NY, USA
- Brain and Spine Tumor Center, Laura and Isaac Perlmutter Cancer Center, New York, NY, USA
| | - Matija Snuderl
- Department of Pathology, NYU Langone Health and NYU Grossman School of Medicine, New York, NY, USA
- Brain and Spine Tumor Center, Laura and Isaac Perlmutter Cancer Center, New York, NY, USA
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Knisely JPS, Haghdel A, Chang SJ, Ramakrishna R, Cisse B, Schwartz TH, Brandmaier A, Lin E, Liechty BL, Pisapia DJ, Stieg P, Pannullo S, Ivanidze J. Progression-Free Survival in Patients with WHO-2 Meningioma Undergoing Active Surveillance Based on DOTATATE PET Evidence of Gross Total Resection: Prospective Observational Study. Int J Radiat Oncol Biol Phys 2023; 117:e118-e119. [PMID: 37784662 DOI: 10.1016/j.ijrobp.2023.06.905] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/04/2023]
Abstract
PURPOSE/OBJECTIVE(S) MRI is the standard of care for meningioma radiotherapy planning, but lacks sensitivity for postoperative small volume disease and osseous or parenchymal invasion. NRG-BN003 (NCT03180268) randomizes patients with WHO-2 meningiomas and MRI-determined gross total resection (GTR) to observation or 60 Gy IMRT to the resection bed. More sensitive and specific imaging biomarkers than MRI may improve clinical outcomes in meningioma by limiting unnecessary irradiation of normal tissues and improving radiotherapy targeting. [68Ga]-DOTATATE, a PET radiotracer targeting somatostatin receptor 2 (SSTR2) is a highly sensitive and specific meningioma biomarker. Our dedicated DOTATATE brain PET/MRI and PET/CT protocol allows meningioma differentiation from post-treatment change, using SUV analysis and Patlak modeling. Our prospective IRB-approved observational trial (NCT04081701) has imaged >100 patients with meningioma. In the sub-analysis presented here, we prospectively evaluated PFS in patients with WHO-2 tumors and postoperative GTR as determined by [68Ga]-DOTATATE brain PET/MRI or PET/CT who were managed solely with active surveillance. We hypothesized that the PFS of patients with GTR by PET managed with active surveillance would be higher than reported PFS data for patients with MRI-determined GTR, using NRG-BN003's observation arm (randomized trial comparing observation to fractionated RT) as a reference standard. MATERIALS/METHODS From the cohort of >100 patients with SSTR2-positive brain neoplasms enrolled between 9/2019 and 10/2022 and imaged according to our previously published protocol, a sub-cohort of patients were selected with WHO-2 meningioma, postoperative findings of GTR, and postoperative active surveillance with periodic MRI every 3-6 months. Kaplan-Meier survival analysis was performed. RESULTS A total of 12 patients met inclusion criteria. Mean patient age was 64 years and 5 (42%) were female. Mean follow up period was 23.4 months (range: 7-38). 83% (10/12) patients underwent postoperative PET/MRI and 17% (2/12) underwent PET/CT. 2 patients (17%) progressed, at 22 and 34 months, respectively; the remainder remain progression-free. Both patients who had progression were successfully salvaged with focal fractionated radiosurgery. Kaplan-Meier analysis demonstrated PFS at almost 3 years to be 75%, which is substantially higher than the reported 3-year PFS of 60% in the literature. Overall survival was 100%. CONCLUSION [68Ga]-DOTATATE PET can improve the specificity of imaging-based assessment of the extent of resection of WHO-2 meningiomas, thereby improving clinical outcomes. In this cohort of patients with completely resected WHO-2 meningiomas (as assessed by postoperative gadolinium-enhanced MRI and DOTATATE PET) who are conservatively managed, recurrences have been rare and amenable to radiosurgical salvage.
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Affiliation(s)
- J P S Knisely
- Weill Cornell Medical College/New York-Presbyterian Hospital, New York, NY
| | - A Haghdel
- Weill Cornell Medical College/New York-Presbyterian Hospital, New York, NY
| | - S J Chang
- Weill Cornell Medical College/New York-Presbyterian Hospital, New York, NY
| | - R Ramakrishna
- Weill Cornell Medical College/New York-Presbyterian Hospital, New York, NY
| | - B Cisse
- Weill Cornell Medical College/New York-Presbyterian Hospital, New York, NY
| | - T H Schwartz
- Weill Cornell Medical College/New York-Presbyterian Hospital, New York, NY
| | - A Brandmaier
- Weill Cornell Medical College/New York-Presbyterian Hospital, New York, NY
| | - E Lin
- Weill Cornell Medical College/New York-Presbyterian Hospital, New York, NY
| | - B L Liechty
- Weill Cornell Medical College/New York-Presbyterian Hospital, New York, NY
| | - D J Pisapia
- Weill Cornell Medical College/New York-Presbyterian Hospital, New York, NY
| | - P Stieg
- Weill Cornell Medical College/New York-Presbyterian Hospital, New York, NY
| | - S Pannullo
- Weill Cornell Medical College/New York-Presbyterian Hospital, New York, NY
| | - J Ivanidze
- Weill Cornell Medical College/New York-Presbyterian Hospital, New York, NY
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Galbraith K, Vasudevaraja V, Serrano J, Shen G, Tran I, Abdallat N, Wen M, Patel S, Movahed-Ezazi M, Faustin A, Spino-Keeton M, Roberts LG, Maloku E, Drexler SA, Liechty BL, Pisapia D, Krasnozhen-Ratush O, Rosenblum M, Shroff S, Boué DR, Davidson C, Mao Q, Suchi M, North P, Hopp A, Segura A, Jarzembowski JA, Parsons L, Johnson MD, Mobley B, Samore W, McGuone D, Gopal PP, Canoll PD, Horbinski C, Fullmer JM, Farooqi MS, Gokden M, Wadhwani NR, Richardson TE, Umphlett M, Tsankova NM, DeWitt JC, Sen C, Placantonakis DG, Pacione D, Wisoff JH, Teresa Hidalgo E, Harter D, William CM, Cordova C, Kurz SC, Barbaro M, Orringer DA, Karajannis MA, Sulman EP, Gardner SL, Zagzag D, Tsirigos A, Allen JC, Golfinos JG, Snuderl M. Clinical utility of whole-genome DNA methylation profiling as a primary molecular diagnostic assay for central nervous system tumors-A prospective study and guidelines for clinical testing. Neurooncol Adv 2023; 5:vdad076. [PMID: 37476329 PMCID: PMC10355794 DOI: 10.1093/noajnl/vdad076] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/22/2023] Open
Abstract
Background Central nervous system (CNS) cancer is the 10th leading cause of cancer-associated deaths for adults, but the leading cause in pediatric patients and young adults. The variety and complexity of histologic subtypes can lead to diagnostic errors. DNA methylation is an epigenetic modification that provides a tumor type-specific signature that can be used for diagnosis. Methods We performed a prospective study using DNA methylation analysis as a primary diagnostic method for 1921 brain tumors. All tumors received a pathology diagnosis and profiling by whole genome DNA methylation, followed by next-generation DNA and RNA sequencing. Results were stratified by concordance between DNA methylation and histopathology, establishing diagnostic utility. Results Of the 1602 cases with a World Health Organization histologic diagnosis, DNA methylation identified a diagnostic mismatch in 225 cases (14%), 78 cases (5%) did not classify with any class, and in an additional 110 (7%) cases DNA methylation confirmed the diagnosis and provided prognostic information. Of 319 cases carrying 195 different descriptive histologic diagnoses, DNA methylation provided a definitive diagnosis in 273 (86%) cases, separated them into 55 methylation classes, and changed the grading in 58 (18%) cases. Conclusions DNA methylation analysis is a robust method to diagnose primary CNS tumors, improving diagnostic accuracy, decreasing diagnostic errors and inconclusive diagnoses, and providing prognostic subclassification. This study provides a framework for inclusion of DNA methylation profiling as a primary molecular diagnostic test into professional guidelines for CNS tumors. The benefits include increased diagnostic accuracy, improved patient management, and refinements in clinical trial design.
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Affiliation(s)
- Kristyn Galbraith
- Department of Pathology, NYU Langone Health, New York, Department of Pathology, NYU Langone, New York, USA
| | - Varshini Vasudevaraja
- Department of Pathology, NYU Langone Health, New York, Department of Pathology, NYU Langone, New York, USA
| | - Jonathan Serrano
- Department of Pathology, NYU Langone Health, New York, Department of Pathology, NYU Langone, New York, USA
| | - Guomiao Shen
- Department of Pathology, NYU Langone Health, New York, Department of Pathology, NYU Langone, New York, USA
| | - Ivy Tran
- Department of Pathology, NYU Langone Health, New York, Department of Pathology, NYU Langone, New York, USA
| | - Nancy Abdallat
- Department of Pathology, NYU Langone Health, New York, Department of Pathology, NYU Langone, New York, USA
| | - Mandisa Wen
- Department of Pathology, NYU Langone Health, New York, Department of Pathology, NYU Langone, New York, USA
| | - Seema Patel
- Department of Pathology, NYU Langone Health, New York, Department of Pathology, NYU Langone, New York, USA
| | - Misha Movahed-Ezazi
- Department of Pathology, NYU Langone Health, New York, Department of Pathology, NYU Langone, New York, USA
| | - Arline Faustin
- Department of Pathology, NYU Langone Health, New York, Department of Pathology, NYU Langone, New York, USA
| | - Marissa Spino-Keeton
- Department of Pathology, NYU Langone Health, New York, Department of Pathology, NYU Langone, New York, USA
| | - Leah Geiser Roberts
- Department of Pathology, NYU Langone Health, New York, Department of Pathology, NYU Langone, New York, USA
| | - Ekrem Maloku
- Department of Pathology, NYU Langone Health, New York, Department of Pathology, NYU Langone, New York, USA
| | - Steven A Drexler
- Department of Pathology and Laboratory Medicine, NYU, Mineola, New York, USA
- Current affiliations: Department of Pathology, Mount Sinai South Nassau Hospital, Oceanside, New York, USA
| | - Benjamin L Liechty
- Department of Pathology and Laboratory Medicine, Weill Cornell Medical College - New York Presbyterian Hospital, New York, New York, USA
| | - David Pisapia
- Department of Pathology and Laboratory Medicine, Weill Cornell Medical College - New York Presbyterian Hospital, New York, New York, USA
| | - Olga Krasnozhen-Ratush
- Department of Pathology and Laboratory Medicine, Baystate Health, Springfield, Massachusetts, USA
| | - Marc Rosenblum
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Seema Shroff
- Department of Pathology and Laboratory Medicine, AdventHealth Orlando, Orlando, Florida, USA
| | - Daniel R Boué
- Department of Pathology and Laboratory Medicine, Nationwide Children’s Hospital, and the Ohio State University, Columbus, Ohio, USA
| | | | - Qinwen Mao
- Department of Pathology, University of Utah, Salt Lake City, Utah, USA
| | - Mariko Suchi
- Department of Pathology, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Paula North
- Department of Pathology, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | | | - Annette Segura
- Department of Pathology, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Jason A Jarzembowski
- Department of Pathology, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Lauren Parsons
- Department of Pathology, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Mahlon D Johnson
- Department of Pathology, University of Rochester School of Medicine, New York, USA
| | - Bret Mobley
- Department of Pathology, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Wesley Samore
- Department of Pathology, Advocate Aurora Health, Chicago, Illinois, USA
| | - Declan McGuone
- Department of Pathology, Yale University School of Medicine, Connecticut, USA
| | - Pallavi P Gopal
- Department of Pathology, Yale University School of Medicine, Connecticut, USA
| | - Peter D Canoll
- Department of Pathology and Cell Biology, Columbia University Irving Medical Center, New York, USA
| | - Craig Horbinski
- Departments of Pathology and Neurosurgery, Feinberg School of Medicine, Northwestern University, Illinois, USA
| | - Joseph M Fullmer
- Department of Pathology, Beaumont Hospital, Royal Oak, Michigan, USA
| | - Midhat S Farooqi
- Department of Pathology and Laboratory Medicine, Children’s Mercy Kansas City, Kansas City, Missouri, USA
| | - Murat Gokden
- Department of Pathology, University of Arkansas and Arkansas Children’s Hospital, Little Rock, Arkansas, USA
| | - Nitin R Wadhwani
- Department of Pathology and Laboratory Medicine, Ann and Robert H. Lurie Children’s Hospital of Chicago, Illinois, USA
| | - Timothy E Richardson
- Department of Pathology and Laboratory Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Melissa Umphlett
- Department of Pathology and Laboratory Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Nadejda M Tsankova
- Department of Pathology and Laboratory Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - John C DeWitt
- Department of Pathology, University of Vermont Medical Center
| | - Chandra Sen
- Department of Neurosurgery, NYU Langone, New York, New York, USA
| | | | - Donato Pacione
- Department of Neurosurgery, NYU Langone, New York, New York, USA
| | - Jeffrey H Wisoff
- Department of Neurosurgery, NYU Langone, New York, New York, USA
| | | | - David Harter
- Department of Neurosurgery, NYU Langone, New York, New York, USA
| | - Christopher M William
- Department of Pathology, NYU Langone Health, New York, Department of Pathology, NYU Langone, New York, USA
| | - Christine Cordova
- Department of Neuro-oncology, NYU Langone, New York, New York, USA
- Brain Tumor and Neuro-Oncology Center, Cleveland Clinic, Cleveland, OH
| | - Sylvia C Kurz
- Department of Neuro-oncology, NYU Langone, New York, New York, USA
- Department of Interdisciplinary Neuro-Oncology, Comprehensive Cancer Center, University of Tuebingen, Tübingen, Germany
| | - Marissa Barbaro
- Department of Neuro-oncology, NYU Langone, New York, New York, USA
| | | | - Matthias A Karajannis
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Erik P Sulman
- Department of Radiation Oncology, NYU Langone, New York, New York, USA
| | | | - David Zagzag
- Department of Pathology, NYU Langone Health, New York, Department of Pathology, NYU Langone, New York, USA
- Department of Neurosurgery, NYU Langone, New York, New York, USA
| | | | - Jeffrey C Allen
- Department of Pediatrics, NYU Langone, New York, New York, USA
| | - John G Golfinos
- Department of Neurosurgery, NYU Langone, New York, New York, USA
| | - Matija Snuderl
- Department of Pathology, NYU Langone Health, New York, Department of Pathology, NYU Langone, New York, USA
- Laura and Isaac Perlmutter Cancer Center, New York, New York, USA
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4
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Zanazzi G, Liechty BL, Pendrick D, Krasnozhen-Ratush O, Snuderl M, Allen JC, Garvin JH, Mansukhani MM, Roth KA, Hsiao SJ. Diffuse midline glioma with novel, potentially targetable, FGFR2-VPS35 fusion. Cold Spring Harb Mol Case Stud 2020; 6:mcs.a005660. [PMID: 32839179 PMCID: PMC7552930 DOI: 10.1101/mcs.a005660] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2020] [Accepted: 08/19/2020] [Indexed: 01/09/2023] Open
Abstract
We report a case of a slow-growing, diffuse, infiltrating glioma in the right brainstem of a 9-yr-old boy. The tumor was negative by immunohistochemical staining for histone H3 K27M, BRAF V600E, and IDH1 R132H mutations. Fluorescence in situ hybridization did not reveal a BRAF duplication. Genomic profiling of the tumor, by DNA methylation array and cancer whole-exome and transcriptome sequencing, was performed. This analysis showed copy-number alterations, including gains of several chromosomes. In addition, a novel fusion involving the first 17 exons of FGFR2 fused to exon 2 of VPS35 was identified. This novel fusion is predicted to result in activation of fibroblast growth factor receptor (FGFR) signaling and is potentially targetable using FGFR inhibitors. This tumor expands the spectrum of pediatric diffuse gliomas.
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Affiliation(s)
- George Zanazzi
- Department of Pathology and Cell Biology, Columbia University Irving Medical Center, New York, New York 10032, USA.,Department of Pathology and Laboratory Medicine, Dartmouth-Hitchcock Medical Center, Lebanon, New Hampshire 03766, USA
| | - Benjamin L Liechty
- Department of Pathology and Cell Biology, Columbia University Irving Medical Center, New York, New York 10032, USA.,Department of Pathology, Weill Cornell Medical College, New York, New York 10021, USA
| | - Danielle Pendrick
- Department of Pathology and Cell Biology, Columbia University Irving Medical Center, New York, New York 10032, USA
| | - Olga Krasnozhen-Ratush
- Department of Pathology, NYU Langone Medical Center, New York, New York, 10016, USA.,Department of Pathology, Baystate Medical Center, Springfield, Massachusetts 01199, USA
| | - Matija Snuderl
- Department of Pathology, NYU Langone Medical Center, New York, New York, 10016, USA
| | - Jeffrey C Allen
- Department of Pediatrics, NYU Langone Medical Center, New York, New York 10016, USA
| | - James H Garvin
- Department of Pediatrics, Columbia University Irving Medical Center, New York, New York 10032, USA
| | - Mahesh M Mansukhani
- Department of Pathology and Cell Biology, Columbia University Irving Medical Center, New York, New York 10032, USA
| | - Kevin A Roth
- Department of Pathology and Cell Biology, Columbia University Irving Medical Center, New York, New York 10032, USA
| | - Susan J Hsiao
- Department of Pathology and Cell Biology, Columbia University Irving Medical Center, New York, New York 10032, USA
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