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Khan A, Alves-Ferreira EVC, Vogel H, Botchie S, Ayi I, Pawlowic MC, Robinson G, Chalmers RM, Lorenzi H, Grigg ME. Phylogenomic reconstruction of Cryptosporidium spp. captured directly from clinical samples reveals extensive genetic diversity. bioRxiv 2024:2024.04.17.589752. [PMID: 38659886 PMCID: PMC11042339 DOI: 10.1101/2024.04.17.589752] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/26/2024]
Abstract
Cryptosporidium is a leading cause of severe diarrhea and mortality in young children and infants in Africa and southern Asia. More than twenty Cryptosporidium species infect humans, of which C. parvum and C. hominis are the major agents causing moderate to severe diarrhea. Relatively few genetic markers are typically applied to genotype and/or diagnose Cryptosporidium . Most infections produce limited oocysts making it difficult to perform whole genome sequencing (WGS) directly from stool samples. Hence, there is an immediate need to apply WGS strategies to 1) develop high-resolution genetic markers to genotype these parasites more precisely, 2) to investigate endemic regions and detect the prevalence of different genotypes, and the role of mixed infections in generating genetic diversity, and 3) to investigate zoonotic transmission and evolution. To understand Cryptosporidium global population genetic structure, we applied Capture Enrichment Sequencing (CES-Seq) using 74,973 RNA-based 120 nucleotide baits that cover ∼92% of the genome of C. parvum . CES-Seq is sensitive and successfully sequenced Cryptosporidium genomic DNA diluted up to 0.005% in human stool DNA. It also resolved mixed strain infections and captured new species of Cryptosporidium directly from clinical/field samples to promote genome-wide phylogenomic analyses and prospective GWAS studies.
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Rogawski D, Wheeler J, Nie E, Zhu W, Villanueva E, Coffey G, Ma Q, Ganjoo K, Fischbein N, Iv M, Vogel H, Nagpal S. A rare non-gadolinium enhancing sarcoma brain metastasis with microenvironment dominated by tumor-associated macrophages. Acta Neuropathol Commun 2024; 12:15. [PMID: 38254244 PMCID: PMC10804641 DOI: 10.1186/s40478-023-01713-8] [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] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2023] [Accepted: 12/17/2023] [Indexed: 01/24/2024] Open
Abstract
Brain metastases occur in 1% of sarcoma cases and are associated with a median overall survival of 6 months. We report a rare case of a brain metastasis with unique radiologic and histopathologic features in a patient with low grade fibromyxoid sarcoma (LGFMS) previously treated with immune checkpoint inhibitor (ICI) therapy. The lone metastasis progressed in the midbrain tegmentum over 15 months as a non-enhancing, T2-hyperintense lesion with peripheral diffusion restriction, mimicking a demyelinating lesion. Histopathology of the lesion at autopsy revealed a rich infiltrate of tumor-associated macrophages (TAMs) with highest density at the leading edge of the metastasis, whereas there was a paucity of lymphocytes, suggestive of an immunologically cold environment. Given the important immunosuppressive and tumor-promoting functions of TAMs in gliomas and carcinoma/melanoma brain metastases, this unusual case provides an interesting example of a dense TAM infiltrate in a much rarer sarcoma brain metastasis.
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Affiliation(s)
- David Rogawski
- Division of Neuro-Oncology, Stanford Medicine, Stanford, CA, 94305, USA.
| | - Joshua Wheeler
- Division of Neuropathology, Department of Pathology, Stanford Medicine, Stanford, CA, 94305, USA
| | - Esther Nie
- Division of Neuroimmunology, Stanford Medicine, Stanford, CA, 94305, USA
| | - William Zhu
- Department of Neurology and Neurological Sciences, Stanford Medicine, Stanford, CA, 94305, USA
| | | | - Gwen Coffey
- Division of Neuro-Oncology, Stanford Medicine, Stanford, CA, 94305, USA
| | - Qian Ma
- Department of Neurology and Neurological Sciences, Stanford Medicine, Stanford, CA, 94305, USA
| | - Kristen Ganjoo
- Division of Oncology, Department of Medicine, Stanford Medicine, Stanford, CA, 94305, USA
| | - Nancy Fischbein
- Division of Neuroradiology, Department of Radiology, Stanford Medicine, Stanford, CA, 94305, USA
| | - Michael Iv
- Division of Neuroradiology, Department of Radiology, Stanford Medicine, Stanford, CA, 94305, USA
| | - Hannes Vogel
- Division of Neuropathology, Department of Pathology, Stanford Medicine, Stanford, CA, 94305, USA
| | - Seema Nagpal
- Division of Neuro-Oncology, Stanford Medicine, Stanford, CA, 94305, USA
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Hashemi E, Narain Srivastava I, Aguirre A, Tilahan Yoseph E, Kaushal E, Awani A, Kyu. Ryu J, Akassoglou K, Talebian S, Chu P, Pisani L, Musolino P, Steinman L, Doyle K, Robinson WH, Sharpe O, Cayrol R, Orchard P, Lund T, Vogel H, Lenail M, Han MH, Bonkowsky JL, Van Haren KP. A novel mouse model of cerebral adrenoleukodystrophy highlights NLRP3 activity in lesion pathogenesis. bioRxiv 2023:2023.11.07.564025. [PMID: 37986739 PMCID: PMC10659266 DOI: 10.1101/2023.11.07.564025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/22/2023]
Abstract
Objective We sought to create and characterize a mouse model of the inflammatory, cerebral demyelinating phenotype of X-linked adrenoleukodystrophy (ALD) that would facilitate the study of disease pathogenesis and therapy development. We also sought to cross-validate potential therapeutic targets such as fibrin, oxidative stress, and the NLRP3 inflammasome, in post-mortem human and murine brain tissues. Background ALD is caused by mutations in the gene ABCD1 encoding a peroxisomal transporter. More than half of males with an ABCD1 mutation develop the cerebral phenotype (cALD). Incomplete penetrance and absence of a genotype-phenotype correlation imply a role for environmental triggers. Mechanistic studies have been limited by the absence of a cALD phenotype in the Abcd1-null mouse. Methods We generated a cALD phenotype in 8-week-old, male Abcd1-null mice by deploying a two-hit method that combines cuprizone (CPZ) and experimental autoimmune encephalomyelitis (EAE) models. We employed in vivo MRI and post-mortem immunohistochemistry to evaluate myelin loss, astrogliosis, blood-brain barrier (BBB) disruption, immune cell infiltration, fibrin deposition, oxidative stress, and Nlrp3 inflammasome activation in mice. We used bead-based immunoassay and immunohistochemistry to evaluate IL-18 in CSF and post-mortem human cALD brain tissue. Results MRI studies revealed T2 hyperintensities and post-gadolinium enhancement in the medial corpus callosum of cALD mice, similar to human cALD lesions. Both human and mouse cALD lesions shared common histologic features of myelin phagocytosis, myelin loss, abundant microglial activation, T and B-cell infiltration, and astrogliosis. Compared to wild-type controls, Abcd1-null mice had more severe cerebral inflammation, demyelination, fibrin deposition, oxidative stress, and IL-18 activation. IL-18 immunoreactivity co-localized with macrophages/microglia in the perivascular region of both human and mouse brain tissue. Interpretation This novel mouse model of cALD suggests loss of Abcd1 function predisposes to more severe cerebral inflammation, oxidative stress, fibrin deposition, and Nlrp3 pathway activation, which parallels the findings seen in humans with cALD. We expect this model to enable long-sought investigations into cALD mechanisms and accelerate development of candidate therapies for lesion prevention, cessation, and remyelination.
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Affiliation(s)
- Ezzat Hashemi
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA, USA
| | - Isha Narain Srivastava
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA, USA
| | - Alejandro Aguirre
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA, USA
| | - Ezra Tilahan Yoseph
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA, USA
| | - Esha Kaushal
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA, USA
| | - Avni Awani
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA, USA
| | - Jae Kyu. Ryu
- Gladstone Institute for Neurological Disease; San Francisco, CA, USA
- Center for Neurovascular Brain Immunology at Gladstone and UCSF; San Francisco, CA USA
- Department of Neurology, Weill Institute for Neurosciences, University of California San Francisco; San Francisco, CA, USA
| | - Katerina Akassoglou
- Gladstone Institute for Neurological Disease; San Francisco, CA, USA
- Center for Neurovascular Brain Immunology at Gladstone and UCSF; San Francisco, CA USA
- Department of Neurology, Weill Institute for Neurosciences, University of California San Francisco; San Francisco, CA, USA
| | - Shahrzad Talebian
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA, USA
| | - Pauline Chu
- Stanford Human Research Histology Core, Stanford University School of Medicine, Stanford, CA, USA
| | - Laura Pisani
- Department of Radiology, Stanford University School of Medicine Stanford, CA, USA
| | - Patricia Musolino
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Lawrence Steinman
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA, USA
| | - Kristian Doyle
- Department of Immunobiology, University of Arizona, Tucson, AZ, USA
| | - William H Robinson
- Department of Immunology & Rheumatology, Stanford University School of Medicine, Stanford, CA, USA
| | - Orr Sharpe
- Department of Immunology & Rheumatology, Stanford University School of Medicine, Stanford, CA, USA
| | - Romain Cayrol
- Department of Pathology, Clinical Department of Laboratory Medicine, University of Montreal, Quebec, Canada
| | - Paul Orchard
- Division of Pediatric Blood & Marrow Transplantation, University of Minnesota, Minneapolis, MN, USA
| | - Troy Lund
- Division of Pediatric Blood & Marrow Transplantation, University of Minnesota, Minneapolis, MN, USA
| | - Hannes Vogel
- Departments of Pathology, Stanford University School of Medicine, Stanford, CA, USA
| | - Max Lenail
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA, USA
| | - May Htwe Han
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA, USA
| | - Joshua Leith Bonkowsky
- Division of Pediatric Neurology, Department of Pediatrics, University of Utah School of Medicine, Salt Lake City, Utah
- Brain and Spine Center, Primary Children’s Hospital, Salt Lake City, Utah
- Primary Children’s Center for Personalized Medicine, Salt Lake City, Utah
| | - Keith P. Van Haren
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA, USA
- Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA
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Asmaro K, Zhang M, Rodrigues AJ, Mohyeldin A, Vigo V, Nernekli K, Vogel H, Born DE, Katznelson L, Fernandez-Miranda JC. Cytodifferentiation of pituitary tumors influences pathogenesis and cavernous sinus invasion. J Neurosurg 2023; 139:1216-1224. [PMID: 37119095 DOI: 10.3171/2023.3.jns221949] [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] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2022] [Accepted: 03/09/2023] [Indexed: 04/30/2023]
Abstract
OBJECTIVE Pituitary tumors (PTs) continue to present unique challenges given their proximity to the cavernous sinus, whereby invasive behavior can limit the extent of resection and surgical outcome, especially in functional tumors. The aim of this study was to elucidate patterns of cavernoinvasive behavior by PT subtype. METHODS A total of 169 consecutive first-time surgeries for PTs were analyzed; 45% of the tumors were functional. There were 64 pituitary transcription factor-1 (PIT-1)-expressing, 62 steroidogenic factor-1 (SF-1)-expressing, 38 T-box transcription factor (TPIT)-expressing, and 5 nonstaining PTs. The gold standard for cavernous sinus invasion (CSI) was based on histopathological examination of the cavernous sinus medial wall and intraoperative exploration. RESULTS Cavernous sinus disease was present in 33% of patients. Of the Knosp grade 3 and 4 tumors, 12 (19%) expressed PIT-1, 7 (11%) expressed SF-1, 8 (21%) expressed TPIT, and 2 (40%), were nonstaining (p = 0.36). PIT-1 tumors had a significantly higher predilection for CSI: 53% versus 24% and 18% for TPIT and SF-1 tumors, respectively (OR 6.08, 95% CI 2.86-13.55; p < 0.001). Microscopic CSI-defined as Knosp grade 0-2 tumors with confirmed invasion-was present in 44% of PIT-1 tumors compared with 7% and 13% of TPIT and SF-1 tumors, respectively (OR 11.72, 95% CI 4.35-35.50; p < 0.001). Using the transcavernous approach to excise cavernous sinus disease, surgical biochemical remission rates for patients with acromegaly, prolactinoma, and Cushing disease were 88%, 87%, and 100%, respectively. The granule density of PIT-1 tumors and corticotroph functional status did not influence CSI. CONCLUSIONS The likelihood of CSI differed by transcription factor expression; PIT-1-expressing tumors had a higher predilection for invading the cavernous sinus, particularly microscopically, compared with the other tumor subtypes. This elucidates a unique cavernoinvasive behavior absent in cells from other lineages. Innovative surgical techniques, however, can mitigate tumor behavior and achieve robust, reproducible biochemical remission and gross-total resection rates. These findings can have considerable implications on the surgical management and study of PT biology and behavior.
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Affiliation(s)
- Karam Asmaro
- 1Department of Neurosurgery, Henry Ford Health, Detroit, Michigan
- Departments of2Neurosurgery
| | | | | | - Ahmed Mohyeldin
- Departments of2Neurosurgery
- 3Department of Neurosurgery, University of California, Irvine, Orange, California
| | | | | | | | | | - Laurence Katznelson
- Departments of2Neurosurgery
- 5Medicine, Stanford University, Stanford, California; and
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Wu A, Jin MC, Vogel H, Hiniker S, Campen C, Prolo LM, Grant GA. Treatment Course and Outcomes of Intracranial Teratomas in Pediatric Patients: A Retrospective 15-Year Case Series Study. Pediatr Neurosurg 2023; 58:429-438. [PMID: 37879310 DOI: 10.1159/000534721] [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] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/29/2023] [Accepted: 10/06/2023] [Indexed: 10/27/2023]
Abstract
INTRODUCTION There is no standard treatment paradigm for intracranial teratomas, a rare subset of primary intracranial non-germinomatous germ cell tumors (NGGCT), which comprise less than 1% of pediatric brain tumors. This case series retrospectively analyzes treatment and outcomes of pediatric intracranial teratomas from a single institution. METHODS Authors reviewed a comprehensive pathology database at Stanford's Lucile Packard Children's Hospital for intracranial teratomas in pediatric patients treated from 2006 to 2021; their demographics, treatment, and clinical course were analyzed. RESULTS Among 14 patients, median follow-up time was 4.6 years and mean age at diagnosis was 10.5 years. Ten had elevated tumor markers and underwent chemotherapy as initial treatment for NGGCT. Ultimately, these patients all required surgery for progressive or residual disease. Two patients did not undergo radiation. After biopsy or resection, 8 patients had pure mature teratoma, five had mixed germ cell tumor with teratoma component, and one had immature teratoma. The patient with immature teratoma died during chemotherapy from septic shock. No patients experienced recurrence. Common sequelae were endocrine (42.8%) and eye movement (50.0%) abnormalities. DISCUSSION/CONCLUSION We highlight the variable treatment course and outcome for pediatric patients with intracranial teratomas. Elevated tumor markers at presentation, along with imaging findings, favor chemotherapy initiation for presumed NGGCT. Resection of residual tumor is recommended even if tumor markers return to normal. Prognosis remains excellent; no patients had recurrence with a median follow-up of 4.6 years.
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Affiliation(s)
- Adela Wu
- Department of Neurosurgery, Stanford Health Care, Palo Alto, California, USA
| | - Michael C Jin
- Stanford University School of Medicine, Palo Alto, California, USA
| | - Hannes Vogel
- Department of Pathology, Stanford Health Care, Palo Alto, California, USA
| | - Susan Hiniker
- Department of Radiation Oncology, Lucile Packard Children's Hospital, Palo Alto, California, USA
| | - Cynthia Campen
- Department of Pediatric Neurology, Lucile Packard Children's Hospital, Palo Alto, California, USA
| | - Laura M Prolo
- Department of Neurosurgery, Stanford Health Care, Palo Alto, California, USA
| | - Gerald A Grant
- Department of Neurosurgery, Stanford Health Care, Palo Alto, California, USA
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Bakooshli MA, Wang YX, Monti E, Su S, Kraft P, Nalbandian M, Alexandrova L, Wheeler JR, Vogel H, Blau HM. Regeneration of neuromuscular synapses after acute and chronic denervation by inhibiting the gerozyme 15-prostaglandin dehydrogenase. Sci Transl Med 2023; 15:eadg1485. [PMID: 37820010 PMCID: PMC10763629 DOI: 10.1126/scitranslmed.adg1485] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [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: 12/05/2022] [Accepted: 09/22/2023] [Indexed: 10/13/2023]
Abstract
To date, there are no approved treatments for the diminished strength and paralysis that result from the loss of peripheral nerve function due to trauma, heritable neuromuscular diseases, or aging. Here, we showed that denervation resulting from transection of the sciatic nerve triggered a marked increase in the prostaglandin-degrading enzyme 15-hydroxyprostaglandin dehydrogenase (15-PGDH) in skeletal muscle in mice, providing evidence that injury drives early expression of this aging-associated enzyme or gerozyme. Treating mice with a small-molecule inhibitor of 15-PGDH promoted regeneration of motor axons and formation of neuromuscular synapses leading to an acceleration in recovery of force after an acute nerve crush injury. In aged mice with chronic denervation of muscles, treatment with the 15-PGDH inhibitor increased motor neuron viability and restored neuromuscular junctions and function. These presynaptic changes synergized with previously reported muscle tissue remodeling to result in a marked increase in the strength of aged muscles. We further found that 15-PGDH aggregates defined the target fibers that are histopathologic hallmarks of human neurogenic myopathies, suggesting that the gerozyme may be involved in their etiology. Our data suggest that inhibition of 15-PGDH may constitute a therapeutic strategy to physiologically boost prostaglandin E2, restore neuromuscular connectivity, and promote recovery of strength after acute or chronic denervation due to injury, disease, or aging.
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Affiliation(s)
- Mohsen A. Bakooshli
- Baxter Laboratory for Stem Cell Biology, Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Yu Xin Wang
- Baxter Laboratory for Stem Cell Biology, Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA 94305, USA
- Center for Genetic Disorders and Aging, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, CA 92037, USA
| | - Elena Monti
- Baxter Laboratory for Stem Cell Biology, Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Shiqi Su
- Baxter Laboratory for Stem Cell Biology, Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Peggy Kraft
- Baxter Laboratory for Stem Cell Biology, Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Minas Nalbandian
- Baxter Laboratory for Stem Cell Biology, Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Ludmila Alexandrova
- Vincent Coates Foundation Mass Spectrometry Laboratory, Stanford University, Stanford, CA 94305, USA
| | - Joshua R. Wheeler
- Department of Pathology, Stanford University, Stanford, CA 94305, USA
- Department of Neuropathology, Stanford University, Stanford, CA 94305, USA
| | - Hannes Vogel
- Department of Pathology, Stanford University, Stanford, CA 94305, USA
- Department of Neuropathology, Stanford University, Stanford, CA 94305, USA
| | - Helen M. Blau
- Baxter Laboratory for Stem Cell Biology, Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA 94305, USA
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Zhu X, Zhou B, Pattni R, Gleason K, Tan C, Kalinowski A, Sloan S, Fiston-Lavier AS, Mariani J, Petrov D, Barres BA, Duncan L, Abyzov A, Vogel H, Moran JV, Vaccarino FM, Tamminga CA, Levinson DF, Urban AE. Author Correction: Machine learning reveals bilateral distribution of somatic L1 insertions in human neurons and glia. Nat Neurosci 2023; 26:1833. [PMID: 37648813 DOI: 10.1038/s41593-023-01438-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/01/2023]
Affiliation(s)
- Xiaowei Zhu
- Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, CA, USA
- Department of Genetics, Stanford University, Palo Alto, CA, USA
| | - Bo Zhou
- Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, CA, USA
- Department of Genetics, Stanford University, Palo Alto, CA, USA
| | - Reenal Pattni
- Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, CA, USA
- Department of Genetics, Stanford University, Palo Alto, CA, USA
| | - Kelly Gleason
- Division of Translational Research in Schizophrenia, Department of Psychiatry, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Chunfeng Tan
- Division of Translational Research in Schizophrenia, Department of Psychiatry, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Agnieszka Kalinowski
- Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, CA, USA
| | - Steven Sloan
- Department of Human Genetics, Emory University, Atlanta, GA, USA
| | - Anna-Sophie Fiston-Lavier
- Institut des Sciences de l'Evolution de Montpellier (UMR 5554, CNRS-UM-IRD-EPHE), Université de Montpellier, Montpellier, France
| | | | - Dmitri Petrov
- Department of Biology, Stanford University, Palo Alto, CA, USA
| | - Ben A Barres
- Department of Neurobiology, Stanford University, Palo Alto, CA, USA
| | - Laramie Duncan
- Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, CA, USA
| | - Alexej Abyzov
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN, USA
| | - Hannes Vogel
- Department of Pathology, Stanford University, Palo Alto, CA, USA
| | - John V Moran
- Department of Human Genetics, University of Michigan Medical School, Ann Arbor, MI, USA
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Flora M Vaccarino
- Child Study Center, Yale University, New Haven, CT, USA
- Department of Neuroscience, Yale School of Medicine, New Haven, CT, USA
| | - Carol A Tamminga
- Division of Translational Research in Schizophrenia, Department of Psychiatry, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Douglas F Levinson
- Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, CA, USA
| | - Alexander E Urban
- Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, CA, USA.
- Department of Genetics, Stanford University, Palo Alto, CA, USA.
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Gourisankar S, Krokhotin A, Ji W, Liu X, Chang CY, Kim SH, Li Z, Wenderski W, Simanauskaite JM, Yang H, Vogel H, Zhang T, Green MR, Gray NS, Crabtree GR. Author Correction: Rewiring cancer drivers to activate apoptosis. Nature 2023; 621:E27. [PMID: 37596490 DOI: 10.1038/s41586-023-06543-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/20/2023]
Affiliation(s)
- Sai Gourisankar
- Department of Pathology, Stanford University, Stanford, CA, USA
- Department of Chemical Engineering, Stanford University, Stanford, CA, USA
| | | | - Wenzhi Ji
- Department of Chemical and Systems Biology, Stanford Cancer Institute, ChEM-H, Stanford University, Stanford, CA, USA
| | - Xiaofan Liu
- Department of Chemical and Systems Biology, Stanford Cancer Institute, ChEM-H, Stanford University, Stanford, CA, USA
| | | | - Samuel H Kim
- Department of Pathology, Stanford University, Stanford, CA, USA
| | - Zhengnian Li
- Department of Chemical and Systems Biology, Stanford Cancer Institute, ChEM-H, Stanford University, Stanford, CA, USA
| | - Wendy Wenderski
- Department of Pathology, Stanford University, Stanford, CA, USA
- Department of Developmental Biology, Stanford University, Stanford, CA, USA
| | | | - Haopeng Yang
- Department of Lymphoma & Myeloma, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Hannes Vogel
- Department of Pathology, Stanford University, Stanford, CA, USA
| | - Tinghu Zhang
- Department of Chemical and Systems Biology, Stanford Cancer Institute, ChEM-H, Stanford University, Stanford, CA, USA
| | - Michael R Green
- Department of Lymphoma & Myeloma, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Nathanael S Gray
- Department of Chemical and Systems Biology, Stanford Cancer Institute, ChEM-H, Stanford University, Stanford, CA, USA.
| | - Gerald R Crabtree
- Department of Pathology, Stanford University, Stanford, CA, USA.
- Department of Developmental Biology, Stanford University, Stanford, CA, USA.
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Carrillo-Perez F, Pizurica M, Ozawa MG, Vogel H, West RB, Kong CS, Herrera LJ, Shen J, Gevaert O. Synthetic whole-slide image tile generation with gene expression profile-infused deep generative models. Cell Rep Methods 2023; 3:100534. [PMID: 37671024 PMCID: PMC10475789 DOI: 10.1016/j.crmeth.2023.100534] [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] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/17/2022] [Revised: 03/10/2023] [Accepted: 06/22/2023] [Indexed: 09/07/2023]
Abstract
In this work, we propose an approach to generate whole-slide image (WSI) tiles by using deep generative models infused with matched gene expression profiles. First, we train a variational autoencoder (VAE) that learns a latent, lower-dimensional representation of multi-tissue gene expression profiles. Then, we use this representation to infuse generative adversarial networks (GANs) that generate lung and brain cortex tissue tiles, resulting in a new model that we call RNA-GAN. Tiles generated by RNA-GAN were preferred by expert pathologists compared with tiles generated using traditional GANs, and in addition, RNA-GAN needs fewer training epochs to generate high-quality tiles. Finally, RNA-GAN was able to generalize to gene expression profiles outside of the training set, showing imputation capabilities. A web-based quiz is available for users to play a game distinguishing real and synthetic tiles: https://rna-gan.stanford.edu/, and the code for RNA-GAN is available here: https://github.com/gevaertlab/RNA-GAN.
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Affiliation(s)
- Francisco Carrillo-Perez
- Stanford Center for Biomedical Informatics Research (BMIR), Stanford University, School of Medicine, 1265 Welch Road, Stanford, CA 94305-547, USA
- Computer Engineering, Automatics and Robotics Department, University of Granada, C. Periodista Daniel Saucedo Aranda, s/n, Granada, 18014 Granada, Spain
| | - Marija Pizurica
- Stanford Center for Biomedical Informatics Research (BMIR), Stanford University, School of Medicine, 1265 Welch Road, Stanford, CA 94305-547, USA
- Internet Technology and Data Science Lab (IDLab), Ghent University, Technologiepark-Zwijnaarde 126, Gent, 9052 Gent, Belgium
| | - Michael G. Ozawa
- Department of Pathology, Stanford University School of Medicine, 300 Pasteur Dr, Palo Alto, CA 94304, USA
| | - Hannes Vogel
- Department of Pathology, Stanford University School of Medicine, 300 Pasteur Dr, Palo Alto, CA 94304, USA
| | - Robert B. West
- Department of Pathology, Stanford University School of Medicine, 300 Pasteur Dr, Palo Alto, CA 94304, USA
| | - Christina S. Kong
- Department of Pathology, Stanford University School of Medicine, 300 Pasteur Dr, Palo Alto, CA 94304, USA
| | - Luis Javier Herrera
- Computer Engineering, Automatics and Robotics Department, University of Granada, C. Periodista Daniel Saucedo Aranda, s/n, Granada, 18014 Granada, Spain
| | - Jeanne Shen
- Department of Pathology, Stanford University School of Medicine, 300 Pasteur Dr, Palo Alto, CA 94304, USA
| | - Olivier Gevaert
- Stanford Center for Biomedical Informatics Research (BMIR), Stanford University, School of Medicine, 1265 Welch Road, Stanford, CA 94305-547, USA
- Department of Biomedical Data Science, Stanford University, School of Medicine, Medical School Office Building (MSOB), 1265 Welch Road, Stanford, CA 94305-547, USA
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10
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Gourisankar S, Krokhotin A, Ji W, Liu X, Chang CY, Kim SH, Li Z, Wenderski W, Simanauskaite JM, Yang H, Vogel H, Zhang T, Green MR, Gray NS, Crabtree GR. Rewiring cancer drivers to activate apoptosis. Nature 2023; 620:417-425. [PMID: 37495688 DOI: 10.1038/s41586-023-06348-2] [Citation(s) in RCA: 17] [Impact Index Per Article: 17.0] [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: 08/15/2022] [Accepted: 06/20/2023] [Indexed: 07/28/2023]
Abstract
Genes that drive the proliferation, survival, invasion and metastasis of malignant cells have been identified for many human cancers1-4. Independent studies have identified cell death pathways that eliminate cells for the good of the organism5,6. The coexistence of cell death pathways with driver mutations suggests that the cancer driver could be rewired to activate cell death using chemical inducers of proximity (CIPs). Here we describe a new class of molecules called transcriptional/epigenetic CIPs (TCIPs) that recruit the endogenous cancer driver, or a downstream transcription factor, to the promoters of cell death genes, thereby activating their expression. We focused on diffuse large B cell lymphoma, in which the transcription factor B cell lymphoma 6 (BCL6) is deregulated7. BCL6 binds to the promoters of cell death genes and epigenetically suppresses their expression8. We produced TCIPs by covalently linking small molecules that bind BCL6 to those that bind to transcriptional activators that contribute to the oncogenic program, such as BRD4. The most potent molecule, TCIP1, increases binding of BRD4 by 50% over genomic BCL6-binding sites to produce transcriptional elongation at pro-apoptotic target genes within 15 min, while reducing binding of BRD4 over enhancers by only 10%, reflecting a gain-of-function mechanism. TCIP1 kills diffuse large B cell lymphoma cell lines, including chemotherapy-resistant, TP53-mutant lines, at EC50 of 1-10 nM in 72 h and exhibits cell-specific and tissue-specific effects, capturing the combinatorial specificity inherent to transcription. The TCIP concept also has therapeutic applications in regulating the expression of genes for regenerative medicine and developmental disorders.
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MESH Headings
- Humans
- Apoptosis/drug effects
- Apoptosis/genetics
- Cell Cycle Proteins/metabolism
- Gene Expression Regulation, Neoplastic/drug effects
- Lymphoma, Large B-Cell, Diffuse/drug therapy
- Lymphoma, Large B-Cell, Diffuse/genetics
- Lymphoma, Large B-Cell, Diffuse/metabolism
- Lymphoma, Large B-Cell, Diffuse/pathology
- Proto-Oncogene Proteins c-bcl-6/genetics
- Proto-Oncogene Proteins c-bcl-6/metabolism
- Transcription Factors/metabolism
- Epigenesis, Genetic/drug effects
- Promoter Regions, Genetic
- Carcinogenesis/drug effects
- Carcinogenesis/genetics
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Affiliation(s)
- Sai Gourisankar
- Department of Pathology, Stanford University, Stanford, CA, USA
- Department of Chemical Engineering, Stanford University, Stanford, CA, USA
| | | | - Wenzhi Ji
- Department of Chemical and Systems Biology, Stanford Cancer Institute, ChEM-H, Stanford University, Stanford, CA, USA
| | - Xiaofan Liu
- Department of Chemical and Systems Biology, Stanford Cancer Institute, ChEM-H, Stanford University, Stanford, CA, USA
| | | | - Samuel H Kim
- Department of Pathology, Stanford University, Stanford, CA, USA
| | - Zhengnian Li
- Department of Chemical and Systems Biology, Stanford Cancer Institute, ChEM-H, Stanford University, Stanford, CA, USA
| | - Wendy Wenderski
- Department of Pathology, Stanford University, Stanford, CA, USA
- Department of Developmental Biology, Stanford University, Stanford, CA, USA
| | | | - Haopeng Yang
- Department of Lymphoma & Myeloma, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Hannes Vogel
- Department of Pathology, Stanford University, Stanford, CA, USA
| | - Tinghu Zhang
- Department of Chemical and Systems Biology, Stanford Cancer Institute, ChEM-H, Stanford University, Stanford, CA, USA
| | - Michael R Green
- Department of Lymphoma & Myeloma, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Nathanael S Gray
- Department of Chemical and Systems Biology, Stanford Cancer Institute, ChEM-H, Stanford University, Stanford, CA, USA.
| | - Gerald R Crabtree
- Department of Pathology, Stanford University, Stanford, CA, USA.
- Department of Developmental Biology, Stanford University, Stanford, CA, USA.
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11
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Chaney AM, Cropper HC, Jain P, Wilson E, Simonetta F, Johnson EM, Alam IS, Patterson ITJ, Swarovski M, Stevens MY, Wang Q, Azevedo C, Nagy SC, Ramos Benitez J, Deal EM, Vogel H, Andreasson KI, James ML. PET imaging of TREM1 identifies CNS-infiltrating myeloid cells in a mouse model of multiple sclerosis. Sci Transl Med 2023; 15:eabm6267. [PMID: 37379371 DOI: 10.1126/scitranslmed.abm6267] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2021] [Accepted: 06/02/2023] [Indexed: 06/30/2023]
Abstract
Multiple sclerosis (MS) is an immune-mediated demyelinating disease of the central nervous system (CNS) that causes substantial morbidity and diminished quality of life. Evidence highlights the central role of myeloid lineage cells in the initiation and progression of MS. However, existing imaging strategies for detecting myeloid cells in the CNS cannot distinguish between beneficial and harmful immune responses. Thus, imaging strategies that specifically identify myeloid cells and their activation states are critical for MS disease staging and monitoring of therapeutic responses. We hypothesized that positron emission tomography (PET) imaging of triggering receptor expressed on myeloid cells 1 (TREM1) could be used to monitor deleterious innate immune responses and disease progression in the experimental autoimmune encephalomyelitis (EAE) mouse model of MS. We first validated TREM1 as a specific marker of proinflammatory, CNS-infiltrating, peripheral myeloid cells in mice with EAE. We show that the 64Cu-radiolabeled TREM1 antibody-based PET tracer monitored active disease with 14- to 17-fold higher sensitivity than translocator protein 18 kDa (TSPO)-PET imaging, the established approach for detecting neuroinflammation in vivo. We illustrate the therapeutic potential of attenuating TREM1 signaling both genetically and pharmacologically in the EAE mice and show that TREM1-PET imaging detected responses to an FDA-approved MS therapy with siponimod (BAF312) in these animals. Last, we observed TREM1+ cells in clinical brain biopsy samples from two treatment-naïve patients with MS but not in healthy control brain tissue. Thus, TREM1-PET imaging has potential for aiding in the diagnosis of MS and monitoring of therapeutic responses to drug treatment.
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Affiliation(s)
- Aisling M Chaney
- Department of Radiology, Stanford University, Stanford, CA 94305, USA
- Department of Radiology, Washington University in St. Louis, St. Louis, MO 63130, USA
| | - Haley C Cropper
- Department of Radiology, Stanford University, Stanford, CA 94305, USA
| | - Poorva Jain
- Department of Radiology, Stanford University, Stanford, CA 94305, USA
| | - Edward Wilson
- Department of Neurology and Neurological Science, Stanford University, Stanford, CA 94305, USA
| | - Federico Simonetta
- Division of Hematology, Department of Oncology, Geneva University Hospitals, Geneva 1205, Switzerland
- Translational Research Centre in Onco-Haematology, Faculty of Medicine, University of Geneva, Geneva 1205, Switzerland
| | - Emily M Johnson
- Department of Radiology, Stanford University, Stanford, CA 94305, USA
| | - Israt S Alam
- Department of Radiology, Stanford University, Stanford, CA 94305, USA
| | - Ian T J Patterson
- Department of Radiology, Stanford University, Stanford, CA 94305, USA
| | - Michelle Swarovski
- Department of Neurology and Neurological Science, Stanford University, Stanford, CA 94305, USA
| | - Marc Y Stevens
- Department of Radiology, Stanford University, Stanford, CA 94305, USA
| | - Qian Wang
- Department of Neurology and Neurological Science, Stanford University, Stanford, CA 94305, USA
| | - Carmen Azevedo
- Department of Radiology, Stanford University, Stanford, CA 94305, USA
| | - Sydney C Nagy
- Department of Radiology, Stanford University, Stanford, CA 94305, USA
| | - Javier Ramos Benitez
- Department of Neurology and Neurological Science, Stanford University, Stanford, CA 94305, USA
| | - Emily M Deal
- Department of Radiology, Stanford University, Stanford, CA 94305, USA
| | - Hannes Vogel
- Department of Pathology, Stanford University, Stanford, CA 94305, USA
| | - Katrin I Andreasson
- Department of Neurology and Neurological Science, Stanford University, Stanford, CA 94305, USA
- Chan Zuckerberg Biohub, San Francisco, CA 94158, USA
| | - Michelle L James
- Department of Radiology, Stanford University, Stanford, CA 94305, USA
- Department of Neurology and Neurological Science, Stanford University, Stanford, CA 94305, USA
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12
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Yao B, Delaidelli A, Vogel H, Sorensen PH. Pediatric Brain Tumours: Lessons from the Immune Microenvironment. Curr Oncol 2023; 30:5024-5046. [PMID: 37232837 DOI: 10.3390/curroncol30050379] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2023] [Revised: 05/01/2023] [Accepted: 05/10/2023] [Indexed: 05/27/2023] Open
Abstract
In spite of recent advances in tumour molecular subtyping, pediatric brain tumours (PBTs) remain the leading cause of cancer-related deaths in children. While some PBTs are treatable with favourable outcomes, recurrent and metastatic disease for certain types of PBTs remains challenging and is often fatal. Tumour immunotherapy has emerged as a hopeful avenue for the treatment of childhood tumours, and recent immunotherapy efforts have been directed towards PBTs. This strategy has the potential to combat otherwise incurable PBTs, while minimizing off-target effects and long-term sequelae. As the infiltration and activation states of immune cells, including tumour-infiltrating lymphocytes and tumour-associated macrophages, are key to shaping responses towards immunotherapy, this review explores the immune landscape of the developing brain and discusses the tumour immune microenvironments of common PBTs, with hopes of conferring insights that may inform future treatment design.
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Affiliation(s)
- Betty Yao
- Department of Molecular Oncology, British Columbia Cancer Research Centre, Vancouver, BC V5Z 1L3, Canada
| | - Alberto Delaidelli
- Department of Molecular Oncology, British Columbia Cancer Research Centre, Vancouver, BC V5Z 1L3, Canada
- Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC V6T 1Z3, Canada
| | - Hannes Vogel
- Department of Pathology, School of Medicine, Stanford University, Stanford, CA 94305, USA
| | - Poul H Sorensen
- Department of Molecular Oncology, British Columbia Cancer Research Centre, Vancouver, BC V5Z 1L3, Canada
- Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC V6T 1Z3, Canada
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13
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Asmaro KP, Zhang M, Rodrigues A, Mohyeldin A, Vigo V, Vogel H, Born D, Katznelson L, Fernandez-Miranda JC. 524 Cytodifferentiation of Pituitary Tumors Influences Pathogenesis and Cavernous Sinus Invasion. Neurosurgery 2023. [DOI: 10.1227/neu.0000000000002375_524] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/18/2023] Open
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14
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Steyaert S, Qiu YL, Zheng Y, Mukherjee P, Vogel H, Gevaert O. Multimodal deep learning to predict prognosis in adult and pediatric brain tumors. Commun Med (Lond) 2023; 3:44. [PMID: 36991216 PMCID: PMC10060397 DOI: 10.1038/s43856-023-00276-y] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2021] [Accepted: 03/14/2023] [Indexed: 03/31/2023] Open
Abstract
BACKGROUND The introduction of deep learning in both imaging and genomics has significantly advanced the analysis of biomedical data. For complex diseases such as cancer, different data modalities may reveal different disease characteristics, and the integration of imaging with genomic data has the potential to unravel additional information than when using these data sources in isolation. Here, we propose a DL framework that combines these two modalities with the aim to predict brain tumor prognosis. METHODS Using two separate glioma cohorts of 783 adults and 305 pediatric patients we developed a DL framework that can fuse histopathology images with gene expression profiles. Three strategies for data fusion were implemented and compared: early, late, and joint fusion. Additional validation of the adult glioma models was done on an independent cohort of 97 adult patients. RESULTS Here we show that the developed multimodal data models achieve better prediction results compared to the single data models, but also lead to the identification of more relevant biological pathways. When testing our adult models on a third brain tumor dataset, we show our multimodal framework is able to generalize and performs better on new data from different cohorts. Leveraging the concept of transfer learning, we demonstrate how our pediatric multimodal models can be used to predict prognosis for two more rare (less available samples) pediatric brain tumors. CONCLUSIONS Our study illustrates that a multimodal data fusion approach can be successfully implemented and customized to model clinical outcome of adult and pediatric brain tumors.
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Affiliation(s)
- Sandra Steyaert
- Stanford Center for Biomedical Informatics Research (BMIR), Department of Medicine, Stanford University, Stanford, CA, USA
| | - Yeping Lina Qiu
- Stanford Center for Biomedical Informatics Research (BMIR), Department of Medicine, Stanford University, Stanford, CA, USA
- Department of Electrical Engineering, Stanford University, Stanford, CA, USA
| | - Yuanning Zheng
- Stanford Center for Biomedical Informatics Research (BMIR), Department of Medicine, Stanford University, Stanford, CA, USA
| | - Pritam Mukherjee
- Stanford Center for Biomedical Informatics Research (BMIR), Department of Medicine, Stanford University, Stanford, CA, USA
| | - Hannes Vogel
- Department of Pathology, Stanford University, Stanford, CA, USA
| | - Olivier Gevaert
- Stanford Center for Biomedical Informatics Research (BMIR), Department of Medicine, Stanford University, Stanford, CA, USA.
- Department of Biomedical Data Science, Stanford University, Stanford, CA, USA.
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15
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Liu DD, He JQ, Sinha R, Eastman AE, Toland AM, Morri M, Neff NF, Vogel H, Uchida N, Weissman IL. Purification and characterization of human neural stem and progenitor cells. Cell 2023; 186:1179-1194.e15. [PMID: 36931245 PMCID: PMC10409303 DOI: 10.1016/j.cell.2023.02.017] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2022] [Revised: 11/06/2022] [Accepted: 02/10/2023] [Indexed: 03/18/2023]
Abstract
The human brain undergoes rapid development at mid-gestation from a pool of neural stem and progenitor cells (NSPCs) that give rise to the neurons, oligodendrocytes, and astrocytes of the mature brain. Functional study of these cell types has been hampered by a lack of precise purification methods. We describe a method for prospectively isolating ten distinct NSPC types from the developing human brain using cell-surface markers. CD24-THY1-/lo cells were enriched for radial glia, which robustly engrafted and differentiated into all three neural lineages in the mouse brain. THY1hi cells marked unipotent oligodendrocyte precursors committed to an oligodendroglial fate, and CD24+THY1-/lo cells marked committed excitatory and inhibitory neuronal lineages. Notably, we identify and functionally characterize a transcriptomically distinct THY1hiEGFRhiPDGFRA- bipotent glial progenitor cell (GPC), which is lineage-restricted to astrocytes and oligodendrocytes, but not to neurons. Our study provides a framework for the functional study of distinct cell types in human neurodevelopment.
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Affiliation(s)
- Daniel Dan Liu
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford Medicine, Stanford, CA 94305, USA
| | - Joy Q He
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford Medicine, Stanford, CA 94305, USA
| | - Rahul Sinha
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford Medicine, Stanford, CA 94305, USA.
| | - Anna E Eastman
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford Medicine, Stanford, CA 94305, USA
| | - Angus M Toland
- Department of Pathology, Stanford Medicine, Stanford, CA 94305, USA
| | | | | | - Hannes Vogel
- Department of Pathology, Stanford Medicine, Stanford, CA 94305, USA
| | - Nobuko Uchida
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford Medicine, Stanford, CA 94305, USA
| | - Irving L Weissman
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford Medicine, Stanford, CA 94305, USA; Department of Pathology, Stanford Medicine, Stanford, CA 94305, USA.
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16
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Rojansky R, Jhun I, Dussaq AM, Chirieleison SM, Nirschl JJ, Born D, Fralick J, Hetherington W, Kerr AM, Lavezo J, Lawrence DB, Lummus S, Macasaet R, Montine TJ, Ryan E, Shen J, Shoemaker J, Tan B, Vogel H, Waraich PS, Yang E, Young A, Folkins A. Rapid Deployment of Whole Slide Imaging for Primary Diagnosis in Surgical Pathology at Stanford Medicine: Responding to Challenges of the COVID-19 Pandemic. Arch Pathol Lab Med 2023; 147:359-367. [PMID: 35802938 PMCID: PMC9904534 DOI: 10.5858/arpa.2021-0438-oa] [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] [Accepted: 02/22/2022] [Indexed: 11/06/2022]
Abstract
CONTEXT.— Stanford Pathology began stepwise subspecialty implementation of whole slide imaging (WSI) in 2018 soon after the first US Food and Drug Administration approval. In 2020, during the COVID-19 pandemic, the Centers for Medicare & Medicaid Services waived the requirement for pathologists to perform diagnostic tests in Clinical Laboratory Improvement Amendments (CLIA)-licensed facilities. This encouraged rapid implementation of WSI across all surgical pathology subspecialties. OBJECTIVE.— To present our experience with validation and implementation of WSI at a large academic medical center encompassing a caseload of more than 50 000 cases per year. DESIGN.— Validation was performed independently for 3 subspecialty services with a diagnostic concordance threshold above 95%. Analysis of user experience, staffing, infrastructure, and information technology was performed after department-wide expansion. RESULTS.— Diagnostic concordance was achieved in 96% of neuropathology cases, 100% of gynecologic pathology cases, and 98% of immunohistochemistry cases. After full implementation, 8 high-capacity scanners were operational, with whole slide images generated on greater than 2000 slides per weekday, accounting for approximately 80% of histologic slides at Stanford Medicine. Multiple modifications in workflow and information technology were needed to improve performance. Within months of full implementation, most attending pathologists and trainees had adopted WSI for primary diagnosis. CONCLUSIONS.— WSI across all surgical subspecialities is achievable at scale at an academic medical center; however, adoption required flexibility to adjust workflows and develop tailored solutions. WSI at scale supported the health and safety of medical staff while facilitating high-quality patient care and education during COVID-19 restrictions.
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Affiliation(s)
- Rebecca Rojansky
- From the Department of Pathology, School of Medicine, Stanford University, Stanford, California (Rojansky, Jhun, Dussaq, Chirieleison, Nirschl, Born, Montine, Ryan, Shen, Tan, Vogel, Yang, Folkins)
| | - Iny Jhun
- From the Department of Pathology, School of Medicine, Stanford University, Stanford, California (Rojansky, Jhun, Dussaq, Chirieleison, Nirschl, Born, Montine, Ryan, Shen, Tan, Vogel, Yang, Folkins)
| | - Alex M Dussaq
- From the Department of Pathology, School of Medicine, Stanford University, Stanford, California (Rojansky, Jhun, Dussaq, Chirieleison, Nirschl, Born, Montine, Ryan, Shen, Tan, Vogel, Yang, Folkins)
| | - Steven M Chirieleison
- From the Department of Pathology, School of Medicine, Stanford University, Stanford, California (Rojansky, Jhun, Dussaq, Chirieleison, Nirschl, Born, Montine, Ryan, Shen, Tan, Vogel, Yang, Folkins)
| | - Jeffrey J Nirschl
- From the Department of Pathology, School of Medicine, Stanford University, Stanford, California (Rojansky, Jhun, Dussaq, Chirieleison, Nirschl, Born, Montine, Ryan, Shen, Tan, Vogel, Yang, Folkins)
| | - Don Born
- From the Department of Pathology, School of Medicine, Stanford University, Stanford, California (Rojansky, Jhun, Dussaq, Chirieleison, Nirschl, Born, Montine, Ryan, Shen, Tan, Vogel, Yang, Folkins)
| | - Jennifer Fralick
- Anatomic Pathology and Clinical Laboratories (Fralick, Hetherington, Macasaet, Young), Stanford Health Care, Stanford, California
| | - William Hetherington
- Anatomic Pathology and Clinical Laboratories (Fralick, Hetherington, Macasaet, Young), Stanford Health Care, Stanford, California
| | - Alison M Kerr
- Clinical Operations (Kerr), Stanford Health Care, Stanford, California
| | - Jonathan Lavezo
- The Department of Pathology, Health Sciences Center, Texas Tech University, El Paso (Lavezo)
| | - Daniel B Lawrence
- Information Technology (Lawrence, Shoemaker, Waraich), Stanford Health Care, Stanford, California
| | - Seth Lummus
- The Department of Human Physiology and Nutrition, University of Colorado, Colorado Springs (Lummus)
| | - Ronald Macasaet
- Anatomic Pathology and Clinical Laboratories (Fralick, Hetherington, Macasaet, Young), Stanford Health Care, Stanford, California
| | - Thomas J Montine
- From the Department of Pathology, School of Medicine, Stanford University, Stanford, California (Rojansky, Jhun, Dussaq, Chirieleison, Nirschl, Born, Montine, Ryan, Shen, Tan, Vogel, Yang, Folkins)
| | - Emily Ryan
- From the Department of Pathology, School of Medicine, Stanford University, Stanford, California (Rojansky, Jhun, Dussaq, Chirieleison, Nirschl, Born, Montine, Ryan, Shen, Tan, Vogel, Yang, Folkins)
| | - Jeanne Shen
- From the Department of Pathology, School of Medicine, Stanford University, Stanford, California (Rojansky, Jhun, Dussaq, Chirieleison, Nirschl, Born, Montine, Ryan, Shen, Tan, Vogel, Yang, Folkins)
| | - Jonathan Shoemaker
- Information Technology (Lawrence, Shoemaker, Waraich), Stanford Health Care, Stanford, California
| | - Brent Tan
- From the Department of Pathology, School of Medicine, Stanford University, Stanford, California (Rojansky, Jhun, Dussaq, Chirieleison, Nirschl, Born, Montine, Ryan, Shen, Tan, Vogel, Yang, Folkins)
| | - Hannes Vogel
- From the Department of Pathology, School of Medicine, Stanford University, Stanford, California (Rojansky, Jhun, Dussaq, Chirieleison, Nirschl, Born, Montine, Ryan, Shen, Tan, Vogel, Yang, Folkins)
| | - Puneet Singh Waraich
- Information Technology (Lawrence, Shoemaker, Waraich), Stanford Health Care, Stanford, California
| | - Eric Yang
- From the Department of Pathology, School of Medicine, Stanford University, Stanford, California (Rojansky, Jhun, Dussaq, Chirieleison, Nirschl, Born, Montine, Ryan, Shen, Tan, Vogel, Yang, Folkins)
| | - April Young
- Anatomic Pathology and Clinical Laboratories (Fralick, Hetherington, Macasaet, Young), Stanford Health Care, Stanford, California
| | - Ann Folkins
- From the Department of Pathology, School of Medicine, Stanford University, Stanford, California (Rojansky, Jhun, Dussaq, Chirieleison, Nirschl, Born, Montine, Ryan, Shen, Tan, Vogel, Yang, Folkins)
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17
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Barba C, Blumcke I, Winawer MR, Hartlieb T, Kang HC, Grisotto L, Chipaux M, Bien CG, Heřmanovská B, Porter BE, Lidov HGW, Cetica V, Woermann FG, Lopez-Rivera JA, Canoll PD, Mader I, D'Incerti L, Baldassari S, Yang E, Gaballa A, Vogel H, Straka B, Macconi L, Polster T, Grant GA, Krsková L, Shin HJ, Ko A, Crino PB, Krsek P, Lee JH, Lal D, Baulac S, Poduri A, Guerrini R. Clinical Features, Neuropathology, and Surgical Outcome in Patients With Refractory Epilepsy and Brain Somatic Variants in the SLC35A2 Gene. Neurology 2023; 100:e528-e542. [PMID: 36307217 PMCID: PMC9931085 DOI: 10.1212/wnl.0000000000201471] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [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: 05/03/2022] [Accepted: 09/09/2022] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND AND OBJECTIVES The SLC35A2 gene, located at chromosome Xp11.23, encodes for a uridine diphosphate-galactose transporter. We describe clinical, genetic, neuroimaging, EEG, and histopathologic findings and assess possible predictors of postoperative seizure and cognitive outcome in 47 patients with refractory epilepsy and brain somatic SLC35A2 gene variants. METHODS This is a retrospective multicenter study where we performed a descriptive analysis and classical hypothesis testing. We included the variables of interest significantly associated with the outcomes in the generalized linear models. RESULTS Two main phenotypes were associated with brain somatic SLC35A2 variants: (1) early epileptic encephalopathy (EE, 39 patients) with epileptic spasms as the predominant seizure type and moderate to severe intellectual disability and (2) drug-resistant focal epilepsy (DR-FE, 8 patients) associated with normal/borderline cognitive function and specific neuropsychological deficits. Brain MRI was abnormal in all patients with EE and in 50% of those with DR-FE. Histopathology review identified mild malformation of cortical development with oligodendroglial hyperplasia in epilepsy in 44/47 patients and was inconclusive in 3. The 47 patients harbored 42 distinct mosaic SLC35A2 variants, including 14 (33.3%) missense, 13 (30.9%) frameshift, 10 (23.8%) nonsense, 4 (9.5%) in-frame deletions/duplications, and 1 (2.4%) splicing variant. Variant allele frequencies (VAFs) ranged from 1.4% to 52.6% (mean VAF: 17.3 ± 13.5). At last follow-up (35.5 ± 21.5 months), 30 patients (63.8%) were in Engel Class I, of which 26 (55.3%) were in Class IA. Cognitive performances remained unchanged in most patients after surgery. Regression analyses showed that the probability of achieving both Engel Class IA and Class I outcomes, adjusted by age at seizure onset, was lower when the duration of epilepsy increased and higher when postoperative EEG was normal or improved. Lower brain VAF was associated with improved postoperative cognitive outcome in the analysis of associations, but this finding was not confirmed in regression analyses. DISCUSSION Brain somatic SLC35A2 gene variants are associated with 2 main clinical phenotypes, EE and DR-FE, and a histopathologic diagnosis of MOGHE. Additional studies will be needed to delineate any possible correlation between specific genetic variants, mutational load in the epileptogenic tissue, and surgical outcomes.
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Affiliation(s)
- Carmen Barba
- From the IRCCS Meyer Children's Hospital (C.B., V.C., L.D.I., L.M., R.G.), Florence, Italy; University of Florence (C.B., L.G., R.G.), Florence, Italy; University Hospital Erlangen (I.B.), Germany; Columbia University (M.R.W., P.D.C.), New York, NY; Neurorehabilitation and Epileptology (T.H., I.M.), Vogtareuth, Germany; PMU Salzburg (T.H.), Austria; Yonsei University College of Medicine (H.-C.K., H.J.S.), Seoul, Republic of Korea; Rothschild Foundation Hospital (M.C.), Paris, France; Krankenhaus Mara (C.G.B., F.G.W., A.G., T.P.), Bielefeld University, Medical School, Germany; Charles University (B.H., B.S., L.K., P.K.), 2nd Faculty of Medicine and Motol University Hospital, Prague, Czech Republic; Stanford University (B.E.P., H.V.), School of Medicine Stanford, CA; Boston Children's Hospital and Harvard Medical School (H.G.W.L., E.Y., A.P.), MA; Society of Epilepsy Research (F.G.W.), Bielefeld, Germany; Case Western Reserve University (J.A.L.-R.), OH; Cleveland Clinic (J.A.L.-R., D.L.), Cleveland, OH; Sorbonne University (Sara Baldassari, Stéphanie Baulac), Paris Brain Institute (ICM), INSERM, CNRS, AP-HP, Pitié-Salpêtrière Hospital, France; Lucile Packard Children's Hospital at Stanford University (G.A.G.), School of Medicine Stanford, CA; Korea Advanced Institute of Science and Technology (A.K., J.H.L.), Daejeon, South Korea; University of Maryland School of Medicine (P.B.C.), Baltimore, MD; and Broad Institute of Harvard and M.I.T (D.L.), Cambridge, MA
| | - Ingmar Blumcke
- From the IRCCS Meyer Children's Hospital (C.B., V.C., L.D.I., L.M., R.G.), Florence, Italy; University of Florence (C.B., L.G., R.G.), Florence, Italy; University Hospital Erlangen (I.B.), Germany; Columbia University (M.R.W., P.D.C.), New York, NY; Neurorehabilitation and Epileptology (T.H., I.M.), Vogtareuth, Germany; PMU Salzburg (T.H.), Austria; Yonsei University College of Medicine (H.-C.K., H.J.S.), Seoul, Republic of Korea; Rothschild Foundation Hospital (M.C.), Paris, France; Krankenhaus Mara (C.G.B., F.G.W., A.G., T.P.), Bielefeld University, Medical School, Germany; Charles University (B.H., B.S., L.K., P.K.), 2nd Faculty of Medicine and Motol University Hospital, Prague, Czech Republic; Stanford University (B.E.P., H.V.), School of Medicine Stanford, CA; Boston Children's Hospital and Harvard Medical School (H.G.W.L., E.Y., A.P.), MA; Society of Epilepsy Research (F.G.W.), Bielefeld, Germany; Case Western Reserve University (J.A.L.-R.), OH; Cleveland Clinic (J.A.L.-R., D.L.), Cleveland, OH; Sorbonne University (Sara Baldassari, Stéphanie Baulac), Paris Brain Institute (ICM), INSERM, CNRS, AP-HP, Pitié-Salpêtrière Hospital, France; Lucile Packard Children's Hospital at Stanford University (G.A.G.), School of Medicine Stanford, CA; Korea Advanced Institute of Science and Technology (A.K., J.H.L.), Daejeon, South Korea; University of Maryland School of Medicine (P.B.C.), Baltimore, MD; and Broad Institute of Harvard and M.I.T (D.L.), Cambridge, MA
| | - Melodie R Winawer
- From the IRCCS Meyer Children's Hospital (C.B., V.C., L.D.I., L.M., R.G.), Florence, Italy; University of Florence (C.B., L.G., R.G.), Florence, Italy; University Hospital Erlangen (I.B.), Germany; Columbia University (M.R.W., P.D.C.), New York, NY; Neurorehabilitation and Epileptology (T.H., I.M.), Vogtareuth, Germany; PMU Salzburg (T.H.), Austria; Yonsei University College of Medicine (H.-C.K., H.J.S.), Seoul, Republic of Korea; Rothschild Foundation Hospital (M.C.), Paris, France; Krankenhaus Mara (C.G.B., F.G.W., A.G., T.P.), Bielefeld University, Medical School, Germany; Charles University (B.H., B.S., L.K., P.K.), 2nd Faculty of Medicine and Motol University Hospital, Prague, Czech Republic; Stanford University (B.E.P., H.V.), School of Medicine Stanford, CA; Boston Children's Hospital and Harvard Medical School (H.G.W.L., E.Y., A.P.), MA; Society of Epilepsy Research (F.G.W.), Bielefeld, Germany; Case Western Reserve University (J.A.L.-R.), OH; Cleveland Clinic (J.A.L.-R., D.L.), Cleveland, OH; Sorbonne University (Sara Baldassari, Stéphanie Baulac), Paris Brain Institute (ICM), INSERM, CNRS, AP-HP, Pitié-Salpêtrière Hospital, France; Lucile Packard Children's Hospital at Stanford University (G.A.G.), School of Medicine Stanford, CA; Korea Advanced Institute of Science and Technology (A.K., J.H.L.), Daejeon, South Korea; University of Maryland School of Medicine (P.B.C.), Baltimore, MD; and Broad Institute of Harvard and M.I.T (D.L.), Cambridge, MA
| | - Till Hartlieb
- From the IRCCS Meyer Children's Hospital (C.B., V.C., L.D.I., L.M., R.G.), Florence, Italy; University of Florence (C.B., L.G., R.G.), Florence, Italy; University Hospital Erlangen (I.B.), Germany; Columbia University (M.R.W., P.D.C.), New York, NY; Neurorehabilitation and Epileptology (T.H., I.M.), Vogtareuth, Germany; PMU Salzburg (T.H.), Austria; Yonsei University College of Medicine (H.-C.K., H.J.S.), Seoul, Republic of Korea; Rothschild Foundation Hospital (M.C.), Paris, France; Krankenhaus Mara (C.G.B., F.G.W., A.G., T.P.), Bielefeld University, Medical School, Germany; Charles University (B.H., B.S., L.K., P.K.), 2nd Faculty of Medicine and Motol University Hospital, Prague, Czech Republic; Stanford University (B.E.P., H.V.), School of Medicine Stanford, CA; Boston Children's Hospital and Harvard Medical School (H.G.W.L., E.Y., A.P.), MA; Society of Epilepsy Research (F.G.W.), Bielefeld, Germany; Case Western Reserve University (J.A.L.-R.), OH; Cleveland Clinic (J.A.L.-R., D.L.), Cleveland, OH; Sorbonne University (Sara Baldassari, Stéphanie Baulac), Paris Brain Institute (ICM), INSERM, CNRS, AP-HP, Pitié-Salpêtrière Hospital, France; Lucile Packard Children's Hospital at Stanford University (G.A.G.), School of Medicine Stanford, CA; Korea Advanced Institute of Science and Technology (A.K., J.H.L.), Daejeon, South Korea; University of Maryland School of Medicine (P.B.C.), Baltimore, MD; and Broad Institute of Harvard and M.I.T (D.L.), Cambridge, MA
| | - Hoon-Chul Kang
- From the IRCCS Meyer Children's Hospital (C.B., V.C., L.D.I., L.M., R.G.), Florence, Italy; University of Florence (C.B., L.G., R.G.), Florence, Italy; University Hospital Erlangen (I.B.), Germany; Columbia University (M.R.W., P.D.C.), New York, NY; Neurorehabilitation and Epileptology (T.H., I.M.), Vogtareuth, Germany; PMU Salzburg (T.H.), Austria; Yonsei University College of Medicine (H.-C.K., H.J.S.), Seoul, Republic of Korea; Rothschild Foundation Hospital (M.C.), Paris, France; Krankenhaus Mara (C.G.B., F.G.W., A.G., T.P.), Bielefeld University, Medical School, Germany; Charles University (B.H., B.S., L.K., P.K.), 2nd Faculty of Medicine and Motol University Hospital, Prague, Czech Republic; Stanford University (B.E.P., H.V.), School of Medicine Stanford, CA; Boston Children's Hospital and Harvard Medical School (H.G.W.L., E.Y., A.P.), MA; Society of Epilepsy Research (F.G.W.), Bielefeld, Germany; Case Western Reserve University (J.A.L.-R.), OH; Cleveland Clinic (J.A.L.-R., D.L.), Cleveland, OH; Sorbonne University (Sara Baldassari, Stéphanie Baulac), Paris Brain Institute (ICM), INSERM, CNRS, AP-HP, Pitié-Salpêtrière Hospital, France; Lucile Packard Children's Hospital at Stanford University (G.A.G.), School of Medicine Stanford, CA; Korea Advanced Institute of Science and Technology (A.K., J.H.L.), Daejeon, South Korea; University of Maryland School of Medicine (P.B.C.), Baltimore, MD; and Broad Institute of Harvard and M.I.T (D.L.), Cambridge, MA
| | - Laura Grisotto
- From the IRCCS Meyer Children's Hospital (C.B., V.C., L.D.I., L.M., R.G.), Florence, Italy; University of Florence (C.B., L.G., R.G.), Florence, Italy; University Hospital Erlangen (I.B.), Germany; Columbia University (M.R.W., P.D.C.), New York, NY; Neurorehabilitation and Epileptology (T.H., I.M.), Vogtareuth, Germany; PMU Salzburg (T.H.), Austria; Yonsei University College of Medicine (H.-C.K., H.J.S.), Seoul, Republic of Korea; Rothschild Foundation Hospital (M.C.), Paris, France; Krankenhaus Mara (C.G.B., F.G.W., A.G., T.P.), Bielefeld University, Medical School, Germany; Charles University (B.H., B.S., L.K., P.K.), 2nd Faculty of Medicine and Motol University Hospital, Prague, Czech Republic; Stanford University (B.E.P., H.V.), School of Medicine Stanford, CA; Boston Children's Hospital and Harvard Medical School (H.G.W.L., E.Y., A.P.), MA; Society of Epilepsy Research (F.G.W.), Bielefeld, Germany; Case Western Reserve University (J.A.L.-R.), OH; Cleveland Clinic (J.A.L.-R., D.L.), Cleveland, OH; Sorbonne University (Sara Baldassari, Stéphanie Baulac), Paris Brain Institute (ICM), INSERM, CNRS, AP-HP, Pitié-Salpêtrière Hospital, France; Lucile Packard Children's Hospital at Stanford University (G.A.G.), School of Medicine Stanford, CA; Korea Advanced Institute of Science and Technology (A.K., J.H.L.), Daejeon, South Korea; University of Maryland School of Medicine (P.B.C.), Baltimore, MD; and Broad Institute of Harvard and M.I.T (D.L.), Cambridge, MA
| | - Mathilde Chipaux
- From the IRCCS Meyer Children's Hospital (C.B., V.C., L.D.I., L.M., R.G.), Florence, Italy; University of Florence (C.B., L.G., R.G.), Florence, Italy; University Hospital Erlangen (I.B.), Germany; Columbia University (M.R.W., P.D.C.), New York, NY; Neurorehabilitation and Epileptology (T.H., I.M.), Vogtareuth, Germany; PMU Salzburg (T.H.), Austria; Yonsei University College of Medicine (H.-C.K., H.J.S.), Seoul, Republic of Korea; Rothschild Foundation Hospital (M.C.), Paris, France; Krankenhaus Mara (C.G.B., F.G.W., A.G., T.P.), Bielefeld University, Medical School, Germany; Charles University (B.H., B.S., L.K., P.K.), 2nd Faculty of Medicine and Motol University Hospital, Prague, Czech Republic; Stanford University (B.E.P., H.V.), School of Medicine Stanford, CA; Boston Children's Hospital and Harvard Medical School (H.G.W.L., E.Y., A.P.), MA; Society of Epilepsy Research (F.G.W.), Bielefeld, Germany; Case Western Reserve University (J.A.L.-R.), OH; Cleveland Clinic (J.A.L.-R., D.L.), Cleveland, OH; Sorbonne University (Sara Baldassari, Stéphanie Baulac), Paris Brain Institute (ICM), INSERM, CNRS, AP-HP, Pitié-Salpêtrière Hospital, France; Lucile Packard Children's Hospital at Stanford University (G.A.G.), School of Medicine Stanford, CA; Korea Advanced Institute of Science and Technology (A.K., J.H.L.), Daejeon, South Korea; University of Maryland School of Medicine (P.B.C.), Baltimore, MD; and Broad Institute of Harvard and M.I.T (D.L.), Cambridge, MA
| | - Christian G Bien
- From the IRCCS Meyer Children's Hospital (C.B., V.C., L.D.I., L.M., R.G.), Florence, Italy; University of Florence (C.B., L.G., R.G.), Florence, Italy; University Hospital Erlangen (I.B.), Germany; Columbia University (M.R.W., P.D.C.), New York, NY; Neurorehabilitation and Epileptology (T.H., I.M.), Vogtareuth, Germany; PMU Salzburg (T.H.), Austria; Yonsei University College of Medicine (H.-C.K., H.J.S.), Seoul, Republic of Korea; Rothschild Foundation Hospital (M.C.), Paris, France; Krankenhaus Mara (C.G.B., F.G.W., A.G., T.P.), Bielefeld University, Medical School, Germany; Charles University (B.H., B.S., L.K., P.K.), 2nd Faculty of Medicine and Motol University Hospital, Prague, Czech Republic; Stanford University (B.E.P., H.V.), School of Medicine Stanford, CA; Boston Children's Hospital and Harvard Medical School (H.G.W.L., E.Y., A.P.), MA; Society of Epilepsy Research (F.G.W.), Bielefeld, Germany; Case Western Reserve University (J.A.L.-R.), OH; Cleveland Clinic (J.A.L.-R., D.L.), Cleveland, OH; Sorbonne University (Sara Baldassari, Stéphanie Baulac), Paris Brain Institute (ICM), INSERM, CNRS, AP-HP, Pitié-Salpêtrière Hospital, France; Lucile Packard Children's Hospital at Stanford University (G.A.G.), School of Medicine Stanford, CA; Korea Advanced Institute of Science and Technology (A.K., J.H.L.), Daejeon, South Korea; University of Maryland School of Medicine (P.B.C.), Baltimore, MD; and Broad Institute of Harvard and M.I.T (D.L.), Cambridge, MA
| | - Barbora Heřmanovská
- From the IRCCS Meyer Children's Hospital (C.B., V.C., L.D.I., L.M., R.G.), Florence, Italy; University of Florence (C.B., L.G., R.G.), Florence, Italy; University Hospital Erlangen (I.B.), Germany; Columbia University (M.R.W., P.D.C.), New York, NY; Neurorehabilitation and Epileptology (T.H., I.M.), Vogtareuth, Germany; PMU Salzburg (T.H.), Austria; Yonsei University College of Medicine (H.-C.K., H.J.S.), Seoul, Republic of Korea; Rothschild Foundation Hospital (M.C.), Paris, France; Krankenhaus Mara (C.G.B., F.G.W., A.G., T.P.), Bielefeld University, Medical School, Germany; Charles University (B.H., B.S., L.K., P.K.), 2nd Faculty of Medicine and Motol University Hospital, Prague, Czech Republic; Stanford University (B.E.P., H.V.), School of Medicine Stanford, CA; Boston Children's Hospital and Harvard Medical School (H.G.W.L., E.Y., A.P.), MA; Society of Epilepsy Research (F.G.W.), Bielefeld, Germany; Case Western Reserve University (J.A.L.-R.), OH; Cleveland Clinic (J.A.L.-R., D.L.), Cleveland, OH; Sorbonne University (Sara Baldassari, Stéphanie Baulac), Paris Brain Institute (ICM), INSERM, CNRS, AP-HP, Pitié-Salpêtrière Hospital, France; Lucile Packard Children's Hospital at Stanford University (G.A.G.), School of Medicine Stanford, CA; Korea Advanced Institute of Science and Technology (A.K., J.H.L.), Daejeon, South Korea; University of Maryland School of Medicine (P.B.C.), Baltimore, MD; and Broad Institute of Harvard and M.I.T (D.L.), Cambridge, MA
| | - Brenda E Porter
- From the IRCCS Meyer Children's Hospital (C.B., V.C., L.D.I., L.M., R.G.), Florence, Italy; University of Florence (C.B., L.G., R.G.), Florence, Italy; University Hospital Erlangen (I.B.), Germany; Columbia University (M.R.W., P.D.C.), New York, NY; Neurorehabilitation and Epileptology (T.H., I.M.), Vogtareuth, Germany; PMU Salzburg (T.H.), Austria; Yonsei University College of Medicine (H.-C.K., H.J.S.), Seoul, Republic of Korea; Rothschild Foundation Hospital (M.C.), Paris, France; Krankenhaus Mara (C.G.B., F.G.W., A.G., T.P.), Bielefeld University, Medical School, Germany; Charles University (B.H., B.S., L.K., P.K.), 2nd Faculty of Medicine and Motol University Hospital, Prague, Czech Republic; Stanford University (B.E.P., H.V.), School of Medicine Stanford, CA; Boston Children's Hospital and Harvard Medical School (H.G.W.L., E.Y., A.P.), MA; Society of Epilepsy Research (F.G.W.), Bielefeld, Germany; Case Western Reserve University (J.A.L.-R.), OH; Cleveland Clinic (J.A.L.-R., D.L.), Cleveland, OH; Sorbonne University (Sara Baldassari, Stéphanie Baulac), Paris Brain Institute (ICM), INSERM, CNRS, AP-HP, Pitié-Salpêtrière Hospital, France; Lucile Packard Children's Hospital at Stanford University (G.A.G.), School of Medicine Stanford, CA; Korea Advanced Institute of Science and Technology (A.K., J.H.L.), Daejeon, South Korea; University of Maryland School of Medicine (P.B.C.), Baltimore, MD; and Broad Institute of Harvard and M.I.T (D.L.), Cambridge, MA
| | - Hart G W Lidov
- From the IRCCS Meyer Children's Hospital (C.B., V.C., L.D.I., L.M., R.G.), Florence, Italy; University of Florence (C.B., L.G., R.G.), Florence, Italy; University Hospital Erlangen (I.B.), Germany; Columbia University (M.R.W., P.D.C.), New York, NY; Neurorehabilitation and Epileptology (T.H., I.M.), Vogtareuth, Germany; PMU Salzburg (T.H.), Austria; Yonsei University College of Medicine (H.-C.K., H.J.S.), Seoul, Republic of Korea; Rothschild Foundation Hospital (M.C.), Paris, France; Krankenhaus Mara (C.G.B., F.G.W., A.G., T.P.), Bielefeld University, Medical School, Germany; Charles University (B.H., B.S., L.K., P.K.), 2nd Faculty of Medicine and Motol University Hospital, Prague, Czech Republic; Stanford University (B.E.P., H.V.), School of Medicine Stanford, CA; Boston Children's Hospital and Harvard Medical School (H.G.W.L., E.Y., A.P.), MA; Society of Epilepsy Research (F.G.W.), Bielefeld, Germany; Case Western Reserve University (J.A.L.-R.), OH; Cleveland Clinic (J.A.L.-R., D.L.), Cleveland, OH; Sorbonne University (Sara Baldassari, Stéphanie Baulac), Paris Brain Institute (ICM), INSERM, CNRS, AP-HP, Pitié-Salpêtrière Hospital, France; Lucile Packard Children's Hospital at Stanford University (G.A.G.), School of Medicine Stanford, CA; Korea Advanced Institute of Science and Technology (A.K., J.H.L.), Daejeon, South Korea; University of Maryland School of Medicine (P.B.C.), Baltimore, MD; and Broad Institute of Harvard and M.I.T (D.L.), Cambridge, MA
| | - Valentina Cetica
- From the IRCCS Meyer Children's Hospital (C.B., V.C., L.D.I., L.M., R.G.), Florence, Italy; University of Florence (C.B., L.G., R.G.), Florence, Italy; University Hospital Erlangen (I.B.), Germany; Columbia University (M.R.W., P.D.C.), New York, NY; Neurorehabilitation and Epileptology (T.H., I.M.), Vogtareuth, Germany; PMU Salzburg (T.H.), Austria; Yonsei University College of Medicine (H.-C.K., H.J.S.), Seoul, Republic of Korea; Rothschild Foundation Hospital (M.C.), Paris, France; Krankenhaus Mara (C.G.B., F.G.W., A.G., T.P.), Bielefeld University, Medical School, Germany; Charles University (B.H., B.S., L.K., P.K.), 2nd Faculty of Medicine and Motol University Hospital, Prague, Czech Republic; Stanford University (B.E.P., H.V.), School of Medicine Stanford, CA; Boston Children's Hospital and Harvard Medical School (H.G.W.L., E.Y., A.P.), MA; Society of Epilepsy Research (F.G.W.), Bielefeld, Germany; Case Western Reserve University (J.A.L.-R.), OH; Cleveland Clinic (J.A.L.-R., D.L.), Cleveland, OH; Sorbonne University (Sara Baldassari, Stéphanie Baulac), Paris Brain Institute (ICM), INSERM, CNRS, AP-HP, Pitié-Salpêtrière Hospital, France; Lucile Packard Children's Hospital at Stanford University (G.A.G.), School of Medicine Stanford, CA; Korea Advanced Institute of Science and Technology (A.K., J.H.L.), Daejeon, South Korea; University of Maryland School of Medicine (P.B.C.), Baltimore, MD; and Broad Institute of Harvard and M.I.T (D.L.), Cambridge, MA
| | - Friedrich G Woermann
- From the IRCCS Meyer Children's Hospital (C.B., V.C., L.D.I., L.M., R.G.), Florence, Italy; University of Florence (C.B., L.G., R.G.), Florence, Italy; University Hospital Erlangen (I.B.), Germany; Columbia University (M.R.W., P.D.C.), New York, NY; Neurorehabilitation and Epileptology (T.H., I.M.), Vogtareuth, Germany; PMU Salzburg (T.H.), Austria; Yonsei University College of Medicine (H.-C.K., H.J.S.), Seoul, Republic of Korea; Rothschild Foundation Hospital (M.C.), Paris, France; Krankenhaus Mara (C.G.B., F.G.W., A.G., T.P.), Bielefeld University, Medical School, Germany; Charles University (B.H., B.S., L.K., P.K.), 2nd Faculty of Medicine and Motol University Hospital, Prague, Czech Republic; Stanford University (B.E.P., H.V.), School of Medicine Stanford, CA; Boston Children's Hospital and Harvard Medical School (H.G.W.L., E.Y., A.P.), MA; Society of Epilepsy Research (F.G.W.), Bielefeld, Germany; Case Western Reserve University (J.A.L.-R.), OH; Cleveland Clinic (J.A.L.-R., D.L.), Cleveland, OH; Sorbonne University (Sara Baldassari, Stéphanie Baulac), Paris Brain Institute (ICM), INSERM, CNRS, AP-HP, Pitié-Salpêtrière Hospital, France; Lucile Packard Children's Hospital at Stanford University (G.A.G.), School of Medicine Stanford, CA; Korea Advanced Institute of Science and Technology (A.K., J.H.L.), Daejeon, South Korea; University of Maryland School of Medicine (P.B.C.), Baltimore, MD; and Broad Institute of Harvard and M.I.T (D.L.), Cambridge, MA
| | - Javier A Lopez-Rivera
- From the IRCCS Meyer Children's Hospital (C.B., V.C., L.D.I., L.M., R.G.), Florence, Italy; University of Florence (C.B., L.G., R.G.), Florence, Italy; University Hospital Erlangen (I.B.), Germany; Columbia University (M.R.W., P.D.C.), New York, NY; Neurorehabilitation and Epileptology (T.H., I.M.), Vogtareuth, Germany; PMU Salzburg (T.H.), Austria; Yonsei University College of Medicine (H.-C.K., H.J.S.), Seoul, Republic of Korea; Rothschild Foundation Hospital (M.C.), Paris, France; Krankenhaus Mara (C.G.B., F.G.W., A.G., T.P.), Bielefeld University, Medical School, Germany; Charles University (B.H., B.S., L.K., P.K.), 2nd Faculty of Medicine and Motol University Hospital, Prague, Czech Republic; Stanford University (B.E.P., H.V.), School of Medicine Stanford, CA; Boston Children's Hospital and Harvard Medical School (H.G.W.L., E.Y., A.P.), MA; Society of Epilepsy Research (F.G.W.), Bielefeld, Germany; Case Western Reserve University (J.A.L.-R.), OH; Cleveland Clinic (J.A.L.-R., D.L.), Cleveland, OH; Sorbonne University (Sara Baldassari, Stéphanie Baulac), Paris Brain Institute (ICM), INSERM, CNRS, AP-HP, Pitié-Salpêtrière Hospital, France; Lucile Packard Children's Hospital at Stanford University (G.A.G.), School of Medicine Stanford, CA; Korea Advanced Institute of Science and Technology (A.K., J.H.L.), Daejeon, South Korea; University of Maryland School of Medicine (P.B.C.), Baltimore, MD; and Broad Institute of Harvard and M.I.T (D.L.), Cambridge, MA
| | - Peter D Canoll
- From the IRCCS Meyer Children's Hospital (C.B., V.C., L.D.I., L.M., R.G.), Florence, Italy; University of Florence (C.B., L.G., R.G.), Florence, Italy; University Hospital Erlangen (I.B.), Germany; Columbia University (M.R.W., P.D.C.), New York, NY; Neurorehabilitation and Epileptology (T.H., I.M.), Vogtareuth, Germany; PMU Salzburg (T.H.), Austria; Yonsei University College of Medicine (H.-C.K., H.J.S.), Seoul, Republic of Korea; Rothschild Foundation Hospital (M.C.), Paris, France; Krankenhaus Mara (C.G.B., F.G.W., A.G., T.P.), Bielefeld University, Medical School, Germany; Charles University (B.H., B.S., L.K., P.K.), 2nd Faculty of Medicine and Motol University Hospital, Prague, Czech Republic; Stanford University (B.E.P., H.V.), School of Medicine Stanford, CA; Boston Children's Hospital and Harvard Medical School (H.G.W.L., E.Y., A.P.), MA; Society of Epilepsy Research (F.G.W.), Bielefeld, Germany; Case Western Reserve University (J.A.L.-R.), OH; Cleveland Clinic (J.A.L.-R., D.L.), Cleveland, OH; Sorbonne University (Sara Baldassari, Stéphanie Baulac), Paris Brain Institute (ICM), INSERM, CNRS, AP-HP, Pitié-Salpêtrière Hospital, France; Lucile Packard Children's Hospital at Stanford University (G.A.G.), School of Medicine Stanford, CA; Korea Advanced Institute of Science and Technology (A.K., J.H.L.), Daejeon, South Korea; University of Maryland School of Medicine (P.B.C.), Baltimore, MD; and Broad Institute of Harvard and M.I.T (D.L.), Cambridge, MA
| | - Irina Mader
- From the IRCCS Meyer Children's Hospital (C.B., V.C., L.D.I., L.M., R.G.), Florence, Italy; University of Florence (C.B., L.G., R.G.), Florence, Italy; University Hospital Erlangen (I.B.), Germany; Columbia University (M.R.W., P.D.C.), New York, NY; Neurorehabilitation and Epileptology (T.H., I.M.), Vogtareuth, Germany; PMU Salzburg (T.H.), Austria; Yonsei University College of Medicine (H.-C.K., H.J.S.), Seoul, Republic of Korea; Rothschild Foundation Hospital (M.C.), Paris, France; Krankenhaus Mara (C.G.B., F.G.W., A.G., T.P.), Bielefeld University, Medical School, Germany; Charles University (B.H., B.S., L.K., P.K.), 2nd Faculty of Medicine and Motol University Hospital, Prague, Czech Republic; Stanford University (B.E.P., H.V.), School of Medicine Stanford, CA; Boston Children's Hospital and Harvard Medical School (H.G.W.L., E.Y., A.P.), MA; Society of Epilepsy Research (F.G.W.), Bielefeld, Germany; Case Western Reserve University (J.A.L.-R.), OH; Cleveland Clinic (J.A.L.-R., D.L.), Cleveland, OH; Sorbonne University (Sara Baldassari, Stéphanie Baulac), Paris Brain Institute (ICM), INSERM, CNRS, AP-HP, Pitié-Salpêtrière Hospital, France; Lucile Packard Children's Hospital at Stanford University (G.A.G.), School of Medicine Stanford, CA; Korea Advanced Institute of Science and Technology (A.K., J.H.L.), Daejeon, South Korea; University of Maryland School of Medicine (P.B.C.), Baltimore, MD; and Broad Institute of Harvard and M.I.T (D.L.), Cambridge, MA
| | - Ludovico D'Incerti
- From the IRCCS Meyer Children's Hospital (C.B., V.C., L.D.I., L.M., R.G.), Florence, Italy; University of Florence (C.B., L.G., R.G.), Florence, Italy; University Hospital Erlangen (I.B.), Germany; Columbia University (M.R.W., P.D.C.), New York, NY; Neurorehabilitation and Epileptology (T.H., I.M.), Vogtareuth, Germany; PMU Salzburg (T.H.), Austria; Yonsei University College of Medicine (H.-C.K., H.J.S.), Seoul, Republic of Korea; Rothschild Foundation Hospital (M.C.), Paris, France; Krankenhaus Mara (C.G.B., F.G.W., A.G., T.P.), Bielefeld University, Medical School, Germany; Charles University (B.H., B.S., L.K., P.K.), 2nd Faculty of Medicine and Motol University Hospital, Prague, Czech Republic; Stanford University (B.E.P., H.V.), School of Medicine Stanford, CA; Boston Children's Hospital and Harvard Medical School (H.G.W.L., E.Y., A.P.), MA; Society of Epilepsy Research (F.G.W.), Bielefeld, Germany; Case Western Reserve University (J.A.L.-R.), OH; Cleveland Clinic (J.A.L.-R., D.L.), Cleveland, OH; Sorbonne University (Sara Baldassari, Stéphanie Baulac), Paris Brain Institute (ICM), INSERM, CNRS, AP-HP, Pitié-Salpêtrière Hospital, France; Lucile Packard Children's Hospital at Stanford University (G.A.G.), School of Medicine Stanford, CA; Korea Advanced Institute of Science and Technology (A.K., J.H.L.), Daejeon, South Korea; University of Maryland School of Medicine (P.B.C.), Baltimore, MD; and Broad Institute of Harvard and M.I.T (D.L.), Cambridge, MA
| | - Sara Baldassari
- From the IRCCS Meyer Children's Hospital (C.B., V.C., L.D.I., L.M., R.G.), Florence, Italy; University of Florence (C.B., L.G., R.G.), Florence, Italy; University Hospital Erlangen (I.B.), Germany; Columbia University (M.R.W., P.D.C.), New York, NY; Neurorehabilitation and Epileptology (T.H., I.M.), Vogtareuth, Germany; PMU Salzburg (T.H.), Austria; Yonsei University College of Medicine (H.-C.K., H.J.S.), Seoul, Republic of Korea; Rothschild Foundation Hospital (M.C.), Paris, France; Krankenhaus Mara (C.G.B., F.G.W., A.G., T.P.), Bielefeld University, Medical School, Germany; Charles University (B.H., B.S., L.K., P.K.), 2nd Faculty of Medicine and Motol University Hospital, Prague, Czech Republic; Stanford University (B.E.P., H.V.), School of Medicine Stanford, CA; Boston Children's Hospital and Harvard Medical School (H.G.W.L., E.Y., A.P.), MA; Society of Epilepsy Research (F.G.W.), Bielefeld, Germany; Case Western Reserve University (J.A.L.-R.), OH; Cleveland Clinic (J.A.L.-R., D.L.), Cleveland, OH; Sorbonne University (Sara Baldassari, Stéphanie Baulac), Paris Brain Institute (ICM), INSERM, CNRS, AP-HP, Pitié-Salpêtrière Hospital, France; Lucile Packard Children's Hospital at Stanford University (G.A.G.), School of Medicine Stanford, CA; Korea Advanced Institute of Science and Technology (A.K., J.H.L.), Daejeon, South Korea; University of Maryland School of Medicine (P.B.C.), Baltimore, MD; and Broad Institute of Harvard and M.I.T (D.L.), Cambridge, MA
| | - Edward Yang
- From the IRCCS Meyer Children's Hospital (C.B., V.C., L.D.I., L.M., R.G.), Florence, Italy; University of Florence (C.B., L.G., R.G.), Florence, Italy; University Hospital Erlangen (I.B.), Germany; Columbia University (M.R.W., P.D.C.), New York, NY; Neurorehabilitation and Epileptology (T.H., I.M.), Vogtareuth, Germany; PMU Salzburg (T.H.), Austria; Yonsei University College of Medicine (H.-C.K., H.J.S.), Seoul, Republic of Korea; Rothschild Foundation Hospital (M.C.), Paris, France; Krankenhaus Mara (C.G.B., F.G.W., A.G., T.P.), Bielefeld University, Medical School, Germany; Charles University (B.H., B.S., L.K., P.K.), 2nd Faculty of Medicine and Motol University Hospital, Prague, Czech Republic; Stanford University (B.E.P., H.V.), School of Medicine Stanford, CA; Boston Children's Hospital and Harvard Medical School (H.G.W.L., E.Y., A.P.), MA; Society of Epilepsy Research (F.G.W.), Bielefeld, Germany; Case Western Reserve University (J.A.L.-R.), OH; Cleveland Clinic (J.A.L.-R., D.L.), Cleveland, OH; Sorbonne University (Sara Baldassari, Stéphanie Baulac), Paris Brain Institute (ICM), INSERM, CNRS, AP-HP, Pitié-Salpêtrière Hospital, France; Lucile Packard Children's Hospital at Stanford University (G.A.G.), School of Medicine Stanford, CA; Korea Advanced Institute of Science and Technology (A.K., J.H.L.), Daejeon, South Korea; University of Maryland School of Medicine (P.B.C.), Baltimore, MD; and Broad Institute of Harvard and M.I.T (D.L.), Cambridge, MA
| | - Ahmed Gaballa
- From the IRCCS Meyer Children's Hospital (C.B., V.C., L.D.I., L.M., R.G.), Florence, Italy; University of Florence (C.B., L.G., R.G.), Florence, Italy; University Hospital Erlangen (I.B.), Germany; Columbia University (M.R.W., P.D.C.), New York, NY; Neurorehabilitation and Epileptology (T.H., I.M.), Vogtareuth, Germany; PMU Salzburg (T.H.), Austria; Yonsei University College of Medicine (H.-C.K., H.J.S.), Seoul, Republic of Korea; Rothschild Foundation Hospital (M.C.), Paris, France; Krankenhaus Mara (C.G.B., F.G.W., A.G., T.P.), Bielefeld University, Medical School, Germany; Charles University (B.H., B.S., L.K., P.K.), 2nd Faculty of Medicine and Motol University Hospital, Prague, Czech Republic; Stanford University (B.E.P., H.V.), School of Medicine Stanford, CA; Boston Children's Hospital and Harvard Medical School (H.G.W.L., E.Y., A.P.), MA; Society of Epilepsy Research (F.G.W.), Bielefeld, Germany; Case Western Reserve University (J.A.L.-R.), OH; Cleveland Clinic (J.A.L.-R., D.L.), Cleveland, OH; Sorbonne University (Sara Baldassari, Stéphanie Baulac), Paris Brain Institute (ICM), INSERM, CNRS, AP-HP, Pitié-Salpêtrière Hospital, France; Lucile Packard Children's Hospital at Stanford University (G.A.G.), School of Medicine Stanford, CA; Korea Advanced Institute of Science and Technology (A.K., J.H.L.), Daejeon, South Korea; University of Maryland School of Medicine (P.B.C.), Baltimore, MD; and Broad Institute of Harvard and M.I.T (D.L.), Cambridge, MA
| | - Hannes Vogel
- From the IRCCS Meyer Children's Hospital (C.B., V.C., L.D.I., L.M., R.G.), Florence, Italy; University of Florence (C.B., L.G., R.G.), Florence, Italy; University Hospital Erlangen (I.B.), Germany; Columbia University (M.R.W., P.D.C.), New York, NY; Neurorehabilitation and Epileptology (T.H., I.M.), Vogtareuth, Germany; PMU Salzburg (T.H.), Austria; Yonsei University College of Medicine (H.-C.K., H.J.S.), Seoul, Republic of Korea; Rothschild Foundation Hospital (M.C.), Paris, France; Krankenhaus Mara (C.G.B., F.G.W., A.G., T.P.), Bielefeld University, Medical School, Germany; Charles University (B.H., B.S., L.K., P.K.), 2nd Faculty of Medicine and Motol University Hospital, Prague, Czech Republic; Stanford University (B.E.P., H.V.), School of Medicine Stanford, CA; Boston Children's Hospital and Harvard Medical School (H.G.W.L., E.Y., A.P.), MA; Society of Epilepsy Research (F.G.W.), Bielefeld, Germany; Case Western Reserve University (J.A.L.-R.), OH; Cleveland Clinic (J.A.L.-R., D.L.), Cleveland, OH; Sorbonne University (Sara Baldassari, Stéphanie Baulac), Paris Brain Institute (ICM), INSERM, CNRS, AP-HP, Pitié-Salpêtrière Hospital, France; Lucile Packard Children's Hospital at Stanford University (G.A.G.), School of Medicine Stanford, CA; Korea Advanced Institute of Science and Technology (A.K., J.H.L.), Daejeon, South Korea; University of Maryland School of Medicine (P.B.C.), Baltimore, MD; and Broad Institute of Harvard and M.I.T (D.L.), Cambridge, MA
| | - Barbora Straka
- From the IRCCS Meyer Children's Hospital (C.B., V.C., L.D.I., L.M., R.G.), Florence, Italy; University of Florence (C.B., L.G., R.G.), Florence, Italy; University Hospital Erlangen (I.B.), Germany; Columbia University (M.R.W., P.D.C.), New York, NY; Neurorehabilitation and Epileptology (T.H., I.M.), Vogtareuth, Germany; PMU Salzburg (T.H.), Austria; Yonsei University College of Medicine (H.-C.K., H.J.S.), Seoul, Republic of Korea; Rothschild Foundation Hospital (M.C.), Paris, France; Krankenhaus Mara (C.G.B., F.G.W., A.G., T.P.), Bielefeld University, Medical School, Germany; Charles University (B.H., B.S., L.K., P.K.), 2nd Faculty of Medicine and Motol University Hospital, Prague, Czech Republic; Stanford University (B.E.P., H.V.), School of Medicine Stanford, CA; Boston Children's Hospital and Harvard Medical School (H.G.W.L., E.Y., A.P.), MA; Society of Epilepsy Research (F.G.W.), Bielefeld, Germany; Case Western Reserve University (J.A.L.-R.), OH; Cleveland Clinic (J.A.L.-R., D.L.), Cleveland, OH; Sorbonne University (Sara Baldassari, Stéphanie Baulac), Paris Brain Institute (ICM), INSERM, CNRS, AP-HP, Pitié-Salpêtrière Hospital, France; Lucile Packard Children's Hospital at Stanford University (G.A.G.), School of Medicine Stanford, CA; Korea Advanced Institute of Science and Technology (A.K., J.H.L.), Daejeon, South Korea; University of Maryland School of Medicine (P.B.C.), Baltimore, MD; and Broad Institute of Harvard and M.I.T (D.L.), Cambridge, MA
| | - Letizia Macconi
- From the IRCCS Meyer Children's Hospital (C.B., V.C., L.D.I., L.M., R.G.), Florence, Italy; University of Florence (C.B., L.G., R.G.), Florence, Italy; University Hospital Erlangen (I.B.), Germany; Columbia University (M.R.W., P.D.C.), New York, NY; Neurorehabilitation and Epileptology (T.H., I.M.), Vogtareuth, Germany; PMU Salzburg (T.H.), Austria; Yonsei University College of Medicine (H.-C.K., H.J.S.), Seoul, Republic of Korea; Rothschild Foundation Hospital (M.C.), Paris, France; Krankenhaus Mara (C.G.B., F.G.W., A.G., T.P.), Bielefeld University, Medical School, Germany; Charles University (B.H., B.S., L.K., P.K.), 2nd Faculty of Medicine and Motol University Hospital, Prague, Czech Republic; Stanford University (B.E.P., H.V.), School of Medicine Stanford, CA; Boston Children's Hospital and Harvard Medical School (H.G.W.L., E.Y., A.P.), MA; Society of Epilepsy Research (F.G.W.), Bielefeld, Germany; Case Western Reserve University (J.A.L.-R.), OH; Cleveland Clinic (J.A.L.-R., D.L.), Cleveland, OH; Sorbonne University (Sara Baldassari, Stéphanie Baulac), Paris Brain Institute (ICM), INSERM, CNRS, AP-HP, Pitié-Salpêtrière Hospital, France; Lucile Packard Children's Hospital at Stanford University (G.A.G.), School of Medicine Stanford, CA; Korea Advanced Institute of Science and Technology (A.K., J.H.L.), Daejeon, South Korea; University of Maryland School of Medicine (P.B.C.), Baltimore, MD; and Broad Institute of Harvard and M.I.T (D.L.), Cambridge, MA
| | - Tilman Polster
- From the IRCCS Meyer Children's Hospital (C.B., V.C., L.D.I., L.M., R.G.), Florence, Italy; University of Florence (C.B., L.G., R.G.), Florence, Italy; University Hospital Erlangen (I.B.), Germany; Columbia University (M.R.W., P.D.C.), New York, NY; Neurorehabilitation and Epileptology (T.H., I.M.), Vogtareuth, Germany; PMU Salzburg (T.H.), Austria; Yonsei University College of Medicine (H.-C.K., H.J.S.), Seoul, Republic of Korea; Rothschild Foundation Hospital (M.C.), Paris, France; Krankenhaus Mara (C.G.B., F.G.W., A.G., T.P.), Bielefeld University, Medical School, Germany; Charles University (B.H., B.S., L.K., P.K.), 2nd Faculty of Medicine and Motol University Hospital, Prague, Czech Republic; Stanford University (B.E.P., H.V.), School of Medicine Stanford, CA; Boston Children's Hospital and Harvard Medical School (H.G.W.L., E.Y., A.P.), MA; Society of Epilepsy Research (F.G.W.), Bielefeld, Germany; Case Western Reserve University (J.A.L.-R.), OH; Cleveland Clinic (J.A.L.-R., D.L.), Cleveland, OH; Sorbonne University (Sara Baldassari, Stéphanie Baulac), Paris Brain Institute (ICM), INSERM, CNRS, AP-HP, Pitié-Salpêtrière Hospital, France; Lucile Packard Children's Hospital at Stanford University (G.A.G.), School of Medicine Stanford, CA; Korea Advanced Institute of Science and Technology (A.K., J.H.L.), Daejeon, South Korea; University of Maryland School of Medicine (P.B.C.), Baltimore, MD; and Broad Institute of Harvard and M.I.T (D.L.), Cambridge, MA
| | - Gerald A Grant
- From the IRCCS Meyer Children's Hospital (C.B., V.C., L.D.I., L.M., R.G.), Florence, Italy; University of Florence (C.B., L.G., R.G.), Florence, Italy; University Hospital Erlangen (I.B.), Germany; Columbia University (M.R.W., P.D.C.), New York, NY; Neurorehabilitation and Epileptology (T.H., I.M.), Vogtareuth, Germany; PMU Salzburg (T.H.), Austria; Yonsei University College of Medicine (H.-C.K., H.J.S.), Seoul, Republic of Korea; Rothschild Foundation Hospital (M.C.), Paris, France; Krankenhaus Mara (C.G.B., F.G.W., A.G., T.P.), Bielefeld University, Medical School, Germany; Charles University (B.H., B.S., L.K., P.K.), 2nd Faculty of Medicine and Motol University Hospital, Prague, Czech Republic; Stanford University (B.E.P., H.V.), School of Medicine Stanford, CA; Boston Children's Hospital and Harvard Medical School (H.G.W.L., E.Y., A.P.), MA; Society of Epilepsy Research (F.G.W.), Bielefeld, Germany; Case Western Reserve University (J.A.L.-R.), OH; Cleveland Clinic (J.A.L.-R., D.L.), Cleveland, OH; Sorbonne University (Sara Baldassari, Stéphanie Baulac), Paris Brain Institute (ICM), INSERM, CNRS, AP-HP, Pitié-Salpêtrière Hospital, France; Lucile Packard Children's Hospital at Stanford University (G.A.G.), School of Medicine Stanford, CA; Korea Advanced Institute of Science and Technology (A.K., J.H.L.), Daejeon, South Korea; University of Maryland School of Medicine (P.B.C.), Baltimore, MD; and Broad Institute of Harvard and M.I.T (D.L.), Cambridge, MA
| | - Lenka Krsková
- From the IRCCS Meyer Children's Hospital (C.B., V.C., L.D.I., L.M., R.G.), Florence, Italy; University of Florence (C.B., L.G., R.G.), Florence, Italy; University Hospital Erlangen (I.B.), Germany; Columbia University (M.R.W., P.D.C.), New York, NY; Neurorehabilitation and Epileptology (T.H., I.M.), Vogtareuth, Germany; PMU Salzburg (T.H.), Austria; Yonsei University College of Medicine (H.-C.K., H.J.S.), Seoul, Republic of Korea; Rothschild Foundation Hospital (M.C.), Paris, France; Krankenhaus Mara (C.G.B., F.G.W., A.G., T.P.), Bielefeld University, Medical School, Germany; Charles University (B.H., B.S., L.K., P.K.), 2nd Faculty of Medicine and Motol University Hospital, Prague, Czech Republic; Stanford University (B.E.P., H.V.), School of Medicine Stanford, CA; Boston Children's Hospital and Harvard Medical School (H.G.W.L., E.Y., A.P.), MA; Society of Epilepsy Research (F.G.W.), Bielefeld, Germany; Case Western Reserve University (J.A.L.-R.), OH; Cleveland Clinic (J.A.L.-R., D.L.), Cleveland, OH; Sorbonne University (Sara Baldassari, Stéphanie Baulac), Paris Brain Institute (ICM), INSERM, CNRS, AP-HP, Pitié-Salpêtrière Hospital, France; Lucile Packard Children's Hospital at Stanford University (G.A.G.), School of Medicine Stanford, CA; Korea Advanced Institute of Science and Technology (A.K., J.H.L.), Daejeon, South Korea; University of Maryland School of Medicine (P.B.C.), Baltimore, MD; and Broad Institute of Harvard and M.I.T (D.L.), Cambridge, MA
| | - Hui Jin Shin
- From the IRCCS Meyer Children's Hospital (C.B., V.C., L.D.I., L.M., R.G.), Florence, Italy; University of Florence (C.B., L.G., R.G.), Florence, Italy; University Hospital Erlangen (I.B.), Germany; Columbia University (M.R.W., P.D.C.), New York, NY; Neurorehabilitation and Epileptology (T.H., I.M.), Vogtareuth, Germany; PMU Salzburg (T.H.), Austria; Yonsei University College of Medicine (H.-C.K., H.J.S.), Seoul, Republic of Korea; Rothschild Foundation Hospital (M.C.), Paris, France; Krankenhaus Mara (C.G.B., F.G.W., A.G., T.P.), Bielefeld University, Medical School, Germany; Charles University (B.H., B.S., L.K., P.K.), 2nd Faculty of Medicine and Motol University Hospital, Prague, Czech Republic; Stanford University (B.E.P., H.V.), School of Medicine Stanford, CA; Boston Children's Hospital and Harvard Medical School (H.G.W.L., E.Y., A.P.), MA; Society of Epilepsy Research (F.G.W.), Bielefeld, Germany; Case Western Reserve University (J.A.L.-R.), OH; Cleveland Clinic (J.A.L.-R., D.L.), Cleveland, OH; Sorbonne University (Sara Baldassari, Stéphanie Baulac), Paris Brain Institute (ICM), INSERM, CNRS, AP-HP, Pitié-Salpêtrière Hospital, France; Lucile Packard Children's Hospital at Stanford University (G.A.G.), School of Medicine Stanford, CA; Korea Advanced Institute of Science and Technology (A.K., J.H.L.), Daejeon, South Korea; University of Maryland School of Medicine (P.B.C.), Baltimore, MD; and Broad Institute of Harvard and M.I.T (D.L.), Cambridge, MA
| | - Ara Ko
- From the IRCCS Meyer Children's Hospital (C.B., V.C., L.D.I., L.M., R.G.), Florence, Italy; University of Florence (C.B., L.G., R.G.), Florence, Italy; University Hospital Erlangen (I.B.), Germany; Columbia University (M.R.W., P.D.C.), New York, NY; Neurorehabilitation and Epileptology (T.H., I.M.), Vogtareuth, Germany; PMU Salzburg (T.H.), Austria; Yonsei University College of Medicine (H.-C.K., H.J.S.), Seoul, Republic of Korea; Rothschild Foundation Hospital (M.C.), Paris, France; Krankenhaus Mara (C.G.B., F.G.W., A.G., T.P.), Bielefeld University, Medical School, Germany; Charles University (B.H., B.S., L.K., P.K.), 2nd Faculty of Medicine and Motol University Hospital, Prague, Czech Republic; Stanford University (B.E.P., H.V.), School of Medicine Stanford, CA; Boston Children's Hospital and Harvard Medical School (H.G.W.L., E.Y., A.P.), MA; Society of Epilepsy Research (F.G.W.), Bielefeld, Germany; Case Western Reserve University (J.A.L.-R.), OH; Cleveland Clinic (J.A.L.-R., D.L.), Cleveland, OH; Sorbonne University (Sara Baldassari, Stéphanie Baulac), Paris Brain Institute (ICM), INSERM, CNRS, AP-HP, Pitié-Salpêtrière Hospital, France; Lucile Packard Children's Hospital at Stanford University (G.A.G.), School of Medicine Stanford, CA; Korea Advanced Institute of Science and Technology (A.K., J.H.L.), Daejeon, South Korea; University of Maryland School of Medicine (P.B.C.), Baltimore, MD; and Broad Institute of Harvard and M.I.T (D.L.), Cambridge, MA
| | - Peter B Crino
- From the IRCCS Meyer Children's Hospital (C.B., V.C., L.D.I., L.M., R.G.), Florence, Italy; University of Florence (C.B., L.G., R.G.), Florence, Italy; University Hospital Erlangen (I.B.), Germany; Columbia University (M.R.W., P.D.C.), New York, NY; Neurorehabilitation and Epileptology (T.H., I.M.), Vogtareuth, Germany; PMU Salzburg (T.H.), Austria; Yonsei University College of Medicine (H.-C.K., H.J.S.), Seoul, Republic of Korea; Rothschild Foundation Hospital (M.C.), Paris, France; Krankenhaus Mara (C.G.B., F.G.W., A.G., T.P.), Bielefeld University, Medical School, Germany; Charles University (B.H., B.S., L.K., P.K.), 2nd Faculty of Medicine and Motol University Hospital, Prague, Czech Republic; Stanford University (B.E.P., H.V.), School of Medicine Stanford, CA; Boston Children's Hospital and Harvard Medical School (H.G.W.L., E.Y., A.P.), MA; Society of Epilepsy Research (F.G.W.), Bielefeld, Germany; Case Western Reserve University (J.A.L.-R.), OH; Cleveland Clinic (J.A.L.-R., D.L.), Cleveland, OH; Sorbonne University (Sara Baldassari, Stéphanie Baulac), Paris Brain Institute (ICM), INSERM, CNRS, AP-HP, Pitié-Salpêtrière Hospital, France; Lucile Packard Children's Hospital at Stanford University (G.A.G.), School of Medicine Stanford, CA; Korea Advanced Institute of Science and Technology (A.K., J.H.L.), Daejeon, South Korea; University of Maryland School of Medicine (P.B.C.), Baltimore, MD; and Broad Institute of Harvard and M.I.T (D.L.), Cambridge, MA
| | - Pavel Krsek
- From the IRCCS Meyer Children's Hospital (C.B., V.C., L.D.I., L.M., R.G.), Florence, Italy; University of Florence (C.B., L.G., R.G.), Florence, Italy; University Hospital Erlangen (I.B.), Germany; Columbia University (M.R.W., P.D.C.), New York, NY; Neurorehabilitation and Epileptology (T.H., I.M.), Vogtareuth, Germany; PMU Salzburg (T.H.), Austria; Yonsei University College of Medicine (H.-C.K., H.J.S.), Seoul, Republic of Korea; Rothschild Foundation Hospital (M.C.), Paris, France; Krankenhaus Mara (C.G.B., F.G.W., A.G., T.P.), Bielefeld University, Medical School, Germany; Charles University (B.H., B.S., L.K., P.K.), 2nd Faculty of Medicine and Motol University Hospital, Prague, Czech Republic; Stanford University (B.E.P., H.V.), School of Medicine Stanford, CA; Boston Children's Hospital and Harvard Medical School (H.G.W.L., E.Y., A.P.), MA; Society of Epilepsy Research (F.G.W.), Bielefeld, Germany; Case Western Reserve University (J.A.L.-R.), OH; Cleveland Clinic (J.A.L.-R., D.L.), Cleveland, OH; Sorbonne University (Sara Baldassari, Stéphanie Baulac), Paris Brain Institute (ICM), INSERM, CNRS, AP-HP, Pitié-Salpêtrière Hospital, France; Lucile Packard Children's Hospital at Stanford University (G.A.G.), School of Medicine Stanford, CA; Korea Advanced Institute of Science and Technology (A.K., J.H.L.), Daejeon, South Korea; University of Maryland School of Medicine (P.B.C.), Baltimore, MD; and Broad Institute of Harvard and M.I.T (D.L.), Cambridge, MA
| | - Jeong Ho Lee
- From the IRCCS Meyer Children's Hospital (C.B., V.C., L.D.I., L.M., R.G.), Florence, Italy; University of Florence (C.B., L.G., R.G.), Florence, Italy; University Hospital Erlangen (I.B.), Germany; Columbia University (M.R.W., P.D.C.), New York, NY; Neurorehabilitation and Epileptology (T.H., I.M.), Vogtareuth, Germany; PMU Salzburg (T.H.), Austria; Yonsei University College of Medicine (H.-C.K., H.J.S.), Seoul, Republic of Korea; Rothschild Foundation Hospital (M.C.), Paris, France; Krankenhaus Mara (C.G.B., F.G.W., A.G., T.P.), Bielefeld University, Medical School, Germany; Charles University (B.H., B.S., L.K., P.K.), 2nd Faculty of Medicine and Motol University Hospital, Prague, Czech Republic; Stanford University (B.E.P., H.V.), School of Medicine Stanford, CA; Boston Children's Hospital and Harvard Medical School (H.G.W.L., E.Y., A.P.), MA; Society of Epilepsy Research (F.G.W.), Bielefeld, Germany; Case Western Reserve University (J.A.L.-R.), OH; Cleveland Clinic (J.A.L.-R., D.L.), Cleveland, OH; Sorbonne University (Sara Baldassari, Stéphanie Baulac), Paris Brain Institute (ICM), INSERM, CNRS, AP-HP, Pitié-Salpêtrière Hospital, France; Lucile Packard Children's Hospital at Stanford University (G.A.G.), School of Medicine Stanford, CA; Korea Advanced Institute of Science and Technology (A.K., J.H.L.), Daejeon, South Korea; University of Maryland School of Medicine (P.B.C.), Baltimore, MD; and Broad Institute of Harvard and M.I.T (D.L.), Cambridge, MA
| | - Dennis Lal
- From the IRCCS Meyer Children's Hospital (C.B., V.C., L.D.I., L.M., R.G.), Florence, Italy; University of Florence (C.B., L.G., R.G.), Florence, Italy; University Hospital Erlangen (I.B.), Germany; Columbia University (M.R.W., P.D.C.), New York, NY; Neurorehabilitation and Epileptology (T.H., I.M.), Vogtareuth, Germany; PMU Salzburg (T.H.), Austria; Yonsei University College of Medicine (H.-C.K., H.J.S.), Seoul, Republic of Korea; Rothschild Foundation Hospital (M.C.), Paris, France; Krankenhaus Mara (C.G.B., F.G.W., A.G., T.P.), Bielefeld University, Medical School, Germany; Charles University (B.H., B.S., L.K., P.K.), 2nd Faculty of Medicine and Motol University Hospital, Prague, Czech Republic; Stanford University (B.E.P., H.V.), School of Medicine Stanford, CA; Boston Children's Hospital and Harvard Medical School (H.G.W.L., E.Y., A.P.), MA; Society of Epilepsy Research (F.G.W.), Bielefeld, Germany; Case Western Reserve University (J.A.L.-R.), OH; Cleveland Clinic (J.A.L.-R., D.L.), Cleveland, OH; Sorbonne University (Sara Baldassari, Stéphanie Baulac), Paris Brain Institute (ICM), INSERM, CNRS, AP-HP, Pitié-Salpêtrière Hospital, France; Lucile Packard Children's Hospital at Stanford University (G.A.G.), School of Medicine Stanford, CA; Korea Advanced Institute of Science and Technology (A.K., J.H.L.), Daejeon, South Korea; University of Maryland School of Medicine (P.B.C.), Baltimore, MD; and Broad Institute of Harvard and M.I.T (D.L.), Cambridge, MA
| | - Stéphanie Baulac
- From the IRCCS Meyer Children's Hospital (C.B., V.C., L.D.I., L.M., R.G.), Florence, Italy; University of Florence (C.B., L.G., R.G.), Florence, Italy; University Hospital Erlangen (I.B.), Germany; Columbia University (M.R.W., P.D.C.), New York, NY; Neurorehabilitation and Epileptology (T.H., I.M.), Vogtareuth, Germany; PMU Salzburg (T.H.), Austria; Yonsei University College of Medicine (H.-C.K., H.J.S.), Seoul, Republic of Korea; Rothschild Foundation Hospital (M.C.), Paris, France; Krankenhaus Mara (C.G.B., F.G.W., A.G., T.P.), Bielefeld University, Medical School, Germany; Charles University (B.H., B.S., L.K., P.K.), 2nd Faculty of Medicine and Motol University Hospital, Prague, Czech Republic; Stanford University (B.E.P., H.V.), School of Medicine Stanford, CA; Boston Children's Hospital and Harvard Medical School (H.G.W.L., E.Y., A.P.), MA; Society of Epilepsy Research (F.G.W.), Bielefeld, Germany; Case Western Reserve University (J.A.L.-R.), OH; Cleveland Clinic (J.A.L.-R., D.L.), Cleveland, OH; Sorbonne University (Sara Baldassari, Stéphanie Baulac), Paris Brain Institute (ICM), INSERM, CNRS, AP-HP, Pitié-Salpêtrière Hospital, France; Lucile Packard Children's Hospital at Stanford University (G.A.G.), School of Medicine Stanford, CA; Korea Advanced Institute of Science and Technology (A.K., J.H.L.), Daejeon, South Korea; University of Maryland School of Medicine (P.B.C.), Baltimore, MD; and Broad Institute of Harvard and M.I.T (D.L.), Cambridge, MA
| | - Annapurna Poduri
- From the IRCCS Meyer Children's Hospital (C.B., V.C., L.D.I., L.M., R.G.), Florence, Italy; University of Florence (C.B., L.G., R.G.), Florence, Italy; University Hospital Erlangen (I.B.), Germany; Columbia University (M.R.W., P.D.C.), New York, NY; Neurorehabilitation and Epileptology (T.H., I.M.), Vogtareuth, Germany; PMU Salzburg (T.H.), Austria; Yonsei University College of Medicine (H.-C.K., H.J.S.), Seoul, Republic of Korea; Rothschild Foundation Hospital (M.C.), Paris, France; Krankenhaus Mara (C.G.B., F.G.W., A.G., T.P.), Bielefeld University, Medical School, Germany; Charles University (B.H., B.S., L.K., P.K.), 2nd Faculty of Medicine and Motol University Hospital, Prague, Czech Republic; Stanford University (B.E.P., H.V.), School of Medicine Stanford, CA; Boston Children's Hospital and Harvard Medical School (H.G.W.L., E.Y., A.P.), MA; Society of Epilepsy Research (F.G.W.), Bielefeld, Germany; Case Western Reserve University (J.A.L.-R.), OH; Cleveland Clinic (J.A.L.-R., D.L.), Cleveland, OH; Sorbonne University (Sara Baldassari, Stéphanie Baulac), Paris Brain Institute (ICM), INSERM, CNRS, AP-HP, Pitié-Salpêtrière Hospital, France; Lucile Packard Children's Hospital at Stanford University (G.A.G.), School of Medicine Stanford, CA; Korea Advanced Institute of Science and Technology (A.K., J.H.L.), Daejeon, South Korea; University of Maryland School of Medicine (P.B.C.), Baltimore, MD; and Broad Institute of Harvard and M.I.T (D.L.), Cambridge, MA
| | - Renzo Guerrini
- From the IRCCS Meyer Children's Hospital (C.B., V.C., L.D.I., L.M., R.G.), Florence, Italy; University of Florence (C.B., L.G., R.G.), Florence, Italy; University Hospital Erlangen (I.B.), Germany; Columbia University (M.R.W., P.D.C.), New York, NY; Neurorehabilitation and Epileptology (T.H., I.M.), Vogtareuth, Germany; PMU Salzburg (T.H.), Austria; Yonsei University College of Medicine (H.-C.K., H.J.S.), Seoul, Republic of Korea; Rothschild Foundation Hospital (M.C.), Paris, France; Krankenhaus Mara (C.G.B., F.G.W., A.G., T.P.), Bielefeld University, Medical School, Germany; Charles University (B.H., B.S., L.K., P.K.), 2nd Faculty of Medicine and Motol University Hospital, Prague, Czech Republic; Stanford University (B.E.P., H.V.), School of Medicine Stanford, CA; Boston Children's Hospital and Harvard Medical School (H.G.W.L., E.Y., A.P.), MA; Society of Epilepsy Research (F.G.W.), Bielefeld, Germany; Case Western Reserve University (J.A.L.-R.), OH; Cleveland Clinic (J.A.L.-R., D.L.), Cleveland, OH; Sorbonne University (Sara Baldassari, Stéphanie Baulac), Paris Brain Institute (ICM), INSERM, CNRS, AP-HP, Pitié-Salpêtrière Hospital, France; Lucile Packard Children's Hospital at Stanford University (G.A.G.), School of Medicine Stanford, CA; Korea Advanced Institute of Science and Technology (A.K., J.H.L.), Daejeon, South Korea; University of Maryland School of Medicine (P.B.C.), Baltimore, MD; and Broad Institute of Harvard and M.I.T (D.L.), Cambridge, MA
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18
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Nie EH, Ahmadian SS, Bharadwaj SN, Acosta-Alvarez L, Threlkeld ZD, Frank MJ, Miklos DB, Monje M, Scott BJ, Vogel H. Multifocal demyelinating leukoencephalopathy and oligodendroglial lineage cell loss with immune effector cell-associated neurotoxicity syndrome (ICANS) following CD19 CAR T-cell therapy for mantle cell lymphoma. J Neuropathol Exp Neurol 2023; 82:160-168. [PMID: 36592076 PMCID: PMC10655196 DOI: 10.1093/jnen/nlac121] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023] Open
Abstract
Immune effector cell-associated neurotoxicity syndrome (ICANS) is a prevalent condition seen after treatment with chimeric antigen receptor T-cell (CAR T) therapy and other cancer cell therapies. The underlying pathophysiology and neuropathology of the clinical syndrome are incompletely understood due to the limited availability of brain tissue evaluation from patient cases, and a lack of high-fidelity preclinical animal models for translational research. Here, we present the cellular and tissue neuropathologic analysis of a patient who experienced grade 4 ICANS after treatment with anti-CD19 CAR T therapy for mantle cell lymphoma. Our pathologic evaluation reveals a pattern of multifocal demyelinating leukoencephalopathy associated with a clinical course of severe ICANS. A focused analysis of glial subtypes further suggests region-specific oligodendrocyte lineage cell loss as a potential cellular and pathophysiologic correlate in severe ICANS. We propose a framework for the continuum of neuropathologic changes thus far reported across ICANS cases. Future elucidation of the mechanistic processes underlying ICANS will be critical in minimizing neurotoxicity following CAR T-cell and related immunotherapy treatments across oncologic and autoimmune diseases.
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Affiliation(s)
- Esther H Nie
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, California, USA
| | - Saman S Ahmadian
- Department of Pathology, Stanford University School of Medicine, Stanford, California, USA
| | - Sushma N Bharadwaj
- Division of Blood and Marrow Transplantation and Cellular Therapy, Department of Medicine, Stanford University School of Medicine, Stanford, California, USA
- Division of Hematology/Oncology, Department of Medicine, Stanford University School of Medicine, Stanford, California, USA
| | - Lehi Acosta-Alvarez
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, California, USA
| | - Zachary D Threlkeld
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, California, USA
| | - Matthew J Frank
- Division of Blood and Marrow Transplantation and Cellular Therapy, Department of Medicine, Stanford University School of Medicine, Stanford, California, USA
- Division of Hematology/Oncology, Department of Medicine, Stanford University School of Medicine, Stanford, California, USA
| | - David B Miklos
- Division of Blood and Marrow Transplantation and Cellular Therapy, Department of Medicine, Stanford University School of Medicine, Stanford, California, USA
- Division of Hematology/Oncology, Department of Medicine, Stanford University School of Medicine, Stanford, California, USA
| | - Michelle Monje
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, California, USA
| | - Brian J Scott
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, California, USA
| | - Hannes Vogel
- Department of Pathology, Stanford University School of Medicine, Stanford, California, USA
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19
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Thomas RP, Nagpal S, Iv M, Soltys SG, Bertrand S, Pelpola JS, Ball R, Yang J, Sundaram V, Chernikova SB, Lavezo J, Born D, Vogel H, Brown JM, Recht LD. Correction: Macrophage Exclusion after Radiation Therapy (MERT): A First-in-Human Phase I/II Trial using a CXCR4 Inhibitor in Glioblastoma. Clin Cancer Res 2023; 29:502. [PMID: 36647675 DOI: 10.1158/1078-0432.ccr-22-3712] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
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20
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Tlais D, Barros Guinle MI, Wheeler JR, Prolo LM, Vogel H, Partap S. CHEK2 mutations in pediatric brain tumors. Neurooncol Adv 2023; 5:vdad038. [PMID: 37207118 PMCID: PMC10191190 DOI: 10.1093/noajnl/vdad038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/21/2023] Open
Affiliation(s)
- Dana Tlais
- Corresponding Author: Dana Tlais, MD, Department of Neurology, Stanford University, 750 Welch Rd, Suite 317, Palo Alto, CA 94304, USA ()
| | | | - Joshua Riley Wheeler
- Department of Pathology and Neuropathology, Stanford University, Palo Alto, California, USA
| | - Laura M Prolo
- Department of Neurosurgery, Stanford University, Palo Alto, California, USA
| | - Hannes Vogel
- Department of Pathology and Neuropathology, Stanford University, Palo Alto, California, USA
| | - Sonia Partap
- Department of Neurology, Stanford University, Palo Alto, California, USA
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21
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Sun X, Klingbeil O, Lu B, Wu C, Ballon C, Ouyang M, Wu XS, Jin Y, Hwangbo Y, Huang YH, Somerville TDD, Chang K, Park J, Chung T, Lyons SK, Shi J, Vogel H, Schulder M, Vakoc CR, Mills AA. BRD8 maintains glioblastoma by epigenetic reprogramming of the p53 network. Nature 2023; 613:195-202. [PMID: 36544023 PMCID: PMC10189659 DOI: 10.1038/s41586-022-05551-x] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [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: 09/25/2020] [Accepted: 11/10/2022] [Indexed: 12/24/2022]
Abstract
Inhibition of the tumour suppressive function of p53 (encoded by TP53) is paramount for cancer development in humans. However, p53 remains unmutated in the majority of cases of glioblastoma (GBM)-the most common and deadly adult brain malignancy1,2. Thus, how p53-mediated tumour suppression is countered in TP53 wild-type (TP53WT) GBM is unknown. Here we describe a GBM-specific epigenetic mechanism in which the chromatin regulator bromodomain-containing protein 8 (BRD8) maintains H2AZ occupancy at p53 target loci through the EP400 histone acetyltransferase complex. This mechanism causes a repressive chromatin state that prevents transactivation by p53 and sustains proliferation. Notably, targeting the bromodomain of BRD8 displaces H2AZ, enhances chromatin accessibility and engages p53 transactivation. This in turn enforces cell cycle arrest and tumour suppression in TP53WT GBM. In line with these findings, BRD8 is highly expressed with H2AZ in proliferating single cells of patient-derived GBM, and is inversely correlated with CDKN1A, a canonical p53 target that encodes p21 (refs. 3,4). This work identifies BRD8 as a selective epigenetic vulnerability for a malignancy for which treatment has not improved for decades. Moreover, targeting the bromodomain of BRD8 may be a promising therapeutic strategy for patients with TP53WT GBM.
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Affiliation(s)
- Xueqin Sun
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, USA
| | - Olaf Klingbeil
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, USA
| | - Bin Lu
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, USA
| | - Caizhi Wu
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, USA
| | - Carlos Ballon
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, USA
| | - Meng Ouyang
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, USA
| | - Xiaoli S Wu
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, USA
- Genetics Program, Stony Brook University, Stony Brook, NY, USA
| | - Ying Jin
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, USA
| | - Yon Hwangbo
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, USA
| | - Yu-Han Huang
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, USA
| | | | - Kenneth Chang
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, USA
| | - Jung Park
- Department of Neurosurgery, Zucker School of Medicine at Hofstra Northwell, Lake Success, NY, USA
| | - Taemoon Chung
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, USA
| | - Scott K Lyons
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, USA
| | - Junwei Shi
- Department of Cancer Biology, University of Pennsylvania, Philadelphia, PA, USA
| | - Hannes Vogel
- Department of Pathology, Stanford University, Stanford, CA, USA
| | - Michael Schulder
- Department of Neurosurgery, Zucker School of Medicine at Hofstra Northwell, Lake Success, NY, USA
| | | | - Alea A Mills
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, USA.
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22
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Rogawski D, Nirschl J, McDonald J, Nie E, Schwartz N, Vogel H, Scott B, Gold C, Kipp L. A Rare Neuromyelitis Optica Mimic: Primary CNS Histiocytic Sarcoma. Neurology 2022. [DOI: 10.1212/01.wnl.0000903280.55740.ae] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
Abstract
ObjectiveNA.BackgroundNA.Design/MethodsNA.ResultsPrimary CNS histiocytic sarcoma is a rare hematolymphoid malignancy with features of mature histiocytes and carries a poor prognosis. We describe a unique case in which a 50-year-old woman presented with recurrent acute brainstem syndrome, area postrema syndrome, and myelitis with corresponding MRI lesions meeting diagnostic criteria for seronegative NMOSD. Despite initial improvement with steroids and plasma exchange, she experienced recurrent symptoms over ten months referable to new and persistently enhancing lesions. At autopsy, neuropathology revealed a diffusely infiltrative primary CNS histiocytic sarcoma. This case represents a rare clinicoradiologic mimic of NMOSD, underscoring the importance of evaluation for infiltrative diseases in cases of atypical seronegative NMOSD.ConclusionsNA.
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23
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Attardi LD, Flowers BM, Hanson K, Mulligan AS, Ferreira S, Bhattacharyya S, Vogel H, Wood LD, Sherman M. Abstract A051: Understanding the Arf-p53 axis in PDAC suppression. Cancer Res 2022. [DOI: 10.1158/1538-7445.panca22-a051] [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: 11/17/2022]
Abstract
Abstract
Understanding the gene regulatory networks that contribute to PDAC initiation and progression is critical for improving early detection and more effectively treating this disease. Activating mutations in KRAS are often accompanied by mutations in the TP53, CDKN2A, and SMAD4 tumor suppressor genes in ~72%, 30%, and 32% of PDAC cases (Raphael et al. 2017). Understanding the consequences of deletion of individual tumor suppressor genes can delineate specific genotype-phenotype correlations that can provide new clinical insights. Using a genetically engineered mouse PDAC model based on KrasG12D expression and tumor suppressor gene inactivation through Ptf1aCreER expression in adult acinar cells, we showed previously that p53 deletion or point mutation dramatically accelerates PDAC relative to mice with intact p53. To understand tumor evolution in mice with different p53 statuses, we analyzed the transcriptomic profiles of PDACs developing with intact or mutant p53 by spatial transcriptomics and both bulk and single cell RNA-sequencing. These experiments have provided insight into the pathways that become dysregulated as PDAC develops in the context of different p53 alleles. In addition, as oncogenic signals trigger p53 stabilization via the p19ARF (ARF) protein in some contexts, we sought to determine whether ARF acts upstream of p53 in PDAC suppression. Indeed, the frequent deletion of the CDKN2A locus, which encodes both the ARF and p16INK4A (p16) tumor suppressor genes, suggests the importance of both these genes in suppressing PDAC, but the specific role of ARF in PDAC suppression has not been tested. Using mouse models to definitively interrogate the importance of ARF in suppressing PDAC, we found that Arf inactivation promotes KrasG12D-driven PDAC, and with a latency similar to p53 inactivation. Interestingly, concurrent inactivation of both p53 and Arf accelerated oncogenic KRAS-driven PDAC development relative to p53 inactivation alone, suggesting a p53-independent role for ARF in PDAC suppression. Transcriptomic profiling of tumors from these mice revealed both p53-dependent and p53-independent programs of ARF-mediated tumor suppression, which provides insight into how tumors develop in the absence of ARF. Characterization of the immune and fibroblast components of the tumor microenvironment in tumors with intact tumor suppressors, p53 deficiency, Arf deficiency and combined p53;Arf deficiency reveals genotype-dependent differences, including different CAF profiles observed in tumors of different genotypes. Ongoing analysis of human PDAC will help to further parse the roles of ARF and p16 in human pancreatic cancer development. Together, these studies will help to illuminate how p53 and Arf inactivation contribute to cancer cell evolution and crosstalk with the tumor microenvironment during PDAC development, understanding with potential for improving clinical interventions in PDAC.
Citation Format: Laura D. Attardi, Brittany M. Flowers, Kathryn Hanson, Abigail S. Mulligan, Sofia Ferreira, Sohinee Bhattacharyya, Hannes Vogel, Laura D. Wood, Mara Sherman. Understanding the Arf-p53 axis in PDAC suppression [abstract]. In: Proceedings of the AACR Special Conference on Pancreatic Cancer; 2022 Sep 13-16; Boston, MA. Philadelphia (PA): AACR; Cancer Res 2022;82(22 Suppl):Abstract nr A051.
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Affiliation(s)
- Laura D. Attardi
- 1Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA,
| | | | - Kathryn Hanson
- 2Department of Radiation Oncology, Stanford University, Stanford, CA,
| | | | - Sofia Ferreira
- 2Department of Radiation Oncology, Stanford University, Stanford, CA,
| | | | - Hannes Vogel
- 4Department of Pathology, Stanford University School of Medicine, Stanford, CA,
| | - Laura D. Wood
- 5Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Mara Sherman
- 3Department of Cell, Oregon Health & Science University, Portland, OR,
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24
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Zhou Q, Aryal M, Leonel JV, Santoso M, Zlitni A, Vogel H, Cayrol R, Li G, Moseley M. EXTH-36. MRGFUS-DELIVERED FLUORESCENT EGFR/EGFRVIII ANTIBODY ENABLES THERANOSTIC IMAGING OF PEDIATRIC HIGH-GRADE GLIOMA AND PREDICTS RESPONSE TO TARGETED THERAPY. Neuro Oncol 2022. [DOI: 10.1093/neuonc/noac209.834] [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: 11/16/2022] Open
Abstract
Abstract
BACKGROUND
Pediatric high-grade glioma (pHGG) consists of the deadliest childhood brain cancers refractory to current therapies. Fluorescent antibodies against epidermal growth factor receptor (EGFR) have demonstrated clinical promise in image-guided surgery of adult gliomas. However, their potential theranostic use for pHGG remains unexamined. This study evaluated an EGFR/EGFRvIII-targeted imaging and treatment strategy as an alternative therapeutic approach for pHGG using tracer amount of fluorescent antibody delivered through blood-brain barrier modulation.
METHODS
Immunohistochemical stainings of EGFR, EGFRvIII and claudin-5 were performed on pHGG patient tissue (n = 66). In vitro competition assay assessed binding affinity of panitumumab-IRDye800 for EGFR/EGFRvIII on pHGG cells whose viability was measured upon panitumumab treatment. Mice with EGFR/EGFRvIII-positive orthotopic pHGG patient-derived xenografts received 1 mg/kg panitumumab-IRDye800 20 hours after transcranial magnetic resonance-guided focused ultrasound (MRgFUS) sonication (2 min at 0.25 MPa). Near-infrared fluorescence imaging measured tumor-to-background ratio and TUNEL assay determined apoptotic rate in resected tumor. Survival was documented for 60 days in pHGG-bearing mice receiving 1 mg/kg panitumumab weekly with or without MRgFUS.
RESULTS
61% and 24% pHGG patient tissue respectively expressed EGFR and EGFRvIII (17% expressing both). Heterogeneous claudin-5 expression indicated partial blood-brain barrier permeability. Panitumumab-IRDye800 bound to EGFR/EGFRvIII-positive pHGG with high affinity (IC50: 4.2 nM). EGFR blocking enhanced therapeutic response of panitumumab by 48 ± 13%. Following MRgFUS in pHGG-bearing mice, 19 ± 6.3% injected dose of intratumoral panitumumab-IRDye800 uptake resulted in 2.1 ± 0.4 tumor contrast and 3.9 ± 1.1% apoptotic cell death. Weekly MRgFUS with 1 mg/kg panitumumab prolonged median survival (27.5 vs. 17.5 days, P < 0.0001, n = 10).
CONCLUSION
Tracer dose of panitumumab-IRDye800 improved tumor contrast and predicted antitumor activity via EGFR/EGFRvIII dual targeting following MRgFUS, potentially benefiting 68% of pHGG population. Reduced therapeutic dose of panitumumab by EGFRvIII-focused targeting may improve treatment safety and efficacy against EGFRvIII-stratified gliomas.
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Affiliation(s)
- Quan Zhou
- Stanford University School of Medicine , Stanford, CA , USA
| | - Muna Aryal
- Stanford University School of Medicine , Stanford, CA , USA
| | | | | | - Aimen Zlitni
- Stanford University School of Medicine , Stanford , USA
| | - Hannes Vogel
- Stanford University School of Medicine , Stanford , USA
| | - Romain Cayrol
- Stanford University School of Medicine , Stanford , USA
| | - Gordon Li
- Stanford University School of Medicine , Stanford , USA
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25
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Nasajpour E, Lyle G, Lancero H, Garcia C, Learned K, Gibson E, Tran C, Schouten T, Vogel H, Mahaney K, Prolo L, Vaske O, Grant G, Petritsch C. EXTH-96. BIOPROCESSING OF SURGICAL PEDIATRIC BRAIN TUMOR SPECIMENS FOR GENOME-GUIDED PERSONALIZED DRUG TESTING. Neuro Oncol 2022. [PMCID: PMC9661144 DOI: 10.1093/neuonc/noac209.894] [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: 11/16/2022] Open
Abstract
Abstract
Novel treatment approaches for pediatric central nervous system (CNS) tumors are urgently needed. A lack of patient-derived tumor cells impedes progress towards developing such new therapies. We intended to overcome this challenge by establishing methods to create a biorepository of viable single cell suspensions of pediatric brain tumor surgical specimens. Quantitative and qualitative comparisons of tissue processing strategies were performed to preserve viability of heterogeneous tumor and immune cells. Novel drug targets were identified by analyzing pathways affected by RNA transcripts that are highly expressed (outliers) in a patients’ tumor; outliers for each patient were determined by RNA-seq data from individual patients’ tumors compared with a compendium of 12,747 pediatric and adult samples harmonized by the Treehouse Childhood Cancer Initiative at the UCSC Genomics Institute. The predicted anti-tumor efficacy of small molecule inhibitors of the outlier pathways was tested in cell viability assays against short-term cultured cells from matched patients. Successful tissue collection required obtaining informed consent, standard operating procedures, and sample recording using a Laboratory Inventory Management Software (LIMS). Since 2020 we have banked 67 pediatric CNS brain tumor specimens at Stanford. Amongst those, 51 cases yielded sufficient tissue for RNA-seq and cryoprotection. The most common tumor histology was low-grade glioma (LGG, 26 of 67), the majority of which were pilocytic astrocytoma (18 of 26). The second and third most common tumor types are embryonal tumors (6 medulloblastoma, 3 AT/RT) and ependymoma (4), respectively. We identified significant differences in cell viability with different preservation media. An outlier pathway previously not implicated in LGG was identified and sensitivity to a small molecule inhibitor of this outlier pathway was demonstrated. Taken together, we established feasibility for validating therapeutic vulnerabilities identified by a genome-guided approach in short-term cultures from surgical specimens. This works facilitates the rapid development of personalized CNS tumor treatment.
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Affiliation(s)
- Emon Nasajpour
- Stanford University School of Medicine , Palo Alto , USA
| | - Geoff Lyle
- University of California Santa Cruz , Santa Cruz , USA
| | - Hope Lancero
- Stanford University School of Medicine , Palo Alto , USA
| | - Cesar Garcia
- Stanford University School of Medicine , Palo Alto , USA
| | | | - Eden Gibson
- Stanford University School of Medicine , Palo Alto , USA
| | - Caitlynn Tran
- Stanford University School of Medicine , Palo Alto , USA
| | - Troy Schouten
- Stanford University School of Medicine , Palo Alto , USA
| | - Hannes Vogel
- Stanford University School of Medicine , Stanford , USA
| | - Kelly Mahaney
- Stanford University School of Medicine , Palo Alto , USA
| | - Laura Prolo
- Stanford University School of Medicine , Palo Alto , USA
| | - Olena Vaske
- University of California Santa Cruz , Santa Cruz , USA
| | - Gerald Grant
- Duke University School of Medicine , Raleigh, NC , USA
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Rogawski DS, Nirschl JJ, McDonald J, Nie E, Schwartz NU, Vogel H, Scott BJ, Gold CA, Kipp L. A rare neuromyelitis optica mimic: Primary CNS histiocytic sarcoma. Mult Scler 2022; 28:1651-1654. [PMID: 35876468 PMCID: PMC9942914 DOI: 10.1177/13524585221097564] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Primary central nervous system (CNS) histiocytic sarcoma is a rare hematolymphoid malignancy with features of mature histiocytes and carries a poor prognosis. We describe a unique case in which a 50-year-old woman presented with recurrent acute brainstem syndrome, area postrema syndrome, and myelitis with corresponding magnetic resonance imaging (MRI) lesions meeting diagnostic criteria for seronegative neuromyelitis optica spectrum disorder (NMOSD). Despite initial improvement with steroids and plasma exchange, she experienced recurrent symptoms over 10 months referable to new and persistently enhancing lesions. At autopsy, neuropathology revealed a diffusely infiltrative primary CNS histiocytic sarcoma. This case represents a rare clinicoradiologic mimic of NMOSD, underscoring the importance of evaluation for infiltrative diseases in cases of atypical seronegative NMOSD.
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Affiliation(s)
- David S. Rogawski
- Department of Neurology and Neurological Sciences, Stanford Medicine, Palo Alto, CA 94304
| | | | - Jamie McDonald
- Department of Neurology and Neurological Sciences, Stanford Medicine, Palo Alto, CA 94304
| | - Esther Nie
- Department of Neurology and Neurological Sciences, Stanford Medicine, Palo Alto, CA 94304
| | - Nicholas U. Schwartz
- Department of Neurology and Neurological Sciences, Stanford Medicine, Palo Alto, CA 94304
| | - Hannes Vogel
- Department of Pathology, Stanford Medicine, Palo Alto, CA 94304
| | - Brian J. Scott
- Department of Neurology and Neurological Sciences, Stanford Medicine, Palo Alto, CA 94304
| | - Carl A. Gold
- Department of Neurology and Neurological Sciences, Stanford Medicine, Palo Alto, CA 94304
| | - Lucas Kipp
- Department of Neurology and Neurological Sciences, Stanford Medicine, Palo Alto, CA 94304,Corresponding author
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27
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Lai D, Gade M, Yang E, Koh HY, Lu J, Walley NM, Buckley AF, Sands TT, Akman CI, Mikati MA, McKhann GM, Goldman JE, Canoll P, Alexander AL, Park KL, Von Allmen GK, Rodziyevska O, Bhattacharjee MB, Lidov HGW, Vogel H, Grant GA, Porter BE, Poduri AH, Crino PB, Heinzen EL. Somatic variants in diverse genes leads to a spectrum of focal cortical malformations. Brain 2022; 145:2704-2720. [PMID: 35441233 PMCID: PMC9612793 DOI: 10.1093/brain/awac117] [Citation(s) in RCA: 30] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2021] [Revised: 02/19/2022] [Accepted: 03/13/2022] [Indexed: 11/14/2022] Open
Abstract
Post-zygotically acquired genetic variants, or somatic variants, that arise during cortical development have emerged as important causes of focal epilepsies, particularly those due to malformations of cortical development. Pathogenic somatic variants have been identified in many genes within the PI3K-AKT-mTOR-signalling pathway in individuals with hemimegalencephaly and focal cortical dysplasia (type II), and more recently in SLC35A2 in individuals with focal cortical dysplasia (type I) or non-dysplastic epileptic cortex. Given the expanding role of somatic variants across different brain malformations, we sought to delineate the landscape of somatic variants in a large cohort of patients who underwent epilepsy surgery with hemimegalencephaly or focal cortical dysplasia. We evaluated samples from 123 children with hemimegalencephaly (n = 16), focal cortical dysplasia type I and related phenotypes (n = 48), focal cortical dysplasia type II (n = 44), or focal cortical dysplasia type III (n = 15). We performed high-depth exome sequencing in brain tissue-derived DNA from each case and identified somatic single nucleotide, indel and large copy number variants. In 75% of individuals with hemimegalencephaly and 29% with focal cortical dysplasia type II, we identified pathogenic variants in PI3K-AKT-mTOR pathway genes. Four of 48 cases with focal cortical dysplasia type I (8%) had a likely pathogenic variant in SLC35A2. While no other gene had multiple disease-causing somatic variants across the focal cortical dysplasia type I cohort, four individuals in this group had a single pathogenic or likely pathogenic somatic variant in CASK, KRAS, NF1 and NIPBL, genes previously associated with neurodevelopmental disorders. No rare pathogenic or likely pathogenic somatic variants in any neurological disease genes like those identified in the focal cortical dysplasia type I cohort were found in 63 neurologically normal controls (P = 0.017), suggesting a role for these novel variants. We also identified a somatic loss-of-function variant in the known epilepsy gene, PCDH19, present in a small number of alleles in the dysplastic tissue from a female patient with focal cortical dysplasia IIIa with hippocampal sclerosis. In contrast to focal cortical dysplasia type II, neither focal cortical dysplasia type I nor III had somatic variants in genes that converge on a unifying biological pathway, suggesting greater genetic heterogeneity compared to type II. Importantly, we demonstrate that focal cortical dysplasia types I, II and III are associated with somatic gene variants across a broad range of genes, many associated with epilepsy in clinical syndromes caused by germline variants, as well as including some not previously associated with radiographically evident cortical brain malformations.
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Affiliation(s)
- Dulcie Lai
- Division of Pharmacology and Experimental Therapeutics, Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Meethila Gade
- Division of Pharmacology and Experimental Therapeutics, Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Edward Yang
- Department of Radiology, Boston Children's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Hyun Yong Koh
- Division of Epilepsy and Clinical Neurophysiology, Department of Neurology, Boston Children's Hospital, Boston, MA 02115, USA.,Epilepsy Genetics Program, Department of Neurology, Boston Children's Hospital and Harvard Medical School, Boston, MA 02115, USA
| | - Jinfeng Lu
- Division of Pharmacology and Experimental Therapeutics, Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Nicole M Walley
- Division of Medical Genetics, Department of Pediatrics, Duke University School of Medicine, Durham, NC 27710, USA
| | - Anne F Buckley
- Department of Pathology, Duke University Medical Center, Durham, NC 27710, USA
| | - Tristan T Sands
- Institute for Genomic Medicine, Columbia University Medical Center, New York, NY 10032, USA.,Department of Neurology, Columbia University Medical Center, New York, NY 10032, USA
| | - Cigdem I Akman
- Department of Neurology, Columbia University Medical Center, New York, NY 10032, USA
| | - Mohamad A Mikati
- Department of Neurobiology, Duke University, Durham, NC 27708, USA.,Division of Pediatric Neurology, Duke University Medical Center, Durham, NC 27710, USA
| | - Guy M McKhann
- Department of Neurosurgery, Columbia University, New York Presbyterian Hospital, New York, NY 10032, USA
| | - James E Goldman
- Department of Pathology and Cell Biology, Columbia University, New York, NY 10032, USA
| | - Peter Canoll
- Department of Pathology and Cell Biology, Columbia University, New York, NY 10032, USA
| | - Allyson L Alexander
- Department of Neurosurgery, University of Colorado School of Medicine, Aurora, CO 80045, USA
| | - Kristen L Park
- Department of Pediatrics and Neurology, University of Colorado School of Medicine, Aurora, CO 80045, USA
| | - Gretchen K Von Allmen
- Department of Neurology, McGovern Medical School, Houston, TX 77030, USA.,Division of Child Neurology, Department of Pediatrics, McGovern Medical School, Houston, TX 77030, USA
| | - Olga Rodziyevska
- Division of Child Neurology, Department of Pediatrics, McGovern Medical School, Houston, TX 77030, USA
| | | | - Hart G W Lidov
- Department of Pathology, Boston Children's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Hannes Vogel
- Department of Pathology, Stanford University, School of Medicine, Stanford, CA 94305, USA
| | - Gerald A Grant
- Department of Neurosurgery, Lucile Packard Children's Hospital at Stanford, School of Medicine, Stanford, CA 94305, USA
| | - Brenda E Porter
- Department of Neurology and Neurological Sciences, Stanford University, School of Medicine, Stanford, CA 94305, USA
| | - Annapurna H Poduri
- Division of Epilepsy and Clinical Neurophysiology, Department of Neurology, Boston Children's Hospital, Boston, MA 02115, USA.,Epilepsy Genetics Program, Department of Neurology, Boston Children's Hospital and Harvard Medical School, Boston, MA 02115, USA
| | - Peter B Crino
- Department of Neurology, University of Maryland School of Medicine, Baltimore, MD 21201, USA
| | - Erin L Heinzen
- Division of Pharmacology and Experimental Therapeutics, Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA.,Department of Genetics, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
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28
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Zhang M, Wong SW, Wright JN, Wagner MW, Toescu S, Han M, Tam LT, Zhou Q, Ahmadian SS, Shpanskaya K, Lummus S, Lai H, Eghbal A, Radmanesh A, Nemelka J, Harward S, Malinzak M, Laughlin S, Perreault S, Braun KRM, Lober RM, Cho YJ, Ertl-Wagner B, Ho CY, Mankad K, Vogel H, Cheshier SH, Jacques TS, Aquilina K, Fisher PG, Taylor M, Poussaint T, Vitanza NA, Grant GA, Pfister S, Thompson E, Jaju A, Ramaswamy V, Yeom KW. MRI Radiogenomics of Pediatric Medulloblastoma: A Multicenter Study. Radiology 2022; 304:406-416. [PMID: 35438562 PMCID: PMC9340239 DOI: 10.1148/radiol.212137] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2021] [Revised: 11/09/2021] [Accepted: 02/08/2022] [Indexed: 08/03/2023]
Abstract
Background Radiogenomics of pediatric medulloblastoma (MB) offers an opportunity for MB risk stratification, which may aid therapeutic decision making, family counseling, and selection of patient groups suitable for targeted genetic analysis. Purpose To develop machine learning strategies that identify the four clinically significant MB molecular subgroups. Materials and Methods In this retrospective study, consecutive pediatric patients with newly diagnosed MB at MRI at 12 international pediatric sites between July 1997 and May 2020 were identified. There were 1800 features extracted from T2- and contrast-enhanced T1-weighted preoperative MRI scans. A two-stage sequential classifier was designed-one that first identifies non-wingless (WNT) and non-sonic hedgehog (SHH) MB and then differentiates therapeutically relevant WNT from SHH. Further, a classifier that distinguishes high-risk group 3 from group 4 MB was developed. An independent, binary subgroup analysis was conducted to uncover radiomics features unique to infantile versus childhood SHH subgroups. The best-performing models from six candidate classifiers were selected, and performance was measured on holdout test sets. CIs were obtained by bootstrapping the test sets for 2000 random samples. Model accuracy score was compared with the no-information rate using the Wald test. Results The study cohort comprised 263 patients (mean age ± SD at diagnosis, 87 months ± 60; 166 boys). A two-stage classifier outperformed a single-stage multiclass classifier. The combined, sequential classifier achieved a microaveraged F1 score of 88% and a binary F1 score of 95% specifically for WNT. A group 3 versus group 4 classifier achieved an area under the receiver operating characteristic curve of 98%. Of the Image Biomarker Standardization Initiative features, texture and first-order intensity features were most contributory across the molecular subgroups. Conclusion An MRI-based machine learning decision path allowed identification of the four clinically relevant molecular pediatric medulloblastoma subgroups. © RSNA, 2022 Online supplemental material is available for this article. See also the editorial by Chaudhary and Bapuraj in this issue.
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29
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Fernández-Castañeda A, Lu P, Geraghty AC, Song E, Lee MH, Wood J, O'Dea MR, Dutton S, Shamardani K, Nwangwu K, Mancusi R, Yalçın B, Taylor KR, Acosta-Alvarez L, Malacon K, Keough MB, Ni L, Woo PJ, Contreras-Esquivel D, Toland AMS, Gehlhausen JR, Klein J, Takahashi T, Silva J, Israelow B, Lucas C, Mao T, Peña-Hernández MA, Tabachnikova A, Homer RJ, Tabacof L, Tosto-Mancuso J, Breyman E, Kontorovich A, McCarthy D, Quezado M, Vogel H, Hefti MM, Perl DP, Liddelow S, Folkerth R, Putrino D, Nath A, Iwasaki A, Monje M. Mild respiratory COVID can cause multi-lineage neural cell and myelin dysregulation. Cell 2022; 185:2452-2468.e16. [PMID: 35768006 PMCID: PMC9189143 DOI: 10.1016/j.cell.2022.06.008] [Citation(s) in RCA: 184] [Impact Index Per Article: 92.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2022] [Revised: 05/04/2022] [Accepted: 06/07/2022] [Indexed: 12/13/2022]
Abstract
COVID survivors frequently experience lingering neurological symptoms that resemble cancer-therapy-related cognitive impairment, a syndrome for which white matter microglial reactivity and consequent neural dysregulation is central. Here, we explored the neurobiological effects of respiratory SARS-CoV-2 infection and found white-matter-selective microglial reactivity in mice and humans. Following mild respiratory COVID in mice, persistently impaired hippocampal neurogenesis, decreased oligodendrocytes, and myelin loss were evident together with elevated CSF cytokines/chemokines including CCL11. Systemic CCL11 administration specifically caused hippocampal microglial reactivity and impaired neurogenesis. Concordantly, humans with lasting cognitive symptoms post-COVID exhibit elevated CCL11 levels. Compared with SARS-CoV-2, mild respiratory influenza in mice caused similar patterns of white-matter-selective microglial reactivity, oligodendrocyte loss, impaired neurogenesis, and elevated CCL11 at early time points, but after influenza, only elevated CCL11 and hippocampal pathology persisted. These findings illustrate similar neuropathophysiology after cancer therapy and respiratory SARS-CoV-2 infection which may contribute to cognitive impairment following even mild COVID.
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Affiliation(s)
| | - Peiwen Lu
- Department of Immunobiology, Yale University, New Haven, CT, USA
| | - Anna C Geraghty
- Department of Neurology and Neurological Sciences, Stanford University, Stanford, CA, USA
| | - Eric Song
- Department of Immunobiology, Yale University, New Haven, CT, USA
| | - Myoung-Hwa Lee
- National Institute of Neurological Disorders and Stroke, Bethesda, MD, USA
| | - Jamie Wood
- Abilities Research Center, Department of Rehabilitation and Human Performance, Mount Sinai School of Medicine, New York, NY, USA
| | - Michael R O'Dea
- Neuroscience Institute, NYU Grossman School of Medicine, New York, NY, USA
| | - Selena Dutton
- Department of Neurology and Neurological Sciences, Stanford University, Stanford, CA, USA
| | - Kiarash Shamardani
- Department of Neurology and Neurological Sciences, Stanford University, Stanford, CA, USA
| | - Kamsi Nwangwu
- Department of Neurology and Neurological Sciences, Stanford University, Stanford, CA, USA
| | - Rebecca Mancusi
- Department of Neurology and Neurological Sciences, Stanford University, Stanford, CA, USA
| | - Belgin Yalçın
- Department of Neurology and Neurological Sciences, Stanford University, Stanford, CA, USA
| | - Kathryn R Taylor
- Department of Neurology and Neurological Sciences, Stanford University, Stanford, CA, USA
| | - Lehi Acosta-Alvarez
- Department of Neurology and Neurological Sciences, Stanford University, Stanford, CA, USA
| | - Karen Malacon
- Department of Neurology and Neurological Sciences, Stanford University, Stanford, CA, USA
| | - Michael B Keough
- Department of Neurology and Neurological Sciences, Stanford University, Stanford, CA, USA
| | - Lijun Ni
- Department of Neurology and Neurological Sciences, Stanford University, Stanford, CA, USA
| | - Pamelyn J Woo
- Department of Neurology and Neurological Sciences, Stanford University, Stanford, CA, USA
| | | | | | | | - Jon Klein
- Department of Immunobiology, Yale University, New Haven, CT, USA
| | | | - Julio Silva
- Department of Immunobiology, Yale University, New Haven, CT, USA
| | | | - Carolina Lucas
- Department of Immunobiology, Yale University, New Haven, CT, USA
| | - Tianyang Mao
- Department of Immunobiology, Yale University, New Haven, CT, USA
| | | | | | - Robert J Homer
- Department of Pathology, Yale University, New Haven, CT, USA
| | - Laura Tabacof
- Abilities Research Center, Department of Rehabilitation and Human Performance, Mount Sinai School of Medicine, New York, NY, USA
| | - Jenna Tosto-Mancuso
- Abilities Research Center, Department of Rehabilitation and Human Performance, Mount Sinai School of Medicine, New York, NY, USA
| | - Erica Breyman
- Abilities Research Center, Department of Rehabilitation and Human Performance, Mount Sinai School of Medicine, New York, NY, USA
| | - Amy Kontorovich
- Cardiovascular Research Institute, Mount Sinai School of Medicine, New York, NY, USA
| | - Dayna McCarthy
- Abilities Research Center, Department of Rehabilitation and Human Performance, Mount Sinai School of Medicine, New York, NY, USA
| | | | - Hannes Vogel
- Department of Pathology, Stanford University, Stanford, CA, USA
| | - Marco M Hefti
- Department of Pathology, University of Iowa, Iowa City, IA, USA
| | - Daniel P Perl
- Department of Pathology, Uniformed Services University of Health Sciences, Bethesda, MD, USA
| | - Shane Liddelow
- Neuroscience Institute, NYU Grossman School of Medicine, New York, NY, USA; Departments of Neuroscience & Physiology and of Ophthalmology, NYU Grossman School of Medicine, New York, NY, USA; Parekh Center for Interdisciplinary Neurology, NYU Grossman School of Medicine, New York, NY, USA
| | | | - David Putrino
- Abilities Research Center, Department of Rehabilitation and Human Performance, Mount Sinai School of Medicine, New York, NY, USA
| | - Avindra Nath
- National Institute of Neurological Disorders and Stroke, Bethesda, MD, USA
| | - Akiko Iwasaki
- Department of Immunobiology, Yale University, New Haven, CT, USA; Howard Hughes Medical Institute, Yale University, New Haven, CT, USA.
| | - Michelle Monje
- Department of Neurology and Neurological Sciences, Stanford University, Stanford, CA, USA; Department of Pathology, Stanford University, Stanford, CA, USA; Howard Hughes Medical Institute, Stanford University, Stanford, CA, USA.
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30
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Liu XP, Jin X, Seyed Ahmadian S, Yang X, Tian SF, Cai YX, Chawla K, Snijders AM, Xia Y, van Diest PJ, Weiss WA, Mao JH, Li ZQ, Vogel H, Chang H. Clinical significance and molecular annotation of cellular morphometric subtypes in lower-grade gliomas discovered by machine learning. Neuro Oncol 2022; 25:68-81. [PMID: 35716369 PMCID: PMC9825346 DOI: 10.1093/neuonc/noac154] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2021] [Indexed: 01/12/2023] Open
Abstract
BACKGROUND Lower-grade gliomas (LGG) are heterogeneous diseases by clinical, histological, and molecular criteria. We aimed to personalize the diagnosis and therapy of LGG patients by developing and validating robust cellular morphometric subtypes (CMS) and to uncover the molecular signatures underlying these subtypes. METHODS Cellular morphometric biomarkers (CMBs) were identified with artificial intelligence technique from TCGA-LGG cohort. Consensus clustering was used to define CMS. Survival analysis was performed to assess the clinical impact of CMBs and CMS. A nomogram was constructed to predict 3- and 5-year overall survival (OS) of LGG patients. Tumor mutational burden (TMB) and immune cell infiltration between subtypes were analyzed using the Mann-Whitney U test. The double-blinded validation for important immunotherapy-related biomarkers was executed using immunohistochemistry (IHC). RESULTS We developed a machine learning (ML) pipeline to extract CMBs from whole-slide images of tissue histology; identifying and externally validating robust CMS of LGGs in multicenter cohorts. The subtypes had independent predicted OS across all three independent cohorts. In the TCGA-LGG cohort, patients within the poor-prognosis subtype responded poorly to primary and follow-up therapies. LGGs within the poor-prognosis subtype were characterized by high mutational burden, high frequencies of copy number alterations, and high levels of tumor-infiltrating lymphocytes and immune checkpoint genes. Higher levels of PD-1/PD-L1/CTLA-4 were confirmed by IHC staining. In addition, the subtypes learned from LGG demonstrate translational impact on glioblastoma (GBM). CONCLUSIONS We developed and validated a framework (CMS-ML) for CMS discovery in LGG associated with specific molecular alterations, immune microenvironment, prognosis, and treatment response.
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Affiliation(s)
| | | | - Saman Seyed Ahmadian
- Department of Pathology, Stanford University Medical Center, Stanford, California, USA
| | - Xu Yang
- Biological Systems and Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, California, USA,Berkeley Biomedical Data Science Center, Lawrence Berkeley National Laboratory, Berkeley, California, USA,Key Laboratory of Modern Toxicology of Ministry of Education, School of Public Health, Nanjing Medical University, Nanjing, Jiangsu, China
| | - Su-Fang Tian
- Department of Pathology, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China
| | - Yu-Xiang Cai
- Department of Pathology, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China
| | - Kuldeep Chawla
- Berkeley Biomedical Data Science Center, Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - Antoine M Snijders
- Biological Systems and Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, California, USA,Berkeley Biomedical Data Science Center, Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - Yankai Xia
- Key Laboratory of Modern Toxicology of Ministry of Education, School of Public Health, Nanjing Medical University, Nanjing, Jiangsu, China
| | - Paul J van Diest
- Department of Pathology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - William A Weiss
- Departments of Neurology, Neurological Surgery, and Pediatrics, University of California, San Francisco, San Francisco, California, USA
| | - Jian-Hua Mao
- Biological Systems and Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, California, USA,Berkeley Biomedical Data Science Center, Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - Zhi-Qiang Li
- Corresponding Authors: Zhi-Qiang Li, MD, PhD, Department of Neurosurgery, Zhongnan Hospital of Wuhan University, 169 East Lake Road, Wuchang District, Wuhan, Hubei 430071 China (); Hang Chang, PhD, Biological Systems and Engineering Division, Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, CA 94720, USA ()
| | | | - Hang Chang
- Corresponding Authors: Zhi-Qiang Li, MD, PhD, Department of Neurosurgery, Zhongnan Hospital of Wuhan University, 169 East Lake Road, Wuchang District, Wuhan, Hubei 430071 China (); Hang Chang, PhD, Biological Systems and Engineering Division, Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, CA 94720, USA ()
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31
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Majzner RG, Mahdi J, Ramakrishna S, Patel S, Chinnasamy H, Yeom K, Schultz L, Barsan V, Richards R, Campen C, Reschke A, Toland AMS, Baggott C, Mavroukakis S, Egeler E, Moon J, Jacobs A, Yamabe-Kwong K, Rasmussen L, Nie E, Green S, Kunicki M, Fujimoto M, Ehlinger Z, Reynolds W, Prabhu S, Warren KE, Cornell T, Partap S, Fisher P, Grant G, Vogel H, Sahaf B, Davis K, Feldman S, Monje M, Mackall CL. Abstract CT001: Major tumor regressions in H3K27M-mutated diffuse midline glioma (DMG) following sequential intravenous (IV) and intracerebroventricular (ICV) delivery of GD2-CAR T cells. Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-ct001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: H3K27M-mutated DMGs are universally lethal central nervous system tumors that express high levels of the disialoganglioside GD2. IV administered GD2-CAR T cells (GD2-CART) regress DMG in preclinical models, and locoregionally delivered CARs demonstrate enhanced activity in xenograft models of brain tumors.
Methods: NCT04196413 is a 3+3 Phase I dose escalation trial testing GD2-CART in patients with H3K27M DMG, with dose-limiting toxicities (DLT) considered independently for DIPG and spinal DMG (sDMG). Arm A tested escalating doses of IV GD2-CART (DL1: 1e6 GD2-CART/kg; DL2=3e6 GD2-CART/kg) following lymphodepletion (LD). After the DLT period, patients with clinical and/or radiographic benefit were eligible for subsequent ICV GD2-CART (10-30e6 GD2-CART) administered via Ommaya catheter without LD every 4-8 weeks for a maximum of 12 doses. We previously reported early results from 4 patients treated on DL1, which demonstrated clinical activity and manageable toxicity. Here we provide updated results for DL1 and DL2.
Results: Thirteen subjects were enrolled and 11 treated [n=4 DL1 (3 DIPG/1 sDMG); n=9 DL2 (7 DIPG/2 sDMG)]. Two subjects were removed prior to treatment due to rapid progression. No DLTs were observed on DL1. Three subjects experienced DLT on DL2 (2 DIPG/1 sDMG) due to grade 4 cytokine release syndrome (CRS), successfully managed with tocilizumab, anakinra, and corticosteroids. CRS occurred earlier on DL2 vs. DL1 (Day 3 vs 7). On both dose levels, all subjects exhibited transient symptoms related to on-tumor inflammation, termed Tumor Inflammation-Associated Neurotoxicity (TIAN), which was successfully managed with anakinra and, in some cases, CSF drainage and dexamethasone. No DLT due to TIAN has occurred.
Ten patients have had adequate follow-up to assess benefit. Nine experienced radiographic and/or clinical benefit after IV infusion, and they received subsequent ICV GD2-CART infusions (median= 4 ICV infusions/pt, range 1-6). ICV infusions were not associated with high-grade CRS, although some subjects developed transient fever, headache, meningismus, nausea, and/or vomiting, and several subjects developed TIAN. Four patients continue to receive ICV infusions on study and have experienced continued clinical and radiographic benefit at 11+, 9.5+, 8+ and 7+ months following enrollment. A 31-year-old with sDMG has experienced a near-complete (>95%) reduction in tumor volume and a 17-year-old with DIPG experienced a near-complete (>98%) reduction in volume of a pontine tumor.
Conclusions: IV treatment of DIPG and sDMG with GD2-CART is safe at a dose of 1e6/kg, but associated with unacceptable rates of high-grade CRS at 3e6/kg. ICV GD2-CART without LD, administered following a previous course of IV GD2-CART with LD, has been well tolerated and has mediated impressive sustained clinical benefit in some patients with DIPG/sDMG. Given these findings, we are launching a new arm to assess safety and activity and to define the recommended phase 2 dose for ICV delivery of GD2-CART without LD. Patients are eligible for up to 12 ICV infusions of GD2-CART administered every 4-6 weeks. Clinical benefit will be formally assessed using patient-reported outcomes. GD2-CART has the potential to transform therapy for patients with H3K27M+ DIPG/sDMG.
Citation Format: Robbie G. Majzner, Jasia Mahdi, Sneha Ramakrishna, Shabnum Patel, Harshini Chinnasamy, Kristen Yeom, Liora Schultz, Valentin Barsan, Rebecca Richards, Cynthia Campen, Agnes Reschke, Angus Martin Shaw Toland, Christina Baggott, Sharon Mavroukakis, Emily Egeler, Jennifer Moon, Ashley Jacobs, Karen Yamabe-Kwong, Lindsey Rasmussen, Esther Nie, Sean Green, Michael Kunicki, Michelle Fujimoto, Zach Ehlinger, Warren Reynolds, Snehit Prabhu, Katherine E. Warren, Tim Cornell, Sonia Partap, Paul Fisher, Gerald Grant, Hannes Vogel, Bita Sahaf, Kara Davis, Steven Feldman, Michelle Monje, Crystal L. Mackall. Major tumor regressions in H3K27M-mutated diffuse midline glioma (DMG) following sequential intravenous (IV) and intracerebroventricular (ICV) delivery of GD2-CAR T cells [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr CT001.
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Affiliation(s)
| | - Jasia Mahdi
- 1Stanford University School of Medicine, Stanford, CA
| | | | - Shabnum Patel
- 1Stanford University School of Medicine, Stanford, CA
| | | | - Kristen Yeom
- 1Stanford University School of Medicine, Stanford, CA
| | - Liora Schultz
- 1Stanford University School of Medicine, Stanford, CA
| | | | | | | | - Agnes Reschke
- 1Stanford University School of Medicine, Stanford, CA
| | | | | | | | - Emily Egeler
- 1Stanford University School of Medicine, Stanford, CA
| | - Jennifer Moon
- 1Stanford University School of Medicine, Stanford, CA
| | - Ashley Jacobs
- 1Stanford University School of Medicine, Stanford, CA
| | | | | | - Esther Nie
- 1Stanford University School of Medicine, Stanford, CA
| | - Sean Green
- 1Stanford University School of Medicine, Stanford, CA
| | | | | | - Zach Ehlinger
- 1Stanford University School of Medicine, Stanford, CA
| | | | - Snehit Prabhu
- 1Stanford University School of Medicine, Stanford, CA
| | | | - Tim Cornell
- 1Stanford University School of Medicine, Stanford, CA
| | - Sonia Partap
- 1Stanford University School of Medicine, Stanford, CA
| | - Paul Fisher
- 1Stanford University School of Medicine, Stanford, CA
| | - Gerald Grant
- 1Stanford University School of Medicine, Stanford, CA
| | - Hannes Vogel
- 1Stanford University School of Medicine, Stanford, CA
| | - Bita Sahaf
- 1Stanford University School of Medicine, Stanford, CA
| | - Kara Davis
- 1Stanford University School of Medicine, Stanford, CA
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Wheeler JR, Whitney ON, Vogler TO, Nguyen ED, Pawlikowski B, Lester E, Cutler A, Elston T, Dalla Betta N, Parker KR, Yost KE, Vogel H, Rando TA, Chang HY, Johnson AM, Parker R, Olwin BB. RNA-binding proteins direct myogenic cell fate decisions. eLife 2022; 11:e75844. [PMID: 35695839 PMCID: PMC9191894 DOI: 10.7554/elife.75844] [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] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2021] [Accepted: 05/20/2022] [Indexed: 11/13/2022] Open
Abstract
RNA-binding proteins (RBPs), essential for skeletal muscle regeneration, cause muscle degeneration and neuromuscular disease when mutated. Why mutations in these ubiquitously expressed RBPs orchestrate complex tissue regeneration and direct cell fate decisions in skeletal muscle remains poorly understood. Single-cell RNA-sequencing of regenerating Mus musculus skeletal muscle reveals that RBP expression, including the expression of many neuromuscular disease-associated RBPs, is temporally regulated in skeletal muscle stem cells and correlates with specific stages of myogenic differentiation. By combining machine learning with RBP engagement scoring, we discovered that the neuromuscular disease-associated RBP Hnrnpa2b1 is a differentiation-specifying regulator of myogenesis that controls myogenic cell fate transitions during terminal differentiation in mice. The timing of RBP expression specifies cell fate transitions by providing post-transcriptional regulation of messenger RNAs that coordinate stem cell fate decisions during tissue regeneration.
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Affiliation(s)
- Joshua R Wheeler
- Department of Biochemistry, University of ColoradoBoulderUnited States
- Medical Scientist Training Program, University of Colorado Anschutz Medical CampusAuroraUnited States
- Howard Hughes Medical Institute, University of ColoradoBoulderUnited States
- Department of Pathology, Stanford UniversityStanfordUnited States
- Department of Neuropathology, Stanford UniversityStanfordUnited States
| | - Oscar N Whitney
- Department of Molecular and Cell Biology, University of California, BerkeleyBerkeleyUnited States
| | - Thomas O Vogler
- Medical Scientist Training Program, University of Colorado Anschutz Medical CampusAuroraUnited States
- Department of Molecular, Cellular and Developmental Biology, University of ColoradoBoulderUnited States
- Department of Surgery, University of ColoradoAuroraUnited States
| | - Eric D Nguyen
- Medical Scientist Training Program, University of Colorado Anschutz Medical CampusAuroraUnited States
- Molecular Biology Program and Department of Biochemistry and Molecular Genetics, University of Colorado Anschutz Medical CampusAuroraUnited States
| | - Bradley Pawlikowski
- Department of Molecular, Cellular and Developmental Biology, University of ColoradoBoulderUnited States
| | - Evan Lester
- Department of Biochemistry, University of ColoradoBoulderUnited States
- Medical Scientist Training Program, University of Colorado Anschutz Medical CampusAuroraUnited States
| | - Alicia Cutler
- Department of Molecular, Cellular and Developmental Biology, University of ColoradoBoulderUnited States
| | - Tiffany Elston
- Department of Molecular, Cellular and Developmental Biology, University of ColoradoBoulderUnited States
| | - Nicole Dalla Betta
- Department of Molecular, Cellular and Developmental Biology, University of ColoradoBoulderUnited States
| | - Kevin R Parker
- Center for Personal and Dynamic Regulomes, Stanford UniversityPalo AltoUnited States
| | - Kathryn E Yost
- Center for Personal and Dynamic Regulomes, Stanford UniversityPalo AltoUnited States
| | - Hannes Vogel
- Department of Pathology, Stanford UniversityStanfordUnited States
| | - Thomas A Rando
- Department of Neurology and Neurological Sciences, Stanford University School of MedicineStanfordUnited States
- Paul F. Glenn Center for the Biology of Aging, Stanford University School of MedicineStanfordUnited States
- Center for Tissue Regeneration, Repair, and Restoration, Veterans Affairs Palo Alto Health Care SystemPalo AltoUnited States
| | - Howard Y Chang
- Center for Personal and Dynamic Regulomes, Stanford UniversityPalo AltoUnited States
- Howard Hughes Medical Institute, Stanford UniversityStanfordUnited States
| | - Aaron M Johnson
- Molecular Biology Program and Department of Biochemistry and Molecular Genetics, University of Colorado Anschutz Medical CampusAuroraUnited States
- University of Colorado School of Medicine, RNA Bioscience Initiative, University of Colorado Anschutz Medical CampusAuroraUnited States
| | - Roy Parker
- Howard Hughes Medical Institute, University of ColoradoBoulderUnited States
| | - Bradley B Olwin
- Department of Molecular, Cellular and Developmental Biology, University of ColoradoBoulderUnited States
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Monje M, Majzner R, Mahdi J, Ramakrishna S, Patel S, Chinnasamy H, Yeom K, Schultz L, Barsan V, Richards R, Campen C, Reschke A, Toland AM, Baggott C, Mavroukakis S, Egeler E, Moon J, Jacobs A, Yamabe-Kwong K, Rasmussen L, Nie E, Green S, Kunicki M, Fujimoto M, Ehlinger Z, Reynolds W, Prabhu S, Warren KE, Cornell T, Partap S, Fisher P, Grant G, Vogel H, Sahaf B, Davis K, Feldman S, Mackall C. DIPG-15. Major tumor regressions in H3K27M-mutated diffuse midline glioma (DMG) following sequential intravenous (IV) and intracerebroventricular (ICV) delivery of GD2-CAR T-cells. Neuro Oncol 2022. [PMCID: PMC9164854 DOI: 10.1093/neuonc/noac079.072] [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] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
BACKGROUND: H3K27M-mutated DMGs express high levels of the disialoganglioside GD2 and GD2-CAR T-cells (GD2-CART) regress DMG in preclinical models. METHODS: NCT04196413 is a 3 + 3 Phase I dose escalation trial testing GD2-CART in patients with biopsy-proved H3K27M DMG, with dose-limiting toxicities (DLT) considered independently for DIPG and spinal DMG (sDMG). Arm A tested escalating doses of IV GD2-CART (DL1=1e6 GD2-CART/kg; DL2=3e6 GD2-CART/kg) following lymphodepletion (LD). After the DLT period, patients with clinical and/or radiographic benefit were eligible for subsequent ICV GD2-CART infusions (10-30e6 GD2-CART) administered via Ommaya without LD. RESULTS: Twelve subjects were treated after standard radiotherapy, 7 of whom began treatment at the time of progression [n=4 DL1 (3 DIPG/1 sDMG); n=8 DL2 (6 DIPG/2 sDMG)]. No DLTs were observed on DL1. Three subjects experienced DLT on DL2 (2 DIPG/1 sDMG) due to grade-4 cytokine release syndrome (CRS). On both dose levels, all subjects exhibited transient symptoms related to on-tumor inflammation, termed Tumor Inflammation-Associated Neurotoxicity (TIAN); no DLT due to TIAN has occurred. Ten subjects experienced radiographic and/or clinical benefit after IV infusion and received subsequent ICV infusions (median=4 ICV infusions/pt, range=1-7). ICV infusions were not associated with high-grade CRS. Four patients continue to receive ICV infusions on study and have experienced continued clinical and radiographic benefit, currently 7-11 months following enrollment. Two patients (one sDMG, one DIPG) have experienced near-complete (>95%) tumor volume reduction. CONCLUSIONS: IV treatment of DIPG and sDMG with GD2-CART is safe at a dose of 1e6/kg, but associated with frequent high-grade CRS at 3e6/kg. ICV GD2-CART has been well tolerated and has mediated impressive sustained clinical benefit in some patients with DIPG/sDMG. Given these findings, we are launching a new arm to assess safety and activity and to define the recommended phase 2 dose for ICV delivery of GD2-CART without LD.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | - Esther Nie
- Stanford University , Stanford, CA , USA
| | - Sean Green
- Stanford University , Stanford, CA , USA
| | | | | | | | | | | | | | | | | | | | | | | | - Bita Sahaf
- Stanford University , Stanford, CA , USA
| | - Kara Davis
- Stanford University , Stanford, CA , USA
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Abstract
Nemaline myopathy is a skeletal muscle disease that affects 1 in 50 000 live births. The objective of this study was to develop a narrative synthesis of the findings of a systematic review of the latest case descriptions of patients with NM. A systematic search of MEDLINE, Embase, CINAHL, Web of Science, and Scopus was performed using Preferred Reporting Items for Systematic Reviews and Meta-analyses (PRISMA) guidelines using the keywords pediatric, child, NM, nemaline rod, and rod myopathy. Case studies focused on pediatric NM and published in English between January 1, 2010, and December 31, 2020, in order to represent the most recent findings. Information was collected about the age of first signs, earliest presenting neuromuscular signs and symptoms, systems affected, progression, death, pathologic description, and genetic changes. Of a total of 385 records, 55 case reports or series were reviewed, covering 101 pediatric patients from 23 countries. We review varying presentations in children ranging in severity despite being caused by the same mutation, in addition to current and future clinical considerations relevant to the care of patients with NM. This review synthesizes genetic, histopathologic, and disease presentation findings from pediatric NM case reports. These data strengthen our understanding of the wide spectrum of disease seen in NM. Future studies are needed to identify the underlying molecular mechanism of pathology, to improve diagnostics, and to develop better methods to improve the quality of life for these patients.
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Affiliation(s)
- Briana Christophers
- Weill Cornell/Rockefeller/Sloan Kettering Tri-Institutional MD-PhD Program, New York, NY, USA
| | | | - Vandana A. Gupta
- Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA
| | | | - Mary Baylies
- Weill Cornell/Rockefeller/Sloan Kettering Tri-Institutional MD-PhD Program, New York, NY, USA
- Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY, USA
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35
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Levinson S, Kumar KK, Wang H, Tayyar R, Dunning M, Toland A, Budvytiene I, Vogel H, Chang A, Banaei N, Shuer L. Balamuthia mandrillaris brain infection: a rare cause of a ring-enhancing central nervous system lesion. Illustrative case. Journal of Neurosurgery: Case Lessons 2022; 3:CASE2268. [PMID: 36303497 PMCID: PMC9379710 DOI: 10.3171/case2268] [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] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/06/2022] [Accepted: 02/23/2022] [Indexed: 11/24/2022]
Abstract
BACKGROUND An 80-year-old man presented with subacute mental status change, dizziness, and left-sided vision loss. Magnetic resonance imaging demonstrated a ring-enhancing right parietooccipital lesion. OBSERVATIONS Biopsy and laboratory testing demonstrated an amoebic Balamuthia mandrillaris infection. Fewer than 200 cases of this infection have been recognized in the United States, and no standardized treatment regimen currently exists. LESSONS Rapid antimicrobial therapy with miltefosine, azithromycin, fluconazole, flucytosine, sulfadiazine, and albendazole was initiated. The pathophysiology, diagnosis, and management of this infection and the patient’s course were reviewed. The importance of biopsy for pathologic and laboratory diagnosis and rapid treatment initiation with a multidisciplinary team was reinforced.
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Affiliation(s)
| | | | | | - Ralph Tayyar
- Division of Infectious Diseases and Geographic Medicine, Stanford University, Palo Alto, California
| | - Megan Dunning
- Division of Infectious Diseases and Geographic Medicine, Stanford University, Palo Alto, California
| | | | | | | | - Amy Chang
- Division of Infectious Diseases and Geographic Medicine, Stanford University, Palo Alto, California
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36
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Zhou Q, van den Berg NS, Kang W, Pei J, Nishio N, van Keulen S, Engelen MA, Lee YJ, Hom M, Vega Leonel JCM, Hart Z, Vogel H, Cayrol R, Martin BA, Roesner M, Shields G, Lui N, Hayden Gephart M, Raymundo RC, Yi G, Granucci M, Grant GA, Li G, Rosenthal EL. Factors for differential outcome across cancers in clinical molecular-targeted fluorescence imaging. J Nucl Med 2022; 63:1693-1700. [PMID: 35332092 PMCID: PMC9635681 DOI: 10.2967/jnumed.121.263674] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 01/08/2022] [Revised: 03/22/2022] [Indexed: 11/16/2022]
Abstract
Clinical imaging performance using a fluorescent antibody was compared across three cancers to elucidate physical and biological factors contributing to differential translation of epidermal growth factor receptor (EGFR) expression to macroscopic fluorescence in tumors. Methods: Thirty-one patients with high-grade glioma (HGG, n = 5), head-and-neck squamous cell carcinoma (HNSCC, n = 23) or lung adenocarcinoma (LAC, n = 3) were systemically infused with 50 mg panitumumab-IRDye800, 1 - 3 days prior to surgery. Intraoperative open-field fluorescent images of the surgical field were acquired, where imaging device settings and operating room lighting conditions were tested on tissue-mimicking phantoms. Fluorescence contrast and margin size were measured on resected specimen surface. Antibody distribution and EGFR immunoreactivity were characterized in macroscopic and microscopic histological structures. Integrity of the blood-brain barrier (BBB) was examined via tight junction protein (claudin-5) expression with immunohistochemistry. Stepwise multivariate linear regression of biological variables was performed to identify independent predictors of panitumumab-IRDye800 concentration in tissue. Results: Optimally acquired at the lowest gain for tumor detection with ambient light, intraoperative fluorescence imaging enhanced tissue-size dependent tumor contrast by 5.2-fold, 3.4-fold and 1.4-fold in HGG, HNSCC and LAC, respectively. Tissue surface fluorescence target-to-background ratio correlated with margin size and identified 78 - 97% of at-risk resection margins ex vivo. In 4 µm-thick tissue sections, fluorescence detected tumor with 0.85 - 0.89 areas under the receiver operating characteristic curves. Preferential breakdown of BBB in HGG improved tumor specificity of intratumoral antibody distribution relative to that of EGFR (96% vs 80%) despite its reduced concentration (3.9 ng/mg tissue) compared to HNSCC (8.1 ng/mg) and LAC (6.3 ng/mg). Cellular EGFR expression, tumor cell density, plasma antibody concentration and delivery barrier were independently associated with local intratumoral panitumumab-IRDye800 concentration with 0.62 goodness-of-fit of prediction. Conclusion: In multi-cancer clinical imaging of receptor-ligand based molecular probe, plasma antibody concentration, delivery barrier, as well as intratumoral EGFR expression driven by cellular biomarker expression and tumor cell density, led to heterogeneous intratumoral antibody accumulation and spatial distribution while tumor size, resection margin, and intraoperative imaging settings substantially influenced macroscopic tumor contrast.
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Affiliation(s)
- Quan Zhou
- Department of Neurosurgery, Stanford University School of Medicine, United States
| | | | - Wenying Kang
- Department of Otolaryngology, Stanford University School of Medicine
| | - Jacqueline Pei
- Department of Otolaryngology, Stanford University School of Medicine
| | - Naoki Nishio
- Department of Otorhinolaryngology, Nagoya University Graduate School of Medicine
| | - Stan van Keulen
- Department of Oral and Maxillofacial Surgery and Oral Pathology, Amsterdam UMC
| | - Myrthe A Engelen
- Department of Mechanical Engineering, Delft University of Technology
| | - Yu-Jin Lee
- Department of Otolaryngology, Stanford University School of Medicine
| | - Marisa Hom
- Department of Otolaryngology, Stanford University School of Medicine
| | | | - Zachary Hart
- Department of Otolaryngology, Stanford University School of Medicine
| | | | | | | | - Mark Roesner
- Stanford Health Care, Stanford University Medical Center
| | - Glenn Shields
- Stanford Health Care, Stanford University Medical Center
| | - Natalie Lui
- Department of Cardiothoracic Surgery, Stanford University Medical Center
| | | | - Roan C Raymundo
- Cancer Clinical Trials Office, Stanford University School of Medicine
| | - Grace Yi
- Cancer Clinical Trials Office, Stanford University School of Medicine
| | - Monica Granucci
- Cancer Clinical Trials Office, Stanford University School of Medicine
| | - Gerald A Grant
- Department of Neurosurgery, Stanford University School of Medicine, United States
| | - Gordon Li
- Department of Neurosurgery, Stanford University School of Medicine, United States
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37
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Hall JC, Chang SD, Wilson TJ, Ganjoo KN, Toland A, Vogel H, Pollom EL, Rahimy E. Post-operative Stereotactic Radiosurgery of Malignant Melanotic Schwannoma. Cureus 2022; 14:e22849. [PMID: 35399431 PMCID: PMC8980252 DOI: 10.7759/cureus.22849] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/04/2022] [Indexed: 11/25/2022] Open
Abstract
Melanotic schwannoma is an extremely rare schwannoma variant with malignant potential, demonstrating high local and distant recurrence. Given the paucity of data, recommended treatment with localized disease is radical resection, with the unclear benefit of adjuvant therapy. We present a case of an 18-year-old female with no past medical history or genetic syndromes who underwent margin-positive resection of an S1 nerve root melanotic schwannoma followed by adjuvant stereotactic radiosurgery (SRS). SRS was delivered without acute or late toxicity by 2.5 years post-treatment. She remains without evidence of recurrent disease, although longer follow-up is needed given the risk of late recurrence. Our case adds to the limited literature documenting the efficacy of adjuvant radiotherapy in melanotic schwannoma and is the first to describe the successful use of SRS for this rare disease.
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38
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Zhang M, Wong S, Lummus S, Han M, Radmanesh A, Ahmadian S, Prolo LM, Lai H, Eghbal A, Oztekin O, Cheshier SH, Ho C, Vogel H, Vitanza N, Lober R, Grant GA, Jaju A, Yeom K. 501 Radiomic Phenotypes Distinguish ATRT from Medulloblastoma. Neurosurgery 2022. [DOI: 10.1227/neu.0000000000001880_501] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
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Majzner RG, Ramakrishna S, Yeom KW, Patel S, Chinnasamy H, Schultz LM, Richards RM, Jiang L, Barsan V, Mancusi R, Geraghty AC, Good Z, Mochizuki AY, Gillespie SM, Toland AMS, Mahdi J, Reschke A, Nie EH, Chau IJ, Rotiroti MC, Mount CW, Baggott C, Mavroukakis S, Egeler E, Moon J, Erickson C, Green S, Kunicki M, Fujimoto M, Ehlinger Z, Reynolds W, Kurra S, Warren KE, Prabhu S, Vogel H, Rasmussen L, Cornell TT, Partap S, Fisher PG, Campen CJ, Filbin MG, Grant G, Sahaf B, Davis KL, Feldman SA, Mackall CL, Monje M. GD2-CAR T cell therapy for H3K27M-mutated diffuse midline gliomas. Nature 2022; 603:934-941. [PMID: 35130560 PMCID: PMC8967714 DOI: 10.1038/s41586-022-04489-4] [Citation(s) in RCA: 330] [Impact Index Per Article: 165.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2021] [Accepted: 01/28/2022] [Indexed: 12/15/2022]
Abstract
Diffuse intrinsic pontine glioma (DIPG) and other H3K27M-mutated diffuse midline gliomas (DMGs) are universally lethal paediatric tumours of the central nervous system1. We have previously shown that the disialoganglioside GD2 is highly expressed on H3K27M-mutated glioma cells and have demonstrated promising preclinical efficacy of GD2-directed chimeric antigen receptor (CAR) T cells2, providing the rationale for a first-in-human phase I clinical trial (NCT04196413). Because CAR T cell-induced brainstem inflammation can result in obstructive hydrocephalus, increased intracranial pressure and dangerous tissue shifts, neurocritical care precautions were incorporated. Here we present the clinical experience from the first four patients with H3K27M-mutated DIPG or spinal cord DMG treated with GD2-CAR T cells at dose level 1 (1 × 106 GD2-CAR T cells per kg administered intravenously). Patients who exhibited clinical benefit were eligible for subsequent GD2-CAR T cell infusions administered intracerebroventricularly3. Toxicity was largely related to the location of the tumour and was reversible with intensive supportive care. On-target, off-tumour toxicity was not observed. Three of four patients exhibited clinical and radiographic improvement. Pro-inflammatory cytokine levels were increased in the plasma and cerebrospinal fluid. Transcriptomic analyses of 65,598 single cells from CAR T cell products and cerebrospinal fluid elucidate heterogeneity in response between participants and administration routes. These early results underscore the promise of this therapeutic approach for patients with H3K27M-mutated DIPG or spinal cord DMG.
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Affiliation(s)
- Robbie G Majzner
- Stanford Center for Cancer Cell Therapy, Stanford Cancer Institute, Stanford University, Stanford, CA, USA.,Division of Pediatric Hematology, Oncology, Stem Cell Transplantation & Regenerative Medicine, Department of Pediatrics, Stanford University, Stanford, CA, USA.,Parker Institute for Cancer Immunotherapy, San Francisco, CA, USA
| | - Sneha Ramakrishna
- Stanford Center for Cancer Cell Therapy, Stanford Cancer Institute, Stanford University, Stanford, CA, USA.,Division of Pediatric Hematology, Oncology, Stem Cell Transplantation & Regenerative Medicine, Department of Pediatrics, Stanford University, Stanford, CA, USA
| | - Kristen W Yeom
- Division of Neuroradiology, Department of Radiology, Stanford University, Stanford, CA, USA
| | - Shabnum Patel
- Stanford Center for Cancer Cell Therapy, Stanford Cancer Institute, Stanford University, Stanford, CA, USA
| | - Harshini Chinnasamy
- Stanford Center for Cancer Cell Therapy, Stanford Cancer Institute, Stanford University, Stanford, CA, USA
| | - Liora M Schultz
- Stanford Center for Cancer Cell Therapy, Stanford Cancer Institute, Stanford University, Stanford, CA, USA.,Division of Pediatric Hematology, Oncology, Stem Cell Transplantation & Regenerative Medicine, Department of Pediatrics, Stanford University, Stanford, CA, USA
| | - Rebecca M Richards
- Stanford Center for Cancer Cell Therapy, Stanford Cancer Institute, Stanford University, Stanford, CA, USA.,Division of Pediatric Hematology, Oncology, Stem Cell Transplantation & Regenerative Medicine, Department of Pediatrics, Stanford University, Stanford, CA, USA
| | - Li Jiang
- Division of Pediatric Neuro-Oncology, Dana Farber Cancer Institute, Boston, MA, USA
| | - Valentin Barsan
- Stanford Center for Cancer Cell Therapy, Stanford Cancer Institute, Stanford University, Stanford, CA, USA.,Division of Pediatric Hematology, Oncology, Stem Cell Transplantation & Regenerative Medicine, Department of Pediatrics, Stanford University, Stanford, CA, USA
| | - Rebecca Mancusi
- Department of Neurology and Neurological Sciences, Stanford University, Stanford, CA, USA
| | - Anna C Geraghty
- Department of Neurology and Neurological Sciences, Stanford University, Stanford, CA, USA
| | - Zinaida Good
- Stanford Center for Cancer Cell Therapy, Stanford Cancer Institute, Stanford University, Stanford, CA, USA.,Parker Institute for Cancer Immunotherapy, San Francisco, CA, USA.,Department of Biomedical Data Science, Stanford University, Stanford, CA, USA
| | - Aaron Y Mochizuki
- Department of Neurology and Neurological Sciences, Stanford University, Stanford, CA, USA
| | - Shawn M Gillespie
- Department of Neurology and Neurological Sciences, Stanford University, Stanford, CA, USA
| | | | - Jasia Mahdi
- Department of Neurology and Neurological Sciences, Stanford University, Stanford, CA, USA
| | - Agnes Reschke
- Stanford Center for Cancer Cell Therapy, Stanford Cancer Institute, Stanford University, Stanford, CA, USA.,Division of Pediatric Hematology, Oncology, Stem Cell Transplantation & Regenerative Medicine, Department of Pediatrics, Stanford University, Stanford, CA, USA
| | - Esther H Nie
- Department of Neurology and Neurological Sciences, Stanford University, Stanford, CA, USA
| | - Isabelle J Chau
- Department of Neurology and Neurological Sciences, Stanford University, Stanford, CA, USA
| | - Maria Caterina Rotiroti
- Division of Pediatric Hematology, Oncology, Stem Cell Transplantation & Regenerative Medicine, Department of Pediatrics, Stanford University, Stanford, CA, USA
| | - Christopher W Mount
- Department of Neurology and Neurological Sciences, Stanford University, Stanford, CA, USA
| | - Christina Baggott
- Stanford Center for Cancer Cell Therapy, Stanford Cancer Institute, Stanford University, Stanford, CA, USA
| | - Sharon Mavroukakis
- Stanford Center for Cancer Cell Therapy, Stanford Cancer Institute, Stanford University, Stanford, CA, USA
| | - Emily Egeler
- Stanford Center for Cancer Cell Therapy, Stanford Cancer Institute, Stanford University, Stanford, CA, USA
| | - Jennifer Moon
- Stanford Center for Cancer Cell Therapy, Stanford Cancer Institute, Stanford University, Stanford, CA, USA
| | - Courtney Erickson
- Stanford Center for Cancer Cell Therapy, Stanford Cancer Institute, Stanford University, Stanford, CA, USA
| | - Sean Green
- Division of Pediatric Hematology, Oncology, Stem Cell Transplantation & Regenerative Medicine, Department of Pediatrics, Stanford University, Stanford, CA, USA
| | - Michael Kunicki
- Stanford Center for Cancer Cell Therapy, Stanford Cancer Institute, Stanford University, Stanford, CA, USA.,Division of Pediatric Hematology, Oncology, Stem Cell Transplantation & Regenerative Medicine, Department of Pediatrics, Stanford University, Stanford, CA, USA
| | - Michelle Fujimoto
- Stanford Center for Cancer Cell Therapy, Stanford Cancer Institute, Stanford University, Stanford, CA, USA.,Division of Pediatric Hematology, Oncology, Stem Cell Transplantation & Regenerative Medicine, Department of Pediatrics, Stanford University, Stanford, CA, USA
| | - Zach Ehlinger
- Division of Pediatric Hematology, Oncology, Stem Cell Transplantation & Regenerative Medicine, Department of Pediatrics, Stanford University, Stanford, CA, USA
| | - Warren Reynolds
- Division of Pediatric Hematology, Oncology, Stem Cell Transplantation & Regenerative Medicine, Department of Pediatrics, Stanford University, Stanford, CA, USA
| | - Sreevidya Kurra
- Division of Pediatric Hematology, Oncology, Stem Cell Transplantation & Regenerative Medicine, Department of Pediatrics, Stanford University, Stanford, CA, USA
| | - Katherine E Warren
- Division of Pediatric Neuro-Oncology, Dana Farber Cancer Institute, Boston, MA, USA
| | - Snehit Prabhu
- Stanford Center for Cancer Cell Therapy, Stanford Cancer Institute, Stanford University, Stanford, CA, USA
| | - Hannes Vogel
- Department of Pathology, Stanford University, Stanford, CA, USA
| | - Lindsey Rasmussen
- Division of Critical Care Medicine, Department of Pediatrics, Stanford University, Stanford, CA, USA
| | - Timothy T Cornell
- Division of Critical Care Medicine, Department of Pediatrics, Stanford University, Stanford, CA, USA
| | - Sonia Partap
- Department of Neurology and Neurological Sciences, Stanford University, Stanford, CA, USA
| | - Paul G Fisher
- Department of Neurology and Neurological Sciences, Stanford University, Stanford, CA, USA
| | - Cynthia J Campen
- Department of Neurology and Neurological Sciences, Stanford University, Stanford, CA, USA
| | - Mariella G Filbin
- Division of Pediatric Neuro-Oncology, Dana Farber Cancer Institute, Boston, MA, USA
| | - Gerald Grant
- Department of Neurosurgery, Stanford University, Stanford, CA, USA
| | - Bita Sahaf
- Stanford Center for Cancer Cell Therapy, Stanford Cancer Institute, Stanford University, Stanford, CA, USA.,Division of Pediatric Hematology, Oncology, Stem Cell Transplantation & Regenerative Medicine, Department of Pediatrics, Stanford University, Stanford, CA, USA
| | - Kara L Davis
- Stanford Center for Cancer Cell Therapy, Stanford Cancer Institute, Stanford University, Stanford, CA, USA.,Division of Pediatric Hematology, Oncology, Stem Cell Transplantation & Regenerative Medicine, Department of Pediatrics, Stanford University, Stanford, CA, USA
| | - Steven A Feldman
- Stanford Center for Cancer Cell Therapy, Stanford Cancer Institute, Stanford University, Stanford, CA, USA
| | - Crystal L Mackall
- Stanford Center for Cancer Cell Therapy, Stanford Cancer Institute, Stanford University, Stanford, CA, USA. .,Division of Pediatric Hematology, Oncology, Stem Cell Transplantation & Regenerative Medicine, Department of Pediatrics, Stanford University, Stanford, CA, USA. .,Parker Institute for Cancer Immunotherapy, San Francisco, CA, USA. .,Division of Stem Cell Transplantation and Cell Therapy, Department of Medicine, Stanford University, Stanford, CA, USA.
| | - Michelle Monje
- Stanford Center for Cancer Cell Therapy, Stanford Cancer Institute, Stanford University, Stanford, CA, USA. .,Division of Pediatric Hematology, Oncology, Stem Cell Transplantation & Regenerative Medicine, Department of Pediatrics, Stanford University, Stanford, CA, USA. .,Department of Neurology and Neurological Sciences, Stanford University, Stanford, CA, USA. .,Department of Pathology, Stanford University, Stanford, CA, USA. .,Department of Neurosurgery, Stanford University, Stanford, CA, USA. .,Howard Hughes Medical Institute, Stanford University, Stanford, CA, USA.
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Wilson TJ, Toland A, Cayrol R, Vogel H. Initial Experience with Label-free Stimulated Raman Scattering Microscopy for Intraoperative Assessment of Peripheral Nerves. Clin Neurol Neurosurg 2022; 214:107180. [DOI: 10.1016/j.clineuro.2022.107180] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2021] [Revised: 02/14/2022] [Accepted: 02/16/2022] [Indexed: 11/27/2022]
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Rimal S, Li Y, Vartak R, Geng J, Tantray I, Li S, Huh S, Vogel H, Glabe C, Grinberg LT, Spina S, Seeley WW, Guo S, Lu B. Inefficient quality control of ribosome stalling during APP synthesis generates CAT-tailed species that precipitate hallmarks of Alzheimer's disease. Acta Neuropathol Commun 2021; 9:169. [PMID: 34663454 PMCID: PMC8522249 DOI: 10.1186/s40478-021-01268-6] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2021] [Accepted: 09/26/2021] [Indexed: 11/25/2022] Open
Abstract
Amyloid precursor protein (APP) metabolism is central to Alzheimer’s disease (AD) pathogenesis, but the key etiological driver remains elusive. Recent failures of clinical trials targeting amyloid-β (Aβ) peptides, the proteolytic fragments of amyloid precursor protein (APP) that are the main component of amyloid plaques, suggest that the proteostasis-disrupting, key pathogenic species remain to be identified. Previous studies suggest that APP C-terminal fragment (APP.C99) can cause disease in an Aβ-independent manner. The mechanism of APP.C99 pathogenesis is incompletely understood. We used Drosophila models expressing APP.C99 with the native ER-targeting signal of human APP, expressing full-length human APP only, or co-expressing full-length human APP and β-secretase (BACE), to investigate mechanisms of APP.C99 pathogenesis. Key findings are validated in mammalian cell culture models, mouse 5xFAD model, and postmortem AD patient brain materials. We find that ribosomes stall at the ER membrane during co-translational translocation of APP.C99, activating ribosome-associated quality control (RQC) to resolve ribosome collision and stalled translation. Stalled APP.C99 species with C-terminal extensions (CAT-tails) resulting from inadequate RQC are prone to aggregation, causing endolysosomal and autophagy defects and seeding the aggregation of amyloid β peptides, the main component of amyloid plaques. Genetically removing stalled and CAT-tailed APP.C99 rescued proteostasis failure, endolysosomal/autophagy dysfunction, neuromuscular degeneration, and cognitive deficits in AD models. Our finding of RQC factor deposition at the core of amyloid plaques from AD brains further supports the central role of defective RQC of ribosome collision and stalled translation in AD pathogenesis. These findings demonstrate that amyloid plaque formation is the consequence and manifestation of a deeper level proteostasis failure caused by inadequate RQC of translational stalling and the resultant aberrantly modified APP.C99 species, previously unrecognized etiological drivers of AD and newly discovered therapeutic targets.
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Zhang M, Wong SW, Lummus S, Han M, Radmanesh A, Ahmadian SS, Prolo LM, Lai H, Eghbal A, Oztekin O, Cheshier SH, Fisher PG, Ho CY, Vogel H, Vitanza NA, Lober RM, Grant GA, Jaju A, Yeom KW. Radiomic Phenotypes Distinguish Atypical Teratoid/Rhabdoid Tumors from Medulloblastoma. AJNR Am J Neuroradiol 2021; 42:1702-1708. [PMID: 34266866 DOI: 10.3174/ajnr.a7200] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2021] [Accepted: 04/05/2021] [Indexed: 01/06/2023]
Abstract
BACKGROUND AND PURPOSE Atypical teratoid/rhabdoid tumors and medulloblastomas have similar imaging and histologic features but distinctly different outcomes. We hypothesized that they could be distinguished by MR imaging-based radiomic phenotypes. MATERIALS AND METHODS We retrospectively assembled T2-weighted and gadolinium-enhanced T1-weighted images of 48 posterior fossa atypical teratoid/rhabdoid tumors and 96 match-paired medulloblastomas from 7 institutions. Using a holdout test set, we measured the performance of 6 candidate classifier models using 6 imaging features derived by sparse regression of 900 T2WI and 900 T1WI Imaging Biomarker Standardization Initiative-based radiomics features. RESULTS From the originally extracted 1800 total Imaging Biomarker Standardization Initiative-based features, sparse regression consistently reduced the feature set to 1 from T1WI and 5 from T2WI. Among classifier models, logistic regression performed with the highest AUC of 0.86, with sensitivity, specificity, accuracy, and F1 scores of 0.80, 0.82, 0.81, and 0.85, respectively. The top 3 important Imaging Biomarker Standardization Initiative features, by decreasing order of relative contribution, included voxel intensity at the 90th percentile, inverse difference moment normalized, and kurtosis-all from T2WI. CONCLUSIONS Six quantitative signatures of image intensity, texture, and morphology distinguish atypical teratoid/rhabdoid tumors from medulloblastomas with high prediction performance across different machine learning strategies. Use of this technique for preoperative diagnosis of atypical teratoid/rhabdoid tumors could significantly inform therapeutic strategies and patient care discussions.
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Affiliation(s)
- M Zhang
- From the Departments of Neurosurgery (M.Z.)
| | - S W Wong
- Department of Statistics (S.W.W.), Stanford University, Stanford, California
| | - S Lummus
- Department of Physiology and Nutrition (S.L.), University of Colorado, Colorado Springs, Colorado
| | - M Han
- Department of Pediatrics (M.H.), Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, Pennsylvania
| | - A Radmanesh
- Department of Radiology (A.R.), New York University Grossman School of Medicine, New York, New York
| | - S S Ahmadian
- Pathology (S.S.A., H.V.), Stanford Medical Center, Stanford University, Stanford, California
| | - L M Prolo
- Departments of Neurosurgery (L.M.P., G.A.G.)
| | - H Lai
- Department of Radiology (H.L., A.E.), Children's Hospital of Orange County, Orange, California and University of California, Irvine, Irvine, California
| | - A Eghbal
- Department of Radiology (H.L., A.E.), Children's Hospital of Orange County, Orange, California and University of California, Irvine, Irvine, California
| | - O Oztekin
- Department of Neuroradiology (O.O.), Cigli Education and Research Hospital, Bakircay University, Izmir, Turkey.,Department of Neuroradiology (O.O.), Tepecik Education and Research Hospital, Health Science University, Izmir, Turkey
| | - S H Cheshier
- Division of Pediatric Neurosurgery (S.H.C.), Department of Neurosurgery, Huntsman Cancer Institute, Intermountain Healthcare Primary Children's Hospital, University of Utah School of Medicine, Salt Lake City, Utah
| | | | - C Y Ho
- Departments of Clinical Radiology & Imaging Sciences (C.Y.H.), Riley Children's Hospital, Indiana University, Indianapolis, Indiana
| | - H Vogel
- Pathology (S.S.A., H.V.), Stanford Medical Center, Stanford University, Stanford, California
| | - N A Vitanza
- Division of Pediatric Hematology/Oncology (N.A.V.), Department of Pediatrics, Seattle Children's Hospital, Seattle, Washington
| | - R M Lober
- Division of Neurosurgery (R.M.L.), Department of Pediatrics, Wright State University Boonshoft School of Medicine, Dayton Children's Hospital, Dayton, Ohio
| | - G A Grant
- Departments of Neurosurgery (L.M.P., G.A.G.)
| | - A Jaju
- Department of Medical Imaging (A.J.), Ann and Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - K W Yeom
- Radiology (K.W.Y.), Lucile Packard Children's Hospital, Stanford University, Palo Alto, California
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Wawro AM, Gajera CR, Baker SA, Nirschl JJ, Vogel H, Montine TJ. Creatine transport and pathological changes in creatine transporter deficient mice. J Inherit Metab Dis 2021; 44:939-948. [PMID: 33389772 DOI: 10.1002/jimd.12358] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/23/2020] [Revised: 12/29/2020] [Accepted: 12/30/2020] [Indexed: 01/26/2023]
Abstract
The severe impact on brain function and lack of effective therapy for patients with creatine (Cr) transporter deficiency motivated the generation of three ubiquitous Slc6a8 deficient mice (-/y). While each mouse knock-out line has similar behavioral effects at 2 to 3 months of age, other features critical to the efficient use of these mice in drug discovery are unclear or lacking: the concentration of Cr in brain and heart differ widely between mouse lines, there are limited data on histopathologic changes, and no data on Cr uptake. Here, we determined survival, measured endogenous Cr and uptake of its deuterium-labeled analogue Cr-d3 using a liquid chromatography coupled with tandem mass spectrometry assay, and performed comprehensive histopathologic examination on the Slc6a8-/y mouse developed by Skelton et al. Our results show that Slc6a8-/y mice have widely varying organ-specific uptake of Cr-d3, significantly diminished growth with the exception of brain, progressive vacuolar myopathy, and markedly shortened lifespan.
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Affiliation(s)
- Adam M Wawro
- Department of Pathology, Stanford University, Stanford, California, USA
| | | | - Steven A Baker
- Department of Pathology, Stanford University, Stanford, California, USA
| | - Jeffrey J Nirschl
- Department of Pathology, Stanford University, Stanford, California, USA
| | - Hannes Vogel
- Department of Pathology, Stanford University, Stanford, California, USA
| | - Thomas J Montine
- Department of Pathology, Stanford University, Stanford, California, USA
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Majzner RG, Ramakrishna S, Mochizuki A, Patel S, Chinnasamy H, Yeom K, Schultz L, Richards R, Campen C, Reschke A, Mahdi J, Toland AMS, Baggott C, Mavroukakis S, Egeler E, Moon J, Landrum K, Erickson C, Rasmussen L, Barsan V, Tamaresis JS, Marcy AC, Kunicki M, Fujimoto M, Ehlinger Z, Kurra S, Cornell T, Partap S, Fisher P, Grant G, Vogel H, Sahaf B, Davis K, Feldman S, Mackall CL, Monje M. Abstract CT031: GD2 CAR T cells mediate clinical activity and manageable toxicity in children and young adults with DIPG and H3K27M-mutated diffuse midline gliomas. Cancer Res 2021. [DOI: 10.1158/1538-7445.am2021-ct031] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: Diffuse intrinsic pontine glioma (DIPG) and other H3K27M-mutated diffuse midline gliomas (DMGs) are universally lethal central nervous system tumors. We previously discovered that the disialoganglioside GD2 is highly and homogenously expressed on H3K27M+ gliomas and demonstrated that GD2 CAR T cells are effective in preclinical models (Mount/Majzner et al., Nat Med, 2018).
Methods: Four subjects (3 DIPG, 1 spinal cord DMG; 4-25 yr; 1M/3F) were enrolled at DL1. Three subjects with H3K27M+ DIPG received 1e6 autologous GD2 CAR T cells/kg intravenously (IV) on study. One patient, a 25 y/o with spinal cord DMG, developed rapidly progressive disease after enrollment, resulting in complete paraparesis that led to removal from the study prior to cell infusion; she was treated on a single patient eIND with the same treatment regimen as DL1. We utilized a retroviral vector expressing a 14g2a.4-1BB.z CAR construct and an inducible iCasp9 safety switch. Manufacturing was performed in the Miltenyi Prodigy on CD4/CD8 enriched apheresis product. CAR T cells were cultured in the presence of dasatinib to improve T cell fitness (Weber et al., Science, 2021). An Ommaya reservoir was placed in all patients for monitoring of intracranial pressure (ICP).
Results: We generated GD2 CAR T cell products meeting release criteria for all four patients. All subjects received lymphodepletion with cyclophosphamide and fludarabine and remained inpatient for 14+ days after infusion. All patients developed cytokine release syndrome (Grade 1-3) manifested by fever, tachycardia and hypotension, beginning 6-7 days after infusion. Due to concern for tumoral edema and increased ICP, patients were managed with conservative fluid resuscitation, and early intervention with tocilizumab and anakinra +/- corticosteroids. Other toxicities included ICANS (Grade 1-2) and neurotoxicity mediated by inflammation in sites of disease which we have termed Tumor Inflammation-Associated Neurotoxicity (TIAN). TIAN most often manifested as worsening of existing deficits, but one patient developed symptoms of increased ICP which quickly resolved upon removal of CSF via the Ommaya. No evidence of on-target, off-tumor toxicity was observed in any patients. No dose-limiting toxicities occurred.CAR T cells trafficked to the CNS and were detected in both the CSF and peripheral blood. Inflammatory cytokines including IL-6 were elevated in the CSF and blood. 3/4 patients exhibited marked improvement or resolution of neurological deficits and some radiographic improvement. The patient treated on a single patient eIND exhibited a >90% reduction in her spinal cord DMG tumor volume at two months post-infusion. Durability of the therapeutic benefit remains to be determined.
Conclusions: This is the first report of GD2 CAR T cell therapy for DIPG and spinal cord DMG. Toxicities are similar to other CAR T cells with additional, manageable complications due to inflammation at CNS sites of tumor. Treatment at DL1 demonstrated a tolerable safety profile and clear signs of T cell expansion and activity including clinical responses. This approach has the potential to transform therapy for patients with H3K27M+ DIPG/DMG. Further correlative studies, including single-cell RNAseq, longer-term outcomes and results from patients on subsequent dose levels will also be presented.
Citation Format: Robbie G. Majzner, Sneha Ramakrishna, Aaron Mochizuki, Shabnum Patel, Harshini Chinnasamy, Kristen Yeom, Liora Schultz, Rebecca Richards, Cynthia Campen, Agnes Reschke, Jasia Mahdi, Angus Martin Shaw Toland, Christina Baggott, Sharon Mavroukakis, Emily Egeler, Jennifer Moon, Kayla Landrum, Courtney Erickson, Lindsey Rasmussen, Valentin Barsan, John S. Tamaresis, Anne Cunniffe Marcy, Michael Kunicki, Michelle Fujimoto, Zach Ehlinger, Sreevidya Kurra, Timothy Cornell, Sonia Partap, Paul Fisher, Gerald Grant, Hannes Vogel, Bita Sahaf, Kara Davis, Steven Feldman, Crystal L. Mackall, Michelle Monje. GD2 CAR T cells mediate clinical activity and manageable toxicity in children and young adults with DIPG and H3K27M-mutated diffuse midline gliomas [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2021; 2021 Apr 10-15 and May 17-21. Philadelphia (PA): AACR; Cancer Res 2021;81(13_Suppl):Abstract nr CT031.
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Affiliation(s)
| | | | | | - Shabnum Patel
- Stanford University School of Medicine, Palo Alto, CA
| | | | - Kristen Yeom
- Stanford University School of Medicine, Palo Alto, CA
| | - Liora Schultz
- Stanford University School of Medicine, Palo Alto, CA
| | | | | | - Agnes Reschke
- Stanford University School of Medicine, Palo Alto, CA
| | - Jasia Mahdi
- Stanford University School of Medicine, Palo Alto, CA
| | | | | | | | - Emily Egeler
- Stanford University School of Medicine, Palo Alto, CA
| | - Jennifer Moon
- Stanford University School of Medicine, Palo Alto, CA
| | - Kayla Landrum
- Stanford University School of Medicine, Palo Alto, CA
| | | | | | | | | | | | | | | | - Zach Ehlinger
- Stanford University School of Medicine, Palo Alto, CA
| | | | | | - Sonia Partap
- Stanford University School of Medicine, Palo Alto, CA
| | - Paul Fisher
- Stanford University School of Medicine, Palo Alto, CA
| | - Gerald Grant
- Stanford University School of Medicine, Palo Alto, CA
| | - Hannes Vogel
- Stanford University School of Medicine, Palo Alto, CA
| | - Bita Sahaf
- Stanford University School of Medicine, Palo Alto, CA
| | - Kara Davis
- Stanford University School of Medicine, Palo Alto, CA
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Song S, McConnell KW, Amores D, Levinson A, Vogel H, Quarta M, Rando TA, George PM. Electrical stimulation of human neural stem cells via conductive polymer nerve guides enhances peripheral nerve recovery. Biomaterials 2021; 275:120982. [PMID: 34214785 DOI: 10.1016/j.biomaterials.2021.120982] [Citation(s) in RCA: 29] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2021] [Revised: 06/02/2021] [Accepted: 06/17/2021] [Indexed: 01/09/2023]
Abstract
Severe peripheral nerve injuries often result in permanent loss of function of the affected limb. Current treatments are limited by their efficacy in supporting nerve regeneration and behavioral recovery. Here we demonstrate that electrical stimulation through conductive nerve guides (CNGs) enhances the efficacy of human neural progenitor cells (hNPCs) in treating a sciatic nerve transection in rats. Electrical stimulation strengthened the therapeutic potential of NPCs by upregulating gene expression of neurotrophic factors which are critical in augmenting synaptic remodeling, nerve regeneration, and myelination. Electrically-stimulated hNPC-containing CNGs are significantly more effective in improving sensory and motor functions starting at 1-2 weeks after treatment than either treatment alone. Electrophysiology and muscle assessment demonstrated successful re-innervation of the affected target muscles in this group. Furthermore, histological analysis highlighted an increased number of regenerated nerve fibers with thicker myelination in electrically-stimulated hNPC-containing CNGs. The elevated expression of tyrosine kinase receptors (Trk) receptors, known to bind to neurotrophic factors, indicated the long-lasting effect from electrical stimulation on nerve regeneration and distal nerve re-innervation. These data suggest that electrically-enhanced stem cell-based therapy provides a regenerative rehabilitative approach to promote peripheral nerve regeneration and functional recovery.
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Affiliation(s)
- Shang Song
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA, USA
| | - Kelly W McConnell
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA, USA
| | - Danielle Amores
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA, USA
| | - Alexa Levinson
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA, USA
| | - Hannes Vogel
- Department of Pathology, Stanford University, Stanford, CA, USA
| | - Marco Quarta
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA, USA; Paul F. Glenn Laboratories for the Biology of Aging, Stanford University School of Medicine, Stanford, CA, USA; Center for Tissue Regeneration, Restoration and Repair, Veterans Affairs Hospital, Palo Alto, CA, USA
| | - Thomas A Rando
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA, USA; Paul F. Glenn Laboratories for the Biology of Aging, Stanford University School of Medicine, Stanford, CA, USA; Center for Tissue Regeneration, Restoration and Repair, Veterans Affairs Hospital, Palo Alto, CA, USA
| | - Paul M George
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA, USA; Stanford Stroke Center and Stanford University School of Medicine, Stanford, CA, USA.
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Mochizuki A, Ramakrishna S, Good Z, Patel S, Chinnasamy H, Yeom K, Schultz L, Richards R, Campen C, Reschke A, Mahdi J, Toland A, Baggot C, Mavroukakis S, Egeler E, Moon J, Landrum K, Erickson C, Rasmussen L, Barsan V, Tamaresis J, Marcy A, Kunicki M, Celones M, Ehlinger Z, Kurra S, Cornell T, Partap S, Fisher P, Grant G, Vogel H, Davis K, Feldman S, Sahaf B, Majzner R, Mackall C, Monje M. OMIC-11. SINGLE CELL RNA SEQUENCING FROM THE CSF OF SUBJECTS WITH H3K27M+ DIPG/DMG TREATED WITH GD2 CAR T-CELLULAR THERAPY. Neuro Oncol 2021. [PMCID: PMC8168255 DOI: 10.1093/neuonc/noab090.158] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Abstract
Introduction We are conducting a Phase I clinical trial utilizing chimeric antigen receptor (CAR) T-cells targeting GD2 (NCT04196413) for H3K27M-mutant diffuse intrinsic pontine glioma (DIPG) and spinal cord diffuse midline glioma (DMG). Cerebrospinal fluid (CSF) is collected for correlative studies at the time of routine intracranial pressure monitoring via Ommaya catheter. Here we present single cell RNA-sequencing results from the first 3 subjects. Methods Single cell RNA-sequencing was performed utilizing 10X Genomics on cells isolated from CSF at various time points before and after CAR T-cell administration and on the CAR T-cell product. Output was aligned with Cell Ranger and analyzed in R. Results As detailed in the Majzner et al. abstract presented at this meeting, three of four subjects treated at dose-level one exhibited clear radiographic and/or clinical benefit. We have to date completed single cell RNA-sequencing for three of these four subjects (two with benefit, one without). After filtering out low-quality signals and doublets, 89,604 cells across 3 subjects were analyzed. Of these, 4,122 cells represent cells isolated from CSF and 85,482 cells represent CAR T-cell product. Two subjects who demonstrated clear clinical and radiographic improvement exhibited fewer S100A8+S100A9+ myeloid suppressor-cells and CD25+FOXP3+ regulatory T-cells in the CSF pre-infusion compared to the subject who did not derive a therapeutic response. In one subject with DIPG who demonstrated improvement, polyclonal CAR T-cells detectable in CSF at Day +14 demonstrated enrichment of CD8A, GZMA, GNLY and PDCD1 compared to the pre-infusion CAR T-cells by trajectory analysis, suggesting differentiation toward a cytotoxic phenotype; the same subject exhibited increasing numbers of S100A8+S100A9+ myeloid cells and CX3CR1+P2RY12+ microglia over time. Further analyses will be presented as data become available. Conclusions The presence of immunosuppressive myeloid populations, detectable in CSF, may correlate to clinical response in CAR T cell therapy for DIPG/DMG.
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Affiliation(s)
| | | | - Zina Good
- Stanford University, Palo Alto, CA, USA
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Majzner R, Ramakrishna S, Mochizuki A, Patel S, Chinnasamy H, Yeom K, Schultz L, Richards R, Campen C, Reschke A, Mahdi J, Toland AMS, Baggott C, Mavroukakis S, Egeler E, Moon J, Landrum K, Erickson C, Rasmussen L, Barsan V, Tamaresis J, Marcy A, Kunicki M, Fujimoto M, Ehlinger Z, Kurra S, Cornell T, Partap S, Fisher P, Grant G, Vogel H, Sahaf B, Davis K, Feldman S, Mackall C, Monje M. EPCT-14. GD2 CAR T-CELLS MEDIATE CLINICAL ACTIVITY AND MANAGEABLE TOXICITY IN CHILDREN AND YOUNG ADULTS WITH H3K27M-MUTATED DIPG AND SPINAL CORD DMG. Neuro Oncol 2021. [PMCID: PMC8168142 DOI: 10.1093/neuonc/noab090.200] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Abstract
Background
We previously discovered high expression of the disialoganglioside GD2 on H3K27M+ gliomas and demonstrated preclinical efficacy of intravenous (IV) GD2-targeted chimeric antigen receptor (CAR) T-cells in preclinical models of H3K27M-mutated diffuse intrinsic pontine glioma (DIPG) and diffuse midline gliomas (DMGs). We are now conducting a Phase I clinical trial (NCT04196413) of autologous GD2-targeting CAR T-cells for H3K27M+ DIPG and spinal cord DMG. Here we present the results of subjects treated at dose level 1 (DL1; 1 million GD2-CAR T-cells/kg IV).
Methods
Four patients (3 DIPG, 1 spinal DMG; ages 4–25; 1M/3F) were enrolled at DL1. Three subjects with H3K27M+ DIPG received 1e6 GD2-CAR T-cells/kg IV on study. One patient with spinal DMG enrolled but became ineligible after manufacturing and was treated on an eIND at DL1. An Ommaya reservoir was placed in all subjects for therapeutic monitoring of intracranial pressure. Subjects underwent lymphodepletion with fludarabine/cyclophosphamide and remained inpatient for at least two weeks post-infusion.
Results
All subjects developed cytokine release syndrome (Grade 1–3) manifested by fever, tachycardia and hypotension. Other toxicities included ICANS (Grade 1–2) and neurological symptoms/signs mediated by intratumoral inflammation which we have termed Tumor Inflammation-Associated Neurotoxicity (TIAN). No evidence of on-target, off-tumor toxicity was observed in any patients. No dose-limiting toxicities occurred. CAR T cells trafficked to the CNS and were detected in CSF and blood. 3/4 patients exhibited marked improvement or resolution of neurological deficits and radiographic improvement. The patient treated on an eIND exhibited >90% reduction in spinal DMG volume but progressed by month 3. Re-treatment of this subject via intracerebroventricular administration resulted in a second reduction in spinal DMG volume by ~80%.
Conclusions
GD2-CAR T-cells at DL1 demonstrate a tolerable safety profile in patients with H3K27M+ DIPG/DMG with clear signs of T-cell expansion and activity including clinical responses.
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Affiliation(s)
- Robbie Majzner
- Stanford University School of Medicine, Stanford, CA, USA
| | | | | | - Shabnum Patel
- Stanford University School of Medicine, Stanford, CA, USA
| | | | - Kristen Yeom
- Stanford University School of Medicine, Stanford, CA, USA
| | - Liora Schultz
- Stanford University School of Medicine, Stanford, CA, USA
| | | | - Cynthia Campen
- Stanford University School of Medicine, Stanford, CA, USA
| | - Agnes Reschke
- Stanford University School of Medicine, Stanford, CA, USA
| | - Jasia Mahdi
- Stanford University School of Medicine, Stanford, CA, USA
| | | | | | | | - Emily Egeler
- Stanford University School of Medicine, Stanford, CA, USA
| | - Jennifer Moon
- Stanford University School of Medicine, Stanford, CA, USA
| | - Kayla Landrum
- Stanford University School of Medicine, Stanford, CA, USA
| | | | | | | | - John Tamaresis
- Stanford University School of Medicine, Stanford, CA, USA
| | - Anne Marcy
- Stanford University School of Medicine, Stanford, CA, USA
| | | | | | - Zach Ehlinger
- Stanford University School of Medicine, Stanford, CA, USA
| | | | | | - Sonia Partap
- Stanford University School of Medicine, Stanford, CA, USA
| | - Paul Fisher
- Stanford University School of Medicine, Stanford, CA, USA
| | - Gerald Grant
- Stanford University School of Medicine, Stanford, CA, USA
| | - Hannes Vogel
- Stanford University School of Medicine, Stanford, CA, USA
| | - Bita Sahaf
- Stanford University School of Medicine, Stanford, CA, USA
| | - Kara Davis
- Stanford University School of Medicine, Stanford, CA, USA
| | - Steven Feldman
- Stanford University School of Medicine, Stanford, CA, USA
| | | | - Michelle Monje
- Stanford University School of Medicine, Stanford, CA, USA
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Eggeler G, Vogel H, Friedrich J, Kaesche H. Zielpräparation zum transmissionselektronenmikroskopischen Nachweis der Phase Al3Fe (Θ-Phase) auf tauchaluminiertem, niedriglegiertem Stahl / Target Preparation for the Transmission Electron Microscopic identification of the Al3Fe (Θ-Phase) in Hot-Dip Aluminised Low Alloyed Steel. ACTA ACUST UNITED AC 2021. [DOI: 10.1515/pm-1985-220402] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
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Zhou Q, van den Berg NS, Rosenthal EL, Iv M, Zhang M, Vega Leonel JCM, Walters S, Nishio N, Granucci M, Raymundo R, Yi G, Vogel H, Cayrol R, Lee YJ, Lu G, Hom M, Kang W, Hayden Gephart M, Recht L, Nagpal S, Thomas R, Patel C, Grant GA, Li G. EGFR-targeted intraoperative fluorescence imaging detects high-grade glioma with panitumumab-IRDye800 in a phase 1 clinical trial. Theranostics 2021; 11:7130-7143. [PMID: 34158840 PMCID: PMC8210618 DOI: 10.7150/thno.60582] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2021] [Accepted: 04/24/2021] [Indexed: 12/12/2022] Open
Abstract
Rationale: First-line therapy for high-grade gliomas (HGGs) includes maximal safe surgical resection. The extent of resection predicts overall survival, but current neuroimaging approaches lack tumor specificity. The epidermal growth factor receptor (EGFR) is a highly expressed HGG biomarker. We evaluated the safety and feasibility of an anti-EGFR antibody, panitumuab-IRDye800, at subtherapeutic doses as an imaging agent for HGG. Methods: Eleven patients with contrast-enhancing HGGs were systemically infused with panitumumab-IRDye800 at a low (50 mg) or high (100 mg) dose 1-5 days before surgery. Near-infrared fluorescence imaging was performed intraoperatively and ex vivo, to identify the optimal tumor-to-background ratio by comparing mean fluorescence intensities of tumor and histologically uninvolved tissue. Fluorescence was correlated with preoperative T1 contrast, tumor size, EGFR expression and other biomarkers. Results: No adverse events were attributed to panitumumab-IRDye800. Tumor fragments as small as 5 mg could be detected ex vivo and detection threshold was dose dependent. In tissue sections, panitumumab-IRDye800 was highly sensitive (95%) and specific (96%) for pathology confirmed tumor containing tissue. Cellular delivery of panitumumab-IRDye800 was correlated to EGFR overexpression and compromised blood-brain barrier in HGG, while normal brain tissue showed minimal fluorescence. Intraoperative fluorescence improved optical contrast in tumor tissue within and beyond the T1 contrast-enhancing margin, with contrast-to-noise ratios of 9.5 ± 2.1 and 3.6 ± 1.1, respectively. Conclusions: Panitumumab-IRDye800 provided excellent tumor contrast and was safe at both doses. Smaller fragments of tumor could be detected at the 100 mg dose and thus more suitable for intraoperative imaging.
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Affiliation(s)
- Quan Zhou
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA, USA
- Otolaryngology-Head and Neck Surgery, Stanford University School of Medicine, Stanford, CA, USA
| | - Nynke S. van den Berg
- Otolaryngology-Head and Neck Surgery, Stanford University School of Medicine, Stanford, CA, USA
| | - Eben L. Rosenthal
- Otolaryngology-Head and Neck Surgery, Stanford University School of Medicine, Stanford, CA, USA
- Stanford Cancer Center, Stanford University, Stanford, CA, USA
| | - Michael Iv
- Department of Radiology, Stanford University School of Medicine, Stanford, CA, USA
| | - Michael Zhang
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA, USA
| | | | - Shannon Walters
- Department of Radiology, Stanford University School of Medicine, Stanford, CA, USA
| | - Naoki Nishio
- Otolaryngology-Head and Neck Surgery, Stanford University School of Medicine, Stanford, CA, USA
| | - Monica Granucci
- Cancer Clinical Trials Office, Stanford University School of Medicine, Stanford, CA, USA
| | - Roan Raymundo
- Otolaryngology-Head and Neck Surgery, Stanford University School of Medicine, Stanford, CA, USA
- Cancer Clinical Trials Office, Stanford University School of Medicine, Stanford, CA, USA
| | - Grace Yi
- Otolaryngology-Head and Neck Surgery, Stanford University School of Medicine, Stanford, CA, USA
- Cancer Clinical Trials Office, Stanford University School of Medicine, Stanford, CA, USA
| | - Hannes Vogel
- Department of Neuropathology, Stanford University School of Medicine, Stanford, CA, USA
| | - Romain Cayrol
- Department of Neuropathology, Stanford University School of Medicine, Stanford, CA, USA
| | - Yu-Jin Lee
- Otolaryngology-Head and Neck Surgery, Stanford University School of Medicine, Stanford, CA, USA
| | - Guolan Lu
- Otolaryngology-Head and Neck Surgery, Stanford University School of Medicine, Stanford, CA, USA
| | - Marisa Hom
- Otolaryngology-Head and Neck Surgery, Stanford University School of Medicine, Stanford, CA, USA
| | - Wenying Kang
- Otolaryngology-Head and Neck Surgery, Stanford University School of Medicine, Stanford, CA, USA
| | | | - Larry Recht
- Department of Neurology, Stanford University School of Medicine, Stanford, CA, USA
| | - Seema Nagpal
- Department of Neurology, Stanford University School of Medicine, Stanford, CA, USA
| | - Reena Thomas
- Department of Neurology, Stanford University School of Medicine, Stanford, CA, USA
| | - Chirag Patel
- Department of Neurology, Stanford University School of Medicine, Stanford, CA, USA
| | - Gerald A. Grant
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA, USA
| | - Gordon Li
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA, USA
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Manniello MD, Moretta A, Salvia R, Scieuzo C, Lucchetti D, Vogel H, Sgambato A, Falabella P. Insect antimicrobial peptides: potential weapons to counteract the antibiotic resistance. Cell Mol Life Sci 2021; 78:4259-4282. [PMID: 33595669 PMCID: PMC8164593 DOI: 10.1007/s00018-021-03784-z] [Citation(s) in RCA: 104] [Impact Index Per Article: 34.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2020] [Revised: 01/19/2021] [Accepted: 01/29/2021] [Indexed: 02/07/2023]
Abstract
Misuse and overuse of antibiotics have contributed in the last decades to a phenomenon known as antibiotic resistance which is currently considered one of the principal threats to global public health by the World Health Organization. The aim to find alternative drugs has been demonstrated as a real challenge. Thanks to their biodiversity, insects represent the largest class of organisms in the animal kingdom. The humoral immune response includes the production of antimicrobial peptides (AMPs) that are released into the insect hemolymph after microbial infection. In this review, we have focused on insect immune responses, particularly on AMP characteristics, their mechanism of action and applications, especially in the biomedical field. Furthermore, we discuss the Toll, Imd, and JAK-STAT pathways that activate genes encoding for the expression of AMPs. Moreover, we focused on strategies to improve insect peptides stability against proteolytic susceptibility such as D-amino acid substitutions, N-terminus modification, cyclization and dimerization.
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Affiliation(s)
- M D Manniello
- Department of Sciences, University of Basilicata, Via dell'Ateneo Lucano 10, 85100, Potenza, Italy
| | - A Moretta
- Department of Sciences, University of Basilicata, Via dell'Ateneo Lucano 10, 85100, Potenza, Italy
| | - R Salvia
- Department of Sciences, University of Basilicata, Via dell'Ateneo Lucano 10, 85100, Potenza, Italy
- Spinoff XFlies S.R.L, University of Basilicata, Via dell'Ateneo Lucano 10, 85100, Potenza, Italy
| | - C Scieuzo
- Department of Sciences, University of Basilicata, Via dell'Ateneo Lucano 10, 85100, Potenza, Italy
- Spinoff XFlies S.R.L, University of Basilicata, Via dell'Ateneo Lucano 10, 85100, Potenza, Italy
| | - D Lucchetti
- Department of Translational Medicine and Surgery, Università Cattolica del Sacro Cuore, Rome, Italy
| | - H Vogel
- Department of Entomology, Max Planck Institute for Chemical Ecology, Hans-Knöll-Straße 8, 07745, Jena, Germany
| | - A Sgambato
- Department of Translational Medicine and Surgery, Università Cattolica del Sacro Cuore, Rome, Italy
- Centro di Riferimento Oncologico Della Basilicata (IRCCS-CROB), Rionero in Vulture (PZ), Italy
| | - P Falabella
- Department of Sciences, University of Basilicata, Via dell'Ateneo Lucano 10, 85100, Potenza, Italy.
- Spinoff XFlies S.R.L, University of Basilicata, Via dell'Ateneo Lucano 10, 85100, Potenza, Italy.
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