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Auricchio AM, Pennisi G, Menna G, Olivi A, Gessi M, Gielen GH, Gaudino S, Montano N, Papacci F. H3 K27-Altered Diffuse Glioma of the Spinal Cord in Adult Patients: A Qualitative Systematic Review and Peculiarity of Radiological Findings. J Clin Med 2024; 13:2972. [PMID: 38792513 PMCID: PMC11122636 DOI: 10.3390/jcm13102972] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2024] [Revised: 05/10/2024] [Accepted: 05/16/2024] [Indexed: 05/26/2024] Open
Abstract
Background: Primary spinal cord diffuse gliomas (SpDG) are rare tumors that may harbor, like diffuse intrinsic pontine gliomas (DIPG), H3K27M mutations. According to the WHO (2021), SpDGs are included in diffuse midline H3K27-altered gliomas, which occur more frequently in adults and show unusual clinical presentation, neuroradiological features, and clinical behavior, which differ from H3 G34-mutant diffuse hemispheric glioma. Currently, homogeneous adult-only case series of SpDG, with complete data and adequate follow-up, are still lacking. Methods: We conducted a qualitative systematic review, focusing exclusively on adult and young adult patients, encompassing all studies reporting cases of primitive, non-metastatic SpDG with H3K27 mutation. We analyzed the type of treatment administered, survival, follow-up duration, and outcomes. Results: We identified 30 eligible articles published between 1990 and 2023, which collectively reported on 62 adult and young adult patients with primitive SpDG. Postoperative outcomes were assessed based on the duration of follow-up, with outcomes categorized as either survival or mortality. Patients who underwent surgery were followed up for a mean duration of 17.37 months, while those who underwent biopsy had a mean follow-up period of 14.65 months. Among patients who were still alive, the mean follow-up duration was 18.77 months. The radiological presentation of SpDG varies widely, indicating its lack of uniformity. Conclusion: Therefore, we presented a descriptive scenario where SpDG was initially suspected to be a meningioma, but was later revealed to be a malignant SpDG with H3K27M mutation.
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Affiliation(s)
- Anna Maria Auricchio
- Department of Neurosurgery, Fondazione Universitaria Policlinico Gemelli, 00168 Rome, Italy; (A.M.A.); (G.M.); (A.O.); (N.M.); (F.P.)
- Department of Neurosurgery, Università Cattolica del Sacro Cuore, 00136 Rome, Italy
| | - Giovanni Pennisi
- Department of Neurosurgery, Fondazione Universitaria Policlinico Gemelli, 00168 Rome, Italy; (A.M.A.); (G.M.); (A.O.); (N.M.); (F.P.)
- Department of Neurosurgery, Università Cattolica del Sacro Cuore, 00136 Rome, Italy
- Department of Neurosurgery, F. Spaziani Hospital, 03100 Frosinone, Italy
| | - Grazia Menna
- Department of Neurosurgery, Fondazione Universitaria Policlinico Gemelli, 00168 Rome, Italy; (A.M.A.); (G.M.); (A.O.); (N.M.); (F.P.)
- Department of Neurosurgery, Università Cattolica del Sacro Cuore, 00136 Rome, Italy
| | - Alessandro Olivi
- Department of Neurosurgery, Fondazione Universitaria Policlinico Gemelli, 00168 Rome, Italy; (A.M.A.); (G.M.); (A.O.); (N.M.); (F.P.)
| | - Marco Gessi
- Department of Pathology, Fondazione Universitaria Policlinico Gemelli, 00168 Rome, Italy;
| | - Gerrit H. Gielen
- Department of Neuropathology, Universitätsklinikum Bonn, 53127 Bonn, Germany;
| | - Simona Gaudino
- Department of Radiology, Fondazione Universitaria Policlinico Gemelli, 00168 Rome, Italy;
| | - Nicola Montano
- Department of Neurosurgery, Fondazione Universitaria Policlinico Gemelli, 00168 Rome, Italy; (A.M.A.); (G.M.); (A.O.); (N.M.); (F.P.)
| | - Fabio Papacci
- Department of Neurosurgery, Fondazione Universitaria Policlinico Gemelli, 00168 Rome, Italy; (A.M.A.); (G.M.); (A.O.); (N.M.); (F.P.)
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2
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Odia Y, Hall MD, Cloughesy TF, Wen PY, Arrillaga-Romany I, Daghistani D, Mehta MP, Tarapore RS, Ramage SC, Allen JE. Selective DRD2 antagonist and ClpP agonist ONC201 in a recurrent non-midline H3 K27M-mutant glioma cohort. Neuro Oncol 2024; 26:S165-S172. [PMID: 38386699 PMCID: PMC11066928 DOI: 10.1093/neuonc/noae021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Indexed: 02/24/2024] Open
Abstract
BACKGROUND Diffuse midline glioma, H3 K27-altered (H3 K27M-altered DMG) are invariably lethal, disproportionately affecting the young and without effective treatment besides radiotherapy. The 2016 World Health Organization (WHO) Central Nervous System (CNS) Tumors Classification defined H3 K27M mutations as pathognomonic but restricted diagnosis to diffuse gliomas involving midline structures by 2018. Dordaviprone (ONC201) is an oral investigational small molecule, DRD2 antagonist, and ClpP agonist associated with durable responses in recurrent H3 K27M-mutant DMG. Activity of ONC201 in non-midline H3 K27M-mutant diffuse gliomas has not been reported. METHODS Patients with recurrent non-midline H3 K27M-mutant diffuse gliomas treated with ONC201 were enrolled in 5 trials. Eligibility included measurable disease by Response Assessment in Neuro-Oncology (RANO) high-grade glioma, Karnofsky/Lansky performance score ≥60, and ≥90 days from radiation. The primary endpoint was overall response rate (ORR). RESULTS Five patients with cerebral gliomas (3 frontal, 1 temporal, and 1 parietal) met inclusion. One complete and one partial response were reported by investigators. Blinded independent central review confirmed ORR by RANO criteria for 2, however, 1 deemed nonmeasurable and another stable. A responding patient also noted improved mobility and alertness. CONCLUSIONS H3 K27M-mutant diffuse gliomas occasionally occur in non-midline cerebrum. ONC201 exhibits activity in H3 K27M-mutant gliomas irrespective of CNS location.
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Affiliation(s)
- Yazmin Odia
- Department of Neuro-Oncology, Miami Cancer Institute (MCI), Baptist Health South Florida, Miami, Florida, USA
| | - Matthew D Hall
- Department of Neuro-Oncology, Miami Cancer Institute (MCI), Baptist Health South Florida, Miami, Florida, USA
| | | | - Patrick Y Wen
- Center for Neuro-Oncology, Dana-Farber/Brigham and Women’s Cancer Center (DFCC), Harvard Medical School, Boston, Massachusetts, USA
| | - Isabel Arrillaga-Romany
- Center for Neuro-Oncology, Dana-Farber/Brigham and Women’s Cancer Center (DFCC), Harvard Medical School, Boston, Massachusetts, USA
| | - Doured Daghistani
- Department of Neuro-Oncology, Miami Cancer Institute (MCI), Baptist Health South Florida, Miami, Florida, USA
| | - Minesh P Mehta
- Department of Neuro-Oncology, Miami Cancer Institute (MCI), Baptist Health South Florida, Miami, Florida, USA
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3
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Akdemir EY, Odia Y, Hall MD, Mehta MP, Kotecha R. An Update on H3K27M-altered Diffuse Midline Glioma: Diagnostic and Therapeutic Challenges in Clinical Practice. Pract Radiat Oncol 2024:S1879-8500(24)00094-8. [PMID: 38704025 DOI: 10.1016/j.prro.2024.04.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2024] [Accepted: 04/23/2024] [Indexed: 05/06/2024]
Abstract
H3K27-altered diffuse midline glioma (DMG H3K27-altered) is a relatively newly-designated WHO entity which primarily affects the midline structures of the central nervous system (CNS), including the brainstem (predominantly pontine region), thalamus, midbrain, or spinal cord, and primarily affects children and young adults. Despite the proximity of these tumors to eloquent areas in the CNS, novel stereotactic approaches have facilitated the ability to obtain tissue diagnoses without significant morbidity, providing molecular diagnostic information in more than half of patients. Conventionally fractionated radiation therapy to a total dose of 54-60 Gy in 27-30 fractions and 24 Gy in 12 fractions play a crucial role in the definitive treatment of these tumors in the primary and salvage settings, respectively. Hypofractionated regimens may allow for accelerated treatment courses in selected patients without jeopardizing disease control or survival. The decision to add concurrent or adjuvant systemic therapy mainly relies on the physicians' experience without solid evidence in the literature in favor of any particular regimen. Recently, novel agents, such as ONC201 have demonstrated promising oncologic outcomes in progressive/recurrent tumors and are currently under investigation in ongoing randomized trials. Given the scarcity of data and well-established guidelines due to the rare nature of the disease, we provide a contemporary overview on the molecular underpinnings of this disease entity, describe the role of radiotherapy and systemic therapy, and present practice management principles based on the published literature.
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Affiliation(s)
- Eyub Yasar Akdemir
- Department of Radiation Oncology, Miami Cancer Institute, Baptist Health South Florida, Miami, Florida
| | - Yazmin Odia
- Herbert Wertheim College of Medicine, Florida International University, Miami, Florida; Department of Neuro-Oncology, Miami Cancer Institute, Baptist Health South Florida, Miami, Florida
| | - Matthew D Hall
- Department of Radiation Oncology, Miami Cancer Institute, Baptist Health South Florida, Miami, Florida; Herbert Wertheim College of Medicine, Florida International University, Miami, Florida
| | - Minesh P Mehta
- Department of Radiation Oncology, Miami Cancer Institute, Baptist Health South Florida, Miami, Florida; Herbert Wertheim College of Medicine, Florida International University, Miami, Florida
| | - Rupesh Kotecha
- Department of Radiation Oncology, Miami Cancer Institute, Baptist Health South Florida, Miami, Florida; Herbert Wertheim College of Medicine, Florida International University, Miami, Florida.
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4
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Patel J, Aittaleb R, Doherty R, Gera A, Lau B, Messinger D, Wadden J, Franson A, Saratsis A, Koschmann C. Liquid biopsy in H3K27M diffuse midline glioma. Neuro Oncol 2024; 26:S101-S109. [PMID: 38096156 PMCID: PMC11066927 DOI: 10.1093/neuonc/noad229] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Indexed: 02/15/2024] Open
Abstract
Diffuse midline glioma (DMG) with H3K27M mutation is an aggressive and difficult to treat pediatric brain tumor. Recurrent gain of function mutations in H3.3 (H3.3A) and H3.1 (H3C2) at the 27th lysine to methionine (H3K27M) are seen in over 2/3 of DMGs, and are associated with a worse prognosis. Due to the anatomical location of DMG, traditional biopsy carries risk for neurologic injury as it requires penetration of vital midline structures. Further, radiographic (MRI) monitoring of DMG often shows nonspecific changes, which makes therapeutic monitoring difficult. This indicates a critical need for more minimally invasive methods, such as liquid biopsy, to understand, diagnose, and monitor H3K27M DMG. Here, we review the use of all modalities to date to detect biomarkers of H3K27M in cerebrospinal fluid (CSF), blood, and urine, and compare their effectiveness in detection, diagnosis, and monitoring treatment response. We provide specific detail of recent efforts to monitor CSF and plasma H3K27M cell-free DNA in patients undergoing therapy with the imipridone ONC201. Lastly, we discuss the future of therapeutic monitoring of H3K27M-DMG, including biomarkers such as mitochondrial DNA, mutant and modified histones, and novel sequencing-based approaches for improved detection methods.
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Affiliation(s)
- Jina Patel
- Department of Pediatrics, Michigan Medicine, Ann Arbor, Michigan, USA
| | - Rayan Aittaleb
- Department of Pediatrics, Michigan Medicine, Ann Arbor, Michigan, USA
| | - Robert Doherty
- Department of Pediatrics, Michigan Medicine, Ann Arbor, Michigan, USA
| | - Ananya Gera
- Department of Pediatrics, Michigan Medicine, Ann Arbor, Michigan, USA
| | - Benison Lau
- Department of Pediatrics, Michigan Medicine, Ann Arbor, Michigan, USA
| | - Dana Messinger
- Department of Pediatrics, Michigan Medicine, Ann Arbor, Michigan, USA
| | - Jack Wadden
- Department of Pediatrics, Michigan Medicine, Ann Arbor, Michigan, USA
| | - Andrea Franson
- Department of Pediatrics, Michigan Medicine, Ann Arbor, Michigan, USA
| | | | - Carl Koschmann
- Department of Pediatrics, Michigan Medicine, Ann Arbor, Michigan, USA
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5
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Arrillaga-Romany I, Gardner SL, Odia Y, Aguilera D, Allen JE, Batchelor T, Butowski N, Chen C, Cloughesy T, Cluster A, de Groot J, Dixit KS, Graber JJ, Haggiagi AM, Harrison RA, Kheradpour A, Kilburn LB, Kurz SC, Lu G, MacDonald TJ, Mehta M, Melemed AS, Nghiemphu PL, Ramage SC, Shonka N, Sumrall A, Tarapore RS, Taylor L, Umemura Y, Wen PY. ONC201 (Dordaviprone) in Recurrent H3 K27M-Mutant Diffuse Midline Glioma. J Clin Oncol 2024; 42:1542-1552. [PMID: 38335473 PMCID: PMC11095894 DOI: 10.1200/jco.23.01134] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2023] [Revised: 10/20/2023] [Accepted: 12/11/2023] [Indexed: 02/12/2024] Open
Abstract
PURPOSE Histone 3 (H3) K27M-mutant diffuse midline glioma (DMG) has a dismal prognosis with no established effective therapy beyond radiation. This integrated analysis evaluated single-agent ONC201 (dordaviprone), a first-in-class imipridone, in recurrent H3 K27M-mutant DMG. METHODS Fifty patients (pediatric, n = 4; adult, n = 46) with recurrent H3 K27M-mutant DMG who received oral ONC201 monotherapy in four clinical trials or one expanded access protocol were included. Eligible patients had measurable disease by Response Assessment in Neuro-Oncology (RANO) high-grade glioma (HGG) criteria and performance score (PS) ≥60 and were ≥90 days from radiation; pontine and spinal tumors were ineligible. The primary end point was overall response rate (ORR) by RANO-HGG criteria. Secondary end points included duration of response (DOR), time to response (TTR), corticosteroid response, PS response, and ORR by RANO low-grade glioma (LGG) criteria. Radiographic end points were assessed by dual-reader, blinded independent central review. RESULTS The ORR (RANO-HGG) was 20.0% (95% CI, 10.0 to 33.7). The median TTR was 8.3 months (range, 1.9-15.9); the median DOR was 11.2 months (95% CI, 3.8 to not reached). The ORR by combined RANO-HGG/LGG criteria was 30.0% (95% CI, 17.9 to 44.6). A ≥50% corticosteroid dose reduction occurred in 7 of 15 evaluable patients (46.7% [95% CI, 21.3 to 73.4]); PS improvement occurred in 6 of 34 evaluable patients (20.6% [95% CI, 8.7 to 37.9]). Grade 3 treatment-related treatment-emergent adverse events (TR-TEAEs) occurred in 20.0% of patients; the most common was fatigue (n = 5; 10%); no grade 4 TR-TEAEs, deaths, or discontinuations occurred. CONCLUSION ONC201 monotherapy was well tolerated and exhibited durable and clinically meaningful efficacy in recurrent H3 K27M-mutant DMG.
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Affiliation(s)
| | | | - Yazmin Odia
- Miami Cancer Institute, part of Baptist Health South Florida, Miami, FL
| | - Dolly Aguilera
- Children's Healthcare of Atlanta, Aflac Cancer and Blood Disorders Center, Emory University, Atlanta, GA
| | | | | | | | - Clark Chen
- University of Minnesota Medical Center, Minneapolis, MN
| | | | | | | | - Karan S. Dixit
- Northwestern Medical Lou and Jean Malnati Brain Tumor Institute, Chicago, IL
| | | | | | | | | | | | | | | | - Tobey J. MacDonald
- Children's Healthcare of Atlanta, Aflac Cancer and Blood Disorders Center, Emory University, Atlanta, GA
| | - Minesh Mehta
- Miami Cancer Institute, part of Baptist Health South Florida, Miami, FL
| | | | | | | | | | | | | | - Lynne Taylor
- University of Washington Medical Center, Seattle, WA
| | | | - Patrick Y. Wen
- Dana-Farber/Brigham and Women's Cancer Center, Boston, MA
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6
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Jiang J, Li WB, Xiao SW. Prognostic factors analysis of diffuse midline glioma. J Neurooncol 2024; 167:285-292. [PMID: 38381257 PMCID: PMC11023999 DOI: 10.1007/s11060-024-04605-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2024] [Accepted: 02/12/2024] [Indexed: 02/22/2024]
Abstract
PURPOSE This study retrospectively analyzes cases of diffuse midline glioma treated with radiotherapy, with the aim of investigating the prognosis of the tumor and its influencing factors. METHODS From January 2018 to November 2022, we treated 64 patients who were pathologically diagnosed with diffuse midline glioma. Among them, 41 underwent surgical resection, and 23 underwent biopsy procedures. All patients received postoperative radiotherapy. We followed up with the patients to determine the overall survival rate and conducted univariate and multivariate analyses on relevant indicators. RESULTS The median survival time for the entire patient group was 33.3 months, with overall survival rates of 92.9%, 75.4%, and 45.0% at 1 year, 2 years, and 3 years, respectively. Univariate and multivariate analyses indicated that older patients had a better prognosis. CONCLUSION Patient age is an independent prognostic factor for patients with diffuse midline glioma undergoing radiation therapy.
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Affiliation(s)
- Jing Jiang
- Department of Neuro-oncology, Cancer Center, Beijing Tiantan Hospital, Capital Medical University, Beijing, 100071, China
- Department of Radiation Oncology, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua University, Beijing, 102218, China
| | - Wen-Bin Li
- Department of Neuro-oncology, Cancer Center, Beijing Tiantan Hospital, Capital Medical University, Beijing, 100071, China.
| | - Shao-Wen Xiao
- Department of Radiation Oncology, Peking University Cancer Hospital & Institute, 52 Fucheng Road, Haidian District, Beijing, 100142, China.
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7
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Watanabe G, Wong JM, Estes B, Khan MF, Ogasawara C, Umana GE, Martin AR, Bloch O, Palmisciano P. Diffuse Midline H3K27-Altered Gliomas in the Spinal Cord: A Systematic Review. J Neurooncol 2024; 166:379-394. [PMID: 38342826 DOI: 10.1007/s11060-024-04584-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2023] [Accepted: 01/23/2024] [Indexed: 02/13/2024]
Abstract
PURPOSE To systematically review the clinical features, management, and outcomes of diffuse midline H3K27-altered gliomas of the spinal cord (DMG-SCs). METHODS PubMed, Ovid EMBASE, Scopus, and Web of Science were searched from database inception to 23 September 2023 for histologically confirmed cases of DMG-SC. Patient demographics, tumor characteristics, management information, and survival outcomes were extracted and analyzed. RESULTS A total of 279 patients from 39 studies were collected. Patients were mostly male (61%), with an average age of 32 years. Patients were treated with surgery, radiotherapy, and chemotherapy combined (31%) or surgery only (24%), and extent of resection was most often subtotal (38%). Temozolomide was the most common chemotherapeutic agent (81%). Radiation therapy was delivered with mean dose of 47 Gy in 23 fractions. At mean follow-up time of 21 months, 13% of patients were alive. Average median overall survival was 24 months (range of 13 to 40 months) with a median progression-free survival of 14 months. Historical WHO grades of 2 or 3 appeared to exhibit a longer average median overall survival time than that of grade 4 DMG-SCs (32 vs. 23 months, p = 0.009). CONCLUSIONS Outcomes for DMG-SCs are poor overall but appear to be favorable compared to intracranial DMGs. Despite the recent WHO 2021 grade 4 classification for all DMGs, given the differences in overall survival reported based on historical grading systems, future studies on DMG-SCs are needed to further define if DMG-SCs may represent a heterogeneous group of tumors with different prognoses.
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Affiliation(s)
- Gina Watanabe
- John A. Burns School of Medicine, University of Hawai'i, Honolulu, HI, USA
| | | | - Bradley Estes
- University of Kansas School of Medicine, Kansas City, KS, USA
| | | | - Christian Ogasawara
- Department of Neurosurgery, University of Texas Medical Branch, Galveston, TX, USA
| | - Giuseppe E Umana
- Department of Neurosurgery, Trauma Center, Gamma Knife Center, Cannizzaro Hospital, Catania, Italy
| | - Allan R Martin
- Department of Neurological Surgery, University of California, Davis, Sacramento, CA, USA
| | - Orin Bloch
- Department of Neurological Surgery, University of California, Davis, Sacramento, CA, USA
| | - Paolo Palmisciano
- Department of Neurological Surgery, University of California, Davis, Sacramento, CA, USA.
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8
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Ge X, Yang Y, Wang W, Tian L, Zhang G, Tian Z, Xue X. Pediatric H3K27M‑mutant diffuse midline glioma with vertebral metastasis: A case report and literature review. Oncol Lett 2024; 27:48. [PMID: 38192660 PMCID: PMC10773191 DOI: 10.3892/ol.2023.14181] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2023] [Accepted: 11/07/2023] [Indexed: 01/10/2024] Open
Abstract
H3K27M-mutant diffuse midline glioma (DMG) is a type of high-grade glial tumor, which occurs in the midline structure and develops mostly in children. Extraneural metastases (ENM) are exceedingly rare in patients with H3K27M-mutant DMG. A 9-year-old male patient presented with a headache, nausea and vomiting. Following magnetic resonance imaging and immunohistochemical molecular testing examination, the patient was diagnosed with H3K27M-mutant DMG and received chemoradiotherapy plus five cycles of chemotherapy with temozolomide intermittently as an adjuvant therapy. The treatment resulted in a slight reduction of the tumor volume. However, 2 months later, the patient was admitted to hospital with complaints of drooping of the mouth, and waist and back pain. Magnetic resonance imaging and positron-emission tomography-computed tomography revealed an unusual presentation with multiple vertebral metastases and craniospinal leptomeningeal dissemination. Following discussion between the members of a multidisciplinary medical team, the patient underwent one cycle of chemotherapy with cyclophosphamide, vincristine and cisplatin. However, the condition did not improve and the patient died 4 weeks after the diagnosis of ENM. The mechanisms underlying the development of these rare metastases remain unclear. The present case report provides insights into the clinical characteristics and potential metastasis mechanisms of this aggressive disease and may help to elucidate new pathways for the management of ENM.
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Affiliation(s)
- Xiaohui Ge
- Department of Radiotherapy, The Second Hospital of Hebei Medical University, Shijiazhuang, Hebei 050000, P.R. China
| | - Yu Yang
- Department of Radiotherapy, The Second Hospital of Hebei Medical University, Shijiazhuang, Hebei 050000, P.R. China
| | - Wenyan Wang
- Department of Radiotherapy, The Second Hospital of Hebei Medical University, Shijiazhuang, Hebei 050000, P.R. China
| | - Lei Tian
- Department of Radiotherapy, The Second Hospital of Hebei Medical University, Shijiazhuang, Hebei 050000, P.R. China
| | - Ge Zhang
- Department of Radiotherapy, The Second Hospital of Hebei Medical University, Shijiazhuang, Hebei 050000, P.R. China
| | - Zhesen Tian
- Department of Radiotherapy, The Second Hospital of Hebei Medical University, Shijiazhuang, Hebei 050000, P.R. China
| | - Xiaoying Xue
- Department of Radiotherapy, The Second Hospital of Hebei Medical University, Shijiazhuang, Hebei 050000, P.R. China
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9
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Zhang S, Yang X, Tan Q, Sun H, Chen D, Chen Y, Zhang H, Yang Y, Gong Q, Yue Q. Cortical myelin and thickness mapping provide insights into whole-brain tumor burden in diffuse midline glioma. Cereb Cortex 2024; 34:bhad491. [PMID: 38112602 PMCID: PMC10793579 DOI: 10.1093/cercor/bhad491] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2023] [Revised: 11/21/2023] [Accepted: 11/22/2023] [Indexed: 12/21/2023] Open
Abstract
Systemic infiltration is a hallmark of diffuse midline glioma pathogenesis, which can trigger distant disturbances in cortical structure. However, the existence and effects of these changes have been underexamined. This study aimed to investigate whole-brain cortical myelin and thickness alternations induced by diffuse midline glioma. High-resolution T1- and T2-weighted images were acquired from 90 patients with diffuse midline glioma with H3 K27-altered and 64 patients with wild-type and 86 healthy controls. Cortical thickness and myelin content was calculated using Human Connectome Project pipeline. Significant differences in cortical thickness and myelin content were detected among groups. Short-term survival prediction model was constructed using automated machine learning. Compared with healthy controls, diffuse midline glioma with H3 K27-altered patients showed significantly reduced cortical myelin in bilateral precentral gyrus, postcentral gyrus, insular, parahippocampal gyrus, fusiform gyrus, and cingulate gyrus, whereas diffuse midline glioma with H3 K27 wild-type patients exhibited well-preserved myelin content. Furtherly, when comparing diffuse midline glioma with H3 K27-altered and diffuse midline glioma with H3 K27 wild-type, the decreased cortical thickness in parietal and occipital regions along with demyelination in medial orbitofrontal cortex was observed in diffuse midline glioma with H3 K27-altered. Notably, a combination of cortical features and tumor radiomics allowed short-term survival prediction with accuracy 0.80 and AUC 0.84. These findings may aid clinicians in tailoring therapeutic approaches based on cortical characteristics, potentially enhancing the efficacy of current and future treatment modalities.
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Affiliation(s)
- Simin Zhang
- Huaxi MR Research Center (HMRRC), Department of Radiology, West China Hospital of Sichuan University, Chengdu 610041, China
- Research Unit of Psychoradiology, Chinese Academy of Medical Sciences, Chengdu 610072, China
| | - Xibiao Yang
- Functional and Molecular Imaging Key Laboratory of Sichuan Province, West China Hospital of Sichuan University, Chengdu 610041, China
- Department of Radiology, West China Hospital of Sichuan University, Chengdu 610041, China
| | - Qiaoyue Tan
- Division of Radiation Physics, State Key Laboratory of Biotherapy and Cancer Center, West China Hospital of Sichuan University, Chengdu 610041, China
| | - Huaiqiang Sun
- Huaxi MR Research Center (HMRRC), Department of Radiology, West China Hospital of Sichuan University, Chengdu 610041, China
- Research Unit of Psychoradiology, Chinese Academy of Medical Sciences, Chengdu 610072, China
| | - Di Chen
- Huaxi MR Research Center (HMRRC), Department of Radiology, West China Hospital of Sichuan University, Chengdu 610041, China
- Research Unit of Psychoradiology, Chinese Academy of Medical Sciences, Chengdu 610072, China
| | - Yinying Chen
- Department of Radiology, West China Hospital of Sichuan University, Chengdu 610041, China
| | - Hongjing Zhang
- Huaxi Glioma Center, West China Hospital of Sichuan University, Chengdu 610041, China
- Department of Radiology, West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu 610065, China
| | - Yuan Yang
- Department of Neurosurgery, West China Hospital of Sichuan University, Chengdu 610041, China
| | - Qiyong Gong
- Huaxi MR Research Center (HMRRC), Department of Radiology, West China Hospital of Sichuan University, Chengdu 610041, China
- Department of Radiology, West China Xiamen Hospital of Sichuan University, Xiamen 610041, China
| | - Qiang Yue
- Department of Radiology, West China Hospital of Sichuan University, Chengdu 610041, China
- Huaxi Glioma Center, West China Hospital of Sichuan University, Chengdu 610041, China
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10
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Wiese M, Pohlmeier B, Kubiak K, El-Khouly FE, Sitte M, Carcaboso AM, Baugh JN, Perwein T, Nussbaumer G, Karremann M, Gielen GH, Salinas G, Kramm CM. Boswellic acid formulations are not suitable for treatment of pediatric high-grade glioma due to tumor promoting potential. J Tradit Complement Med 2024; 14:101-108. [PMID: 38223806 PMCID: PMC10785237 DOI: 10.1016/j.jtcme.2023.07.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2022] [Revised: 07/21/2023] [Accepted: 07/24/2023] [Indexed: 01/16/2024] Open
Abstract
Background and aim Pediatric high-grade gliomas (pedHGG) comprise a very poor prognosis. Thus, parents of affected children are increasingly resorting to complementary and alternative medicine (CAM), among those Boswellia extracts. However, nothing is known about the therapeutic effectiveness of their active substances, Boswellic acids (BA) in pedHGG. Thus, we aimed to investigate if the three main Boswellic acids (BA) present in Boswellia plants, alpha-boswellic acid (α-BA), beta-boswellic acid (β-BA) and 3-acetyl-11-keto-beta-boswellic acid (AKBA) hold any promising potential for treatment of affected pedHGG patients. Experimental procedure Histone 3 (H3)-wildtype and H3.3K27M-mutant pedHGG cell lines were treated with BA, either alone or in combination with radio-chemotherapy with temozolomide. Cell viability, stemness properties, apoptosis, in ovo tumor growth and the transcriptome was investigated upon BA treatment. Results and conclusion Interestingly, α-BA and β-BA treatment promoted certain tumor properties in both pedHGG cells. AKBA treatment reduced cell viability and colony growth accompanied by induction of slight anti-inflammatory effects especially in H3.3K27M-mutant pedHGG cells. However, no effects on apoptosis and in ovo tumor growth were found. In conclusion, besides positive anti-tumor effects of AKBA, tumor promoting effects were observed upon treatment with α-BA and β-BA. Thus, only pure AKBA formulations may be used to exploit any potential positive effects in pedHGG patients. In conclusion, the use of commercially available supplements with a mixture of different BA cannot be recommended due to detrimental effects of certain BA whereas pure AKBA formulations might hold some potential as therapeutic supplement for treatment of pedHGG patients.
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Affiliation(s)
- Maria Wiese
- Division of Pediatric Hematology and Oncology, Department of Child and Adolescent Health, University Medical Center Goettingen, Robert Koch Straße 40, Goettingen, Germany
| | - Bente Pohlmeier
- Division of Pediatric Hematology and Oncology, Department of Child and Adolescent Health, University Medical Center Goettingen, Robert Koch Straße 40, Goettingen, Germany
| | - Klaudia Kubiak
- Division of Pediatric Hematology and Oncology, Department of Child and Adolescent Health, University Medical Center Goettingen, Robert Koch Straße 40, Goettingen, Germany
| | - Fatma E. El-Khouly
- Pediatric Oncology, Emma Children's Hospital, Amsterdam UMC, De Boelelaan 1118 Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - Maren Sitte
- Transcriptome and Genome Analysis Laboratory (TAL), Department of Developmental Biochemistry, University Medical Center Goettingen, Justus-von-Liebig-Weg 11, Goettingen, Germany
| | - Angel M. Carcaboso
- Pediatric Hematology and Oncology, Hospital Sant Joan de Deu/Institut de Recerca, Sant Joan de Deu 2, Barcelona, Spain
| | - Joshua N. Baugh
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
| | - Thomas Perwein
- Division of Pediatric Hematology-Oncology, Department of Pediatrics and Adolescent Medicine, Medical University of Graz, Auenbruggerplatz 38, Graz, Austria
| | - Gunther Nussbaumer
- Division of Pediatric Hematology-Oncology, Department of Pediatrics and Adolescent Medicine, Medical University of Graz, Auenbruggerplatz 38, Graz, Austria
| | - Michael Karremann
- Institute of Neuropathology, University Hospital Bonn, Venusberg-Campus 1, Bonn, Germany
| | - Gerrit H. Gielen
- Institute of Neuropathology, University Hospital Bonn, Venusberg-Campus 1, Bonn, Germany
| | - Gabriela Salinas
- Transcriptome and Genome Analysis Laboratory (TAL), Department of Developmental Biochemistry, University Medical Center Goettingen, Justus-von-Liebig-Weg 11, Goettingen, Germany
| | - Christof M. Kramm
- Division of Pediatric Hematology and Oncology, Department of Child and Adolescent Health, University Medical Center Goettingen, Robert Koch Straße 40, Goettingen, Germany
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11
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Sugii N, Ninomiya Y, Akimoto Y, Tsurubuchi T, Ishikawa E. H3 K27-altered diffuse midline glioma in adults arising from atypical regions: Two case reports and literature review. Radiol Case Rep 2024; 19:200-206. [PMID: 38028289 PMCID: PMC10651424 DOI: 10.1016/j.radcr.2023.10.031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2023] [Revised: 10/06/2023] [Accepted: 10/13/2023] [Indexed: 12/01/2023] Open
Abstract
Diffuse midline glioma (DMG), H3 K27-altered, is a newly defined "pediatric-type," diffuse, high-grade glioma under current WHO classifications (updated in 2021). An essential diagnostic criteria of DMG is its occurrence in the midline structures; most intracranial DMG occurs in the brainstem or thalamus but can also occur in other midline structures. We experienced 2 adult cases of intracranial DMGs in areas other than the brainstem and thalamus that were initially difficult to diagnose. Case 1 was a 49-year-old man with extensive T2 high-signal lesions in the bilateral frontal lobes and corpus callosum on brain MRI. A Gd-based contrast medium partially enhanced the lesion and showed marked diffusion restriction, mimicking malignant lymphoma. Case 2 was a 24-year-old man who presented with paroxysmal olfactory abnormalities. The tumor extended mainly to the right temporal lobe, the right basal forebrain, and the bilateral hypothalamus, showing a T2/FLAIR mismatch sign suggestive of IDH-mutant astrocytoma without 1p/19q co-deletion. After a biopsy, both cases were properly diagnosed as DMG, H3 K27-altered (K27M-mutant). Diagnosing adult cases involving atypical midline structures is sometimes challenging before surgery; we discuss this phenomenon with both case details and a literature review.
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Affiliation(s)
- Narushi Sugii
- Department of Neurosurgery, Institute of Medicine, University of Tsukuba, 1-1-1 Tennodai, Tsukuba, Ibaraki, 305-8575 Japan
| | - Yuki Ninomiya
- Department of Neurosurgery, Institute of Medicine, University of Tsukuba, 1-1-1 Tennodai, Tsukuba, Ibaraki, 305-8575 Japan
| | - Yu Akimoto
- Department of Neurosurgery, Institute of Medicine, University of Tsukuba, 1-1-1 Tennodai, Tsukuba, Ibaraki, 305-8575 Japan
| | - Takao Tsurubuchi
- Department of Neurosurgery, Institute of Medicine, University of Tsukuba, 1-1-1 Tennodai, Tsukuba, Ibaraki, 305-8575 Japan
| | - Eiichi Ishikawa
- Department of Neurosurgery, Institute of Medicine, University of Tsukuba, 1-1-1 Tennodai, Tsukuba, Ibaraki, 305-8575 Japan
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12
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Nakhate V, Gonzalez Castro LN. Artificial intelligence in neuro-oncology. Front Neurosci 2023; 17:1217629. [PMID: 38161802 PMCID: PMC10755952 DOI: 10.3389/fnins.2023.1217629] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2023] [Accepted: 11/14/2023] [Indexed: 01/03/2024] Open
Abstract
Artificial intelligence (AI) describes the application of computer algorithms to the solution of problems that have traditionally required human intelligence. Although formal work in AI has been slowly advancing for almost 70 years, developments in the last decade, and particularly in the last year, have led to an explosion of AI applications in multiple fields. Neuro-oncology has not escaped this trend. Given the expected integration of AI-based methods to neuro-oncology practice over the coming years, we set to provide an overview of existing technologies as they are applied to the neuropathology and neuroradiology of brain tumors. We highlight current benefits and limitations of these technologies and offer recommendations on how to appraise novel AI-tools as they undergo consideration for integration into clinical workflows.
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Affiliation(s)
- Vihang Nakhate
- Department of Neurology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, United States
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States
| | - L. Nicolas Gonzalez Castro
- Department of Neurology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, United States
- Harvard Medical School, Boston, MA, United States
- The Center for Neuro-Oncology, Dana–Farber Cancer Institute, Boston, MA, United States
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13
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Li J, Wang Y, Weng J, Qu L, Wu M, Guo M, Sun J, Hu G, Gong X, Liu X, Duan Y, Zhuo Z, Jia W, Liu Y. Automated Determination of the H3 K27-Altered Status in Spinal Cord Diffuse Midline Glioma by Radiomics Based on T2-Weighted MR Images. AJNR Am J Neuroradiol 2023; 44:1464-1470. [PMID: 38081676 PMCID: PMC10714849 DOI: 10.3174/ajnr.a8056] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2023] [Accepted: 10/08/2023] [Indexed: 12/18/2023]
Abstract
BACKGROUND AND PURPOSE Conventional MR imaging is not sufficient to discern the H3 K27-altered status of spinal cord diffuse midline glioma. This study aimed to develop a radiomics-based model based on preoperative T2WI to determine the H3 K27-altered status of spinal cord diffuse midline glioma. MATERIALS AND METHODS Ninety-seven patients with confirmed spinal cord diffuse midline gliomas were retrospectively recruited and randomly assigned to the training (n = 67) and test (n = 30) sets. One hundred seven radiomics features were initially extracted from automatically-segmented tumors on T2WI, then 11 features selected by the Pearson correlation coefficient and the Kruskal-Wallis test were used to train and test a logistic regression model for predicting the H3 K27-altered status. Sensitivity analysis was performed using additional random splits of the training and test sets, as well as applying other classifiers for comparison. The performance of the model was evaluated through its accuracy, sensitivity, specificity, and area under the curve. Finally, a prospective set including 28 patients with spinal cord diffuse midline gliomas was used to validate the logistic regression model independently. RESULTS The logistic regression model accurately predicted the H3 K27-altered status with accuracies of 0.833 and 0.786, sensitivities of 0.813 and 0.750, specificities of 0.857 and 0.833, and areas under the curve of 0.839 and 0.818 in the test and prospective sets, respectively. Sensitivity analysis confirmed the robustness of the model, with predictive accuracies of 0.767-0.833. CONCLUSIONS Radiomics signatures based on preoperative T2WI could accurately predict the H3 K27-altered status of spinal cord diffuse midline glioma, providing potential benefits for clinical management.
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Affiliation(s)
- Junjie Li
- From the Department of Radiology (J.L., L.Q., M.W., M.G., J.S., Y.D., Z.Z., Y.L.), Beijing Tiantan Hospital, Capital Medical University, Beijing, People's Republic of China
| | - YongZhi Wang
- Department of Neurosurgery (Y.W., W.J.), Beijing Tiantan Hospital, Capital Medical University, Beijing, People's Republic of China
| | - Jinyuan Weng
- Department of Medical Imaging Products (J.W., X.G.), Neusoft, Group Ltd., Shenyang, People's Republic of China
| | - Liying Qu
- From the Department of Radiology (J.L., L.Q., M.W., M.G., J.S., Y.D., Z.Z., Y.L.), Beijing Tiantan Hospital, Capital Medical University, Beijing, People's Republic of China
| | - Minghao Wu
- From the Department of Radiology (J.L., L.Q., M.W., M.G., J.S., Y.D., Z.Z., Y.L.), Beijing Tiantan Hospital, Capital Medical University, Beijing, People's Republic of China
| | - Min Guo
- From the Department of Radiology (J.L., L.Q., M.W., M.G., J.S., Y.D., Z.Z., Y.L.), Beijing Tiantan Hospital, Capital Medical University, Beijing, People's Republic of China
| | - Jun Sun
- From the Department of Radiology (J.L., L.Q., M.W., M.G., J.S., Y.D., Z.Z., Y.L.), Beijing Tiantan Hospital, Capital Medical University, Beijing, People's Republic of China
| | - Geli Hu
- Clinical and Technical Support (G.H.), Philips Healthcare, Beijing, People's Republic of China
| | - Xiaodong Gong
- Department of Medical Imaging Products (J.W., X.G.), Neusoft, Group Ltd., Shenyang, People's Republic of China
| | - Xing Liu
- Department of Pathology (X.L.), Beijing Tiantan Hospital, Capital Medical University, Beijing, People's Republic of China
| | - Yunyun Duan
- From the Department of Radiology (J.L., L.Q., M.W., M.G., J.S., Y.D., Z.Z., Y.L.), Beijing Tiantan Hospital, Capital Medical University, Beijing, People's Republic of China
| | - Zhizheng Zhuo
- From the Department of Radiology (J.L., L.Q., M.W., M.G., J.S., Y.D., Z.Z., Y.L.), Beijing Tiantan Hospital, Capital Medical University, Beijing, People's Republic of China
| | - Wenqing Jia
- Department of Neurosurgery (Y.W., W.J.), Beijing Tiantan Hospital, Capital Medical University, Beijing, People's Republic of China
| | - Yaou Liu
- From the Department of Radiology (J.L., L.Q., M.W., M.G., J.S., Y.D., Z.Z., Y.L.), Beijing Tiantan Hospital, Capital Medical University, Beijing, People's Republic of China
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14
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Cacciotti C, Wright KD. Advances in Treatment of Diffuse Midline Gliomas. Curr Neurol Neurosci Rep 2023; 23:849-856. [PMID: 37921944 DOI: 10.1007/s11910-023-01317-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/16/2023] [Indexed: 11/05/2023]
Abstract
PURPOSE OF REVIEW Diffuse midline gliomas (DMGs) generally carry a poor prognosis, occur during childhood, and involve midline structures of the central nervous system, including the thalamus, pons, and spinal cord. RECENT FINDINGS To date, irradiation has been shown to be the only beneficial treatment for DMG. Various genetic modifications have been shown to play a role in the pathogenesis of this disease. Current treatment strategies span targeting epigenetic dysregulation, cell cycle, specific genetic alterations, and the immune microenvironment. Herein, we review the complex features of this disease as it relates to current and past therapeutic approaches.
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Affiliation(s)
- Chantel Cacciotti
- Children's Hospital London Health Sciences/Western University, London, ON, Canada.
| | - Karen D Wright
- Dana Farber/Boston Children's Cancer and Blood Disorder Center, Boston, MA, USA
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15
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Shan M, Cui L, Zhang X, Hou M. Imaging findings of diffuse midline glioma with H3K27M mutation in the dorsal medulla oblongata: A rare case report. Asian J Surg 2023; 46:5516-5518. [PMID: 37541876 DOI: 10.1016/j.asjsur.2023.07.139] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Accepted: 07/24/2023] [Indexed: 08/06/2023] Open
Affiliation(s)
- MingKang Shan
- Department of Radiology, The Second Hospital of Dalian Medical University, 467 Zhong Shan Road, Dalian, 116023, People's Republic of China
| | - LinZhuo Cui
- Department of Radiology, The Second Hospital of Dalian Medical University, 467 Zhong Shan Road, Dalian, 116023, People's Republic of China
| | - Xiyou Zhang
- Department of Radiology, The Second Hospital of Dalian Medical University, 467 Zhong Shan Road, Dalian, 116023, People's Republic of China.
| | - Meidan Hou
- Department of Radiology, The Second Hospital of Dalian Medical University, 467 Zhong Shan Road, Dalian, 116023, People's Republic of China.
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16
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Erez N, Furth N, Fedyuk V, Wadden J, Aittaleb R, Schwark K, Niculcea M, Miclea M, Mody R, Franson A, Eze A, Nourmohammadi N, Nazarian J, Venneti S, Koschmann C, Shema E. Single-molecule systems for detection and monitoring of plasma circulating nucleosomes and oncoproteins in Diffuse Midline Glioma. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.11.21.568019. [PMID: 38045418 PMCID: PMC10690213 DOI: 10.1101/2023.11.21.568019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/05/2023]
Abstract
The analysis of cell-free tumor DNA (ctDNA) and proteins in the blood of cancer patients potentiates a new generation of non-invasive diagnostics and treatment monitoring approaches. However, confident detection of these tumor-originating markers is challenging, especially in the context of brain tumors, in which extremely low amounts of these analytes circulate in the patient's plasma. Here, we applied a sensitive single-molecule technology to profile multiple histone modifications on millions of individual nucleosomes from the plasma of Diffuse Midline Glioma (DMG) patients. The system reveals epigenetic patterns that are unique to DMG, significantly differentiating this group of patients from healthy subjects or individuals diagnosed with other cancer types. We further develop a method to directly capture and quantify the tumor-originating oncoproteins, H3-K27M and mutant p53, from the plasma of children diagnosed with DMG. This single-molecule system allows for accurate molecular classification of patients, utilizing less than 1ml of liquid-biopsy material. Furthermore, we show that our simple and rapid detection strategy correlates with MRI measurements and droplet-digital PCR (ddPCR) measurements of ctDNA, highlighting the utility of this approach for non-invasive treatment monitoring of DMG patients. This work underscores the clinical potential of single-molecule-based, multi-parametric assays for DMG diagnosis and treatment monitoring.
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17
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Trivedi R, Bhat KP. Liquid biopsy: creating opportunities in brain space. Br J Cancer 2023; 129:1727-1746. [PMID: 37752289 PMCID: PMC10667495 DOI: 10.1038/s41416-023-02446-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2023] [Revised: 09/10/2023] [Accepted: 09/15/2023] [Indexed: 09/28/2023] Open
Abstract
In recent years, liquid biopsy has emerged as an alternative method to diagnose and monitor tumors. Compared to classical tissue biopsy procedures, liquid biopsy facilitates the repetitive collection of diverse cellular and acellular analytes from various biofluids in a non/minimally invasive manner. This strategy is of greater significance for high-grade brain malignancies such as glioblastoma as the quantity and accessibility of tumors are limited, and there are collateral risks of compromised life quality coupled with surgical interventions. Currently, blood and cerebrospinal fluid (CSF) are the most common biofluids used to collect circulating cells and biomolecules of tumor origin. These liquid biopsy analytes have created opportunities for real-time investigations of distinct genetic, epigenetic, transcriptomics, proteomics, and metabolomics alterations associated with brain tumors. This review describes different classes of liquid biopsy biomarkers present in the biofluids of brain tumor patients. Moreover, an overview of the liquid biopsy applications, challenges, recent technological advances, and clinical trials in the brain have also been provided.
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Affiliation(s)
- Rakesh Trivedi
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
| | - Krishna P Bhat
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Neurosurgery, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- The University of Texas MD Anderson Cancer Center UTHealth Graduate School of Biomedical Sciences, Houston, TX, USA
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18
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Formentin C, Joaquim AF, Ghizoni E. Posterior fossa tumors in children: current insights. Eur J Pediatr 2023; 182:4833-4850. [PMID: 37679511 DOI: 10.1007/s00431-023-05189-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/18/2023] [Revised: 08/29/2023] [Accepted: 09/02/2023] [Indexed: 09/09/2023]
Abstract
While in adults most intracranial tumors develop around the cerebral hemispheres, 45 to 60% of pediatric lesions are found in the posterior fossa, although this anatomical region represents only 10% of the intracranial volume. The latest edition of the WHO classification for CNS tumors presented some fundamental paradigm shifts that particularly affected the classification of pediatric tumors, also influencing those that affect posterior fossa. Molecular biomarkers play an important role in the diagnosis, prognosis, and treatment of childhood posterior fossa tumors and can be used to predict patient outcomes and response to treatment and monitor its effectiveness. Although genetic studies have identified several posterior fossa tumor types, differing in terms of their location, cell of origin, genetic mechanisms, and clinical behavior, recent management strategies still depend on uniform approaches, mainly based on the extent of resection. However, significant progress has been made in guiding therapy decisions with biological or molecular stratification criteria and utilizing molecularly targeted treatments that address specific tumor biological characteristics. The primary focus of this review is on the latest advances in the diagnosis and treatment of common subtypes of posterior fossa tumors in children, as well as potential therapeutic approaches in the future. Conclusion: Molecular biomarkers play a central role, not only in the diagnosis and prognosis of posterior fossa tumors in children but also in customizing treatment plans. They anticipate patient outcomes, measure treatment responses, and assess therapeutic effectiveness. Advances in neuroimaging and treatment have significantly enhanced outcomes for children with these tumors. What is Known: • Central nervous system tumors are the most common solid neoplasms in children and adolescents, with approximately 45 to 60% of them located in the posterior fossa. • Multimodal approaches that include neurosurgery, radiation therapy, and chemotherapy are typically used to manage childhood posterior fossa tumors What is New: • Notable progress has been achieved in the diagnosis, categorization and management of posterior fossa tumors in children, leading to improvement in survival and quality of life.
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Affiliation(s)
- Cleiton Formentin
- Division of Neurosurgery, Department of Neurology, University of Campinas, Tessalia Vieira de Camargo St., 126. 13083-887, Campinas, SP, Brazil.
- Centro Infantil Boldrini, Campinas, SP, Brazil.
| | - Andrei Fernandes Joaquim
- Division of Neurosurgery, Department of Neurology, University of Campinas, Tessalia Vieira de Camargo St., 126. 13083-887, Campinas, SP, Brazil
- Centro Infantil Boldrini, Campinas, SP, Brazil
| | - Enrico Ghizoni
- Division of Neurosurgery, Department of Neurology, University of Campinas, Tessalia Vieira de Camargo St., 126. 13083-887, Campinas, SP, Brazil
- Centro Infantil Boldrini, Campinas, SP, Brazil
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19
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Pietsch T. [Pediatric brain tumors]. PATHOLOGIE (HEIDELBERG, GERMANY) 2023; 44:373-380. [PMID: 37755475 DOI: 10.1007/s00292-023-01237-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 09/21/2023] [Indexed: 09/28/2023]
Abstract
Pediatric central nervous system (CNS) tumors differ in their relative frequency, location, histology, biological behavior and prognosis from tumors in adults. Accurate neuropathological classification of CNS tumors is essential for therapeutic decisions and inclusion in therapy optimization studies. Tissue samples are analyzed by standardized conventional histological, immunohistological and molecular pathological methods and diagnosed according to the current World Health Organization (WHO) classification for CNS tumors (2021). By identifying characteristic genetic alterations and specific epigenetic signatures, the precision in the classification of pediatric brain tumors has significantly improved in recent years. The WHO classification allows a worldwide uniform, standardized classification of brain tumors and forms the basis for comparability of international epidemiological and clinical data. In some tumor types, such as childhood gliomas and embryonal tumors, key molecules and signaling pathways have been identified in recent years that represent starting points for new mechanism-based therapeutic modalities in the treatment of these patients.
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Affiliation(s)
- Torsten Pietsch
- Institut für Neuropathologie, Hirntumor-Referenzzentrum der DGNN, Universitätsklinikum Bonn, Venusberg-Campus 1, 53127, Bonn, Deutschland.
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20
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Niu X, Chang T, Yang Y, Mao Q. Prognostic nomogram models for predicting survival probability in elderly glioblastoma patients. J Cancer Res Clin Oncol 2023; 149:14145-14157. [PMID: 37552311 DOI: 10.1007/s00432-023-05232-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Accepted: 07/29/2023] [Indexed: 08/09/2023]
Abstract
PURPOSE To investigate the prognostic factors of survival and develop a predictive nomogram model for elderly GBM patients. METHODS Elderly patients (> = 65 years) with histologically diagnosed GBM were extracted from the SEER database. Survival analysis of overall survival (OS) was performed by Kaplan-Meier analysis. Univariate and multivariate Cox regression analyses were used to determine independent prognostic factors and these factors were used to further construct the nomogram model. RESULTS A total of 9068 elderly GBM patients (5122 males and 3946 females) were included, with a median age of 72 years (65-96 years). All patients were divided randomly into the training group (n = 6044) and the validation group (n = 3024) by a ratio of 2:1. Cox regression analyses on OS showed eight independent prognostic factors (race, age, tumor side, tumor size, metastasis, surgery, radiotherapy, and chemotherapy) in the training cohort. Also, seven variables (except for race) were identified on CSS in the training group. By comprising these variables, the nomogram models on OS and CSS for predicting the 6-month, 1-year, and 2-year survival probability were constructed and exhibited moderate consistency, respectively. Then, they could be validated well in the validation cohort and by C-index, time-dependent ROC curve, calibration plot, and DCA curve. CONCLUSIONS Nomogram models on OS and CSS could provide an applicable tool to predict the survival probability and provide clinical references regarding treatment strategies and prognosis.
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Affiliation(s)
- Xiaodong Niu
- Department of Neurosurgery and Neurosurgery Research Laboratory, West China Hospital, Sichuan University, No. 37 Guo Xue Xiang, Chengdu, 610041, China
| | - Tao Chang
- Department of Neurosurgery and Neurosurgery Research Laboratory, West China Hospital, Sichuan University, No. 37 Guo Xue Xiang, Chengdu, 610041, China
| | - Yuan Yang
- Department of Neurosurgery and Neurosurgery Research Laboratory, West China Hospital, Sichuan University, No. 37 Guo Xue Xiang, Chengdu, 610041, China.
| | - Qing Mao
- Department of Neurosurgery and Neurosurgery Research Laboratory, West China Hospital, Sichuan University, No. 37 Guo Xue Xiang, Chengdu, 610041, China.
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21
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Xu X, Zhang P, Zhuo Z, Duan Y, Qu L, Cheng D, Sun T, Ding J, Xie C, Liu X, Haller S, Barkhof F, Ye C, Zhang L, Liu Y. Prediction of H3K27M Alteration Status in Brainstem Glioma Using Multi-Shell Diffusion MRI Metrics. J Magn Reson Imaging 2023. [PMID: 37889147 DOI: 10.1002/jmri.29104] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2023] [Revised: 10/15/2023] [Accepted: 10/16/2023] [Indexed: 10/28/2023] Open
Abstract
BACKGROUND Multi-shell diffusion characteristics may help characterize brainstem gliomas (BSGs) and predict H3K27M status. PURPOSE To identify the diffusion characteristics of BSG patients and investigate the predictive values of various diffusion metrics for H3K27M status in BSG. STUDY TYPE Prospective. POPULATION Eighty-four BSG patients (median age 10.5 years [IQR 6.8-30.0 years]) were included, of whom 56 were pediatric and 28 were adult patients. FIELD STRENGTH/SEQUENCE 3 T, multi-shell diffusion imaging. ASSESSMENT Diffusion kurtosis imaging and neurite orientation dispersion and density imaging analyses were performed. Age, gender, and diffusion metrics, including fractional anisotropy (FA), mean diffusivity (MD), axial diffusivity, radial diffusivity (RD), mean kurtosis (MK), axial kurtosis (AK), radial kurtosis, intracellular volume fraction (ICVF), orientation dispersion index, and isotropic volume fraction (ISOVF), were compared between H3K27M-altered and wildtype BSG patients. STATISTICAL TESTS Chi-square test, Mann-Whitney U test, multivariate analysis of variance (MANOVA), step-wise multivariable logistic regression. P-values <0.05 were considered significant. RESULTS 82.4% pediatric and 57.1% adult patients carried H3K27M alteration. In the whole group, the H3K27M-altered BSGs demonstrated higher FA, AK and lower RD, ISOVF. The combination of age and median ISOVF showed fair performance for H3K27M prediction (AUC = 0.78). In the pediatric group, H3K27M-altered BSGs showed higher FA, AK, MK, ICVF and lower RD, MD, ISOVF. The combinations of median ISOVF, 5th percentile of FA, median MK and median MD showed excellent predictive power (AUC = 0.91). In the adult group, H3K27M-altered BSGs showed higher ICVF and lower RD, MD. The 75th percentile of RD demonstrated fair performance for H3K27M status prediction (AUC = 0.75). DATA CONCLUSION Different alteration patterns of diffusion measures were identified between H3K27M-altered and wildtype BSGs, which collectively had fair to excellent predictive value for H3K27M alteration status, especially in pediatric patients. EVIDENCE LEVEL 2 TECHNICAL EFFICACY: Stage 3.
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Affiliation(s)
- Xiaolu Xu
- Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Peng Zhang
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Zhizheng Zhuo
- Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Yunyun Duan
- Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Liying Qu
- Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Dan Cheng
- Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Ting Sun
- Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Jinli Ding
- Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Cong Xie
- Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Xing Liu
- Department of Pathology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Sven Haller
- Department of Imaging and Medical Informatics, University Hospitals of Geneva and Faculty of Medicine of the University of Geneva, Geneva, Switzerland
| | - Frederik Barkhof
- UCL Institutes of Neurology and Healthcare Engineering, London, UK
- Department of Radiology & Nuclear Medicine, Amsterdam University Medical Centers, Amsterdam, The Netherlands
| | - Chuyang Ye
- School of Information and Electronics, Beijing Institute of Technology, Beijing, China
| | - Liwei Zhang
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Yaou Liu
- Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
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22
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Vermeulen C, Pagès-Gallego M, Kester L, Kranendonk MEG, Wesseling P, Verburg N, de Witt Hamer P, Kooi EJ, Dankmeijer L, van der Lugt J, van Baarsen K, Hoving EW, Tops BBJ, de Ridder J. Ultra-fast deep-learned CNS tumour classification during surgery. Nature 2023; 622:842-849. [PMID: 37821699 PMCID: PMC10600004 DOI: 10.1038/s41586-023-06615-2] [Citation(s) in RCA: 18] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2023] [Accepted: 09/06/2023] [Indexed: 10/13/2023]
Abstract
Central nervous system tumours represent one of the most lethal cancer types, particularly among children1. Primary treatment includes neurosurgical resection of the tumour, in which a delicate balance must be struck between maximizing the extent of resection and minimizing risk of neurological damage and comorbidity2,3. However, surgeons have limited knowledge of the precise tumour type prior to surgery. Current standard practice relies on preoperative imaging and intraoperative histological analysis, but these are not always conclusive and occasionally wrong. Using rapid nanopore sequencing, a sparse methylation profile can be obtained during surgery4. Here we developed Sturgeon, a patient-agnostic transfer-learned neural network, to enable molecular subclassification of central nervous system tumours based on such sparse profiles. Sturgeon delivered an accurate diagnosis within 40 minutes after starting sequencing in 45 out of 50 retrospectively sequenced samples (abstaining from diagnosis of the other 5 samples). Furthermore, we demonstrated its applicability in real time during 25 surgeries, achieving a diagnostic turnaround time of less than 90 min. Of these, 18 (72%) diagnoses were correct and 7 did not reach the required confidence threshold. We conclude that machine-learned diagnosis based on low-cost intraoperative sequencing can assist neurosurgical decision-making, potentially preventing neurological comorbidity and avoiding additional surgeries.
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Affiliation(s)
- C Vermeulen
- Oncode Institute, Utrecht, The Netherlands
- Center for Molecular Medicine, UMC Utrecht, Utrecht, The Netherlands
| | - M Pagès-Gallego
- Oncode Institute, Utrecht, The Netherlands
- Center for Molecular Medicine, UMC Utrecht, Utrecht, The Netherlands
| | - L Kester
- Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
| | - M E G Kranendonk
- Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
| | - P Wesseling
- Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
- Department of Pathology, Amsterdam University Medical Centers/VUmc, Amsterdam, The Netherlands
| | - N Verburg
- Department of Neurosurgery, Amsterdam University Medical Centers/VUmc, Amsterdam, The Netherlands
| | - P de Witt Hamer
- Department of Neurosurgery, Amsterdam University Medical Centers/VUmc, Amsterdam, The Netherlands
| | - E J Kooi
- Department of Pathology, Amsterdam University Medical Centers/VUmc, Amsterdam, The Netherlands
| | - L Dankmeijer
- Department of Pathology, Amsterdam University Medical Centers/VUmc, Amsterdam, The Netherlands
- Department of Neurosurgery, Amsterdam University Medical Centers/VUmc, Amsterdam, The Netherlands
| | - J van der Lugt
- Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
| | - K van Baarsen
- Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
| | - E W Hoving
- Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
| | - B B J Tops
- Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands.
| | - J de Ridder
- Oncode Institute, Utrecht, The Netherlands.
- Center for Molecular Medicine, UMC Utrecht, Utrecht, The Netherlands.
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23
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Nafe R, Porto L, Samp PF, You SJ, Hattingen E. Adult-type and Pediatric-type Diffuse Gliomas : What the Neuroradiologist Should Know. Clin Neuroradiol 2023; 33:611-624. [PMID: 36941392 PMCID: PMC10449995 DOI: 10.1007/s00062-023-01277-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2022] [Accepted: 02/03/2023] [Indexed: 03/22/2023]
Abstract
The classification of diffuse gliomas into the adult type and the pediatric type is the new basis for the diagnosis and clinical evaluation. The knowledge for the neuroradiologist should not remain limited to radiological aspects but should be based additionally on the current edition of the World Health Organization (WHO) classification of tumors of the central nervous system (CNS). This classification defines the 11 entities of diffuse gliomas, which are included in the 3 large groups of adult-type diffuse gliomas, pediatric-type diffuse low-grade gliomas, and pediatric-type diffuse high-grade gliomas. This article provides a detailed overview of important molecular, morphological, and clinical aspects for all 11 entities, such as typical genetic alterations, age distribution, variability of the tumor localization, variability of histopathological and radiological findings within each entity, as well as currently available statistical information on prognosis and outcome. Important differential diagnoses are also discussed.
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Affiliation(s)
- Reinhold Nafe
- Dept. Neuroradiology, Clinics of Johann Wolfgang-Goethe University, Schleusenweg 2-16, 60528, Frankfurt am Main, Germany.
| | - Luciana Porto
- Dept. Neuroradiology, Clinics of Johann Wolfgang-Goethe University, Schleusenweg 2-16, 60528, Frankfurt am Main, Germany
| | - Patrick-Felix Samp
- Dept. Neuroradiology, Clinics of Johann Wolfgang-Goethe University, Schleusenweg 2-16, 60528, Frankfurt am Main, Germany
| | - Se-Jong You
- Dept. Neuroradiology, Clinics of Johann Wolfgang-Goethe University, Schleusenweg 2-16, 60528, Frankfurt am Main, Germany
| | - Elke Hattingen
- Dept. Neuroradiology, Clinics of Johann Wolfgang-Goethe University, Schleusenweg 2-16, 60528, Frankfurt am Main, Germany
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24
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Miguel Llordes G, Medina Pérez VM, Curto Simón B, Castells-Yus I, Vázquez Sufuentes S, Schuhmacher AJ. Epidemiology, Diagnostic Strategies, and Therapeutic Advances in Diffuse Midline Glioma. J Clin Med 2023; 12:5261. [PMID: 37629304 PMCID: PMC10456112 DOI: 10.3390/jcm12165261] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2023] [Revised: 08/03/2023] [Accepted: 08/09/2023] [Indexed: 08/27/2023] Open
Abstract
Object: Diffuse midline glioma (DMG) is a highly aggressive and lethal brain tumor predominantly affecting children and young adults. Previously known as diffuse intrinsic pontine glioma (DIPG) or grade IV brain stem glioma, DMG has recently been reclassified as "diffuse midline glioma" according to the WHO CNS5 nomenclature, expanding the DMG demographic. Limited therapeutic options result in a poor prognosis, despite advances in diagnosis and treatment. Radiotherapy has historically been the primary treatment modality to improve patient survival. Methods: This systematic literature review aims to comprehensively compile information on the diagnosis and treatment of DMG from 1 January 2012 to 31 July 2023. The review followed the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) statement and utilized databases such as PubMed, Cochrane Library, and SciELO. Results: Currently, molecular classification of DMG plays an increasingly vital role in determining prognosis and treatment options. Emerging therapeutic avenues, including immunomodulatory agents, anti-GD2 CAR T-cell and anti-GD2 CAR-NK therapies, techniques to increase blood-brain barrier permeability, isocitrate dehydrogenase inhibitors, oncolytic and peptide vaccines, are being explored based on the tumor's molecular composition. However, more clinical trials are required to establish solid guidelines for toxicity, dosage, and efficacy. Conclusions: The identification of the H3K27 genetic mutation has led to the reclassification of certain midline tumors, expanding the DMG demographic. The field of DMG research continues to evolve, with encouraging findings that underscore the importance of highly specific and tailored therapeutic strategies to achieve therapeutic success.
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Affiliation(s)
- Gloria Miguel Llordes
- Molecular Oncology Group, Instituto de Investigación Sanitaria Aragón (IIS Aragón), 50009 Zaragoza, Spain
- Pediatric Cancer Center Barcelona, Hospital Sant Joan de Déu, 08950 Barcelona, Spain
| | - Víctor Manuel Medina Pérez
- Molecular Oncology Group, Instituto de Investigación Sanitaria Aragón (IIS Aragón), 50009 Zaragoza, Spain
| | | | - Irene Castells-Yus
- Molecular Oncology Group, Instituto de Investigación Sanitaria Aragón (IIS Aragón), 50009 Zaragoza, Spain
| | | | - Alberto J. Schuhmacher
- Molecular Oncology Group, Instituto de Investigación Sanitaria Aragón (IIS Aragón), 50009 Zaragoza, Spain
- Fundación Aragonesa para la Investigación y el Desarrollo (ARAID), 50018 Zaragoza, Spain
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25
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Huang B, Zhang Y, Mao Q, Ju Y, Liu Y, Su Z, Lei Y, Ren Y. Deep learning-based prediction of H3K27M alteration in diffuse midline gliomas based on whole-brain MRI. Cancer Med 2023; 12:17139-17148. [PMID: 37461358 PMCID: PMC10501256 DOI: 10.1002/cam4.6363] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2023] [Revised: 07/02/2023] [Accepted: 07/08/2023] [Indexed: 09/15/2023] Open
Abstract
BACKGROUND H3K27M mutation status significantly affects the prognosis of patients with diffuse midline gliomas (DMGs), but this tumor presents a high risk of pathological acquisition. We aimed to construct a fully automated model for predicting the H3K27M alteration status of DMGs based on deep learning using whole-brain MRI. METHODS DMG patients from West China Hospital of Sichuan University (WCHSU; n = 200) and Chengdu Shangjin Nanfu Hospital (CSNH; n = 35) who met the inclusion and exclusion criteria from February 2016 to April 2022 were enrolled as the training and external test sets, respectively. To adapt the model to the human head MRI scene, we use normal human head MR images to pretrain the model. The classification and tumor segmentation tasks are naturally related, so we conducted cotraining for the two tasks to enable information interaction between them and improve the accuracy of the classification task. RESULTS The average classification accuracies of our model on the training and external test sets was 90.5% and 85.1%, respectively. Ablation experiments showed that pretraining and cotraining could improve the prediction accuracy and generalization performance of the model. In the training and external test sets, the average areas under the receiver operating characteristic curve (AUROCs) were 94.18% and 87.64%, and the average areas under the precision-recall curve (AUPRC) were 93.26% and 85.4%. CONCLUSIONS The developed model achieved excellent performance in predicting the H3K27M alteration status in DMGs, and its good reproducibility and generalization were verified in the external dataset.
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Affiliation(s)
- Bowen Huang
- Department of NeurosurgeryWest China Hospital of Sichuan UniversityChengduChina
| | - Yuekang Zhang
- Department of NeurosurgeryWest China Hospital of Sichuan UniversityChengduChina
| | - Qing Mao
- Department of NeurosurgeryWest China Hospital of Sichuan UniversityChengduChina
| | - Yan Ju
- Department of NeurosurgeryWest China Hospital of Sichuan UniversityChengduChina
| | - Yanhui Liu
- Department of NeurosurgeryWest China Hospital of Sichuan UniversityChengduChina
| | - Zhengzheng Su
- Department of PathologyWest China Hospital of Sichuan UniversityChengduChina
| | - Yinjie Lei
- College of Electronics and Information EngineeringSichuan UniversityChengduChina
| | - Yanming Ren
- Department of NeurosurgeryWest China Hospital of Sichuan UniversityChengduChina
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26
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Lv K, Chen H, Cao X, Du P, Chen J, Liu X, Zhu L, Geng D, Zhang J. Development and validation of a machine learning algorithm for predicting diffuse midline glioma, H3 K27-altered, H3 K27 wild-type high-grade glioma, and primary CNS lymphoma of the brain midline in adults. J Neurosurg 2023; 139:393-401. [PMID: 36681946 DOI: 10.3171/2022.11.jns221544] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Accepted: 11/15/2022] [Indexed: 12/24/2022]
Abstract
OBJECTIVE Preoperative diagnosis of diffuse midline glioma, H3 K27-altered (DMG-A) and midline high-grade glioma without H3 K27 alteration (DMG-W), as well as midline primary CNS lymphoma (PCNSL) in adults, is challenging but crucial. The aim of this study was to develop a model for predicting these three entities using machine learning (ML) algorithms. METHODS Thirty-three patients with DMG-A, 35 with DMG-W, and 35 with midline PCNSL were retrospectively enrolled in the study. Radiomics features were extracted from contrast-enhanced T1-weighted MR images. Two radiologists evaluated the conventional MRI features of the tumors, such as shape. Patient age, tumor volume, and conventional MRI features were considered clinical features. The data set was randomly stratified into 70% training and 30% testing cohorts. Predictive models based on the clinical features, radiomics features, and integration of clinical and radiomics features were established through ML. The performances of the models were evaluated by calculating the area under the receiver operating characteristic curve, accuracy, sensitivity, and specificity. Subsequently, 10 patients with DMG-A, 10 with DMG-W, and 12 with PCNSL were enrolled from another institution to validate the established models. RESULTS The predictive models based on clinical features, radiomics features, and the integration of clinical and radiomics features through the support vector machine algorithm had the optimal accuracies in the training, testing, and validation cohorts, and the accuracies in the testing cohort were 0.871, 0.892, and 0.903, respectively. Age, 2 radiomics features, and 3 conventional MRI features were the 6 most significant features in the established integrated model. CONCLUSIONS The integrated prediction model established by ML provides high discriminatory accuracy for predicting DMG-A, DMG-W, and midline PCNSL in adults.
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Affiliation(s)
- Kun Lv
- Departments of1Radiology and
| | - Hongyi Chen
- 2Academy for Engineering and Technology, Fudan University, Shanghai
| | - Xin Cao
- Departments of1Radiology and
| | - Peng Du
- Departments of1Radiology and
| | - Jiawei Chen
- 3Neurosurgery, Huashan Hospital, Fudan University, Shanghai
| | - Xiao Liu
- 4School of Computer and Information Technology, Beijing Jiaotong University, Beijing; and
| | - Li Zhu
- 5Department of Radiology, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China
| | - Daoying Geng
- Departments of1Radiology and
- 2Academy for Engineering and Technology, Fudan University, Shanghai
| | - Jun Zhang
- Departments of1Radiology and
- 2Academy for Engineering and Technology, Fudan University, Shanghai
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27
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Damodharan S, Abbott A, Kellar K, Zhao Q, Dey M. Molecular Characterization and Treatment Approaches for Pediatric H3 K27-Altered Diffuse Midline Glioma: Integrated Systematic Review of Individual Clinical Trial Participant Data. Cancers (Basel) 2023; 15:3478. [PMID: 37444588 PMCID: PMC10340772 DOI: 10.3390/cancers15133478] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2023] [Revised: 06/30/2023] [Accepted: 07/01/2023] [Indexed: 07/15/2023] Open
Abstract
Diffuse midline glioma (DMG), H3 K27-altered are highly aggressive, incurable central nervous system (CNS) tumors. The current standard palliative treatment is radiotherapy, with most children succumbing to the disease in less than one year from the time of diagnosis. Over the past decade, there have been significant advancements in our understanding of these heterogeneous tumors at the molecular level. As a result, most of the newer clinical trials offered utilize more targeted approaches with information derived from the tumor biopsy. In this systematic review, we used individual participant data from seven recent clinical trials published over the past five years that met our inclusion and exclusion criteria to analyze factors that influence overall survival (OS). We found that the most prominent genetic alterations H3.3 (H3F3A) and TP53 were associated with worse OS and that ACVR had a protective effect. In addition, re-irradiation was the only statistically significant treatment modality that showed any survival benefit. Our findings highlight some important characteristics of DMG, H3 K27-altered and their effects on OS along with the importance of continuing to review clinical trial data to improve our therapies for these fatal tumors.
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Affiliation(s)
- Sudarshawn Damodharan
- Department of Pediatrics, Division of Pediatric Hematology, Oncology and Bone Marrow Transplant, School of Medicine & Public Health, University of Wisconsin, Madison, WI 53792, USA;
| | - Alexandra Abbott
- Department of Neurosurgery, School of Medicine & Public Health, University of Wisconsin, UW Carbone Cancer Center, Madison, WI 53792, USA; (A.A.); (K.K.)
| | - Kaitlyn Kellar
- Department of Neurosurgery, School of Medicine & Public Health, University of Wisconsin, UW Carbone Cancer Center, Madison, WI 53792, USA; (A.A.); (K.K.)
| | - Qianqian Zhao
- Department of Biostatistics and Medical Informatics, School of Medicine and Public Health, University of Wisconsin, Madison, WI 53792, USA;
| | - Mahua Dey
- Department of Neurosurgery, School of Medicine & Public Health, University of Wisconsin, UW Carbone Cancer Center, Madison, WI 53792, USA; (A.A.); (K.K.)
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28
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Marqueze LFB, Costa AK, Pedroso GS, Vasconcellos FF, Pilger BI, Kindermann S, Andrade VM, Alves ACB, Nery T, Silva AA, Carvalhal SRS, Zazula MF, Naliwaiko K, Fernandes LC, Radak Z, Pinho RA. Regulation of Redox Profile and Genomic Instability by Physical Exercise Contributes to Neuroprotection in Mice with Experimental Glioblastoma. Antioxidants (Basel) 2023; 12:1343. [PMID: 37507883 PMCID: PMC10376052 DOI: 10.3390/antiox12071343] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2023] [Revised: 06/23/2023] [Accepted: 06/24/2023] [Indexed: 07/30/2023] Open
Abstract
Glioblastoma (GBM) is an aggressive, common brain cancer known to disrupt redox biology, affecting behavior and DNA integrity. Past research remains inconclusive. To further understand this, an investigation was conducted on physical training's effects on behavior, redox balance, and genomic stability in GBMA models. Forty-seven male C57BL/6J mice, 60 days old, were divided into GBM and sham groups (n = 15, n = 10, respectively), which were further subdivided into trained (Str, Gtr; n = 10, n = 12) and untrained (Sut, Gut; n = 10, n = 15) subsets. The trained mice performed moderate aerobic exercises on a treadmill five to six times a week for a month while untrained mice remained in their enclosures. Behavior was evaluated using open-field and rotarod tests. Post training, the mice were euthanized and brain, liver, bone marrow, and blood samples were analyzed for redox and genomic instability markers. The results indicated increased latency values in the trained GBM (Gtr) group, suggesting a beneficial impact of exercise. Elevated reactive oxygen species in the parietal tissue of untrained GBM mice (Gut) were reduced post training. Moreover, Gtr mice exhibited lower tail intensity, indicating less genomic instability. Thus, exercise could serve as a promising supplemental GBM treatment, modulating redox parameters and reducing genomic instability.
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Affiliation(s)
- Luis F B Marqueze
- Graduate Program in Health Sciences, School of Life Sciences and Medicine, Pontifical Catholic University of Paraná, Curitiba 80215-200, Brazil
| | - Amanda K Costa
- Graduate Program in Health Sciences, School of Life Sciences and Medicine, Pontifical Catholic University of Paraná, Curitiba 80215-200, Brazil
| | - Giulia S Pedroso
- Graduate Program in Health Sciences, School of Life Sciences and Medicine, Pontifical Catholic University of Paraná, Curitiba 80215-200, Brazil
| | - Franciane F Vasconcellos
- Graduate Program in Health Sciences, School of Life Sciences and Medicine, Pontifical Catholic University of Paraná, Curitiba 80215-200, Brazil
| | - Bruna I Pilger
- Graduate Program in Health Sciences, School of Life Sciences and Medicine, Pontifical Catholic University of Paraná, Curitiba 80215-200, Brazil
| | - Schellen Kindermann
- Graduate Program in Health Sciences, University of Southern Santa Catarina, Criciúma 88806-000, Brazil
| | - Vanessa M Andrade
- Graduate Program in Health Sciences, University of Southern Santa Catarina, Criciúma 88806-000, Brazil
| | - Ana C B Alves
- Department of Physical Therapy, Federal University of Santa Catarina, Araranguá 88905-120, Brazil
| | - Tatyana Nery
- Department of Physical Therapy, Federal University of Santa Catarina, Araranguá 88905-120, Brazil
| | - Aderbal A Silva
- Department of Physical Therapy, Federal University of Santa Catarina, Araranguá 88905-120, Brazil
| | | | - Matheus F Zazula
- Department of Physiology, Federal University of Parana, Curitiba 81531-970, Brazil
| | - Katya Naliwaiko
- Department of Physiology, Federal University of Parana, Curitiba 81531-970, Brazil
| | - Luiz C Fernandes
- Department of Physiology, Federal University of Parana, Curitiba 81531-970, Brazil
| | - Zsolt Radak
- Research Institute of Sport Science, University of Physical Education, Alkotas u. 44, H-1123 Budapest, Hungary
| | - Ricardo A Pinho
- Graduate Program in Health Sciences, School of Life Sciences and Medicine, Pontifical Catholic University of Paraná, Curitiba 80215-200, Brazil
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29
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Peng Y, Ren Y, Huang B, Tang J, Jv Y, Mao Q, Liu Y, Lei Y, Zhang Y. A validated prognostic nomogram for patients with H3 K27M-mutant diffuse midline glioma. Sci Rep 2023; 13:9970. [PMID: 37340065 DOI: 10.1038/s41598-023-37078-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2023] [Accepted: 06/15/2023] [Indexed: 06/22/2023] Open
Abstract
H3 K27M-mutant diffuse midline glioma (H3 K27M-mt DMG) is a rare, highly invasive tumor with a poor prognosis. The prognostic factors of H3 K27M-mt DMG have not been fully identified, and there is no clinical prediction model for it. This study aimed to develop and validate a prognostic model for predicting the probability of survival in patients with H3 K27M-mt DMG. Patients diagnosed with H3 K27M-mt DMG in the West China Hospital from January 2016 to August 2021 were included. Cox proportional hazard regression was used for survival assessment, with adjustment for known prognostic factors. The final model was established using the patient data of our center as the training cohort and data from other centers for external independent verification. One hundred and five patients were ultimately included in the training cohort, and 43 cases from another institution were used as the validation cohort. The factors influencing survival probability in the prediction model included age, preoperative KPS score, radiotherapy and Ki-67 expression level. The adjusted consistency indices of the Cox regression model in internal bootstrap validation at 6, 12, and 18 months were 0.776, 0.766, and 0.764, respectively. The calibration chart showed high consistency between the predicted and observed results. The discrimination in external verification was 0.785, and the calibration curve showed good calibration ability. We identified the risk factors that affect the prognosis of H3 K27M-mt DMG patients and then established and validated a diagnostic model for predicting the survival probability of these patients.
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Affiliation(s)
- Youheng Peng
- Department of Neurosurgery, West China Hospital of Sichuan University, No. 37, Guoxue Alley, Chengdu, 610041, Sichuan, People's Republic of China
| | - Yanming Ren
- Department of Neurosurgery, West China Hospital of Sichuan University, No. 37, Guoxue Alley, Chengdu, 610041, Sichuan, People's Republic of China
| | - Bowen Huang
- Department of Neurosurgery, West China Hospital of Sichuan University, No. 37, Guoxue Alley, Chengdu, 610041, Sichuan, People's Republic of China
| | - Jun Tang
- College of Electronics and Information Engineering, Sichuan University, No. 24, South Section 1, First Ring Road, Chengdu, 610041, Sichuan, People's Republic of China
| | - Yan Jv
- Department of Neurosurgery, West China Hospital of Sichuan University, No. 37, Guoxue Alley, Chengdu, 610041, Sichuan, People's Republic of China
| | - Qing Mao
- Department of Neurosurgery, West China Hospital of Sichuan University, No. 37, Guoxue Alley, Chengdu, 610041, Sichuan, People's Republic of China
| | - Yanhui Liu
- Department of Neurosurgery, West China Hospital of Sichuan University, No. 37, Guoxue Alley, Chengdu, 610041, Sichuan, People's Republic of China
| | - Yinjie Lei
- College of Electronics and Information Engineering, Sichuan University, No. 24, South Section 1, First Ring Road, Chengdu, 610041, Sichuan, People's Republic of China.
| | - Yuekang Zhang
- Department of Neurosurgery, West China Hospital of Sichuan University, No. 37, Guoxue Alley, Chengdu, 610041, Sichuan, People's Republic of China.
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Zhang H, Liu K, Ba R, Zhang Z, Zhang Y, Chen Y, Gu W, Shen Z, Shu Q, Fu J, Wu D. Histological and molecular classifications of pediatric glioma with time-dependent diffusion MRI-based microstructural mapping. Neuro Oncol 2023; 25:1146-1156. [PMID: 36617263 PMCID: PMC10237431 DOI: 10.1093/neuonc/noad003] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2022] [Indexed: 01/09/2023] Open
Abstract
BACKGROUND Gliomas are the most common type of central nervous system tumors in children, and the combination of histological and molecular classification is essential for prognosis and treatment. Here, we proposed a newly developed microstructural mapping technique based on diffusion-time-dependent diffusion MRI td-dMRI theory to quantify tumor cell properties and tested these microstructural markers in identifying histological grade and molecular alteration of H3K27. METHODS This prospective study included 69 pediatric glioma patients aged 6.14 ± 3.25 years old, who underwent td-dMRI with pulsed and oscillating gradient diffusion sequences on a 3T scanner. dMRI data acquired at varying tds were fitted into a 2-compartment microstructural model to obtain intracellular fraction (fin), cell diameter, cellularity, etc. Apparent diffusivity coefficient (ADC) and T1 and T2 relaxation times were also obtained. H&E stained histology was used to validate the estimated microstructural properties. RESULTS For histological classification of low- and high-grade pediatric gliomas, the cellularity index achieved the highest area under the receiver-operating-curve (AUC) of 0.911 among all markers, while ADC, T1, and T2 showed AUCs of 0.906, 0.885, and 0.886. For molecular classification of H3K27-altered glioma in 39 midline glioma patients, cell diameter showed the highest discriminant power with an AUC of 0.918, and the combination of cell diameter and extracellular diffusivity further improved AUC to 0.929. The td-dMRI estimated fin correlated well with the histological ground truth with r = 0.7. CONCLUSIONS The td-dMRI-based microstructural properties outperformed routine MRI measurements in diagnosing pediatric gliomas, and the different microstructural features showed complementary strength in histological and molecular classifications.
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Affiliation(s)
- Hongxi Zhang
- Department of Radiology, Children’s Hospital, Zhejiang University School of Medicine, National Clinical Research Center for Child Health, Hangzhou, China
| | - Kuiyuan Liu
- Department of Biomedical Engineering, College of Biomedical Engineering & Instrument Science, Zhejiang University, Hangzhou, China
| | - Ruicheng Ba
- Department of Biomedical Engineering, College of Biomedical Engineering & Instrument Science, Zhejiang University, Hangzhou, China
| | - Zelin Zhang
- Department of Biomedical Engineering, College of Biomedical Engineering & Instrument Science, Zhejiang University, Hangzhou, China
| | - Yi Zhang
- Department of Biomedical Engineering, College of Biomedical Engineering & Instrument Science, Zhejiang University, Hangzhou, China
| | - Ye Chen
- Children’s Hospital, Zhejiang University School of Medicine, National Clinical Research Center for Child Health, Hangzhou, China
| | - Weizhong Gu
- Department of Pathology, Children’s Hospital, Zhejiang University School of Medicine, National Clinical Research Center for Child Health, Hangzhou, China
| | - Zhipeng Shen
- Department of Neurosurgery, Children’s Hospital, Zhejiang University School of Medicine, National Clinical Research Center for Child Health, Hangzhou, China
| | - Qiang Shu
- Department of Cardiology, Children’s Hospital, Zhejiang University School of Medicine, National Clinical Research Center for Child Health, Hangzhou, China
| | - Junfen Fu
- Department of Endocrinology, Children’s Hospital, Zhejiang University School of Medicine, National Clinical Research Center for Child Health, Hangzhou, China
| | - Dan Wu
- Department of Biomedical Engineering, College of Biomedical Engineering & Instrument Science, Zhejiang University, Hangzhou, China
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Ocasio JK, Budd KM, Roach JT, Andrews JM, Baker SJ. Oncohistones and disrupted development in pediatric-type diffuse high-grade glioma. Cancer Metastasis Rev 2023; 42:367-388. [PMID: 37119408 PMCID: PMC10441521 DOI: 10.1007/s10555-023-10105-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/13/2023] [Accepted: 04/05/2023] [Indexed: 05/01/2023]
Abstract
Recurrent, clonal somatic mutations in histone H3 are molecular hallmarks that distinguish the genetic mechanisms underlying pediatric and adult high-grade glioma (HGG), define biological subgroups of diffuse glioma, and highlight connections between cancer, development, and epigenetics. These oncogenic mutations in histones, now termed "oncohistones", were discovered through genome-wide sequencing of pediatric diffuse high-grade glioma. Up to 80% of diffuse midline glioma (DMG), including diffuse intrinsic pontine glioma (DIPG) and diffuse glioma arising in other midline structures including thalamus or spinal cord, contain histone H3 lysine 27 to methionine (K27M) mutations or, rarely, other alterations that result in a depletion of H3K27me3 similar to that induced by H3 K27M. This subgroup of glioma is now defined as diffuse midline glioma, H3K27-altered. In contrast, histone H3 Gly34Arg/Val (G34R/V) mutations are found in approximately 30% of diffuse glioma arising in the cerebral hemispheres of older adolescents and young adults, now classified as diffuse hemispheric glioma, H3G34-mutant. Here, we review how oncohistones modulate the epigenome and discuss the mutational landscape and invasive properties of histone mutant HGGs of childhood. The distinct mechanisms through which oncohistones and other mutations rewrite the epigenetic landscape provide novel insights into development and tumorigenesis and may present unique vulnerabilities for pHGGs. Lessons learned from these rare incurable brain tumors of childhood may have broader implications for cancer, as additional high- and low-frequency oncohistone mutations have been identified in other tumor types.
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Affiliation(s)
- Jennifer K Ocasio
- Department of Developmental Neurobiology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Kaitlin M Budd
- Department of Developmental Neurobiology, St. Jude Children's Research Hospital, Memphis, TN, USA
- St. Jude Graduate School of Biomedical Sciences, Memphis, TN, USA
| | - Jordan T Roach
- Department of Developmental Neurobiology, St. Jude Children's Research Hospital, Memphis, TN, USA
- St. Jude Graduate School of Biomedical Sciences, Memphis, TN, USA
- College of Medicine, University of Tennessee Health Sciences Center, Memphis, TN, USA
| | - Jared M Andrews
- Department of Developmental Neurobiology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Suzanne J Baker
- Department of Developmental Neurobiology, St. Jude Children's Research Hospital, Memphis, TN, USA.
- St. Jude Graduate School of Biomedical Sciences, Memphis, TN, USA.
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Knight A, Horsley P, Yuile A, Yim J, Suh M, Venketesha V, Kastelan M, Wheeler H, Back M. Volumetric response and pattern of failure of histone altered high grade glioma in adults following management with radiation therapy. J Neurooncol 2023; 163:281-288. [PMID: 37184742 DOI: 10.1007/s11060-023-04332-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2023] [Accepted: 05/03/2023] [Indexed: 05/16/2023]
Abstract
PURPOSE H3K27M- and H3G34R-mutant gliomas are recently-classified subgroups of high-grade gliomas (HGGs) affecting younger adults. This study aimed to describe patterns of infiltration and failure, and the volumetric response of these tumours to radiotherapy. METHODS Patients with histone-mutant gliomas aged 16-50 years, managed from 2009 to 2021 were identified and clinical, radiological and histopathological characteristics collected. Tumour volume was assessed on MRI at diagnosis, pre-radiotherapy, month + 1, + 3 and + 5 post-radiation and at relapse. RESULTS Of 538 IDH1/2 wild-type HGGs, 18(15%) had a histone alteration. Eleven were H3K27M- and 7 H3G34R-mutant respectively. Median age at diagnosis was 20 years (range17-48 years). Median overall survival was 20 months (95%CI 14-29 months). Both H3K27M- and H3G34R-mutant tumours exhibited extensive T2F infiltration involving a median of 4 neuroanatomical subsites at diagnosis. Median volume of disease pre-radiotherapy on T1gd and T2F respectively was 0.5cm3 (IQR:0-1.7cm3) and 11.9 cm3 (IQR:7.5-29.6cm3) for H3K27M and 0.9cm3 (IQR:0-8.4cm3) and 43.8cm3 (IQR:25.2-86.6 cm3) for H3G34R tumours. T2F volume reduction > 50% was observed 3-months post-IMRT in 7(64%) patients with H3K27M and 1(14%) with H3G34R tumours. Fourteen patients had relapsed. Relapse was local-only, distant-only and both in 4(44%), 3(33%) and 2(22%) H3K27M-mutant and 1(20%), 2(40%), and 2(40%) H3G34R-mutant tumours. On last scan before death, leptomeningeal spread was present in 4/8(50%) and 1/5(20%) and subependymal spread in 4/8 (50%) and 0/5 H3K27M- and G34R-mutant cases respectively. CONCLUSION H3K27M-mutant gliomas are highly responsive to radiotherapy but exhibit high propensity for subsequent leptomeningeal and subependymal spread. H3G34R-mutant tumours exhibit lesser early volumetric response to radiotherapy and propensity for distant in-brain failure.
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Affiliation(s)
- A Knight
- Department of Radiation Oncology, Northern Sydney Cancer Centre, Royal North Shore Hospital, St Leonards, Sydney, NSW, 2065, Australia.
- Sydney Medical School, University of Sydney, Sydney, Australia.
| | - P Horsley
- Department of Radiation Oncology, Northern Sydney Cancer Centre, Royal North Shore Hospital, St Leonards, Sydney, NSW, 2065, Australia
| | - A Yuile
- Department of Radiation Oncology, Northern Sydney Cancer Centre, Royal North Shore Hospital, St Leonards, Sydney, NSW, 2065, Australia
- Genesis Care, Sydney, Australia
- The Brain Cancer Group, Sydney, Australia
- Sydney Medical School, University of Sydney, Sydney, Australia
| | - J Yim
- Department of Radiation Oncology, Northern Sydney Cancer Centre, Royal North Shore Hospital, St Leonards, Sydney, NSW, 2065, Australia
- Centre for Health Economics Research and Evaluation, Faculty of Health, University of Technology Sydney, Sydney, Australia
- The Brain Cancer Group, Sydney, Australia
| | - M Suh
- Department of Radiation Oncology, Northern Sydney Cancer Centre, Royal North Shore Hospital, St Leonards, Sydney, NSW, 2065, Australia
| | - V Venketesha
- Department of Radiation Oncology, Northern Sydney Cancer Centre, Royal North Shore Hospital, St Leonards, Sydney, NSW, 2065, Australia
- Northern Sydney Local Health District Executive, St. Leonards, NSW, Australia
| | - M Kastelan
- Department of Radiation Oncology, Northern Sydney Cancer Centre, Royal North Shore Hospital, St Leonards, Sydney, NSW, 2065, Australia
- The Brain Cancer Group, Sydney, Australia
| | - H Wheeler
- Department of Radiation Oncology, Northern Sydney Cancer Centre, Royal North Shore Hospital, St Leonards, Sydney, NSW, 2065, Australia
- The Brain Cancer Group, Sydney, Australia
- Sydney Medical School, University of Sydney, Sydney, Australia
| | - M Back
- Department of Radiation Oncology, Northern Sydney Cancer Centre, Royal North Shore Hospital, St Leonards, Sydney, NSW, 2065, Australia
- Genesis Care, Sydney, Australia
- Central Coast Cancer Centre, Gosford Hospital, Gosford, Australia
- The Brain Cancer Group, Sydney, Australia
- Sydney Medical School, University of Sydney, Sydney, Australia
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Liu C, Kuang S, Wu L, Cheng Q, Gong X, Wu J, Zhang L. Radiotherapy and radio-sensitization in H3 K27M -mutated diffuse midline gliomas. CNS Neurosci Ther 2023. [PMID: 37157237 DOI: 10.1111/cns.14225] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2023] [Revised: 04/07/2023] [Accepted: 04/10/2023] [Indexed: 05/10/2023] Open
Abstract
BACKGROUND H3K27M mutated diffuse midline gliomas (DMGs) are extremely aggressive and the leading cause of cancer-related deaths in pediatric brain tumors with 5-year survival <1%. Radiotherapy is the only established adjuvant treatment of H3K27M DMGs; however, the radio-resistance is commonly observed. METHODS We summarized current understandings of the molecular responses of H3K27M DMGs to radiotherapy and provide crucial insights into current advances in radiosensitivity enhancement. RESULTS Ionizing radiation (IR) can mainly inhibit tumor cell growth by inducing DNA damage regulated by the cell cycle checkpoints and DNA damage repair (DDR) system. In H3K27M DMGs, the aberrant genetic and epigenetic changes, stemness genotype, and epithelial-mesenchymal transition (EMT) disrupt the cell cycle checkpoints and DDR system by altering the associated regulatory signaling pathways, which leads to the development of radio-resistance. CONCLUSIONS The advances in mechanisms of radio-resistance in H3K27M DMGs promote the potential targets to enhance the sensitivity to radiotherapy.
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Affiliation(s)
- Chao Liu
- Departments of Oncology, Xiangya Hospital, Central South University, Changsha, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China
| | - Shuwen Kuang
- Departments of Oncology, Xiangya Hospital, Central South University, Changsha, China
| | - Lei Wu
- Department of Neurosurgery, The Second Affiliated Hospital of Nanchang University, Nanchang, China
| | - Quan Cheng
- Departments of Neurosurgery, Xiangya Hospital, Central South University, Changsha, China
| | - Xuan Gong
- Departments of Neurosurgery, Xiangya Hospital, Central South University, Changsha, China
| | - Jun Wu
- Departments of Neurosurgery, Xiangya Hospital, Central South University, Changsha, China
| | - Longbo Zhang
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China
- Departments of Neurosurgery, Xiangya Hospital, Central South University, Changsha, China
- Departments of Neurosurgery, Yale School of Medicine, New Haven, Connecticut, USA
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Sharma M, Do TH, Palzer EF, Huling JD, Chen CC. Comparable safety profile between neuro-oncology procedures involving stereotactic needle biopsy (SNB) followed by laser interstitial thermal therapy (LITT) and LITT alone procedures. J Neurooncol 2023; 162:147-156. [PMID: 36920678 DOI: 10.1007/s11060-023-04275-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2023] [Accepted: 02/20/2023] [Indexed: 03/16/2023]
Abstract
INTRODUCTION Tissue diagnosis through stereotactic needle biopsy (SNB) is often needed prior to laser interstitial thermal therapy (LITT). Whether these procedures should be performed in the same surgery or in separate settings remain unclear. As a first step to address this question, we assess safety profile of procedures involving LITT alone versus SNB + LITT. METHODS Using International Classification of Disease (ICD) codes, we queried the National Readmissions Database (NRD, 2010-2018) for malignant brain tumor patients who underwent either (1) LITT alone or (2) elective LITT in combination with SNB (SNB + LITT). Survey regression methods were utilized. Additionally, the procedural outcome of LITT or SNB + LITT performed by the senior surgeon (2014-2022) were reviewed. RESULTS During the study period, an estimated 678 malignant brain tumor patients underwent LITT alone versus 373 patients that underwent SNB + LITT. Patients undergoing LITT and SNB + LITT exhibited statistically comparable median lengths of hospital stay (IQR; LITT = 2 day [1, 3]; SNB + LITT = 1 day [1, 3]; p = 0.405) and likelihood of routine discharge (LITT = 73.5%; SNB + LITT = 81.1%; p = 0.068). The odds of 30-day medical or neurological readmissions were comparable between LITT and SNB + LITT treated patients (all p ≥ 0.793). In the single surgeon experience of 218 procedures performed over an eight year period (2014-2022), the complications (LITT = 3.9%; SNB + LITT = 2.6%, p = 0.709), discharge within 48 h (LITT = 84.5%; SNB + LITT = 87.8%; p = 0.556), routine discharge (LITT = 91.3%; SNB + LITT = 93.9%; p = 0.604), and unplanned 30-day readmission (LITT = 3.9%; SNB + LITT = 1.7%; p = 0.423) were similarly comparable between LITT and SNB + LITT. CONCLUSION The length of hospital stay, the likelihood of routine discharge, and 30-day readmission for malignant brain tumor patients who underwent LITT and SNB + LITT were comparable.
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Affiliation(s)
- Mayur Sharma
- Department of Neurosurgery, University of Minnesota, 420 Delaware St, Minneapolis, MN, 55455, USA
| | - Truong H Do
- Department of Neurosurgery, University of Minnesota, 420 Delaware St, Minneapolis, MN, 55455, USA
| | - Elise F Palzer
- Division of Biostatistics, School of Public Health, University of Minnesota, Minneapolis, MN, 55455, USA
| | - Jared D Huling
- Division of Biostatistics, School of Public Health, University of Minnesota, Minneapolis, MN, 55455, USA
| | - Clark C Chen
- Department of Neurosurgery, University of Minnesota, 420 Delaware St, Minneapolis, MN, 55455, USA. .,University of Minnesota Neurosurgery, D429 Mayo Memorial Building 420 Delaware St. S. E., MMC96, Minneapolis, MN, 55455, USA.
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Vallero SG, Bertero L, Morana G, Sciortino P, Bertin D, Mussano A, Ricci FS, Peretta P, Fagioli F. Pediatric diffuse midline glioma H3K27- altered: A complex clinical and biological landscape behind a neatly defined tumor type. Front Oncol 2023; 12:1082062. [PMID: 36727064 PMCID: PMC9885151 DOI: 10.3389/fonc.2022.1082062] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2022] [Accepted: 12/23/2022] [Indexed: 01/18/2023] Open
Abstract
The 2021 World Health Organization Classification of Tumors of the Central Nervous System, Fifth Edition (WHO-CNS5), has strengthened the concept of tumor grade as a combination of histologic features and molecular alterations. The WHO-CNS5 tumor type "Diffuse midline glioma, H3K27-altered," classified within the family of "Pediatric-type diffuse high-grade gliomas," incarnates an ideally perfect integrated diagnosis in which location, histology, and genetics clearly define a specific tumor entity. It tries to evenly characterize a group of neoplasms that occur primarily in children and midline structures and that have a dismal prognosis. Such a well-defined pathological categorization has strongly influenced the pediatric oncology community, leading to the uniform treatment of most cases of H3K27-altered diffuse midline gliomas (DMG), based on the simplification that the mutation overrides the histological, radiological, and clinical characteristics of such tumors. Indeed, multiple studies have described pediatric H3K27-altered DMG as incurable tumors. However, in biology and clinical practice, exceptions are frequent and complexity is the rule. First of all, H3K27 mutations have also been found in non-diffuse gliomas. On the other hand, a minority of DMGs are H3K27 wild-type but have a similarly poor prognosis. Furthermore, adult-type tumors may rarely occur in children, and differences in prognosis have emerged between adult and pediatric H3K27-altered DMGs. As well, tumor location can determine differences in the outcome: patients with thalamic and spinal DMG have significantly better survival. Finally, other concomitant molecular alterations in H3K27 gliomas have been shown to influence prognosis. So, when such additional mutations are found, which one should we focus on in order to make the correct clinical decision? Our review of the current literature on pediatric diffuse midline H3K27-altered DMG tries to address such questions. Indeed, H3K27 status has become a fundamental supplement to the histological grading of pediatric gliomas; however, it might not be sufficient alone to exhaustively define the complex biological behavior of DMG in children and might not represent an indication for a unique treatment strategy across all patients, irrespective of age, additional molecular alterations, and tumor location.
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Affiliation(s)
- Stefano Gabriele Vallero
- Pediatric Oncohematology Division, Regina Margherita Children’s Hospital, Azienda Ospedaliera Universitaria (AOU) Città della Salute e della Scienza, Turin, Italy,*Correspondence: Stefano Gabriele Vallero,
| | - Luca Bertero
- Pathology Unit, Department of Medical Sciences, University of Turin, Turin, Italy
| | - Giovanni Morana
- Neuroradiology Unit, Department of Neuroscience, University of Turin, Turin, Italy
| | - Paola Sciortino
- Department of Neuroradiology, Azienda Ospedaliera Universitaria (AOU) Città della Salute e della Scienza, Turin, Italy
| | - Daniele Bertin
- Pediatric Oncohematology Division, Regina Margherita Children’s Hospital, Azienda Ospedaliera Universitaria (AOU) Città della Salute e della Scienza, Turin, Italy
| | - Anna Mussano
- Radiotherapy Unit, Regina Margherita Children’s Hospital, Azienda Ospedaliera Universitaria (AOU) Città della Salute e della Scienza, Turin, Italy
| | - Federica Silvia Ricci
- Child and Adolescent Neuropsychiatry Division, Department of Public Health and Pediatric Sciences, University of Turin, Turin, Italy
| | - Paola Peretta
- Pediatric Neurosurgery Division, Regina Margherita Children’s Hospital, Azienda Ospedaliera Universitaria (AOU) Città della Salute e della Scienza, Turin, Italy
| | - Franca Fagioli
- Pediatric Oncohematology Division, Regina Margherita Children’s Hospital, Azienda Ospedaliera Universitaria (AOU) Città della Salute e della Scienza, Turin, Italy,Department of Public Health and Pediatrics, University of Turin, Turin, Italy
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Bassa B, Battmann A, Craemer EM, Meyding-Lamadé U. Flank Pain as a First Symptom of a Diffuse Midline Glioma. Case Rep Neurol 2023; 15:1-5. [PMID: 36742445 PMCID: PMC9893990 DOI: 10.1159/000528311] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2022] [Accepted: 11/12/2022] [Indexed: 01/15/2023] Open
Abstract
Diffuse midline gliomas are a new entity in the WHO Classification of Tumors of the Central Nervous System, corresponding to grade 4 gliomas. The diagnostic pathognomonic feature is the presence of a H3K27M mutation. Although mainly seen in children, cases in adults have also been reported. The symptoms are highly variable and usually dependent on the location and extent of spinal cord compression.
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Affiliation(s)
- Burc Bassa
- Department of Neurology, Krankenhaus Nordwest, Frankfurt, Germany
| | - Achim Battmann
- Department of Pathology, Krankenhaus Nordwest, Frankfurt, Germany
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Zhao JP, Liu XJ, Lin HZ, Cui CX, Yue YJ, Gao S, Xu HZ. MRI comparative study of diffuse midline glioma, H3 K27-altered and glioma in the midline without H3 K27-altered. BMC Neurol 2022; 22:498. [PMID: 36550486 PMCID: PMC9773507 DOI: 10.1186/s12883-022-03026-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2022] [Accepted: 12/13/2022] [Indexed: 12/24/2022] Open
Abstract
PURPOSE The MRI features of Diffuse midline glioma, H3 K27-altered and glioma in the midline without H3 K27-altered were compared and analyzed, and the changes in the apparent diffusion coefficient (ADC) of the two groups were quantitatively analyzed. METHODS The MRI images of 35 patients with Diffuse midline gliomas, H3 K27-altered and gliomas in the midline without H3 K27-altered were analyzed retrospectively. The location, edge, signal, peritumoral edema and enhancement characteristics of the lesions were observed, and the changes in ADC values were analyzed. RESULTS In the H3 K27-altered group, 85.7% (12/14) of the tumors were located in the thalamus and brainstem compared with 28.6% (6/21) in the no H3 K27-altered group. In the H3 K27-altered group, for tumors only located in the midline area, only 14.3% (1/7) had irregular shapes and unclear boundaries, while for tumors also invaded the extramidline tissues 85.7% (6/7) had irregular shapes and unclear boundaries.The"basilar artery wrapped sign" was found in 6 patients with tumors located in the pons in the H3 K27-altered group, but none in the no H3 K27-altered group had this sign. In the H3 K27-altered group, only 14.3% (1/7) of the tumors confined to the midline area had small cystic degeneration and necrosis, while for tumors also invaded the extramidline tissues, 100% (7/7) of the tumors had cystic degeneration and necrosis, and the cystic degeneration and necrosis only located in the extramidline region of the tumor in 6 cases.A total of 78.6% (11/14) of tumors in the H3 K27-altered group showed mild to moderate enhancement, while 47.6% (10/21) of tumors in the no H3 K27-altered group showed mild to moderate enhancement. The average peritumoral edema index was 1.13 in the H3 K27-altered group and 1.75 in the no H3 K27-altered group. The average ADC value of tumor in the H3 K27-altered group was 7.83 × 10- 4 mm2/s, and the ratio to normal brain tissue was 0.844, while the values in the no H3 K27-altered group were 13.5 × 10- 4 mm2/s and 1.75, respectively. CONCLUSION Compared with gliomas in the midline without H3 K27-altered, The MRI findings and ADC value of Diffuse midline gliomas, H3K27-altered have some characteristics, which can help improve the diagnosis and differential diagnosis.
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Affiliation(s)
- Ji-ping Zhao
- grid.412521.10000 0004 1769 1119Department of Radiology, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Xue-jun Liu
- grid.412521.10000 0004 1769 1119Department of Radiology, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Hao-zhi Lin
- grid.412521.10000 0004 1769 1119Department of Stomatology, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Chun-xiao Cui
- grid.412521.10000 0004 1769 1119Department of Radiology, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Ying-jie Yue
- grid.412521.10000 0004 1769 1119Department of Radiology, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Song Gao
- grid.412521.10000 0004 1769 1119Department of Radiology, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Hong-zhang Xu
- grid.477864.eDepartment of Radiology, Shidao People’s Hospital, Rongcheng, China
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Davalos V, Esteller M. Cancer epigenetics in clinical practice. CA Cancer J Clin 2022. [PMID: 36512337 DOI: 10.3322/caac.21765] [Citation(s) in RCA: 34] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/19/2022] [Revised: 10/07/2022] [Accepted: 10/20/2022] [Indexed: 12/15/2022] Open
Abstract
Cancer development is driven by the accumulation of alterations affecting the structure and function of the genome. Whereas genetic changes disrupt the DNA sequence, epigenetic alterations contribute to the acquisition of hallmark tumor capabilities by regulating gene expression programs that promote tumorigenesis. Shifts in DNA methylation and histone mark patterns, the two main epigenetic modifications, orchestrate tumor progression and metastasis. These cancer-specific events have been exploited as useful tools for diagnosis, monitoring, and treatment choice to aid clinical decision making. Moreover, the reversibility of epigenetic modifications, in contrast to the irreversibility of genetic changes, has made the epigenetic machinery an attractive target for drug development. This review summarizes the most advanced applications of epigenetic biomarkers and epigenetic drugs in the clinical setting, highlighting commercially available DNA methylation-based assays and epigenetic drugs already approved by the US Food and Drug Administration.
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Affiliation(s)
- Veronica Davalos
- Josep Carreras Leukaemia Research Institute, Badalona, Catalonia, Spain
| | - Manel Esteller
- Josep Carreras Leukaemia Research Institute, Badalona, Catalonia, Spain
- Centro de Investigacion Biomedica en Red Cancer, Madrid, Spain
- Physiological Sciences Department, School of Medicine and Health Sciences, University of Barcelona, Barcelona, Catalonia, Spain
- Institucio Catalana de Recerca i Estudis Avancats, Barcelona, Catalonia, Spain
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Coleman C, Chen K, Lu A, Seashore E, Stoller S, Davis T, Braunstein S, Gupta N, Mueller S. Interdisciplinary care of children with diffuse midline glioma. Neoplasia 2022; 35:100851. [PMID: 36410226 PMCID: PMC9676429 DOI: 10.1016/j.neo.2022.100851] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2022] [Revised: 10/10/2022] [Accepted: 10/22/2022] [Indexed: 11/19/2022] Open
Abstract
Diffuse Midline Glioma (DMG) which includes Diffuse Intrinsic Pontine Glioma (DIPG) is an infiltrative tumor of the midline structures of the central nervous system that demonstrates an aggressive pattern of growth and has no known curative treatment. As these tumors progress, children experience ongoing neurological decline including inability to ambulate, swallow and communicate effectively. We propose that optimal care for patients with DMG should involve a specialized team experienced in caring for the multifaceted needs of these patients and their families. Herein we review the roles and evidence to support early involvement of a specialized interdisciplinary team and outline our views on best practices for these challenging tumors.
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Affiliation(s)
- Christina Coleman
- Department of Pediatrics, University of California, San Francisco, United States
| | - Katherine Chen
- Department of Radiation Oncology, University of California, San Francisco, United States
| | - Alex Lu
- Department of Neurological Surgery, University of California, San Francisco, United States
| | - Elizabeth Seashore
- Department of Pediatrics, University of California, San Francisco, United States
| | - Schuyler Stoller
- Department of Neurology, University of California, San Francisco, United States
| | - Taron Davis
- Department of Orthopedic Surgery, University of California, San Francisco, United States
| | - Steve Braunstein
- Department of Radiation Oncology, University of California, San Francisco, United States
| | - Nalin Gupta
- Department of Pediatrics, University of California, San Francisco, United States,Department of Neurological Surgery, University of California, San Francisco, United States
| | - Sabine Mueller
- Department of Pediatrics, University of California, San Francisco, United States,Department of Neurological Surgery, University of California, San Francisco, United States,Department of Neurology, University of California, San Francisco, United States,Department of Pediatrics, University of Zurich, Zurich, Switzerland,Corresponding author at: Departments of Neurology, Neurosurgery and Pediatrics, University of California, San Francisco, Sandler Neuroscience Building, 675 Nelson Rising Lane, San Francisco, CA 94148, United States.
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Park YW, Han K, Park JE, Ahn SS, Kim EH, Kim J, Kang SG, Chang JH, Kim SH, Lee SK. Leptomeningeal metastases in glioma revisited: incidence and molecular predictors based on postcontrast fluid-attenuated inversion recovery imaging. J Neurosurg 2022:1-11. [DOI: 10.3171/2022.9.jns221659] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2022] [Accepted: 09/22/2022] [Indexed: 11/06/2022]
Abstract
OBJECTIVE
Leptomeningeal metastases (LMs) in glioma have been underestimated given their low incidence and the lack of reliable imaging. Authors of this study aimed to investigate the real-world incidence of LMs using cerebrospinal fluid (CSF)–sensitive imaging, namely postcontrast fluid-attenuated inversion recovery (FLAIR) imaging, and to analyze molecular predictors for LMs in the molecular era.
METHODS
A total of 1405 adult glioma (World Health Organization [WHO] grade 2–4) patients underwent postcontrast FLAIR imaging at initial diagnosis and during treatment monitoring between 2001 and 2021. Collected molecular data included isocitrate dehydrogenase (IDH) mutation, 1p/19q codeletion, H3 K27 alteration, and O6-methylguanine–DNA methyltransferase (MGMT) promoter methylation status. LM diagnosis was performed with MRI including postcontrast FLAIR sequences. Logistic regression analysis for LM development was performed with molecular, clinical, and imaging data. Overall survival (OS) was compared between patients with and those without LM.
RESULTS
LM was identified in 228 patients (16.2%), 110 (7.8%) at the initial diagnosis and 118 (8.4%) at recurrence. Among the molecular diagnostics, IDH-wildtype (OR 3.14, p = 0.001) and MGMT promoter unmethylation (OR 1.43, p = 0.034) were independent predictors of LM. WHO grade 4 (OR 10.52, p < 0.001) and nonlobar location (OR 1.56, p = 0.048) were associated with LM at initial diagnosis, whereas IDH-wildtype (OR 5.04, p < 0.001) and H3 K27 alteration (OR 3.39, p = 0.003) were associated with LM at recurrence. Patients with LM had a worse median OS than those without LM (16.7 vs 32.0 months, p < 0.001, log-rank test), which was confirmed as an independent factor on multivariable Cox analysis (p = 0.004).
CONCLUSIONS
CSF-sensitive imaging aids the diagnosis of LM, demonstrating a high incidence of LM in adult gliomas. Furthermore, molecular markers are associated with LM development in glioma, and patients with aggressive molecular markers warrant imaging surveillance for LM.
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Affiliation(s)
- Yae Won Park
- Departments of Radiology and Research Institute of Radiological Science and Center for Clinical Imaging Data Science,
| | - Kyunghwa Han
- Departments of Radiology and Research Institute of Radiological Science and Center for Clinical Imaging Data Science,
| | - Ji Eun Park
- Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Seoul, Korea
| | - Sung Soo Ahn
- Departments of Radiology and Research Institute of Radiological Science and Center for Clinical Imaging Data Science,
| | | | - Jinna Kim
- Departments of Radiology and Research Institute of Radiological Science and Center for Clinical Imaging Data Science,
| | | | | | - Se Hoon Kim
- Pathology, Yonsei University College of Medicine, Seoul; and
| | - Seung-Koo Lee
- Departments of Radiology and Research Institute of Radiological Science and Center for Clinical Imaging Data Science,
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Onishi S, Ohba S, Kuraoka K, Kurashige T, Sugiyama K, Yamasaki F. Molecular and clinical characterization of H3 K27M-mutant "non-midline" glioblastoma: A case report and literature review. NEUROCIRUGIA (ENGLISH EDITION) 2022; 33:356-360. [PMID: 36333093 DOI: 10.1016/j.neucie.2021.06.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/18/2021] [Accepted: 06/24/2021] [Indexed: 06/16/2023]
Abstract
The WHO classification of tumors of the CNS in 2016 defined "diffuse midline glioma, H3 K27M-mutant" as a new tumor entity locating in the CNS midline. However, the H3 K27M-mutation in "non-midline" glioblastoma are rare and their characteristics have been rarely reported. A 16-year-old girl presented a hyper-intense lesion at her left temporal stem on T2WI, FLAIR and DWI. Biopsy was performed and molecular pathological diagnosis was glioblastoma with H3 K27M-mutant. Accordingly, the possibility of H3 K27M-mutant should be examined not only for diffuse glioma without IDH mutation that develops at a midline location, but also in non-midline locations.
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Affiliation(s)
- Shumpei Onishi
- Department of Neurosurgery, National Hospital Organization Kure Medical Center and Chugoku Cancer Center, Hiroshima, Japan; Department of Neurosurgery, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan.
| | - Shinji Ohba
- Department of Neurosurgery, National Hospital Organization Kure Medical Center and Chugoku Cancer Center, Hiroshima, Japan
| | - Kazuya Kuraoka
- Department of Diagnostic Pathology, National Hospital Organization Kure Medical Center and Chugoku Cancer Center, Hiroshima, Japan
| | - Takashi Kurashige
- Department of Neurology, National Hospital Organization Kure Medical Center and Chugoku Cancer Center, Hiroshima, Japan
| | - Kazuhiko Sugiyama
- Department of Clinical Oncology and Neuro-oncology Program, Hiroshima University Hospital, Hiroshima, Japan
| | - Fumiyuki Yamasaki
- Department of Neurosurgery, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan.
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Sun Z, Zhu Y, Feng X, Liu X, Zhou K, Wang Q, Zhang H, Shi H. H3F3A K27M Mutation Promotes the Infiltrative Growth of High-Grade Glioma in Adults by Activating β-Catenin/USP1 Signaling. Cancers (Basel) 2022; 14:cancers14194836. [PMID: 36230759 PMCID: PMC9563249 DOI: 10.3390/cancers14194836] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2022] [Revised: 09/26/2022] [Accepted: 09/29/2022] [Indexed: 11/30/2022] Open
Abstract
Simple Summary Gliomas is a primary type of tumor in the central nervous system. High-grade glioma is a malignant cancerous disease and grows rapidly. This study reports the expression of H3.3K27M in high-grade glioma tissues and the association with malignant glioma cell behavior. Moreover, the results suggested that a high expression of H3.3K27M promotes the migration and invasion of glioma cells, leading to a poor prognosis by promoting the infiltration of glioma through aggravating aberrant activation of β-catenin signaling-driven pathway. Abstract H3F3A K27M (H3.3K27M) is a newly identified molecular pathological marker in glioma and is strongly correlated with the malignancy of diffuse intrinsic pontine glioma (DIPG). In recent years, accumulating evidence has revealed that other types of glioma also contain the H3.3K27M mutation. However, the role of H3.3K27M in high-grade adult glioma, the most malignant glioma, has not been investigated. In this study, we focused on exploring the expression and function of H3.3K27M in high-grade glioma in adults. We found that H3.3K27M was highly expressed at high levels in some high-grade glioma tissues. Then, we introduced H3.3K27M into H3.3 wild-type glioma cells, U87 cells and LN229 cells. We found that H3.3K27M did not affect the growth of glioma cells in vitro and in vivo; however, the survival of mice with transplanted tumors was significantly reduced. Further investigation revealed that H3.3K27M expression mainly promoted the migration and invasion of glioma cells. Moreover, we confirmed that H3.3K27M overexpression increased the levels of the β-catenin and p-β-catenin (Ser675) proteins, the ubiquitin-specific protease 1 (USP1) mRNA and protein levels, and the enhancer of zeste homolog 2 (EZH2) protein level. In addition, the β-catenin inhibitor XAV-939 significantly attenuated the upregulation of the aforementioned proteins and inhibited the increased migration and invasion caused by the H3.3K27M mutation. Overall, the H3.3K27M mutation in high-grade glioma is a potential biomarker for poor prognosis mainly due to the infiltration of glioma cells that is at least partially mediated by the β-catenin/USP1/EZH2 pathway.
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Affiliation(s)
- Zhiyuan Sun
- Central Laboratory, The Affiliated Hospital of Xuzhou Medical University, Xuzhou 221002, China
- Institute of Digestive Diseases, Xuzhou Medical University, Xuzhou 221002, China
| | - Yufu Zhu
- Institute of Digestive Diseases, Xuzhou Medical University, Xuzhou 221002, China
| | - Xia Feng
- Central Laboratory, The Affiliated Hospital of Xuzhou Medical University, Xuzhou 221002, China
| | - Xiaoyun Liu
- Central Laboratory, The Affiliated Hospital of Xuzhou Medical University, Xuzhou 221002, China
| | - Kunlin Zhou
- Central Laboratory, The Affiliated Hospital of Xuzhou Medical University, Xuzhou 221002, China
- Institute of Digestive Diseases, Xuzhou Medical University, Xuzhou 221002, China
| | - Qing Wang
- Department of Neurosurgery, The Affiliated Hospital of Xuzhou Medical University, Xuzhou 221002, China
| | - Hengzhu Zhang
- Department of Neurosurgery, The Affiliated Wuxi Second Hospital, Nanjing Medical University, Wuxi 214002, China
| | - Hengliang Shi
- Central Laboratory, The Affiliated Hospital of Xuzhou Medical University, Xuzhou 221002, China
- Institute of Digestive Diseases, Xuzhou Medical University, Xuzhou 221002, China
- Department of Neurosurgery, Clinical Medical College, Yangzhou University, Yangzhou 225009, China
- Correspondence: ; Tel.: +86-516-85587335
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Desai AV, Robinson GW, Gauvain K, Basu EM, Macy ME, Maese L, Whipple NS, Sabnis AJ, Foster JH, Shusterman S, Yoon J, Weiss BD, Abdelbaki MS, Armstrong AE, Cash T, Pratilas CA, Corradini N, Marshall LV, Farid-Kapadia M, Chohan S, Devlin C, Meneses-Lorente G, Cardenas A, Hutchinson KE, Bergthold G, Caron H, Chow Maneval E, Gajjar A, Fox E. Entrectinib in children and young adults with solid or primary CNS tumors harboring NTRK, ROS1, or ALK aberrations (STARTRK-NG). Neuro Oncol 2022; 24:1776-1789. [PMID: 35395680 PMCID: PMC9527518 DOI: 10.1093/neuonc/noac087] [Citation(s) in RCA: 39] [Impact Index Per Article: 19.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023] Open
Abstract
BACKGROUND Entrectinib is a TRKA/B/C, ROS1, ALK tyrosine kinase inhibitor approved for the treatment of adults and children aged ≥12 years with NTRK fusion-positive solid tumors and adults with ROS1 fusion-positive non-small-cell lung cancer. We report an analysis of the STARTRK-NG trial, investigating the recommended phase 2 dose (RP2D) and activity of entrectinib in pediatric patients with solid tumors including primary central nervous system tumors. METHODS STARTRK-NG (NCT02650401) is a phase 1/2 trial. Phase 1, dose-escalation of oral, once-daily entrectinib, enrolled patients aged <22 years with solid tumors with/without target NTRK1/2/3, ROS1, or ALK fusions. Phase 2, basket trial at the RP2D, enrolled patients with intracranial or extracranial solid tumors harboring target fusions or neuroblastoma. Primary endpoints: phase 1, RP2D based on toxicity; phase 2, objective response rate (ORR) in patients harboring target fusions. Safety-evaluable patients: ≥1 dose of entrectinib; response-evaluable patients: measurable/evaluable baseline disease and ≥1 dose at RP2D. RESULTS At data cutoff, 43 patients, median age of 7 years, were response-evaluable. In phase 1, 4 patients experienced dose-limiting toxicities. The most common treatment-related adverse event was weight gain (48.8%). Nine patients experienced bone fractures (20.9%). In patients with fusion-positive tumors, ORR was 57.7% (95% CI 36.9-76.7), median duration of response was not reached, and median (interquartile range) duration of treatment was 10.6 months (4.2-18.4). CONCLUSIONS Entrectinib resulted in rapid and durable responses in pediatric patients with solid tumors harboring NTRK1/2/3 or ROS1 fusions.
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Affiliation(s)
- Ami V Desai
- Department of Pediatrics, Section of Hematology/Oncology/Stem Cell Transplantation, University of Chicago Medical Center, Chicago, Illinois, USA
| | - Giles W Robinson
- Division of Neuro-Oncology, Department of Oncology, St. Jude Children’s Research Hospital, Memphis, Tennessee, USA
| | - Karen Gauvain
- Pediatric Neuro-Oncology, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Ellen M Basu
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Margaret E Macy
- Pediatric Hematology-Oncology, Children’s Hospital Colorado, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
| | - Luke Maese
- Department of Pediatrics, Division of Hematology/Oncology, University of Utah/Huntsman Cancer Institute, Salt Lake City, Utah, USA
| | - Nicholas S Whipple
- Pediatric Hematology-Oncology, University of Utah, Salt Lake City, Utah, USA
| | - Amit J Sabnis
- Division of Pediatric Oncology, Department of Pediatrics, University of California, San Francisco, California, USA
| | - Jennifer H Foster
- Department of Pediatrics, Hematology-Oncology, Texas Children’s Hospital, Houston, Texas, USA
| | - Suzanne Shusterman
- Pediatric Hematology and Oncology, Dana Farber Cancer Institute/Children’s Cancer and Blood Disorders Center, Boston, Massachusetts, USA
| | - Janet Yoon
- Department of Pediatrics, University of California San Diego, San Diego, California, USA
| | - Brian D Weiss
- Department of Pediatrics, Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio, USA
| | - Mohamed S Abdelbaki
- Division of Hematology & Oncology, Nationwide Children’s Hospital, Columbus, Ohio, USA
| | - Amy E Armstrong
- Division of Pediatric Hematology/Oncology, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Thomas Cash
- Pediatric Hematology/Oncology, Aflac Cancer & Blood Disorders Center, Children’s Healthcare of Atlanta, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Christine A Pratilas
- Department of Oncology, Division of Pediatric Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Nadège Corradini
- Department of Pediatric Hematology and Oncology, Institute of Pediatric Hematology and Oncology (IHOPe), Léon Bérard Cancer Centre, Lyon, France
| | - Lynley V Marshall
- Children and Young People’s Unit, The Royal Marsden Hospital and The Institute of Cancer Research, London, UK
| | | | - Saibah Chohan
- PDD Data & Statistical Sciences, F. Hoffmann-La Roche Ltd., Mississauga, Ontario, Canada
| | - Clare Devlin
- Pharma Development Oncology and Hematology, Roche Products Ltd., Welwyn Garden City, UK
| | | | - Alison Cardenas
- Clinical Safety, Genentech, Inc., South San Francisco, California, USA
| | | | | | - Hubert Caron
- Product Development Oncology, F. Hoffmann-La Roche Ltd, Basel, Switzerland
| | | | - Amar Gajjar
- Division of Neuro-Oncology, Department of Oncology, St. Jude Children’s Research Hospital, Memphis, Tennessee, USA
| | - Elizabeth Fox
- Department of Oncology, St. Jude Children’s Research Hospital, Memphis, Tennessee, USA
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Jang SW, Song SW, Kim YH, Cho YH, Hong SH, Kim JH, Ra YS, Chong S. Clinical Features and Prognosis of Diffuse Midline Glioma: A Series of 24 Cases. Brain Tumor Res Treat 2022; 10:255-264. [PMID: 36347640 PMCID: PMC9650120 DOI: 10.14791/btrt.2022.0035] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2022] [Revised: 10/01/2022] [Accepted: 10/11/2022] [Indexed: 10/15/2023] Open
Abstract
BACKGROUND Diffuse midline glioma (DMG) which occurs in midline structures and characterized by harboring K27M mutation in genes encoding the histone 3 protein is classified as World Health Organization (WHO) grade IV regardless of histological findings and has a poor prognosis. Nevertheless, because of its relatively rare incidence compared with other high-grade gliomas, a comprehensive description encompassing clinical features and genomic profiles of DMG is still lacking. METHODS In this study, we analyzed data of 24 patients who were diagnosed as DMG which was confirmed by surgical specimens in both pediatric and adult patients. We described the clinical outcomes of patients with DMG and their genomic profiles through a retrospective analysis of 24 patients with DMG. RESULTS The clinical characteristics of the 24 patients with DMG were analyzed. Ten patients (41%) underwent tumor resection and 14 patients (59%) underwent tumor biopsy. The median overall survival was 10.4 months (95% confidence interval [CI], 8.4 to 12.5) and progression free survival was 3.9 months (95% CI, 2.6 to 5.2). Fifteen patients (62%) were accompanied by hydrocephalus. None of the patient, tumor, or treatment factors had any significant associated with survival. In both immunohistochemistry staining (n=24) and targeted next generation sequencing (n=15), TP53 mutation was the most common genetic mutation (25% and 46%, respectively) found in the patients except alterations in histone 3 protein. CONCLUSION Although surgical treatment of patient with DMG does not affect the overall survival prognosis, it can help improve the patient's accompanying neurological symptoms in some limited cases. Hydrocephalus is often accompanied with DMG and treatment for hydrocephalus is often also required. Multidisciplinary therapeutic approach is needed.
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Affiliation(s)
- Sun Woo Jang
- Department of Neurological Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Sang Woo Song
- Department of Neurological Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Young-Hoon Kim
- Department of Neurological Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Young Hyun Cho
- Department of Neurological Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Seok Ho Hong
- Department of Neurological Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Jeong Hoon Kim
- Department of Neurological Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Young-Shin Ra
- Department of Neurological Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Sangjoon Chong
- Department of Neurological Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea.
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Bunse L, Bunse T, Krämer C, Chih YC, Platten M. Clinical and Translational Advances in Glioma Immunotherapy. Neurotherapeutics 2022; 19:1799-1817. [PMID: 36303101 PMCID: PMC9723056 DOI: 10.1007/s13311-022-01313-9] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/03/2022] [Indexed: 02/06/2023] Open
Abstract
Gliomas are highly treatment refractory against immune checkpoint blockade, an immunotherapeutic modality that revolutionized therapy for many tumors. At the same time, technological innovation has dramatically accelerated the development of immunotherapeutic approaches such as personalized tumor-specific vaccine production, dendritic cell vaccine manufacture, patient-individual target selection and chimeric antigen receptor, and T cell receptor T cell manufacture. Here we review recent clinical and translational advances in glioma immunotherapy with a focus on targets and their cognate immune receptor derivates as well as concepts to improve intratumoral T cell effector functions.
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Affiliation(s)
- Lukas Bunse
- DKTK Clinical Cooperation Unit (CCU) Neuroimmunology and Brain Tumor Immunology, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Department of Neurology, Medical Faculty Mannheim, MCTN, Heidelberg University, Mannheim, Germany
| | - Theresa Bunse
- DKTK Clinical Cooperation Unit (CCU) Neuroimmunology and Brain Tumor Immunology, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Department of Neurology, Medical Faculty Mannheim, MCTN, Heidelberg University, Mannheim, Germany
| | - Christopher Krämer
- DKTK Clinical Cooperation Unit (CCU) Neuroimmunology and Brain Tumor Immunology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Yu-Chan Chih
- DKTK Clinical Cooperation Unit (CCU) Neuroimmunology and Brain Tumor Immunology, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Faculty of Biosciences, Heidelberg University, Heidelberg, Germany
| | - Michael Platten
- DKTK Clinical Cooperation Unit (CCU) Neuroimmunology and Brain Tumor Immunology, German Cancer Research Center (DKFZ), Heidelberg, Germany.
- Department of Neurology, Medical Faculty Mannheim, MCTN, Heidelberg University, Mannheim, Germany.
- Immune Monitoring Unit, National Center for Tumor Diseases (NCT), Heidelberg, Germany.
- Helmholtz Institute of Translational Oncology (HI-TRON), Mainz, Germany.
- DKFZ Hector Cancer Institute at the University Medical Center Mannheim, Mannheim, Germany.
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H3K27M-Altered Diffuse Midline Gliomas Among Adult Patients: A Systematic Review of Clinical Features and Survival Analysis. World Neurosurg 2022; 165:e251-e264. [PMID: 35697228 DOI: 10.1016/j.wneu.2022.06.020] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2022] [Revised: 06/03/2022] [Accepted: 06/04/2022] [Indexed: 12/14/2022]
Abstract
OBJECTIVE The objective of the study was to summarize the clinical characteristics, histo-genomic profiles, management strategies, and survival outcomes of H3K27M-altered adult diffuse midline gliomas (aDMGs). METHODS PubMed, Scopus, and Cochrane databases were used to identify relevant articles. Papers including H3K27M-altered aDMGs with sufficient clinical outcome data were included. Descriptive clinical characteristics and survival analysis were also conducted. RESULTS Twenty studies describing 135 patients were included. The median age at diagnosis was 42 years, and there was a slight male predominance (N = 60, 54%). In our cohort, 15 (11%) patients experienced headache, 10 had nausea and vomiting (7%), and 10 had ataxia (7%). Within this cohort, histopathologic diagnoses included glioblastoma (N = 22, 40%) and anaplastic astrocytoma (N = 21, 38%), while genetic alterations included ATRX mutation (N = 22, 16%), PTPN11 mutation (N = 9, 7%), and MGMT promoter methylation (N = 9, 7%). Among histo-genetic alterations, only ATRX mutation was associated with survival and correlated with worse prognosis (log-rank test, P = 0.04). Neither surgical resection versus biopsy nor greater extent of resection demonstrated survival benefit in our cohort. Chemotherapy was administered in 98 (73%) cases with radiotherapy administered in 71 (53%) cases. Unlike chemotherapy, radiotherapy demonstrated a significant survival benefit (log-rank test, P = 0.019). The median overall survival and progression-free survival within our patient cohort were 10 and 7 months, respectively. CONCLUSIONS H3K27M-altered aDMGs were associated with relatively poor survival. ATRX gene mutation was significantly associated with survival disadvantage, while radiotherapy was associated with survival benefit. Large, prospective studies are needed to establish a standard management strategy and provide reliable prognostic conclusions.
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47
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Garcia MR, Feng Y, Vasudevaraja V, Galbraith K, Serrano J, Thomas C, Radmanesh A, Hidalgo ET, Harter DH, Allen JC, Gardner SL, Osorio DS, William CM, Zagzag D, Boué DR, Snuderl M. Clinical, Pathological, and Molecular Characteristics of Diffuse Spinal Cord Gliomas. J Neuropathol Exp Neurol 2022; 81:865-872. [PMID: 35997552 DOI: 10.1093/jnen/nlac075] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Diffuse spinal cord gliomas (SCGs) are rare tumors associated with a high morbidity and mortality that affect both pediatric and adult populations. In this retrospective study, we sought to characterize the clinical, pathological, and molecular features of diffuse SCG in 22 patients with histological and molecular analyses. The median age of our cohort was 23.64 years (range 1-82) and the overall median survival was 397 days. K27M mutation was significantly more prevalent in males compared to females. Gross total resection and chemotherapy were associated with improved survival, compared to biopsy and no chemotherapy. While there was no association between tumor grade, K27M status (p = 0.366) or radiation (p = 0.772), and survival, males showed a trend toward shorter survival. K27M mutant tumors showed increased chromosomal instability and a distinct DNA methylation signature.
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Affiliation(s)
- Mekka R Garcia
- Department of Neurology, NYU Langone Health, New York, New York, USA
| | - Yang Feng
- Department of Biostatistics, NYU School of Global Public Health, New York, New York, USA
| | | | - Kristyn Galbraith
- Department of Pathology, NYU Langone Health, New York, New York, USA
| | - Jonathan Serrano
- Department of Pathology, NYU Langone Health, New York, New York, USA
| | - Cheddhi Thomas
- Department of Pathology, NYU Langone Health, New York, New York, USA
| | - Alireza Radmanesh
- Department of Radiology, NYU Langone Health, New York, New York, USA
| | - Eveline T Hidalgo
- Department of Neurosurgery, NYU Langone Health, New York, New York, USA
| | - David H Harter
- Department of Neurosurgery, NYU Langone Health, New York, New York, USA
| | - Jeffrey C Allen
- Department of Neurology, NYU Langone Health, New York, New York, USA
| | - Sharon L Gardner
- Department of Pediatrics, NYU Langone Health, New York, New York, USA
| | - Diana S Osorio
- Department of Pediatrics, Nationwide Children's Hospital, Columbus, Ohio, USA
| | | | - David Zagzag
- Department of Pathology, NYU Langone Health, New York, New York, USA
| | - Daniel R Boué
- Department of Pathology and Laboratory Medicine, Nationwide Children's Hospital and the Ohio State University, Columbus, Ohio, USA
| | - Matija Snuderl
- Department of Pathology, NYU Langone Health, New York, New York, USA
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Cantor E, Wierzbicki K, Tarapore RS, Ravi K, Thomas C, Cartaxo R, Nand Yadav V, Ravindran R, Bruzek AK, Wadden J, John V, May Babila C, Cummings JR, Rahman Kawakibi A, Ji S, Ramos J, Paul A, Walling D, Leonard M, Robertson P, Franson A, Mody R, Garton HJL, Venneti S, Odia Y, Kline C, Vitanza NA, Khatua S, Mueller S, Allen JE, Gardner SL, Koschmann C. Serial H3K27M cell-free tumor DNA (cf-tDNA) tracking predicts ONC201 treatment response and progression in diffuse midline glioma. Neuro Oncol 2022; 24:1366-1374. [PMID: 35137228 PMCID: PMC9340643 DOI: 10.1093/neuonc/noac030] [Citation(s) in RCA: 37] [Impact Index Per Article: 18.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
BACKGROUND Diffuse Midline Glioma (DMG) with the H3K27M mutation is a lethal childhood brain cancer, with patients rarely surviving 2 years from diagnosis. METHODS We conducted a multi-site Phase 1 trial of the imipridone ONC201 for children with H3K27M-mutant glioma (NCT03416530). Patients enrolled on Arm D of the trial (n = 24) underwent serial lumbar puncture for cell-free tumor DNA (cf-tDNA) analysis and patients on all arms at the University of Michigan underwent serial plasma collection. We performed digital droplet polymerase chain reaction (ddPCR) analysis of cf-tDNA samples and compared variant allele fraction (VAF) to radiographic change (maximal 2D tumor area on MRI). RESULTS Change in H3.3K27M VAF over time ("VAF delta") correlated with prolonged PFS in both CSF and plasma samples. Nonrecurrent patients that had a decrease in CSF VAF displayed a longer progression free survival (P = .0042). Decrease in plasma VAF displayed a similar trend (P = .085). VAF "spikes" (increase of at least 25%) preceded tumor progression in 8/16 cases (50%) in plasma and 5/11 cases (45.4%) in CSF. In individual cases, early reduction in H3K27M VAF predicted long-term clinical response (>1 year) to ONC201, and did not increase in cases of later-defined pseudo-progression. CONCLUSION Our work demonstrates the feasibility and potential utility of serial cf-tDNA in both plasma and CSF of DMG patients to supplement radiographic monitoring. Patterns of change in H3K27M VAF over time demonstrate clinical utility in terms of predicting progression and sustained response and possible differentiation of pseudo-progression and pseudo-response.
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Affiliation(s)
- Evan Cantor
- Department of Pediatrics, Michigan Medicine, Ann Arbor, Michigan,USA
| | - Kyle Wierzbicki
- Department of Pediatrics, Michigan Medicine, Ann Arbor, Michigan,USA
| | | | - Karthik Ravi
- Department of Pediatrics, Michigan Medicine, Ann Arbor, Michigan,USA
| | - Chase Thomas
- Department of Pediatrics, Michigan Medicine, Ann Arbor, Michigan,USA
| | - Rodrigo Cartaxo
- Department of Pediatrics, Michigan Medicine, Ann Arbor, Michigan,USA
| | - Viveka Nand Yadav
- Department of Pediatrics, Michigan Medicine, Ann Arbor, Michigan,USA
| | - Ramya Ravindran
- Department of Pediatrics, Michigan Medicine, Ann Arbor, Michigan,USA
| | - Amy K Bruzek
- Department of Neurosurgery, Michigan Medicine, Ann Arbor, Michigan, USA
| | - Jack Wadden
- Department of Pediatrics, Michigan Medicine, Ann Arbor, Michigan,USA
| | - Vishal John
- Department of Pediatrics, Michigan Medicine, Ann Arbor, Michigan,USA
| | | | | | | | - Sunjong Ji
- Department of Pediatrics, Michigan Medicine, Ann Arbor, Michigan,USA
| | - Johanna Ramos
- Department of Pediatrics, Michigan Medicine, Ann Arbor, Michigan,USA
| | - Alyssa Paul
- Department of Pediatrics, Michigan Medicine, Ann Arbor, Michigan,USA
| | - Dustin Walling
- Department of Pediatrics, Michigan Medicine, Ann Arbor, Michigan,USA
| | - Marcia Leonard
- Department of Pediatrics, Michigan Medicine, Ann Arbor, Michigan,USA
| | | | - Andrea Franson
- Department of Pediatrics, Michigan Medicine, Ann Arbor, Michigan,USA
| | - Rajen Mody
- Department of Pediatrics, Michigan Medicine, Ann Arbor, Michigan,USA
| | - Hugh J L Garton
- Department of Neurosurgery, Michigan Medicine, Ann Arbor, Michigan, USA
| | - Sriram Venneti
- Department of Pathology, Michigan Medicine, Ann Arbor, Michigan, USA
| | - Yazmin Odia
- Department of Neuro-Oncology, Miami Cancer Institute, Baptist Health South Florida, Miami, Florida, USA
| | - Cassie Kline
- Division of Oncology, Department of Pediatrics, Children’s Hospital of Philadelphia, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Nicholas A Vitanza
- Department of Neurology, The Ben Towne Center for Childhood Cancer Research, Seattle Children’s Research Institute, Seattle, Washington, USA
- Division of Pediatric Hematology/Oncology, Department of Pediatrics, Seattle Children’s Hospital, University of Washington, Seattle, Washington, USA
| | - Soumen Khatua
- Department of Pediatric and Adolescent Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - Sabine Mueller
- Department of Neurology, Neurosurgery, and Pediatrics, University of California, San Francisco, San Francisco, California, USA
| | | | - Sharon L Gardner
- Department of Pediatrics, NYU Langone Health, New York, New York, USA
| | - Carl Koschmann
- Corresponding Author: Carl Koschmann, MD, University of Michigan Medical School, 3520D MSRB I, 1150 W Medical Center Drive, Ann Arbor, MI 48109, USA ()
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Azad TD, Bettegowda C. Longitudinal monitoring of diffuse midline glioma using liquid biopsy. Neuro Oncol 2022; 24:1375-1376. [PMID: 35323938 PMCID: PMC9340650 DOI: 10.1093/neuonc/noac076] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Affiliation(s)
- Tej D Azad
- Department of Neurosurgery, Johns Hopkins Hospital, Baltimore, Maryland, USA
| | - Chetan Bettegowda
- Corresponding Author: Chetan Bettegowda, MD, PhD, Jennison and Novak Families Professor, Department of Neurosurgery, The Johns Hopkins University School of Medicine, 600 N. Wolfe Street, Phipps 118, Baltimore, MD 21287, USA ()
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Vuong HG, Le HT, Jea A, McNall-Knapp R, Dunn IF. Risk stratification of H3 K27M-mutant diffuse midline gliomas based on anatomical locations: an integrated systematic review of individual participant data. J Neurosurg Pediatr 2022; 30:99-106. [PMID: 35535848 PMCID: PMC10193490 DOI: 10.3171/2022.3.peds2250] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/09/2022] [Accepted: 03/24/2022] [Indexed: 12/31/2022]
Abstract
OBJECTIVE The prognostic significance and genetic characteristics of H3 K27M-mutant diffuse midline gliomas (DMGs) in different anatomical locations requires further clarification. In this study, the authors integrated published data to investigate the differences between brainstem, thalamic, and spinal cord tumors. METHODS PubMed and Web of Science databases were used to search for eligible articles. Studies were included if they provided individual patient data of H3 K27M-mutant DMGs with available tumor locations. Hazard ratios (HRs) and 95% confidence intervals (CIs) were computed to investigate the survival of each subgroup. RESULTS Eight hundred four tumors were identified, including 467, 228, and 109 in the brainstem, thalamus, and spine, respectively. Brainstem tumors were primarily observed in young children, while patients with thalamic and spinal cord tumors afflicted older patients. The Ki-67 labeling index was highest in brainstem tumors. Compared to patients with brainstem tumors, those with thalamic (HR 0.573, 95% CI 0.463-0.709; p < 0.001) and spinal cord lesions (HR 0.460, 95% CI 0.341-0.621; p < 0.001) had a significantly better survival. When patients were stratified by age groups, superior overall survival (OS) of thalamic tumors was observed in comparison to brainstem tumors in young children and adolescents, whereas adult tumors had uniform OS regardless of anatomical sites. Genetically, mutations in HIST1H3B/C (H3.1) and ACVR1 genes were mostly detected in brainstem tumors, whereas spinal cord tumors were characterized by a higher incidence of mutations in the TERT promoter. CONCLUSIONS This study demonstrated that H3 K27M-mutant DMGs have distinct clinical characteristics, prognoses, and molecular profiles in different anatomical locations.
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Affiliation(s)
- Huy Gia Vuong
- Department of Neurosurgery, The University of Oklahoma Health Sciences Center, Oklahoma University, Oklahoma City, Oklahoma
| | - Hieu Trong Le
- Department of Pathology, University of Medicine and Pharmacy at Ho Chi Minh City, Vietnam; and
| | - Andrew Jea
- Department of Neurosurgery, The University of Oklahoma Health Sciences Center, Oklahoma University, Oklahoma City, Oklahoma
| | - Rene McNall-Knapp
- Department of Pediatrics, The University of Oklahoma Health Sciences Center, Oklahoma University, Oklahoma City, Oklahoma
| | - Ian F. Dunn
- Department of Neurosurgery, The University of Oklahoma Health Sciences Center, Oklahoma University, Oklahoma City, Oklahoma
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