Literature DB >> 28966829

Impact of the revised WHO classification of diffuse low-grade glioma on clinical decision making: A case report.

Tim A M Bouwens van der Vlis1, Ann Hoeben2, Jan C Beckervordersandforth3, Linda Ackermans1, Daniëlle B P Eekers4, Rianne M J Wennekes5, Olaf E M G Schijns1.   

Abstract

BACKGROUND: In the 2016 update of the World Health Organization Classification of Tumors of the central nervous system, phenotypic and genotypic parameters are integrated in diffuse low-grade glioma (LGG) tumor classification. Implementation of this combined phenotypic-genotypic characterization identifies prognostic relevant subgroups. CASE DESCRIPTION: We report a case of a 67-year-old patient with an LGG that showed molecular characteristics similar to glioblastoma multiforme (GBM). After gross total tumor resection, the patient received combination therapy (radiotherapy and chemotherapy) according to high-grade glioma treatment protocol.
CONCLUSION: The introduction of molecular parameters to the classification of LGG will add a level of objectivity, which will yield biological homogeneous subclasses. Consequently, this will influence patient counseling and clinical decision making regarding treatment protocols.

Entities:  

Keywords:  Low-grade glioma; WHO classification; molecular characteristics; treatment

Year:  2017        PMID: 28966829      PMCID: PMC5609445          DOI: 10.4103/sni.sni_166_17

Source DB:  PubMed          Journal:  Surg Neurol Int        ISSN: 2152-7806


INTRODUCTION

In the 2016 update of the World Health Organization Classification of Tumors of the Central Nervous System phenotypic and genotypic parameters are integrated in diffuse low-grade glioma (LGG) tumor classification. Implementation of this combined phenotypic-genotypic characterization identifies prognostic relevant subgroups

CASE REPORT

A 67-year-old male presented with transient reduced orientation and short-term memory loss. The symptoms lasted for 24 hours during which he also suffered loss of face and object (building) recognition. The patient reported complete amnesia for this episode. Additional amnestic evaluation revealed a period of transient global amnesia of several hours occurring one and a half years ago. His medical history stated diabetes mellitus type II and hypercholesterolemia. Neurological examination at the time of evaluation showed no abnormalities. Electroencephalography was performed which showed a normal background activity and no signs of epileptic or epileptiform discharges. Magnetic resonance imaging (MRI) showed a nonenhancing lesion with high signal intensity on T2-weighted images and low signal intensity on T1-weighted images of the left mesial temporal lobe [Figure 1a-d]. Diffusion-weighted imaging revealed no abnormal restricted diffusion. A diffuse low-grade glioma (LGG), dysembryoplastic neurepithelial tumor (DNET), or postictal changes were included in the radiological differential diagnosis. Subsequent MRI scan 1 month later demonstrated an essential unchanged situation, which suggested the lesion to be of glial origin rather than postictal (sub-) cortical changes.
Figure 1

Preoperative MRI. (a and b) T1-weighted image without and with gadolinium. (c) T2-weighted image. (d) T2-FLAIR

Preoperative MRI. (a and b) T1-weighted image without and with gadolinium. (c) T2-weighted image. (d) T2-FLAIR A left-sided anterior temporal lobectomy in combination with resection of the radiologically thickened hippocampus was performed. Intraoperatively, a grayish tumorous tissue of soft consistency was removed suspicious for LGG. A gross total resection was achieved. A postoperative MRI scan within 72 hours depicted a small area with an increased T2 signal intensity with no abnormal diffusion restrictions, suspicious for residual tumor [Figure 2a-e]. Postoperatively, the patient suffered subtle dysphasia, which showed complete remission after 3 days. The patient was discharged from the hospital on the fifth postoperative day.
Figure 2

Post-operative MRI. (a and b) T1-weighted image without and with gadolinium. (c) T2-weighted image, (d) T2-FLAIR, (e) Diffusion-weighted imaging

Post-operative MRI. (a and b) T1-weighted image without and with gadolinium. (c) T2-weighted image, (d) T2-FLAIR, (e) Diffusion-weighted imaging

Histology

The obtained tissue showed high cellularity with subpopulations of cells with enlarged nuclei and perinuclear clearing in accordance with a “fried-egg” appearance. The NeuN stain identified multiple neurons. Glial cells stained positive with GFAP, and Ki-67-staining showed an increased proliferative activity in the enlarged atypical cells. The histological diagnosis was an LGG, WHO II, molecularly characterized by the absence of: IDH1/2 mutation, 1p/19q codeletion, or MGMT promotor hypermethylation. See Figure 3 for the histology staining.
Figure 3

Histology staining. (a) Hematoxylin and eosin, ×100. (b) Glial fibrillary acidic protein (GFAP), ×100. (c) Ki-67 (mib1), ×100. (d) Neuronal nuclei (NeuN), ×100

Histology staining. (a) Hematoxylin and eosin, ×100. (b) Glial fibrillary acidic protein (GFAP), ×100. (c) Ki-67 (mib1), ×100. (d) Neuronal nuclei (NeuN), ×100 Further genomic analyses using next generation sequencing revealed no mutation in the ATRX, CDKN2a, CIC, FUBP1, NOTCH1, PTEN, and TP53 coding genes and no mutations in the mutational hotspots of BRAF, H3F3A, EGFR, IDH1/IDH2, and PIK3CA. Copy number variation analyses of chromosomes 1, 7, 9, 10, 12, and 19 showed an imbalance of chromosome 7 including EGFR, CD6, and Met with a loss of chromosome 10.

Treatment

The patient was diagnosed according to the 2016 update of the World Health Organization classification of tumors of the central nervous system; IDH wild-type (IDHwt), and diffuse astrocytoma.[7] Considering the distinct high-grade molecular traits, the patient was treated postoperatively according to the Stupp protocol; concomitant temozolomide 75 mg/m2/day for 49 days and radiotherapy with a total dose up to 59.4 Gy in 33 fractions followed by 6 cycles of temozolomide.[10]

DISCUSSION

Depending on the WHO stage (I–IV), the survival of glioma patients varies from several months to more than 20 years.[10] The prevalence of LGG is lower when compared to the WHO IV glioblastoma multiforme; of all gliomas LGG comprise 15%.[8] Moreover, within the spectrum of LGG, significant variation in mean overall survival is observed, ranging from 5.9 years (astrocytoma) to 11.9 for oligodendroglioma.[8] In May 2016, the WHO presented an update of the classification of tumors of the central nervous system.[7] Here, for the first time, phenotypic and genotypic parameters were integrated in diffuse glial tumor classification. Every LGG is characterized according to the presence or the absence of mutations in the isocitrate dehydrogenase 1 or 2 genes (IDH) and complete or incomplete deletion of both the short arm of chromosome 1 and of the long arm of chromosome 19 (1p/19q co-deletion). Implementation of this combined phenotypic–genotypic characterization identifies subgroups that correlate with overall survival and treatment responses. Figure 1 shows a flowchart of the classification system adapted to the molecular classification of LGG, as suggested by The Cancer Genome Atlas Research Network.[1] Here, we will present a concise overview of several of the identified molecular markers in LGG with prognostic and biological relevance.

LGG and IDH

The first segregation of diffuse LGG is based on the presence of IDH1/2 gene mutation [Figure 4]. These mutations occur at a single amino acid residue of IDH1, arginine 132, which is most commonly mutated to histidine (R132H).[4] IDH is a cytosolic enzyme involved in the decarboxylation of isocitrate, producing α-ketoglutarate and CO2. A mutation in the IDH1 gene (IDHmut) allows the homodimeric enzyme to reduce α-ketoglutarate in 2-hydroxygluterate (2-HG). Accumulation of the 2-HG metabolite is associated with the dedifferentiation of gliomas.[4] In addition, an IDH gene mutation causes hypermethylation of specific DNA loci (CpG islands), resulting in a significantly different gene expression profile compared to wild type IDH LGG.[11] Specifically, hypermethylation of the DNA-repair enzyme O6-methylguanine-DNA methyltransferase (MGMT) promotor gene downregulates the expression of this enzyme, and therefore increases tumor susceptibility to alkylating agents such as temozolomide.
Figure 4

WHO 2016 simplified algorithm for classification of LGG, adapted to Brat et al. (2015)

WHO 2016 simplified algorithm for classification of LGG, adapted to Brat et al. (2015) IDH mutations are present in almost 90% of the diffuse LGG and are correlated with a favorable, therapy independent, survival compared to IDHwt LGG: 13.1 years compared to 5.1 years.[16] Furthermore, an IDH mutation is predictive for the response of the LGG to multimodal treatment strategies, as was recently shown that the addition of chemotherapy to radiotherapy increases progression-free and overall survival in diffuse LGG compared to radiotherapy alone.[2]

IDH with 1p/19q codeletion

Subsequent to IDHmut/IDHwt segregation, LGGs are classified according to the presence or absence of 1p/19q codeletion. A strong correlation exists between the presence an IDH mutation and 1p/19q codeletion with the histological oligodendroglioma with a correspondence rate of 95% for WHO II tumors. Strikingly, mutations in the coding gene for TElomerase Reverse Transcriptase (TERT) is found in 96% of this subclass. TERT gene mutations cause an activation of this enzyme.[5] However, it is not associated with an increased telomere length in diffuse glioma, and is therefore unlikely to contribute to the maintenance of unlimited replicative potential.[3] However TERT mutation status is associated with prognosis in WHO 2016 defined groups.[9] Patients with a IDHmut/1p/19q co-deleted LGG have significant progression-free and overall survival compared with their 1p/19q IDH native counterparts.[2]

IDH without 1p/19q codeletion

Almost all diffuse LGGs without a 1p/19q codeletion harbor mutations in the Tumor protein (TP) 53 coding gene and the majority harbor inactivating mutations in the ATRX gene.[1] Dysfunction of the TP-53 gene, as known for the Li-Fraumeni syndrome, causes a loss of tumor suppressive capabilities of TP-53. For LGG, it is hypothesized that, after the acquisition of an IDH mutation, a tumor cell either acquires a 1p/19q codeletion or a mutation in TP-53. This theory is further supported by the observation that TERT and ATRX mutation are mutually exclusive and result in different subclasses: IDH with (TERT) or without (ATRX) 1p/19q codeletion. Interestingly, not TERT but ATRX mutations were associated with increased telomere length in a pan-glioma analysis, suggesting an alternative lengthening of telomeres.[3]

LGG-IDH

LGG with an IDH wild type comprise 10% of all diffuse LGG WHOII tumors. Identification of LGG-IDH is of the upmost importance as the majority of this subgroup shows molecular similarities with GBM tumors, with consequent worse prognosis and treatment response.[1] Mutations in the genes encoding for EGFR, PTEN, and NF1 are observed in both LGG-IDH and GBM.[12] Moreover, numerical and structural chromosomal abnormalities such as a trisomy of chromosome 7 and a loss of chromosome 10 are more frequently observed in high-grade glial tumors.

CONCLUSION

A subclass of diffuse LGG shows a molecular profile similar to high-grade glioma and is associated with a poor overall survival. Therefore, additional molecular characterization is necessary to identify this subgroup. The 2016 update of the WHO Classification of diffuse LGG facilitates subclass segregation and therefore formally introduces molecular diagnostic results as part of routine neuropathological practice with direct clinical consequences. The presented case illustrates that molecular characterization, beyond the scope of the WHO classification, highly influences adjuvant treatment strategies, and is therefore an example of personalized medicine. Further research will have to show whether the identified subclass-specific genetic aberrations, such as EGFR amplification, will aid to the development of targeted therapy for low-grade gliomas.

Financial support and sponsorship

Nil.

Conflicts of interest

There are no conflicts of interest.
  12 in total

1.  Radiation plus Procarbazine, CCNU, and Vincristine in Low-Grade Glioma.

Authors:  Jan C Buckner; Edward G Shaw; Stephanie L Pugh; Arnab Chakravarti; Mark R Gilbert; Geoffrey R Barger; Stephen Coons; Peter Ricci; Dennis Bullard; Paul D Brown; Keith Stelzer; David Brachman; John H Suh; Christopher J Schultz; Jean-Paul Bahary; Barbara J Fisher; Harold Kim; Albert D Murtha; Erica H Bell; Minhee Won; Minesh P Mehta; Walter J Curran
Journal:  N Engl J Med       Date:  2016-04-07       Impact factor: 91.245

2.  Comprehensive, Integrative Genomic Analysis of Diffuse Lower-Grade Gliomas.

Authors:  Daniel J Brat; Roel G W Verhaak; Kenneth D Aldape; W K Alfred Yung; Sofie R Salama; Lee A D Cooper; Esther Rheinbay; C Ryan Miller; Mark Vitucci; Olena Morozova; A Gordon Robertson; Houtan Noushmehr; Peter W Laird; Andrew D Cherniack; Rehan Akbani; Jason T Huse; Giovanni Ciriello; Laila M Poisson; Jill S Barnholtz-Sloan; Mitchel S Berger; Cameron Brennan; Rivka R Colen; Howard Colman; Adam E Flanders; Caterina Giannini; Mia Grifford; Antonio Iavarone; Rajan Jain; Isaac Joseph; Jaegil Kim; Katayoon Kasaian; Tom Mikkelsen; Bradley A Murray; Brian Patrick O'Neill; Lior Pachter; Donald W Parsons; Carrie Sougnez; Erik P Sulman; Scott R Vandenberg; Erwin G Van Meir; Andreas von Deimling; Hailei Zhang; Daniel Crain; Kevin Lau; David Mallery; Scott Morris; Joseph Paulauskis; Robert Penny; Troy Shelton; Mark Sherman; Peggy Yena; Aaron Black; Jay Bowen; Katie Dicostanzo; Julie Gastier-Foster; Kristen M Leraas; Tara M Lichtenberg; Christopher R Pierson; Nilsa C Ramirez; Cynthia Taylor; Stephanie Weaver; Lisa Wise; Erik Zmuda; Tanja Davidsen; John A Demchok; Greg Eley; Martin L Ferguson; Carolyn M Hutter; Kenna R Mills Shaw; Bradley A Ozenberger; Margi Sheth; Heidi J Sofia; Roy Tarnuzzer; Zhining Wang; Liming Yang; Jean Claude Zenklusen; Brenda Ayala; Julien Baboud; Sudha Chudamani; Mark A Jensen; Jia Liu; Todd Pihl; Rohini Raman; Yunhu Wan; Ye Wu; Adrian Ally; J Todd Auman; Miruna Balasundaram; Saianand Balu; Stephen B Baylin; Rameen Beroukhim; Moiz S Bootwalla; Reanne Bowlby; Christopher A Bristow; Denise Brooks; Yaron Butterfield; Rebecca Carlsen; Scott Carter; Lynda Chin; Andy Chu; Eric Chuah; Kristian Cibulskis; Amanda Clarke; Simon G Coetzee; Noreen Dhalla; Tim Fennell; Sheila Fisher; Stacey Gabriel; Gad Getz; Richard Gibbs; Ranabir Guin; Angela Hadjipanayis; D Neil Hayes; Toshinori Hinoue; Katherine Hoadley; Robert A Holt; Alan P Hoyle; Stuart R Jefferys; Steven Jones; Corbin D Jones; Raju Kucherlapati; Phillip H Lai; Eric Lander; Semin Lee; Lee Lichtenstein; Yussanne Ma; Dennis T Maglinte; Harshad S Mahadeshwar; Marco A Marra; Michael Mayo; Shaowu Meng; Matthew L Meyerson; Piotr A Mieczkowski; Richard A Moore; Lisle E Mose; Andrew J Mungall; Angeliki Pantazi; Michael Parfenov; Peter J Park; Joel S Parker; Charles M Perou; Alexei Protopopov; Xiaojia Ren; Jeffrey Roach; Thaís S Sabedot; Jacqueline Schein; Steven E Schumacher; Jonathan G Seidman; Sahil Seth; Hui Shen; Janae V Simons; Payal Sipahimalani; Matthew G Soloway; Xingzhi Song; Huandong Sun; Barbara Tabak; Angela Tam; Donghui Tan; Jiabin Tang; Nina Thiessen; Timothy Triche; David J Van Den Berg; Umadevi Veluvolu; Scot Waring; Daniel J Weisenberger; Matthew D Wilkerson; Tina Wong; Junyuan Wu; Liu Xi; Andrew W Xu; Lixing Yang; Travis I Zack; Jianhua Zhang; B Arman Aksoy; Harindra Arachchi; Chris Benz; Brady Bernard; Daniel Carlin; Juok Cho; Daniel DiCara; Scott Frazer; Gregory N Fuller; JianJiong Gao; Nils Gehlenborg; David Haussler; David I Heiman; Lisa Iype; Anders Jacobsen; Zhenlin Ju; Sol Katzman; Hoon Kim; Theo Knijnenburg; Richard Bailey Kreisberg; Michael S Lawrence; William Lee; Kalle Leinonen; Pei Lin; Shiyun Ling; Wenbin Liu; Yingchun Liu; Yuexin Liu; Yiling Lu; Gordon Mills; Sam Ng; Michael S Noble; Evan Paull; Arvind Rao; Sheila Reynolds; Gordon Saksena; Zack Sanborn; Chris Sander; Nikolaus Schultz; Yasin Senbabaoglu; Ronglai Shen; Ilya Shmulevich; Rileen Sinha; Josh Stuart; S Onur Sumer; Yichao Sun; Natalie Tasman; Barry S Taylor; Doug Voet; Nils Weinhold; John N Weinstein; Da Yang; Kosuke Yoshihara; Siyuan Zheng; Wei Zhang; Lihua Zou; Ty Abel; Sara Sadeghi; Mark L Cohen; Jenny Eschbacher; Eyas M Hattab; Aditya Raghunathan; Matthew J Schniederjan; Dina Aziz; Gene Barnett; Wendi Barrett; Darell D Bigner; Lori Boice; Cathy Brewer; Chiara Calatozzolo; Benito Campos; Carlos Gilberto Carlotti; Timothy A Chan; Lucia Cuppini; Erin Curley; Stefania Cuzzubbo; Karen Devine; Francesco DiMeco; Rebecca Duell; J Bradley Elder; Ashley Fehrenbach; Gaetano Finocchiaro; William Friedman; Jordonna Fulop; Johanna Gardner; Beth Hermes; Christel Herold-Mende; Christine Jungk; Ady Kendler; Norman L Lehman; Eric Lipp; Ouida Liu; Randy Mandt; Mary McGraw; Roger Mclendon; Christopher McPherson; Luciano Neder; Phuong Nguyen; Ardene Noss; Raffaele Nunziata; Quinn T Ostrom; Cheryl Palmer; Alessandro Perin; Bianca Pollo; Alexander Potapov; Olga Potapova; W Kimryn Rathmell; Daniil Rotin; Lisa Scarpace; Cathy Schilero; Kelly Senecal; Kristen Shimmel; Vsevolod Shurkhay; Suzanne Sifri; Rosy Singh; Andrew E Sloan; Kathy Smolenski; Susan M Staugaitis; Ruth Steele; Leigh Thorne; Daniela P C Tirapelli; Andreas Unterberg; Mahitha Vallurupalli; Yun Wang; Ronald Warnick; Felicia Williams; Yingli Wolinsky; Sue Bell; Mara Rosenberg; Chip Stewart; Franklin Huang; Jonna L Grimsby; Amie J Radenbaugh; Jianan Zhang
Journal:  N Engl J Med       Date:  2015-06-10       Impact factor: 91.245

3.  A t(1;19)(q10;p10) mediates the combined deletions of 1p and 19q and predicts a better prognosis of patients with oligodendroglioma.

Authors:  Robert B Jenkins; Hilary Blair; Karla V Ballman; Caterina Giannini; Robert M Arusell; Mark Law; Heather Flynn; Sandra Passe; Sara Felten; Paul D Brown; Edward G Shaw; Jan C Buckner
Journal:  Cancer Res       Date:  2006-10-15       Impact factor: 12.701

Review 4.  The 2016 World Health Organization Classification of Tumors of the Central Nervous System: a summary.

Authors:  David N Louis; Arie Perry; Guido Reifenberger; Andreas von Deimling; Dominique Figarella-Branger; Webster K Cavenee; Hiroko Ohgaki; Otmar D Wiestler; Paul Kleihues; David W Ellison
Journal:  Acta Neuropathol       Date:  2016-05-09       Impact factor: 17.088

Review 5.  Epidemiology and etiology of gliomas.

Authors:  Hiroko Ohgaki; Paul Kleihues
Journal:  Acta Neuropathol       Date:  2005-02-01       Impact factor: 17.088

6.  Cancer-associated IDH1 mutations produce 2-hydroxyglutarate.

Authors:  Lenny Dang; David W White; Stefan Gross; Bryson D Bennett; Mark A Bittinger; Edward M Driggers; Valeria R Fantin; Hyun Gyung Jang; Shengfang Jin; Marie C Keenan; Kevin M Marks; Robert M Prins; Patrick S Ward; Katharine E Yen; Linda M Liau; Joshua D Rabinowitz; Lewis C Cantley; Craig B Thompson; Matthew G Vander Heiden; Shinsan M Su
Journal:  Nature       Date:  2009-12-10       Impact factor: 49.962

7.  Molecular Profiling Reveals Biologically Discrete Subsets and Pathways of Progression in Diffuse Glioma.

Authors:  Michele Ceccarelli; Floris P Barthel; Tathiane M Malta; Thais S Sabedot; Sofie R Salama; Bradley A Murray; Olena Morozova; Yulia Newton; Amie Radenbaugh; Stefano M Pagnotta; Samreen Anjum; Jiguang Wang; Ganiraju Manyam; Pietro Zoppoli; Shiyun Ling; Arjun A Rao; Mia Grifford; Andrew D Cherniack; Hailei Zhang; Laila Poisson; Carlos Gilberto Carlotti; Daniela Pretti da Cunha Tirapelli; Arvind Rao; Tom Mikkelsen; Ching C Lau; W K Alfred Yung; Raul Rabadan; Jason Huse; Daniel J Brat; Norman L Lehman; Jill S Barnholtz-Sloan; Siyuan Zheng; Kenneth Hess; Ganesh Rao; Matthew Meyerson; Rameen Beroukhim; Lee Cooper; Rehan Akbani; Margaret Wrensch; David Haussler; Kenneth D Aldape; Peter W Laird; David H Gutmann; Houtan Noushmehr; Antonio Iavarone; Roel G W Verhaak
Journal:  Cell       Date:  2016-01-28       Impact factor: 41.582

8.  Adult infiltrating gliomas with WHO 2016 integrated diagnosis: additional prognostic roles of ATRX and TERT.

Authors:  Melike Pekmezci; Terri Rice; Annette M Molinaro; Kyle M Walsh; Paul A Decker; Helen Hansen; Hugues Sicotte; Thomas M Kollmeyer; Lucie S McCoy; Gobinda Sarkar; Arie Perry; Caterina Giannini; Tarik Tihan; Mitchel S Berger; Joseph L Wiemels; Paige M Bracci; Jeanette E Eckel-Passow; Daniel H Lachance; Jennifer Clarke; Jennie W Taylor; Tracy Luks; John K Wiencke; Robert B Jenkins; Margaret R Wrensch
Journal:  Acta Neuropathol       Date:  2017-03-02       Impact factor: 15.887

9.  IDH1 mutation is sufficient to establish the glioma hypermethylator phenotype.

Authors:  Sevin Turcan; Daniel Rohle; Anuj Goenka; Logan A Walsh; Fang Fang; Emrullah Yilmaz; Carl Campos; Armida W M Fabius; Chao Lu; Patrick S Ward; Craig B Thompson; Andrew Kaufman; Olga Guryanova; Ross Levine; Adriana Heguy; Agnes Viale; Luc G T Morris; Jason T Huse; Ingo K Mellinghoff; Timothy A Chan
Journal:  Nature       Date:  2012-02-15       Impact factor: 69.504

10.  TERT promoter mutations and monoallelic activation of TERT in cancer.

Authors:  F W Huang; C M Bielski; M L Rinne; W C Hahn; W R Sellers; F Stegmeier; L A Garraway; G V Kryukov
Journal:  Oncogenesis       Date:  2015-12-14       Impact factor: 7.485

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Authors:  Jinhyun Choi; Se Hoon Kim; Sung Soo Ahn; Hye Jin Choi; Hong In Yoon; Jae Ho Cho; Tae Hoon Roh; Seok-Gu Kang; Jong Hee Chang; Chang-Ok Suh
Journal:  Sci Rep       Date:  2020-02-07       Impact factor: 4.379

2.  Clinical management and genomic profiling of pediatric low-grade gliomas in Saudi Arabia.

Authors:  Nahla A Mobark; Musa Alharbi; Lamees Alhabeeb; Latifa AlMubarak; Rasha Alaljelaify; Mariam AlSaeed; Amal Almutairi; Fatmah Alqubaishi; Maqsood Ahmad; Ayman Al-Banyan; Fahad E Alotabi; Duna Barakeh; Malak AlZahrani; Hisham Al-Khalidi; Abdulrazag Ajlan; Lori A Ramkissoon; Shakti H Ramkissoon; Malak Abedalthagafi
Journal:  PLoS One       Date:  2020-01-29       Impact factor: 3.240

3.  Comparative analysis of histologically classified oligodendrogliomas reveals characteristic molecular differences between subgroups.

Authors:  Chris Lauber; Barbara Klink; Michael Seifert
Journal:  BMC Cancer       Date:  2018-04-10       Impact factor: 4.430

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