CSIG-27. PROTEOMIC ANALYSIS OF GENETICALLY STRATIFIED MENINGIOMA

2021 ◽  
Vol 23 (Supplement_6) ◽  
pp. vi39-vi39
Author(s):  
Yeasmin Akther ◽  
Jemma Dunn ◽  
Claire Adams ◽  
Vikram Sharma ◽  
Matthew Banton ◽  
...  
Keyword(s):  
Molecular Mechanisms ◽  
Specific Protein ◽  
Functional Verification ◽  
Proteomic Profiling ◽  
Who Grade ◽  
Novel Proteins ◽  
Oxidative Phosphorylation Pathway ◽  
Novel Biomarkers ◽  
Grade Ii ◽  
Validation Set

Abstract WHO grade II and III as well as some WHO grade I meningioma are clinically aggressive. Approximately 60% sporadic meningiomas harbour mutations in the NF2 gene, others in genes including TRAF7, KLF4, AKT1, SMO and PIK3CA . However, the molecular mechanisms behind meningioma tumourigenesis are still unclear. We aim to identify novel biomarkers and therapeutic targets of meningioma by characterising the proteomic landscape. We performed (phosho)proteomic profiling of grade I, II and III meningiomas and three different mutational groups: AKT1 E17K /TRAF7, KLF4 K409Q /TRAF7 and NF2 -/-. We validated differential expression of proteins and phosphoproteins by Western blot on a meningioma validation set and by immunohistochemistry. Looking at all grades bioinformatics analysis revealed commonly upregulated proteins and phosphoproteins to be enriched in Gene Ontology terms associated with RNA metabolism. Validation studies confirmed significant overexpression of proteins such as EGFR and CKAP4 and upregulation and activation of the NIMA-related kinase, NEK9, involved in mitotic progression. Novel proteins described included the nuclear proto-oncogene SET, the splicing factor SF2/ASF and the higher-grade specific protein, Hexokinase 2. For the mutation subtypes we have quantified 4162 proteins across all mutational meningioma subgroups with proteomic profiles of mutational subgroups. Comparative analysis showed 10 proteins were commonly significantly upregulated among all mutational subtypes vs. normal meninges, indicating proteomic landscapes of mutational subtypes to be highly variable. 257 proteins were commonly significantly downregulated and enriched with molecular functions including aldehyde dehydrogenase and oxido-reductase. Mutational subtype-specific analysis identified 162 proteins significantly upregulated in AKT1 E17K /TRAF7 vs. remaining sample groups to be enriched in the oxidative phosphorylation pathway. Less proteins were commonly significantly upregulated in KLF4 K409Q /TRAF7 and NF2 -/- mutant meningioma subtypes respectively. Several of these up-regulated proteins including ANNEXIN-3, CRABP2, CLIC3 were verified. Analyses of 6600 phospho-sites predicted regulatory kinases. Further validation and functional verification of potential candidates is ongoing.

OS08.5.A Proteomic analysis of meningioma

2021 ◽  
Vol 23 (Supplement_2) ◽  
pp. ii11-ii11
Author(s):  
C O Hanemann ◽  
J Dunn ◽  
Y Akther ◽  
E Ercolano ◽  
C Adams ◽  
...  
Keyword(s):  
Differential Expression ◽  
Molecular Mechanisms ◽  
Lower Grade ◽  
Motif Analysis ◽  
Who Grade ◽  
Specific Analysis ◽  
Oxidative Phosphorylation Pathway ◽  
Novel Biomarkers ◽  
Labeling Approach ◽  
Primary Intracranial Tumor

Abstract BACKGROUND Meningioma is the most common primary intracranial tumor. Although ~80% are benign some WHO grade I are clinically aggressive. Chemotherapies are ineffective and biomarkers for clinical management are lacking. Approximately 60% sporadic meningiomas harbor mutations in the NF2 gene andutations in TRAF7, KLF4, AKT1, SMO and PIK3CA have been identified in the majority NF2-positive tumors esp lower grade. However, the molecular mechanisms behind meningioma tumourigenesis is still unclear. We aim to identify novel biomarkers and therapeutic targets of meningioma by characterizing the proteomic landscape. MATERIAL AND METHODS We analysed grade I, II and III frozen meningioma specimens and three different mutational groups: AKT1/TRAF7, KLF4/TRAF7 and NF2 -/- using LC-MS/MS to analyse global proteins, enriched phosphoproteins and phosphopeptides. Differential expression and functional annotation of proteins was completed using Perseus, IPA® and DAVID. For mutational subtypes quantitative phosphoproteomics was performed using TMT 10plex labeling approach followed by motif analysis using motif-X algorithm. We validated differential expression of proteins and phosphoproteins by Western blot and immunohistochemistry. RESULTS We quantified 3888 proteins and 3074 phosphoproteins across all meningioma grades. Bioinformatics analysis revealed commonly upregulated (phospho)proteins to be enriched in Gene Ontology terms associated with RNA metabolism. Validation confirmed significant overexpression of proteins such as EGFR, CKAP4, the nuclear proto-oncogene SET, the splicing factor SF2/ASF as well as total and activated phosphorylated form of the NIMA-related kinase, NEK9, involved in mitotic progression. Hexokinase 2 was overexpressed in higher grades. For the mutation subtypes we have quantified 4162 proteins across all mutational meningioma subgroups. Analysis showed distinct proteomic profiles of mutational subgroups. Comparative analysis showed 10 proteins were commonly significantly upregulated among all mutational subtypes vs. normal meninges. 257 proteins were commonly significantly downregulated and enriched with molecular functions including aldehyde dehydrogenase and oxido-reductase. Mutational subtype-specific analysis identified 162 proteins significantly upregulated in AKT1/TRAF7 vs. remaining sample groups to be enriched in the oxidative phosphorylation pathway. 14 and 7 proteins were commonly significantly upregulated in KLF4/TRAF7 and NF2 -/- mutant meningioma subtypes respectively. Several of these up-regulated proteins including ANNEXIN-3, CRABP2, CLIC3 and Endoglin were verified via WB. Lastly, analyses of 6600 phosphosites predicted regulatory kinases CONCLUSION We show extensive proteomic and phospophoproteomics analysis of meningioma and suggest new therapeutic and biomarker candidates.

Gene expression signature to predict radiation response in lower-grade gliomas.

2021 ◽  
Vol 39 (15_suppl) ◽  
pp. 2019-2019
Author(s):  
David C Qian ◽  
Joseph A. Marascio ◽  
Stewart G. Neill ◽  
Kimberly B. Hoang ◽  
Jeffrey J. Olson ◽  
...  
Keyword(s):  
Gene Expression ◽  
Lower Grade ◽  
Training Set ◽  
Who Grade ◽  
Internal Validation ◽  
Expression Levels ◽  
Expression Signature ◽  
Grade Ii ◽  
Validation Set ◽  
Grade Iii

2019 Background: Standard of care for lower-grade glioma (LGG) is maximal safe resection and risk-adaptive adjuvant therapy. While patients who benefit the most from adjuvant chemotherapy have been elucidated in prospective randomized studies, comparable insights for adjuvant radiotherapy (RT) are lacking. We sought to identify and validate patterns of gene expression that are associated with differential outcomes among LGG patients treated by RT from two large genomics databases. Methods: Patients from The Cancer Genome Atlas (TCGA) with LGG (WHO grade II–III gliomas) treated by surgery and adjuvant RT were randomized 1:1 to a training set or an internal validation set. Using patients in the training set, association between gene expression from resected tumor and progression-free survival (PFS) as well as overall survival (OS) was evaluated with adjustment for clinicopathologic covariates. A genomic risk score (GRS) was then constructed from the expression levels of top genes also screened for involvement in glioma carcinogenesis. The prognostic value of GRS was subsequently validated in the internal validation set of TCGA and a second distinct database, compiled by the Chinese Glioma Genome Association (CGGA). Results: From TCGA, 289 patients with LGG received adjuvant RT alone (38 grade II, 30 grade III) or chemoradiotherapy (CRT) (51 grade II, 170 grade III) between 2009 and 2015. From CGGA, 178 patients with LGG received adjuvant RT alone (40 grade II, 13 grade III) or CRT (41 grade II, 84 grade III) between 2004 and 2016. The genes comprising GRS are MAP3K15, MAPK10, CCL3, CCL4, and ADAMTS1, involved in MAP kinase activity, T cell chemotaxis, and cell cycle transition. High GRS, defined as having a GRS in the top third, was significantly associated with worse outcomes independent of age, sex, glioma histology, WHO grade, IDH mutation, 1p/19q co-deletion, and chemotherapy status in the training set (OS HR 2.74, P < 0.001; PFS HR 1.61, P = 0.014). These findings were further validated in the internal validation set (OS HR 1.84, P = 0.015; PFS HR 1.58, P = 0.027) and again in the CGGA external validation set (OS HR 1.72, P = 0.001). Association between GRS and outcomes was observed only among patients who received RT (RT alone or CRT), in both TCGA and CGGA. Conclusions: This study successfully identified an expression signature of five genes that stratified outcomes among LGG patients who received adjuvant RT, with two rounds of validation leveraging independent genomics databases. Expression levels of the highlighted genes were associated with survival only among patients whose treatments included RT, but not among those with omission of RT, suggesting that expression of these genes may be predictive of radiation treatment response. While additional prospective studies are warranted, interrogation of these genes to determine high/low GRS may be considered in the multidisciplinary management of LGGs.

scholarly journals Influence of VEGF-A, VEGFR-1-3, and neuropilin 1-2 on progression-free: and overall survival in WHO grade II and III meningioma patients

2021 ◽  
Vol 52 (2) ◽  
pp. 233-243
Author(s):  
Simon Bernatz ◽  
Daniel Monden ◽  
Florian Gessler ◽  
Tijana Radic ◽  
Elke Hattingen ◽  
...  
Keyword(s):  
Overall Survival ◽  
Tumor Cells ◽  
Progression Free Survival ◽  
Staining Intensity ◽  
Who Grade ◽  
Positive Correlation ◽  
Protein Levels ◽  
Angiogenic Therapy ◽  
Neuropilin 1 ◽  
Grade Ii

AbstractHigher grade meningiomas tend to recur. We aimed to evaluate protein levels of vascular endothelial growth factor (VEGF)-A with the VEGF-receptors 1-3 and the co-receptors Neuropilin (NRP)-1 and -2 in WHO grade II and III meningiomas to elucidate the rationale for targeted treatments. We investigated 232 specimens of 147 patients suffering from cranial meningioma, including recurrent tumors. Immunohistochemistry for VEGF-A, VEGFR-1-3, and NRP-1/-2 was performed on tissue micro arrays. We applied a semiquantitative score (staining intensity x frequency). VEGF-A, VEGFR-1-3, and NRP-1 were heterogeneously expressed. NRP-2 was mainly absent. We demonstrated a significant increase of VEGF-A levels on tumor cells in WHO grade III meningiomas (p = 0.0098). We found a positive correlation between expression levels of VEGF-A and VEGFR-1 on tumor cells and vessels (p < 0.0001). In addition, there was a positive correlation of VEGF-A and VEGFR-3 expression on tumor vessels (p = 0.0034). VEGFR-2 expression was positively associated with progression-free survival (p = 0.0340). VEGF-A on tumor cells was negatively correlated with overall survival (p = 0.0084). The VEGF-A-driven system of tumor angiogenesis might still present a suitable target for adjuvant therapy in malignant meningioma disease. However, its role in malignant tumor progression may not be as crucial as expected. The value of comprehensive testing of the ligand and all receptors prior to administration of anti-angiogenic therapy needs to be evaluated in clinical trials.

Clear cell histology portends a worse prognosis than other WHO grade II histologies

2021 ◽  
Author(s):  
Pranay Soni ◽  
Jianning Shao ◽  
Arbaz Momin ◽  
Diana Lopez ◽  
Lilyana Angelov ◽  
...  
Keyword(s):  
Clear Cell ◽  
Who Grade ◽  
Grade Ii ◽  
Worse Prognosis

scholarly journals IDH1 Non-Canonical Mutations and Survival in Patients with Glioma

Diagnostics ◽  
2021 ◽  
Vol 11 (2) ◽  
pp. 342 ◽  
Author(s):  
Enrico Franceschi ◽  
Dario De Biase ◽  
Vincenzo Di Nunno ◽  
Annalisa Pession ◽  
Alicia Tosoni ◽  
...  
Keyword(s):  
Idh1 Mutation ◽  
Who Grade ◽  
Tissue Samples ◽  
1P19q Codeletion ◽  
Idh1 R132h ◽  
Rare Mutations ◽  
Grade Ii ◽  
Idh1 Mutations ◽  
R132h Mutation ◽  
Generation Sequencing

Background: Non-canonical mutations of the isocitrate dehydrogenase (IDH) genes have been described in about 20–25% and 5–12% of patients with WHO grade II and III gliomas, respectively. To date, the prognostic value of these rare mutations is still a topic of debate. Methods: We selected patients with WHO grade II and III gliomas and IDH1 mutations with available tissue samples for next-generation sequencing. The clinical outcomes and baseline behaviors of patients with canonical IDH1 R132H and non-canonical IDH1 mutations were compared. Results: We evaluated 433 patients harboring IDH1 mutations. Three hundred and ninety patients (90.1%) had a canonical IDH1 R132H mutation while 43 patients (9.9%) had a non-canonical IDH1 mutation. Compared to those with the IDH1 canonical mutation, patients with non-canonical mutations were younger (p < 0.001) and less frequently presented the 1p19q codeletion (p = 0.017). Multivariate analysis confirmed that the extension of surgery (p = 0.003), the presence of the 1p19q codeletion (p = 0.001), and the presence of a non-canonical mutation (p = 0.041) were variables correlated with improved overall survival. Conclusion: the presence of non-canonical IDH1 mutations could be associated with improved survival among patients with IDH1 mutated grade II–III glioma.

scholarly journals RTID-05. INDIGO: A GLOBAL, RANDOMIZED, DOUBLE-BLIND, PHASE 3 STUDY OF VORASIDENIB (AG-881) VS PLACEBO IN PATIENTS WITH RESIDUAL/RECURRENT GRADE II GLIOMA WITH AN ISOCITRATE DEHYDROGENASE 1/2 (IDH1/2) MUTATION

2020 ◽  
Vol 22 (Supplement_2) ◽  
pp. ii194-ii194
Author(s):  
Ingo Mellinghoff ◽  
Martin van den Bent ◽  
Jennifer Clarke ◽  
Elizabeth Maher ◽  
Katherine Peters ◽  
...  
Keyword(s):  
High Risk ◽  
Dose Escalation ◽  
Objective Response ◽  
Data Monitoring Committee ◽  
Progression Free Survival ◽  
High Risk Population ◽  
Low Grade ◽  
Who Grade ◽  
Free Survival ◽  
Grade Ii

Abstract BACKGROUND Low-grade gliomas (LGGs; WHO grade II) are incurable and ultimately progress to high-grade gliomas. The current treatment options are surgery followed by observation (“watch and wait”) for patients with lower risk for disease progression or postoperative chemoradiotherapy (high-risk population). There are no approved targeted therapies. IDH1 and IDH2 mutations (mIDH1/2) occur in approximately 80% and 4% of LGGs, respectively, and promote tumorigenesis via neomorphic production of D-2-hydroxyglutarate. Vorasidenib, an oral, potent, reversible, brain-penetrant pan-inhibitor of mIDH1/2, was evaluated in 76 patients with glioma in two phase 1 studies (dose escalation and perioperative) and was associated with a favorable safety profile at daily doses below 100 mg. Preliminary clinical activity was observed in non-enhancing glioma patients in both studies, with an objective response rate (ORR) of 18.2% and median progression-free survival of 31.4 months in the dose escalation study. METHODS Approximately 366 patients will be randomized 1:1 to vorasidenib (50 mg QD) or matched placebo and stratified by 1p19q status (intact vs co-deleted). Key eligibility criteria: age ≥ 12 years; grade II oligodendroglioma or astrocytoma (per WHO 2016 criteria) not in need of immediate treatment and without high-risk features; centrally confirmed mIDH1/2 status; ≥ 1 surgery for glioma with most recent ≥ 1 year but ≤ 5 years before randomization, and no other anticancer therapy; Karnofsky performance status ≥ 80%; and centrally confirmed measurable, non-enhancing disease evaluable by magnetic resonance imaging. Crossover from placebo to the vorasidenib arm is permitted upon centrally confirmed radiographic progression per RANO-LGG criteria. Primary endpoint: progression-free survival assessed by independent review. Secondary endpoints: safety and tolerability, tumor growth rate assessed by volume, ORR, overall survival, and quality of life. Clinical data will be reviewed regularly by an independent data monitoring committee. The study is currently enrolling patients in the US, with additional countries planned (NCT04164901).

scholarly journals Comparison of SYK Signaling Networks Reveals the Potential Molecular Determinants of Its Tumor-Promoting and Suppressing Functions

Biomolecules ◽  
2021 ◽  
Vol 11 (2) ◽  
pp. 308
Author(s):  
Marion Buffard ◽  
Aurélien Naldi ◽  
Gilles Freiss ◽  
Marcel Deckert ◽  
Ovidiu Radulescu ◽  
...  
Keyword(s):  
Breast Cancer ◽  
Tumor Suppressor ◽  
Signaling Pathways ◽  
Burkitt Lymphoma ◽  
Molecular Mechanisms ◽  
Signal Propagation ◽  
Tumor Formation ◽  
Tissue Type ◽  
Signaling Networks ◽  
Proteomic Profiling

Spleen tyrosine kinase (SYK) can behave as an oncogene or a tumor suppressor, depending on the cell and tissue type. As pharmacological SYK inhibitors are currently evaluated in clinical trials, it is important to gain more information on the molecular mechanisms underpinning these opposite roles. To this aim, we reconstructed and compared its signaling networks using phosphoproteomic data from breast cancer and Burkitt lymphoma cell lines where SYK behaves as a tumor suppressor and promoter. Bioinformatic analyses allowed for unveiling the main differences in signaling pathways, network topology and signal propagation from SYK to its potential effectors. In breast cancer cells, the SYK target-enriched signaling pathways included intercellular adhesion and Hippo signaling components that are often linked to tumor suppression. In Burkitt lymphoma cells, the SYK target-enriched signaling pathways included molecules that could play a role in SYK pro-oncogenic function in B-cell lymphomas. Several protein interactions were profoundly rewired in the breast cancer network compared with the Burkitt lymphoma network. These data demonstrate that proteomic profiling combined with mathematical network modeling allows untangling complex pathway interplays and revealing difficult to discern interactions among the SYK pathways that positively and negatively affect tumor formation and progression.

scholarly journals Sex-Specific Differences in Extracellular Vesicle Protein Cargo in Synovial Fluid of Patients with Osteoarthritis

Life ◽  
2020 ◽  
Vol 10 (12) ◽  
pp. 337
Author(s):  
Ravindra Kolhe ◽  
Virgenal Owens ◽  
Ashok Sharma ◽  
Tae Jin Lee ◽  
Wenbo Zhi ◽  
...  
Keyword(s):  
Synovial Fluid ◽  
Protein Content ◽  
Extracellular Vesicle ◽  
Specific Protein ◽  
Paracrine Signaling ◽  
Age Related ◽  
Specific Manner ◽  
Inflammatory Processes ◽  
Novel Biomarkers ◽  
Cellular Pathways

Women are at a significantly higher risk of developing osteoarthritis (OA) compared to males. The pathogenesis of osteoarthritis (OA) in women is poorly understood. Extracellular vesicles (EVs) have been shown to play an essential role in numerous signaling processes during the pathogenesis of age-related diseases via paracrine signaling. Molecular profiling of the synovial fluid-derived EVs cargo in women may help in the discovery of novel biomarkers and therapeutics for the treatment of OA in women. Previously, we reported that synovial fluid-derived EV miRNA cargo differs in a sex-specific manner. This study aims to characterize synovial fluid-derived EV protein cargo in OA patients. Our data showed sex-specific EVs protein content in OA. We found haptoglobin, orosomucoid, and ceruloplasmin significantly up-regulated, whereas apolipoprotein down-regulated in female OA EVs. In males, we discovered β-2-glycoprotein, and complement component 5 proteins significantly up-regulated and Spt-Ada-Gcn5 acetyltransferase (SAGA)-associated factor 29 down-regulated in male OA EVs. Database for Annotation, Visualization, and Integrated Discovery (DAVID) and QuickGO analysis revealed OA-specific protein involvement in several biological, molecular, and cellular pathways, specifically in inflammatory processes. In conclusion, synovial fluid EV protein content is altered in a sex-specific manner with OA, explaining the increased prevalence and severity of OA in women.

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