Proteomic analysis of meningiomas reveals clinically distinct molecular patterns

被引:22
作者
Papaioannou, Michail-Dimitrios [1 ,2 ]
Djuric, Ugliesa [1 ,2 ]
Kao, Jennifer [1 ,3 ]
Karimi, Shirin [1 ]
Zadeh, Gelareh [1 ]
Aldape, Kenneth [1 ]
Diamandis, Phedias [1 ,2 ,3 ]
机构
[1] Princess Margaret Canc Ctr, MacFeeters Hamilton Ctr Neurooncol Res, Toronto, ON, Canada
[2] Univ Hlth Network, Lab Med Program, Toronto, ON, Canada
[3] Univ Toronto, Dept Lab Med & Pathobiol, Toronto, ON, Canada
基金
加拿大健康研究院;
关键词
mass spectrometry; meningioma; neuro-oncology; proteome-wide analysis; stratification; PROTEOGENOMIC CHARACTERIZATION; PROTEIN EXPRESSION; SOMATIC MUTATIONS; BRAIN-TUMORS; GENE; AKT1; CLASSIFICATION; LOCALIZATION; PROFILES; RECEPTOR;
D O I
10.1093/neuonc/noz084
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background. Meningiomas represent one of the most common brain tumors and exhibit a clinically heterogeneous behavior, sometimes difficult to predict with classic histopathologic features. While emerging molecular profiling efforts have linked specific genomic drivers to distinct clinical patterns, the proteomic landscape of meningiomas remains largely unexplored. Methods. We utilize liquid chromatography tandem mass spectrometry with an Orbitrap mass analyzer to quantify global protein abundances of a clinically well-annotated formalin-fixed paraffin embedded (FFPE) cohort (n = 61) of meningiomas spanning all World Health Organization (WHO) grades and various degrees of clinical aggressiveness. Results. In total, we quantify 3042 unique proteins comparing patterns across different clinical parameters. Unsupervised clustering analysis highlighted distinct proteomic (n = 106 proteins, Welch's t-test, P < 0.01) and pathway-level (eg, Notch and PI3K/AKT/mTOR) differences between convexity and skull base meningiomas. Supervised comparative analyses of different pathological grades revealed distinct patterns between benign (grade I) and atypical/malignant (grades II-III) meningiomas with specific oncogenes enriched in higher grade lesions. Independent of WHO grade, clinically aggressive meningiomas that rapidly recurred (<3 y) had distinctive protein patterns converging on mRNA processing and impaired activation of the matrisome complex. Larger sized meningiomas (>3 cm maximum tumor diameter) and those with previous radiation exposure revealed perturbed pro-proliferative (eg, epidermal growth factor receptor) and metabolic as well as inflammatory response pathways (mitochondrial activity, interferon), respectively. Conclusions. Our proteomic study demonstrates that meningiomas of different grades and clinical parameters present distinct proteomic profiles. These proteomic variations offer potential future utility in helping better predict patient outcome and in nominating novel therapeutic targets for personalized care.
引用
收藏
页码:1028 / 1038
页数:11
相关论文
共 46 条
  • [1] Oncogenic PI3K mutations are as common as AKT1 and SMO mutations in meningioma
    Abedalthagafi, Malak
    Bi, Wenya Linda
    Aizer, Ayal A.
    Merrill, Parker H.
    Brewster, Ryan
    Agarwalla, Pankaj K.
    Listewnik, Marc L.
    Dias-Santagata, Dora
    Thorner, Aaron R.
    Van Hummelen, Paul
    Brastianos, Priscilla K.
    Reardon, David A.
    Wen, Patrick Y.
    Al-Mefty, Ossama
    Ramkissoon, Shakti H.
    Folkerth, Rebecca D.
    Ligon, Keith L.
    Ligon, Azra H.
    Alexander, Brian M.
    Dunn, Ian F.
    Beroukhim, Rameen
    Santagata, Sandro
    [J]. NEURO-ONCOLOGY, 2016, 18 (05) : 649 - 655
  • [2] Backer-Grondahl T, 2012, INT J CLIN EXP PATHO, V5, P231
  • [3] Barkhoudarian Garni, 2016, J Proteomics Bioinform, V9, P53
  • [4] High-grade meningiomas: biology and implications
    Bi, Wenya Linda
    Prabhu, Vikram C.
    Dunn, Ian F.
    [J]. NEUROSURGICAL FOCUS, 2018, 44 (04)
  • [5] Genomic landscape of high-grade meningiomas
    Bi, Wenya Linda
    Greenwald, Noah F.
    Abedalthagafi, Malak
    Wala, Jeremiah
    Gibson, Will J.
    Agarwalla, Pankaj K.
    Horowitz, Peleg
    Schumacher, Steven E.
    Esaulova, Ekaterina
    Mei, Yu
    Chevalier, Aaron
    Ducar, Matthew A.
    Thorner, Aaron R.
    van Hummelen, Paul
    Stemmer-Rachamimov, Anat O.
    Artyomov, Maksym
    Al-Mefty, Ossama
    Dunn, Gavin P.
    Santagata, Sandro
    Dunn, Ian F.
    Beroukhim, Rameen
    [J]. NPJ GENOMIC MEDICINE, 2017, 2
  • [6] Increased Phosphorylation of Vimentin in Noninfiltrative Meningiomas
    Bouamrani, Ali
    Ramus, Claire
    Gay, Emmanuel
    Pelletier, Laurent
    Cubizolles, Myriam
    Brugiere, Sabine
    Wion, Didier
    Berger, Francois
    Issartel, Jean-Paul
    [J]. PLOS ONE, 2010, 5 (02):
  • [7] Genomic sequencing of meningiomas identifies oncogenic SMO and AKT1 mutations
    Brastianos, Priscilla K.
    Horowitz, Peleg M.
    Santagata, Sandro
    Jones, Robert T.
    McKenna, Aaron
    Getz, Gad
    Ligon, Keith L.
    Palescandolo, Emanuele
    Van Hummelen, Paul
    Ducar, Matthew D.
    Raza, Alina
    Sunkavalli, Ashwini
    MacConaill, Laura E.
    Stemmer-Rachamimov, Anat O.
    Louis, David N.
    Hahn, William C.
    Dunn, Ian F.
    Beroukhim, Rameen
    [J]. NATURE GENETICS, 2013, 45 (03) : 285 - 289
  • [8] The mechanisms of Hedgehog signalling and its roles in development and disease
    Briscoe, James
    Therond, Pascal P.
    [J]. NATURE REVIEWS MOLECULAR CELL BIOLOGY, 2013, 14 (07) : 416 - 429
  • [9] EGFR, PIK3CA, KRAS and BRAF mutations in meningiomas
    Bujko, Mateusz
    Kober, Paulina
    Tysarowski, Andrzej
    Matyja, Ewa
    Mandat, Tomasz
    Bonicki, Wieslaw
    Siedlecki, Janusz Aleksander
    [J]. ONCOLOGY LETTERS, 2014, 7 (06) : 2019 - 2022
  • [10] Tumor Suppressor Activity of Selenbp1, a Direct Nkx2-1 Target, in Lung Adenocarcinoma
    Caswell, Deborah R.
    Chuang, Chen-Hua
    Ma, Rosanna K.
    Winters, Ian P.
    Snyder, Eric L.
    Winslow, Monte M.
    [J]. MOLECULAR CANCER RESEARCH, 2018, 16 (11) : 1737 - 1749