Literature DB >> 33577785

Proteogenomic and metabolomic characterization of human glioblastoma.

Liang-Bo Wang1, Alla Karpova1, Marina A Gritsenko2, Jennifer E Kyle2, Song Cao1, Yize Li1, Dmitry Rykunov3, Antonio Colaprico4, Joseph H Rothstein3, Runyu Hong5, Vasileios Stathias6, MacIntosh Cornwell7, Francesca Petralia3, Yige Wu1, Boris Reva3, Karsten Krug8, Pietro Pugliese9, Emily Kawaler5, Lindsey K Olsen10, Wen-Wei Liang1, Xiaoyu Song11, Yongchao Dou12, Michael C Wendl13, Wagma Caravan1, Wenke Liu5, Daniel Cui Zhou1, Jiayi Ji11, Chia-Feng Tsai2, Vladislav A Petyuk2, Jamie Moon2, Weiping Ma3, Rosalie K Chu2, Karl K Weitz2, Ronald J Moore2, Matthew E Monroe2, Rui Zhao2, Xiaolu Yang14, Seungyeul Yoo3, Azra Krek3, Alexis Demopoulos15, Houxiang Zhu1, Matthew A Wyczalkowski1, Joshua F McMichael1, Brittany L Henderson10, Caleb M Lindgren10, Hannah Boekweg10, Shuangjia Lu1, Jessika Baral1, Lijun Yao1, Kelly G Stratton2, Lisa M Bramer2, Erika Zink2, Sneha P Couvillion2, Kent J Bloodsworth2, Shankha Satpathy8, Weiva Sieh16, Simina M Boca17, Stephan Schürer18, Feng Chen19, Maciej Wiznerowicz20, Karen A Ketchum21, Emily S Boja22, Christopher R Kinsinger22, Ana I Robles22, Tara Hiltke22, Mathangi Thiagarajan23, Alexey I Nesvizhskii24, Bing Zhang12, D R Mani8, Michele Ceccarelli25, Xi S Chen4, Sandra L Cottingham26, Qing Kay Li27, Albert H Kim28, David Fenyö5, Kelly V Ruggles7, Henry Rodriguez22, Mehdi Mesri22, Samuel H Payne10, Adam C Resnick29, Pei Wang3, Richard D Smith2, Antonio Iavarone30, Milan G Chheda31, Jill S Barnholtz-Sloan32, Karin D Rodland33, Tao Liu34, Li Ding35.   

Abstract

Glioblastoma (GBM) is the most aggressive nervous system cancer. Understanding its molecular pathogenesis is crucial to improving diagnosis and treatment. Integrated analysis of genomic, proteomic, post-translational modification and metabolomic data on 99 treatment-naive GBMs provides insights to GBM biology. We identify key phosphorylation events (e.g., phosphorylated PTPN11 and PLCG1) as potential switches mediating oncogenic pathway activation, as well as potential targets for EGFR-, TP53-, and RB1-altered tumors. Immune subtypes with distinct immune cell types are discovered using bulk omics methodologies, validated by snRNA-seq, and correlated with specific expression and histone acetylation patterns. Histone H2B acetylation in classical-like and immune-low GBM is driven largely by BRDs, CREBBP, and EP300. Integrated metabolomic and proteomic data identify specific lipid distributions across subtypes and distinct global metabolic changes in IDH-mutated tumors. This work highlights biological relationships that could contribute to stratification of GBM patients for more effective treatment.
Copyright © 2021 The Authors. Published by Elsevier Inc. All rights reserved.

Entities:  

Keywords:  CPTAC; acetylome; glioblastoma; lipidome; metabolome; proteogenomics; proteomics; signaling; single nuclei RNA-seq

Mesh:

Substances:

Year:  2021        PMID: 33577785      PMCID: PMC8044053          DOI: 10.1016/j.ccell.2021.01.006

Source DB:  PubMed          Journal:  Cancer Cell        ISSN: 1535-6108            Impact factor:   31.743


  137 in total

1.  Sparse non-negative matrix factorizations via alternating non-negativity-constrained least squares for microarray data analysis.

Authors:  Hyunsoo Kim; Haesun Park
Journal:  Bioinformatics       Date:  2007-05-05       Impact factor: 6.937

2.  A flexible R package for nonnegative matrix factorization.

Authors:  Renaud Gaujoux; Cathal Seoighe
Journal:  BMC Bioinformatics       Date:  2010-07-02       Impact factor: 3.169

3.  Improved quality control processing of peptide-centric LC-MS proteomics data.

Authors:  Melissa M Matzke; Katrina M Waters; Thomas O Metz; Jon M Jacobs; Amy C Sims; Ralph S Baric; Joel G Pounds; Bobbie-Jo M Webb-Robertson
Journal:  Bioinformatics       Date:  2011-08-18       Impact factor: 6.937

4.  HTSeq--a Python framework to work with high-throughput sequencing data.

Authors:  Simon Anders; Paul Theodor Pyl; Wolfgang Huber
Journal:  Bioinformatics       Date:  2014-09-25       Impact factor: 6.937

5.  Determining cell type abundance and expression from bulk tissues with digital cytometry.

Authors:  Aaron M Newman; Chloé B Steen; Chih Long Liu; Andrew J Gentles; Aadel A Chaudhuri; Florian Scherer; Michael S Khodadoust; Mohammad S Esfahani; Bogdan A Luca; David Steiner; Maximilian Diehn; Ash A Alizadeh
Journal:  Nat Biotechnol       Date:  2019-05-06       Impact factor: 54.908

6.  LINCS Data Portal 2.0: next generation access point for perturbation-response signatures.

Authors:  Vasileios Stathias; John Turner; Amar Koleti; Dusica Vidovic; Daniel Cooper; Mehdi Fazel-Najafabadi; Marcin Pilarczyk; Raymond Terryn; Caty Chung; Afoma Umeano; Daniel J B Clarke; Alexander Lachmann; John Erol Evangelista; Avi Ma'ayan; Mario Medvedovic; Stephan C Schürer
Journal:  Nucleic Acids Res       Date:  2020-01-08       Impact factor: 16.971

7.  Comprehensive genomic characterization defines human glioblastoma genes and core pathways.

Authors: 
Journal:  Nature       Date:  2008-09-04       Impact factor: 49.962

8.  Fast and accurate short read alignment with Burrows-Wheeler transform.

Authors:  Heng Li; Richard Durbin
Journal:  Bioinformatics       Date:  2009-05-18       Impact factor: 6.937

9.  DELLY: structural variant discovery by integrated paired-end and split-read analysis.

Authors:  Tobias Rausch; Thomas Zichner; Andreas Schlattl; Adrian M Stütz; Vladimir Benes; Jan O Korbel
Journal:  Bioinformatics       Date:  2012-09-15       Impact factor: 6.937

10.  Driver Fusions and Their Implications in the Development and Treatment of Human Cancers.

Authors:  Qingsong Gao; Wen-Wei Liang; Steven M Foltz; Gnanavel Mutharasu; Reyka G Jayasinghe; Song Cao; Wen-Wei Liao; Sheila M Reynolds; Matthew A Wyczalkowski; Lijun Yao; Lihua Yu; Sam Q Sun; Ken Chen; Alexander J Lazar; Ryan C Fields; Michael C Wendl; Brian A Van Tine; Ravi Vij; Feng Chen; Matti Nykter; Ilya Shmulevich; Li Ding
Journal:  Cell Rep       Date:  2018-04-03       Impact factor: 9.423

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  64 in total

Review 1.  Cancer proteogenomics: current impact and future prospects.

Authors:  D R Mani; Karsten Krug; Bing Zhang; Shankha Satpathy; Karl R Clauser; Li Ding; Matthew Ellis; Michael A Gillette; Steven A Carr
Journal:  Nat Rev Cancer       Date:  2022-03-02       Impact factor: 60.716

Review 2.  Methodological Approaches for Assessing Metabolomic Changes in Glioblastomas.

Authors:  Trang T T Nguyen; Enyuan Shang; Mike-Andrew Westhoff; Georg Karpel-Massler; Markus D Siegelin
Journal:  Methods Mol Biol       Date:  2022

Review 3.  Nano-omics: nanotechnology-based multidimensional harvesting of the blood-circulating cancerome.

Authors:  Lois Gardner; Kostas Kostarelos; Parag Mallick; Caroline Dive; Marilena Hadjidemetriou
Journal:  Nat Rev Clin Oncol       Date:  2022-06-23       Impact factor: 65.011

Review 4.  Phosphoproteomics: a valuable tool for uncovering molecular signaling in cancer cells.

Authors:  Jacqueline S Gerritsen; Forest M White
Journal:  Expert Rev Proteomics       Date:  2021-09-16       Impact factor: 4.250

5.  Proteogenomic characterization of pancreatic ductal adenocarcinoma.

Authors:  Liwei Cao; Chen Huang; Daniel Cui Zhou; Yingwei Hu; T Mamie Lih; Sara R Savage; Karsten Krug; David J Clark; Michael Schnaubelt; Lijun Chen; Felipe da Veiga Leprevost; Rodrigo Vargas Eguez; Weiming Yang; Jianbo Pan; Bo Wen; Yongchao Dou; Wen Jiang; Yuxing Liao; Zhiao Shi; Nadezhda V Terekhanova; Song Cao; Rita Jui-Hsien Lu; Yize Li; Ruiyang Liu; Houxiang Zhu; Peter Ronning; Yige Wu; Matthew A Wyczalkowski; Hariharan Easwaran; Ludmila Danilova; Arvind Singh Mer; Seungyeul Yoo; Joshua M Wang; Wenke Liu; Benjamin Haibe-Kains; Mathangi Thiagarajan; Scott D Jewell; Galen Hostetter; Chelsea J Newton; Qing Kay Li; Michael H Roehrl; David Fenyö; Pei Wang; Alexey I Nesvizhskii; D R Mani; Gilbert S Omenn; Emily S Boja; Mehdi Mesri; Ana I Robles; Henry Rodriguez; Oliver F Bathe; Daniel W Chan; Ralph H Hruban; Li Ding; Bing Zhang; Hui Zhang
Journal:  Cell       Date:  2021-09-16       Impact factor: 66.850

6.  Network-based identification of key master regulators associated with an immune-silent cancer phenotype.

Authors:  Raghvendra Mall; Mohamad Saad; Jessica Roelands; Darawan Rinchai; Khalid Kunji; Hossam Almeer; Wouter Hendrickx; Francesco M Marincola; Michele Ceccarelli; Davide Bedognetti
Journal:  Brief Bioinform       Date:  2021-11-05       Impact factor: 11.622

Review 7.  Altered Metabolism in Glioblastoma: Myeloid-Derived Suppressor Cell (MDSC) Fitness and Tumor-Infiltrating Lymphocyte (TIL) Dysfunction.

Authors:  Natalia Di Ianni; Silvia Musio; Serena Pellegatta
Journal:  Int J Mol Sci       Date:  2021-04-24       Impact factor: 5.923

Review 8.  Histological Studies of the Ventricular-Subventricular Zone as Neural Stem Cell and Glioma Stem Cell Niche.

Authors:  Asa A Brockman; Bret C Mobley; Rebecca A Ihrie
Journal:  J Histochem Cytochem       Date:  2021-07-26       Impact factor: 2.479

Review 9.  Imaging-Genomics in Glioblastoma: Combining Molecular and Imaging Signatures.

Authors:  Dongming Liu; Jiu Chen; Xinhua Hu; Kun Yang; Yong Liu; Guanjie Hu; Honglin Ge; Wenbin Zhang; Hongyi Liu
Journal:  Front Oncol       Date:  2021-07-06       Impact factor: 6.244

10.  A proteogenomic portrait of lung squamous cell carcinoma.

Authors:  Shankha Satpathy; Karsten Krug; Pierre M Jean Beltran; Sara R Savage; Francesca Petralia; Chandan Kumar-Sinha; Yongchao Dou; Boris Reva; M Harry Kane; Shayan C Avanessian; Suhas V Vasaikar; Azra Krek; Jonathan T Lei; Eric J Jaehnig; Tatiana Omelchenko; Yifat Geffen; Erik J Bergstrom; Vasileios Stathias; Karen E Christianson; David I Heiman; Marcin P Cieslik; Song Cao; Xiaoyu Song; Jiayi Ji; Wenke Liu; Kai Li; Bo Wen; Yize Li; Zeynep H Gümüş; Myvizhi Esai Selvan; Rama Soundararajan; Tanvi H Visal; Maria G Raso; Edwin Roger Parra; Özgün Babur; Pankaj Vats; Shankara Anand; Tobias Schraink; MacIntosh Cornwell; Fernanda Martins Rodrigues; Houxiang Zhu; Chia-Kuei Mo; Yuping Zhang; Felipe da Veiga Leprevost; Chen Huang; Arul M Chinnaiyan; Matthew A Wyczalkowski; Gilbert S Omenn; Chelsea J Newton; Stephan Schurer; Kelly V Ruggles; David Fenyö; Scott D Jewell; Mathangi Thiagarajan; Mehdi Mesri; Henry Rodriguez; Sendurai A Mani; Namrata D Udeshi; Gad Getz; James Suh; Qing Kay Li; Galen Hostetter; Paul K Paik; Saravana M Dhanasekaran; Ramaswamy Govindan; Li Ding; Ana I Robles; Karl R Clauser; Alexey I Nesvizhskii; Pei Wang; Steven A Carr; Bing Zhang; D R Mani; Michael A Gillette
Journal:  Cell       Date:  2021-08-05       Impact factor: 66.850

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