Multi-omics dataset to decipher the complexity of drug resistance in diffuse large B-cell lymphoma

被引:27
作者
Fornecker, Luc-Matthieu [1 ,2 ,3 ,4 ]
Muller, Leslie [2 ]
Bertrand, Frederic [5 ]
Paul, Nicodeme [4 ,6 ,7 ]
Pichot, Angelique [4 ,6 ,7 ]
Herbrecht, Raoul [1 ,3 ,4 ]
Chenard, Marie-Pierre [4 ,8 ]
Mauvieux, Laurent [3 ,4 ,9 ]
Vallat, Laurent [3 ,4 ,9 ]
Bahram, Seiamak [4 ,6 ,7 ]
Cianferani, Sarah [2 ,7 ]
Carapito, Raphael [4 ,6 ,7 ]
Carapito, Christine [2 ,7 ]
机构
[1] Hop Univ Strasbourg, Pole Oncol & Hematol, Strasbourg, France
[2] Univ Strasbourg, Lab Spectrometrie Masse BioOrgan LSMBO, IPHC, CNRS,UMR 7178, Strasbourg, France
[3] Univ Strasbourg, IRFAC, INSERM, UMR S1113, Strasbourg, France
[4] Federat Med Translat Strasbourg FMTS, Strasbourg, France
[5] Univ Strasbourg, LabEx Inst Rech Math Ses Interact & Applicat, Inst Rech Math Avancee, CNRS,UMR 7501, Strasbourg, France
[6] INSERM, Lab ImmunoRhumatol Mol, Plateforme GENOMAX, Fac Med,UMR S1109, Strasbourg, France
[7] Univ Strasbourg, Federat Hosp Univ OMICARE, Strasbourg, France
[8] Hop Univ Strasbourg, Dept Pathol, Strasbourg, France
[9] Hop Univ Strasbourg, Lab Hematol, Strasbourg, France
关键词
TUMOR MICROENVIRONMENT; CANCER CELLS; T-CELL; CLASSIFICATION; PROTEOMICS; COAGULATION; INHIBITION;
D O I
10.1038/s41598-018-37273-4
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The prognosis of patients with relapsed/refractory (R/R) diffuse large B-cell lymphoma (DLBCL) remains unsatisfactory and, despite major advances in genomic studies, the biological mechanisms underlying chemoresistance are still poorly understood. We conducted for the first time a large-scale differential multi-omics investigation on DLBCL patient's samples in order to identify new biomarkers that could early identify patients at risk of R/R disease and to identify new targets that could determine chemorefractoriness. We compared a well-characterized cohort of R/R versus chemosensitive DLBCL patients by combining label-free quantitative proteomics and targeted RNA sequencing performed on the same tissues samples. The cross-section of both data levels allowed extracting a sub-list of 22 transcripts/proteins pairs whose expression levels significantly differed between the two groups of patients. In particular, we identified significant targets related to tumor metabolism (Hexokinase 3), microenvironment (IDO1, CXCL13), cancer cells proliferation, migration and invasion (S100 proteins) or BCR signaling pathway (CD79B). Overall, this study revealed several extremely promising biomarker candidates related to DLBCL chemorefractoriness and highlighted some new potential therapeutic drug targets. The complete datasets have been made publically available and should constitute a valuable resource for the future research.
引用
收藏
页数:9
相关论文
共 44 条
  • [21] Tumor microenvironment: Sanctuary of the devil
    Hui, Lanlan
    Chen, Ye
    [J]. CANCER LETTERS, 2015, 368 (01) : 7 - 13
  • [22] Comprehensive evaluation of AmpliSeq transcriptome, a novel targeted whole transcriptome RNA sequencing methodology for global gene expression analysis
    Li, Wenli
    Turner, Amy
    Aggarwal, Praful
    Matter, Andrea
    Storvick, Erin
    Arnett, Donna K.
    Broeckel, Ulrich
    [J]. BMC GENOMICS, 2015, 16
  • [23] Activation of blood coagulation in cancer: implications for tumour progression
    Lima, Luize G.
    Monteiro, Robson Q.
    [J]. BIOSCIENCE REPORTS, 2013, 33 : 701 - 710
  • [24] Identification of differentially expressed proteins in chemotherapy-sensitive and chemotherapy-resistant diffuse large B cell lymphoma by proteomic methods
    Liu, Yiping
    Zeng, Liang
    Zhang, Shusheng
    Zeng, Shan
    Huang, Jin
    Tang, Youhong
    Zhong, Meizuo
    [J]. MEDICAL ONCOLOGY, 2013, 30 (02)
  • [25] Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2
    Love, Michael I.
    Huber, Wolfgang
    Anders, Simon
    [J]. GENOME BIOLOGY, 2014, 15 (12):
  • [26] Accurate Classification of Germinal Center B-Cell-Like/Activated B-Cell-Like Diffuse Large B-Cell Lymphoma Using a Simple and Rapid Reverse Transcriptase-Multiplex Ligation-Dependent Probe Amplification Assay A CALYM Study
    Mareschal, Sylvain
    Ruminy, Philippe
    Bagacean, Cristina
    Marchand, Vinciane
    Cornic, Marie
    Jais, Jean-Philippe
    Figeac, Martin
    Picquenot, Jean-Michel
    Molina, Thierry Jo
    Fest, Thierry
    Salles, Gilles
    Haioun, Corinne
    Leroy, Karen
    Tilly, Herve
    Jardin, Fabrice
    [J]. JOURNAL OF MOLECULAR DIAGNOSTICS, 2015, 17 (03) : 273 - 283
  • [27] PANTHER version 11: expanded annotation data from Gene Ontology and Reactome pathways, and data analysis tool enhancements
    Mi, Huaiyu
    Huang, Xiaosong
    Muruganujan, Anushya
    Tang, Haiming
    Mills, Caitlin
    Kang, Diane
    Thomas, Paul D.
    [J]. NUCLEIC ACIDS RESEARCH, 2017, 45 (D1) : D183 - D189
  • [28] Genetic Landscapes of Relapsed and Refractory Diffuse Large B-Cell Lymphomas
    Morin, Ryan D.
    Assouline, Sarit
    Alcaide, Miguel
    Mohajeri, Arezoo
    Johnston, Rebecca L.
    Chong, Lauren
    Grewal, Jasleen
    Yu, Stephen
    Fornika, Daniel
    Bushell, Kevin
    Nielsen, Torsten Holm
    Petrogiannis-Haliotis, Tina
    Crump, Michael
    Tosikyan, Axel
    Grande, Bruno M.
    MacDonald, David
    Rousseau, Caroline
    Bayat, Maryam
    Sesques, Pierre
    Froment, Remi
    Albuquerque, Marco
    Monczak, Yury
    Oros, Kathleen Klein
    Greenwood, Celia
    Riazalhosseini, Yasser
    Arseneault, Madeleine
    Camlioglu, Errol
    Constantin, Andre
    Pan-Hammarstrom, Qiang
    Peng, Roujun
    Mann, Koren K.
    Johnson, Nathalie A.
    [J]. CLINICAL CANCER RESEARCH, 2016, 22 (09) : 2290 - 2300
  • [29] Benchmarking sample preparation/digestion protocols reveals tube-gel being a fast and repeatable method for quantitative proteomics
    Muller, Leslie
    Fornecker, Luc
    Van Dorsselaer, Alain
    Cianferani, Sarah
    Carapito, Christine
    [J]. PROTEOMICS, 2016, 16 (23) : 2953 - 2961
  • [30] Indoleamine 2,3-dioxygenase in tumor tissue indicates prognosis in patients with diffuse large B-cell lymphoma treated with R-CHOP
    Ninomiya, Soranobu
    Hara, Takeshi
    Tsurumi, Hisashi
    Hoshi, Masato
    Kanemura, Nobuhiro
    Goto, Naoe
    Kasahara, Senji
    Shimizu, Masahito
    Ito, Hiroyasu
    Saito, Kuniaki
    Hirose, Yoshinobu
    Yamada, Tetsuya
    Takahashi, Takeshi
    Seishima, Mitsuru
    Takami, Tsuyoshi
    Moriwaki, Hisataka
    [J]. ANNALS OF HEMATOLOGY, 2011, 90 (04) : 409 - 416