Dissecting heterogeneity in malignant pleural mesothelioma through histo-molecular gradients for clinical applications

被引:135
作者
Blum, Yuna [1 ]
Meiller, Clement [2 ,3 ]
Quetel, Lisa [2 ,3 ]
Elarouci, Nabila [1 ]
Ayadi, Mira [1 ]
Tashtanbaeva, Danisa [2 ,3 ]
Armenoult, Lucile [1 ]
Montagne, Francois [2 ,3 ,4 ,5 ,13 ]
Tranchant, Robin [2 ,3 ,14 ]
Renier, Annie [2 ,3 ]
de Koning, Leanne [6 ]
Copin, Marie-Christine [5 ,7 ]
Hofman, Paul [8 ,9 ,10 ]
Hofman, Veronique [8 ,9 ,10 ]
Porte, Henri [4 ,5 ]
Le Pimpec-Barthes, Francoise [2 ,3 ,11 ,12 ]
Zucman-Rossi, Jessica [2 ,3 ]
Jaurand, Marie-Claude [2 ,3 ]
de Reynies, Aurelien [1 ]
Jean, Didier [2 ,3 ]
机构
[1] Ligue Natl Canc, Programme Cartes Identite Tumeurs CIT, F-75013 Paris, France
[2] Sorbonne Univ, Ctr Rech Cordeliers, Inserm, UMRS 1138, F-75006 Paris, France
[3] Univ Paris 13, Labex Immuno Oncol, Univ Paris Diderot, Funct Genom Solid Tumors,USPC,Univ Paris Descarte, F-75000 Paris, France
[4] CHRU Lille, Hop Calmette, Serv Chirurg Thorac, F-59000 Lille, France
[5] Univ Lille, F-59045 Lille, France
[6] PSL Res Univ, Inst Curie, Translat Res Dept, F-75005 Paris, France
[7] CHRU Lille, Ctr Biol Pathol, Inst Pathol, F-59037 Lille, France
[8] CHRU Nice, LPCE, F-06003 Nice, France
[9] CHRU Nice, Biobanque BB 0033 00025, F-06003 Nice, France
[10] Univ Cote dAzur, F-06108 Nice, France
[11] Hop Europeen Georges Pompidou, AP HP, F-75015 Paris, France
[12] Hop Europeen Georges Pompidou, Dept Chirurg Thorac, F-75015 Paris, France
[13] CHU Rouen, Serv Chirurg Gen & Thorac, F-76000 Rouen, France
[14] PSL Res Univ, ESPCI Paris, Lab Biochim LBC, CNRS Chim Biol Innovat UMR8231, F-75005 Paris, France
关键词
TUMOR PURITY; CANCER; IDENTIFICATION; MUTATIONS; PROGNOSIS; HYPERMETHYLATION; CLASSIFICATION; PHENOTYPE; DISCOVERY; INSIGHTS;
D O I
10.1038/s41467-019-09307-6
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
Malignant pleural mesothelioma (MPM) is recognized as heterogeneous based both on histology and molecular profiling. Histology addresses inter-tumor and intra-tumor heterogeneity in MPM and describes three major types: epithelioid, sarcomatoid and biphasic, a combination of the former two types. Molecular profiling studies have not addressed intra-tumor heterogeneity in MPM to date. Here, we use a deconvolution approach and show that molecular gradients shed new light on the intra-tumor heterogeneity of MPM, leading to a reconsideration of MPM molecular classifications. We show that each tumor can be decomposed as a combination of epithelioid-like and sarcomatoid-like components whose proportions are highly associated with the prognosis. Moreover, we show that this more subtle way of characterizing MPM heterogeneity provides a better understanding of the underlying oncogenic pathways and the related epigenetic regulation and immune and stromal contexts. We discuss the implications of these findings for guiding therapeutic strategies, particularly immunotherapies and targeted therapies.
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页数:12
相关论文
共 58 条
  • [1] Barturen G., 2014, Methods Next Generation Sequencing, V1, P21, DOI [DOI 10.2478/MNGS-2014-0001, 10.2478/mngs-2014-0001]
  • [2] Immune and Stromal Classification of Colorectal Cancer Is Associated with Molecular Subtypes and Relevant for Precision Immunotherapy
    Becht, Etienne
    de Reynies, Aurelien
    Giraldo, Nicolas A.
    Pilati, Camilla
    Buttard, Benedicte
    Lacroix, Laetitia
    Selves, Janick
    Sautes-Fridman, Catherine
    Laurent-Puig, Pierre
    Fridman, Wolf Herman
    [J]. CLINICAL CANCER RESEARCH, 2016, 22 (16) : 4057 - 4066
  • [3] Immunohistochemistry and Molecular Diagnostics of Pleural Malignant Mesothelioma
    Betta, Pier-Giacomo
    Magnani, Corrado
    Bensi, Thea
    Trincheri, Nicol Francesca
    Orecchia, Sara
    [J]. ARCHIVES OF PATHOLOGY & LABORATORY MEDICINE, 2012, 136 (03) : 253 - 261
  • [4] Stem Cell Factor-Based Identification and Functional Properties of In Vitro-Selected Subpopulations of Malignant Mesothelioma Cells
    Blum, Walter
    Pecze, Laszlo
    Felley-Bosco, Emanuela
    Wu, Licun
    de Perrot, Marc
    Schwaller, Beat
    [J]. STEM CELL REPORTS, 2017, 8 (04): : 1005 - 1017
  • [5] Broad Institute TCGA Genome Data Analysis Center, 2015, AN READ STAND TCGA D, DOI [10.7908/C1251HBG, DOI 10.7908/C1251HBG]
  • [6] Comprehensive genomic analysis of malignant pleural mesothelioma identifies recurrent mutations, gene fusions and splicing alterations
    Bueno, Raphael
    Stawiski, Eric W.
    Goldstein, Leonard D.
    Durinck, Steffen
    De Rienzo, Assunta
    Modrusan, Zora
    Gnad, Florian
    Nguyen, Thong T.
    Jaiswal, Bijay S.
    Chirieac, Lucian R.
    Sciaranghella, Daniele
    Dao, Nhien
    Gustafson, Corinne E.
    Munir, Kiara J.
    Hackney, Jason A.
    Chaudhuri, Amitabha
    Gupta, Ravi
    Guillory, Joseph
    Toy, Karen
    Ha, Connie
    Chen, Ying-Jiun
    Stinson, Jeremy
    Chaudhuri, Subhra
    Zhang, Na
    Wu, Thomas D.
    Sugarbaker, David J.
    de Sauvage, Frederic J.
    Richards, William G.
    Seshagiri, Somasekar
    [J]. NATURE GENETICS, 2016, 48 (04) : 407 - +
  • [7] Evaluation of statistical methods for normalization and differential expression in mRNA-Seq experiments
    Bullard, James H.
    Purdom, Elizabeth
    Hansen, Kasper D.
    Dudoit, Sandrine
    [J]. BMC BIOINFORMATICS, 2010, 11
  • [8] Cappellesso R., 2018, ONCOTARGET, V9, P17300, DOI [10.18632/oncotarget.24644, DOI 10.18632/ONCOTARGET.24644]
  • [9] The cBio Cancer Genomics Portal: An Open Platform for Exploring Multidimensional Cancer Genomics Data
    Cerami, Ethan
    Gao, Jianjiong
    Dogrusoz, Ugur
    Gross, Benjamin E.
    Sumer, Selcuk Onur
    Aksoy, Buelent Arman
    Jacobsen, Anders
    Byrne, Caitlin J.
    Heuer, Michael L.
    Larsson, Erik
    Antipin, Yevgeniy
    Reva, Boris
    Goldberg, Arthur P.
    Sander, Chris
    Schultz, Nikolaus
    [J]. CANCER DISCOVERY, 2012, 2 (05) : 401 - 404
  • [10] miRTarBase 2016: updates to the experimentally validated miRNA-target interactions database
    Chou, Chih-Hung
    Chang, Nai-Wen
    Shrestha, Sirjana
    Hsu, Sheng-Da
    Lin, Yu-Ling
    Lee, Wei-Hsiang
    Yang, Chi-Dung
    Hong, Hsiao-Chin
    Wei, Ting-Yen
    Tu, Siang-Jyun
    Tsai, Tzi-Ren
    Ho, Shu-Yi
    Jian, Ting-Yan
    Wu, Hsin-Yi
    Chen, Pin-Rong
    Lin, Nai-Chieh
    Huang, Hsin-Tzu
    Yang, Tzu-Ling
    Pai, Chung-Yuan
    Tai, Chun-San
    Chen, Wen-Liang
    Huang, Chia-Yen
    Liu, Chun-Chi
    Weng, Shun-Long
    Liao, Kuang-Wen
    Hsu, Wen-Lian
    Huang, Hsien-Da
    [J]. NUCLEIC ACIDS RESEARCH, 2016, 44 (D1) : D239 - D247