Tumor Mutation Burden as a Biomarker in Resected Non-Small-Cell Lung Cancer

被引:240
作者
Devarakonda, Siddhartha [1 ,2 ]
Rotolo, Federico [4 ,5 ]
Tsao, Ming-Sound [7 ,8 ]
Lanc, Irena [1 ]
Brambilla, Elisabeth [6 ]
Masood, Ashiq [3 ]
Olaussen, Ken A. [4 ,5 ]
Fulton, Robert [1 ]
Sakashita, Shingo [7 ,8 ]
McLeer-Florin, Anne [6 ]
Ding, Keyue [9 ]
Le Teuff, Gwenael [4 ,5 ]
Shepherd, Frances A. [7 ,8 ]
Pignon, Jean-Pierre [4 ,5 ]
Graziano, Stephen L. [10 ]
Kratzke, Robert [11 ]
Soria, Jean-Charles [5 ]
Seymour, Lesley [9 ]
Govindan, Ramaswamy [1 ,2 ]
Michiels, Stefan [4 ,5 ]
机构
[1] Washington Univ, Sch Med, St Louis, MO USA
[2] Siteman Canc Ctr, St Louis, MO USA
[3] Univ Missouri, Kansas City, MO 64110 USA
[4] Univ Paris Saclay, Paris, France
[5] Gustave Roussy Canc Campus, Villejuif, France
[6] CHU Grenoble, La Tronche, France
[7] Princess Margaret Canc Ctr, Toronto, ON, Canada
[8] Univ Toronto, Toronto, ON, Canada
[9] Queens Univ Kingston, Kingston, ON, Canada
[10] SUNY Upstate Med Univ, Syracuse, NY 13210 USA
[11] Univ Minnesota, Sch Med, Minneapolis, MN 55455 USA
关键词
ADJUVANT CHEMOTHERAPY; POOLED ANALYSIS; TP53; MUTATIONS; COLON-CANCER; CISPLATIN; SENSITIVITY; LANDSCAPE; CARCINOMA; RESISTANCE; BLOCKADE;
D O I
10.1200/JCO.2018.78.1963
中图分类号
R73 [肿瘤学];
学科分类号
100214 [肿瘤学];
摘要
PurposeThe survival benefit with adjuvant chemotherapy for patients with resected stage II-III non-small-cell lung cancer (NSCLC) is modest. Efforts to develop prognostic or predictive biomarkers in these patients have not yielded clinically useful tests. We report findings from the Lung Adjuvant Cisplatin Evaluation (LACE)-Bio-II study, in which we analyzed next-generation sequencing and long-term outcomes data from > 900 patients with early-stage NSCLC treated prospectively in adjuvant landmark clinical trials. We used a targeted gene panel to assess the prognostic and predictive effect of mutations in individual genes, DNA repair pathways, and tumor mutation burden (TMB).MethodsA total of 908 unmatched, formalin-fixed, paraffin-embedded, resected lung cancer tumor specimens were sequenced using a targeted panel of 1,538 genes. Stringent filtering criteria were applied to exclude germline variants and artifacts related to formalin fixation. Disease-free survival, overall survival, and lung cancerspecific survival (LCSS) were assessed in Cox models stratified by trial and adjusted for treatment, age, sex, performance score, histology, type of surgery, and stage.ResultsNonsynonymous mutations were identified in 1,515 genes in 908 tumor samples. High nonsynonymous TMB (> 8 mutations/Mb) was prognostic for favorable outcomes (ie, overall survival, disease-free survival, and LCSS) in patients with resected NSCLC. LCSS benefit with adjuvant chemotherapy was more pronounced in patients with low nonsynonymous TMBs ( 4 mutations/Mb). Presence of mutations in DNA repair pathways, tumor-infiltrating lymphocytes, TP53 alteration subtype, and intratumor heterogeneity was neither prognostic nor predictive. Statistically significant effect of mutations in individual genes was difficult to determine due to high false-discovery rates.ConclusionHigh nonsynonymous TMB was associated with a better prognosis in patients with resected NSCLC. In addition, the benefit of adjuvant chemotherapy on LCSS was more pronounced in patients with low nonsynonymous TMBs. Studies are warranted to confirm these findings.
引用
收藏
页码:2995 / +
页数:14
相关论文
共 35 条
[1]
[Anonymous], 2011, ASCO M ABSTRACTS S
[2]
Prognostic Effect of Tumor Lymphocytic Infiltration in Resectable Non-Small-Cell Lung Cancer [J].
Brambilla, Elisabeth ;
Le Teuff, Gwenael ;
Marguet, Sophie ;
Lantuejoul, Sylvie ;
Dunant, Ariane ;
Graziano, Stephen ;
Pirker, Robert ;
Douillard, Jean-Yves ;
Le Chevalier, Thierry ;
Filipits, Martin ;
Rosell, Rafael ;
Kratzke, Robert ;
Popper, Helmut ;
Soria, Jean-Charles ;
Shepherd, Frances A. ;
Seymour, Lesley ;
Tsao, Ming Sound .
JOURNAL OF CLINICAL ONCOLOGY, 2016, 34 (11) :1223-+
[3]
Randomized Phase III Trial of Vinorelbine Plus Cisplatin Compared With Observation in Completely Resected Stage IB and II Non-Small-Cell Lung Cancer: Updated Survival Analysis of JBR-10 [J].
Butts, Charles A. ;
Ding, Keyue ;
Seymour, Lesley ;
Twumasi-Ankrah, Philip ;
Graham, Barbara ;
Gandara, David ;
Johnson, David H. ;
Kesler, Kenneth A. ;
Green, Mark ;
Vincent, Mark ;
Cormier, Yvon ;
Goss, Glenwood ;
Findlay, Brian ;
Johnston, Michael ;
Tsao, Ming-Sound ;
Shepherd, Frances A. .
JOURNAL OF CLINICAL ONCOLOGY, 2010, 28 (01) :29-34
[4]
Distinct patterns of somatic genome alterations in lung adenocarcinomas and squamous cell carcinomas [J].
Campbell, Joshua D. ;
Alexandrov, Anton ;
Kim, Jaegil ;
Wala, Jeremiah ;
Berger, Alice H. ;
Pedamallu, Chandra Sekhar ;
Shukla, Sachet A. ;
Guo, Guangwu ;
Brooks, Angela N. ;
Murray, Bradley A. ;
Imielinski, Marcin ;
Hu, Xin ;
Ling, Shiyun ;
Akbani, Rehan ;
Rosenberg, Mara ;
Cibulskis, Carrie ;
Ramachandran, Aruna ;
Collisson, Eric A. ;
Kwiatkowski, David J. ;
Lawrence, Michael S. ;
Weinstein, John N. ;
Verhaak, Roel G. W. ;
Wu, Catherine J. ;
Hammerman, Peter S. ;
Cherniack, Andrew D. ;
Getz, Gad ;
Artyomov, Maxim N. ;
Schreiber, Robert ;
Govindan, Ramaswamy ;
Meyerson, Matthew .
NATURE GENETICS, 2016, 48 (06) :607-+
[5]
First-Line Nivolumab in Stage IV or Recurrent Non-Small-Cell Lung Cancer [J].
Carbone, D. P. ;
Reck, M. ;
Paz-Ares, L. ;
Creelan, B. ;
Horn, L. ;
Steins, M. ;
Felip, E. ;
van den Heuvel, M. M. ;
Ciuleanu, T. -E. ;
Badin, F. ;
Ready, N. ;
Hiltermann, T. J. N. ;
Nair, S. ;
Juergens, R. ;
Peters, S. ;
Minenza, E. ;
Wrangle, J. M. ;
Rodriguez-Abreu, D. ;
Borghaei, H. ;
Blumenschein, G. R. ;
Villaruz, L. C. ;
Havel, L. ;
Krejci, J. ;
Corral Jaime, J. ;
Chang, H. ;
Geese, W. J. ;
Bhagavatheeswaran, P. ;
Chen, A. C. ;
Socinski, M. A. .
NEW ENGLAND JOURNAL OF MEDICINE, 2017, 376 (25) :2415-2426
[6]
Clinical Relevance of Microsatellite Instability in Colorectal Cancer [J].
de la Chapelle, Albert ;
Hampel, Heather .
JOURNAL OF CLINICAL ONCOLOGY, 2010, 28 (20) :3380-3387
[7]
Adjuvant vinorelbine plus cisplatin versus observation in patients with completely resected stage IB-IIIA non-small-cell lung cancer (Adjuvant Navelbine International Trialist Association [ANITA]):: a randomised controlled trial [J].
Douillard, Jean-Yves ;
Rosell, Rafael ;
De Lena, Mario ;
Carpagnano, Francesco ;
Ramlau, Rodryg ;
Gonzales-Larriba, Jose Luis ;
Grodzki, Tornasz ;
Pereira, Jose Rodrigues ;
Le Groumellec, Alain ;
Lorusso, Vito ;
Clary, Claude ;
Torres, Antonio J. ;
Dahabreh, Jabrail ;
Souquet, Pierre-Jean ;
Astudillo, Julio ;
Fournel, Pierre ;
Artal-Cortes, Angel ;
Jassem, Jacek ;
Koubkova, Leona ;
His, Patricia ;
Riggi, Marcella ;
Hurteloup, Patrick .
LANCET ONCOLOGY, 2006, 7 (09) :719-727
[8]
FLEXIBLE REGRESSION-MODELS WITH CUBIC-SPLINES [J].
DURRLEMAN, S ;
SIMON, R .
STATISTICS IN MEDICINE, 1989, 8 (05) :551-561
[9]
Impact of Increasing Age on Cause-Specific Mortality and Morbidity in Patients With Stage I Non-Small-Cell Lung Cancer: A Competing Risks Analysis [J].
Eguchi, Takashi ;
Bains, Sarina ;
Lee, Ming-Ching ;
Tan, Kay See ;
Hristov, Boris ;
Buitrago, Daniel H. ;
Bains, Manjit S. ;
Downey, Robert J. ;
Huang, James ;
Isbell, James M. ;
Park, Bernard J. ;
Rusch, Valerie W. ;
Jones, David R. ;
Adusumilli, Prasad S. .
JOURNAL OF CLINICAL ONCOLOGY, 2017, 35 (03) :281-+
[10]
BET inhibitor resistance emerges from leukaemia stem cells [J].
Fong, Chun Yew ;
Gilan, Omer ;
Lam, Enid Y. N. ;
Rubin, Alan F. ;
Ftouni, Sarah ;
Tyler, Dean ;
Stanley, Kym ;
Sinha, Devbarna ;
Yeh, Paul ;
Morison, Jessica ;
Giotopoulos, George ;
Lugo, Dave ;
Jeffrey, Philip ;
Lee, Stanley Chun-Wei ;
Carpenter, Christopher ;
Gregory, Richard ;
Ramsay, Robert G. ;
Lane, Steven W. ;
Abdel-Wahab, Omar ;
Kouzarides, Tony ;
Johnstone, Ricky W. ;
Dawson, Sarah-Jane ;
Huntly, Brian J. P. ;
Prinjha, Rab K. ;
Papenfuss, Anthony T. ;
Dawson, Mark A. .
NATURE, 2015, 525 (7570) :538-+