Papillary thyroid carcinoma with a high tumor mutation burden has a poor prognosis

被引:20
作者
Xie, Zhenyu [1 ]
Li, Xin [1 ]
Lun, Yu [1 ]
He, Yuzhen [1 ]
Wu, Song [1 ]
Wang, Shiyue [1 ]
Sun, Jianjian [1 ]
He, Yuchen [1 ]
Xin, Shijie [1 ]
Zhang, Jian [1 ]
机构
[1] China Med Univ, Hosp 1, Dept Vasc & Thyroid Surg, Shenyang, Peoples R China
基金
中国国家自然科学基金;
关键词
Papillary thyroid carcinoma (PTC); Tumor mutation burden (TMB); Immune infiltration; Immunotherapy; Prognosis; BRAF V600E MUTATION; CANCER INCIDENCE; CTLA-4; BLOCKADE; RAS MUTATIONS; UNITED-STATES; FOLLOW-UP; RECURRENCE; SURVEILLANCE; ASSOCIATION; MECHANISMS;
D O I
10.1016/j.intimp.2020.107090
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
Background: Tumor mutation burden (TMB) as a prognostic marker for immunotherapy has shown prognostic value in many cancers. However, there is no systematic investigation on TMB in papillary thyroid carcinoma (PTC). Methods: Based on the somatic mutation data of 487 PTC patients from The Cancer Genome Atlas (TCGA), TMB was calculated, and we classified the samples into high-TMB (H-TMB) and low-TMB (L-TMB) groups. Bioinformatics methods were used to explore the characteristics and potential mechanism of TMB in PTC. Results: High TMB predicts shorter progression-free survival (PFS) (P < 0.001). TMB was positively correlated with age, stage, tumor size, metastasis, the male sex and tall cell PTC. Compared to the L-TMB group, the H-TMB group presented with lower immune cell infiltration, a higher proportion of tumor-promoting immune cells (M0 macrophages, activated dendritic cells and monocytes) and a lower proportion of antitumor immune cells (M1 macrophages, CD8(+) T cells and B cells). Additionally, the characteristics displayed by different TMB groups were not driven by critical driver mutations such as BRAF and RAS. Conclusions: PTC patients with high TMB have a worse prognosis. By stratifying PTC patients according to their TMB, advanced PTC patients who are candidates for immunotherapy could be selected.y
引用
收藏
页数:11
相关论文
共 68 条
[1]   Effectiveness of chemotherapy in advanced differentiated thyroid cancer: a systematic review [J].
Albero, Ana ;
Ester Lopez, Juliana ;
Torres, Alberto ;
de la Cruz, Luis ;
Martin, Tomas .
ENDOCRINE-RELATED CANCER, 2016, 23 (02) :R71-R84
[2]   The BRAF V600E mutation in papillary thyroid cancer with positive or suspected pre-surgical cytological finding is not associated with advanced stages or worse prognosis [J].
Barbaro, Daniele ;
Incensati, Roberto Mario ;
Materazzi, Gabriele ;
Boni, Giuseppe ;
Grosso, Mariano ;
Panicucci, Erica ;
Lapi, Paola ;
Pasquini, Cristina ;
Miccoli, Paolo .
ENDOCRINE, 2014, 45 (03) :462-468
[3]   Systematic RNA interference reveals that oncogenic KRAS-driven cancers require TBK1 [J].
Barbie, David A. ;
Tamayo, Pablo ;
Boehm, Jesse S. ;
Kim, So Young ;
Moody, Susan E. ;
Dunn, Ian F. ;
Schinzel, Anna C. ;
Sandy, Peter ;
Meylan, Etienne ;
Scholl, Claudia ;
Froehling, Stefan ;
Chan, Edmond M. ;
Sos, Martin L. ;
Michel, Kathrin ;
Mermel, Craig ;
Silver, Serena J. ;
Weir, Barbara A. ;
Reiling, Jan H. ;
Sheng, Qing ;
Gupta, Piyush B. ;
Wadlow, Raymond C. ;
Le, Hanh ;
Hoersch, Sebastian ;
Wittner, Ben S. ;
Ramaswamy, Sridhar ;
Livingston, David M. ;
Sabatini, David M. ;
Meyerson, Matthew ;
Thomas, Roman K. ;
Lander, Eric S. ;
Mesirov, Jill P. ;
Root, David E. ;
Gilliland, D. Gary ;
Jacks, Tyler ;
Hahn, William C. .
NATURE, 2009, 462 (7269) :108-U122
[4]   Spatiotemporal Dynamics of Intratumoral Immune Cells Reveal the Immune Landscape in Human Cancer [J].
Bindea, Gabriela ;
Mlecnik, Bernhard ;
Tosolini, Marie ;
Kirilovsky, Amos ;
Waldner, Maximilian ;
Obenauf, Anna C. ;
Angell, Helen ;
Fredriksen, Tessa ;
Lafontaine, Lucie ;
Berger, Anne ;
Bruneval, Patrick ;
Fridman, Wolf Herman ;
Becker, Christoph ;
Pages, Franck ;
Speicher, Michael R. ;
Trajanoski, Zlatko ;
Galon, Jerome .
IMMUNITY, 2013, 39 (04) :782-795
[5]   Prognostic role of tumor mutation burden in hepatocellular carcinoma after radical hepatectomy [J].
Cai, Huayong ;
Zhang, Yu ;
Zhang, Haoyun ;
Cui, Chao ;
Li, Chonghui ;
Lu, Shichun .
JOURNAL OF SURGICAL ONCOLOGY, 2020, 121 (06) :1007-1014
[6]   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
[7]   Thyroid Cancer [J].
Carling, Tobias ;
Udelsman, Robert .
ANNUAL REVIEW OF MEDICINE, VOL 65, 2014, 65 :125-137
[8]   Analysis of 100,000 human cancer genomes reveals the landscape of tumor mutational burden [J].
Chalmers, Zachary R. ;
Connelly, Caitlin F. ;
Fabrizio, David ;
Gay, Laurie ;
Ali, Siraj M. ;
Ennis, Riley ;
Schrock, Alexa ;
Campbell, Brittany ;
Shlien, Adam ;
Chmielecki, Juliann ;
Huang, Franklin ;
He, Yuting ;
Sun, James ;
Tabori, Uri ;
Kennedy, Mark ;
Lieber, Daniel S. ;
Roels, Steven ;
White, Jared ;
Otto, Geoffrey A. ;
Ross, Jeffrey S. ;
Garraway, Levi ;
Miller, Vincent A. ;
Stephens, Phillip J. ;
Frampton, Garrett M. .
GENOME MEDICINE, 2017, 9
[9]   Development of tumor mutation burden as an immunotherapy biomarker: utility for the oncology clinic [J].
Chan, T. A. ;
Yarchoan, M. ;
Jaffee, E. ;
Swanton, C. ;
Quezada, S. A. ;
Stenzinger, A. ;
Peters, S. .
ANNALS OF ONCOLOGY, 2019, 30 (01) :44-56
[10]   AMERICAN ASSOCIATION OF CLINICAL ENDOCRINOLOGISTS AND AMERICAN COLLEGE OF ENDOCRINOLOGY DISEASE STATE CLINICAL REVIEW: THE INCREASING INCIDENCE OF THYRIOD CANCER [J].
Davies, Louise ;
Morris, Luc G. T. ;
Haymart, Megan ;
Chen, Amy Y. ;
Goldenberg, David ;
Morris, John ;
Ogilvie, Jennifer B. ;
Terris, David J. ;
Netterville, James ;
Wong, Richard J. ;
Randolph, Gregory .
ENDOCRINE PRACTICE, 2015, 21 (06) :686-696