Immune profile and mitotic index of metastatic melanoma lesions enhance clinical staging in predicting patient survival

被引:309
作者
Bogunovic, Dusan [1 ,2 ]
O'Neill, David W. [1 ,2 ]
Belitskaya-Levy, Ilana [1 ]
Vacic, Vladimir [3 ]
Yu, Yi-Lo [1 ,4 ]
Adams, Sylvia [1 ]
Darvishian, Farbod [1 ,2 ]
Berman, Russell [1 ]
Shapiro, Richard [1 ]
Pavlick, Anna C. [1 ]
Lonardi, Stefano [3 ]
Zavadil, Jiri [1 ,2 ,5 ]
Osman, Iman [1 ]
Bhardwaj, Nina [1 ,2 ]
机构
[1] NYU, Inst Canc, Langone Med Ctr, New York, NY 10016 USA
[2] NYU, Dept Pathol, Langone Med Ctr, New York, NY 10016 USA
[3] Univ Calif Riverside, Dept Comp Sci & Engn, Riverside, CA 92507 USA
[4] Univ Minnesota, Sch Med, Minneapolis, MN 55455 USA
[5] NYU, Ctr Hlth Informat & Bioinformat, Langone Med Ctr, New York, NY 10016 USA
基金
美国国家科学基金会; 美国国家卫生研究院;
关键词
gene expression analysis; immune response; TNM staging; tumor infiltrating leukocytes; TUMOR-INFILTRATING LYMPHOCYTES; GENE-EXPRESSION SIGNATURES; PRIMARY CUTANEOUS MELANOMA; VERTICAL GROWTH-PHASE; MOLECULAR CLASSIFICATION; TARGETED THERAPY; CANCER; PROGNOSIS; CELLS; PROGRESSION;
D O I
10.1073/pnas.0905139106
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
Although remission rates for metastatic melanoma are generally very poor, some patients can survive for prolonged periods following metastasis. We used gene expression profiling, mitotic index (MI), and quantification of tumor infiltrating leukocytes (TILs) and CD3+ cells in metastatic lesions to search for a molecular basis for this observation and to develop improved methods for predicting patient survival. We identified a group of 266 genes associated with postrecurrence survival. Genes positively associated with survival were predominantly immune response related (e. g., ICOS, CD3d, ZAP70, TRAT1, TARP, GZMK, LCK, CD2, CXCL13, CCL19, CCR7, VCAM1) while genes negatively associated with survival were cell proliferation related (e. g., PDE4D, CDK2, GREF1, NUSAP1, SPC24). Furthermore, any of the 4 parameters (prevalidated gene expression signature, TILs, CD3, and in particular MI) improved the ability of Tumor, Node, Metastasis (TNM) staging to predict postrecurrence survival; MI was the most significant contributor (HR = 2.13, P = 0.0008). An immune response gene expression signature and presence of TILs and CD3+ cells signify immune surveillance as a mechanism for prolonged survival in these patients and indicate improved patient subcategorization beyond current TNM staging.
引用
收藏
页码:20429 / 20434
页数:6
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