Gene signatures of tumor inflammation and epithelial-to-mesenchymal transition (EMT) predict responses to immune checkpoint blockade in lung cancer with high accuracy

被引:97
作者
Thompson, Jeffrey C. [1 ]
Hwang, Wei-Ting [2 ,5 ]
Davis, Christiana [3 ]
Deshpande, Charuhas [4 ,5 ]
Jeffries, Seth [3 ]
Rajpurohit, Yashoda [6 ]
Krishna, Vinod [6 ]
Smirnov, Denis [6 ]
Verona, Raluca [6 ]
Lorenzi, Matthew, V [6 ]
Langer, Corey J. [3 ,5 ]
Albelda, Steven M. [1 ,5 ]
机构
[1] Univ Penn, Dept Med, Div Pulm Allergy & Crit Care Med, Thorac Oncol Grp,Perelman Sch Med, Philadelphia, PA 19104 USA
[2] Univ Penn, Dept Biostat Epidemiol & Informat, Philadelphia, PA 19104 USA
[3] Univ Penn, Dept Med, Perelman Sch Med, Div Hematol Oncol, Philadelphia, PA 19104 USA
[4] Univ Penn, Dept Pathol & Lab Med, Perelman Sch Med, Philadelphia, PA USA
[5] Univ Penn, Abramson Canc Ctr, Perelman Sch Med, Philadelphia, PA 19104 USA
[6] Janssen Res & Dev, Spring House, PA USA
关键词
Non-small cell lung cancer; Immunotherapy; Gene signatures; Cancer biomarkers; PD-1; BLOCKADE; OPEN-LABEL; RESISTANCE; DOCETAXEL; AXL; ATEZOLIZUMAB; MULTICENTER; INHIBITOR; CARCINOMA; NIVOLUMAB;
D O I
10.1016/j.lungcan.2019.10.012
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Objectives: Treatment of non-small cell lung cancer (NSCLC) with immune checkpoint blockade (ICB) has resulted in striking clinical responses, but only in a subset of patients. The goal of this study was to evaluate transcriptional signatures previously reported in the literature in an independent cohort of NSCLC patients receiving ICB. Materials and methods: This retrospective study analyzed transcriptional profiles from pre-treatment tumor samples of 52 chemotherapy-refractory advanced NSCLC patients treated with anti-PD1/PD-L1 therapy. Gene signatures based on published reports were created and examined for their association with response to therapy and progression-free and overall survival (PFS, OS). Results: Two signatures predicting response and outcomes were identified. One reflected the degree of immune infiltration and upregulation of interferon-gamma-induced genes. A second reflected the EMT status. Compared to those not responding to therapy, patients whose tumors responded to ICB had higher scores in an inflammatory gene signature (6.0 +/- 2.9 vs -5.5 +/- 3.4, p = 0.014) or a more epithelial phenotype (-1.7 +/- 1.0 vs 2.1 +/- 1.2, p = 0.016). Both signatures demonstrated a satisfactory predictive accuracy for response: AUC of 0.69 (95% CI: 0.54, 0.84) for the inflammatory and 0.70 (95% CI: 0.55, 0.85) for EMT signatures, respectively. A weighted score combining EMT and inflammatory signatures showed increased predictive value with AUC of 0.92 (95% CI: 0.85, 0.99). Kaplan-Meier curves for patients above and below the median combined score showed a significant separation for PFS and OS (all p < 0.01, log rank test). Conclusions: The EMT/Inflammation signature score may be useful in directing checkpoint inhibitor therapy in lung cancer and suggests that reversal of EMT might augment efficacy of ICB.
引用
收藏
页码:1 / 8
页数:8
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