Prognostic value and molecular correlates of a CT image-based quantitative pleural contact index in early stage NSCLC

被引:16
作者
Lee, Juheon [1 ]
Cui, Yi [1 ]
Sun, Xiaoli [2 ]
Li, Bailiang [1 ]
Wu, Jia [1 ]
Li, Dengwang [1 ,3 ]
Gensheimer, Michael F. [1 ]
Loo, Billy W., Jr. [1 ,4 ]
Diehn, Maximilian [1 ,4 ,5 ]
Li, Ruijiang [1 ,4 ]
机构
[1] Stanford Univ, Sch Med, Dept Radiat Oncol, Stanford, CA 94305 USA
[2] Zhejiang Univ, Affiliated Hosp 1, Dept Radiotherapy, Hangzhou, Zhejiang, Peoples R China
[3] Shandong Normal Univ, Sch Phys & Elect, Inst Biomed Sci, Shandong Prov Key Lab Med Phys & Image Proc Techn, Jinan, Shandong, Peoples R China
[4] Stanford Univ, Sch Med, Stanford Canc Inst, Stanford, CA 94305 USA
[5] Stanford Univ, Sch Med, Inst Stem Cell Biol & Regenerat Med, Stanford, CA 94305 USA
关键词
Pleural contact; Lung cancer; Prognosis; Imaging biomarker; Radiogenomics; CELL LUNG-CANCER; FACTOR RECEPTOR MUTATION; EXTRACELLULAR-MATRIX; TUMOR HETEROGENEITY; ALK REARRANGEMENTS; INVASION; ADENOCARCINOMAS; EGFR; RADIOTHERAPY; SURVIVAL;
D O I
10.1007/s00330-017-4996-4
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
To evaluate the prognostic value and molecular basis of a CT-derived pleural contact index (PCI) in early stage non-small cell lung cancer (NSCLC). We retrospectively analysed seven NSCLC cohorts. A quantitative PCI was defined on CT as the length of tumour-pleura interface normalised by tumour diameter. We evaluated the prognostic value of PCI in a discovery cohort (n = 117) and tested in an external cohort (n = 88) of stage I NSCLC. Additionally, we identified the molecular correlates and built a gene expression-based surrogate of PCI using another cohort of 89 patients. To further evaluate the prognostic relevance, we used four datasets totalling 775 stage I patients with publically available gene expression data and linked survival information. At a cutoff of 0.8, PCI stratified patients for overall survival in both imaging cohorts (log-rank p = 0.0076, 0.0304). Extracellular matrix (ECM) remodelling was enriched among genes associated with PCI (p = 0.0003). The genomic surrogate of PCI remained an independent predictor of overall survival in the gene expression cohorts (hazard ratio: 1.46, p = 0.0007) adjusting for age, gender, and tumour stage. CT-derived pleural contact index is associated with ECM remodelling and may serve as a noninvasive prognostic marker in early stage NSCLC.
引用
收藏
页码:736 / 746
页数:11
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