Sentinel Lymph Node Genes to Predict Prognosis in Node-Positive Melanoma Patients

被引:18
|
作者
Hao, Hongying [1 ]
Xiao, Deyi [1 ]
Pan, Jianmin [2 ]
Qu, Jifu [1 ]
Egger, Michael [1 ]
Waigel, Sabine [3 ]
Sanders, Mary Ann G. [4 ]
Zacharias, Wolfgang [5 ,6 ]
Rai, Shesh N. [2 ]
McMasters, Kelly M. [1 ]
机构
[1] Univ Louisville, Sch Med, Dept Surg, Louisville, KY 40292 USA
[2] Univ Louisville, Sch Med, James Graham Brown Canc Ctr, Biostat Shared Facil, Louisville, KY 40292 USA
[3] Univ Louisville, Sch Med, James Graham Brown Canc Ctr, Genom Facil, Louisville, KY 40292 USA
[4] Univ Louisville, Sch Med, Dept Pathol, Louisville, KY 40292 USA
[5] Univ Louisville, Sch Med, Dept Med, James Graham Brown Canc Ctr, Louisville, KY 40292 USA
[6] Univ Louisville, Sch Med, Dept Pharmacol & Toxicol, James Graham Brown Canc Ctr, Louisville, KY 40292 USA
关键词
IMMUNOGLOBULIN RECEPTOR EXPRESSION; QUANTITATIVE-ANALYSIS; POOR-PROGNOSIS; METASTASIS; RECURRENCE; SIGNATURES; SURVIVAL; DENSITY;
D O I
10.1245/s10434-016-5575-7
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Melanoma patients with a single microscopically-positive sentinel lymph node (SLN) are classified as stage III and are often advised to undergo expensive and substantially toxic adjuvant therapy. However, the 5-year survival rate for these patients, with or without adjuvant therapy, varies from 14 to 85 %, representing a heterogeneous biological population with a variable prognosis. We aimed to identify an SLN gene signature to aid in risk stratification of patients with tumor-positive SLNs. Microarray experiments were performed to screen SLN genes in recurrence (N = 39) versus non-recurrence (N = 58) groups in the training dataset. Quantitative reverse-transcriptase polymerase chain reaction (RT-PCR) assay was applied to confirm the expression of selected SLN genes, which were further verified using an independent validation cohort (N = 30). Area under the receiver operating characteristic curve (AUC) was calculated to evaluate prognostic accuracy of the selected SLN gene panel, and the prognostic value of our SLN gene signature was also compared with the current American Joint Committee on Cancer (AJCC) staging system. We identified two SLN genes (PIGR and TFAP2A) that provided high prognostic accuracy in SLN-positive melanoma patients (AUC = 0.864). These two SLN genes, along with clinicopathological features, can differentiate the high- and low-risk groups in node-positive melanoma patients in this cohort. The two SLN genes, when combined with clinicopathological features, may offer a new tool for personalized patient risk assessment.
引用
收藏
页码:108 / 116
页数:9
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