Unique Genes in Tumor-Positive Sentinel Lymph Nodes Associated with Nonsentinel Lymph Node Metastases in Melanoma

被引:6
作者
Egger, Michael E. [1 ]
Xiao, Deyi [1 ]
Hao, Hongying [1 ]
Kimbrough, Charles W. [1 ]
Pan, Jianmin [2 ]
Rai, Shesh N. [2 ,3 ]
Cambon, Alexander C. [2 ]
Waigel, Sabine J. [4 ]
Zacharias, Wolfgang [4 ,5 ,6 ]
McMasters, Kelly M. [1 ]
机构
[1] Univ Louisville, Hiram C Polk Jr MD Dept Surg, Louisville, KY 40292 USA
[2] Univ Louisville, James Graham Brown Canc Ctr, Biostat Shared Facil, Louisville, KY 40292 USA
[3] Univ Louisville, Dept Bioinformat & Biostat, Louisville, KY 40292 USA
[4] Univ Louisville, Genom Facil, Louisville, KY 40292 USA
[5] Univ Louisville, James Graham Brown Canc Ctr, Dept Med, Louisville, KY 40292 USA
[6] Univ Louisville, James Graham Brown Canc Ctr, Dept Pharmacol & Toxicol, Louisville, KY 40292 USA
关键词
STAGE-III MELANOMA; PROGNOSTIC-SIGNIFICANCE; COLORECTAL-CANCER; BREAST-CANCER; EXPRESSION; FIBULIN-1; INVOLVEMENT; MULTICENTER; BURDEN; BIOPSY;
D O I
10.1245/s10434-018-6377-x
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Current risk assessment tools to estimate the risk of nonsentinel lymph node metastases after completion lymphadenectomy for a positive sentinel lymph node (SLN) biopsy in cutaneous melanoma are based on clinical and pathologic factors. We identified a novel genetic signature that can predict non-SLN metastases in patients with cutaneous melanoma staged with a SLN biopsy. RNA was collected for tumor-positive SLNs in patients staged by SLN biopsy for cutaneous melanoma. All patients with a tumor-positive SLN biopsy underwent completion lymphadenectomy. A 1:10 case:control series of positive and negative non-SLN patients was analyzed by microarray and quantitative RT-PCR. Candidate differentially expressed genes were validated in a 1:3 case:control separate cohort of positive and negative non-SLN patients. The 1:10 case:control discovery set consisted of 7 positive non-SLN cases matched to 70 negative non-SLN controls. The cases and controls were similar with regards to important clinicopathologic factors, such as gender, primary tumor site, age, ulceration, and thickness. Microarray and RT-PCR identified six potential differentially expressed genes for validation. In the 40-patient separate validation set, 10 positive non-SLN patients were matched to 30 negative non-SLN controls based on gender, ulceration, age, and thickness. Five of the six genes were differentially expressed. The five gene panel identified patients at low (7.1%) and high risk (66.7%) for non-SLN metastases. A novel, non-SLN gene score based on differential expressed genes in a tumor-positive SLN can identify patients at high and low risk for non-SLN metastases.
引用
收藏
页码:1296 / 1303
页数:8
相关论文
共 52 条
[1]  
Agresti A., 2003, CATEGORICAL DATA ANA
[2]  
[Anonymous], 2003, Statistical Methods for Rates and Proportions
[3]   Final Version of 2009 AJCC Melanoma Staging and Classification [J].
Balch, Charles M. ;
Gershenwald, Jeffrey E. ;
Soong, Seng-jaw ;
Thompson, John F. ;
Atkins, Michael B. ;
Byrd, David R. ;
Buzaid, Antonio C. ;
Cochran, Alistair J. ;
Coit, Daniel G. ;
Ding, Shouluan ;
Eggermont, Alexander M. ;
Flaherty, Keith T. ;
Gimotty, Phyllis A. ;
Kirkwood, John M. ;
McMasters, Kelly M. ;
Mihm, Martin C., Jr. ;
Morton, Donald L. ;
Ross, Merrick I. ;
Sober, Arthur J. ;
Sondak, Vernon K. .
JOURNAL OF CLINICAL ONCOLOGY, 2009, 27 (36) :6199-6206
[4]   The Prognostic Significance of Nonsentinel Lymph Node Metastasis in Melanoma [J].
Brown, Russell E. ;
Ross, Merrick I. ;
Edwards, Michael J. ;
Noyes, R. Dirk ;
Reintgen, Douglas S. ;
Hagendoorn, Lee J. ;
Stromberg, Arnold J. ;
Martin, Robert C. G. ;
McMasters, Kelly M. ;
Scoggins, Charles R. .
ANNALS OF SURGICAL ONCOLOGY, 2010, 17 (12) :3330-3335
[5]   Organ-specific adaptive signaling pathway activation in metastatic breast cancer cells [J].
Burnett, Riesa M. ;
Craven, Kelly E. ;
Krishnamurthy, Purna ;
Goswami, Chirayu P. ;
Badve, Sunil ;
Crooks, Peter ;
Mathews, William P. ;
Bhat-Nakshatri, Poornima ;
Nakshatri, Harikrishna .
ONCOTARGET, 2015, 6 (14) :12682-12696
[6]   Re-evaluation of a Scoring System to Predict Nonsentinel-Node Metastasis and Prognosis in Melanoma Patients [J].
Cadili, Ali ;
Dabbs, Kelly ;
Scolyer, Richard A. ;
Brown, Philip T. ;
Thompson, John F. .
JOURNAL OF THE AMERICAN COLLEGE OF SURGEONS, 2010, 211 (04) :522-525
[7]   Immune cells in the melanoma microenvironment hold information for prediction of the risk of recurrence and response to treatment [J].
Camisaschi, Chiara ;
Vallacchi, Viviana ;
Castelli, Chiara ;
Rivoltini, Licia ;
Rodolfo, Monica .
EXPERT REVIEW OF MOLECULAR DIAGNOSTICS, 2014, 14 (06) :643-646
[8]   Novel markers of subclinical disease for Ewing family tumors from gene expression profiling [J].
Cheung, Irene Y. ;
Feng, Yi ;
Davis, Karen ;
Shukla, Neerav ;
Meyers, Paul ;
Ladanyi, Marc ;
Cheung, Nai-Kong V. .
CLINICAL CANCER RESEARCH, 2007, 13 (23) :6978-6983
[9]   Fibulin-1 is required for morphogenesis of neural crest-derived structures [J].
Cooley, Marion A. ;
Kern, Christine B. ;
Fresco, Victor M. ;
Wessels, Andy ;
Thompson, Robert P. ;
McQuinn, Tim C. ;
Twal, Waleed O. ;
Mjaatvedt, Corey H. ;
Drake, Christopher J. ;
Argraves, W. Scott .
DEVELOPMENTAL BIOLOGY, 2008, 319 (02) :336-345
[10]   High expression of osteoglycin decreases the metastatic capability of mouse hepatocarcinoma Hca-F cells to lymph nodes [J].
Cui, Xiaonan ;
Song, Bo ;
Hou, Li ;
Wei, Zhiyi ;
Tang, Jianwu .
ACTA BIOCHIMICA ET BIOPHYSICA SINICA, 2008, 40 (04) :349-355