A new clinical tool to predict outcome in early-stage melanoma patients

作者: Filippo Mancuso* , Sergio Lage* , Javier Rasero* , José Luis Díaz-Ramón , Aintzane Apraiz

DOI: 10.1101/632455

关键词:

摘要: Around 25% of early-stage melanoma patients eventually develop metastasis. Thus, we set out to define serological biomarkers that could be used along with clinical and histopathological features the disease predict these events. We previously demonstrated in stage II patients, serum levels dermcidin (DCD) were associated metastatic progression. Based on relevance immune response cancer progression recent association DCD local systemic against cells, was analyzed a new cohort IL-4, IL-6, IL-10, IL-17A, IFNγ TGFβ GM-CSF. included 448 323 whom diagnosed as stages I-II according AJCC. Levels selected cytokines determined by ELISA Luminex obtained data employing Machine Learning Kaplan-Meier techniques an algorithm capable accurately classifying high low risk developing The results show GM-CSF together Breslow thickness are those best Moreover, resulting represents tool discriminate subjects good prognosis from for future

参考文章(52)
Robert V. Hogg, An Introduction to Robust Estimation Robustness in Statistics. pp. 1- 17 ,(1979) , 10.1016/B978-0-12-438150-6.50007-8
M D Boyano, M D Garcia-Vázquez, T López-Michelena, J Gardeazabal, J Bilbao, M L Cañavate, A García De Galdeano, R Izu, L Díaz-Ramón, J A Raton, J L Díaz-Pérez, Soluble interleukin-2 receptor, intercellular adhesion molecule-1 and interleukin-10 serum levels in patients with melanoma British Journal of Cancer. ,vol. 83, pp. 847- 852 ,(2000) , 10.1054/BJOC.2000.1402
M. Valiev, E.J. Bylaska, N. Govind, K. Kowalski, T.P. Straatsma, H.J.J. Van Dam, D. Wang, J. Nieplocha, E. Apra, T.L. Windus, W.A. de Jong, NWChem: a comprehensive and scalable open-source solution for large scale molecular simulations Computer Physics Communications. ,vol. 181, pp. 1477- 1489 ,(2010) , 10.1016/J.CPC.2010.04.018
Norman Cliff, Dominance statistics: Ordinal analyses to answer ordinal questions. Psychological Bulletin. ,vol. 114, pp. 494- 509 ,(1993) , 10.1037/0033-2909.114.3.494
Panagiotis Karagiannis, Matthew Fittall, Sophia N. Karagiannis, Evaluating biomarkers in melanoma. Frontiers in Oncology. ,vol. 4, pp. 383- 383 ,(2014) , 10.3389/FONC.2014.00383
Eric-Jan Wagenmakers, A practical solution to the pervasive problems of p values. Psychonomic Bulletin & Review. ,vol. 14, pp. 779- 804 ,(2007) , 10.3758/BF03194105
Piotr Rutkowski, Iwona Ługowska, Follow-up in melanoma patients memo - Magazine of European Medical Oncology. ,vol. 7, pp. 83- 86 ,(2014) , 10.1007/S12254-014-0151-Y
Shanique R. Palmer, Lori A. Erickson, Ilia Ichetovkin, Daniel J. Knauer, Svetomir N. Markovic, Circulating Serologic and Molecular Biomarkers in Malignant Melanoma Mayo Clinic Proceedings. ,vol. 86, pp. 981- 990 ,(2011) , 10.4065/MCP.2011.0287
M.D. Boyano, M.D. García-Vázquez, J. Gardeazabal, A. García de Galdeano, I. Smith-Zubiaga, M.L. Cañavate, J.A. Raton, I. Bilbao, J.L. Díaz-Pérez, Serum-Soluble IL-2 Receptor and IL-6 Levels in Patients with Melanoma Oncology. ,vol. 54, pp. 400- 406 ,(1997) , 10.1159/000227726
Wendy K. Nevala, Celine M. Vachon, Alexey A. Leontovich, Christopher G. Scott, Michael A. Thompson, Svetomir N. Markovic, Evidence of Systemic Th2-Driven Chronic Inflammation in Patients with Metastatic Melanoma Clinical Cancer Research. ,vol. 15, pp. 1931- 1939 ,(2009) , 10.1158/1078-0432.CCR-08-1980