Proteomic profile and in silico analysis in metastatic melanoma with and without BRAF mutation

PLoS One. 2014 Dec 1;9(12):e112025. doi: 10.1371/journal.pone.0112025. eCollection 2014.

Abstract

Introduction: Selective inhibitors of BRAF, vemurafenib and dabrafenib are the standard of care for metastatic melanoma patients with BRAF V600, while chemotherapy continued to be widely used in BRAF wild type patients.

Materials and methods: In order to discover novel candidate biomarkers predictive to treatment, serum of 39 metastatic melanoma vemurafenib (n = 19) or chemotherapy (n = 20) treated patients at baseline, at disease control and at progression, were analyzed using SELDI-TOF technology. In silico analysis was used to identify more significant peaks.

Results: In patients with different BRAF status, we found 5 peptides significantly deregulated, with the down-regulation of the m/z 9176 peak strongly associated with BRAF mutation. At baseline as predictive biomarkers we identified 2 peptides - m/z 6411, 4075 - as significantly up-regulated in responders to chemotherapy and 4 peaks - m/z 5900, 12544, 49124 and 11724 - significantly up-regulated in longer vs shorter responders to vemurafenib. After response, 3 peptides (m/z 4658, 18639, and 9307) resulted significantly down regulated while 3 peptides m/z 9292, 7765 and 9176 appeared up-regulated respectively in chemotherapy and vemurafenib responder patients. In vemurafenib treated patients, 16 peaks appeared deregulated at progression compared to baseline time. In silico analysis identified proteins involved in invasiveness (SLAIN1) and resistance (ABCC12) as well as in the pathway of detoxification (NQO1) and apoptosis (RBM10, TOX3, MTEFD1, TSPO2). Proteins associated with the modulation of neuronal plasticity (RIN1) and regulatory activity factors of gene transcription (KLF17, ZBTB44) were also highlighted.

Conclusion: Our exploratory study highlighted some factors that deserve to be further investigated in order to provide a framework for improving melanoma treatment management through the development of biomarkers which could act as the strongest surrogates of the key biological events in stage IV melanoma.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adult
  • Aged
  • Aged, 80 and over
  • Computer Simulation*
  • Female
  • Humans
  • Indoles / pharmacology
  • Indoles / therapeutic use
  • Male
  • Melanoma / drug therapy
  • Melanoma / genetics
  • Melanoma / metabolism*
  • Melanoma / pathology*
  • Middle Aged
  • Mutation*
  • Neoplasm Metastasis
  • Proteomics*
  • Proto-Oncogene Proteins B-raf / genetics*
  • Sulfonamides / pharmacology
  • Sulfonamides / therapeutic use
  • Vemurafenib

Substances

  • Indoles
  • Sulfonamides
  • Vemurafenib
  • Proto-Oncogene Proteins B-raf

Grants and funding

The study has been supported by internal research grants of IRCCS Istituto Tumori “Giovanni Paolo II” and by MIUR Italian Ministry of University and research) http://www.istruzione.it/, GRANT Number: PON01_01297, Author who received the funding: ST. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.