Data Independent Acquisition Proteomic Analysis Can Discriminate between Actinic Keratosis, Bowen's Disease, and Cutaneous Squamous Cell Carcinoma

J Invest Dermatol. 2020 Jan;140(1):212-222.e11. doi: 10.1016/j.jid.2019.06.128. Epub 2019 Jun 27.

Abstract

Actinic keratosis, Bowen's disease and cutaneous squamous cell carcinoma (cSCC) are heterogeneous keratinocytic skin lesions. Biomarkers that can accurately stratify these lesion types are needed to support a new paradigm of personalized and precise management of skin neoplasia. In this paper, we used a data independent acquisition proteomics workflow, sequential window acquisition of all theoretical mass spectra, to analyze formalin-fixed paraffin-embedded samples of normal skin and keratinocytic skin lesions, including well-differentiated, moderately differentiated and poorly differentiated cSCC lesions. We quantified 3,574 proteins across the 93 samples studied. Differential abundance analysis identified 19, 5, and 6 protein markers exclusive to actinic keratosis, Bowen's disease and cSCC lesions, respectively. Among cSCC lesions of various levels of tumor differentiation, 118, 230, and 17 proteins showed a potential as biomarkers of well-differentiated, moderately differentiated and poorly differentiated cSCC lesions, respectively. Bioinformatics analysis revealed that actinic keratosis and cSCC lesions were associated with decreased apoptosis, and Bowen's disease lesions with over-representation of the DNA damage repair pathway. Differential expression of alternatively spliced FGFR2, Rho guanosine triphosphatase signaling, and RNA metabolism proteins were associated with the level of cSCC tumor differentiation. Proteome profiles also separated keratinocytic skin lesion subtypes on principal components analysis. Overall, protein markers have excellent potential to discriminate keratinocytic skin lesion subtypes and facilitate new diagnostic and therapeutic strategies.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Biomarkers / metabolism*
  • Bowen's Disease / diagnosis
  • Bowen's Disease / metabolism*
  • Carcinogenesis
  • Carcinoma, Squamous Cell / diagnosis
  • Carcinoma, Squamous Cell / metabolism*
  • Cell Differentiation
  • Computational Biology
  • DNA Repair
  • Diagnosis, Differential
  • Disease Progression
  • GTP Phosphohydrolases / genetics
  • GTP Phosphohydrolases / metabolism
  • Humans
  • Keratosis, Actinic / diagnosis
  • Keratosis, Actinic / metabolism*
  • Principal Component Analysis
  • Proteomics / methods*
  • Receptor, Fibroblast Growth Factor, Type 2 / genetics
  • Receptor, Fibroblast Growth Factor, Type 2 / metabolism
  • Signal Transduction
  • Skin / metabolism*
  • Skin / pathology
  • Skin Neoplasms / diagnosis
  • Skin Neoplasms / metabolism*

Substances

  • Biomarkers
  • Receptor, Fibroblast Growth Factor, Type 2
  • GTP Phosphohydrolases