Rapid, quantitative prediction of tumor invasiveness in non-melanoma skin cancers using mechanobiology-based assay

Biomech Model Mechanobiol. 2021 Oct;20(5):1767-1774. doi: 10.1007/s10237-021-01475-z. Epub 2021 Jun 12.

Abstract

Non-melanoma skin cancers, including basal and squamous cell carcinomas (BCC and SCC), are the most common malignancies worldwide. BCC/SCC cancers are generally highly localized and can be surgically excised; however, invasive tumors may be fatal. Current diagnosis of skin cancer and prognosis of potential invasiveness are based mainly on clinical-pathological factors of the biopsied lesions. SCC invasiveness is also predicted by histomorphological factors, such as the degree of differentiation or the mitotic index, while BCCs are typically considered non-invasive. The above subjective measures do not provide direct, objective prognosis of cellular invasiveness in each specific sample. Hence, we have developed a mechanobiology-based approach to rapidly determine sample invasiveness. Here, cells from 15 fresh tissue samples of suspected non-melanoma skin cancer were seeded on physiological-stiffness (2.4 kPa) synthetic gels, and within 1-h invasive cell subsets were observed to push/indent the gel surface; clinicopathological results were separately obtained using standard protocols. The percentage of indenting cells from invasive (26.2 ± 2.4%) and non-invasive (4.8 ± 0.5%) SCC samples differed significantly (p < 0.0001), with well-separated invasiveness cutoffs of, respectively, > 12% and < 5%. The mechanical invasiveness directly agrees with the SCC cell-differentiation state, where over 3.3-fold more (p < 0.0001) cells from moderately differentiated samples indent the gels as compared to well-differentiated cell samples. In BCCs, < 20% of cells typically indented, and a highly migratory, desmoplastic sample was identified with 46%. By providing rapid, quantitative, early prognosis of invasiveness and potential metastatic risk, our rapid technology may facilitate informed (bed-side) decision making and choice of disease-management protocols on the time-scale of the initial diagnosis and surgical excision.

Keywords: Cancer invasion; Early prognosis; Mechanobiology; Metastatic potential; Non-melanoma skin cancer.

MeSH terms

  • Acrylic Resins / chemistry
  • Adult
  • Aged
  • Aged, 80 and over
  • Biophysics
  • Carcinoma, Basal Cell / pathology*
  • Carcinoma, Squamous Cell / pathology*
  • Cell Differentiation
  • Cell Movement
  • Decision Making
  • Female
  • Gels
  • Humans
  • Hydrogels
  • Male
  • Middle Aged
  • Mitotic Index
  • Neoplasm Invasiveness*
  • Neoplasm Metastasis*
  • Prognosis
  • Skin Neoplasms / pathology*
  • Stress, Mechanical

Substances

  • Acrylic Resins
  • Gels
  • Hydrogels
  • polyacrylamide