Rapid, quantitative prediction of tumor invasiveness in non-melanoma skin cancers using mechanobiology-based assay
- PMID: 34120276
- DOI: 10.1007/s10237-021-01475-z
Rapid, quantitative prediction of tumor invasiveness in non-melanoma skin cancers using mechanobiology-based assay
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.
© 2021. The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature.
References
-
- Abidine Y, Laurent V, Michel R et al (2015) Physical properties of polyacrylamide gels probed by AFM and rheology. EPL 109:38003. https://doi.org/10.1209/0295-5075/109/38003%3e - DOI
-
- Alvarez-Elizondo MB, Weihs D (2017) Cell-gel mechanical interactions as an approach to rapidly and quantitatively reveal invasive subpopulations of metastatic cancer cells. Tissue Eng Part C Methods 23:180–187. https://doi.org/10.1089/ten.TEC.2016.0424 - DOI
-
- Apalla Z, Nashan D, Weller RB, Castellsagué X (2017) Skin Cancer: Epidemiology, disease burden, pathophysiology, diagnosis, and therapeutic approaches. Dermatol Ther (heidelb) 7:5–19 - DOI
-
- Barton V, Armeson K, Hampras S et al (2017) Nonmelanoma skin cancer and risk of all-cause and cancer-related mortality: a systematic review. Arch Dermatol Res 309:243–251. https://doi.org/10.1007/s00403-017-1724-5 - DOI
-
- Boudou T, Ohayon J, Picart C et al (2009) Nonlinear elastic properties of polyacrylamide gels: Implications for quantification of cellular forces. Biorheology 46:191–205. https://doi.org/10.3233/Bir-2009-0540 - DOI
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