Abstract
Cutaneous squamous cell carcinoma (SCC) causes approximately 1,000,000 cases and 9000 deaths each year in the United States. While individual tumor sequencing studies have discovered driver mutations in SCC, there has yet to be a review and subsequent analysis synthesizing current studies. To conduct a comprehensive synthesis and analysis of SCC sequencing studies with individual patient-level data, a comprehensive literature search was performed. Statistical analyses were performed to identify trends. Studies meeting inclusion criteria included a total of 279 patients (189 localized SCCs, 90 metastatic SCCs). Several mutations were correlated with demographic characteristics (TP53, MLL4, BRCA2, COL4A1). TP53, TERT, SPEN, MLL3, and NOTCH2 mutations were significantly more likely to be found in metastatic versus localized SCCs even after the Bonferroni correction for multiple comparisons. Silent mutations were found more in localized SCCs than metastatic SCCs, and nonsense mutations were found more in metastatic SCCs than localized SCCs (p = 0.0003 and p = 0.04, respectively). Additional mutations were identified that have not yet been explored in SCC including AHNAK2, LRP1B, TRIO, MDN1, COL4A2, SVIL, VPS13C, DST, DMD, and DYSF. Overall, novel mutations were identified and differences between mutation patterns in localized and metastatic SCCs were found. These findings may have clinical applications.
Data availability
All data used is publicly available. Summary data is available upon request to authors and can be deposited to an online portal.
References
Mansouri B, Housewright CD (2017) The treatment of actinic keratosis—the rule rather than the exception. JAMA Dermatol 153(11):1200. https://doi.org/10.1001/jamadermatol.2017.3395
American Cancer Society | Information and Resources about for Cancer: Breast, Colon, Lung, Prostate, Skin. https://www.cancer.org/content/dam/cancerorg/research/cancer-facts-and-statistics/annual-cancer-facts-and-figures/2018/cancer-facts-and-figures2018. (Accessed 1 May 2020).
Rogers HW, Weinstock MA, Feldman SR, Coldiron BM (2015) Incidence estimate of nonmelanoma skin cancer (keratinocyte carcinomas) in the us population, 2012. JAMA Dermatol 151(10):1081–1086. https://doi.org/10.1001/jamadermatol.2015.1187
Karia PS, Han J, Schmults CD (2013) Cutaneous squamous cell carcinoma: estimated incidence of disease, nodal metastasis, and deaths from disease in the United States, 2012. J Am Acad Dermatol 68(6):957–966. https://doi.org/10.1016/j.jaad.2012.11.037
Joseph MG, Zulueta WP, Kennedy PJ (1992) Squamous cell carcinoma of the skin of the trunk and limbs: the incidence of metastases and their outcome. Aust N Z J Surg 62(9):697–701. https://doi.org/10.1111/j.1445-2197.1992.tb07065.x
Brantsch KD, Meisner C, Schönfisch B et al (2008) Analysis of risk factors determining prognosis of cutaneous squamous-cell carcinoma: a prospective study. Lancet Oncol 9(8):713–720. https://doi.org/10.1016/S1470-2045(08)70178-5
Brougham NDLS, Dennett ER, Cameron R, Tan ST (2012) The incidence of metastasis from cutaneous squamous cell carcinoma and the impact of its risk factors. J Surg Oncol 106(7):811–815. https://doi.org/10.1002/jso.23155
Brash DE, Rudolph JA, Simon JA et al (1991) A role for sunlight in skin cancer: UV-induced p53 mutations in squamous cell carcinoma. Proc Natl Acad Sci USA 88(22):10124–10128. https://doi.org/10.1073/pnas.88.22.10124
Wang NJ, Sanborn Z, Arnett KL et al (2011) Loss-of-function mutations in Notch receptors in cutaneous and lung squamous cell carcinoma. Proc Natl Acad Sci USA 108(43):17761–17766. https://doi.org/10.1073/pnas.1114669108
Brown VL, Harwood CA, Crook T, Cronin JG, Kelsell DR, Proby CM (2004) p16INK4a and p14ARF tumor suppressor genes are commonly inactivated in cutaneous squamous cell carcinoma. J Invest Dermatol 122(5):1284–1292. https://doi.org/10.1111/j.0022-202X.2004.22501.x
Feinstein S, Higgins S, Ahadiat O, Wysong A (2019) A retrospective cohort study of cutaneous squamous cell carcinoma with lymph node metastasis: risk factors and clinical course. Dermatol Surg 45(6):772–781. https://doi.org/10.1097/DSS.0000000000001828
Moore BA, Weber RS, Prieto V et al (2005) Lymph node metastases from cutaneous squamous cell carcinoma of the head and neck. Laryngoscope 115(9):1561–1567. https://doi.org/10.1097/01.mlg.0000173202.56739.9f
Rowe DE, Carroll RJ, Day CL (1992) Prognostic factors for local recurrence, metastasis, and survival rates in squamous cell carcinoma of the skin, ear, and lip: Implications for treatment modality selection. J Am Acad Dermatol 26(6):976–990. https://doi.org/10.1016/0190-9622(92)70144-5
Que SKT, Zwald FO, Schmults CD (2018) Cutaneous squamous cell carcinoma: Incidence, risk factors, diagnosis, and staging. J Am Acad Dermatol 78(2):237–247. https://doi.org/10.1016/j.jaad.2017.08.059
Genders RE, Weijns ME, Dekkers OM, Plasmeijer EI (2019) Metastasis of cutaneous squamous cell carcinoma in organ transplant recipients and the immunocompetent population: is there a difference? a systematic review and meta-analysis. J Eur Acad Dermatol Venereol 33(5):828–841. https://doi.org/10.1111/jdv.15396
Wysong A, Newman JG, Covington KR et al (2020) Validation of a 40-gene expression profile test to predict metastatic risk in localized high-risk cutaneous squamous cell carcinoma. J Am Acad Dermatol. https://doi.org/10.1016/j.jaad.2020.04.088
Yilmaz AS, Ozer HG, Gillespie JL et al (2017) Differential mutation frequencies in metastatic cutaneous squamous cell carcinomas versus primary tumors. Cancer 123(7):1184–1193. https://doi.org/10.1002/cncr.30459
Wickham H et al (2019) Welcome to the tidyverse. J Open Sour Softw 4(43):1686. https://doi.org/10.21105/joss.01686
Wickham H, François R, Henry L, Müller K (2021) dplyr: A Grammar of Data Manipulation. R package version 1.0.4. https://CRAN.R-project.org/package=dplyr
Picard A, Pedeutour F, Peyrade F et al (2017) Association of oncogenic mutations in patients with advanced cutaneous squamous cell carcinomas treated with cetuximab. JAMA Dermatol 153(4):291–298. https://doi.org/10.1001/jamadermatol.2017.0270
Uribe P, Gonzalez S (2011) Epidermal growth factor receptor (EGFR) and squamous cell carcinoma of the skin: molecular bases for EGFR-targeted therapy. Pathol Res Pract 207(6):337–342. https://doi.org/10.1016/j.prp.2011.03.002
Mauerer A, Herschberger E, Dietmaier W, Landthaler M, Hafner C (2011) Low incidence of EGFR and HRAS mutations in cutaneous squamous cell carcinomas of a German cohort. Exp Dermatol 20(10):848–850. https://doi.org/10.1111/j.1600-0625.2011.01334.x
Mayakonda A, Lin DC, Assenov Y, Plass C, Koeffler HP (2018) Maftools: efficient and comprehensive analysis of somatic variants in cancer. Genome Res 28(11):1747–1756. https://doi.org/10.1101/gr.239244.118
Inman GJ, Wang J, Nagano A et al (2018) The genomic landscape of cutaneous SCC reveals drivers and a novel azathioprine associated mutational signature. Nat Commun. https://doi.org/10.1038/s41467-018-06027-1
Durinck S, Ho C, Wang NJ et al (2011) Temporal dissection of tumorigenesis in primary cancers. Cancer Discov 1(2):137–143. https://doi.org/10.1158/2159-8290.CD-11-0028
Zilberg C, Lee MW, Yu B et al (2018) Analysis of clinically relevant somatic mutations in high-risk head and neck cutaneous squamous cell carcinoma. Mod Pathol 31(2):275–287. https://doi.org/10.1038/modpathol.2017.128
South AP, Purdie KJ, Watt SA et al (2014) NOTCH1 mutations occur early during cutaneous squamous cell carcinogenesis. J Invest Dermatol 134(10):2630–2638. https://doi.org/10.1038/jid.2014.154
Pickering CR, Zhou JH, Lee JJ et al (2014) Mutational landscape of aggressive cutaneous squamous cell carcinoma. Clin Cancer Res 20(24):6582–6592. https://doi.org/10.1158/1078-0432.CCR-14-1768
Al-Rohil RN, Tarasen AJ, Carlson JA et al (2016) Evaluation of 122 advanced-stage cutaneous squamous cell carcinomas by comprehensive genomic profiling opens the door for new routes to targeted therapies. Cancer 122(2):249–257. https://doi.org/10.1002/cncr.29738
Lee CS, Bhaduri A, Mah A et al (2014) Recurrent point mutations in the kinetochore gene KNSTRN in cutaneous squamous cell carcinoma. Nat Genet 46(10):1060–1062. https://doi.org/10.1038/ng.3091
Lobl MB, Clarey D, Higgins S, Sutton A, Hansen L, Wysong A (2020) Targeted next-generation sequencing of matched localized and metastatic primary high-risk SCCs identifies driver and co-occurring mutations and novel therapeutic targets. J Dermatol Sci 99(1):30–43
Wells A (1999) EGF receptor. Int J Biochem Cell Biol 31(6):637–643. https://doi.org/10.1016/S1357-2725(99)00015-1
Lobl M, Grinnell M, Phillips A, Abels J, Wysong A (2020) The correlation between immunohistochemistry findings and metastasis in squamous cell carcinoma: a review. Dermatol Surg. https://doi.org/10.1097/DSS.0000000000002850
Cañueto J, Cardeñoso E, García JL et al (2017) Epidermal growth factor receptor expression is associated with poor outcome in cutaneous squamous cell carcinoma. Br J Dermatol 176(5):1279–1287. https://doi.org/10.1111/bjd.14936
Shimizu T, Izumi H, Oga A et al (2001) Epidermal growth factor receptor overexpression and genetic aberrations in metastatic squamous-cell carcinoma of the skin. Dermatology 202(3):203–206. https://doi.org/10.1159/000051637
Trodello C, Higgins S, Ahadiat O et al (2019) Cetuximab as a component of multimodality treatment of high-risk cutaneous squamous cell carcinoma: a retrospective analysis from a single tertiary academic medical center. Dermatol Surg 45(2):254–267
Sood AK, Sorosky JI, Dolan M, Anderson B, Buller RE (1999) Distant metastases in ovarian cancer: association with p53 mutations. Clin Cancer Res 5(9):2485–2490
Cartegni L, Chew SL, Krainer AR (2002) Listening to silence and understanding nonsense: exonic mutations that affect splicing. Nat Rev Genet 3(4):285–298. https://doi.org/10.1038/nrg775
Fang S, Krahe R, Bachinski LL, Zhang B, Amos CI, Strong LC (2011) Sex-specific effect of the TP53 PIN3 polymorphism on cancer risk in a cohort study of TP53 germline mutation carriers. Hum Genet 130(6):789–794. https://doi.org/10.1007/s00439-011-1039-0
Domingo E, Ramamoorthy R, Oukrif D et al (2013) Use of multivariate analysis to suggest a new molecular classification of colorectal cancer. J Pathol 229(3):441–448. https://doi.org/10.1002/path.4139
de Rienzo A, Archer MA, Yeap BY et al (2016) Gender-specific molecular and clinical features underlie malignant pleural mesothelioma. Can Res 76(2):319–328. https://doi.org/10.1158/0008-5472.CAN-15-0751
Zenz T, Kreuz M, Fuge M et al (2017) TP53 mutation and survival in aggressive B cell lymphoma. Int J Cancer 141(7):1381–1388. https://doi.org/10.1002/ijc.30838
Zhou G, Liu Z, Myers JN (2016) TP53 mutations in head and neck squamous cell carcinoma and their impact on disease progression and treatment response. J Cell Biochem 117(12):2682–2692. https://doi.org/10.1002/jcb.25592
Jenzer M, Keß P, Nientiedt C et al (2019) The BRCA2 mutation status shapes the immune phenotype of prostate cancer. Cancer Immunol Immunother 68(10):1621–1633. https://doi.org/10.1007/s00262-019-02393-x
Lee JE, Wang C, Xu S et al (2013) H3K4 mono- And di-methyltransferase MLL4 is required for enhancer activation during cell differentiation. eLife. https://doi.org/10.7554/eLife.01503
Maeshima Y, Colorado PC, Torre A et al (2000) Distinct antitumor properties’ of a type IV collagen domain derived from basement membrane. J Biol Chem 275(28):21340–21348. https://doi.org/10.1074/jbc.M001956200
Kaur A, Ecker BL, Douglass SM et al (2019) Remodeling of the collagen matrix in aging skin promotes melanoma metastasis and affects immune cell motility. Cancer Discov 9(1):64–81. https://doi.org/10.1158/2159-8290.CD-18-0193
Fine JD, Johnson LB, Weiner M, Li KP, Suchindran C (2009) Epidermolysis bullosa and the risk of life-threatening cancers: the National EB Registry experience, 1986–2006. J Am Acad Dermatol 60(2):203–211. https://doi.org/10.1016/j.jaad.2008.09.035
Zilberg C, Lee MW, Yu B, Ashford B, Kraitsek S, Ranson M, Shannon K, Cowley M, Iyer NG, Palme CE, Ch’ng S, Low TH, O’Toole S, Clark JR, Gupta R (2018) Analysis of clinically relevant somatic mutations in high-risk head and neck cutaneous squamous cell carcinoma. Mod Pathol 31(2):275–287
Funding
None.
Author information
Authors and Affiliations
Contributions
ML performed conceptualization, investigation, data curation, formal analysis, visualization, and writing of the original draft. DC performed reviewing and editing of writing. CS performed data curation, methodology, and editing of writing. CW performed formal analysis and editing of writing. AW performed conceptualization, supervision, methodology, resources, and reviewing and editing of writing.
Corresponding author
Ethics declarations
Conflict of interest
Dr. Wysong serves as a Research Principal Investigator for Castle Biosciences.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary Information
Below is the link to the electronic supplementary material.
403_2021_2213_MOESM1_ESM.docx
Supplementary file1 Supplementary Figure 1: Distribution and subtypes of mutations by protein domain for mutations measured in all studies (DOCX 103 KB)
403_2021_2213_MOESM4_ESM.docx
Supplementary file4 Supplementary Table 3: Pattern counts for co-occurring mutations in metastatic SCC for genes measured in all studies (DOCX 28 KB)
Rights and permissions
About this article
Cite this article
Lobl, M.B., Clarey, D., Schmidt, C. et al. Analysis of mutations in cutaneous squamous cell carcinoma reveals novel genes and mutations associated with patient-specific characteristics and metastasis: a systematic review. Arch Dermatol Res 314, 711–718 (2022). https://doi.org/10.1007/s00403-021-02213-2
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00403-021-02213-2