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Wysong A, Somani AK, Ibrahim SF, Cañueto J, Fitzgerald AL, Siegel JJ, Prasai A, Goldberg MS, Farberg AS, Regula C, Bar A, Kasprzak J, Brodland DG, Koyfman SA, Arron ST. Integrating the 40-Gene Expression Profile (40-GEP) Test Improves Metastatic Risk-Stratification Within Clinically Relevant Subgroups of High-Risk Cutaneous Squamous Cell Carcinoma (cSCC) Patients. Dermatol Ther (Heidelb) 2024; 14:593-612. [PMID: 38424384 PMCID: PMC10965857 DOI: 10.1007/s13555-024-01111-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2024] [Accepted: 02/06/2024] [Indexed: 03/02/2024] Open
Abstract
INTRODUCTION The validated 40-gene expression profile (40-GEP) test independently stratifies risk of regional or distant metastasis for cutaneous squamous cell carcinoma (cSCC) tumors with high-risk clinicopathologic features. This study evaluated the stratification of risk by the 40-GEP test in a large cohort of tumors with one or more high-risk factors and in clinically relevant subgroups, including tumors within National Comprehensive Cancer Network (NCCN) high- and very-high-risk groups, lower-stage BWH T1 and T2a tumors, and patients > 65 years old. METHODS This multicenter (n = 58) performance study of the 40-GEP included 897 patients. Kaplan-Meier analyses were performed to assess risk stratification profiles for 40-GEP Class 1 (low), Class 2A (higher) and Class 2B (highest) risk groups, while nested Cox regression models were used to compare risk prediction of clinicopathologic risk classification systems versus risk classification systems in combination with 40-GEP. RESULTS Patients classified as 40-GEP Class 1, Class 2A, or Class 2B had significantly different metastatic risk profiles (p < 0.0001). Integrating 40-GEP results into models with individual clinicopathologic risk factors or risk classification systems (Brigham and Women's Hospital, American Joint Committee on Cancer Staging Manual, 8th Edition) and NCCN demonstrated significant improvement in accuracy for prediction of metastatic events (ANOVA for model deviance, p < 0.0001 for all models). CONCLUSION The 40-GEP test demonstrates accurate, independent, clinically actionable stratification of metastatic risk and improves predictive accuracy when integrated into risk classification systems. The improved accuracy of risk assessment when including tumor biology via the 40-GEP test ensures more risk-aligned, personalized patient management decisions.
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Affiliation(s)
- Ashley Wysong
- Department of Dermatology, University of Nebraska Medical Center, Omaha, NE, USA
| | - Ally-Khan Somani
- Department of Dermatology, Indiana University School of Medicine, Indianapolis, IN, USA
- SkinMD, L.L.C., Orland Park, IL, USA
| | | | - Javier Cañueto
- Department of Dermatology Complejo, Asistencial Universitario de Salamanca, Salamanca, Spain
- Instituto de Investigación Biomédica de Salamanca (IBSAL), Salamanca, Spain
- Instituto de Biología Celular y Molecular de Cáncer (CIC-IBMCC)-CSIC/USAL, Salamanca, Spain
| | | | - Jennifer J Siegel
- Research and Development, Castle Biosciences, Inc., Friendswood, TX, USA
| | - Anesh Prasai
- Research and Development, Castle Biosciences, Inc., Friendswood, TX, USA
| | - Matthew S Goldberg
- Research and Development, Castle Biosciences, Inc., Friendswood, TX, USA
- Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | | | | | - Anna Bar
- Department of Dermatology, Oregon Health & Science University, Portland, OR, USA
| | - Julia Kasprzak
- Department of Dermatology, Medical College of Wisconsin, Milwaukee, WI, USA
| | | | - Shlomo A Koyfman
- Department of Radiation Oncology, Cleveland Clinic, Cleveland, OH, USA
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Mittal A, Mittal BB. Comparative Analysis of US Guidelines for the Management of Cutaneous Squamous Cell and Basal Cell Carcinoma. J Skin Cancer 2024; 2024:3859066. [PMID: 38370137 PMCID: PMC10872771 DOI: 10.1155/2024/3859066] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2023] [Revised: 01/11/2024] [Accepted: 01/22/2024] [Indexed: 02/20/2024] Open
Abstract
Background This study presents a comparative analysis of recently published guidelines to manage cutaneous squamous cell carcinoma (cSCC) and cutaneous basal cell carcinoma (cBCC) within the United States (US). Methods A PubMed database search was performed for the time period between June 1, 2016, and December 1, 2022. A comprehensive comparison was performed in the following clinical interest areas: staging and risk stratification, management of primary tumor and regional nodes with curative intent, and palliative treatment. Results Guidelines from 3 organizations were analyzed: the American Academy of Dermatology (AAD), the National Comprehensive Cancer Network (NCCN), and the American Society for Radiation Oncology (ASTRO). The guidelines used different methodologies to grade evidence, making comparison difficult. There was agreement that surgery is the preferred treatment for curative cBCC and cSCC. For patients ineligible for surgery, there was a consensus to recommend definitive radiation. AAD and NCCN recommended consideration of other topical modalities in selected low-risk cBCC. Postoperative radiation therapy (PORT) was uniformly recommended in patients with positive margins that could not be cleared with surgery and in patients with nerve invasion. The definition and extent of nerve invasion varied. All guidelines recommended surgery as the primary treatment in patients with lymph node metastases in a curative setting. The criteria used for PORT varied; NCCN and ASTRO used lymph node size, number of nodes, and extracapsular extension for recommending PORT. Both NCCN and ASTRO recommend consideration of systemic treatment along with PORT in patients with extracapsular extension. Conclusion: US guidelines provide contemporary and complementary information on the management of cBCC and cSCC. There are opportunities for research, particularly in the areas of staging, indications for adjuvant treatment in curative settings, extent of nerve invasion and prognosis, and the role of systemic treatments in curative and palliative settings.
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Affiliation(s)
- Amit Mittal
- Department of Dermatology, Mayo Clinic College of Medicine & Science, 200 First St SW, Rochester, MN 55905, USA
| | - Bharat B. Mittal
- Department of Radiation Oncology, Northwestern University, 251 E Huron LC-178, Chicago, IL 60611, USA
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Masarwy R, Shilo S, Carmel Neiderman NN, Kampel L, Horowitz G, Muhanna N, Mansour J. The Prognostic Value and Clinical Utility of the 40-Gene Expression Profile (40-GEP) Test in Cutaneous Squamous Cell Carcinoma: Systematic Review and Meta-Analysis. Cancers (Basel) 2023; 15:cancers15092456. [PMID: 37173922 PMCID: PMC10177351 DOI: 10.3390/cancers15092456] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2023] [Revised: 04/20/2023] [Accepted: 04/23/2023] [Indexed: 05/15/2023] Open
Abstract
BACKGROUND The current tumor staging systems for cutaneous squamous cell carcinoma (cSCC) are considered inadequate and insufficient for evaluating the risk of metastasis and for identifying patients at high risk of cSCC. This meta-analysis aimed to assess the prognostic significance of a 40-gene expression profile (40-GEP) both independently and integrated with clinicopathologic risk factors and established staging systems (American Joint Committee on Cancer, eighth edition (AJCC8) and Brigham and Women's Hospital (BWH)). METHODS Electronic databases, including PubMed (MEDLINE), Embase, the Cochrane Library, and Google Scholar, were systematically searched to identify cohort studies and randomized controlled trials on evaluations of the prediction value of 40-GEP in cSCC patients up to January 2023. The metastatic risk analysis of a given 40-GEP class combined with tumor stage and/or other clinicopathologic risk factors was based upon log hazard ratios (HRs) and their standard error (SE). Heterogeneity and subgroup analyses were performed, and data quality was assessed. RESULTS A total of 1019 patients from three cohort studies were included in this meta-analysis. The overall three-year metastatic-free survival rates were 92.4%, 78.9%, and 45.4% for class 1 (low risk), class 2A (Intermediate risk), and class 2B (high risk) 40-GEP, respectively, indicating a significant variation in survival rates between the risk classification groups. The pooled positive predictive value was significantly higher in class 2B when compared to AJCC8 or BWH. The subgroup analyses demonstrated significant superiority of integrating 40-GEP with clinicopathologic risk factors or AJCC8/BWH, especially for class 2B patients. CONCLUSIONS The integration of 40-GEP with staging systems can improve the identification of cSCC patients at high risk of metastasis, potentially leading to improved care and outcomes, especially in the high-risk class 2B group.
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Affiliation(s)
- Razan Masarwy
- Department of Otolaryngology, Head and Neck and Maxillofacial Surgery, Tel-Aviv Medical Center, Tel-Aviv University, Tel-Aviv 6423906, Israel
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 6997801, Israel
| | - Shahaf Shilo
- Department of Otolaryngology, Head and Neck and Maxillofacial Surgery, Tel-Aviv Medical Center, Tel-Aviv University, Tel-Aviv 6423906, Israel
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 6997801, Israel
| | - Narin Nard Carmel Neiderman
- Department of Otolaryngology, Head and Neck and Maxillofacial Surgery, Tel-Aviv Medical Center, Tel-Aviv University, Tel-Aviv 6423906, Israel
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 6997801, Israel
| | - Liyona Kampel
- Department of Otolaryngology, Head and Neck and Maxillofacial Surgery, Tel-Aviv Medical Center, Tel-Aviv University, Tel-Aviv 6423906, Israel
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 6997801, Israel
| | - Gilad Horowitz
- Department of Otolaryngology, Head and Neck and Maxillofacial Surgery, Tel-Aviv Medical Center, Tel-Aviv University, Tel-Aviv 6423906, Israel
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 6997801, Israel
| | - Nidal Muhanna
- Department of Otolaryngology, Head and Neck and Maxillofacial Surgery, Tel-Aviv Medical Center, Tel-Aviv University, Tel-Aviv 6423906, Israel
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 6997801, Israel
| | - Jobran Mansour
- Department of Otolaryngology, Head and Neck and Maxillofacial Surgery, Tel-Aviv Medical Center, Tel-Aviv University, Tel-Aviv 6423906, Israel
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 6997801, Israel
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Singh G, Tolkachjov SN, Farberg AS. Incorporation of the 40-Gene Expression Profile (40-GEP) Test to Improve Treatment Decisions in High-Risk Cutaneous Squamous Cell Carcinoma (cSCC) Patients: Case Series and Algorithm. Clin Cosmet Investig Dermatol 2023; 16:925-935. [PMID: 37051586 PMCID: PMC10083143 DOI: 10.2147/ccid.s403330] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2023] [Accepted: 03/25/2023] [Indexed: 04/08/2023]
Abstract
Cutaneous squamous cell carcinoma (cSCC) has become a significant public health issue due to its rapidly rising incidence and an estimated 1.8 million newly diagnosed cases annually. As with other cancers, treatment decisions for patients with cSCC are based primarily on a patient's risk for poor outcomes. There has been improvement in clinicopathologic factor-based risk assessment approaches, either through informal methods or ever evolving staging approaches. However, these approaches misidentify patients who will eventually have disease progression as low-risk and conversely, over classify patients as high-risk who do not experience relapse. To improve the accuracy of risk assessment for patients with cSCC, the 40-gene expression profile (40-GEP) test has been validated to show statistically significant stratification of a high-risk cSCC patient's risk of nodal or distant metastasis, independent of currently available risk-assessment methods. The 40-GEP test allows for a more accurate classification of metastatic risk for high-risk cSCC patients, with the aim to influence appropriate allocation of clinician time and therapeutic resources to those patients who will most benefit. The objective of this article is to present a treatment algorithm in which clinicians can easily integrate the results of the 40-GEP test into their current treatment approaches to tailor patient care based on individual tumor biology. The following modalities were considered: surveillance imaging, sentinel lymph node biopsy (SLNB), adjuvant radiation therapy (ART), and clinical follow-up. The authors have contributed their own cases for discussion as to how they have seen the beneficial impact of 40-GEP test results in their own practice. Overall, clinicians can identify risk-aligned treatment pathway improvements with the use of the 40-GEP test for challenging to manage, high-risk cSCC patients.
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Affiliation(s)
| | - Stanislav N Tolkachjov
- Epiphany Dermatology, Dallas, TX, USA
- University of Texas at Southwestern, Dallas, TX, USA
- Baylor University Medical Center, Dallas, TX, USA
- Texas A&M College of Medicine, Dallas, TX, USA
| | - Aaron S Farberg
- Texas A&M College of Medicine, Dallas, TX, USA
- Bare Dermatology, Dallas, TX, USA
- Baylor Scott & White Health System, Dallas, TX, USA
- Correspondence: Aaron S Farberg, Bare Dermatology, 2110 Research Row, Dallas, TX, 75235, USA, Tel +1 847-721-2725, Email
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Kitrell BM, Blue ED, Siller A, Lobl MB, Evans TD, Whitley MJ, Wysong A. Gene Expression Profiles in Cutaneous Oncology. Dermatol Clin 2022; 41:89-99. [DOI: 10.1016/j.det.2022.07.018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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Cohen PR, Kurzrock R. Dermatologic Disease-Directed Targeted Therapy (D 3T 2): The Application of Biomarker-Based Precision Medicine for the Personalized Treatment of Skin Conditions-Precision Dermatology. Dermatol Ther (Heidelb) 2022; 12:2249-2271. [PMID: 36121579 PMCID: PMC9515268 DOI: 10.1007/s13555-022-00801-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2022] [Accepted: 08/23/2022] [Indexed: 11/03/2022] Open
Abstract
Precision dermatology uses individualized dermatologic disease-directed targeted therapy (D3T2) for the management of dermatoses and for the evaluation and therapy of cutaneous malignancies. Personalized/precision strategies are based on biomarkers that are most frequently derived from tissue transcriptomic expression or genomic sequencing or from circulating cytokines. For instance, the pathologic diagnosis of a pigmented lesion and determining the prognosis of a malignant melanocytic neoplasm can be enhanced by genomic/transcriptomic analysis. In addition to biopsy, innovative techniques have been developed for obtaining transcriptomes in skin conditions; as an example, patches can be applied to a psoriasis plaque for a few minutes to capture the epidermis/upper dermis transcriptome. Atopic dermatitis and prurigo nodularis may also be candidate conditions for precision dermatology. Precision dermatology has a role in managing melanoma and nonmelanoma skin cancers and rare cutaneous tumors-such as perivascular epithelioid cell tumor (PEComa)-that can originate in or metastasize to the skin. For instance, advanced/metastatic basal cell carcinomas can be treated with Hedgehog inhibitors (vismodegib and sonidegib) targeting the smoothened (SMO) or patched 1 (PTCH1) gene alterations that are a hallmark of these cancers and activate the Hedgehog pathway. Advanced/metastatic basal and cutaneous squamous cell cancers often have a high tumor mutational burden (which predicts immunotherapy response); immune checkpoint blockade with cemiplimab, a programmed cell death protein 1 (PD1) inhibitor, is now approved for these malignancies. Gene expression profiling of primary cutaneous squamous cell carcinoma can identify those individuals at high risk for subsequent metastases. In the realm of rare neoplasms, PEComas-which can originate in the skin, albeit uncommonly-have tuberous sclerosis complex 1 (TSC1)/tuberous sclerosis complex 2 (TSC2) gene alterations, which activate mammalian target of rapamycin (mTOR) signaling, and can be suppressed by nab-sirolimus, now approved for this condition. In summary, precision dermatologic techniques/strategies are an important emerging approach for evaluation and management of skin disorders and cutaneous neoplasms, and may serve as a paradigm for the application of precision medicine beyond dermatology.
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Affiliation(s)
- Philip R Cohen
- Department of Dermatology, Davis Medical Center, University of California, Sacramento, CA, USA.
- Touro University California College of Osteopathic Medicine, Vallejo, CA, USA.
- University of California, 10991 Twinleaf Court, San Diego, CA, 92131, USA.
| | - Razelle Kurzrock
- Department of Medicine, Medical College of Wisconsin Cancer Center and Genome Sciences and Precision Medicine Center, Milwaukee, WI, USA
- Worldwide Innovative Network (WIN) for Personalized Cancer Therapy, Villejuif, France
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Hooper PB, Farberg AS, Fitzgerald AL, Siegel JJ, Rackley BB, Prasai A, Kurley SJ, Goldberg MS, Litchman GH. Real-world Evidence Shows Clinicians Appropriately Use the Prognostic 40-gene Expression Profile (40-GEP) Test for High-risk Cutaneous Squamous Cell Carcinoma (cSCC) Patients. Cancer Invest 2022; 40:911-922. [PMID: 36073945 DOI: 10.1080/07357907.2022.2116454] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
Abstract
Treatment decisions for patients with cutaneous squamous cell carcinoma (cSCC) are traditionally based upon clinicopathologic risk factors and staging systems. Due to the accuracy limitations of these resources in predicting poor outcomes, there is a clinically significant need for more accurate methods of risk assessment. The 40-gene expression profile (40-GEP) test was developed to augment metastatic risk prediction of high-risk cSCC patients and has been validated in two independent, multi-center studies involving over 1,000 patients. This study substantiates that the 40-GEP is appropriately utilized by clinicians and that the personalized risk-stratification results are impactful in guiding risk-aligned patient management.
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Affiliation(s)
- Perry B Hooper
- Department of Dermatology, Indiana University School of Medicine, Indianapolis, IN
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Ibrahim SF, Kasprzak JM, Hall MA, Fitzgerald AL, Siegel JJ, Kurley SJ, Covington KR, Goldberg MS, Farberg AS, Trotter SC, Reed K, Brodland DG, Koyfman SA, Somani AK, Arron ST, Wysong A. Enhanced metastatic risk assessment in cutaneous squamous cell carcinoma with the 40-gene expression profile test. Future Oncol 2021; 18:833-847. [PMID: 34821148 DOI: 10.2217/fon-2021-1277] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Aim: To clinically validate the 40-gene expression profile (40-GEP) test for cutaneous squamous cell carcinoma patients and evaluate coupling the test with individual clinicopathologic risk factor-based assessment methods. Patients & methods: In a 33-site study, primary tumors with known patient outcomes were assessed under clinical testing conditions (n = 420). The 40-GEP results were integrated with clinicopathologic risk factors. Kaplan-Meier and Cox regression analyses were performed for metastasis. Results: The 40-GEP test demonstrated significant prognostic value. Risk classification was improved via integration of 40-GEP results with clinicopathologic risk factor-based assessment, with metastasis rates near the general cutaneous squamous cell carcinoma population for Class 1 and ≥50% for Class 2B. Conclusion: Combining molecular profiling with clinicopathologic risk factor assessment enhances stratification of cutaneous squamous cell carcinoma patients and may inform decision-making for risk-appropriate management strategies.
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Affiliation(s)
- Sherrif F Ibrahim
- Rochester Dermatologic Surgery, Victor, NY 14564, USA.,Department of Dermatology, University of Rochester Medical Center, Rochester, NY 14620, USA
| | - Julia M Kasprzak
- Department of Dermatology, Medical College of Wisconsin, Milwaukee, WI 53226, USA
| | - Mary A Hall
- Castle Biosciences, Inc., Friendswood, TX 77546, USA
| | | | | | | | | | - Matthew S Goldberg
- Castle Biosciences, Inc., Friendswood, TX 77546, USA.,Department of Dermatology, Icahn School of Medicine at Mount Sinai, New York, NY 10025, USA
| | - Aaron S Farberg
- Department of Dermatology, Baylor University Medical Center, Dallas, TX 75246, USA
| | | | | | | | - Shlomo A Koyfman
- Department of Radiation Oncology, Cleveland Clinic, Cleveland, OH 44106, USA
| | - Ally-Khan Somani
- Department of Dermatology, Indiana University School of Medicine, Indianapolis, IN 46202, USA
| | | | - Ashley Wysong
- Department of Dermatology, University of Nebraska Medical Center, Omaha, NE 68198, USA
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