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Giubellino A, He Y, Munro SA, Zhou Y, Song KY, Plaza JA, Torres-Cabala CA, Nelson AC. Gene Expression Profile of Benign, Intermediate, and Malignant Spitz and Spitzoid Melanocytic Lesions. Cancers (Basel) 2024; 16:1798. [PMID: 38791877 PMCID: PMC11119593 DOI: 10.3390/cancers16101798] [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: 03/12/2024] [Revised: 04/19/2024] [Accepted: 05/06/2024] [Indexed: 05/26/2024] Open
Abstract
Spitz and Spitzoid lesions represent one of the most challenging melanocytic neoplasms in dermatopathology. Nosologic classification has been more recently improved by the discovery of novel molecular drivers, particularly translocations. In the current study, we aimed to use an unbiased approach to explore the gene expression profile of a group of melanocytic Spitz and Spitzoid melanocytic lesions ranging from benign lesions to melanoma, including intermediate lesions such as SPARK nevi and atypical Spitz tumors/melanocytomas. Using unsupervised analysis of gene expression data, we found some distinct hierarchical clusters of lesions, including groups characterized by ALK and NTRK translocations. Few non-ALK translocated tumors demonstrated increased ALK expression, confirmed by immunohistochemistry. Spitz tumors with overlapping features of dysplastic nevi, so-called SPARK nevi, appear to have a common gene expression profile by hierarchical clustering. Finally, weighted gene correlation network analysis identified gene modules variably regulated in subtypes of these cases. Thus, gene expression profiling of Spitz and Spitzoid lesions represents a viable instrument for the characterization of these lesions.
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Affiliation(s)
- Alessio Giubellino
- Department of Laboratory Medicine and Pathology, University of Minnesota, Minneapolis, MN 55455, USA; (Y.H.); (Y.Z.); (K.Y.S.); (A.C.N.)
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN 55455, USA
| | - Yuyu He
- Department of Laboratory Medicine and Pathology, University of Minnesota, Minneapolis, MN 55455, USA; (Y.H.); (Y.Z.); (K.Y.S.); (A.C.N.)
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN 55455, USA
| | - Sarah A. Munro
- Minnesota Supercomputing Institute, Minneapolis, MN 55455, USA;
| | - Yan Zhou
- Department of Laboratory Medicine and Pathology, University of Minnesota, Minneapolis, MN 55455, USA; (Y.H.); (Y.Z.); (K.Y.S.); (A.C.N.)
| | - Kyu Young Song
- Department of Laboratory Medicine and Pathology, University of Minnesota, Minneapolis, MN 55455, USA; (Y.H.); (Y.Z.); (K.Y.S.); (A.C.N.)
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN 55455, USA
| | - Jose A. Plaza
- Department of Pathology, The Ohio State University Wexner Medical Center (OOSUWMC), Columbus, OH 43210, USA;
| | | | - Andrew C. Nelson
- Department of Laboratory Medicine and Pathology, University of Minnesota, Minneapolis, MN 55455, USA; (Y.H.); (Y.Z.); (K.Y.S.); (A.C.N.)
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN 55455, USA
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Sun J, Karasaki KM, Farma JM. The Use of Gene Expression Profiling and Biomarkers in Melanoma Diagnosis and Predicting Recurrence: Implications for Surveillance and Treatment. Cancers (Basel) 2024; 16:583. [PMID: 38339333 PMCID: PMC10854922 DOI: 10.3390/cancers16030583] [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: 12/26/2023] [Revised: 01/22/2024] [Accepted: 01/26/2024] [Indexed: 02/12/2024] Open
Abstract
Cutaneous melanoma is becoming more prevalent in the United States and has the highest mortality among cutaneous malignancies. The majority of melanomas are diagnosed at an early stage and, as such, survival is generally favorable. However, there remains prognostic uncertainty among subsets of early- and intermediate-stage melanoma patients, some of whom go on to develop advanced disease while others remain disease-free. Melanoma gene expression profiling (GEP) has evolved with the notion to help bridge this gap and identify higher- or lower-risk patients to better tailor treatment and surveillance protocols. These tests seek to prognosticate melanomas independently of established AJCC 8 cancer staging and clinicopathologic features (sex, age, primary tumor location, thickness, ulceration, mitotic rate, lymphovascular invasion, microsatellites, and/or SLNB status). While there is a significant opportunity to improve the accuracy of melanoma prognostication and diagnosis, it is equally important to understand the current landscape of molecular profiling for melanoma treatment. Society guidelines currently do not recommend molecular testing outside of clinical trials for melanoma clinical decision making, citing insufficient high-quality evidence guiding indications for the testing and interpretation of results. The goal of this chapter is to review the available literature for GEP testing for melanoma diagnosis and prognostication and understand their place in current treatment paradigms.
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Affiliation(s)
- James Sun
- Department of Surgical Oncology, Fox Chase Cancer Center, Philadelphia, PA 19002, USA;
| | | | - Jeffrey M. Farma
- Department of Surgical Oncology, Fox Chase Cancer Center, Philadelphia, PA 19002, USA;
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Huang C, Lau TWS, Smoller BR. Diagnosing Cutaneous Melanocytic Tumors in the Molecular Era: Updates and Review of Literature. Dermatopathology (Basel) 2024; 11:26-51. [PMID: 38247727 PMCID: PMC10801542 DOI: 10.3390/dermatopathology11010005] [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: 10/31/2023] [Revised: 01/08/2024] [Accepted: 01/09/2024] [Indexed: 01/23/2024] Open
Abstract
Over the past decade, molecular and genomic discoveries have experienced unprecedented growth, fundamentally reshaping our comprehension of melanocytic tumors. This review comprises three main sections. The first part gives an overview of the current genomic landscape of cutaneous melanocytic tumors. The second part provides an update on the associated molecular tests and immunohistochemical stains that are helpful for diagnostic purposes. The third section briefly outlines the diverse molecular pathways now utilized for the classification of cutaneous melanomas. The primary goal of this review is to provide a succinct overview of the molecular pathways involved in melanocytic tumors and demonstrate their practical integration into the realm of diagnostic aids. As the molecular and genomic knowledge base continues to expand, this review hopes to serve as a valuable resource for healthcare professionals, offering insight into the evolving molecular landscape of cutaneous melanocytic tumors and its implications for patient care.
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Affiliation(s)
- Chelsea Huang
- Department of Pathology, Loma Linda University Medical Center, Loma Linda, CA 92354, USA
| | | | - Bruce R. Smoller
- Department of Pathology and Laboratory Medicine, University of Rochester Medical Center, Rochester, NY 14642, USA;
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Stassen RC, Mulder EEAP, Mooyaart AL, Francken AB, van der Hage J, Aarts MJB, van der Veldt AAM, Verhoef C, Grünhagen DJ. Clinical evaluation of the clinicopathologic and gene expression profile (CP-GEP) in patients with melanoma eligible for sentinel lymph node biopsy: A multicenter prospective Dutch study. EUROPEAN JOURNAL OF SURGICAL ONCOLOGY 2023; 49:107249. [PMID: 37907016 DOI: 10.1016/j.ejso.2023.107249] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2023] [Revised: 09/29/2023] [Accepted: 10/25/2023] [Indexed: 11/02/2023]
Abstract
Sentinel lymph node biopsy (SLNB) is recommended for patients with >pT1b cutaneous melanoma, and should be considered and discussed with patients diagnosed with pT1b cutaneous melanoma for the purpose of staging, prognostication and determining eligibility for adjuvant therapy. Previously, the clinicopathologic and gene expression profile (CP-GEP, Merlin Assay®) model was developed to identify patients who can forgo SLNB because of a low risk for sentinel node metastasis. The aim of this study was to evaluate the clinical use and implementation of the CP-GEP model in a prospective multicenter study in the Netherlands. Both test performance and feasibility for clinical implementation were assessed in 260 patients with T1-T4 melanoma. The CP-GEP model demonstrated an overall negative predictive value of 96.7% and positive predictive value of 23.7%, with a potential SLNB reduction rate of 42.2% in patients with T1-T3 melanoma. With a median time of 16 days from initiation to return of test results, there was sufficient time left before the SLNB was performed. Based on these outcomes, the model may support clinical decision-making to identify patients who can forgo SLNB in clinical practice.
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Affiliation(s)
- Robert C Stassen
- Department of Surgical Oncology, Erasmus Medical Center - Cancer Institute, Rotterdam, the Netherlands
| | - Evalyn E A P Mulder
- Department of Surgical Oncology, Erasmus Medical Center - Cancer Institute, Rotterdam, the Netherlands; Departments of Medical Oncology and Radiology & Nuclear Medicine, Erasmus Medical Center - Cancer Institute, Rotterdam, the Netherlands
| | - Antien L Mooyaart
- Department of Pathology, Erasmus Medical Centre - Cancer Institute Rotterdam, the Netherlands
| | | | - Jos van der Hage
- Department of Surgical Oncology, Leiden University Medical Center, Leiden, the Netherlands
| | - Maureen J B Aarts
- Department of Medical Oncology, GROW School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, the Netherlands
| | - Astrid A M van der Veldt
- Departments of Medical Oncology and Radiology & Nuclear Medicine, Erasmus Medical Center - Cancer Institute, Rotterdam, the Netherlands
| | - Cornelis Verhoef
- Department of Surgical Oncology, Erasmus Medical Center - Cancer Institute, Rotterdam, the Netherlands
| | - Dirk J Grünhagen
- Department of Surgical Oncology, Erasmus Medical Center - Cancer Institute, Rotterdam, the Netherlands.
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Pérez-Pérez M, Agostino A, de Sola-Llamas CG, Ruvolo M, Vilches-Arenas A, Relimpio-López MI, Espejo-Arjona F, Macías-García L, De Miguel-Rodríguez M, García-Escudero A, Idoate MA, Ríos-Martín JJ. Next-generation sequencing of uveal melanoma with clinical and histological correlations: Prognostic value of new mutations in the PI3K/AKT/mTOR pathway. Clin Exp Ophthalmol 2023; 51:822-834. [PMID: 37803816 DOI: 10.1111/ceo.14302] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2023] [Revised: 09/10/2023] [Accepted: 09/19/2023] [Indexed: 10/08/2023]
Abstract
BACKGROUND Uveal melanoma (UM) is the eye's most common primary malignancy and there are no effective therapies for disseminated disease. It is important to try to know the patient's prognosis. The aim of this study was to reflect genetic variants, studied using NGS, of a series of 69 cases of UM and its correlation with histopathology and clinical progression. METHODS We performed targeted NGS using a 519-gene panel. RESULTS There were selected 28 different mutated genes, showing a total of 231 genetic variants that affected the function of the protein. The most common secondary mutations occurred in SF3B1 (in 26%), followed by BAP1 (in 23%), LRP1B (22%) and FGFR4 (20%). BAP1 mutation was associated with a greater likelihood of metastases and with greater presence of epithelioid cells. LRP1B was also associated with presence of epithelioid cells SF3B1 mutation was significantly associated with a spindle morphology. We found variants in the RAD51B, TOP2A, PTPRD, TSC2, DHX9, PDK1 and MTOR that have not been previously reported in consulted databases. The presence of a mutation in: CHEK2, DHX9 and PDK1 was associated with metastases. CONCLUSIONS BAP1 is the most solid biomarker of a poor prognosis in UM and mutations can be detected using NGS. SF3B1 is associated with the spindle cell subtype of UM, which gives it probably a favourable prognostic value. Our study suggests that mutations in DHX9 and PDK1 can have prognostic value. These potential biomarkers are related to the PI3K/AKT/mTOR pathway and makes them candidates for developing new directed therapies.
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Affiliation(s)
- Manuel Pérez-Pérez
- Department of Anatomic Pathology, Virgen Macarena University Hospital, Seville, Spain
| | - Alessandro Agostino
- Diagnostics and Genomics Division, Agilent Technologies Italia S.p.A. Cernusco sul Naviglio, Milan, Italy
| | | | - Michael Ruvolo
- Diagnostics and Genomics Division, Agilent Technologies, Inc., Santa Clara, California, USA
| | - Angel Vilches-Arenas
- Department of Preventive Medicine and Public Health, Faculty of Medicine, University of Seville, Seville, Spain
| | | | | | - Laura Macías-García
- Department of Normal and Pathological Histology and Cytology, Faculty of Medicine, University of Seville, Seville, Spain
| | - Manuel De Miguel-Rodríguez
- Department of Normal and Pathological Histology and Cytology, Faculty of Medicine, University of Seville, Seville, Spain
| | | | - Miguel A Idoate
- Department of Anatomic Pathology, Virgen Macarena University Hospital, Seville, Spain
- Department of Normal and Pathological Histology and Cytology, Faculty of Medicine, University of Seville, Seville, Spain
| | - Juan J Ríos-Martín
- Department of Anatomic Pathology, Virgen Macarena University Hospital, Seville, Spain
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Kakish H, Sun J, Zheng DX, Ahmed FA, Elshami M, Loftus AW, Ocuin LM, Ammori JB, Hoehn RS, Bordeaux JS, Rothermel LD. Predictors of sentinel lymph node metastasis in very thin invasive melanomas. Br J Dermatol 2023; 189:419-426. [PMID: 37290803 DOI: 10.1093/bjd/ljad195] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2023] [Revised: 06/04/2023] [Accepted: 06/04/2023] [Indexed: 06/10/2023]
Abstract
BACKGROUND Melanomas < 0.8 mm in Breslow depth have less than a 5% risk for nodal positivity. Nonetheless, nodal positivity is prognostic for this group. Early identification of nodal positivity may improve the outcomes for these patients. OBJECTIVES To determine the degree to which ulceration and other high-risk features predict sentinel lymph node (SLN) positivity for very thin melanomas. METHODS The National Cancer Database was reviewed from 2012 to 2018 for patients with melanoma with Breslow thickness < 0.8 mm. Data were analysed from 7 July 2022 through to 25 February 2023. Patients were excluded if data regarding their ulceration status or SLN biopsy (SLNB) performance were unknown. We analysed patient, tumour and health system factors for their effect on SLN positivity. Data were analysed using χ2 tests and logistic regressions. Overall survival (OS) was compared by Kaplan-Meier analyses. RESULTS Positive nodal metastases were seen in 876 (5.0%) patients who underwent SLNB (17 692). Factors significantly associated with nodal positivity on multivariable analysis include lymphovascular invasion [odds ratio (OR) 4.5, P < 0.001], ulceration (OR 2.6, P < 0.001), mitoses (OR 2.1, P < 0.001) and nodular subtype (OR 2.1, P < 0.001). Five-year OS was 75% and 92% for patients with positive and negative SLN, respectively. CONCLUSIONS Nodal positivity has prognostic significance for very thin melanomas. In our cohort, the rate of nodal positivity was 5% overall in these patients who underwent SLNB. Specific tumour factors (e.g. lymphovascular invasion, ulceration, mitoses, nodular subtype) were associated with higher rates of SLN metastases and should be used to guide clinicians in choosing which patients will benefit from SLNB.
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Affiliation(s)
- Hanna Kakish
- Department of Surgery, Division of Surgical Oncology, University Hospitals Cleveland Medical Center, 11100 Euclid Ave., Cleveland, OH, USA
| | - James Sun
- Department of Surgery, Division of Surgical Oncology, University Hospitals Cleveland Medical Center, 11100 Euclid Ave., Cleveland, OH, USA
| | - David X Zheng
- Department of Dermatology, University Hospitals Cleveland Medical Center, Case Western Reserve University, Cleveland, OH, USA
| | - Fasih Ali Ahmed
- Department of Surgery, Division of Surgical Oncology, University Hospitals Cleveland Medical Center, 11100 Euclid Ave., Cleveland, OH, USA
| | - Mohamedraed Elshami
- Department of Surgery, Division of Surgical Oncology, University Hospitals Cleveland Medical Center, 11100 Euclid Ave., Cleveland, OH, USA
| | - Alexander W Loftus
- Department of Surgery, Division of Surgical Oncology, University Hospitals Cleveland Medical Center, 11100 Euclid Ave., Cleveland, OH, USA
| | - Lee M Ocuin
- Department of Surgery, Division of Surgical Oncology, University Hospitals Cleveland Medical Center, 11100 Euclid Ave., Cleveland, OH, USA
| | - John B Ammori
- Department of Surgery, Division of Surgical Oncology, University Hospitals Cleveland Medical Center, 11100 Euclid Ave., Cleveland, OH, USA
| | - Richard S Hoehn
- Department of Surgery, Division of Surgical Oncology, University Hospitals Cleveland Medical Center, 11100 Euclid Ave., Cleveland, OH, USA
| | - Jeremy S Bordeaux
- Department of Dermatology, University Hospitals Cleveland Medical Center, Case Western Reserve University, Cleveland, OH, USA
| | - Luke D Rothermel
- Department of Surgery, Division of Surgical Oncology, University Hospitals Cleveland Medical Center, 11100 Euclid Ave., Cleveland, OH, USA
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Chen LN, Carvajal RD. Considerations for adjuvant immunotherapy in stage II melanoma: KEYNOTE-716 and beyond. ANNALS OF TRANSLATIONAL MEDICINE 2023; 11:368. [PMID: 37675306 PMCID: PMC10477649 DOI: 10.21037/atm-23-839] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/27/2023] [Accepted: 03/09/2023] [Indexed: 09/08/2023]
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Tripathi R, Larson K, Fowler G, Han D, Vetto JT, Bordeaux JS, Yu WY. A Clinical Decision Tool to Calculate Pretest Probability of Sentinel Lymph Node Metastasis in Primary Cutaneous Melanoma. Ann Surg Oncol 2023; 30:4321-4328. [PMID: 36840860 PMCID: PMC9961302 DOI: 10.1245/s10434-023-13220-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2022] [Accepted: 01/24/2023] [Indexed: 02/24/2023]
Abstract
BACKGROUND Although sentinel lymph node biopsy (SLNB) status is a strong prognostic indicator for cutaneous melanoma, unnecessary SLNBs have substantial cost and morbidity burden. OBJECTIVE This study was designed to develop, validate, and present a personalized, clinical, decision-making tool using nationally representative data with clinically actionable probability thresholds (Expected Lymphatic Metastasis Outcome [ELMO]). METHODS Data from the Surveillance, Epidemiology, and End Results (SEER) Registry from 2000 to 2017 and the National Cancer Database (NCDB) from 2004 to 2015 were used to develop and internally validate a logistic ridge regression predictive model for SLNB positivity. External validation was done with 1568 patients at a large tertiary referral center. RESULTS The development cohort included 134,809 patients, and the internal validation cohort included 38,518 patients. ELMO (AUC 0.85) resulted in a 29.54% SLNB reduction rate and greater sensitivity in predicting SLNB status for T1b, T2a, and T2b tumors than previous models. In external validation, ELMO had an accuracy of 0.7586 and AUC of 0.7218. Limitations of this study are potential miscoding, unaccounted confounders, and effect modification. CONCLUSIONS ELMO ( https://melanoma-sentinel.herokuapp.com/ ) has been developed and validated (internally and externally) by using the largest publicly available dataset of melanoma patients and was found to have high accuracy compared with other published models and gene expression tests. Individualized risk estimates for SLNB positivity are critical in facilitating thorough decision-making for healthcare providers and patients with melanoma.
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Affiliation(s)
- Raghav Tripathi
- Department of Dermatology, Johns Hopkins Medicine, Baltimore, MD, USA.
| | | | - Graham Fowler
- Department of Surgery, Oregon Health and Science University, Portland, OR, USA
| | - Dale Han
- Department of Surgery, Oregon Health and Science University, Portland, OR, USA
| | - John T Vetto
- Department of Surgery, Oregon Health and Science University, Portland, OR, USA
| | - Jeremy S Bordeaux
- Department of Dermatology, University Hospitals Cleveland Medical Center/Case Western Reserve University, Cleveland, OH, USA
| | - Wesley Y Yu
- Department of Dermatology, Oregon Health and Science University, Portland, OR, USA
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Liquid biopsy for monitoring of tumor dormancy and early detection of disease recurrence in solid tumors. Cancer Metastasis Rev 2023; 42:161-182. [PMID: 36607507 PMCID: PMC10014694 DOI: 10.1007/s10555-022-10075-x] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/02/2022] [Accepted: 12/22/2022] [Indexed: 01/07/2023]
Abstract
Cancer is one of the three leading causes of death worldwide. Even after successful therapy and achieving remission, the risk of relapse often remains. In this context, dormant residual cancer cells in secondary organs such as the bone marrow constitute the cellular reservoir from which late tumor recurrences arise. This dilemma leads the term of minimal residual disease, which reflects the presence of tumor cells disseminated from the primary lesion to distant organs in patients who lack any clinical or radiological signs of metastasis or residual tumor cells left behind after therapy that eventually lead to local recurrence. Disseminated tumor cells have the ability to survive in a dormant state following treatment and linger unrecognized for more than a decade before emerging as recurrent disease. They are able to breakup their dormant state and to readopt their proliferation under certain circumstances, which can finally lead to distant relapse and cancer-associated death. In recent years, extensive molecular and genetic characterization of disseminated tumor cells and blood-based biomarker has contributed significantly to our understanding of the frequency and prevalence of tumor dormancy. In this article, we describe the clinical relevance of disseminated tumor cells and highlight how latest advances in different liquid biopsy approaches can be used to detect, characterize, and monitor minimal residual disease in breast cancer, prostate cancer, and melanoma patients.
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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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Gambichler T, Elfering J, Meyer T, Bruckmüller S, Stockfleth E, Skrygan M, Käfferlein HU, Brüning T, Lang K, Wagener D, Schröder S, Nick M, Susok L. Protein expression of prognostic genes in primary melanoma and benign nevi. J Cancer Res Clin Oncol 2022; 148:2673-2680. [PMID: 34757537 PMCID: PMC9470607 DOI: 10.1007/s00432-021-03779-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2021] [Accepted: 08/25/2021] [Indexed: 11/22/2022]
Abstract
PURPOSE To evaluate the protein expression characteristics of genes employed in a recently introduced prognostic gene expression assay for patients with cutaneous melanoma (CM). METHODS We studied 37 patients with CM and 10 with benign (melanocytic) nevi (BN). Immunohistochemistry of primary tumor tissue was performed for eight proteins: COL6A6, DCD, GBP4, KLHL41, KRT9, PIP, SCGB1D2, SCGB2A2. RESULTS The protein expression of most markers investigated was relatively low (e.g., DCD, KRT9, SCGB1D2) and predominantly cytoplasmatic in melanocytes and keratinocytes. COL6A6, GBP4, and KLHL41 expression was significantly enhanced in CM when compared to BN. DCD protein expression was significantly correlated with COL6A6, GBP4, and KLHL41. GBP4 was positively correlated with KLHL41 and inversely correlated with SCGB2B2. The latter was also inversely correlated with serum S100B levels at time of initial diagnosis. The presence of SCGB1D2 expression was significantly associated with ulceration of the primary tumor. KRT9 protein expression was significantly more likely found in acral lentiginous melanoma. The presence of DCD expression was less likely associated with superficial spreading melanoma subtype but significantly associated with non-progressive disease. The absence of SCGB2A2 expression was significantly more often observed in patients who did not progress to stage III or IV. CONCLUSIONS The expression levels observed were relatively low but differed in part with those found in BN. Even though we detected some significant correlations between the protein expression levels and clinical parameters (e.g., CM subtype, course of disease), there was no major concordance with the protective or risk-associated functions of the corresponding genes included in a recently introduced prognostic gene expression assay.
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Affiliation(s)
- T Gambichler
- Skin Cancer Center, Department of Dermatology, Ruhr-University Bochum, Bochum, Germany.
| | - J Elfering
- Skin Cancer Center, Department of Dermatology, Ruhr-University Bochum, Bochum, Germany
| | - T Meyer
- Skin Cancer Center, Department of Dermatology, Ruhr-University Bochum, Bochum, Germany
| | - S Bruckmüller
- Skin Cancer Center, Department of Dermatology, Ruhr-University Bochum, Bochum, Germany
| | - E Stockfleth
- Skin Cancer Center, Department of Dermatology, Ruhr-University Bochum, Bochum, Germany
| | - M Skrygan
- Skin Cancer Center, Department of Dermatology, Ruhr-University Bochum, Bochum, Germany
| | - H U Käfferlein
- Institute for Prevention and Occupational Medicine of the German Social Accident Insurances, Ruhr-University Bochum (IPA), Bochum, Germany
| | - T Brüning
- Institute for Prevention and Occupational Medicine of the German Social Accident Insurances, Ruhr-University Bochum (IPA), Bochum, Germany
| | - K Lang
- Institute for Prevention and Occupational Medicine of the German Social Accident Insurances, Ruhr-University Bochum (IPA), Bochum, Germany
| | - D Wagener
- Pathology/Labor Lademannbogen MVZ GmbH, Hamburg, Germany
| | - S Schröder
- Pathology/Labor Lademannbogen MVZ GmbH, Hamburg, Germany
| | - M Nick
- Skin Cancer Center, Department of Dermatology, Ruhr-University Bochum, Bochum, Germany
| | - L Susok
- Skin Cancer Center, Department of Dermatology, Ruhr-University Bochum, Bochum, Germany
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Ahmed K, Siegel JJ, Morgan‐Linnell SK, LiPira K. Attitudes of patients with cutaneous melanoma toward prognostic testing using the 31-gene expression profile test. Cancer Med 2022; 12:2008-2015. [PMID: 35915969 PMCID: PMC9883557 DOI: 10.1002/cam4.5047] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2022] [Revised: 06/28/2022] [Accepted: 06/30/2022] [Indexed: 02/02/2023] Open
Abstract
OBJECTIVE Although most patients diagnosed with early-stage cutaneous melanoma (CM) have excellent outcomes, because of the large number diagnosed each year, many will experience recurrence or death. Prognostic testing for CM using the 31-gene expression profile (31-GEP) test can benefit patients by helping guide risk-appropriate treatment and surveillance plans. We sought to evaluate patients' attitudes toward prognostic testing with the 31-GEP and assess whether patients experience decision regret about having 31-GEP testing. METHODS A 43-question survey was distributed by the Melanoma Research Foundation in June-August 2021 to CM patients enrolled in their database. Patients were asked questions regarding their decision to undergo 31-GEP testing and the extent to which they experienced decision regret using a validated set of Decision Regret Scale questions. RESULTS We analyzed responses from patients diagnosed in 2014 or later (n = 120). Of these, 28 had received 31-GEP testing. Most respondents (n = 108, 90%) desired prognostic information when diagnosed. Of those who received 31-GEP testing, most felt the results were useful (n = 22 out of 24) and had regret scores significantly less than neutral regret, regardless of their test results (Class 1: p < 0.001; Class 2: p = 0.036). Further, decision regret scores were not significantly different between patients who received a Class 1 31-GEP result and those who received a Class 2 result (mean Class 1 = 1.39 and mean Class 2 = 1.90, p = 0.058). CONCLUSIONS Most newly diagnosed CM patients desired prognostic information about their tumors. Patients who received 31-GEP testing felt it was useful and did not regret their decision to undergo 31-GEP testing.
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Affiliation(s)
| | | | | | - Kyleigh LiPira
- Melanoma Research FoundationWashingtonDistrict of ColumbiaUSA
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13
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Dillon LD, McPhee M, Davidson RS, Quick AP, Martin B, Covington KR, Zolochevska O, Cook RW, Vetto JT, Jarell AD, Fleming MD. Expanded evidence that the 31-gene expression profile test provides clinical utility for melanoma management in a multicenter study. Curr Med Res Opin 2022; 38:1267-1274. [PMID: 35081854 DOI: 10.1080/03007995.2022.2033560] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Revised: 01/20/2022] [Accepted: 01/21/2022] [Indexed: 11/03/2022]
Abstract
OBJECTIVE National Comprehensive Cancer Network (NCCN) guidelines for cutaneous melanoma (CM) recommend physicians consider increased surveillance for patients who typically have lower melanoma survival rates (stages IIB-IV as determined by the American Joint Committee on Cancer (AJCC), 8th edition). However, up to 15% of patients identified as having a low recurrence risk (stages I-IIA) experience disease recurrence, and some patients identified as having a high recurrence risk will not experience any recurrence. The 31-gene expression profile test (31-GEP) stratifies patient recurrence risk into low (Class 1) and high (Class 2) and has demonstrated risk-appropriate impact on disease management and clinical decisions. METHODS Five-year plans for lab work, frequency of clinical visits, and imaging pre- and post-31-GEP test results were assessed for a cohort of 509 stage I-III patients following an interim subset analysis of 247 patients. RESULTS After receiving 31-GEP results, 50.6% of patients had a change in management plans in at least one of the following categories-clinical visits, lab work, or surveillance imaging. The changes aligned with the risk predicted by the 31-GEP for 76.1% of patients with a Class 1 result and 78.7% of patients with a Class 2 result. A Class 1 31-GEP result was associated with changes toward low-intensity management recommendations, while a Class 2 result was associated with changes toward high-intensity management recommendations. CONCLUSION The 31-GEP can stratify patient recurrence risk in patients with CM, and clinicians understand and apply the prognostic ability of the 31-GEP test to alter patient management in risk-appropriate directions.
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Affiliation(s)
- Larry D Dillon
- Larry D. Dillon Surgical Oncology and General Surgery, Colorado Springs, CO, USA
| | - Michael McPhee
- Breast Cancer Program, Advent Health Cancer Institute, Orlando, FL, USA
| | - Robert S Davidson
- Department of Surgical Oncology, Morton Plant Mease Healthcare, FL, USA
| | - Ann P Quick
- Castle Biosciences, Inc, Friendswood, TX, USA
| | | | | | | | | | - John T Vetto
- Department of Neurology, Surgical Oncology, Oregon Health & Science University, Portland, OR, USA
| | - Abel D Jarell
- Department of Dermatology, Northeast Dermatology Associates, P.C., Portsmouth, NH, USA
| | - Martin D Fleming
- Department of Surgical Oncology, The University of Tennessee Health Science Center, Memphis, TN, USA
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14
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Duncan JR, Beal LL, Daugherty A, Elston C, Contreras C, Phillips CB, Huang C. Management of Transected Invasive Melanoma: A Single Institution Retrospective Review. Dermatol Surg 2022; 48:47-50. [PMID: 34743122 DOI: 10.1097/dss.0000000000003283] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
BACKGROUND Deep transection of invasive melanoma precludes accurate measurement of Breslow depth, which may affect tumor staging. OBJECTIVE To determine the frequency of upstaging of transected invasive melanomas after excision, characterize the impact on National Comprehensive Cancer Network (NCNN)-recommended treatment, and determine predictors of subsequent upstaging. MATERIALS AND METHODS A retrospective review of invasive melanomas between January 2017 and December 2019 at a single institution. Deeply transected biopsy reports were compared with subsequent excisions to calculate the frequency of upstaging. RESULTS Three hundred sixty (49.6%) of 726 invasive melanomas identified were transected. Forty-nine (13.6%) transected tumors had upstaging that would have altered NCCN-recommended management. "Broadly" transected tumors had upstaging that would have resulted in a change in the management in 5/23 cases (21.7%) versus 2/41 cases (4.9%) for "focally" transected tumors (p = .038). Breslow depth increased by 0.59 mm on average for "broad" transection versus 0.06 mm for "focal" transection (p =< .01). Of the 89 transected pT1a melanomas, specimens with gross residual tumor or pigment after biopsy were upstaged in 8/17 (47.1%) of cases versus 5/72 (6.9%) of specimens without (p =< .01). CONCLUSION Upstaging of deeply transected invasive melanomas that would alter NCCN-recommended management occurred in 13.6% of cases. Broad transection and gross residual tumor or pigment after biopsy predicted higher likelihood of upstaging.
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Affiliation(s)
- James Robert Duncan
- Department of Dermatology, University of Alabama Birmingham, Birmingham, Alabama
| | - Lauren L Beal
- McGovern Medical School at University of Texas Health, School of Medicine, Houston, Texas
| | - Andrew Daugherty
- Department of Dermatology, University of Alabama Birmingham, Birmingham, Alabama
| | - Carly Elston
- Department of Surgical Oncology, The Ohio State University, James Comprehensive Cancer Center, Columbus, Ohio
| | - Carlo Contreras
- Department of Dermatology, University of Alabama Birmingham, Birmingham, Alabama
| | | | - Conway Huang
- Department of Dermatology, University of Alabama Birmingham, Birmingham, Alabama
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15
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Newcomer K, Robbins KJ, Perone J, Hinojosa FL, Chen D, Jones S, Kaufman CK, Weiser R, Fields RC, Tyler DS. Malignant melanoma: evolving practice management in an era of increasingly effective systemic therapies. Curr Probl Surg 2022; 59:101030. [PMID: 35033317 PMCID: PMC9798450 DOI: 10.1016/j.cpsurg.2021.101030] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2021] [Accepted: 05/12/2021] [Indexed: 01/03/2023]
Affiliation(s)
- Ken Newcomer
- Department of Surgery, Barnes-Jewish Hospital, Washington University, St. Louis, MO
| | | | - Jennifer Perone
- Department of Surgery, University of Texas Medical Branch, Galveston, TX
| | | | - David Chen
- e. Department of Medicine, Washington University, St. Louis, MO
| | - Susan Jones
- f. Department of Pediatrics, Washington University, St. Louis, MO
| | | | - Roi Weiser
- University of Texas Medical Branch, Galveston, TX
| | - Ryan C Fields
- Department of Surgery, Washington University, St. Louis, MO
| | - Douglas S Tyler
- Department of Surgery, University of Texas Medical Branch, Galveston, TX.
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16
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Fantini S, Rontauroli S, Sartini S, Mirabile M, Bianchi E, Badii F, Maccaferri M, Guglielmelli P, Ottone T, Palmieri R, Genovese E, Carretta C, Parenti S, Mallia S, Tavernari L, Salvadori C, Gesullo F, Maccari C, Zizza M, Grande A, Salmoiraghi S, Mora B, Potenza L, Rosti V, Passamonti F, Rambaldi A, Voso MT, Mecucci C, Tagliafico E, Luppi M, Vannucchi AM, Manfredini R. Increased Plasma Levels of lncRNAs LINC01268, GAS5 and MALAT1 Correlate with Negative Prognostic Factors in Myelofibrosis. Cancers (Basel) 2021; 13:cancers13194744. [PMID: 34638230 PMCID: PMC8507546 DOI: 10.3390/cancers13194744] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2021] [Revised: 09/16/2021] [Accepted: 09/18/2021] [Indexed: 01/31/2023] Open
Abstract
Simple Summary Myelofibrosis (MF) displays the worst prognosis among Philadelphia-negative chronic myeloproliferative neoplasms. There is no curative therapy for MF, except for bone marrow transplantation, which however has a consistent percentage of failure. There is thus an urgent need of novel biomarkers to complement current stratification models and to enable better management of patients. To address this issue, we herein measured the plasma levels of several long noncoding RNAs (lncRNAs). Circulating lncRNAs has been already largely described as potential non-invasive biomarkers in cancers. In our study we unveiled that LINC01268, MALAT1 (both p < 0.0001) and GAS5 (p = 0.0003) plasma levels are significantly higher in MF patients if compared with healthy donors, and their increased plasma levels correlate with several detrimental features in MF. Among them, LINC01268 is an independent variable for both OS (p = 0.0297) and LFS (p = 0.0479), thus representing a putative new biomarker suitable for integrate contemporary prognostic models. Abstract Long non-coding RNAs (lncRNAs) have been recently described as key mediators in the development of hematological malignancies. In the last years, circulating lncRNAs have been proposed as a new class of non-invasive biomarkers for cancer diagnosis and prognosis and to predict treatment response. The present study is aimed to investigate the potential of circulating lncRNAs as non-invasive prognostic biomarkers in myelofibrosis (MF), the most severe among Philadelphia-negative myeloproliferative neoplasms. We detected increased levels of seven circulating lncRNAs in plasma samples of MF patients (n = 143), compared to healthy controls (n = 65). Among these, high levels of LINC01268, MALAT1 or GAS5 correlate with detrimental clinical variables, such as high count of leukocytes and CD34+ cells, severe grade of bone marrow fibrosis and presence of splenomegaly. Strikingly, high plasma levels of LINC01268 (p = 0.0018), GAS5 (p = 0.0008) or MALAT1 (p = 0.0348) are also associated with a poor overall-survival while high levels of LINC01268 correlate with a shorter leukemia-free-survival. Finally, multivariate analysis demonstrated that the plasma level of LINC01268 is an independent prognostic variable, suggesting that, if confirmed in future in an independent patients’ cohort, it could be used for further studies to design an updated classification model for MF patients.
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Affiliation(s)
- Sebastian Fantini
- Centre for Regenerative Medicine, Life Sciences Department, University of Modena and Reggio Emilia, 41125 Modena, Italy; (S.F.); (S.R.); (S.S.); (M.M.); (E.B.); (F.B.); (E.G.); (C.C.); (S.P.); (S.M.); (L.T.)
| | - Sebastiano Rontauroli
- Centre for Regenerative Medicine, Life Sciences Department, University of Modena and Reggio Emilia, 41125 Modena, Italy; (S.F.); (S.R.); (S.S.); (M.M.); (E.B.); (F.B.); (E.G.); (C.C.); (S.P.); (S.M.); (L.T.)
| | - Stefano Sartini
- Centre for Regenerative Medicine, Life Sciences Department, University of Modena and Reggio Emilia, 41125 Modena, Italy; (S.F.); (S.R.); (S.S.); (M.M.); (E.B.); (F.B.); (E.G.); (C.C.); (S.P.); (S.M.); (L.T.)
| | - Margherita Mirabile
- Centre for Regenerative Medicine, Life Sciences Department, University of Modena and Reggio Emilia, 41125 Modena, Italy; (S.F.); (S.R.); (S.S.); (M.M.); (E.B.); (F.B.); (E.G.); (C.C.); (S.P.); (S.M.); (L.T.)
| | - Elisa Bianchi
- Centre for Regenerative Medicine, Life Sciences Department, University of Modena and Reggio Emilia, 41125 Modena, Italy; (S.F.); (S.R.); (S.S.); (M.M.); (E.B.); (F.B.); (E.G.); (C.C.); (S.P.); (S.M.); (L.T.)
| | - Filippo Badii
- Centre for Regenerative Medicine, Life Sciences Department, University of Modena and Reggio Emilia, 41125 Modena, Italy; (S.F.); (S.R.); (S.S.); (M.M.); (E.B.); (F.B.); (E.G.); (C.C.); (S.P.); (S.M.); (L.T.)
| | - Monica Maccaferri
- Department of Laboratory Medicine and Pathology, Diagnostic Hematology and Clinical Genomics, AUSL/AOU Policlinico, 41124 Modena, Italy;
| | - Paola Guglielmelli
- Department of Experimental and Clinical Medicine, and Center Research and Innovation of Myeloproliferative Neoplasms (CRIMM), University of Florence, Careggi University Hospital, 50134 Florence, Italy; (P.G.); (C.S.); (F.G.); (C.M.); (M.Z.); (A.M.V.)
| | - Tiziana Ottone
- Department of Biomedicine and Prevention, University of Tor Vergata, 00133 Rome, Italy; (T.O.); (R.P.); (M.T.V.)
- Santa Lucia Foundation, Istituto di Ricovero e Cura a Carattere Scientifico (I.R.C.C.S.), Neuro-Oncohematology, 00179 Rome, Italy
| | - Raffaele Palmieri
- Department of Biomedicine and Prevention, University of Tor Vergata, 00133 Rome, Italy; (T.O.); (R.P.); (M.T.V.)
| | - Elena Genovese
- Centre for Regenerative Medicine, Life Sciences Department, University of Modena and Reggio Emilia, 41125 Modena, Italy; (S.F.); (S.R.); (S.S.); (M.M.); (E.B.); (F.B.); (E.G.); (C.C.); (S.P.); (S.M.); (L.T.)
| | - Chiara Carretta
- Centre for Regenerative Medicine, Life Sciences Department, University of Modena and Reggio Emilia, 41125 Modena, Italy; (S.F.); (S.R.); (S.S.); (M.M.); (E.B.); (F.B.); (E.G.); (C.C.); (S.P.); (S.M.); (L.T.)
| | - Sandra Parenti
- Centre for Regenerative Medicine, Life Sciences Department, University of Modena and Reggio Emilia, 41125 Modena, Italy; (S.F.); (S.R.); (S.S.); (M.M.); (E.B.); (F.B.); (E.G.); (C.C.); (S.P.); (S.M.); (L.T.)
| | - Selene Mallia
- Centre for Regenerative Medicine, Life Sciences Department, University of Modena and Reggio Emilia, 41125 Modena, Italy; (S.F.); (S.R.); (S.S.); (M.M.); (E.B.); (F.B.); (E.G.); (C.C.); (S.P.); (S.M.); (L.T.)
| | - Lara Tavernari
- Centre for Regenerative Medicine, Life Sciences Department, University of Modena and Reggio Emilia, 41125 Modena, Italy; (S.F.); (S.R.); (S.S.); (M.M.); (E.B.); (F.B.); (E.G.); (C.C.); (S.P.); (S.M.); (L.T.)
| | - Costanza Salvadori
- Department of Experimental and Clinical Medicine, and Center Research and Innovation of Myeloproliferative Neoplasms (CRIMM), University of Florence, Careggi University Hospital, 50134 Florence, Italy; (P.G.); (C.S.); (F.G.); (C.M.); (M.Z.); (A.M.V.)
| | - Francesca Gesullo
- Department of Experimental and Clinical Medicine, and Center Research and Innovation of Myeloproliferative Neoplasms (CRIMM), University of Florence, Careggi University Hospital, 50134 Florence, Italy; (P.G.); (C.S.); (F.G.); (C.M.); (M.Z.); (A.M.V.)
| | - Chiara Maccari
- Department of Experimental and Clinical Medicine, and Center Research and Innovation of Myeloproliferative Neoplasms (CRIMM), University of Florence, Careggi University Hospital, 50134 Florence, Italy; (P.G.); (C.S.); (F.G.); (C.M.); (M.Z.); (A.M.V.)
| | - Michela Zizza
- Department of Experimental and Clinical Medicine, and Center Research and Innovation of Myeloproliferative Neoplasms (CRIMM), University of Florence, Careggi University Hospital, 50134 Florence, Italy; (P.G.); (C.S.); (F.G.); (C.M.); (M.Z.); (A.M.V.)
| | - Alexis Grande
- Department of Biomedical, Metabolic and Neural Sciences, University of Modena and Reggio Emilia, 41125 Modena, Italy;
| | - Silvia Salmoiraghi
- Hematology, ASST Papa Giovanni XXIII, 24127 Bergamo, Italy; (S.S.); (A.R.)
| | - Barbara Mora
- Division of Hematology, Ospedale ASST Sette Laghi, University of Insubria, 21100 Varese, Italy; (B.M.); (F.P.)
| | - Leonardo Potenza
- Department of Medical and Surgical Sciences, University of Modena and Reggio Emilia, AOU Policlinico, 41124 Modena, Italy; (L.P.); (E.T.); (M.L.)
| | - Vittorio Rosti
- Center for the Study of Myelofibrosis, Foundation Policlinico San Matteo, Istituto di Ricovero e Cura a Carattere Scientifico (I.R.C.C.S.), 27100 Pavia, Italy;
| | - Francesco Passamonti
- Division of Hematology, Ospedale ASST Sette Laghi, University of Insubria, 21100 Varese, Italy; (B.M.); (F.P.)
| | | | - Maria Teresa Voso
- Department of Biomedicine and Prevention, University of Tor Vergata, 00133 Rome, Italy; (T.O.); (R.P.); (M.T.V.)
- Santa Lucia Foundation, Istituto di Ricovero e Cura a Carattere Scientifico (I.R.C.C.S.), Neuro-Oncohematology, 00179 Rome, Italy
| | - Cristina Mecucci
- Department of Medicine and Surgery, Section of Hematology and Clinical Immunology, University of Perugia, 06129 Perugia, Italy;
| | - Enrico Tagliafico
- Department of Medical and Surgical Sciences, University of Modena and Reggio Emilia, AOU Policlinico, 41124 Modena, Italy; (L.P.); (E.T.); (M.L.)
- Center for Genome Research, University of Modena and Reggio Emilia, 41125 Modena, Italy
| | - Mario Luppi
- Department of Medical and Surgical Sciences, University of Modena and Reggio Emilia, AOU Policlinico, 41124 Modena, Italy; (L.P.); (E.T.); (M.L.)
| | - Alessandro Maria Vannucchi
- Department of Experimental and Clinical Medicine, and Center Research and Innovation of Myeloproliferative Neoplasms (CRIMM), University of Florence, Careggi University Hospital, 50134 Florence, Italy; (P.G.); (C.S.); (F.G.); (C.M.); (M.Z.); (A.M.V.)
| | - Rossella Manfredini
- Centre for Regenerative Medicine, Life Sciences Department, University of Modena and Reggio Emilia, 41125 Modena, Italy; (S.F.); (S.R.); (S.S.); (M.M.); (E.B.); (F.B.); (E.G.); (C.C.); (S.P.); (S.M.); (L.T.)
- Correspondence:
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17
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Bollard SM, Casalou C, Potter SM. Gene expression profiling in melanoma: A view from the clinic. Cancer Treat Res Commun 2021; 29:100447. [PMID: 34450405 DOI: 10.1016/j.ctarc.2021.100447] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2021] [Accepted: 08/16/2021] [Indexed: 06/13/2023]
Abstract
The treatment of Melanoma, one of the most aggressive human malignancies, has been revolutionised by the advent of novel targeted and immuno-therapies. However, methods utilised to detect early presentations, and to stratify risk for patients diagnosed with invasive melanoma in the clinical setting are lagging. The primary prognostic indicator is restricted to Breslow Thickness, or depth the tumour invades into the dermis. Gene Expression Profiling (GEP), the analysis of molecular gene signatures of an individual tumour, has been implemented with great success in other malignancies, such as breast and prostate cancer. In the setting of melanoma, commercial GEP panels are becoming available, offering patients a personalised approach, though yet to enter widespread clinical use. This short perspective seeks to describe how GEP is currently employed in practice, and its current clinical impact. We also suggest the potential roles for GEP in meeting the key clinical challenges faced by clinicians in melanoma treatment, such as decisions around adjuvant therapy, sentinel lymph node biopsy (SLNB) and surgical resection , thus highlighting areas for future potential research.
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Affiliation(s)
- S M Bollard
- School of Medicine & UCD Conway Institute of Biomolecular & Biomedical Research, University College Dublin, Belfield, Dublin 4, Ireland; Department of Plastic & Reconstructive Surgery, Mater Misericordiae University Hospital, Eccles Street, Dublin 7, Ireland; Mater Melanoma Research Group, Mater Misericordiae University Hospital, Eccles Street, Dublin 7, Ireland.
| | - C Casalou
- Charles Institute of Dermatology, University College Dublin, Belfield, Dublin 4, Ireland
| | - S M Potter
- School of Medicine & UCD Conway Institute of Biomolecular & Biomedical Research, University College Dublin, Belfield, Dublin 4, Ireland; Department of Plastic & Reconstructive Surgery, Mater Misericordiae University Hospital, Eccles Street, Dublin 7, Ireland; Mater Melanoma Research Group, Mater Misericordiae University Hospital, Eccles Street, Dublin 7, Ireland
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18
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Deacon DC, Smith EA, Judson-Torres RL. Molecular Biomarkers for Melanoma Screening, Diagnosis and Prognosis: Current State and Future Prospects. Front Med (Lausanne) 2021; 8:642380. [PMID: 33937286 PMCID: PMC8085270 DOI: 10.3389/fmed.2021.642380] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2020] [Accepted: 03/17/2021] [Indexed: 12/22/2022] Open
Abstract
Despite significant progress in the development of treatment options, melanoma remains a leading cause of death due to skin cancer. Advances in our understanding of the genetic, transcriptomic, and morphologic spectrum of benign and malignant melanocytic neoplasia have enabled the field to propose biomarkers with potential diagnostic, prognostic, and predictive value. While these proposed biomarkers have the potential to improve clinical decision making at multiple critical intervention points, most remain unvalidated. Clinical validation of even the most commonly assessed biomarkers will require substantial resources, including limited clinical specimens. It is therefore important to consider the properties that constitute a relevant and clinically-useful biomarker-based test prior to engaging in large validation studies. In this review article we adapt an established framework for determining minimally-useful biomarker test characteristics, and apply this framework to a discussion of currently used and proposed biomarkers designed to aid melanoma detection, staging, prognosis, and choice of treatment.
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Affiliation(s)
- Dekker C. Deacon
- Department of Dermatology, University of Utah, Salt Lake City, UT, United States
| | - Eric A. Smith
- Department of Pathology, University of Utah, Salt Lake City, UT, United States
| | - Robert L. Judson-Torres
- Department of Dermatology, University of Utah, Salt Lake City, UT, United States
- Huntsman Cancer Institute, Salt Lake City, UT, United States
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19
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Garg M, Couturier DL, Nsengimana J, Fonseca NA, Wongchenko M, Yan Y, Lauss M, Jönsson GB, Newton-Bishop J, Parkinson C, Middleton MR, Bishop DT, McDonald S, Stefanos N, Tadross J, Vergara IA, Lo S, Newell F, Wilmott JS, Thompson JF, Long GV, Scolyer RA, Corrie P, Adams DJ, Brazma A, Rabbie R. Tumour gene expression signature in primary melanoma predicts long-term outcomes. Nat Commun 2021; 12:1137. [PMID: 33602918 PMCID: PMC7893180 DOI: 10.1038/s41467-021-21207-2] [Citation(s) in RCA: 31] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2020] [Accepted: 01/15/2021] [Indexed: 02/08/2023] Open
Abstract
Adjuvant systemic therapies are now routinely used following resection of stage III melanoma, however accurate prognostic information is needed to better stratify patients. We use differential expression analyses of primary tumours from 204 RNA-sequenced melanomas within a large adjuvant trial, identifying a 121 metastasis-associated gene signature. This signature strongly associated with progression-free (HR = 1.63, p = 5.24 × 10-5) and overall survival (HR = 1.61, p = 1.67 × 10-4), was validated in 175 regional lymph nodes metastasis as well as two externally ascertained datasets. The machine learning classification models trained using the signature genes performed significantly better in predicting metastases than models trained with clinical covariates (pAUROC = 7.03 × 10-4), or published prognostic signatures (pAUROC < 0.05). The signature score negatively correlated with measures of immune cell infiltration (ρ = -0.75, p < 2.2 × 10-16), with a higher score representing reduced lymphocyte infiltration and a higher 5-year risk of death in stage II melanoma. Our expression signature identifies melanoma patients at higher risk of metastases and warrants further evaluation in adjuvant clinical trials.
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Affiliation(s)
- Manik Garg
- European Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Hinxton, Cambridgeshire, UK
| | - Dominique-Laurent Couturier
- Cancer Research UK Cambridge Institute, University of Cambridge, Li Ka Shing Centre, Robinson Way, Cambridge, UK
| | - Jérémie Nsengimana
- University of Leeds School of Medicine, Leeds, United Kingdom
- Biostatistics Research Group, Population Health Sciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK
| | - Nuno A Fonseca
- CIBIO/InBIO-Centro de Investigação em Biodiversidade e Recursos Genéticos, Universidade do Porto, Rua Padre Armando Quintas, 4485-601, Vairão, Portugal
| | - Matthew Wongchenko
- Oncology Biomarker Development, Genentech Inc., 1 DNA Way, South San Francisco, CA, 94080, USA
| | - Yibing Yan
- Oncology Biomarker Development, Genentech Inc., 1 DNA Way, South San Francisco, CA, 94080, USA
| | - Martin Lauss
- Lund University Cancer Center, Lund University, Lund, Sweden
| | - Göran B Jönsson
- Lund University Cancer Center, Lund University, Lund, Sweden
| | | | - Christine Parkinson
- Cambridge Cancer Centre, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Mark R Middleton
- Oxford NIHR Biomedical Research Centre and Department of Oncology, University of Oxford, Oxford, UK
| | | | - Sarah McDonald
- Department of Pathology, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Nikki Stefanos
- Department of Pathology, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - John Tadross
- Department of Pathology, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Ismael A Vergara
- Melanoma Institute Australia, The University of Sydney, North Sydney, NSW, Australia
- Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia
| | - Serigne Lo
- Melanoma Institute Australia, The University of Sydney, North Sydney, NSW, Australia
- Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia
- Institute for Research and Medical Consultations (IRMC), Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia
| | - Felicity Newell
- QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
| | - James S Wilmott
- Melanoma Institute Australia, The University of Sydney, North Sydney, NSW, Australia
- Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia
| | - John F Thompson
- Melanoma Institute Australia, The University of Sydney, North Sydney, NSW, Australia
- Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia
- Discipline of Surgery, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia
| | - Georgina V Long
- Melanoma Institute Australia, The University of Sydney, North Sydney, NSW, Australia
- Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia
- Royal North Shore and Mater Hospitals, Sydney, Australia
| | - Richard A Scolyer
- Melanoma Institute Australia, The University of Sydney, North Sydney, NSW, Australia
- Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia
- Tissue Pathology and Diagnostic Oncology, Royal Prince Alfred Hospital and New South Wales Health Pathology, Sydney, NSW, Australia
| | - Pippa Corrie
- Cambridge Cancer Centre, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - David J Adams
- Experimental Cancer Genetics, The Wellcome Sanger Institute, Hinxton, Cambridgeshire, UK
| | - Alvis Brazma
- European Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Hinxton, Cambridgeshire, UK
| | - Roy Rabbie
- Cambridge Cancer Centre, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK.
- Experimental Cancer Genetics, The Wellcome Sanger Institute, Hinxton, Cambridgeshire, UK.
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20
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Kangas-Dick AW, Greenbaum A, Gall V, Groisberg R, Mehnert J, Chen C, Moore DF, Berger AC, Koshenkov V. Evaluation of a Gene Expression Profiling Assay in Primary Cutaneous Melanoma. Ann Surg Oncol 2021; 28:4582-4589. [PMID: 33486642 DOI: 10.1245/s10434-020-09563-7] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2020] [Accepted: 12/17/2020] [Indexed: 11/18/2022]
Abstract
BACKGROUND A significant proportion of deaths from cutaneous melanoma occur among patients with an initial diagnosis of stage 1 or 2 disease. The Decision-Dx Melanoma (DDM) 31-gene assay attempts to stratify these patients by risk of recurrence. This study aimed to evaluate this assay in a large single-institution series. METHODS A retrospective chart review of all patients who underwent surgery for melanoma at a large academic cancer center with DDM results was performed. Patient demographics, tumor pathologic characteristics, sentinel node status, gene expression profile (GEP) class, and recurrence-free survival (RFS) were reviewed. The primary outcomes were recurrence of melanoma and distant metastatic recurrence. RESULTS Data from 361 patients were analyzed. The median follow-up period was 15 months. Sentinel node biopsy was performed for 75.9% (n = 274) of the patients, 53 (19.4%) of whom tested positive. Overall, 13.6% (n = 49) of the patients had recurrence, and 8% (n = 29) had distant metastatic recurrence. The 3- and 5-year RFS rates were respectively 85% and 75% for the class 1A group, 74% and 47% for the class 1B/class 2A group, and 54% and 45% for the class 2B group. Increased Breslow thickness, ulceration, mitoses, sentinel node biopsy positivity, and GEP class 2B status were significantly associated with RFS and distant metastasis-free survival (DMFS) in the univariate analysis (all p < 0.05). In the multivariate analysis, only Breslow thickness and ulceration were associated with RFS (p < 0.003), and only Breslow thickness was associated with DMFS (p < 0.001). CONCLUSION Genetic profiling of cutaneous melanoma can assist in predicting recurrence and help determine the need for close surveillance. However, traditional pathologic factors remain the strongest independent predictors of recurrence risk.
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Affiliation(s)
- Aaron W Kangas-Dick
- Division of Surgical Oncology, Rutgers Cancer Institute of New Jersey (CINJ), New Brunswick, NJ, USA. .,Department of Surgery, Maimonides Medical Center, Brooklyn, NY, USA.
| | - Alissa Greenbaum
- Division of Surgical Oncology, Rutgers Cancer Institute of New Jersey (CINJ), New Brunswick, NJ, USA
| | - Victor Gall
- Division of Surgical Oncology, Rutgers Cancer Institute of New Jersey (CINJ), New Brunswick, NJ, USA
| | - Roman Groisberg
- Division of Medical Oncology, Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, USA
| | - Janice Mehnert
- Division of Medical Oncology, Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, USA
| | - Chunxia Chen
- Division of Biometrics, Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, USA
| | - Dirk F Moore
- Division of Biometrics, Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, USA.,Department of Biostatistics and Epidemiology, Rutgers School of Public Health, Piscataway, NJ, USA
| | - Adam C Berger
- Division of Surgical Oncology, Rutgers Cancer Institute of New Jersey (CINJ), New Brunswick, NJ, USA
| | - Vadim Koshenkov
- Division of Surgical Oncology, Rutgers Cancer Institute of New Jersey (CINJ), New Brunswick, NJ, USA
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21
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Rok J, Rzepka Z, Beberok A, Pawlik J, Wrześniok D. Cellular and Molecular Aspects of Anti-Melanoma Effect of Minocycline-A Study of Cytotoxicity and Apoptosis on Human Melanotic Melanoma Cells. Int J Mol Sci 2020; 21:E6917. [PMID: 32967177 PMCID: PMC7555712 DOI: 10.3390/ijms21186917] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2020] [Revised: 09/09/2020] [Accepted: 09/18/2020] [Indexed: 01/01/2023] Open
Abstract
Minocycline is a tetracycline compound with pleiotropic pharmacological properties. In addition to its antibacterial action, it shows many non-antimicrobial effects, including an anti-cancer activity. The anti-cancer action was confirmed in studies on ovarian carcinoma cells, hepatocellular carcinoma cells, glioma cells, or acute myeloid leukemia cells. Malignant melanoma remains a serious medical problem despite the extensive knowledge of the disease. The low effectiveness of the standard treatment, as well as the resistance to therapy, result in high mortality rates. This work aimed to investigate the potential and mechanisms of anti-melanoma action of minocycline. Human skin melanotic melanoma cell line COLO 829 was used in the study. The obtained results showed that minocycline decreased cell viability and inhibited the growth of melanoma cells, proportional to the drug concentration as well as to the time of incubation. The EC50 values were calculated to be 78.6 µM, 31.7 µM, and 13.9 µM for 24 h, 48 h, and 72 h, respectively. It was observed that treated cells had a disturbed cell cycle and significantly changed morphology. Moreover, minocycline caused a decrease in mitochondrial membrane potential and an increase in cells with a low level of reduced thiols. Finally, it was found that the anti-melanoma effect of minocycline was related to the induction of apoptosis. The drug activated caspases 8, 9, and 3/7 as well as increased the number of annexin V-positive cells. The presented results show that minocycline possesses anti-melanoma potential.
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Affiliation(s)
- Jakub Rok
- Department of Pharmaceutical Chemistry, Faculty of Pharmaceutical Sciences in Sosnowiec, Medical University of Silesia, Katowice, Jagiellońska 4, 41-200 Sosnowiec, Poland; (Z.R.); (A.B.); (J.P.); (D.W.)
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22
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Grossman D, Okwundu N, Bartlett EK, Marchetti MA, Othus M, Coit DG, Hartman RI, Leachman SA, Berry EG, Korde L, Lee SJ, Bar-Eli M, Berwick M, Bowles T, Buchbinder EI, Burton EM, Chu EY, Curiel-Lewandrowski C, Curtis JA, Daud A, Deacon DC, Ferris LK, Gershenwald JE, Grossmann KF, Hu-Lieskovan S, Hyngstrom J, Jeter JM, Judson-Torres RL, Kendra KL, Kim CC, Kirkwood JM, Lawson DH, Leming PD, Long GV, Marghoob AA, Mehnert JM, Ming ME, Nelson KC, Polsky D, Scolyer RA, Smith EA, Sondak VK, Stark MS, Stein JA, Thompson JA, Thompson JF, Venna SS, Wei ML, Swetter SM. Prognostic Gene Expression Profiling in Cutaneous Melanoma: Identifying the Knowledge Gaps and Assessing the Clinical Benefit. JAMA Dermatol 2020; 156:1004-1011. [PMID: 32725204 PMCID: PMC8275355 DOI: 10.1001/jamadermatol.2020.1729] [Citation(s) in RCA: 50] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
Importance Use of prognostic gene expression profile (GEP) testing in cutaneous melanoma (CM) is rising despite a lack of endorsement as standard of care. Objective To develop guidelines within the national Melanoma Prevention Working Group (MPWG) on integration of GEP testing into the management of patients with CM, including (1) review of published data using GEP tests, (2) definition of acceptable performance criteria, (3) current recommendations for use of GEP testing in clinical practice, and (4) considerations for future studies. Evidence Review The MPWG members and other international melanoma specialists participated in 2 online surveys and then convened a summit meeting. Published data and meeting abstracts from 2015 to 2019 were reviewed. Findings The MPWG members are optimistic about the future use of prognostic GEP testing to improve risk stratification and enhance clinical decision-making but acknowledge that current utility is limited by test performance in patients with stage I disease. Published studies of GEP testing have not evaluated results in the context of all relevant clinicopathologic factors or as predictors of regional nodal metastasis to replace sentinel lymph node biopsy (SLNB). The performance of GEP tests has generally been reported for small groups of patients representing particular tumor stages or in aggregate form, such that stage-specific performance cannot be ascertained, and without survival outcomes compared with data from the American Joint Committee on Cancer 8th edition melanoma staging system international database. There are significant challenges to performing clinical trials incorporating GEP testing with SLNB and adjuvant therapy. The MPWG members favor conducting retrospective studies that evaluate multiple GEP testing platforms on fully annotated archived samples before embarking on costly prospective studies and recommend avoiding routine use of GEP testing to direct patient management until prospective studies support their clinical utility. Conclusions and Relevance More evidence is needed to support using GEP testing to inform recommendations regarding SLNB, intensity of follow-up or imaging surveillance, and postoperative adjuvant therapy. The MPWG recommends further research to assess the validity and clinical applicability of existing and emerging GEP tests. Decisions on performing GEP testing and patient management based on these results should only be made in the context of discussion of testing limitations with the patient or within a multidisciplinary group.
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Affiliation(s)
- Douglas Grossman
- Huntsman Cancer Institute, Salt Lake City, Utah
- Department of Dermatology, University of Utah, Salt Lake City
- Department of Oncological Sciences, University of Utah, Salt Lake City
| | | | - Edmund K Bartlett
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Michael A Marchetti
- Dermatology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Megan Othus
- Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - Daniel G Coit
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Rebecca I Hartman
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts
- Department of Dermatology, Harvard Medical School, Boston, Massachusetts
| | - Sancy A Leachman
- Department of Dermatology and Knight Cancer Institute, Oregon Health & Science University, Portland
| | - Elizabeth G Berry
- Department of Dermatology and Knight Cancer Institute, Oregon Health & Science University, Portland
| | - Larissa Korde
- Division of Cancer Treatment and Diagnosis, National Cancer Institute, Bethesda, Maryland
| | - Sandra J Lee
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts
- Department of Data Sciences, Harvard Medical School, Boston, Massachusetts
| | - Menashe Bar-Eli
- Department of Cancer Biology, The University of Texas MD Anderson Cancer Center, Houston
| | - Marianne Berwick
- Departments of Dermatology and Internal Medicine, University of New Mexico Cancer Center, University of New Mexico, Albuquerque
| | - Tawnya Bowles
- Department of Surgery, Division of Surgical Oncology, University of Utah, Salt Lake City
| | - Elizabeth I Buchbinder
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts
- Department of Internal Medicine, Harvard Medical School, Boston, Massachusetts
| | - Elizabeth M Burton
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston
| | - Emily Y Chu
- Department of Dermatology, Perelman School of Medicine University of Pennsylvania, Philadelphia
| | | | - Julia A Curtis
- Department of Dermatology, University of Utah, Salt Lake City
| | - Adil Daud
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco
- Department of Hematology/Oncology, University of California, San Francisco
| | - Dekker C Deacon
- Department of Dermatology, University of Utah, Salt Lake City
| | - Laura K Ferris
- Department of Dermatology and University of Pittsburgh Clinical and Translational Science Institute, Pittsburgh, Pennsylvania
| | - Jeffrey E Gershenwald
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston
| | - Kenneth F Grossmann
- Huntsman Cancer Institute, Salt Lake City, Utah
- Department of Medicine, Division of Oncology, University of Utah, Salt Lake City
| | - Siwen Hu-Lieskovan
- Huntsman Cancer Institute, Salt Lake City, Utah
- Department of Medicine, Division of Oncology, University of Utah, Salt Lake City
| | - John Hyngstrom
- Huntsman Cancer Institute, Salt Lake City, Utah
- Department of Surgery, Division of Surgical Oncology, University of Utah, Salt Lake City
| | - Joanne M Jeter
- Department of Internal Medicine and The Ohio State University Comprehensive Cancer Center, Columbus
| | - Robert L Judson-Torres
- Huntsman Cancer Institute, Salt Lake City, Utah
- Department of Dermatology, University of Utah, Salt Lake City
| | - Kari L Kendra
- Department of Internal Medicine and The Ohio State University Comprehensive Cancer Center, Columbus
| | - Caroline C Kim
- Department of Dermatology, Tufts Medical Center, Boston, Massachusetts
- Partners Healthcare, Newton Wellesley Dermatology Associates, Wellesley, Massachusetts
| | - John M Kirkwood
- Department of Internal Medicine and UPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - David H Lawson
- Department of Hematology and Medical Oncology, Emory University School of Medicine, Winship Cancer Institute of Emory University, Atlanta, Georgia
| | | | - Georgina V Long
- Melanoma Institute Australia, The University of Sydney, Sydney, New South Wales, Australia
- Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia
- Department of Medical Oncology, Royal North Shore Hospital, Sydney, New South Wales, Australia
- Charles Perkins Centre, The University of Sydney, Sydney, Australia
| | - Ashfaq A Marghoob
- Dermatology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Janice M Mehnert
- Department of Medical Oncology, Robert Wood Johnson University Hospital, New Brunswick, New Jersey
- Rutgers Cancer Institute of New Jersey, New Brunswick
| | - Michael E Ming
- Department of Dermatology, Perelman School of Medicine University of Pennsylvania, Philadelphia
| | - Kelly C Nelson
- Department of Dermatology, The University of Texas MD Anderson Cancer Center, Houston
| | - David Polsky
- Department of Dermatology, Ronald O. Perelman Department of Dermatology, Laura and Isaac Perlmutter Cancer Center, NYU Langone Health, New York University School of Medicine, New York, New York
| | - Richard A Scolyer
- Melanoma Institute Australia, The University of Sydney, Sydney, New South Wales, Australia
- Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia
- Charles Perkins Centre, The University of Sydney, Sydney, Australia
- Department of Tissue Pathology and Diagnostic Oncology, Royal Prince Alfred Hospital and NSW Health Pathology, Sydney, New South Wales, Australia
| | - Eric A Smith
- Department of Pathology, University of Utah, Salt Lake City
| | - Vernon K Sondak
- Department of Cutaneous Oncology, Moffitt Cancer Center & Research Institute, Tampa, Florida
- Department of Oncologic Sciences, University of South Florida Morsani College of Medicine, Tampa
| | - Mitchell S Stark
- The University of Queensland Diamantina Institute, The University of Queensland, Dermatology Research Centre, Brisbane, Australia
| | - Jennifer A Stein
- Department of Dermatology, Ronald O. Perelman Department of Dermatology, Laura and Isaac Perlmutter Cancer Center, NYU Langone Health, New York University School of Medicine, New York, New York
| | - John A Thompson
- Fred Hutchinson Cancer Research Center, Seattle, Washington
- Department of Oncology, University of Washington, Seattle
- Seattle Cancer Care Alliance, Seattle, Washington
| | - John F Thompson
- Melanoma Institute Australia, The University of Sydney, Sydney, New South Wales, Australia
- Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia
- Department of Melanoma and Surgical Oncology, Royal Prince Alfred Hospital, Sydney, New South Wales, Australia
| | - Suraj S Venna
- Inova Schar Cancer Institute, Department of Medicine, Virginia Commonwealth University, Fairfax
| | - Maria L Wei
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco
- Department of Dermatology, University of California, San Francisco
- Dermatology Service, Veterans Affairs Medical Center, San Francisco, California
| | - Susan M Swetter
- Stanford University Medical Center and Cancer Institute, Stanford, California
- Dermatology Service, Veterans Affairs Palo Alto Health Care System, Palo Alto, California
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23
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Quattrocchi E, Sominidi-Damodaran S, Murphree DH, Meves A. β3 integrin immunohistochemistry as a method to predict sentinel lymph node status in patients with primary cutaneous melanoma. Int J Dermatol 2020; 59:1241-1248. [PMID: 32772371 DOI: 10.1111/ijd.15125] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/27/2020] [Revised: 06/08/2020] [Accepted: 07/15/2020] [Indexed: 01/22/2023]
Abstract
BACKGROUND Integrins are heterodimeric proteins composed of noncovalently linked ɑ and β subunits which are essential for a wide range of normal physiology and also play prominent roles in cancer. Here we tested whether integrin expression in diagnostic skin biopsies is associated with sentinel lymph node (SLN) metastasis. METHODS We utilized a cohort of 854 consecutive patients with primary cutaneous melanoma to quantify the expression of β integrin subunits by reverse transcriptase quantitative PCR (RT-qPCR). In addition, we quantified the expression of β3 integrin by immunohistochemistry (IHC) in a subset of 271 patients by H score. Outcome of interest was SLN biopsy metastasis within 90 days of melanoma diagnosis. Logistic regression analyses were used to develop models for the likelihood of SLN metastasis from molecular, clinical, and histologic variables. RESULTS β3 integrin expression quantified by IHC or RT-qPCR was associated with SLN metastasis. β1, β5, β6, and β8 integrin expression was not associated with SLN metastasis. The incremental gain in performance of a predictive model which included β3 integrin expression as quantified by IHC in combination with established clinicopathologic variables (Breslow depth and patient age) was limited. CONCLUSIONS β3 integrin is the principal integrin subunit associated with sentinel lymph node biopsy (SLNb) metastasis in primary cutaneous melanoma. However, β3 integrin H score does not significantly improve models for the likelihood of SLN metastasis over Breslow depth and patient age.
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Affiliation(s)
| | | | - Dennis H Murphree
- Division of Digital Health Sciences, Mayo Clinic, Rochester, MN, USA
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24
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E Lang U. Primary cilia: putting a sensor on the underlying melanocytic tumor cell state. Melanoma Manag 2020; 7:MMT40. [PMID: 32821372 PMCID: PMC7426744 DOI: 10.2217/mmt-2020-0008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Affiliation(s)
- Ursula E Lang
- Department of Pathology, Dermatopathology Service, University of California - San Francisco, San Francisco, CA 94115, USA.,Department of Pathology, Zuckerberg San Francisco General Hospital - San Francisco, San Francisco, CA 94110, USA
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25
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Chandrasekaran S, Lawson DH. 20/20 in 2020: seeking clarity on the management of stage III melanoma in a rapidly changing treatment environment. ANNALS OF TRANSLATIONAL MEDICINE 2020; 8:776. [PMID: 32647701 PMCID: PMC7333119 DOI: 10.21037/atm.2020.02.69] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Sanjay Chandrasekaran
- Department of Hematology and Medical Oncology, Winship Cancer Institute of Emory University, Atlanta, GA, USA
| | - David H Lawson
- Department of Hematology and Medical Oncology, Winship Cancer Institute of Emory University, Atlanta, GA, USA
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26
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Arias-Mejias SM, Warda KY, Quattrocchi E, Alonso-Quinones H, Sominidi-Damodaran S, Meves A. The role of integrins in melanoma: a review. Int J Dermatol 2020; 59:525-534. [PMID: 32157692 PMCID: PMC7167356 DOI: 10.1111/ijd.14850] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/04/2019] [Revised: 02/24/2020] [Accepted: 02/24/2020] [Indexed: 12/13/2022]
Abstract
Integrins are the major family of cell adhesion receptors in humans and essential for a wide range of normal physiology, including formation and maintenance of tissue structure integrity, cell migration, proliferation, and differentiation. Integrins also play a prominent role in tumor growth and metastasis. Translational research has tried to define the contribution of integrins to the phenotypic aggressiveness of melanoma because such knowledge is clinically useful. For example, differential expression of integrins in primary cutaneous melanoma can be used to distinguish indolent from aggressive, prometastatic melanoma. Recent studies have shown that gene expression-based testing of patient-derived melanoma tissue is feasible, and molecular tests may fully replace interventional surgical methods such as sentinel lymph node biopsies in the future. Because of their central role in mediating invasion and metastasis, integrins are likely to be useful biomarkers. Integrins are also attractive candidate targets for interventional therapy. This article focuses on the role of integrins in melanoma and highlights recent advances in the field of translational research.
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Affiliation(s)
- Suzette M. Arias-Mejias
- Department of Dermatology, Mayo Clinic, 200 First Street SW, Rochester, Minnesota
- Center for Clinical and Translational Sciences, Mayo Clinic, 200 First Street SW, Rochester, Minnesota
| | - Katerina Y. Warda
- Department of Dermatology, Mayo Clinic, 200 First Street SW, Rochester, Minnesota
| | - Enrica Quattrocchi
- Department of Dermatology, Mayo Clinic, 200 First Street SW, Rochester, Minnesota
| | - Hector Alonso-Quinones
- Center for Clinical and Translational Sciences, Mayo Clinic, 200 First Street SW, Rochester, Minnesota
| | | | - Alexander Meves
- Department of Dermatology, Mayo Clinic, 200 First Street SW, Rochester, Minnesota
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