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Buja A, Rugge M, Trevisiol C, Zanovello A, Brazzale AR, Zorzi M, Vecchiato A, Del Fiore P, Tropea S, Rastrelli M, Rossi CR, Mocellin S. Cutaneous melanoma in older patients. BMC Geriatr 2024; 24:232. [PMID: 38448833 PMCID: PMC10916215 DOI: 10.1186/s12877-024-04806-8] [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: 07/06/2023] [Accepted: 02/13/2024] [Indexed: 03/08/2024] Open
Abstract
BACKGROUND In industrialized countries, the aging population is steadily rising. The incidence of cutaneous malignant melanoma (CMM) is highest in old people. This study focuses on the clinicopathological profile of CMM and indicators of diagnostic-therapeutic performance in older patients. METHODS This retrospective population-based cohort study included 1,368 incident CMM, as recorded in 2017 by the Regional Veneto Cancer Registry (Northeast Italy). Older subjects were defined as ≥ 80, old as 65-79, and adults as < 65 years of age. The strength of association between pairs of variables was tested by Cramer's-V. Using age groups as the dependent variable, ordered logistic regression was fitted using the clinicopathological CMM profiles as covariates. In each of the three age-groups, the indicators of clinical performance were computed using the Clopper-Pearson exact method. RESULTS Compared to patients aged younger than 80 years (1,187), CMM in older patients (181; 13.2%) featured different CMM topography, a higher prevalence of ulcers (43.3% versus 12.7%; p < 0.001), a higher Breslow index (p < 0.001), a lower prevalence of tumor-infiltrating lymphocytes (64.4% versus 76.5%, p < 0.01), and a more advanced pTNM stage at clinical presentation (p < 0.001). Elderly patients with a positive sentinel-lymph node less frequently underwent sentinel- lymph node biopsy and lymphadenectomy (60.0% versus 94.2%, and 44.4% versus 85.5%, respectively; p < 0.001). CONCLUSIONS In older CMM patients, the clinicopathological presentation of CMM shows a distinctive profile. The present results provide critical information to optimize secondary prevention strategies and refine diagnostic-therapeutic procedures tailored to older patients.
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Affiliation(s)
- Alessandra Buja
- Hygiene and Public Health Unit, Laboratory of Health Care Services and Health Promotion Evaluation, Department of Cardiologic, Vascular and Thoracic Sciences, and Public Health, University of Padua, Via Loredan, 18, 35131, Padua, Italy.
| | - Massimo Rugge
- Pathology and Cytopathology Unit, Department of Medicine - DIMED, University of Padua, Padua, Italy
- Veneto Tumour Registry (RTV), Azienda Zero, Padua, Italy
| | - Chiara Trevisiol
- Soft-Tissue, Peritoneum and Melanoma Surgical Oncology Unit, Veneto Institute of Oncology IOV-IRCCS, Padua, Italy
| | - Anna Zanovello
- Hygiene and Public Health Unit, Laboratory of Health Care Services and Health Promotion Evaluation, Department of Cardiologic, Vascular and Thoracic Sciences, and Public Health, University of Padua, Via Loredan, 18, 35131, Padua, Italy
| | | | - Manuel Zorzi
- Veneto Tumour Registry (RTV), Azienda Zero, Padua, Italy
| | - Antonella Vecchiato
- Soft-Tissue, Peritoneum and Melanoma Surgical Oncology Unit, Veneto Institute of Oncology IOV-IRCCS, Padua, Italy
| | - Paolo Del Fiore
- Soft-Tissue, Peritoneum and Melanoma Surgical Oncology Unit, Veneto Institute of Oncology IOV-IRCCS, Padua, Italy
| | - Saveria Tropea
- Soft-Tissue, Peritoneum and Melanoma Surgical Oncology Unit, Veneto Institute of Oncology IOV-IRCCS, Padua, Italy
| | - Marco Rastrelli
- Soft-Tissue, Peritoneum and Melanoma Surgical Oncology Unit, Veneto Institute of Oncology IOV-IRCCS, Padua, Italy
- Department of Surgery, Oncology and Gastroenterology - DISCOG, University of Padua, Padua, Italy
| | - Carlo Riccardo Rossi
- Department of Surgery, Oncology and Gastroenterology - DISCOG, University of Padua, Padua, Italy
| | - Simone Mocellin
- Soft-Tissue, Peritoneum and Melanoma Surgical Oncology Unit, Veneto Institute of Oncology IOV-IRCCS, Padua, Italy
- Department of Surgery, Oncology and Gastroenterology - DISCOG, University of Padua, Padua, Italy
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Mattila KE, Vihinen H, Heervä E, Nuotio MS, Vihinen P. The impact of prognostic factors and comorbidities on survival in older adults with stage I - III cutaneous melanoma in Southwest Finland: A register study. J Geriatr Oncol 2024; 15:101701. [PMID: 38219332 DOI: 10.1016/j.jgo.2023.101701] [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: 09/13/2023] [Revised: 11/23/2023] [Accepted: 12/22/2023] [Indexed: 01/16/2024]
Abstract
INTRODUCTION Despite being diagnosed with thicker and more often ulcerated melanomas, cancer-specific survival (CSS) is not necessarily inferior in older adults with melanoma compared to younger patients. MATERIALS AND METHODS Our aim was to evaluate the impact of baseline melanoma-specific prognostic factors and comorbidities on recurrence-free survival (RFS), CSS, and overall survival (OS) in patients aged 70-79 (n = 474) and ≥ 80 years (n = 286) with resected stage I - III cutaneous melanoma in Southwest Finland between January 1, 2000 and December 31, 2020. Patients were restaged according to the 8th edition of TNM classification, and comorbidities were assessed using the Charlson Comorbidity Index (CCI). RESULTS Patients aged ≥80 years had thicker and more commonly ulcerated melanomas: 43.0%, 40.9%, and 16.1% of patients aged ≥80 and 56.5%, 25.3%, and 18.1% of patients aged 70-79 years were diagnosed with stage I, II, and III melanoma, respectively. Multiple comorbidities (CCI ≥2) were more common and sentinel lymph node biopsy less frequently performed in patients aged ≥80 years. RFS and CSS were similar in patients aged 70-79 years and ≥ 80 years: median RFS 13.8 years vs not reached, with the hazard ratio of melanoma recurrence or death from melanoma 1.25 (95% confidence interval [CI]: 0.91-1.71); median CSS was not reached, with the hazard ratio of death from melanoma 1.12 (95%CI: 0.81-1.75). The proportion of patients who were alive with melanoma recurrence or had died from melanoma was similar in both age groups. In multivariable analysis, higher pathological stage was the only independent risk factor for short RFS regardless of age group, sex, CCI, and tumor ulceration. Higher stage and male sex were associated with short CSS. Age ≥ 80 years, stage III disease, and CCI ≥ 2 were associated with short OS and female sex with long OS in multivariable analysis. DISCUSSION Pathological stage was the most influential factor determining RFS and CSS in older adults with resected stage I - III melanoma. Concerning OS, age ≥ 80 years, stage III disease, and multiple comorbidities had a significant negative impact.
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Affiliation(s)
- Kalle E Mattila
- Department of Oncology, Fican West Cancer Centre, University of Turku and Turku University Hospital, Finland; InFLAMES Research Flagship Center, University of Turku, Finland.
| | - Helmi Vihinen
- Department of Oncology, Fican West Cancer Centre, University of Turku and Turku University Hospital, Finland; Turku School of Economics, University of Turku, Finland
| | - Eetu Heervä
- InFLAMES Research Flagship Center, University of Turku, Finland
| | - Maria S Nuotio
- Department of Geriatric Medicine, University of Turku and Turku University Hospital, Finland
| | - Pia Vihinen
- Department of Oncology, Fican West Cancer Centre, University of Turku and Turku University Hospital, Finland
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Venugopal K, Youlden D, Marvelde LT, Meng R, Aitken J, Evans S, Kostadinov I, Nolan R, Thomas H, D'Onise K. Twenty years of melanoma in Victoria, Queensland, and South Australia (1997 - 2016). Cancer Epidemiol 2023; 83:102321. [PMID: 36645924 DOI: 10.1016/j.canep.2023.102321] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2022] [Revised: 01/03/2023] [Accepted: 01/05/2023] [Indexed: 01/15/2023]
Abstract
BACKGROUND Given the high incidence of melanoma in Australia alongside high mortality with later stage disease, we investigated the populations and locations most at risk, to optimise public health activities in areas where intervention is most needed. This study examines trends and identifies significant prognostic factors and potential disparities in incidence, mortality and survival between population groups in Victoria, Queensland and South Australia. METHODS The analysis includes data from the population-based cancer registries of the three states over a twenty-year period (1997-2016). Age-standardized and age-specific incidence rates were calculated, and long-term trends analysed using Joinpoint Regression. Five-year relative survival estimates for the study population were calculated using the cohort method and multivariable flexible parametric survival models were applied for each jurisdiction to calculate adjusted excess mortality hazard ratios for the key characteristics. RESULTS There were more males with melanoma than females in all the three states. Over 60% of the cases occurred in the 40-74 years age group. Most melanomas had a Breslow thickness less than or equal to 1.0 mm. For males, Victoria and Queensland had a statistically significant increasing trend whereas in South Australia there was a decreasing trend. For females, the incidence rate trend was stable in Victoria but significantly decreasing in South Australia. In Queensland there was an increasing and statistically significant trend from 2006 to 2016. Across all three states there was a reducing incidence rate in the youngest cohort, stabilizing incidence in the 40-59-year-old age group, and increasing in the oldest cohorts. Five-year relative survival decreased with increasing age and with Breslow thickness across all three jurisdictions. Males had between 43%- 46% excess mortality compared to females in all the three states. There was higher risk with increasing age and Breslow thickness, with the largest risk among the 75 + age group and those with a Breslow thickness of > 4 mm. CONCLUSION It is the first time that data from these three registries has been analysed together in a uniform way, covering more than half of the Australian population. This study compares the epidemiology of melanoma across three states and provides a better understanding of trends and factors affecting outcome for Australians with melanoma. While there has been some improvement in aspects of incidence and mortality, this has not been evenly achieved across Australia.
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Affiliation(s)
| | | | - Luc Te Marvelde
- Victorian Cancer Registry, Cancer Council Victoria, Victoria, Australia
| | - Rosie Meng
- Prevention and Population Health Directorate, Wellbeing SA, Australia
| | | | - Sue Evans
- Victorian Cancer Registry, Cancer Council Victoria, Victoria, Australia
| | - Iordan Kostadinov
- Prevention and Population Health Directorate, Wellbeing SA, Australia
| | - Rebecca Nolan
- Prevention and Population Health Directorate, Wellbeing SA, Australia
| | - Helen Thomas
- Prevention and Population Health Directorate, Wellbeing SA, Australia
| | - Katina D'Onise
- Prevention and Population Health Directorate, Wellbeing SA, Australia
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Shah R, Patel N, Patel Y, Toscani M, Barone J, Weber PF. Age Demographics of Subjects Enrolled in Global, Interventional Phase 3 Melanoma Clinical Trials. Ther Innov Regul Sci 2022; 56:184-190. [PMID: 35001359 PMCID: PMC8854139 DOI: 10.1007/s43441-021-00362-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2021] [Accepted: 12/10/2021] [Indexed: 11/27/2022]
Abstract
Background Melanoma is a skin cancer with a rising worldwide incidence of just over 280,000 individuals with the greatest burden of illness in European, New Zealander, and Australian populations. Patients are diagnosed with melanoma with the mean and median ages being 65 and 59 years old, respectively. Phase 3 trials not only provide a wide representation of the target population but also study the efficacy for a certain intervention. Objective The objective of this literature review is to analyze patient demographics of phase 3 trials for melanoma and identify if there is a true disparity between the clinical trial age demographics and the natural epidemiological age demographics. Data Sources The authors conducted a search on clinicaltrials.gov, a publicly available resource that lists clinical trials and their data. The reported mean and median ages for each trial were extracted after determining if each trial meets our inclusion criteria. Weighted mean and median ages were calculated using an online calculator. Data Summary Data from 35 trials were evaluated with 30 trials reporting a weighted mean age of 55.85 years and 5 trials reporting a weighted median age of 55.14 years. Conclusion Based on the results, melanoma clinical trials enroll patients who are younger than the epidemiological mean and median ages. Due to this underrepresentation of the elderly patients with melanoma, clinical trials may provide limited application for the use of their results.
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Affiliation(s)
- Reema Shah
- Ernest Mario School of Pharmacy at Rutgers, The State University of New Jersey, Piscataway, NJ, USA
| | - Nil Patel
- Ernest Mario School of Pharmacy at Rutgers, The State University of New Jersey, Piscataway, NJ, USA.
| | - Yasha Patel
- Ernest Mario School of Pharmacy at Rutgers, The State University of New Jersey, Piscataway, NJ, USA
| | - Michael Toscani
- Ernest Mario School of Pharmacy at Rutgers, The State University of New Jersey, Piscataway, NJ, USA
| | - Joseph Barone
- Ernest Mario School of Pharmacy at Rutgers, The State University of New Jersey, Piscataway, NJ, USA
| | - Paul F Weber
- Ernest Mario School of Pharmacy at Rutgers, The State University of New Jersey, Piscataway, NJ, USA.,Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, USA
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Van Herck Y, Feyaerts A, Alibhai S, Papamichael D, Decoster L, Lambrechts Y, Pinchuk M, Bechter O, Herrera-Caceres J, Bibeau F, Desmedt C, Hatse S, Wildiers H. Is cancer biology different in older patients? THE LANCET HEALTHY LONGEVITY 2021; 2:e663-e677. [DOI: 10.1016/s2666-7568(21)00179-3] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/02/2021] [Revised: 07/14/2021] [Accepted: 07/15/2021] [Indexed: 12/13/2022]
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Leeneman B, Schreuder K, Uyl-de Groot CA, van Akkooi ACJ, Haanen JBAG, Wakkee M, Franken MG, Louwman MWJ. Stage-specific trends in incidence and survival of cutaneous melanoma in the Netherlands (2003-2018): A nationwide population-based study. Eur J Cancer 2021; 154:111-119. [PMID: 34256280 DOI: 10.1016/j.ejca.2021.06.007] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2021] [Revised: 05/31/2021] [Accepted: 06/08/2021] [Indexed: 11/24/2022]
Abstract
OBJECTIVE To examine stage-specific trends in the incidence and survival of cutaneous melanoma in the Netherlands between 2003 and 2018, as well as the uptake of the sentinel lymph node biopsy (SLNB) and novel drugs during that period. METHODS Data were obtained from the nationwide population-based Netherlands Cancer Registry for all patients diagnosed with invasive primary cutaneous melanoma (n = 60,267). We presented age-standardized incidence rates, the proportion of patients with an SLNB, the proportion of patients who received a novel drug (for their primary diagnosis) and one- and five-year relative survival rates. RESULTS Between 2003 and 2018, the incidence rate increased from 10.9 to 23.9 for men and from 15.6 to 27.3 for women. This increase reflected the increasing incidence rate of patients with stage I and III. The proportion of patients with an SLNB increased from 23% to 64%. A reasonable increase was observed in the proportion of patients with a positive outcome (from 2% to 11%). For patients with stage IV, there was a shift from chemotherapy towards novel drugs as from 2013. The five-year relative survival rate increased from 81% to 92% for men and from 88% to 96% for women. This increase reflected the increasing five-year relative survival rate of patients with stage II, III, and IV. CONCLUSION We observed an increase in incidence for patients with stage I and III and an improvement in survival for patients with stage II, III and IV. These trends can be partly explained by the introduction of the SLNB and the novel drugs.
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Affiliation(s)
- Brenda Leeneman
- Department of Health Technology Assessment, Erasmus School of Health Policy & Management, Erasmus University Rotterdam, Burgemeester Oudlaan 50, 3062 PA, Rotterdam, the Netherlands.
| | - Kay Schreuder
- Netherlands Comprehensive Cancer Organisation, Godebaldkwartier 419, 3511 DT, Utrecht, the Netherlands
| | - Carin A Uyl-de Groot
- Department of Health Technology Assessment, Erasmus School of Health Policy & Management, Erasmus University Rotterdam, Burgemeester Oudlaan 50, 3062 PA, Rotterdam, the Netherlands; Institute for Medical Technology Assessment, Erasmus University Rotterdam, Burgemeester Oudlaan 50, 3062 PA, Rotterdam, the Netherlands
| | - Alexander C J van Akkooi
- Department of Surgical Oncology, Netherlands Cancer Institute, Antoni van Leeuwenhoek, Plesmanlaan 121, 1066 CX, Amsterdam, the Netherlands
| | - John B A G Haanen
- Department of Medical Oncology, Netherlands Cancer Institute, Antoni van Leeuwenhoek, Plesmanlaan 121, 1066 CX, Amsterdam, the Netherlands
| | - Marlies Wakkee
- Department of Dermatology, Erasmus MC Cancer Institute, University Medical Center Rotterdam, Doctor Molewaterplein 40, 3015 GD, Rotterdam, the Netherlands
| | - Margreet G Franken
- Department of Health Technology Assessment, Erasmus School of Health Policy & Management, Erasmus University Rotterdam, Burgemeester Oudlaan 50, 3062 PA, Rotterdam, the Netherlands; Institute for Medical Technology Assessment, Erasmus University Rotterdam, Burgemeester Oudlaan 50, 3062 PA, Rotterdam, the Netherlands
| | - Marieke W J Louwman
- Netherlands Comprehensive Cancer Organisation, Godebaldkwartier 419, 3511 DT, Utrecht, the Netherlands
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Outcomes for systemic therapy in older patients with metastatic melanoma: Results from the Dutch Melanoma Treatment Registry. J Geriatr Oncol 2021; 12:1031-1038. [PMID: 34020909 DOI: 10.1016/j.jgo.2021.04.006] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2020] [Revised: 03/28/2021] [Accepted: 04/29/2021] [Indexed: 11/21/2022]
Abstract
BACKGROUND The incidence of metastatic melanoma is increasing in all ages. Multiple trials with targeted drugs and immune checkpoint inhibitors showed improved survival in metastatic melanoma. However, patients aged ≥75 years are often under-represented in clinical trials, therefore raising questions on safety and efficacy of treatment. PATIENTS AND METHODS We analyzed a real-world cohort of 3054 patients with metastatic melanoma stratified for age (≤65 years, 66-74 years and ≥ 75 years), and BRAF status, providing data on treatment strategies, toxicity, and survival. Kaplan Meier curves and Cox Proportional Hazard Models were used to present overall survival (OS) and Melanoma Specific Survival (MSS). RESULTS Overall, 52.2% of patients were ≤ 65 years and 18.4% of patients ≥75 years. BRAF mutated tumors were found less often in patients ≥75 years: 34.5% versus 65% in patients ≤65 years. Patients ≥75 years received systemic therapy less frequently compared to their younger counterparts independent of the BRAF status. When receiving treatment, no statistical significant difference in grade 3 or 4 toxicity was observed. Three year Overall Survival rate was 13.7% (9.1-19.3) in patients ≥75 years versus 26.7% (23.1-30.4) in patients ≤65 years, with a Hazard Ratio (HR) of 1.71 (95%CI 1.50-1.95), p < 0.001. Three year Melanoma Specific Survival was 30.4% (22.0-39.2) versus 34.0% (29.7-38.2), HR 1.26 (95% CI 1.07-1.49), p = 0.005 with an adjusted HR of 1.21 (1.00-1.47), p = 0.049. CONCLUSION Patients with metastatic melanoma ≥75 years are less frequently treated, but when treated there is no statistical significant increase in toxicity and only a borderline statistical significant difference in Melanoma Specific Survival was seen, compared to younger patients.
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Yousaf A, Tjien-Fooh FJ, Rentroia-Pacheco B, Quattrocchi E, Kobic A, Tempel D, Kolodney M, Meves A. Validation of CP-GEP (Merlin Assay) for predicting sentinel lymph node metastasis in primary cutaneous melanoma patients: A U.S. cohort study. Int J Dermatol 2021; 60:851-856. [PMID: 33914348 PMCID: PMC8251603 DOI: 10.1111/ijd.15594] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/22/2020] [Revised: 03/18/2021] [Accepted: 03/23/2021] [Indexed: 11/28/2022]
Abstract
BACKGROUND Approximately 85% of melanoma patients who undergo a sentinel lymph node biopsy (SLNB) are node-negative. Melanoma incidence is highest in patients ≥65 years, but their SLNB positivity rate is lower than in younger patients. CP-GEP, a model combining clinicopathologic and gene expression variables, identifies primary cutaneous melanoma (CM) patients who may safely forgo SLNB due to their low risk for nodal metastasis. Here, we validate CP-GEP in a U.S. melanoma patient cohort. METHODS A cohort of 208 adult patients with primary CM from the Mayo Clinic and West Virginia University was used. Patients were stratified according to their risk for nodal metastasis: CP-GEP High Risk and CP-GEP Low Risk. The main performance measures were SLNB reduction rate (RR) and negative predictive value (NPV). RESULTS SLNB positivity rate for the entire cohort was 21%. Most patients had a T1b (34%) or T2a (31%) melanoma. In the T1-T2 group (153 patients), CP-GEP achieved an SLNB RR of 41.8% (95% CI: 33.9-50.1) at an NPV of 93.8% (95% CI: 84.8-98.3). Subgroup analysis showed similar performance in T1-T2 patients ≥65 years of age (51 patients; SLNB positivity rate, 9.8%): SLNB RR of 43.1% (95% CI: 29.3-57.8) at an NPV of 95.5% (95% CI: 77.2-99.9). CONCLUSION We confirmed the potential of CP-GEP to reduce negative SLNB in all relevant age groups. Our findings are especially relevant to patients ≥65 years, where surgery is often elective. CP-GEP may guide SLNB decision-making in clinical practice.
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Cortez JL, Vasquez J, Wei ML. The impact of demographics, socioeconomics, and health care access on melanoma outcomes. J Am Acad Dermatol 2020; 84:1677-1683. [PMID: 32783908 DOI: 10.1016/j.jaad.2020.07.125] [Citation(s) in RCA: 44] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2020] [Revised: 07/25/2020] [Accepted: 07/29/2020] [Indexed: 12/13/2022]
Abstract
Disparities in melanoma care exist in the United States. Disparities in provider type, patient demographics, place of residence, insurance status, socioeconomic status, race/ethnicity, and age impact melanoma outcomes. Melanomas detected by dermatologists are thinner, at an earlier stage, and have better survival outcomes compared with detection by primary care providers or patients. Lower socioeconomic status, race/ethnicity, and place of residence are associated with decreased access to or use of dermatologists, or both, and more advanced melanomas at diagnosis. Additionally, uninsured and publicly insured individuals are more likely to present with late-stage melanomas, resulting in worse outcomes. This review provides a comprehensive overview of how structural and patient-level characteristics influence melanoma outcomes in order to inform clinical care and health care policy as it relates to addressing gaps in melanoma care.
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Affiliation(s)
- Jose L Cortez
- Department of Dermatology, University of California, San Francisco, California; Dermatology Service, San Francisco Veterans Affairs Medical Center, San Francisco, California
| | - Juan Vasquez
- Dermatology Service, San Francisco Veterans Affairs Medical Center, San Francisco, California
| | - Maria L Wei
- Department of Dermatology, University of California, San Francisco, California; Dermatology Service, San Francisco Veterans Affairs Medical Center, San Francisco, California; University of California, San Francisco Helen Diller Family Comprehensive Cancer Center, San Francisco, California.
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