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Garrison ZR, Hall CM, Fey RM, Clister T, Khan N, Nichols R, Kulkarni RP. Advances in Early Detection of Melanoma and the Future of At-Home Testing. Life (Basel) 2023; 13:life13040974. [PMID: 37109503 PMCID: PMC10145469 DOI: 10.3390/life13040974] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2023] [Revised: 02/17/2023] [Accepted: 03/31/2023] [Indexed: 04/29/2023] Open
Abstract
The past decade has seen numerous advancements in approaches to melanoma detection, each with the common goal to stem the growing incidence of melanoma and its mortality rate. These advancements, while well documented to increase early melanoma detection, have also garnered considerable criticism of their efficacy for improving survival rates. In this review, we discuss the current state of such early detection approaches that do not require direct dermatologist intervention. Our findings suggest that a number of at-home and non-specialist methods exist with high accuracy for detecting melanoma, albeit with a few notable concerns worth further investigation. Additionally, research continues to find new approaches using artificial intelligence which have promise for the future.
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Affiliation(s)
- Zachary R Garrison
- Department of Dermatology, Oregon Health & Science University, Portland, OR 97239, USA
| | - Connor M Hall
- Department of Dermatology, Oregon Health & Science University, Portland, OR 97239, USA
| | - Rosalyn M Fey
- Department of Dermatology, Oregon Health & Science University, Portland, OR 97239, USA
| | - Terri Clister
- Department of Dermatology, Oregon Health & Science University, Portland, OR 97239, USA
| | - Nabeela Khan
- Department of Dermatology, Oregon Health & Science University, Portland, OR 97239, USA
| | - Rebecca Nichols
- Department of Dermatology, Oregon Health & Science University, Portland, OR 97239, USA
| | - Rajan P Kulkarni
- Department of Dermatology, Oregon Health & Science University, Portland, OR 97239, USA
- Cancer Early Detection Advanced Research Center (CEDAR), Portland, OR 97239, USA
- Knight Cancer Institute, Oregon Health and Science University, Portland, OR 97239, USA
- Operative Care Division, U.S. Department of Veterans Affairs Portland Health Care System, Portland, OR 97239, USA
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2
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Screening for Melanoma in Men: a Cost-Effectiveness Analysis. J Gen Intern Med 2020; 35:1175-1181. [PMID: 31705474 PMCID: PMC7174523 DOI: 10.1007/s11606-019-05443-3] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/08/2019] [Accepted: 09/26/2019] [Indexed: 12/14/2022]
Abstract
BACKGROUND Systematic screening skin examination has been proposed to reduce melanoma-related mortality. OBJECTIVE To assess the potential effectiveness of screening, in a demographic at high risk of melanoma mortality. DESIGN A cohort Markov state-transition model was developed comparing systematic screening versus usual care (no systematic screening). In the base case, we evaluated a sensitivity and specificity of 20% and 85%, respectively, for usual care (incidental detection) and 50% sensitivity and 85% specificity from systematic screening. We examined a wide range of values in sensitivity analyses. PARTICIPANTS Potential screening strategies applied to a hypothetical population of 10,000 white men from ages 50-75. MAIN MEASURES Incremental cost-effectiveness ratio, measured in cost per quality adjusted life year (QALY). KEY RESULTS Using base case assumptions, screening every 2 years beginning at age 60 reduced melanoma mortality by 20% with a cost-utility of $26,503 per QALY gained. Screening every 2 years beginning at age 50 reduced mortality by 30% with an incremental cost-utility of $67,970 per QALY. Results were sensitive to differences in accuracy of systematic screening versus usual care, and costs of screening, but were generally insensitive to costs of biopsy or treatment. CONCLUSIONS Assuming moderate differences in accuracy with systematic screening versus usual care, screening for melanoma every 2 years starting at age 50 or 60 may be cost-effective in white men. Results are sensitive to degree of difference in sensitivity with screening compared to usual care. Better studies of the accuracy of systematic screening exams compared with usual care are required to determine whether a trial of screening should be undertaken.
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3
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Buja A, Rivera M, Girardi G, Vecchiato A, Rebba V, Pizzo E, Sileni VC, Palozzo AC, Montesco M, Zorzi M, Sartor G, Scioni M, Bolzan M, Fiore PD, Bonavina MG, Rugge M, Baldo V, Rossi CR. Cost-effectiveness of a melanoma screening programme using whole disease modelling. J Med Screen 2019; 27:157-167. [PMID: 31711359 DOI: 10.1177/0969141319885998] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
OBJECTIVE To assess the potential impact of a melanoma screening programme, compared with usual care, on direct costs and life expectancy in the era of targeted drugs and cancer immunotherapy. METHODS Using a Whole Disease Model approach, a Markov simulation model with a time horizon of 25 years was devised to analyse the cost-effectiveness of a one-time, general practitioner-based melanoma screening strategy in the population aged over 20, compared with no screening. The study considered the most up-to-date drug therapy and was conducted from the perspective of the Veneto regional healthcare system within the Italian National Health Service. Only direct costs were considered. Sensitivity analyses, both one-way and probabilistic, were performed to identify the parameters with the greatest impact on cost-effectiveness, and to assess the robustness of our model. RESULTS Over a 25-year time horizon, the screening intervention dominated usual care. The probabilistic sensitivity analyses confirmed the robustness of these findings. The key drivers of the model were the proportion of melanomas detected by the screening procedure and the adherence of the target population to the screening programme. CONCLUSIONS The screening programme proved to be a dominant option compared with usual care. These findings should prompt serious consideration of the design and implementation of a regional or national melanoma screening strategy within a National Health Service.
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Affiliation(s)
- Alessandra Buja
- Department of Cardiologic, Vascular, and Thoracic Sciences and Public Health, University of Padua, Padua, Italy
| | - Michele Rivera
- Department of Surgery, Oncology and Gastroenterology, University of Padua, Padua, Italy
| | - Giovanni Girardi
- Department of Cardiologic, Vascular, and Thoracic Sciences and Public Health, University of Padua, Padua, Italy
| | - Antonella Vecchiato
- Department of Oncology, Veneto Institute of Oncology IOV-IRCCS, Padua, Italy
| | - Vincenzo Rebba
- Department of Economics and Management 'Marco Fanno', University of Padua, and CRIEP (Interuniversity Research Centre on Public Economics), Padua, Italy
| | - Elena Pizzo
- Department of Applied Health Research, University College London, London, UK
| | | | | | - Maria Montesco
- Department of Oncology, Veneto Institute of Oncology IOV-IRCCS, Padua, Italy
| | - Manuel Zorzi
- Veneto Tumour Registry, Azienda Zero, Padua, Italy
| | - Gino Sartor
- Department of Oncology, Veneto Institute of Oncology IOV-IRCCS, Padua, Italy
| | - Manuela Scioni
- Statistics Department, University of Padua, Padua, Italy
| | - Mario Bolzan
- Statistics Department, University of Padua, Padua, Italy
| | - Paolo Del Fiore
- Department of Oncology, Veneto Institute of Oncology IOV-IRCCS, Padua, Italy
| | | | | | - Vincenzo Baldo
- Department of Cardiologic, Vascular, and Thoracic Sciences and Public Health, University of Padua, Padua, Italy
| | - Carlo Riccardo Rossi
- Department of Surgery, Oncology and Gastroenterology, University of Padua, Padua, Italy.,Department of Oncology, Veneto Institute of Oncology IOV-IRCCS, Padua, Italy
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4
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Gardner LJ, Strunck JL, Wu YP, Grossman D. Current controversies in early-stage melanoma: Questions on incidence, screening, and histologic regression. J Am Acad Dermatol 2019; 80:1-12. [PMID: 30553298 DOI: 10.1016/j.jaad.2018.03.053] [Citation(s) in RCA: 34] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2018] [Revised: 03/12/2018] [Accepted: 03/18/2018] [Indexed: 02/03/2023]
Abstract
In the first article in this continuing medical education series we review controversies and uncertainties relating to the epidemiology and initial diagnosis of localized cutaneous melanoma (ie, stage 0, I, or II). Many of these issues are unsettled because of conflicting evidence. Melanoma incidence appears to be increasing, yet its basis has not been fully explained. Despite the advantages of early detection, the US Preventive Services Task Force does not recommend skin screening for the general population. Occasionally, biopsy specimens of melanoma will show histologic regression, but the prognostic importance of this phenomenon is uncertain. Some practitioners recommend obtaining a sentinel lymph node biopsy specimen for thin melanomas showing regression, although this histologic finding is not part of the staging system for thin melanomas. Our goal is to provide the clinician who cares for patients with (or at risk for) melanoma with up-to-date contextual knowledge to appreciate the multiple sides of each controversy so that they will be better informed to discuss these issues with their patients and their families.
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Affiliation(s)
| | | | - Yelena P Wu
- Department of Dermatology, University of Utah Health Sciences Center, Salt Lake City, Utah; Huntsman Cancer Institute, University of Utah Health Sciences Center, Salt Lake City, Utah
| | - Douglas Grossman
- Department of Dermatology, University of Utah Health Sciences Center, Salt Lake City, Utah; Huntsman Cancer Institute, University of Utah Health Sciences Center, Salt Lake City, Utah.
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5
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Matsumoto M, Secrest A, Anderson A, Saul MI, Ho J, Kirkwood JM, Ferris LK. Estimating the cost of skin cancer detection by dermatology providers in a large health care system. J Am Acad Dermatol 2018; 78:701-709.e1. [PMID: 29180093 PMCID: PMC5963718 DOI: 10.1016/j.jaad.2017.11.033] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2017] [Revised: 11/06/2017] [Accepted: 11/12/2017] [Indexed: 11/26/2022]
Abstract
BACKGROUND Data on the cost and efficiency of skin cancer detection through total body skin examination are scarce. OBJECTIVE To determine the number needed to screen (NNS) and biopsy (NNB) and cost per skin cancer diagnosed in a large dermatology practice in patients undergoing total body skin examination. METHODS This is a retrospective observational study. RESULTS During 2011-2015, a total of 20,270 patients underwent 33,647 visits for total body skin examination; 9956 lesion biopsies were performed yielding 2763 skin cancers, including 155 melanomas. The NNS to detect 1 skin cancer was 12.2 (95% confidence interval [CI] 11.7-12.6) and 1 melanoma was 215 (95% CI 185-252). The NNB to detect 1 skin cancer was 3.0 (95% CI 2.9-3.1) and 1 melanoma was 27.8 (95% CI 23.3-33.3). In a multivariable model for NNS, age and personal history of melanoma were significant factors. Age switched from a protective factor to a risk factor at 51 years of age. The estimated cost per melanoma detected was $32,594 (95% CI $27,326-$37,475). LIMITATIONS Data are from a single health care system and based on physician coding. CONCLUSION Melanoma detection through total body skin examination is most efficient in patients ≥50 years of age and those with a personal history of melanoma. Our findings will be helpful in modeling the cost effectiveness of melanoma screening by dermatologists.
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Affiliation(s)
- Martha Matsumoto
- University of Pittsburgh, School of Medicine, Pittsburgh, Pennsylvania
| | - Aaron Secrest
- Department of Dermatology, University of Utah, Salt Lake City, Utah
| | - Alyce Anderson
- University of Pittsburgh, School of Medicine, Pittsburgh, Pennsylvania
| | - Melissa I Saul
- Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Jonhan Ho
- Department of Dermatology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - John M Kirkwood
- Department of Medicine, Division of Medical Oncology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Laura K Ferris
- Department of Dermatology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania.
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6
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Using Morphed Images to Study Visual Detection of Cutaneous Melanoma Symptom Evolution. PSYCHOLOGICAL RECORD 2017. [DOI: 10.1007/bf03395765] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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7
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Gordon LG, Brynes J, Baade PD, Neale RE, Whiteman DC, Youl PH, Aitken JF, Janda M. Cost-Effectiveness Analysis of a Skin Awareness Intervention for Early Detection of Skin Cancer Targeting Men Older Than 50 Years. VALUE IN HEALTH : THE JOURNAL OF THE INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES RESEARCH 2017; 20:593-601. [PMID: 28408001 DOI: 10.1016/j.jval.2016.12.017] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/20/2015] [Revised: 10/07/2016] [Accepted: 12/18/2016] [Indexed: 06/07/2023]
Abstract
OBJECTIVES To assess the cost-effectiveness of an educational intervention encouraging self-skin examinations for early detection of skin cancers among men older than 50 years. METHODS A lifetime Markov model was constructed to combine data from the Skin Awareness Trial and other published sources. The model incorporated a health system perspective and the cost and health outcomes for melanoma, squamous and basal cell carcinomas, and benign skin lesions. Key model outcomes included Australian costs (2015), quality-adjusted life-years (QALYs), life-years, and counts of skin cancers. Univariate and probabilistic sensitivity analyses were undertaken to address parameter uncertainty. RESULTS The mean cost of the intervention was A$5,298 compared with A$4,684 for usual care, whereas mean QALYs were 7.58 for the intervention group and 7.77 for the usual care group. The intervention was thus inferior to usual care. When only survival gain is considered, the model predicted the intervention would cost A$1,059 per life-year saved. The likelihood that the intervention was cost-effective up to A$50,000 per QALY gained was 43.9%. The model was stable to most data estimates; nevertheless, it relies on the specificity of clinical diagnosis of skin cancers and is subject to limited health utility data for people with skin lesions. CONCLUSIONS Although the intervention improved skin checking behaviors and encouraged men to seek medical advice about suspicious lesions, the overall costs and effects from also detecting more squamous and basal cell carcinomas and benign lesions outweighed the positive health gains from detecting more thin melanomas.
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MESH Headings
- Age Factors
- Aged
- Australia
- Awareness
- Carcinoma, Basal Cell/diagnosis
- Carcinoma, Basal Cell/economics
- Carcinoma, Basal Cell/mortality
- Carcinoma, Basal Cell/therapy
- Carcinoma, Squamous Cell/diagnosis
- Carcinoma, Squamous Cell/economics
- Carcinoma, Squamous Cell/mortality
- Carcinoma, Squamous Cell/therapy
- Cost Savings
- Cost-Benefit Analysis
- Decision Support Techniques
- Early Detection of Cancer/economics
- Early Detection of Cancer/methods
- Health Care Costs
- Health Knowledge, Attitudes, Practice
- Humans
- Male
- Markov Chains
- Melanoma/diagnosis
- Melanoma/economics
- Melanoma/mortality
- Melanoma/therapy
- Men's Health/economics
- Middle Aged
- Models, Economic
- Patient Education as Topic/economics
- Predictive Value of Tests
- Prognosis
- Quality-Adjusted Life Years
- Reproducibility of Results
- Risk Factors
- Self-Examination/economics
- Sex Factors
- Skin Neoplasms/diagnosis
- Skin Neoplasms/economics
- Skin Neoplasms/mortality
- Skin Neoplasms/therapy
- Time Factors
- Video Recording/economics
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Affiliation(s)
- Louisa G Gordon
- Population Health Department, QIMR Berghofer Medical Research Institute, Royal Brisbane Hospital, Brisbane, Queensland, Australia; NHMRC Centre for Research Excellence in Sun and Health, Queensland University of Technology, Kelvin Grove, Queensland, Australia.
| | - Joshua Brynes
- Centre for Applied Health Economics, Menzies Health Institute Queensland, Griffith University, Nathan, Queensland, Australia
| | - Peter D Baade
- Menzies Health Institute Queensland, Griffith University, Gold Coast Campus, Queensland, Australia; Cancer Council Queensland, Spring Hill, Queensland, Australia
| | - Rachel E Neale
- Population Health Department, QIMR Berghofer Medical Research Institute, Royal Brisbane Hospital, Brisbane, Queensland, Australia; NHMRC Centre for Research Excellence in Sun and Health, Queensland University of Technology, Kelvin Grove, Queensland, Australia
| | - David C Whiteman
- Population Health Department, QIMR Berghofer Medical Research Institute, Royal Brisbane Hospital, Brisbane, Queensland, Australia; NHMRC Centre for Research Excellence in Sun and Health, Queensland University of Technology, Kelvin Grove, Queensland, Australia
| | - Philippa H Youl
- NHMRC Centre for Research Excellence in Sun and Health, Queensland University of Technology, Kelvin Grove, Queensland, Australia; Menzies Health Institute Queensland, Griffith University, Gold Coast Campus, Queensland, Australia; Cancer Council Queensland, Spring Hill, Queensland, Australia
| | - Joanne F Aitken
- Menzies Health Institute Queensland, Griffith University, Gold Coast Campus, Queensland, Australia; Cancer Council Queensland, Spring Hill, Queensland, Australia
| | - Monika Janda
- NHMRC Centre for Research Excellence in Sun and Health, Queensland University of Technology, Kelvin Grove, Queensland, Australia; School of Public Health, Queensland University of Technology, Kelvin Grove, Queensland, Australia
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8
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Usher-Smith J, Kassianos A, Emery J, Abel G, Teoh Z, Hall S, Neal R, Murchie P, Walter F. Identifying people at higher risk of melanoma across the U.K.: a primary-care-based electronic survey. Br J Dermatol 2016; 176:939-948. [DOI: 10.1111/bjd.15181] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/11/2016] [Indexed: 12/11/2022]
Affiliation(s)
- J.A. Usher-Smith
- Primary Care Unit, Department of Public Health & Primary Care; University of Cambridge School of Clinical Medicine; Strangeways Research Laboratory; Cambridge CB1 8RN U.K
| | - A.P. Kassianos
- Department of Applied Health Research; University College London; London U.K
| | - J.D. Emery
- Department of General Practice; Melbourne Medical School Faculty of Medicine, Dentistry and Health Sciences; University of Melbourne; Carlton Victoria Australia
| | - G.A. Abel
- Primary Care Unit, Department of Public Health & Primary Care; University of Cambridge School of Clinical Medicine; Strangeways Research Laboratory; Cambridge CB1 8RN U.K
| | - Z. Teoh
- Betsi Cadwaladr University Health Board; Wrexham Maelor Hospital; Wrexham U.K
| | - S. Hall
- Centre of Academic Primary Care; Division of Applied Health Sciences; University of Aberdeen; Aberdeen U.K
| | - R.D. Neal
- North Wales Centre for Primary Care Research; Bangor University; Wrexham U.K
| | - P. Murchie
- Centre of Academic Primary Care; Division of Applied Health Sciences; University of Aberdeen; Aberdeen U.K
| | - F.M. Walter
- Primary Care Unit, Department of Public Health & Primary Care; University of Cambridge School of Clinical Medicine; Strangeways Research Laboratory; Cambridge CB1 8RN U.K
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9
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Gordon LG, Elliott TM, Wright CY, Deghaye N, Visser W. Modelling the healthcare costs of skin cancer in South Africa. BMC Health Serv Res 2016; 16:113. [PMID: 27039098 PMCID: PMC4818961 DOI: 10.1186/s12913-016-1364-z] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2015] [Accepted: 03/24/2016] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND Skin cancer is a growing public health problem in South Africa due to its high ambient ultraviolet radiation environment. The purpose of this study was to estimate the annual health system costs of cutaneous melanoma, squamous cell carcinoma (SCC) and basal cell carcinoma (BCC) in South Africa, incorporating both the public and private sectors. METHODS A cost-of-illness study was used to measure the economic burden of skin cancer and a 'bottom-up' micro-costing approach. Clinicians provided data on the patterns of care and treatments while national costing reports and clinician fees provided cost estimates. The mean costs per melanoma and per SCC/BCC were extrapolated to estimate national costs using published incidence data and official population statistics. One-way and probabilistic sensitivity analyses were undertaken to address the uncertainty of the parameters used in the model. RESULTS The estimated total annual cost of treating skin cancers in South Africa were ZAR 92.4 million (2015) (or US$15.7 million). Sensitivity analyses showed that the total costs could vary between ZAR 89.7 to 94.6 million (US$15.2 to $16.1 million) when melanoma-related variables were changed and between ZAR 78.4 to 113.5 million ($13.3 to $19.3 million) when non-melanoma-related variables were changed. The primary drivers of overall costs were the cost of excisions, follow-up care, radical lymph node dissection, cryotherapy and radiation therapy. CONCLUSION The cost of managing skin cancer in South Africa is sizable. Since skin cancer is largely preventable through improvements to sun-protection awareness and skin cancer prevention programs, this study highlights these healthcare resources could be used for other pressing public health problems in South Africa.
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Affiliation(s)
- Louisa G Gordon
- Griffith University, Menzies Health Institute Queensland, Centre for Applied Health Economics, Logan Campus, University Dr, Meadowbrook, QLD, Q4131, Australia.
- Centre for Research Excellence in Sun and Health, Queensland University of Technology, Victoria Park Rd, Kelvin Grove, Q4059, Brisbane, Australia.
| | - Thomas M Elliott
- Griffith University, Menzies Health Institute Queensland, Centre for Applied Health Economics, Logan Campus, University Dr, Meadowbrook, QLD, Q4131, Australia
- Centre for Research Excellence in Sun and Health, Queensland University of Technology, Victoria Park Rd, Kelvin Grove, Q4059, Brisbane, Australia
| | - Caradee Y Wright
- Environment & Health Research Unit, South African Medical Research Council and Department of Geography, Meteorology and Geoinformatics, University of Pretoria, Pretoria, South Africa
| | - Nicola Deghaye
- Health Economics and HIV and AIDS Research Division, University of KwaZulu-Natal, Durban, South Africa
| | - Willie Visser
- Division of Dermatology, Department of Medicine, Stellenbosch University, Tygerberg Academic Hospital, Cape Town, South Africa
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10
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Eisemann N, Waldmann A, Garbe C, Katalinic A. Development of a microsimulation of melanoma mortality for evaluating the effectiveness of population-based skin cancer screening. Med Decis Making 2014; 35:243-54. [PMID: 25145574 DOI: 10.1177/0272989x14543106] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
BACKGROUND A nationwide skin cancer screening (SCS) was implemented in Germany in 2008. It aims at improving early detection of melanoma in order to reduce melanoma mortality. While the idea of early detection is compelling, demonstrating the effectiveness of melanoma screening is crucial. Since it is not feasible to conduct epidemiological studies to investigate the impact of factors such as screening interval or targeted age groups, we developed a microsimulation model that is able to predict melanoma mortality in Germany under several SCS conditions. METHODS Using German cancer registry data, population data, and other published data on melanoma progression and screening participation, we developed a stochastic microsimulation model. With this model, 10,000 populations of 100,000 persons and their melanoma-related life histories were simulated separately for women and for men and calibrated to observed melanoma incidence. In a second step, life histories of melanoma were changed by an SCS. RESULTS Compared with a nonscreening scenario (age-standardized mortality rate: 1.6 and 2.9 per 100,000 for women and men), a biennial SCS of the 35- to 85-year-old population with a participation probability of 20% for each screening-eligible individual and a test sensitivity of 80% reduced mortality by up to 0.7 and 1.4 deaths per 100,000 person-years for women and men, respectively, corresponding to a relative reduction of melanoma mortality by 45% in women and men. CONCLUSIONS We developed a microsimulation model of melanoma mortality that can be used to evaluate the effectiveness of population-based skin cancer screening. The simulation provided plausible melanoma mortality predictions and is a tool for comparing different SCS scenarios. However, it does not provide estimates on total costs of SCS.
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Affiliation(s)
- Nora Eisemann
- Institute of Cancer Epidemiology, University of Lübeck, Lübeck, Germany (NE, AK)
| | - Annika Waldmann
- Institute of Social Medicine and Epidemiology, University of Lübeck, Lübeck, Germany (AW, AK)
| | - Claus Garbe
- Department of Dermatology, University of Tübingen, Tübingen, Germany (CG)
| | - Alexander Katalinic
- Institute of Cancer Epidemiology, University of Lübeck, Lübeck, Germany (NE, AK),Institute of Social Medicine and Epidemiology, University of Lübeck, Lübeck, Germany (AW, AK)
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11
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Usher-Smith JA, Emery J, Kassianos AP, Walter FM. Risk prediction models for melanoma: a systematic review. Cancer Epidemiol Biomarkers Prev 2014; 23:1450-63. [PMID: 24895414 DOI: 10.1158/1055-9965.epi-14-0295] [Citation(s) in RCA: 77] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Melanoma incidence is increasing rapidly worldwide among white-skinned populations. Earlier diagnosis is the principal factor that can improve prognosis. Defining high-risk populations using risk prediction models may help targeted screening and early detection approaches. In this systematic review, we searched Medline, EMBASE, and the Cochrane Library for primary research studies reporting or validating models to predict risk of developing cutaneous melanoma. A total of 4,141 articles were identified from the literature search and six through citation searching. Twenty-five risk models were included. Between them, the models considered 144 possible risk factors, including 18 measures of number of nevi and 26 of sun/UV exposure. Those most frequently included in final risk models were number of nevi, presence of freckles, history of sunburn, hair color, and skin color. Despite the different factors included and different cutoff values for sensitivity and specificity, almost all models yielded sensitivities and specificities that fit along a summary ROC with area under the ROC (AUROC) of 0.755, suggesting that most models had similar discrimination. Only two models have been validated in separate populations and both also showed good discrimination with AUROC values of 0.79 (0.70-0.86) and 0.70 (0.64-0.77). Further research should focus on validating existing models rather than developing new ones.
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Affiliation(s)
- Juliet A Usher-Smith
- The Primary Care Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, United Kingdom;
| | - Jon Emery
- The Primary Care Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, United Kingdom; General Practice and Primary Care Academic Centre, University of Melbourne, Melbourne; and School of Primary, Aboriginal, and Rural Health Care, University of Western Australia, Crawley, Australia
| | - Angelos P Kassianos
- The Primary Care Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, United Kingdom
| | - Fiona M Walter
- The Primary Care Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, United Kingdom; General Practice and Primary Care Academic Centre, University of Melbourne, Melbourne; and School of Primary, Aboriginal, and Rural Health Care, University of Western Australia, Crawley, Australia
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12
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Janda M, Youl P, Marshall AL, Soyer HP, Baade P. The HealthyTexts study: a randomized controlled trial to improve skin cancer prevention behaviors among young people. Contemp Clin Trials 2013; 35:159-67. [PMID: 23557730 DOI: 10.1016/j.cct.2013.03.009] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2012] [Revised: 03/21/2013] [Accepted: 03/22/2013] [Indexed: 11/28/2022]
Abstract
Several randomized trials have found behavior change programs delivered via text messaging to be efficacious to improve preventive health behaviors such as physical activity and stopping smoking; however few have assessed its value in skin cancer prevention or early detection. The HealthyTexts study enrolled 678 participants 18-42 years, and assigned them to receive 21 text messages about skin cancer prevention, skin self-examination or physical activity (attention control) over the course of one year. Baseline data have been collected and outcomes will be assessed at three months and twelve months post-intervention. The trial aims to increase the mean overall sun protection habits index score from 2.3 to 2.7 with a standard deviation of 0.5 (effect size of 0.5) and the proportion of people who conduct a whole-body skin self-examination by an absolute 10%. This paper describes the study design and participants' baseline characteristics. In addition, participants' goals for their health, and strategies they apply to achieve those goals are summarized.
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Affiliation(s)
- M Janda
- School of Public Health, Institute for Health and Biomedical Innovation, Queensland University of Technology, Brisbane, Queensland, Australia.
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13
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Guy GP, Ekwueme DU, Tangka FK, Richardson LC. Melanoma treatment costs: a systematic review of the literature, 1990-2011. Am J Prev Med 2012; 43:537-45. [PMID: 23079178 PMCID: PMC4495902 DOI: 10.1016/j.amepre.2012.07.031] [Citation(s) in RCA: 72] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/14/2012] [Revised: 05/01/2012] [Accepted: 07/03/2012] [Indexed: 10/27/2022]
Abstract
CONTEXT Melanoma is the most deadly form of skin cancer and an important public health concern. Given the substantial health burden associated with melanoma, it is important to examine the economic costs associated with its treatment. The purpose of the current study was to systematically review the literature on the direct medical care costs of melanoma. EVIDENCE ACQUISITION A systematic review was performed using multiple databases including MEDLINE, Embase, CINAHL, and Econlit. Nineteen articles on the direct medical costs of melanoma were identified. EVIDENCE SYNTHESIS Detailed information on the study population, study country/setting, study perspective, costing approach, disease severity (stage), and key study results were abstracted. The overall costs of melanoma were examined as well as per-patient costs, costs by phase of care, stage of diagnosis, and setting/type of care. Among studies examining all stages of melanoma, annual treatment costs ranged from $44.9 million among Medicare patients with existing cases to $932.5 million among newly diagnosed cases across all age groups. CONCLUSIONS Melanoma leads to substantial direct medical care costs, with estimates varying widely because of the heterogeneity across studies in terms of the study setting, populations studied, costing approach, and study methods. Melanoma treatment costs varied by phase of care and stage at diagnoses; costs were highest among patients diagnosed with late-stage disease and in the initial and terminal phases of care. Aggregate treatment costs were generally highest in the outpatient/office-based setting; per-patient/per-case treatment costs were highest in the hospital inpatient setting. Given the substantial costs of treating melanoma, public health strategies should include efforts to enhance both primary prevention (reduction of ultraviolet light exposure) and secondary prevention (earlier detection) of melanoma.
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Affiliation(s)
- Gery P Guy
- Division of Cancer Prevention and Control, National Center for Chronic Disease Prevention and Health Promotion, CDC, Atlanta, Georgia 30341, USA.
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Curiel-Lewandrowski C, Kim CC, Swetter SM, Chen SC, Halpern AC, Kirkwood JM, Leachman SA, Marghoob AA, Ming ME, Grichnik JM. Survival is not the only valuable end point in melanoma screening. J Invest Dermatol 2012; 132:1332-7. [PMID: 22336950 PMCID: PMC4575123 DOI: 10.1038/jid.2012.3] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
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Pollack LA, Li J, Berkowitz Z, Weir HK, Wu XC, Ajani UA, Ekwueme DU, Li C, Pollack BP. Melanoma survival in the United States, 1992 to 2005. J Am Acad Dermatol 2011; 65:S78-86. [PMID: 22018071 DOI: 10.1016/j.jaad.2011.05.030] [Citation(s) in RCA: 119] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2011] [Revised: 05/10/2011] [Accepted: 05/13/2011] [Indexed: 02/05/2023]
Abstract
BACKGROUND Population-based data on melanoma survival are important for understanding the impact of demographic and clinical factors on prognosis. OBJECTIVE We describe melanoma survival by age, sex, race/ethnicity, stage, depth, histology, and site. METHODS Using Surveillance, Epidemiology, and End Results data, we calculated unadjusted cause-specific survival up to 10 years from diagnosis for 68,495 first primary cases of melanoma diagnosed from 1992 to 2005. Cox multivariate analysis was performed for 5-year survival. Data from 1992 to 2001 were divided into 3 time periods to compare stage distribution and differences in stage-specific 5-year survival over time. RESULTS Melanomas that had metastasized (distant stage) or were thicker than 4.00 mm had a poor prognosis (5-year survival: 15.7% and 56.6%). The 5-year survival for men was 86.8% and for persons given the diagnosis at age 65 years or older was 83.2%, varying by stage at diagnosis. Scalp/neck melanoma had lower 5-year survival (82.6%) than other anatomic sites; unspecified/overlapping lesions had the least favorable prognosis (41.5%). Nodular and acral lentiginous melanomas had the poorest 5-year survival among histologic subtypes (69.4% and 81.2%, respectively). Survival differences by race/ethnicity were observed in the unadjusted survival, but nonsignificant in the multivariate analysis. Overall 5-year melanoma survival increased from 87.7% to 90.1% for melanomas diagnosed in 1992 through 1995 compared with 1999 through 2001, and this change was not clearly associated with a shift toward localized diagnosis. LIMITATIONS Prognostic factors included in revised melanoma staging guidelines were not available for all study years and were not examined. CONCLUSIONS Poorer survival from melanoma was observed among those given the diagnosis at late stage and older age. Improvements in survival over time have been minimal. Although newly available therapies may impact survival, prevention and early detection are relevant to melanoma-specific survival.
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Affiliation(s)
- Lori A Pollack
- Division of Cancer Prevention and Control, Centers for Disease Control and Prevention, Atlanta, Georgia 30341, USA
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Abstract
Recognizing early forms of melanoma may have significant impact on decreasing mortality from this malignancy. As a result, multiple efforts have focused on developing new and improving current early detection strategies. These include educating patients about the importance of performing skin self-examination, increasing rates of complete skin examinations by physicians in the context of routine care, initiating mass screening campaigns, creating specialized skin cancer clinics, and developing better diagnostic tools through advances in technology. In this article, the current state of these efforts is reviewed.
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Affiliation(s)
- Vitaly Terushkin
- Dermatology Service, Department of Medicine, Memorial Sloan-Kettering Cancer Center, 160 East 53rd Street, New York, NY 10022, USA
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Abstract
At present, no universally accepted recommendations exist for cutaneous melanoma follow-up. Various surveillance strategies, some associated with significant cost, others of uncertain value, are routinely used. This study aimed to evaluate of the costs incurred for varied surveillance strategies practiced in Europe and the USA. One thousand nine hundred and sixty-nine cutaneous melanoma patients with stage I-III disease attending the Department of Dermatology, University of Tuebingen for follow-up between 1996 and 1998 participated in the study. Routine surveillance consisted of cutaneous examination, lymph node and abdomen sonography, chest radiograph (CR) and blood tests. The costs incurred were based upon the 2004 German official scale for medical reimbursement and the 2004 Medicare fee reimbursement schedule (USA). The total charges were based on the number of recurrences detected per stage. Recurrences were detected in 1.5% of patients with stage I, 18.0% in stage II, and 68.6% in stage III. Physical examination was the most effective method, detecting 50.0% of recurrences. Lymph node sonography was effective in stage II-III, detecting 13.2% of recurrences; CR and abdominal sonography, detecting 4.5 and 3.4% of recurrences, were deemed beneficial in stage III. Blood tests detected 1.4% of recurrences and were deemed to be ineffective. Computed tomography scans were valuable in clarifying ambiguous findings and helping to detect 22.5% of recurrences (1.9% in stage I, 1.9% in stage II, and 18.6% in stage III). A risk-adapted surveillance strategy for stage I-II including thorough history, physical examination and lymph node sonography but omitting CR, blood work and abdomen sonography, seems appropriate and cost effective.
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Abstract
The incidence of cutaneous melanoma has increased substantially in most white populations during the past several decades. Despite improvements in the early recognition of melanoma and the use of novel diagnostic techniques that enhance our diagnostic capabilities, disease-related mortality remains a significant public health issue. In the absence of effective treatment approaches for advanced disease, the best means for reducing deaths by melanoma are screening as well as professional and public education. The role of population-or community-based screening remains controversial, but evidence from self-selected screening campaigns, health care professional surveillance, and specialized pigmented lesions clinics underscores the value of screening and early detection programs, particularly in high-risk groups. Annual screening campaigns coupled with intense media promotion have become commonplace in many countries, and despite their low yield of melanoma detection, the dissemination of educational material and information to the public during these events is important in increasing public awareness. Future directions should include using screening campaigns to target middle-aged and older men and persons of lower socioeconomic status, who suffer most from the burden of the disease and its associated mortality. On a worldwide scale, comprehensive educational and screening campaigns should be implemented or intensified in underserved areas and geographic regions with lower survival rates, such as Eastern European countries. A better understanding of the biology of the disease, already occurring with notable strides, will help us to define better those individuals who will benefit most from screening and early detection efforts. Technologic advances and new diagnostic modalities will afford a more reliable and vigilant surveillance of high-risk individuals, whereas the wide use of the Internet will enhance the distribution of relevant information to the public with the ultimate goal of achieving a better control of melanoma.
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Affiliation(s)
- Alexander J Stratigos
- Department of Dermatology, University of Athens Medical School, Andreas Sygros Hospital, Athens 16121, Greece
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Stout NK, Knudsen AB, Kong CY, McMahon PM, Gazelle GS. Calibration methods used in cancer simulation models and suggested reporting guidelines. PHARMACOECONOMICS 2009; 27:533-45. [PMID: 19663525 PMCID: PMC2787446 DOI: 10.2165/11314830-000000000-00000] [Citation(s) in RCA: 87] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/16/2023]
Abstract
Increasingly, computer simulation models are used for economic and policy evaluation in cancer prevention and control. A model's predictions of key outcomes, such as screening effectiveness, depend on the values of unobservable natural history parameters. Calibration is the process of determining the values of unobservable parameters by constraining model output to replicate observed data. Because there are many approaches for model calibration and little consensus on best practices, we surveyed the literature to catalogue the use and reporting of these methods in cancer simulation models. We conducted a MEDLINE search (1980 through 2006) for articles on cancer-screening models and supplemented search results with articles from our personal reference databases. For each article, two authors independently abstracted pre-determined items using a standard form. Data items included cancer site, model type, methods used for determination of unobservable parameter values and description of any calibration protocol. All authors reached consensus on items of disagreement. Reviews and non-cancer models were excluded. Articles describing analytical models, which estimate parameters with statistical approaches (e.g. maximum likelihood) were catalogued separately. Models that included unobservable parameters were analysed and classified by whether calibration methods were reported and if so, the methods used. The review process yielded 154 articles that met our inclusion criteria and, of these, we concluded that 131 may have used calibration methods to determine model parameters. Although the term 'calibration' was not always used, descriptions of calibration or 'model fitting' were found in 50% (n = 66) of the articles, with an additional 16% (n = 21) providing a reference to methods. Calibration target data were identified in nearly all of these articles. Other methodological details, such as the goodness-of-fit metric, were discussed in 54% (n = 47 of 87) of the articles reporting calibration methods, while few details were provided on the algorithms used to search the parameter space. Our review shows that the use of cancer simulation modelling is increasing, although thorough descriptions of calibration procedures are rare in the published literature for these models. Calibration is a key component of model development and is central to the validity and credibility of subsequent analyses and inferences drawn from model predictions. To aid peer-review and facilitate discussion of modelling methods, we propose a standardized Calibration Reporting Checklist for model documentation.
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Affiliation(s)
- Natasha K Stout
- Department of Ambulatory Care and Prevention, Harvard Medical School/Harvard Pilgrim Health Care, Boston, Massachusetts 02215, USA.
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Bonucchi D, Piattoni J, Ravera F, Savazzi AM, Cappelli G, Pimpinelli N, Modesti PA. Please, sir, pull down your socks! Intern Emerg Med 2007; 2:287; comment 287-90. [PMID: 18043875 DOI: 10.1007/s11739-007-0079-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Affiliation(s)
- D Bonucchi
- Nephrology, Dialysis and Renal Transplantation, Policlinico Hospital, Via del Pozzo 71, I-41100, Modena, Italy.
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Geller AC, Swetter SM, Brooks K, Demierre MF, Yaroch AL. Screening, early detection, and trends for melanoma: Current status (2000-2006) and future directions. J Am Acad Dermatol 2007; 57:555-72; quiz 573-6. [PMID: 17870429 DOI: 10.1016/j.jaad.2007.06.032] [Citation(s) in RCA: 124] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2006] [Revised: 06/13/2007] [Accepted: 06/27/2007] [Indexed: 10/22/2022]
Abstract
UNLABELLED In the past 5 years, there have been notable strides toward the earlier recognition and discovery of melanoma, including new technologies to complement and augment the clinical examination and new insights to help clinicians recognize early melanoma. However, incidence and mortality rates throughout most of the developed world have risen over the past 25 years, while education and screening, potentially the best means for reducing the disease, continue to be severely underutilized. Much progress needs to be made to reach middle-aged and older men and persons of lower socioeconomic status who suffer a disproportionate burden of death from melanoma. Worldwide melanoma control must also be a priority, and comprehensive educational and screening programs should be directed to Northern Ireland and a number of Eastern European nations, whose 5-year survival rates range between 53% and 60%, mirroring those of the United States and Australia more than 40 years ago. LEARNING OBJECTIVE After completing this learning activity, participants should be aware of the most recent melanoma epidemiologic data, both in the United States and internationally; worldwide early detection and screening programs; clinical strategies to recognize and improve the detection of early melanoma; the latest technologies for early detection of melanoma; and public and professional education programs designed to enhance early detection.
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Affiliation(s)
- Alan C Geller
- Department of Dermatology, Boston University School of Medicine, Boston, Massachusetts 02118, USA.
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Williams HA, Fritschi L, Reid A, Beauchamp C, Katris P. Who attends skin cancer screening in Western Australia? Results from the Lions Cancer Institute skin cancer screening program. Aust N Z J Public Health 2007; 30:75-80. [PMID: 16502955 DOI: 10.1111/j.1467-842x.2006.tb00090.x] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Abstract
OBJECTIVE To examine the characteristics of persons attending a skin cancer screening clinic in Western Australia and compare the effectiveness of screening in different socio-demographic subgroups. METHODS Questionnaires were completed by 5,950 self-selected participants who voluntarily attended the Western Australian Lions Cancer Institute's targeted skin cancer screening clinics during the period 1996-2003. A risk assessment technique was used to identify individuals at high risk of developing melanoma. Provisional diagnoses of suspicious lesions were given at the screening by a medical specialist. Suspicious lesions were later matched with histopathologically confirmed malignant melanomas reported to the Western Australia Cancer Registry. RESULTS Fifty-seven per cent of attendees were female. The mean age of attendees was 53 years. The yield of suspicious malignant melanomas detected was 24.7 per 1,000 participants screened; the yield of confirmed malignant melanomas detected was 3.0 per 1,000 participants screened. Persons over 50 years of age were three times more likely to have a histopathologically confirmed malignant melanoma detected at the screening than those younger than 50 years (p = 0.049). CONCLUSIONS The yield of confirmed melanomas detected by the Lions Cancer Institute is among the highest reported by a skin cancer screening program. This may have been attributable to the risk assessment technique used by the program. IMPLICATIONS A free community skin cancer screening program that targets high-risk individuals can detect melanomas.
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Affiliation(s)
- Heather A Williams
- School of Population Health M707, University of Western Australia, 35 Stirling Highway, Crawley, Western Australia 6009.
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Geller J, Swetter SM, Leyson J, Miller DR, Brooks K, Geller AC. Crafting a melanoma educational campaign to reach middle-aged and older men. J Cutan Med Surg 2007; 10:259-68. [PMID: 17241595 DOI: 10.2310/7750.2006.00066] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
BACKGROUND From 1973 through 2002, melanoma mortality rates have risen steeply in middle-aged and older men. Men's higher mortality rate from melanoma is hardly an isolated example of the ways in which men's health lags behind women's health. Given the significantly higher melanoma mortality rates of men compared with women, there is now a need for a melanoma education program targeted to middle-aged and older men and their closest contacts, including spouses, significant others, and health care professionals. OBJECTIVES In this article, we discuss the theoretical and practical foundations for such a program. Then, taking into account factors such as socioeconomic status, health literacy, and residence, we present suggestions for creating such a campaign. CONCLUSIONS Planners for a new educational campaign must understand the target audience's motivations for and perceived barriers to behavioral change. Future studies should examine what motivates certain men to conduct skin self-examinations, ask their physicians about melanoma, and attend melanoma screenings, whereas other men with similar risk factors are less prevention conscious. Issues of health literacy and understandability of our messages must be further explored.
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Affiliation(s)
- Joanna Geller
- Department of Dermatology, Boston University School of Medicine, MA 02118, USA
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Losina E, Walensky RP, Geller A, Beddingfield FC, Wolf LL, Gilchrest BA, Freedberg KA. Visual screening for malignant melanoma: a cost-effectiveness analysis. ARCHIVES OF DERMATOLOGY 2007; 143:21-8. [PMID: 17224538 PMCID: PMC2365732 DOI: 10.1001/archderm.143.1.21] [Citation(s) in RCA: 84] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Abstract
OBJECTIVE To evaluate the cost-effectiveness of various melanoma screening strategies proposed in the United States. DESIGN We developed a computer simulation Markov model to evaluate alternative melanoma screening strategies. PARTICIPANTS Hypothetical cohort of the general population and siblings of patients with melanoma. Intervention We considered the following 4 strategies: background screening only, and screening 1 time, every 2 years, and annually, all beginning at age 50 years. Prevalence, incidence, and mortality data were taken from the Surveillance, Epidemiology, and End Results Program. Sibling risk, recurrence rates, and treatment costs were taken from the literature. MAIN OUTCOME MEASURES Outcomes included life expectancy, quality-adjusted life expectancy, and lifetime costs. Cost-effectiveness ratios were in dollars per quality-adjusted life year (US dollars/QALY) gained. RESULTS In the general population, screening 1 time, every 2 years, and annually saved 1.6, 4.4, and 5.2 QALYs per 1000 persons screened, with incremental cost-effectiveness ratios of US dollars 10,100/QALY, US dollars 80,700/QALY, and US dollars 586,800/QALY, respectively. In siblings of patients with melanoma (relative risk, 2.24 compared with the general population), 1-time, every-2-years, and annual screenings saved 3.6, 9.8, and 11.4 QALYs per 1000 persons screened, with incremental cost-effectiveness ratios of US dollars 4000/QALY, US dollars 35,500/QALY, and US dollars 257,800/QALY, respectively. In higher risk siblings of patients with melanoma (relative risk, 5.56), screening was more cost-effective. Results were most sensitive to screening cost, melanoma progression rate, and specificity of visual screening. CONCLUSIONS One-time melanoma screening of the general population older than 50 years is very cost-effective compared with other cancer screening programs in the United States. Screening every 2 years in siblings of patients with melanoma is also cost-effective.
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Affiliation(s)
- Elena Losina
- Department of Biostatistics, Boston University School of Public Health, Boston, MA 02118, USA.
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Fears TR, Guerry D, Pfeiffer RM, Sagebiel RW, Elder DE, Halpern A, Holly EA, Hartge P, Tucker MA. Identifying Individuals at High Risk of Melanoma: A Practical Predictor of Absolute Risk. J Clin Oncol 2006; 24:3590-6. [PMID: 16728488 DOI: 10.1200/jco.2005.04.1277] [Citation(s) in RCA: 95] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Purpose We developed a model to estimate the 5-year absolute risk of melanoma to efficiently identify individuals at increased risk of melanoma for potential interventions. Patients and Methods We used data from a case-control study with 718 non-Hispanic white patients with invasive cutaneous melanoma from melanoma clinics in Philadelphia, PA and San Francisco, CA; matched controls were 945 patients from outpatient clinics with similar catchment areas. All participants underwent extensive interviews and skin examinations. We selected easily obtained clinical characteristics and responses to simple questions for study in order to develop sex-specific relative risk models. These models were combined with incidence and mortality rates by United States geographic areas to develop estimates of the absolute risk of developing melanoma within 5 years. Results Relative risk models yielded an attributable risk of 86% for men and 89% for women, using at most seven variables. Attributable risks did not vary by age, ultraviolet B flux or hours outdoors. The absolute individual risks varied widely, depending on age, other host characteristics, and geographic area. Individual absolute risk can be estimated using a program available online. Conclusion Our procedures allow for estimating the absolute risk of developing melanoma to assist in the identification of patients at high risk. Such high-risk individuals could undergo interventions including a complete skin examination, counseling to avoid sun exposures, regular self and professional surveillance, or participation in prevention trials. It is important to emphasize that these projections are not intended to identify current melanoma cases.
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Affiliation(s)
- Thomas R Fears
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA.
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Janda M, Lowe JB, Elwood M, Ring IT, Youl PH, Aitken JF. Do Centralised Skin Screening Clinics Increase Participation in Melanoma Screening (Australia)? Cancer Causes Control 2006; 17:161-8. [PMID: 16425094 DOI: 10.1007/s10552-005-0419-y] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2005] [Accepted: 08/23/2005] [Indexed: 10/25/2022]
Abstract
OBJECTIVE To compare during the first 12 months of a 3-year randomised community-based trial of population screening for melanoma three methods of screening delivery: skin screening within day-to-day primary care (Group A); screening in dedicated skin screening clinics either organised privately by local physicians (Group B); or organised centrally with participants referred back to their physicians for definitive diagnosis and management (Group C). METHODS The trial involved 18 regional communities in Queensland, Australia. Of the nine communities randomised to the intervention group, three communities were allocated to each of the Groups A, B or C. All intervention communities received a community education programme and an education and support programme for primary care physicians. The self-reported prevalence of clinical skin examination was assessed by surveying 3,110 residents (66.9% participation rate) aged > or = 30 years by telephone at baseline, and 14,060 residents (70.9% participation rate) by self-administered mailed questionnaire at 12-month follow-up. RESULTS At baseline the prevalence of skin screening did not differ between intervention and control communities. At 12-month follow-up, participants within intervention communities reported skin screening significantly more frequently (20.9% versus 10.9%; p < 0.001). Within intervention communities, the prevalence of clinical skin examinations in Group A was similar to that of control communities (12.6% and 10.9%; p = 0.33). Communities in Group B (16.5%; p = 0.001) and Group C (27.1%; p < 0.001) reported significantly higher prevalence of clinical examinations than the control group. CONCLUSIONS The provision of centrally organised skin screening clinics significantly increases skin screening rates and may have relevance for future melanoma control programmes.
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Affiliation(s)
- Monika Janda
- Viertel Centre for Research in Cancer Control, Queensland Cancer Fund, Spring Hill, PO Box 201, QLD 4004, Brisbane, Queensland, Australia
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Janda M, Youl PH, Lowe JB, Baade PD, Elwood M, Ring IT, Aitken JF. What motivates men age ≥ 50 years to participate in a screening program for melanoma? Cancer 2006; 107:815-23. [PMID: 16832794 DOI: 10.1002/cncr.22051] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
BACKGROUND The screening behavior and screening outcomes of men age > or =50 years was investigated within a randomized controlled trial of a community-based intervention of screening for melanoma, consisting of a community education program, an education program for medical practitioners, and the provision of dedicated skin-screening clinics. METHODS Data from cross-sectional telephone surveys before (559 completed interviews), at the end (591 completed interview), and at 2 years after the intervention (445 completed interviews) were analyzed. In addition, the authors analyzed data from skin-screening clinics within the intervention program (3355 men age > or =50 years participated). RESULTS During the intervention period men age > or =50 years increased both their screening behavior and intention to screen. Those men age > or =50 years who reported a past history of removal of a mole as well as other risk factors for skin cancer and positive attitudes toward screening were more likely to participate in skin screening across time. Men age > or =50 years accounted for 20.5% of all skin-screening clinic attendees, 31.3% of those referred for a suspicious lesion, 48.5% of melanomas, and 45% of all keratinocyte carcinomas diagnosed within the screening program, respectively. CONCLUSIONS The intervention program successfully motivated men age > or =50 years to attend screening for skin cancer, resulting in the highest yield of skin cancer within this subgroup of the population. Messages addressing skin cancer risk factors and attitudes toward skin cancer and screening could be used to target a screening program for melanoma toward men age > or =50 years.
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Affiliation(s)
- Monika Janda
- Viertel Centre for Research in Cancer Control, Queensland Cancer Fund, Brisbane, Queensland, Australia.
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Métodos de análisis económico de las decisiones diagnósticas y terapéuticas. ACTAS DERMO-SIFILIOGRAFICAS 2004. [DOI: 10.1016/s0001-7310(04)79198-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
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Nikkels AF, Nikkels-Tassoudji N, Jerusalem-Noury E, Sandman-Lobusch H, Sproten G, Zeimers G, Schroeder J, Piérard GE. Skin cancer screening campaign in the German speaking Community of Belgium. Acta Clin Belg 2004; 59:194-8. [PMID: 15597726 DOI: 10.1179/acb.2004.029] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022]
Abstract
The incidence of primary malignant melanoma (MM) and skin carcinomas, including basal cell carcinoma (BCC) and squamous cell carcinoma (SCC), is progressively raising. As long as their diagnosis and therapeutic managements are initiated early, their prognosis remains favorable. This underlines the importance of early recognition of skin cancers. Furthermore, it has been demonstrated that skin cancer screening programs are efficacious in increasing the population awareness of the early signs of skin cancer and of the dangers of UV - exposure. A skin cancer screening campaign was organised by dermatologists of the German-speaking Community of Belgium in cooperation with the Department of Family, Health, and Social Affairs of the Regional Ministry of the German-speaking Community of Belgium. In order to increase the screening selectivity, two risk populations were targeted; patients presenting 30 or more moles, and patients over 50 years of age presenting recent skin changes of the head and neck area. A media campaign using radio, television and daily press was started to increase the population awareness of the dangers of UV exposure and of the early signs of skin cancer. During 2 screening days, three-hour sessions were organised in 2 health centers located in Eupen and St Vith. A total of 148 patients were examined. A total of 124/148 patients met the selection criteria predefined during the media announcement. The simultaneous presence of 4 dermatologists during the screening sessions allowed a second opinion for warning lesions. Four BBCs as well as 23 patients pesenting dysplastic nevi were clinically diagnosed. During the 2 months following the screening campaign 5 MMs were identified by the same dermatologists in their routine practice. In conclusion, this skin cancer screening campaign led to the diagnosis of 4 carcinomas. The campaign furthermore increased the patient awareness, permitting the diagnosis of 5 MMs during the 2 following months. This figure represents about 30% of all MMs diagnosed yearly in this region of Belgium.
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Geller AC, Sober AJ, Zhang Z, Brooks DR, Miller DR, Halpern A, Gilchrest BA. Strategies for improving melanoma education and screening for men age >or= 50 years: findings from the American Academy of Dermatological National Skin Cancer Sreening Program. Cancer 2002; 95:1554-61. [PMID: 12237925 DOI: 10.1002/cncr.10855] [Citation(s) in RCA: 71] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
BACKGROUND Recently, the Institute of Medicine (2000) and the Third United States Preventive Services Task Force (2001) called for studies to help clinicians identify patients, especially elderly patients, who are at high risk for melanoma. In the current study, the authors sought to identify factors associated with a high yield in skin cancer screening and to explore strategies for improving mass screenings for melanoma. METHODS The authors analyzed the data base of the 242,374 skin cancer screenings conducted on more than 206,000 Americans who attended the American Academy of Dermatology National Skin Cancer Screening Programs during the period 1992-1994. RESULTS Ninety-six percent of 3476 screenees with a presumptive diagnosis of melanoma or possible melanoma were contacted, and follow-up records were obtained for 73% of screenees. Of these, 363 screenees had histologically proven melanoma. Middle-aged and older men (age >or= 50 years) comprised only 25% of screenees but comprised 44% of those with a confirmed diagnosis of melanoma. The overall yield of melanoma (the number of confirmed diagnoses per the number of screenees) was 1.5 per 1000 screenings (363 diagnoses of 242,374 screenees) compared with a yield of 2.6 per 1000 screenings among men age >or= 50 years. The yield was improved further for men age >or= 50 years who reported either a changing mole (4.6 per 1000 screenings) or skin types I and II (3.8 per 1000 screenings). The predictive value of a screening diagnosis of melanoma was more than twice as high for men age >or= 50 years with either a changing mole or skin types I and II compared with all other participants. CONCLUSIONS The yield of mass screening for melanoma would be improved by outreach to middle-aged and older men, with particular focus on men with changing moles or with skin types I and II. Primary care physicians should be attuned to the risk factors among all of their patients but should be alerted in particular to the heightened risk of melanoma for men age >or= 50 years. Formal assessment of the impact of targeted screening on mortality warrants further study.
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Affiliation(s)
- Alan C Geller
- Department of Dermatology, Boston University School of Medicine, Boston, Massachusetts 02118, USA.
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Abstract
This article describes major screening studies of the past two decades, discusses the evidence-based screening recommendations, highlights the need to screen high-risk and previously unscreened populations, and concludes with suggestions for risk assessment and physician-nurse training in the skin cancer examination.
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Affiliation(s)
- Alan C Geller
- Department of Dermatology, School of Medicine, Department of Epidemiology and Biostatistics, School of Public Health, Boston University, Boston, MA, USA.
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Marchesini R, Bono A, Bartoli C, Lualdi M, Tomatis S, Cascinelli N. Optical imaging and automated melanoma detection: questions and answers. Melanoma Res 2002; 12:279-86. [PMID: 12140385 DOI: 10.1097/00008390-200206000-00012] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Early detection and prompt excision of cutaneous melanoma is of paramount importance to improve patient survival, and the clinician should be aware of the clinical features that suggest the presence of a malignant lesion. The clinical diagnosis is mainly based on observation of the colour and shape of a given skin lesion. Unfortunately, evaluation of a pigmented lesion is to a large extent subjective and is closely related to the experience of the clinician. To overcome this problem, optical imaging techniques using different instrumentation (i.e. colour video camera, epiluminescence microscopy, reflectance spectrophotometry) and computer image analysis have been proposed in an attempt to provide quantitative measurements in an objective and reproducible fashion. The different procedures employed to perform the diagnosis automatically all have a common denominator: mimicking the eye and the brain of the clinician by image processing and computerized analysis programs, respectively. Sensitivity and specificity data reported in the literature suggest that the computer-based diagnosis of melanoma does not greatly differ from the diagnostic capability of an expert clinician, and is independent of the optical acquisition method employed to analyse the lesions. Most of the computer-processed morphometric variables useful in automated diagnosis are not recognizable nor can be objectively evaluated by the human eye, except that of lesion dimension. However, several questions should be answered before assessing the actual usefulness, including the potential and limitations, of computer-based diagnostic procedures. The purpose of this study was to briefly review the different kinds of instrumentation being used to diagnose melanoma, and to raise questions and whenever possible provide answers in an attempt to establish whether there will be a future for these computerized systems.
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Affiliation(s)
- R Marchesini
- Medical Physics Unit, Istituto Nazionale per lo Studio e la Cura dei Tumori, Via Venezian 1, 1-20133 Milan, Italy.
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Affiliation(s)
- J E Osborne
- Department of Dermatology, Leicester Royal Infirmary, Leicester, LE1 5WW, UK.
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Mikkilineni R, Weinstock MA, Goldstein MG, Dube CE, Rossi JS. The impact of the basic skin cancer triage curriculum on providers' skills, confidence, and knowledge in skin cancer control. Prev Med 2002; 34:144-52. [PMID: 11817909 DOI: 10.1006/pmed.2001.0961] [Citation(s) in RCA: 20] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
BACKGROUND Primary care providers (PCPs) are in the unique position of being able to deliver preventive health care services to the majority of the general population. Early detection of skin cancer may reduce mortality, but many PCPs do not participate in skin cancer control activities due to lack of training and confidence. We sought to evaluate the effect of a 2-h, Basic Skin Cancer Triage (BSCT) curriculum in overcoming these barriers. METHODS A convenience sample of 28 primary care providers participated in a 2-h training curriculum. Assessments included skills (evaluated by a 20-item slide quiz), confidence, knowledge, and attitudes measured pre- and post training. RESULTS Provider ability to accurately diagnose and triage lesions significantly improved (46 to 64%, P < 0.0001, and 61 to 71%, P < 0.0001, respectively). The greatest improvement in triage ability occurred in providers ability to appropriately reassure patients about lesions (49 to 70%, P < 0.0001). There were also significant improvements in both knowledge of skin cancer control practices (68 to 74% correct answers, P = 0.026) and confidence in ability to provide skin cancer preventive services (2.95 to 4.13 on a 1 to 5 scale, P < 0.0001). CONCLUSIONS Participation in the BSCT curriculum may improve providers' diagnostic and triage accuracy of skin cancer as well as increase their knowledge of skin cancer and confidence in their provision of skin cancer control activities. Defining the full potential impact of this curriculum requires further evaluation.
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Affiliation(s)
- Radha Mikkilineni
- Department of Community Health, Brown University, Providence, Rhode Island 02912, USA
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Holme SA, Varma S, Chowdhury MM, Roberts DL. Audit of a melanoma screening day in the U.K.: clinical results, participant satisfaction and perceived value. Br J Dermatol 2001; 145:784-8. [PMID: 11736902 DOI: 10.1046/j.1365-2133.2001.04457.x] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
BACKGROUND The incidence of cutaneous malignant melanoma (MM) has risen significantly over the last 50 years in caucasian populations. Mortality is related to the Breslow thickness of the lesion, and early detection followed by complete surgical excision is crucial to reducing this. Skin screening events have been advocated as a means of detecting greater numbers of MMs in the earlier and thinner stages. OBJECTIVES To assess the feasibility and effectiveness of this approach in the U.K. METHODS The Department of Dermatology, Singleton Hospital, Swansea, U.K. offered a 1-day melanoma screening event in summer 1998 at which 832 consecutive individuals were seen. A postal questionnaire 1 year after the event audited participant perceived value and satisfaction. RESULTS Three MMs were identified (yield 1 : 277), all < 0.75 mm in thickness. Despite high participant satisfaction and perceived value, the pick-up rate of malignancy was significantly lower than at rapid access pigmented lesion clinics. CONCLUSIONS In a country such as the U.K., with comprehensive health coverage and a low incidence of MM, triage for melanoma and referral to specialists by general practitioners may be more cost and time effective.
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Affiliation(s)
- S A Holme
- Department of Dermatology, Singleton Hospital, Swansea, UK.
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González-Larriba JL, Serrano S, Alvarez-Mon M, Camacho F, Casado MA, Díaz-Pérez JL, Díaz-Rubio E, Fosbrook L, Guillem V, López-López JJ, Moreno-Nogueira JA, Toribio J. Cost-effectiveness analysis of interferon as adjuvant therapy in high-risk melanoma patients in Spain. Eur J Cancer 2000; 36:2344-52. [PMID: 11094308 DOI: 10.1016/s0959-8049(00)00304-x] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
In the randomised clinical trial E1684, the administration of interferon (IFN) alpha-2b resulted in prolonged disease-free and overall survival in high-risk melanoma patients following surgical resection. However, and considering the cost and toxicity of IFN, the convenience of its widespread use should be evaluated. The aim of this study was to analyse the cost-effectiveness ratio of adjuvant therapy with IFN alpha-2b in melanoma patients versus an untreated control group. A Markov model was used to compare two hypothetical cohorts of 1000 patients aged 50 years, according to the clinical outcome of the E1684 study. The cohort of patients treated with IFN alpha-2b has an increased overall survival of 1.90 years during the patient's lifetime. The incremental discounted cost per life year gained of IFN versus observation is 9015 Euros according to the projection generated by the model. The sensitivity analysis demonstrated that changes in the most relevant study end-points do not modify the study outcome. In conclusion, in high-risk melanoma patients following surgical resection, the cost-effectiveness of IFN alpha-2b (at a dose of 20 MU/m2/day, 5 days per week for one month, followed by 10 MU/m2 TIW, up to one complete year of therapy) versus an untreated control group is within the limits established in health economics to determine if adoption of a new treatment is economically justified and is comparable with other interventions in which cost-effectiveness is acceptable to the National Health System.
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Manson JE, Rexrode KM, Garland FC, Garland CF, Weinstock MA. The case for a comprehensive national campaign to prevent melanoma and associated mortality. Epidemiology 2000; 11:728-34. [PMID: 11055639 DOI: 10.1097/00001648-200011000-00021] [Citation(s) in RCA: 18] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Affiliation(s)
- J E Manson
- Department of Medicine, Harvard Medical School and Brigham and Women's Hospital, Boston, MA 02215, USA
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39
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Westerhoff K, McCarthy WH, Menzies SW. Increase in the sensitivity for melanoma diagnosis by primary care physicians using skin surface microscopy. Br J Dermatol 2000; 143:1016-20. [PMID: 11069512 DOI: 10.1046/j.1365-2133.2000.03836.x] [Citation(s) in RCA: 112] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
BACKGROUND Skin surface microscopy (oil epiluminescence microscopy, dermoscopy, dermatoscopy) has been shown to increase the diagnostic accuracy of melanoma. However, all studies to date have been in an expert setting. OBJECTIVES To determine whether primary care physicians (PCP) (general practitioners) could improve their melanoma diagnosis using surface microscopy after a short education intervention. METHODS Seventy-four practising PCP completed a pretest of 50 melanomas and 50 atypical non-melanoma pigmented skin lesions (PSL) containing matched clinical and surface microscopy photographs. PCP were randomized between a surface microscopy education intervention or control group, followed by an identical post-test. RESULTS Following training there was a significant improvement in the post-test vs. pretest in both clinical melanoma diagnosis (62.7% vs. 54.6%; P = 0.007) and surface microscopy melanoma diagnosis (75.9% vs. 57.8%; P = 0.000007). No difference was found in the control group between the post-test vs. pretest clinical melanoma diagnosis (53.7% vs. 50.6%; P = 0.21) or the surface microscopy melanoma diagnosis (54.8% vs. 52.9%; P = 0.56). Following training there was a significant improvement in the diagnosis of melanoma using surface microscopy vs. clinical diagnosis (75.9% vs. 62.7%; P = 0.000007), which was absent in the control group (54.8% vs. 53.7%; P = 0.59). No significant difference was found in clinical vs. surface microscopy post-test results for non-melanoma PSL in either the intervention group or control group. Improvement in the sensitivity for the diagnosis of melanoma with surface microscopy was seen without a decrease in specificity; this indicated that the effect should occur without increasing the number of needless excisions. CONCLUSIONS All PCP in countries where melanoma leads to significant mortality should be trained in skin surface microscopy.
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Affiliation(s)
- K Westerhoff
- Sydney Melanoma Unit, Melanoma and Skin Cancer Research Institute, Department of Surgery, University of Sydney, Royal Prince Alfred Hospital, Missenden Road, Camperdown, NSW 2050, Australia
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Roetzheim RG, Pal N, van Durme DJ, Wathington D, Ferrante JM, Gonzalez EC, Krischer JP. Increasing supplies of dermatologists and family physicians are associated with earlier stage of melanoma detection. J Am Acad Dermatol 2000; 43:211-8. [PMID: 10906640 DOI: 10.1067/mjd.2000.106242] [Citation(s) in RCA: 56] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
BACKGROUND Physicians are important in the early detection of melanoma. We investigated whether primary care physician supply and the supply of dermatologists were related to stage at diagnosis for malignant melanoma. METHODS From the state tumor registry in Florida in 1994, we identified incident cases of malignant melanoma for which stage at diagnosis was available (N = 1884). Data on physician supply was obtained from the 1994 American Medical Association Physician Masterfile. Logistic regression determined the effects of physician supply (at the ZIP code level) on the odds of early-stage diagnosis controlling for patients' age, gender, race/ethnicity, marital status, education level, income level, comorbidity, and type of health insurance. RESULTS Each additional dermatologist per 10,000 population was associated with a 39% increased odds of early diagnosis (odds ratio = 1.39, 95% confidence interval [CI] 1.09-1.70, P =.010). For each additional family physician per 10,000 population, the odds of early diagnosis increased 21% (odds ratio = 1.21, 95% CI 1.09-1.33, P <.001). Each additional general internist per 10,000 population was associated with a 10% decrease in the odds of early-stage diagnosis (odds ratio = 0.90, 95% CI 0.83-0.98, P =.009). The supplies of general practitioners, obstetrician/gynecologists, and other nonprimary care specialists were not associated with stage at diagnosis. CONCLUSIONS Increasing supplies of dermatologists and family physicians were associated with earlier detection of melanoma. In contrast, increasing supplies of general internists were associated with reduced odds of early detection. Our findings suggest that the composition of the physician work force may affect important health outcomes and needs further study.
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Affiliation(s)
- R G Roetzheim
- Department of Family Medicine and the H. Lee Moffitt Cancer Center & Research Institute, University of South Florida, Tampa 33612, USA
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Freedberg KA, Geller AC, Miller DR, Lew RA, Koh HK. Screening for malignant melanoma: A cost-effectiveness analysis. J Am Acad Dermatol 1999; 41:738-45. [PMID: 10534637 DOI: 10.1016/s0190-9622(99)70010-1] [Citation(s) in RCA: 105] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
BACKGROUND Skin cancer is the most common cancer in the United States. Increasing evidence suggests that screening for malignant melanoma is effective, but its cost-effectiveness has not been determined. OBJECTIVE We attempted to determine the effectiveness and costs of a visual screen to diagnose malignant melanoma in high-risk persons. METHODS We developed a decision analysis comparing no skin cancer screen with a single screen by a dermatologist. Clinical outcomes included malignant melanoma, nonmelanoma skin cancer, or no skin cancer. Life expectancy and costs of care were projected on the basis of clinical findings. RESULTS Skin cancer screening increased average discounted life expectancy from 15.0963 years to 15.0975 years. Based on the prevalence of malignant melanoma, however, this translates into an increased discounted life expectancy of 0.9231 years for each person with diagnosed melanoma. Using a cost of $30 per screen, total skin cancer-related costs for a cohort of 1 million people increased from $826 million with no screen to $861 million with screening, with an increase of 1200 years of life. This results in an incremental cost-effectiveness ratio of $29,170 per year of life saved (YLS) with screening. Sensitivity analysis showed that the cost-effectiveness ratio for screening remained below $50,000/YLS if the prevalence of melanoma in the screened population was at least 0. 0009, the probability that a melanoma detected in screening was localized was at least 94.8%, or the cost of each screen was below $57. CONCLUSION Skin cancer screening in high-risk patients is likely to be associated with a small increase in discounted life expectancy and is reasonably cost-effective compared with other cancer screening strategies.
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Affiliation(s)
- K A Freedberg
- Clinical Economics Research Unit, Section of General Internal Medicine, Department of Medicine and Evans Medical Foundation, Boston Medical Center, Boston University School of Medicine, Massachusetts 02118-2393, USA
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Koh HK, Geller AC. Public health interventions for melanoma. Prevention, early detection, and education. Hematol Oncol Clin North Am 1998; 12:903-28. [PMID: 9759586 DOI: 10.1016/s0889-8588(05)70030-7] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
Worldwide melanoma control programs that include some combination of primary prevention, education, and screening activities have only recently begun to undergo an evaluation process. More studies with rigorous design and evaluation are needed. Until then, the proper public health policy guidelines for melanoma control, especially screening, are open to debate. Future studies must determine how screening, early detection, case finding, and education can best be used to reduce mortality and achieve optimal melanoma control.
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Affiliation(s)
- H K Koh
- Department of Dermatology, Boston University School of Medicine, Massachusetts, USA
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Abstract
Malignant melanoma imposes a considerable public health burden. Both incidence and mortality have increased many fold over the past several decades, although current trends suggest possible change in the prior patterns. Etiologic factors have been established, of which the most important is intense sun exposure. Primary prevention and early detection are both potentially critical in reducing the burden of melanoma. Much remains to be clarified in our management of this disorder on a population basis, and methodologic difficulties are plentiful. The potential for substantial reductions in melanoma mortality requires that we address the difficulties so that maximally effective public health initiatives may be undertaken.
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Affiliation(s)
- M A Weinstock
- Department of Dermatology, Brown University School of Medicine, Providence, Rhode Island, USA
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Tsao H, Rogers GS, Sober AJ. An estimate of the annual direct cost of treating cutaneous melanoma. J Am Acad Dermatol 1998; 38:669-80. [PMID: 9591809 DOI: 10.1016/s0190-9622(98)70195-1] [Citation(s) in RCA: 90] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
BACKGROUND Although the survival benefits of early stage melanoma have been clearly documented, the potential economic impact of early versus late stage disease has not been assessed. OBJECTIVE Our purpose was to estimate the annual direct cost of diagnosing and treating melanoma, based on the number of projected cases of melanoma entering each stage in 1997. METHODS A model was constructed with assumptions derived from the literature and clinical experience at the Massachusetts General Hospital Melanoma Center and the Boston University Medical Center. Cost estimates were based on 1997 Boston area Medicare reimbursements. RESULTS The annual direct cost of treating newly diagnosed melanoma in 1997 was estimated to be $563 million. Stage I and II disease each comprised about 5% of the total cost; stage III and stage IV disease consumed 34% and 55% of the total cost, respectively. About 90% of the total annual direct cost of treating melanoma in 1997 was attributable to less than 20% of patients (those patients with advanced disease, that is, stage III and stage IV). CONCLUSION In addition to the potential survival advantages, aggressive primary prevention through sun protection and intensive screening to enhance earlier detection should reduce the economic burden of melanoma care.
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Affiliation(s)
- H Tsao
- Department of Dermatology, Massachusetts General Hospital, Boston 02114, USA
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Weinstock MA. Point-counterpoint. Mass population skin cancer screening can be worthwhile--(if it's done right). J Cutan Med Surg 1998; 2:129-32. [PMID: 9556370 DOI: 10.1177/120347549800200303] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Affiliation(s)
- M A Weinstock
- Dermatoepidemiology, Unit, VA Medical Center, Providence, Rhode Island, USA
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