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Perera MM, Smit AK, Smith AL, Gallo B, Tan I, Espinoza D, Laginha BI, Guitera P, Martin LK, Cust AE. Adherence to melanoma screening and surveillance skin check schedules tailored to personal risk. Int J Cancer 2024; 155:2058-2067. [PMID: 39177494 DOI: 10.1002/ijc.35146] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2024] [Revised: 07/31/2024] [Accepted: 08/02/2024] [Indexed: 08/24/2024]
Abstract
Population-wide skin cancer screening is not currently recommended in most countries. Instead, most clinical guidelines incorporate risk-based recommendations for skin checks, despite limited evidence around implementation and adherence to recommendations in practice. We aimed to determine adherence to personal risk-tailored melanoma skin check schedules and explore reasons influencing adherence. Patients (with/without a previous melanoma) attending tertiary dermatology clinics at the Melanoma Institute Australia, Sydney, Australia, were invited to complete a melanoma risk assessment questionnaire via iPad and provided with personal risk information alongside a risk-tailored skin check schedule. Data were collected from the risk tool, clinician-recorded data on schedule deviations, and appointment booking system. Post-consultation, we conducted semi-structured interviews with patients and clinic staff. We used a convergent segregated mixed methods approach for analysis. Interviews were audio recorded, transcribed and data were analysed thematically. Participant data were analysed from clinic records (n = 247) and interviews (n = 29 patients, 11 staff). Overall, there was 62% adherence to risk-tailored skin check schedules. In cases of non-adherence, skin checks tended to occur more frequently than recommended. Decisions to deviate were similarly influenced by patients (44%) and clinicians (56%). Themes driving non-adherence among patients included anxiety and wanting autonomy around decision-making, and among clinicians included concerns around specific lesions and risk estimate accuracy. There was moderate adherence to a clinical service program of personal risk-tailored skin check recommendations. Further adherence may be gained by incorporating strategies to identify and assist patients with high levels of anxiety and supporting clinicians to communicate risk-based recommendations with patients.
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Affiliation(s)
- Methmi M Perera
- The Daffodil Centre, The University of Sydney, A Joint Venture with Cancer Council NSW, Sydney, New South Wales, Australia
- Melanoma Institute Australia, The University of Sydney, Sydney, New South Wales, Australia
| | - Amelia K Smit
- The Daffodil Centre, The University of Sydney, A Joint Venture with Cancer Council NSW, Sydney, New South Wales, Australia
- Melanoma Institute Australia, The University of Sydney, Sydney, New South Wales, Australia
| | - Andrea L Smith
- The Daffodil Centre, The University of Sydney, A Joint Venture with Cancer Council NSW, Sydney, New South Wales, Australia
| | - Bruna Gallo
- Melanoma Institute Australia, The University of Sydney, Sydney, New South Wales, Australia
| | - Ivy Tan
- Melanoma Institute Australia, The University of Sydney, Sydney, New South Wales, Australia
| | - David Espinoza
- NHMRC Clinical Trials Centre, The Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia
| | - Bela I Laginha
- The Daffodil Centre, The University of Sydney, A Joint Venture with Cancer Council NSW, Sydney, New South Wales, Australia
| | - Pascale Guitera
- Melanoma Institute Australia, The University of Sydney, Sydney, New South Wales, Australia
- Sydney Melanoma Diagnostic Centre, Royal Prince Alfred Hospital, Sydney, New South Wales, Australia
| | - Linda K Martin
- Melanoma Institute Australia, The University of Sydney, Sydney, New South Wales, Australia
- Faculty of Medicine and Health, University of New South Wales, Sydney, New South Wales, Australia
| | - Anne E Cust
- The Daffodil Centre, The University of Sydney, A Joint Venture with Cancer Council NSW, Sydney, New South Wales, Australia
- Melanoma Institute Australia, The University of Sydney, Sydney, New South Wales, Australia
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Zheng L, Smit AK, Cust AE, Janda M. Targeted Screening for Cancer: Learnings and Applicability to Melanoma: A Scoping Review. J Pers Med 2024; 14:863. [PMID: 39202054 PMCID: PMC11355139 DOI: 10.3390/jpm14080863] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2024] [Revised: 08/12/2024] [Accepted: 08/13/2024] [Indexed: 09/03/2024] Open
Abstract
This scoping review aims to systematically gather evidence from personalized cancer-screening studies across various cancers, summarize key components and outcomes, and provide implications for a future personalized melanoma-screening strategy. Peer-reviewed articles and clinical trial databases were searched for, with restrictions on language and publication date. Sixteen distinct studies were identified and included in this review. The studies' results were synthesized according to key components, including risk assessment, risk thresholds, screening pathways, and primary outcomes of interest. Studies most frequently reported about breast cancers (n = 7), followed by colorectal (n = 5), prostate (n = 2), lung (n = 1), and ovarian cancers (n = 1). The identified screening programs were evaluated predominately in Europe (n = 6) and North America (n = 4). The studies employed multiple different risk assessment tools, screening schedules, and outcome measurements, with few consistent approaches identified across the studies. The benefit-harm assessment of each proposed personalized screening program indicated that the majority were feasible and effective. The establishment of a personalized screening program is complex, but results of the reviewed studies indicate that it is feasible, can improve participation rates, and screening outcomes. While the review primarily examines screening programs for cancers other than melanoma, the insights can be used to inform the development of a personalized melanoma screening strategy.
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Affiliation(s)
- Lejie Zheng
- Centre for Health Services Research, The University of Queensland, St. Lucia, QLD 4067, Australia;
| | - Amelia K. Smit
- The Daffodil Centre, The University of Sydney, a Joint Venture with Cancer Council NSW, Sydney, NSW 2006, Australia; (A.K.S.); (A.E.C.)
- Melanoma Institute Australia, The University of Sydney, Sydney, NSW 2065, Australia
| | - Anne E. Cust
- The Daffodil Centre, The University of Sydney, a Joint Venture with Cancer Council NSW, Sydney, NSW 2006, Australia; (A.K.S.); (A.E.C.)
- Melanoma Institute Australia, The University of Sydney, Sydney, NSW 2065, Australia
| | - Monika Janda
- Centre for Health Services Research, The University of Queensland, St. Lucia, QLD 4067, Australia;
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Primiero CA, Rezze GG, Caffery LJ, Carrera C, Podlipnik S, Espinosa N, Puig S, Janda M, Soyer HP, Malvehy J. A Narrative Review: Opportunities and Challenges in Artificial Intelligence Skin Image Analyses Using Total Body Photography. J Invest Dermatol 2024; 144:1200-1207. [PMID: 38231164 DOI: 10.1016/j.jid.2023.11.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2023] [Revised: 09/19/2023] [Accepted: 11/09/2023] [Indexed: 01/18/2024]
Abstract
Artificial intelligence (AI) algorithms for skin lesion classification have reported accuracy at par with and even outperformance of expert dermatologists in experimental settings. However, the majority of algorithms do not represent real-world clinical approach where skin phenotype and clinical background information are considered. We review the current state of AI for skin lesion classification and present opportunities and challenges when applied to total body photography (TBP). AI in TBP analysis presents opportunities for intrapatient assessment of skin phenotype and holistic risk assessment by incorporating patient-level metadata, although challenges exist for protecting patient privacy in algorithm development and improving explainable AI methods.
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Affiliation(s)
- Clare A Primiero
- Dermatology Department, Hospital Clinic and Fundació Clínic per la Recerca Biomèdica - Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain; Dermatology Research Centre, Frazer Institute, The University of Queensland, Brisbane, Australia
| | - Gisele Gargantini Rezze
- Dermatology Department, Hospital Clinic and Fundació Clínic per la Recerca Biomèdica - Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
| | - Liam J Caffery
- Dermatology Research Centre, Frazer Institute, The University of Queensland, Brisbane, Australia; Centre of Health Services Research, Faculty of Medicine, The University of Queensland, Brisbane, Australia; Centre for Online Health, The University of Queensland, Brisbane, Australia
| | - Cristina Carrera
- Dermatology Department, Hospital Clinic and Fundació Clínic per la Recerca Biomèdica - Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain; Medicine Department, University of Barcelona, Barcelona, Spain; CIBER de Enfermedades raras, Instituto de Salud Carlos III, Barcelona, Spain
| | - Sebastian Podlipnik
- Dermatology Department, Hospital Clinic and Fundació Clínic per la Recerca Biomèdica - Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain; CIBER de Enfermedades raras, Instituto de Salud Carlos III, Barcelona, Spain
| | - Natalia Espinosa
- Dermatology Department, Hospital Clinic and Fundació Clínic per la Recerca Biomèdica - Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
| | - Susana Puig
- Dermatology Department, Hospital Clinic and Fundació Clínic per la Recerca Biomèdica - Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain; Medicine Department, University of Barcelona, Barcelona, Spain; CIBER de Enfermedades raras, Instituto de Salud Carlos III, Barcelona, Spain
| | - Monika Janda
- Centre of Health Services Research, Faculty of Medicine, The University of Queensland, Brisbane, Australia
| | - H Peter Soyer
- Dermatology Research Centre, Frazer Institute, The University of Queensland, Brisbane, Australia; Dermatology Department, Princess Alexandra Hospital, Brisbane, Australia
| | - Josep Malvehy
- Dermatology Department, Hospital Clinic and Fundació Clínic per la Recerca Biomèdica - Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain; Medicine Department, University of Barcelona, Barcelona, Spain; CIBER de Enfermedades raras, Instituto de Salud Carlos III, Barcelona, Spain.
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Miller I, Rosic N, Stapelberg M, Hudson J, Coxon P, Furness J, Walsh J, Climstein M. Performance of Commercial Dermatoscopic Systems That Incorporate Artificial Intelligence for the Identification of Melanoma in General Practice: A Systematic Review. Cancers (Basel) 2024; 16:1443. [PMID: 38611119 PMCID: PMC11011068 DOI: 10.3390/cancers16071443] [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: 02/29/2024] [Revised: 04/03/2024] [Accepted: 04/04/2024] [Indexed: 04/14/2024] Open
Abstract
BACKGROUND Cutaneous melanoma remains an increasing global public health burden, particularly in fair-skinned populations. Advancing technologies, particularly artificial intelligence (AI), may provide an additional tool for clinicians to help detect malignancies with a more accurate success rate. This systematic review aimed to report the performance metrics of commercially available convolutional neural networks (CNNs) tasked with detecting MM. METHODS A systematic literature search was performed using CINAHL, Medline, Scopus, ScienceDirect and Web of Science databases. RESULTS A total of 16 articles reporting MM were included in this review. The combined number of melanomas detected was 1160, and non-melanoma lesions were 33,010. The performance of market-approved technology and clinician performance for classifying melanoma was highly heterogeneous, with sensitivity ranging from 16.4 to 100.0%, specificity between 40.0 and 98.3% and accuracy between 44.0 and 92.0%. Less heterogeneity was observed when clinicians worked in unison with AI, with sensitivity ranging between 83.3 and 100.0%, specificity between 83.7 and 87.3%, and accuracy between 86.4 and 86.9%. CONCLUSION Instead of focusing on the performance of AI versus clinicians for classifying melanoma, more consistent performance has been obtained when clinicians' work is supported by AI, facilitating management decisions and improving health outcomes.
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Affiliation(s)
- Ian Miller
- Aquatic Based Research, Southern Cross University, Bilinga, QLD 4225, Australia; (I.M.); (N.R.)
- Faculty of Health, Southern Cross University, Bilinga, QLD 4225, Australia (P.C.)
- Specialist Suite, John Flynn Hospital, Tugun, QLD 4224, Australia
| | - Nedeljka Rosic
- Aquatic Based Research, Southern Cross University, Bilinga, QLD 4225, Australia; (I.M.); (N.R.)
- Faculty of Health, Southern Cross University, Bilinga, QLD 4225, Australia (P.C.)
| | - Michael Stapelberg
- Aquatic Based Research, Southern Cross University, Bilinga, QLD 4225, Australia; (I.M.); (N.R.)
- Faculty of Health, Southern Cross University, Bilinga, QLD 4225, Australia (P.C.)
- Specialist Suite, John Flynn Hospital, Tugun, QLD 4224, Australia
| | - Jeremy Hudson
- Faculty of Health, Southern Cross University, Bilinga, QLD 4225, Australia (P.C.)
- North Queensland Skin Centre, Townsville, QLD 4810, Australia
| | - Paul Coxon
- Faculty of Health, Southern Cross University, Bilinga, QLD 4225, Australia (P.C.)
- North Queensland Skin Centre, Townsville, QLD 4810, Australia
| | - James Furness
- Water Based Research Unit, Bond University, Robina, QLD 4226, Australia;
| | - Joe Walsh
- Sport Science Institute, Sydney, NSW 2000, Australia;
- AI Consulting Group, Sydney, NSW 2000, Australia
| | - Mike Climstein
- Aquatic Based Research, Southern Cross University, Bilinga, QLD 4225, Australia; (I.M.); (N.R.)
- Faculty of Health, Southern Cross University, Bilinga, QLD 4225, Australia (P.C.)
- Physical Activity, Lifestyle, Ageing and Wellbeing Faculty Research Group, University of Sydney, Sydney, NSW 2050, Australia
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Smith J, Cust AE, Lo SN. Risk factors for subsequent primary melanoma in patients with previous melanoma: a systematic review and meta-analysis. Br J Dermatol 2024; 190:174-183. [PMID: 37562043 DOI: 10.1093/bjd/ljad275] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2022] [Revised: 07/27/2023] [Accepted: 07/29/2023] [Indexed: 08/12/2023]
Abstract
BACKGROUND Compared with the general population, people with a previous melanoma are at increased risk of developing another primary melanoma. Understanding the risk factors associated with multiple primary melanomas can inform patient education and tailored surveillance. OBJECTIVES To examine the risk factors for subsequent primary melanoma in people with a previous melanoma, by conducting a systematic review and meta-analysis of the available data. METHODS A systematic literature search was conducted in CINAHL, Cochrane Central Register of Controlled Trials (CENTRAL), Embase and MEDLINE. Studies that reported a risk estimate or raw frequencies and conducted between 1982 and August 2022 were included. Adjusted risk estimates were prioritized over univariable risk estimates. PRISMA reporting guidelines were followed. Random effects meta-analysis was conducted to derive pooled estimates. Quality assessment was conducted by two researchers using the Newcastle-Ottawa scale. GRADE was used to rate the certainty and quality of the evidence. RESULTS Data from 27 studies involving 413 181 participants were pooled and analysed. Risk factors assessed included age and sex, environmental, lifestyle, phenotypic, genetic and histopathological factors, and there was wide variation in how they were categorized and analysed. Independent risk factors identified from pooled analyses included male sex [hazard ratio (HR) 1.46, 95% confidence interval (CI) 1.40-1.53], increasing age per 10 years (HR 1.19, 95% CI 1.14-1.24), light skin colour (HR 1.44, 95% CI 1.23-1.70), family history [odds ratio (OR) 1.79, 95% CI 1.25-2.56], CDKN2A mutation (OR 5.29, 95% CI 2.70-10.37), a high or moderate naevus count [OR 2.63 (95% CI 1.61-4.30) and OR 1.64 (95% CI 1.07-2.51), respectively], one or more atypical naevi (OR 3.01, 95% CI 1.52-5.97), first lesions occurring on the head or neck, lentigo maligna subtype (HR 1.16, 95% CI 1.15-1.17), other subtype (HR 1.14, 95% CI 1.03-1.27) and inadequate sun protection (HR 1.85, 95% CI 0.98-3.50). Based on the GRADE criteria, there was high to very low confidence in the pooled effect estimates. CONCLUSIONS This meta-analysis identified several consistent, independent risk factors for the development of subsequent primary melanoma. These findings will help stratify the risk of subsequent melanoma, tailor skin-check schedules and inform patient education.
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Affiliation(s)
- Juliet Smith
- The Daffodil Centre, The University of Sydney, a joint venture with Cancer Council NSW, Sydney, Australia
- Melanoma Institute Australia
- Sydney School of Public Health
| | - Anne E Cust
- The Daffodil Centre, The University of Sydney, a joint venture with Cancer Council NSW, Sydney, Australia
- Melanoma Institute Australia
- Sydney School of Public Health
| | - Serigne N Lo
- Melanoma Institute Australia
- Faculty of Medicine and Health, The University of Sydney, Sydney, Australia
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Helgadottir H, Schultz K, Lapins J, Höiom V. Familial features affecting the melanoma risk in CDKN2A-negative melanoma families: a study based on the Swedish Cancer Registry. Acta Oncol 2023; 62:1967-1972. [PMID: 37801364 DOI: 10.1080/0284186x.2023.2265052] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2023] [Accepted: 09/26/2023] [Indexed: 10/07/2023]
Affiliation(s)
- Hildur Helgadottir
- Department of Oncology and Pathology, Karolinska Institutet, Stockholm, Sweden
- Theme Cancer, Karolinska University Hospital, Stockholm, Sweden
| | - Karina Schultz
- Department of Oncology and Pathology, Karolinska Institutet, Stockholm, Sweden
- Theme Cancer, Karolinska University Hospital, Stockholm, Sweden
| | - Jan Lapins
- Department of Dermatology, Karolinska University Hospital, Stockholm
- Dermatology and Venereology Unit, Department of Medicine Solna, Karolinska Institutet, Stockholm, Sweden
| | - Veronica Höiom
- Department of Oncology and Pathology, Karolinska Institutet, Stockholm, Sweden
- Theme Cancer, Karolinska University Hospital, Stockholm, Sweden
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Leachman SA, Latour E, Detweiler-Bedell B, Detweiler-Bedell JB, Zell A, Wenzel E, Stoos E, Nelson JH, Wiedrick J, Berry EG, Lange J, Etzioni R, Lapidus JA. Melanoma literacy among the general population of three western US states. Pigment Cell Melanoma Res 2023; 36:481-500. [PMID: 37574711 DOI: 10.1111/pcmr.13106] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2023] [Revised: 05/10/2023] [Accepted: 06/06/2023] [Indexed: 08/15/2023]
Abstract
Melanoma is a significant cause of cancer death, despite being detectable without specialized or invasive technologies. Understanding barriers to preventive behaviors such as skin self-examination (SSE) could help to define interventions for increasing the frequency of early detection. To determine melanoma knowledge and beliefs across three high-incidence US states, 15,000 surveys were sent to a population-representative sample. We aimed to assess (1) melanoma literacy (i.e., knowledge about melanoma risks, attitudes, and preventive behaviors) and (2) self-reported SSE and its association with melanoma literacy, self-efficacy, and belief in the benefits of SSE. Of 2326 respondents, only 21.2% provided responses indicating high knowledge of melanoma, and 62.8% reported performing an SSE at any time in their lives. Only 38.3% and 7.3% reported being "fairly" or "very" confident about doing SSE, respectively. SSE performance among respondents was most strongly associated with higher melanoma knowledge, higher self-efficacy, and personal history of melanoma. Melanoma literacy among survey respondents was modest, with greater literacy associated with a higher likelihood of reported preventive behavior. This assessment establishes a baseline and provides guidance for public health campaigns designed to increase prevention and early detection of this lethal cancer.
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Affiliation(s)
- Sancy A Leachman
- Department of Dermatology, Oregon Health & Science University, Portland, Oregon, USA
- Melanoma & Skin Cancer Program, Knight Cancer Institute, Oregon Health & Science University, Portland, Oregon, USA
| | - Emile Latour
- Biostatistics Shared Resource, Knight Cancer Institute, Oregon Health & Science University, Portland, Oregon, USA
| | | | | | - Adrienne Zell
- Oregon Clinical and Translational Research Institute (OCTRI), Oregon Health & Science University, Portland, Oregon, USA
| | - Elizabeth Wenzel
- Oregon Clinical and Translational Research Institute (OCTRI), Oregon Health & Science University, Portland, Oregon, USA
| | - Elizabeth Stoos
- Department of Dermatology, Oregon Health & Science University, Portland, Oregon, USA
- Melanoma & Skin Cancer Program, Knight Cancer Institute, Oregon Health & Science University, Portland, Oregon, USA
| | - Jacob H Nelson
- Department of Dermatology, Oregon Health & Science University, Portland, Oregon, USA
| | - Jack Wiedrick
- Biostatistics and Design Program, Oregon Health & Science University, Portland, Oregon, USA
- Oregon Health & Science University-Portland State University (OHSU-PSU) School of Public Health, Portland, Oregon, USA
| | - Elizabeth G Berry
- Department of Dermatology, Oregon Health & Science University, Portland, Oregon, USA
- Melanoma & Skin Cancer Program, Knight Cancer Institute, Oregon Health & Science University, Portland, Oregon, USA
| | - Jane Lange
- Melanoma & Skin Cancer Program, Knight Cancer Institute, Oregon Health & Science University, Portland, Oregon, USA
- Center for Early Detection Advanced Research, Knight Cancer Institute, Oregon Health & Science University, Portland, Oregon, USA
| | - Ruth Etzioni
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
- Department of Epidemiology, University of Washington, Group Health Research Institute, Seattle, Washington, USA
| | - Jodi A Lapidus
- Oregon Clinical and Translational Research Institute (OCTRI), Oregon Health & Science University, Portland, Oregon, USA
- Biostatistics and Design Program, Oregon Health & Science University, Portland, Oregon, USA
- Oregon Health & Science University-Portland State University (OHSU-PSU) School of Public Health, Portland, Oregon, USA
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Lallas A. Which patients with melanoma are a priority for monitoring to detect new primary melanoma? Br J Dermatol 2023; 189:e3. [PMID: 37067919 DOI: 10.1093/bjd/ljad125] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2023] [Accepted: 04/13/2023] [Indexed: 04/18/2023]
Affiliation(s)
- Aimilios Lallas
- First Department of Dermatology, School of Medicine, Faculty of Health Sciences, Aristotle University, Thessaloniki, Greece
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9
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Reyes-Marcelino G, McLoughlin K, Harrison C, Watts CG, Kang YJ, Aranda S, Aitken JF, Guitera P, Cust AE. Skin cancer-related conditions managed in general practice in Australia, 2000-2016: a nationally representative, cross-sectional survey. BMJ Open 2023; 13:e067744. [PMID: 37142316 PMCID: PMC10186445 DOI: 10.1136/bmjopen-2022-067744] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/26/2022] [Accepted: 04/05/2023] [Indexed: 05/06/2023] Open
Abstract
OBJECTIVE Skin cancer is Australia's most common and costly cancer. We examined the frequency of Australian general practice consultations for skin cancer-related conditions, by patient and general practitioner (GP) characteristics and by time period. DESIGN Nationally representative, cross-sectional survey of general practice clinical activity. SETTING, PARTICIPANTS Patients aged 15 years or older having a skin cancer-related condition managed by GPs in the Bettering the Evaluation And Care of Health study between April 2000 and March 2016. PRIMARY OUTCOME MEASURES Proportions and rates per 1000 encounters. RESULTS In this period, 15 678 GPs recorded 1 370 826 patient encounters, of which skin cancer-related conditions were managed 65 411 times (rate of 47.72 per 1000 encounters, 95% CI 46.41 to 49.02). Across the whole period, 'skin conditions' managed were solar keratosis (29.87%), keratinocyte cancer (24.85%), other skin lesion (12.93%), nevi (10.98%), skin check (10.37%), benign skin neoplasm (8.76%) and melanoma (2.42%). Over time, management rates increased for keratinocyte cancers, skin checks, skin lesions, benign skin neoplasms and melanoma; but remained stable for solar keratoses and nevi. Skin cancer-related encounter rates were higher for patients aged 65-89 years, male, living in Queensland or in regional or remote areas, with lower area-based socioeconomic status, of English-speaking background, Veteran card holders and non-healthcare card holders; and for GPs who were aged 35-44 years or male. CONCLUSION These findings show the spectrum and burden of skin cancer-related conditions managed in general practice in Australia, which can guide GP education, policy and interventions to optimise skin cancer prevention and management.
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Affiliation(s)
- Gillian Reyes-Marcelino
- The Daffodil Centre, The University of Sydney, a joint venture with Cancer Council NSW, Sydney, NSW, Australia
- Melanoma Institute Australia, The University of Sydney, Sydney, NSW, Australia
| | - Kirstie McLoughlin
- The Daffodil Centre, The University of Sydney, a joint venture with Cancer Council NSW, Sydney, NSW, Australia
| | - Christopher Harrison
- Menzies Centre for Health Policy and Economics, Sydney School of Public Health, The University of Sydney, Sydney, NSW, Australia
| | - Caroline G Watts
- The Daffodil Centre, The University of Sydney, a joint venture with Cancer Council NSW, Sydney, NSW, Australia
- Melanoma Institute Australia, The University of Sydney, Sydney, NSW, Australia
- Kirby Institute, UNSW, Sydney, NSW, Australia
| | - Yoon-Jung Kang
- The Daffodil Centre, The University of Sydney, a joint venture with Cancer Council NSW, Sydney, NSW, Australia
| | - Sanchia Aranda
- Centre for Health Economics Research and Evaluation, University of Technology Sydney, Sydney, NSW, Australia
- Department of Nursing, The University of Melbourne, Melbourne, VIC, Australia
| | - Joanne F Aitken
- Cancer Council Queensland, Brisbane, QLD, Australia
- School of Public Health, The University of Queensland, Brisbane, QLD, Australia
| | - Pascale Guitera
- Melanoma Institute Australia, The University of Sydney, Sydney, NSW, Australia
- Sydney Medical School, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia
- Sydney Melanoma Diagnostic Centre, Royal Prince Alfred Hospital, Sydney, NSW, Australia
| | - Anne E Cust
- The Daffodil Centre, The University of Sydney, a joint venture with Cancer Council NSW, Sydney, NSW, Australia
- Melanoma Institute Australia, The University of Sydney, Sydney, NSW, Australia
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10
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Bhave P, Wong J, McInerney-Leo A, Cust AE, Lawn C, Janda M, Mar VJ. Management of cutaneous melanoma in Australia: a narrative review. Med J Aust 2023; 218:426-431. [PMID: 37120760 DOI: 10.5694/mja2.51910] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2022] [Revised: 02/05/2023] [Accepted: 02/28/2023] [Indexed: 05/01/2023]
Affiliation(s)
- Prachi Bhave
- Peter MacCallum Cancer Centre, University of Melbourne, Melbourne, VIC
- Alfred Hospital, Melbourne, VIC
| | | | - Aideen McInerney-Leo
- Dermatology Research Centre, University of Queensland Diamantina Institute for Cancer Immunology and Metabolic Medicine, Brisbane, QLD
- Australian Centre of Excellence in Melanoma Imaging, Brisbane, QLD
| | - Anne E Cust
- Australian Centre of Excellence in Melanoma Imaging, Brisbane, QLD
- Melanoma Institute Australia, Sydney, NSW
| | - Craig Lawn
- Melanoma Institute Australia, Sydney, NSW
- Centre of Excellence in Melanoma Imaging, Brisbane, QLD
| | - Monika Janda
- Centre for Health Services Research, University of Queensland, Brisbane, QLD
| | - Victoria J Mar
- Alfred Hospital, Melbourne, VIC
- Monash University, Melbourne, VIC
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11
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Shah H, Feustel P, Davis L. Adherence with surveillance schedule in patients with invasive melanoma. Surg Oncol 2023; 48:101943. [PMID: 37054530 DOI: 10.1016/j.suronc.2023.101943] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2022] [Revised: 03/27/2023] [Accepted: 04/04/2023] [Indexed: 04/15/2023]
Abstract
BACKGROUND Seven percent of patients develop melanoma recurrence after successful treatment, and 4-8% develop a second primary melanoma. This study aimed to assess how providing Survivorship Care Plans (SCPs) to patients may improve adherence to surveillance visits. METHODS All patients treated for invasive melanoma at our institution between 8/1/2018-2/29/2020 were included in this retrospective chart review. SCPs were delivered in-person to patients and sent to primary care providers and dermatologists. Logistic regression was performed to assess influences on adherence. RESULTS Of 142 patients, 73 (51.4%) received SCP regarding their follow-up care. Reception of SCP (p = 0.044) and shorter distance from clinic (p = 0.018) significantly improved rates of adherence. Seven patients developed melanoma recurrences, five were physician-detected. Three patients had primary site recurrence, six had lymph node recurrences, and three had distant recurrences. There were 5 second primaries, all physician-detected. CONCLUSION Our study is the first to investigate the impact of SCPs on patient adherence in melanoma survivors and the first to reveal a positive correlation between SCPs and adherence in any type of cancer. Melanoma survivors require close clinical follow-up, as demonstrated by our study finding that even with SCPs, most recurrences and all new primary melanomas were physician-detected.
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Affiliation(s)
- Hemali Shah
- Albany Medical College, 43 New Scotland Avenue, Albany, NY, 12208, USA
| | - Paul Feustel
- Albany Medical College, 43 New Scotland Avenue, Albany, NY, 12208, USA
| | - Lindy Davis
- Albany Medical College, Department of Surgery, 50 New Scotland Avenue, Albany, NY, 12208, USA.
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Conventional versus Reduced-Frequency Follow-Up in Early-Stage Melanoma Survivors: A Systematic Review with Meta-Analysis. Curr Oncol 2023; 30:3366-3372. [PMID: 36975469 PMCID: PMC10046891 DOI: 10.3390/curroncol30030256] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2023] [Accepted: 03/06/2023] [Indexed: 03/18/2023] Open
Abstract
To date, there have been multiple studies and clinical guidelines or recommendations for complex management of melanoma patients. The most controversial subjects included the frequency of follow-up. This study provides a coherent and comprehensive comparison of conventional vs. reduced-frequency follow-up strategies for early-stage melanoma patients. The value of our study consists in the precise analysis of a large collection of articles and the selection of the most valuable works in relation to the topic according to rigorous criteria, which allowed for a thorough study of the topic. The search strategy was implemented using multiple databases. The inclusion criteria were randomized clinical trial or cohort studies that compared the outcomes of a conventional follow-up schedule versus a reduced-frequency follow-up schedule for patients diagnosed with melanoma. In this study, authors analyzed recurrence and 3-year survival. Meta-analysis of outcomes presented by Deckers et al. and Moncrieff et. al. did not reveal a significant difference favoring one of the groups (OR 1.14; 95%CI: 0.65–2.00; p = 0.64). The meta-analysis of 3-year overall survival included two studies. The statistical analysis showed no significant difference in favor of the conventional follow-up group. (OR 1.10; 95%CI: 0.57–2.11; p = 0.79). Our meta-analysis shows that there is no advantage in a conventional follow-up regimen over a reduced-frequency regimen in early-stage melanoma patients.
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Borroni RG, Panasiti V, Valenti M, Gargiulo L, Perrone G, Dall’Alba R, Fava C, Sacrini F, Mancini LL, Manara SAAM, Morenghi E, Costanzo A. Long-Term Sequential Digital Dermoscopy of Low-Risk Patients May Not Improve Early Diagnosis of Melanoma Compared to Periodical Handheld Dermoscopy. Cancers (Basel) 2023; 15:cancers15041129. [PMID: 36831472 PMCID: PMC9954610 DOI: 10.3390/cancers15041129] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2022] [Revised: 01/20/2023] [Accepted: 02/06/2023] [Indexed: 02/12/2023] Open
Abstract
Sequential digital dermoscopy (SDD) enables the diagnosis of a subgroup of slow-growing melanomas that lack suspicious features at baseline examination but exhibit detectable change on follow-up. The combined use of total-body photography and SDD is recommended in high-risk subjects by current guidelines. To establish the usefulness of SDD for low-risk individuals, we conducted a retrospective study using electronic medical records of low-risk patients with a histopathological diagnosis of cutaneous melanoma between 1 January 2016 and 31 December 2019, who had been referred and monitored for long-term follow-up of clinically suspicious melanocytic nevi. We sought to compare the distribution of "early" cutaneous melanoma, defined as melanoma in situ and pT1a melanoma, between SDD and periodical handheld dermoscopy in low-risk patients. A total of 621 melanomas were diagnosed in a four-year timespan; 471 melanomas were diagnosed by handheld dermoscopy and 150 by digital dermoscopy. Breslow tumor thickness was significantly higher for melanomas diagnosed by handheld compared to digital dermoscopy (0.56 ± 1.53 vs. 0.26 ± 0.84, p = 0.030, with a significantly different distribution of pT stages between the two dermoscopic techniques. However, no significant difference was found with respect to the distribution of pT stages, mean Breslow tumor thickness, ulceration, and prevalence of associated melanocytic nevus in tumors diagnosed on periodical handheld dermoscopy compared to SDD. Our results confirm that periodical dermoscopic examination enables the diagnosis of cutaneous melanoma at an earlier stage compared to first-time examination as this was associated in our patients with better prognostic features. However, in our long-term monitoring of low-risk subjects, Breslow tumor thickness and pT stage distribution did not differ between handheld periodical dermoscopy and SDD.
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Affiliation(s)
- Riccardo G. Borroni
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini, 4, 20072 Pieve Emanuele, Italy
- Dermatology Unit, Humanitas Research Hospital—IRCCS, Via Alessandro Manzoni, 56, 20089 Rozzano, Italy
- Correspondence:
| | - Vincenzo Panasiti
- Department of Plastic Surgery and Dermatology, Università Campus Bio-Medico di Roma, Via Alvaro del Portillo, 21, 00128 Rome, Italy
- Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200, 00128 Rome, Italy
| | - Mario Valenti
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini, 4, 20072 Pieve Emanuele, Italy
- Dermatology Unit, Humanitas Research Hospital—IRCCS, Via Alessandro Manzoni, 56, 20089 Rozzano, Italy
| | - Luigi Gargiulo
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini, 4, 20072 Pieve Emanuele, Italy
- Dermatology Unit, Humanitas Research Hospital—IRCCS, Via Alessandro Manzoni, 56, 20089 Rozzano, Italy
| | - Giuseppe Perrone
- Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200, 00128 Rome, Italy
- Department of Pathology, Università Campus Bio-Medico di Roma, Via Alvaro del Portillo, 21, 00128 Rome, Italy
| | - Roberta Dall’Alba
- Department of Plastic Surgery and Dermatology, Università Campus Bio-Medico di Roma, Via Alvaro del Portillo, 21, 00128 Rome, Italy
| | - Clarissa Fava
- Department of Plastic Surgery and Dermatology, Università Campus Bio-Medico di Roma, Via Alvaro del Portillo, 21, 00128 Rome, Italy
| | - Francesco Sacrini
- Dermatology Unit, Humanitas Research Hospital—IRCCS, Via Alessandro Manzoni, 56, 20089 Rozzano, Italy
| | - Luca L. Mancini
- Dermatology Unit, Humanitas Research Hospital—IRCCS, Via Alessandro Manzoni, 56, 20089 Rozzano, Italy
| | - Sofia A. A. M. Manara
- Pathology Unit, Humanitas Research Hospital—IRCCS, Via Alessandro Manzoni, 56, 20089 Rozzano, Italy
| | - Emanuela Morenghi
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini, 4, 20072 Pieve Emanuele, Italy
- Biostatistics Unit, Humanitas Research Hospital—IRCCS, Via Alessandro Manzoni, 56, 20089 Rozzano, Italy
| | - Antonio Costanzo
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini, 4, 20072 Pieve Emanuele, Italy
- Dermatology Unit, Humanitas Research Hospital—IRCCS, Via Alessandro Manzoni, 56, 20089 Rozzano, Italy
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Pissa M, Lapins J, Sköldmark C, Helgadottir H. Melanoma-specific survival before and after inclusion in a familial melanoma dermatologic surveillance program in CDKN2A mutation carriers and non-carriers. J Eur Acad Dermatol Venereol 2023; 37:284-292. [PMID: 36156317 PMCID: PMC10091727 DOI: 10.1111/jdv.18589] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2022] [Accepted: 08/16/2022] [Indexed: 01/19/2023]
Abstract
BACKGROUND Inherited mutations in the CDKN2A gene are among the strongest known risk factors for cutaneous melanoma. Further, previous studies have reported inferior melanoma-specific survival in CDKN2A mutation carriers. OBJECTIVES Here, the melanoma-specific survival was studied, depending on CDKN2A carrier status and if the melanomas had been diagnosed before or after families were included in a surveillance program. METHODS Melanoma-prone families participating in this study were identified through a nationwide preventive program starting in 1987. Information on melanoma tumours and deaths was obtained through the Swedish Cancer Registry and Cause of Death Registry. Kaplan-Meier and Cox proportional hazards regression models were used to assess melanoma-specific survival in four defined cohorts, CDKN2A mutation (MUT) carriers with first invasive melanoma before or after inclusion [MUT-pre (n = 53) and MUT-post (n = 43)] and likewise in CDKN2A wild type (WT) cases [WT-pre (n = 255) and WT-post (n = 122)]. RESULTS The MUT-pre and MUT-post cases were diagnosed with their first invasive melanoma at a significantly younger ages (38 and 42 years, respectively) than the WT-pre and WT-post cases (48 and 57 years, respectively). The melanomas in the MUT-pre had significantly higher T stage compared with MUT-post (p = 0.006), whereas no such difference was seen comparing WT-pre with WT-post (p = 0.849). MUT-pre had compared with WT-pre, significantly worse melanoma-specific survival, unadjusted (HR 2.33, 95% CI 1.33-4.08, p = 0.003) adjusted (HR 2.70, 95% CI 1.46-5.00, p = 0.001). However, the MUT-post cases had compared with the WT-post cases, no significant survival differences. CONCLUSION This study is the first to address the impact on survival from introducing a dermatologic surveillance program to familial melanoma cases with or without CDKN2A mutations. The CDKN2A-mut carriers appeared to have a clear benefit with less advanced melanomas diagnosed and better melanoma-specific survival after inclusion. Among the CDKN2A-wt cases, the effect of the inclusion on the studied outcomes was less evident.
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Affiliation(s)
- Maria Pissa
- Department of Dermatology and Venereology, Ryhov County Hospital, Jönköping, Sweden
| | - Jan Lapins
- Department of Medicine, Unit of Dermatology, Karolinska Institutet, Stockholm, Sweden.,Department of Dermatology, Skin Cancer Center, Karolinska University Hospital, Stockholm, Sweden
| | - Christina Sköldmark
- Department of Dermatology and Venereology, Ryhov County Hospital, Jönköping, Sweden
| | - Hildur Helgadottir
- Department of Oncology and Pathology, Karolinska Institutet, Stockholm, Sweden.,Department of Oncology, Skin Cancer Center, Karolinska University Hospital, Stockholm, Sweden
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Clarysse K, Lacy K. Why, Who and How We Should Screen for Melanoma. CURRENT GENETIC MEDICINE REPORTS 2022. [DOI: 10.1007/s40142-022-00204-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
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16
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Russo T, Piccolo V, Moscarella E, Tschandl P, Kittler H, Paoli J, Lallas A, Braun RP, Thomas L, Soyer HP, Malvehy J, Puig S, Marghoob A, Scope A, Blum A, Halpern AC, Cabo H, Menzies S, Stolz W, Tanaka M, Rabinovitz H, Hofmann-Wellenhof R, Bakos RM, Zalaudek I, Pellacani G, Veiga AV, Maceiras LR, de las Heras-Sotos C, Argenziano G. Indications for Digital Monitoring of Patients With Multiple Nevi: Recommendations from the International Dermoscopy Society. Dermatol Pract Concept 2022; 12:e2022182. [PMID: 36534527 PMCID: PMC9681223 DOI: 10.5826/dpc.1204a182] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/13/2022] [Indexed: 11/06/2022] Open
Abstract
Introduction In patients with multiple nevi, sequential imaging using total body skin photography (TBSP) coupled with digital dermoscopy (DD) documentation reduces unnecessary excisions and improves the early detection of melanoma. Correct patient selection is essential for optimizing the efficacy of this diagnostic approach. Objectives The purpose of the study was to identify, via expert consensus, the best indications for TBSP and DD follow-up. Methods This study was performed on behalf of the International Dermoscopy Society (IDS). We attained consensus by using an e-Delphi methodology. The panel of participants included international experts in dermoscopy. In each Delphi round, experts were asked to select from a list of indications for TBSP and DD. Results Expert consensus was attained after 3 rounds of Delphi. Participants considered a total nevus count of 60 or more nevi or the presence of a CDKN2A mutation sufficient to refer the patient for digital monitoring. Patients with more than 40 nevi were only considered an indication in case of personal history of melanoma or red hair and/or a MC1R mutation or history of organ transplantation. Conclusions Our recommendations support clinicians in choosing appropriate follow-up regimens for patients with multiple nevi and in applying the time-consuming procedure of sequential imaging more efficiently. Further studies and real-life data are needed to confirm the usefulness of this list of indications in clinical practice.
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Affiliation(s)
- Teresa Russo
- Dermatology Unit, University of Campania “Luigi Vanvitelli”, Naples, Italy
| | - Vincenzo Piccolo
- Dermatology Unit, University of Campania “Luigi Vanvitelli”, Naples, Italy
| | - Elvira Moscarella
- Dermatology Unit, University of Campania “Luigi Vanvitelli”, Naples, Italy
| | - Philipp Tschandl
- Department of Dermatology, Medical University of Vienna, Vienna, Austria
| | - Harald Kittler
- Department of Dermatology, Medical University of Vienna, Vienna, Austria
| | - John Paoli
- Department of Dermatology and Venereology, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Aimilios Lallas
- First Department of Dermatology, Aristotle University, Thessaloniki, Greece
| | - Ralph P. Braun
- Department of Dermatology, University Hospital Zürich, Zürich, Switzerland
| | - Luc Thomas
- Department of Dermatology, Lyon-1 University, and Cancer research center Lyon, Lyon, France
| | - H. Peter Soyer
- The University of Queensland Diamantina Institute, The University of Queensland, Dermatology Research Centre, Brisbane, Australia
| | - Josep Malvehy
- Melanoma Unit, Dermatology Department, Hospital Clinic Barcelona, Universitat de Barcelona & IDIBAPS & CIBERER, Barcelona, Spain
| | - Susana Puig
- Melanoma Unit, Dermatology Department, Hospital Clinic Barcelona, Universitat de Barcelona & IDIBAPS & CIBERER, Barcelona, Spain
| | - Ashfaq Marghoob
- Memorial Sloan Kettering Cancer Center, Hauppauge, New York, USA
| | - Alon Scope
- The Kittner Skin Cancer Screening and Research Institute, Sheba Medical Center and Sackler School of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Andreas Blum
- Public, Private and Teaching Practice of Dermatology, Konstanz, Germany
| | - Allan C. Halpern
- Memorial Sloan Kettering Cancer Center, Hauppauge, New York, USA
| | - Horacio Cabo
- Dermatology Institute of Medical Research, University of Buenos Aires, Buenos Aires, Argentina
| | - Scott Menzies
- Discipline of Dermatology, Sydney Medical School, The University of Sydney and Sydney Melanoma Diagnostic Centre, Royal Prince Alfred Hospital, Camperdown, NSW Australia
| | - Wilhelm Stolz
- Department of Dermatology, Allergology, and Environmental Medicine Clinic Thalkirchen, Hospital Munich, Munich, Germany
| | - Masaru Tanaka
- Department of Dermatology, Tokyo Women’s Medical University Medical Center East, Japan
| | - Harold Rabinovitz
- Department of Dermatology Medical College of Georgia, Augusta, United States
| | | | - Renato Marchiori Bakos
- Department of Dermatology, Hospital de Clınicas de Porto Alegre - Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
| | - Iris Zalaudek
- Department of Dermatology, University of Trieste, Trieste, Italy
| | | | - Ana Varela Veiga
- Department of Dermatology, University Hospital Complex of Ferrol, A Coruña, Spain
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Alonso-Belmonte C, Montero-Vilchez T, Arias-Santiago S, Buendía-Eisman A. [Translated article] Current State of Skin Cancer Prevention: A Systematic Review. ACTAS DERMO-SIFILIOGRAFICAS 2022. [DOI: 10.1016/j.ad.2022.04.018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022] Open
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18
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Situación actual de la prevención del cáncer de piel: una revisión sistemática. ACTAS DERMO-SIFILIOGRAFICAS 2022; 113:781-791. [DOI: 10.1016/j.ad.2022.04.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2021] [Revised: 04/03/2022] [Accepted: 04/12/2022] [Indexed: 11/20/2022] Open
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Allan JL, Johnston DW, Johnston M, Murchie P. Describing, predicting and explaining adherence to total skin self-examination (TSSE) in people with melanoma: a 12-month longitudinal study. BMJ Open 2022; 12:e056755. [PMID: 36041758 PMCID: PMC9438032 DOI: 10.1136/bmjopen-2021-056755] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/27/2021] [Accepted: 08/10/2022] [Indexed: 11/03/2022] Open
Abstract
OBJECTIVES To describe trajectories in melanoma survivors' adherence to monthly total skin self-examination (TSSE) over 12 months, and to investigate whether adherence trajectories can be predicted from demographic, cognitive or emotional factors at baseline. DESIGN A longitudinal observational study nested within the intervention arm of the ASICA (Achieving Self-Directed Integrated Cancer Aftercare) randomised controlled trial. SETTING Follow-up secondary care in Aberdeen and Cambridge UK. PARTICIPANTS n=104 adults (48 men/56 women; mean age 58.83 years, SD 13.47, range 28-85 years; mean Scottish Index of Multiple Deprivation score 8.03, SD 1.73, range 2-10) who had been treated for stage 0-IIC primary cutaneous melanoma in the preceding 60 months and were actively participating in the intervention arm of the ASICA trial. INTERVENTIONS All participants were using the ASICA intervention-a tablet-based intervention designed to support monthly TSSE. PRIMARY AND SECONDARY OUTCOME MEASURES The primary outcome was adherence to guideline recommended (monthly) TSSE over 12 months. This was determined from time-stamped TSSE data recorded by the ASICA intervention app. RESULTS Latent growth mixture models identified three TSSE adherence trajectories (adherent -41%; drop-off -35%; non-adherent -24%). People who were non-adherent were less likely to intend to perform TSSE as recommended, intending to do it more frequently (OR=0.21, 95% CI 0.06 to 0.81, p=0.023) and were more depressed (OR=1.31, 95% CI 1.06 to 1.61, p=0.011) than people who were adherent. People whose adherence dropped off over time had less well-developed action plans (OR=0.78, 95% CI 0.63 to 0.96, p=0.016) and lower self-efficacy about TSSE (OR=0.92, 95% CI 0.86 to 0.99, p=0.028) than people who were adherent. CONCLUSIONS Adherence to monthly TSSE in people treated for melanoma can be differentiated into adherent, drop-off and non-adherent trajectories. Collecting information about intentions to engage in TSSE, depression, self-efficacy and/or action planning at outset may help to identify those who would benefit from additional intervention. TRIAL REGISTRATION NUMBER ClinicalTrials.gov Registry (NCT03328247).
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Affiliation(s)
- Julia L Allan
- Aberdeen Health Psychology Group, Institute of Applied Health Sciences, University of Aberdeen, Aberdeen, UK
| | - Derek W Johnston
- Aberdeen Health Psychology Group, School of Psychology, University of Aberdeen, Aberdeen, UK
| | - Marie Johnston
- Aberdeen Health Psychology Group, Institute of Applied Health Sciences, University of Aberdeen, Aberdeen, UK
| | - Peter Murchie
- Centre for Academic Primary Care, Insitute of Applied Health Sciences, University of Aberdeen, Aberdeen, UK
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Manne SL, Marchetti MA, Kashy DA, Heckman CJ, Ritterband LM, Thorndike FP, Viola A, Lozada C, Coups EJ. mySmartCheck, a Digital Intervention to Promote Skin Self-examination Among Individuals Diagnosed With or at Risk for Melanoma: A Randomized Clinical Trial. Ann Behav Med 2022; 56:791-803. [PMID: 34637495 PMCID: PMC9652998 DOI: 10.1093/abm/kaab090] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND Regular skin self-examination (SSE) reduces melanoma mortality but is not often conducted. PURPOSE To promote SSE performance in individuals at increased risk for melanoma. METHODS One hundred sixteen individuals at heightened risk for development of melanoma (i.e., personal/family history of melanoma, high-risk mole phenotype) who did not conduct a thorough SSE during in the prior 3 months were randomly assigned to receive either an automated internet-based intervention (mySmartCheck) or usual care (UC). One hundred sixteen participants completed surveys before random assignment and 99 completed the follow-up survey 13-weeks afterward. The primary outcome was participant self-reported examination (SSE) of all 15 parts of the body in the last 3 months. Secondary outcomes were SSE of any part of the body in the last 3 months and number of body parts examined during the last SSE. RESULTS More mySmartCheck participants examined all 15 body parts (32.6% vs. 7.1%, p = .001). More individuals in mySmartCheck reported conducting SSE on any body part than those in UC (81.4% vs. 62.5%, p = .04). Effect sizes were large (d = 1.19 all 15 body parts) to moderate (d = 0.55 for any body part). mySmartCheck participants examined more body areas than UC participants (12.7 vs. 10.3, p = 0.003) during the last SSE. Participants in mySmartCheck reported higher levels of knowledge of suspicious lesions, SSE benefits, SSE self-efficacy, and planning for SSE, and lower SSE barriers, than those assigned to UC. CONCLUSIONS mySmartCheck had a significant positive impact on SSE performance and behaviors. Additional research with a larger sample size, a longer follow-up, and more varied clinical settings is needed. TRIAL REGISTRATION ClinicalTrials.gov registration # NCT03725449 (https://clinicaltrials.gov/ct2/show/NCT03725449).
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Affiliation(s)
- Sharon L Manne
- Rutgers Cancer Institute of New Jersey, 195 Little Albany Street, New Brunswick, NJ 08903, USA
| | - Michael A Marchetti
- Dermatology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Deborah A Kashy
- Department of Psychology, Michigan State University, East Lansing, MI, USA
| | - Carolyn J Heckman
- Rutgers Cancer Institute of New Jersey, 195 Little Albany Street, New Brunswick, NJ 08903, USA
| | - Lee M Ritterband
- Center for Behavioral Health & Technology, University of Virginia, Charlottesville, VA, USA
| | | | - Adrienne Viola
- Rutgers Cancer Institute of New Jersey, 195 Little Albany Street, New Brunswick, NJ 08903, USA
| | - Carolina Lozada
- Rutgers Cancer Institute of New Jersey, 195 Little Albany Street, New Brunswick, NJ 08903, USA
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Drabarek D, Habgood E, Janda M, Hersch J, Ackermann D, Low D, Low C, Morton RL, Dieng M, Cust AE, Morgan A, Smith E, Bell KLJ. Experiences of Patient-Led Surveillance, Including Patient-Performed Teledermoscopy, in the MEL-SELF Pilot Randomized Controlled Trial: Qualitative Interview Study. JMIR DERMATOLOGY 2022; 5:e35916. [PMID: 37632893 PMCID: PMC10334928 DOI: 10.2196/35916] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2021] [Revised: 04/05/2022] [Accepted: 04/18/2022] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Current clinician-led melanoma surveillance models require frequent routinely scheduled clinic visits, with associated travel, cost, and time burden for patients. Patient-led surveillance is a new model of follow-up care that could reduce health care use such as clinic visits and medical procedures and their associated costs, increase access to care, and promote early diagnosis of a subsequent new melanoma after treatment of a primary melanoma. Understanding patient experiences may allow improvements in implementation. OBJECTIVE This study aims to explore patients' experiences and perceptions of patient-led surveillance during the 6 months of participation in the MEL-SELF pilot randomized controlled trial. Patient-led surveillance comprised regular skin self-examination, use of a mobile dermatoscope to image lesions of concern, and a smartphone app to track and send images to a teledermatologist for review, in addition to usual care. METHODS Semistructured interviews were conducted with patients previously treated for melanoma localized to the skin in New South Wales, Australia, who were randomized to the patient-led surveillance (intervention group) in the trial. Thematic analysis was used to analyze the data with reference to the technology acceptance model. RESULTS We interviewed 20 patients (n=8, 40% women and n=12, 60% men; median age 62 years). Patients who were more adherent experienced benefits such as increased awareness of their skin and improved skin self-examination practice, early detection of melanomas, and opportunities to be proactive in managing their clinical follow-up. Most participants experienced difficulty in obtaining clear images and technical problems with the app. These barriers were overcome or persevered by participants with previous experience with digital technology and with effective help from a skin check partner (such as a spouse, sibling, or friend). Having too many or too few moles decreased perceived usefulness. CONCLUSIONS Patients with melanoma are receptive to and experience benefits from patient-led surveillance using teledermoscopy. Increased provision of training and technical support to patients and their skin check partners may help to realize the full potential benefits of this new model of melanoma surveillance.
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Affiliation(s)
- Dorothy Drabarek
- Sydney School of Public Health, University of Sydney, Sydney, Australia
| | - Emily Habgood
- Centre for Cancer Research and Department of General Practice, University of Melbourne, Melbourne, Australia
| | - Monika Janda
- Centre for Health Services Research, University of Queensland, Brisbane, Australia
| | - Jolyn Hersch
- Sydney School of Public Health, University of Sydney, Sydney, Australia
| | - Deonna Ackermann
- Sydney School of Public Health, University of Sydney, Sydney, Australia
| | - Don Low
- Cancer Voices NSW, Sydney, Australia
| | | | - Rachael L Morton
- NHMRC Clinical Trials Centre, The University of Sydney, Sydney, Australia
| | - Mbathio Dieng
- NHMRC Clinical Trials Centre, The University of Sydney, Sydney, Australia
| | - Anne E Cust
- Sydney School of Public Health, University of Sydney, Sydney, Australia
- The Daffodil Centre, The University of Sydney Cancer Council NSW, Sydney, Australia
- Melanoma Institute Australia, The University of Sydney, Sydney, Australia
| | - Adelaide Morgan
- Sydney School of Public Health, University of Sydney, Sydney, Australia
| | - Elloise Smith
- Sydney School of Public Health, University of Sydney, Sydney, Australia
| | - Katy L J Bell
- Sydney School of Public Health, University of Sydney, Sydney, Australia
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Harvima IT, Harvima RJ. Survival from cutaneous malignant melanoma is improving, but is it because of a trend in decreasing melanoma thickness or the advent of new 'revolutionary' therapeutics? Br J Dermatol 2022; 187:6-7. [PMID: 35415923 PMCID: PMC9542168 DOI: 10.1111/bjd.21583] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2022] [Accepted: 02/23/2022] [Indexed: 11/28/2022]
Abstract
Linked Article: Zamagni et al. Br J Dermatol 2022; 187:52–63 .
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Affiliation(s)
- Ilkka T. Harvima
- Department of DermatologyUniversity of Eastern Finland and Kuopio University HospitalKuopioFinland
| | - Rauno J. Harvima
- Department of DermatologyUniversity of Eastern Finland and Kuopio University HospitalKuopioFinland
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23
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Abstract
Background Preventive guidelines for melanoma recommend that patients at high risk of melanoma receive targeted screening; however, this requires careful selection of those at high risk. To the authors’ knowledge, there has been no previous research into how all physicians approach the selection and management of high-risk individuals. Melanoma risk-prediction models are available to assist in the identification of high-risk patients but are not routinely used clinically. Aim To examine how GPs assessed and managed melanoma risk, and the opportunities for using melanoma risk-prediction models in primary care. Design and setting Semi-structured telephone interviews were conducted with 20 Australian GPs. Method GPs who had completed a cross-sectional online questionnaire study on melanoma risk were purposively sampled and recruited. Semi-structured telephone interviews were conducted with Australian GPs between 9 July and 10 September 2019. Interviews were audiorecorded, professionally transcribed, and analysed using grounded theory. Results Melanoma risk assessment and its management can be understood as a linear workflow consisting of five clinical process domains with patient selection as the entry point. There was variation between GPs on the identification of melanoma risk factors, melanoma risk estimation, management, and patient education because of intuitive and analytical processes guiding risk assessment, and the influence of patient factors. GPs were largely receptive towards melanoma risk-prediction models, sharing facilitators for and barriers to their potential implementation. Conclusion Further primary care interventions sensitive to existing workflow arrangements may be required to standardise melanoma risk-assessment and management processes.
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24
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Kontogiannis V, Coughlan D, Javanbakht M, Kunonga P, Beyer F, Richmond C, Bryant A, Bajwa D, Ellis RA, Vale L. Optimal Surveillance Strategies for Early-Stage Cutaneous Melanoma Post Primary Tumor Excision: An Economic Evaluation. MDM Policy Pract 2022; 7:23814683211069988. [PMID: 35024448 PMCID: PMC8743969 DOI: 10.1177/23814683211069988] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
Abstract
Background. Consensus on standardized active surveillance or follow-up care by clinicians is lacking leading to considerable variation in practice across countries. An important structural modelling consideration is that self-examination by patients and their partners can detect melanoma recurrence outside of active surveillance regimes. Objectives. To identify candidate melanoma surveillance strategies for American Joint Committee on Cancer (AJCC) stage I disease and compare them with the current recommended practice in a cost-utility analysis framework. Methods. In consultation with UK clinical experts, a microsimulation model was built in TreeAge Pro 2019 R1.0 (Williamstown, MA, USA) to evaluate surveillance strategies for AJCC stage IA and IB melanoma patients separately. The model incorporated patient behaviors such as self-detection and emergency visits to examine suspicious lesions. A National Health Service (NHS) perspective was taken. Model input parameters were taken from the literature and where data were not available, local expert opinion was sought. Probabilistic sensitivity analysis, one-way sensitivity analysis on pertinent parameters and value of information was performed. Results. In the base-case probabilistic sensitivity analysis, less intensive surveillance strategies for AJCC stage IA and IB had lower total lifetime costs than the current National Institute for Health and Care Excellence (NICE) recommended strategy with similar effectiveness in terms of quality-adjusted life years and thereby likely to be cost-effective. Many strategies had similar effectiveness due to the relatively low chance of recurrence and the high rate of self-detection. Sensitivity and scenario analyses did not change these findings. Conclusions. Our model findings suggest that less resource intensive surveillance may be cost-effective compared with the current NICE surveillance guidelines. However, to advocate convincingly for changes, better evidence is required.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | - Luke Vale
- Population Health Sciences Institute
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25
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Vale L, Kunonga P, Coughlan D, Kontogiannis V, Astin M, Beyer F, Richmond C, Wilson D, Bajwa D, Javanbakht M, Bryant A, Akor W, Craig D, Lovat P, Labus M, Nasr B, Cunliffe T, Hinde H, Shawgi M, Saleh D, Royle P, Steward P, Lucas R, Ellis R. Optimal surveillance strategies for patients with stage 1 cutaneous melanoma post primary tumour excision: three systematic reviews and an economic model. Health Technol Assess 2021; 25:1-178. [PMID: 34792018 DOI: 10.3310/hta25640] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND Malignant melanoma is the fifth most common cancer in the UK, with rates continuing to rise, resulting in considerable burden to patients and the NHS. OBJECTIVES The objectives were to evaluate the effectiveness and cost-effectiveness of current and alternative follow-up strategies for stage IA and IB melanoma. REVIEW METHODS Three systematic reviews were conducted. (1) The effectiveness of surveillance strategies. Outcomes were detection of new primaries, recurrences, metastases and survival. Risk of bias was assessed using the Cochrane Collaboration's Risk-of-Bias 2.0 tool. (2) Prediction models to stratify by risk of recurrence, metastases and survival. Model performance was assessed by study-reported measures of discrimination (e.g. D-statistic, Harrel's c-statistic), calibration (e.g. the Hosmer-Lemeshow 'goodness-of-fit' test) or overall performance (e.g. Brier score, R 2). Risk of bias was assessed using the Prediction model Risk Of Bias ASsessment Tool (PROBAST). (3) Diagnostic test accuracy of fine-needle biopsy and ultrasonography. Outcomes were detection of new primaries, recurrences, metastases and overall survival. Risk of bias was assessed using the Quality Assessment of Diagnostic Accuracy Studies-2 (QUADAS-2) tool. Review data and data from elsewhere were used to model the cost-effectiveness of alternative surveillance strategies and the value of further research. RESULTS (1) The surveillance review included one randomised controlled trial. There was no evidence of a difference in new primary or recurrence detected (risk ratio 0.75, 95% confidence interval 0.43 to 1.31). Risk of bias was considered to be of some concern. Certainty of the evidence was low. (2) Eleven risk prediction models were identified. Discrimination measures were reported for six models, with the area under the operating curve ranging from 0.59 to 0.88. Three models reported calibration measures, with coefficients of ≥ 0.88. Overall performance was reported by two models. In one, the Brier score was slightly better than the American Joint Committee on Cancer scheme score. The other reported an R 2 of 0.47 (95% confidence interval 0.45 to 0.49). All studies were judged to have a high risk of bias. (3) The diagnostic test accuracy review identified two studies. One study considered fine-needle biopsy and the other considered ultrasonography. The sensitivity and specificity for fine-needle biopsy were 0.94 (95% confidence interval 0.90 to 0.97) and 0.95 (95% confidence interval 0.90 to 0.97), respectively. For ultrasonography, sensitivity and specificity were 1.00 (95% confidence interval 0.03 to 1.00) and 0.99 (95% confidence interval 0.96 to 0.99), respectively. For the reference standards and flow and timing domains, the risk of bias was rated as being high for both studies. The cost-effectiveness results suggest that, over a lifetime, less intensive surveillance than recommended by the National Institute for Health and Care Excellence might be worthwhile. There was considerable uncertainty. Improving the diagnostic performance of cancer nurse specialists and introducing a risk prediction tool could be promising. Further research on transition probabilities between different stages of melanoma and on improving diagnostic accuracy would be of most value. LIMITATIONS Overall, few data of limited quality were available, and these related to earlier versions of the American Joint Committee on Cancer staging. Consequently, there was considerable uncertainty in the economic evaluation. CONCLUSIONS Despite adoption of rigorous methods, too few data are available to justify changes to the National Institute for Health and Care Excellence recommendations on surveillance. However, alternative strategies warrant further research, specifically on improving estimates of incidence, progression of recurrent disease; diagnostic accuracy and health-related quality of life; developing and evaluating risk stratification tools; and understanding patient preferences. STUDY REGISTRATION This study is registered as PROSPERO CRD42018086784. FUNDING This project was funded by the National Institute for Health Research Health Technology Assessment programme and will be published in full in Health Technology Assessment; Vol 25, No. 64. See the NIHR Journals Library website for further project information.
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Affiliation(s)
- Luke Vale
- Institute of Health & Society, Newcastle University, Newcastle upon Tyne, UK
| | - Patience Kunonga
- Institute of Health & Society, Newcastle University, Newcastle upon Tyne, UK
| | - Diarmuid Coughlan
- Institute of Health & Society, Newcastle University, Newcastle upon Tyne, UK
| | | | - Margaret Astin
- Institute of Health & Society, Newcastle University, Newcastle upon Tyne, UK
| | - Fiona Beyer
- Institute of Health & Society, Newcastle University, Newcastle upon Tyne, UK
| | - Catherine Richmond
- Institute of Health & Society, Newcastle University, Newcastle upon Tyne, UK
| | - Dor Wilson
- Institute of Health & Society, Newcastle University, Newcastle upon Tyne, UK
| | - Dalvir Bajwa
- Institute of Cellular Medicine, Newcastle University, Newcastle upon Tyne, UK
| | - Mehdi Javanbakht
- Institute of Health & Society, Newcastle University, Newcastle upon Tyne, UK
| | - Andrew Bryant
- Institute of Health & Society, Newcastle University, Newcastle upon Tyne, UK
| | - Wanwuri Akor
- Northumbria Healthcare NHS Foundation Trust, North Shields, UK
| | - Dawn Craig
- Institute of Health & Society, Newcastle University, Newcastle upon Tyne, UK
| | - Penny Lovat
- Institute of Translation and Clinical Studies, Newcastle University, Newcastle upon Tyne, UK
| | - Marie Labus
- Business Development and Enterprise, Newcastle University, Newcastle upon Tyne, UK
| | - Batoul Nasr
- Dermatological Sciences, Institute of Cellular Medicine, Newcastle University, Newcastle upon Tyne, UK
| | - Timothy Cunliffe
- Dermatology Department, James Cook University Hospital, Middlesbrough, UK
| | - Helena Hinde
- Dermatology Department, James Cook University Hospital, Middlesbrough, UK
| | - Mohamed Shawgi
- Radiology Department, James Cook University Hospital, Middlesbrough, UK
| | - Daniel Saleh
- Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK.,Princess Alexandra Hospital Southside Clinical Unit, Faculty of Medicine, University of Queensland, Brisbane, QLD, Australia
| | - Pam Royle
- Patient representative, ITV Tyne Tees, Gateshead, UK
| | - Paul Steward
- Patient representative, Dermatology Department, James Cook University Hospital, Middlesbrough, UK
| | - Rachel Lucas
- Patient representative, Dermatology Department, James Cook University Hospital, Middlesbrough, UK
| | - Robert Ellis
- Institute of Translation and Clinical Studies, Newcastle University, Newcastle upon Tyne, UK.,South Tees Hospitals NHS Foundation Trust, Middlesbrough, UK
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26
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Virág D, Kremmer T, Lőrincz K, Kiss N, Jobbágy A, Bozsányi S, Gulyás L, Wikonkál N, Schlosser G, Borbély A, Huba Z, Dalmadi Kiss B, Antal I, Ludányi K. Altered Glycosylation of Human Alpha-1-Acid Glycoprotein as a Biomarker for Malignant Melanoma. Molecules 2021; 26:molecules26196003. [PMID: 34641547 PMCID: PMC8513036 DOI: 10.3390/molecules26196003] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2021] [Accepted: 10/01/2021] [Indexed: 11/16/2022] Open
Abstract
A high-resolution HILIC-MS/MS method was developed to analyze anthranilic acid derivatives of N-glycans released from human serum alpha-1-acid glycoprotein (AGP). The method was applied to samples obtained from 18 patients suffering from high-risk malignant melanoma as well as 19 healthy individuals. It enabled the identification of 102 glycan isomers separating isomers that differ only in sialic acid linkage (α-2,3, α-2,6) or in fucose positions (core, antenna). Comparative assessment of the samples revealed that upregulation of certain fucosylated glycans and downregulation of their nonfucosylated counterparts occurred in cancer patients. An increased ratio of isomers with more α-2,6-linked sialic acids was also observed. Linear discriminant analysis (LDA) combining 10 variables with the highest discriminatory power was employed to categorize the samples based on their glycosylation pattern. The performance of the method was tested by cross-validation, resulting in an overall classification success rate of 96.7%. The approach presented here is significantly superior to serological marker S100B protein in terms of sensitivity and negative predictive power in the population studied. Therefore, it may effectively support the diagnosis of malignant melanoma as a biomarker.
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Affiliation(s)
- Dávid Virág
- Department of Pharmaceutics, Semmelweis University, Hőgyes Endre utca 7., H-1092 Budapest, Hungary; (D.V.); (T.K.); (Z.H.); (B.D.K.); (I.A.)
| | - Tibor Kremmer
- Department of Pharmaceutics, Semmelweis University, Hőgyes Endre utca 7., H-1092 Budapest, Hungary; (D.V.); (T.K.); (Z.H.); (B.D.K.); (I.A.)
| | - Kende Lőrincz
- Department of Dermatology, Venereology and Dermatooncology, Semmelweis University, Mária utca. 41., H-1085 Budapest, Hungary; (K.L.); (N.K.); (A.J.); (S.B.); (L.G.); (N.W.)
| | - Norbert Kiss
- Department of Dermatology, Venereology and Dermatooncology, Semmelweis University, Mária utca. 41., H-1085 Budapest, Hungary; (K.L.); (N.K.); (A.J.); (S.B.); (L.G.); (N.W.)
| | - Antal Jobbágy
- Department of Dermatology, Venereology and Dermatooncology, Semmelweis University, Mária utca. 41., H-1085 Budapest, Hungary; (K.L.); (N.K.); (A.J.); (S.B.); (L.G.); (N.W.)
| | - Szabolcs Bozsányi
- Department of Dermatology, Venereology and Dermatooncology, Semmelweis University, Mária utca. 41., H-1085 Budapest, Hungary; (K.L.); (N.K.); (A.J.); (S.B.); (L.G.); (N.W.)
| | - Lili Gulyás
- Department of Dermatology, Venereology and Dermatooncology, Semmelweis University, Mária utca. 41., H-1085 Budapest, Hungary; (K.L.); (N.K.); (A.J.); (S.B.); (L.G.); (N.W.)
| | - Norbert Wikonkál
- Department of Dermatology, Venereology and Dermatooncology, Semmelweis University, Mária utca. 41., H-1085 Budapest, Hungary; (K.L.); (N.K.); (A.J.); (S.B.); (L.G.); (N.W.)
| | - Gitta Schlosser
- MTA-ELTE Lendület Ion Mobility Mass Spectrometry Research Group, Institute of Chemistry, Faculty of Science, ELTE Eötvös Loránd University, Pázmány Péter sétány 1/A, H-1117 Budapest, Hungary; (G.S.); (A.B.)
| | - Adina Borbély
- MTA-ELTE Lendület Ion Mobility Mass Spectrometry Research Group, Institute of Chemistry, Faculty of Science, ELTE Eötvös Loránd University, Pázmány Péter sétány 1/A, H-1117 Budapest, Hungary; (G.S.); (A.B.)
| | - Zsófia Huba
- Department of Pharmaceutics, Semmelweis University, Hőgyes Endre utca 7., H-1092 Budapest, Hungary; (D.V.); (T.K.); (Z.H.); (B.D.K.); (I.A.)
| | - Borbála Dalmadi Kiss
- Department of Pharmaceutics, Semmelweis University, Hőgyes Endre utca 7., H-1092 Budapest, Hungary; (D.V.); (T.K.); (Z.H.); (B.D.K.); (I.A.)
| | - István Antal
- Department of Pharmaceutics, Semmelweis University, Hőgyes Endre utca 7., H-1092 Budapest, Hungary; (D.V.); (T.K.); (Z.H.); (B.D.K.); (I.A.)
| | - Krisztina Ludányi
- Department of Pharmaceutics, Semmelweis University, Hőgyes Endre utca 7., H-1092 Budapest, Hungary; (D.V.); (T.K.); (Z.H.); (B.D.K.); (I.A.)
- Correspondence:
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27
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Williams NM, Rojas KD, Reynolds JM, Kwon D, Shum-Tien J, Jaimes N. Assessment of Diagnostic Accuracy of Dermoscopic Structures and Patterns Used in Melanoma Detection: A Systematic Review and Meta-analysis. JAMA Dermatol 2021; 157:1078-1088. [PMID: 34347005 DOI: 10.1001/jamadermatol.2021.2845] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Importance Dermoscopy increases the diagnostic accuracy for melanoma. However, the accuracy of individual structures and patterns used in melanoma detection has not been systematically evaluated. Objective To assess the diagnostic accuracy of individual dermoscopic structures and patterns used in melanoma detection. Data Sources A search of Ovid Medline, Embase, Cochrane CENTRAL, Scopus, and Web of Science was conducted from inception to July 2020. Study Selection Studies evaluating the dermoscopic structures and patterns among melanomas in comparison with nonmelanoma lesions were included. Excluded were studies with fewer than 3 patients, studies in languages other than English or Spanish, studies not reporting dermoscopic structures per lesion type, and studies assessing only nail, mucosal, acral, facial, or metastatic melanomas or melanomas on chronically sun-damaged skin. Multiple reviewers applied these criteria, and 0.7% of studies met selection criteria. Data Extraction and Synthesis The Preferred Reporting Items for Systematic Reviews and Meta-analyses reporting guideline and Meta-analysis of Observational Studies in Epidemiology reporting guideline were followed. Guidelines were applied via independent extraction by multiple observers. Data were pooled using a random-effects model. Main Outcomes and Measures The prespecified outcome measures were diagnostic accuracy (sensitivity and specificity) and risk (odds ratio [OR]) of melanoma for the following dermoscopic structures/patterns: atypical dots/globules, atypical network, blue-white veil, negative network, off-centered blotch, peripheral-tan structureless areas, atypical vessels (eg, linear irregular, polymorphous), pseudopods, streaks, regression (ie, peppering, scarlike areas), shiny white structures, angulated lines, irregular pigmentation, and a multicomponent pattern. Results A total of 40 studies including 22 796 skin lesions and 5736 melanomas were evaluated. The structures and patterns with the highest ORs were shiny white structures (OR, 6.7; 95% CI, 2.5-17.9), pseudopods (OR, 6.7; 95% CI, 2.7-16.1), irregular pigmentation (OR, 6.4; 95% CI, 2.0-20.5), blue-white veil (OR, 6.3; 95% CI, 3.7-10.7), and peppering (OR, 6.3; 95% CI, 2.4-16.1). The structures with the highest specificity were pseudopods (97.3%; 95% CI, 94.3%-98.7%), shiny white structures (93.6%; 95% CI, 85.6%-97.3%), peppering (93.4%; 95% CI, 81.9%-97.8%), and streaks (92.1%; 95% CI, 88.4%-94.7%), whereas features with the highest sensitivity were irregular pigmentation (62.3%; 95% CI, 31.2%-85.8%), blue-white veil (60.6%; 95% CI, 46.7%-72.9%), atypical network (56.8%; 95% CI, 43.6%-69.2%), and a multicomponent pattern (53.7%; 95% CI, 40.4%-66.4%). Conclusions and Relevance The findings of this systematic review and meta-analysis support the diagnostic importance of dermoscopic structures associated with melanoma detection (eg, shiny white structures, blue-white veil), further corroborate the importance of the overall pattern, and may suggest a hierarchy in the significance of these structures and patterns.
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Affiliation(s)
- Natalie M Williams
- Dr Phillip Frost Department of Dermatology and Cutaneous Surgery, University of Miami Miller School of Medicine, Miami, Florida
| | - Kristina D Rojas
- Dr Phillip Frost Department of Dermatology and Cutaneous Surgery, University of Miami Miller School of Medicine, Miami, Florida
| | - John M Reynolds
- Department of Health Informatics, Calder Memorial Library, University of Miami Miller School of Medicine, Miami, Florida
| | - Deukwoo Kwon
- Department of Public Health Sciences, University of Miami Miller School of Medicine, Miami, Florida
| | - Jackie Shum-Tien
- Dr Phillip Frost Department of Dermatology and Cutaneous Surgery, University of Miami Miller School of Medicine, Miami, Florida
| | - Natalia Jaimes
- Dr Phillip Frost Department of Dermatology and Cutaneous Surgery, University of Miami Miller School of Medicine, Miami, Florida.,Sylvester Comprehensive Cancer Center, University of Miami Health System, Miami, Florida
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28
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Investigation of skin self-examination and sunscreen use in adolescents in northern Cyprus. Postepy Dermatol Alergol 2021; 38:505-509. [PMID: 34377135 PMCID: PMC8330876 DOI: 10.5114/ada.2021.107937] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2020] [Accepted: 08/17/2020] [Indexed: 01/22/2023] Open
Abstract
Introduction Regular skin self-examination (SSE) is very important for the early diagnosis of malignant melanoma (MM). Since sun exposure is the most important trigger factor for the development of skin cancers, effective and regular sun protection is the main preventive method. Aim To investigate the awareness of SSE, risky nevus and sun protection of the adolescents in the Turkish Republic of Northern Cyprus (TRNC). Material and methods The data used within this research were obtained from questionnaires administered to volunteer high school students in the TRNC. Results 39.8% of the participants included in the study stated that they conducted SSE. All the participants who said they conducted SSE reported that they performed a face exam. The body regions that the participants did not examine were the scalp (47.7%), foot (36.9%), back (35.4%) and genital area (35.4%). The features of the nevus perceived by the participants as risk factors included rapid growth, bleeding and itching. While 74% of respondents said they used sunscreen products, only 9% of users reported using them every day. Conclusions In the TRNC where the exposure to the sun is high, young people perform skin examinations at high rates in order to monitor their nevi. Nevertheless, the results of this research show that hard-to-reach areas are neglected.
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Pissa M, Helkkula T, Appelqvist F, Silander G, Borg Å, Pettersson J, Lapins J, Nielsen K, Höiom V, Helgadottir H. CDKN2A genetic testing in melanoma-prone families in Sweden in the years 2015-2020: implications for novel national recommendations. Acta Oncol 2021; 60:888-896. [PMID: 33945383 DOI: 10.1080/0284186x.2021.1914346] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
Background: Inherited pathogenic variants (PVs) in the CDKN2A gene are among the strongest known risk factors for cutaneous melanoma. Carriers are at high risks to develop multiple primary melanomas and other cancers, in particular pancreatic cancer. In this study, the CDKN2A testing, carried out in Sweden in the years 2015-2020, was evaluated.Materials and methods: Included families had (1) three or more cases of melanoma and/or pancreatic cancer, (2) two melanomas in first-degree relatives, the youngest case <55 years or (3) individuals with three or more multiple primary melanomas, the first before the age of 55 years, and no other affected family members. The included families had at least one affected member that had been tested for CDKN2A PVs.Results: In total, 403 families were included, whereof 913 family members had been diagnosed with cutaneous melanoma and 129 with pancreatic cancer, 33 (8.2%) were found to have PVs in CDKN2A. Frequencies ranged from 0.9% in families with only two melanomas to 43.2% in families with three or more melanoma cases and pancreatic cancer (p < 0.001). The frequency of PVs ranged from 2.1% to 16.5% in families where the youngest case was ≥55 years or <35 years (p = 0.040). In families with or without CDKN2A PVs, 37.6% and 10.0% had melanoma cases that had died from melanoma, respectively (p < 0.001).Discussion: Significant differences were seen in the frequencies of CDKN2A PVs, dependent on numbers or age at diagnosis of melanomas and diagnoses of pancreatic cancers in the family. Further, melanoma cases belonging to families that tested positive for CDKN2A PVs had a significantly higher mortality. To summarize, the current evaluation shows that, with adequately selected criteria to guide genetic testing, CDKN2A PVs are identified at significant frequencies. Identification of carrier families is of importance to ensure that members are enrolled in a preventive surveillance program.
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Affiliation(s)
- Maria Pissa
- Department of Dermatology and Venereology, Ryhov County Hospital, Jönköping, Sweden
| | - Teo Helkkula
- Department of Clinical Sciences, Division of Dermatology, Lund University Skin Cancer research group, Lund University, Lund, Sweden
- Department of Dermatology, Skåne University Hospital, Lund, Sweden
| | - Frida Appelqvist
- Department of Dermatology, Institute of Clinical Sciences, Sahlgrenska University Hospital, Göteborg, Sweden
| | - Gustav Silander
- Department of Radiation Sciences, Division of Oncology, Umeå University, Umeå, Sweden
| | - Åke Borg
- Division of Oncology, Department of Clinical Sciences Lund, Lund University, Lund, Sweden
| | - Jenny Pettersson
- Department of Oncology, Ryhov County Hospital, Jönköping, Sweden
| | - Jan Lapins
- Department of Dermatology, Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden
| | - Kari Nielsen
- Department of Clinical Sciences, Division of Dermatology, Lund University Skin Cancer research group, Lund University, Lund, Sweden
- Department of Dermatology, Skåne University Hospital, Lund, Sweden
- Department of Dermatology, Helsingborg Hospital, Helsingborg, Sweden
| | - Veronica Höiom
- Department of Oncology and Pathology, Karolinska Institutet and Theme Cancer, Karolinska University Hospital, Stockholm, Sweden
| | - Hildur Helgadottir
- Department of Oncology and Pathology, Karolinska Institutet and Theme Cancer, Karolinska University Hospital, Stockholm, Sweden
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30
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Primiero CA, Yanes T, Finnane A, Soyer HP, McInerney-Leo AM. A Systematic Review on the Impact of Genetic Testing for Familial Melanoma I: Primary and Secondary Preventative Behaviours. Dermatology 2021; 237:806-815. [PMID: 33588421 DOI: 10.1159/000513919] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2020] [Accepted: 12/12/2020] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Increasing availability of panel testing for known high-penetrance familial melanoma genes has made it possible to improve risk awareness in those at greatest risk. Prior to wider implementation, the role of genetic testing in preventing melanoma, through influencing primary and secondary preventative behaviours, requires clarification. METHODS Database searches of PubMed, Embase, CINAHL, PsycINFO and the Cochrane Library were conducted for studies describing preventative behaviour outcomes in response to genetic testing for melanoma risk. Publications describing original research of any study type were screened for eligibility. RESULTS Eighteen publications describing 11 unique studies were reviewed. Outcomes assessed are based on health behaviour recommendations for those at increased risk: adherence to sun-protective behaviour (SPB); clinical skin examinations (CSE); skin self-examinations (SSE); and family discussion of risk. Overall, modest increases in adherence to primary prevention strategies of SPB were observed following genetic testing. Importantly, there were no net decreases in SPB found amongst non-carriers. For secondary preventative behaviour outcomes, including CSE and SSE, increases in post-test intentions and long-term adherence were reported across several subgroups in approximately half of the studies. While this increase reached significance in mutation carriers in some studies, one study reported a significant decline in annual CSE adherence of non-mutation carriers. CONCLUSIONS Evidence reviewed suggests that genetic testing has a modestly positive impact on preventative behaviour in high-risk individuals. Furthermore, improvements are observed regardless of mutation carrier status, although greater adherence is found in carriers. While additional studies of more diverse cohorts would be needed to inform clinical recommendations, the findings are encouraging and suggest that genetic testing for melanoma has a positive impact on preventative behaviours.
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Affiliation(s)
- Clare A Primiero
- The University of Queensland Diamantina Institute, The University of Queensland, Dermatology Research Centre, Brisbane, Queensland, Australia
| | - Tatiane Yanes
- The University of Queensland Diamantina Institute, The University of Queensland, Dermatology Research Centre, Brisbane, Queensland, Australia
| | - Anna Finnane
- School of Public Health, The University of Queensland, Brisbane, Queensland, Australia
| | - H Peter Soyer
- The University of Queensland Diamantina Institute, The University of Queensland, Dermatology Research Centre, Brisbane, Queensland, Australia,
- Department of Dermatology, Princess Alexandra Hospital, Brisbane, Queensland, Australia,
| | - Aideen M McInerney-Leo
- The University of Queensland Diamantina Institute, The University of Queensland, Dermatology Research Centre, Brisbane, Queensland, Australia
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Cust A. A different finding on whether naevus numbers change during adulthood. Br J Dermatol 2020; 184:193. [DOI: 10.1111/bjd.19619] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2020] [Accepted: 10/06/2020] [Indexed: 02/05/2023]
Affiliation(s)
- A.E. Cust
- Sydney School of Public Health and the Melanoma Institute Australia The University of Sydney Sydney NSW Australia
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Jiang F, Wu C, Wang M, Wei K, Zhou G, Wang J. Multi-omics analysis of tumor mutation burden combined with immune infiltrates in melanoma. Clin Chim Acta 2020; 511:306-318. [PMID: 33164879 DOI: 10.1016/j.cca.2020.10.030] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2020] [Revised: 10/21/2020] [Accepted: 10/21/2020] [Indexed: 01/06/2023]
Abstract
BACKGROUND In multiple malignancies, whether tumor mutation burden (TMB) correlated with increased survival or promotion of immunotherapy remained a debate. Our aim was to analyze the prognosis of TMB and the possible connection with immune infiltration of the skin cutaneous melanoma (SKCM). METHODS We gathered somatic mutation data from the 472 SKCM patients using the Cancer Genome Atlas (TCGA) database and analyzed the mutation profiles using ""maftools" package. TMB was determined and samples were divided into high and low TMB groups. We undertook differential analysis to determine the profiles of expression between two groups using the "limma" package and established the 10 Hub TMB signature from a batch survival study. Gene ontology (GO) analysis, Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis and Gene Set Enrichment Analysis (GSEA) were performed in order to test considerably enriched pathways between the two groups. The connections of 10 TMB-related signature mutants with immune infiltration in SKCM were further assessed based on the TIMER database. We used the CIBERSORT package to measure the amount of 22 immune fractions between low and high TMB groups, and Wilcoxon's rank-sum amounts estimated the significant difference. In addition, the Cox regression model and survival analysis were used to determine the prognostic importance of immune cells. Finally, we estabilished a multivaried Cox results Tumor Mutation Burden Prognostic Index (TMBPI) and built a Receiver Operating Characteristic (ROC) curve to check the predictive accuracy. RESULTS Single nucleotide polymorphism (SNP) was more frequent than insertion or deletion and C > T was SKCM's most frequently single nucleotide variants (SNV). Higher TMB levels provided poor survival outcomes, associated with tumor stage, age, and gender. In addition, 224 differentially expressed genes were obtained and Venn diagram established the top 25 immune-related genes. GSEA observed that patients in high TMB groups associated with nucleotide excision repair, pyrimidine metabolism, basal transcription factors, spliceosome, RNA polymerase, and RNA degradation in cancers. 10 hub TMB-related immune genes were also established and 10 signature mutants were correlated with lower immune infiltrates. In addition, the infiltration levels of macrophages M1 and macrophages M2 in the low-TMB group were lower. Eventually, the TMBPI was developed and the AUC of ROC curve was 0.604. CONCLUSIONS High TMB contributed to low survival outcomes and may prevent SKCM immune infiltration. The 10 hub immune signature TMB-related mutants conferred lower immune cell infiltration that required further confirmation.
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Affiliation(s)
- Feng Jiang
- Neonatal Department, Obstetrics and Gynecology Hospital of Fudan University, Shanghai 200011, China
| | - Chuyan Wu
- Department of Rehabilitation Medicine, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China
| | - Ming Wang
- Plastic Surgery Department, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China
| | - Ke Wei
- Medical Department, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China
| | - Guoping Zhou
- Department of Pediatrics, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China
| | - Jimei Wang
- Neonatal Department, Obstetrics and Gynecology Hospital of Fudan University, Shanghai 200011, China.
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Holland EA, Lo S, Kelly B, Schmid H, Cust AE, Palmer JM, Drummond M, Hayward NK, Pritchard AL, Mann GJ. FRAMe: Familial Risk Assessment of Melanoma-a risk prediction tool to guide CDKN2A germline mutation testing in Australian familial melanoma. Fam Cancer 2020; 20:231-239. [PMID: 32989607 DOI: 10.1007/s10689-020-00209-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2020] [Accepted: 09/19/2020] [Indexed: 11/30/2022]
Abstract
Germline mutations in CDKN2A greatly increase risk of developing cutaneous melanoma. We have constructed a risk prediction model, Familial Risk Assessment of Melanoma (FRAMe), for estimating the likelihood of carrying a heritable CDKN2A mutation among Australian families, where the prevalence of these mutations is low. Using logistic regression, we analysed characteristics of 299 Australian families recruited through the Sydney site of GenoMEL (international melanoma genetics consortium) with at least three cases of cutaneous melanoma (in situ and invasive) among first-degree blood relatives, for predictors of the presence of a pathogenic CDKN2A mutation. The final multivariable prediction model was externally validated in an independent cohort of 61 melanoma kindreds recruited through GenoMEL Queensland. Family variables independently associated with the presence of a CDKN2A mutation in a multivariable model were number of individuals diagnosed with melanoma under 40 years of age, number of individuals diagnosed with more than one primary melanoma, and number of individuals blood related to a melanoma case in the first degree diagnosed with any cancer excluding melanoma and non-melanoma skin cancer. The number of individuals diagnosed with pancreatic cancer was not independently associated with mutation status. The risk prediction model had an area under the receiver operating characteristic curve (AUC) of 0.851 (95% CI 0.793, 0.909) in the training dataset, and 0.745 (95%CI 0.612, 0.877) in the validation dataset. This model is the first to be developed and validated using only Australian data, which is important given the higher rate of melanoma in the population. This model will help to effectively identify families suitable for genetic counselling and testing in areas of high ambient ultraviolet radiation. A user-friendly electronic nomogram is available at www.melanomarisk.org.au .
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Affiliation(s)
- Elizabeth A Holland
- Centre for Cancer Research, Westmead Institute for Medical Research, University of Sydney, Westmead, NSW, 2145, Australia.
| | - Serigne Lo
- Melanoma Institute Australia, The University of Sydney, North Sydney, NSW, 2065, Australia
| | - Blake Kelly
- Centre for Cancer Research, Westmead Institute for Medical Research, University of Sydney, Westmead, NSW, 2145, Australia
| | - Helen Schmid
- Centre for Cancer Research, Westmead Institute for Medical Research, University of Sydney, Westmead, NSW, 2145, Australia
| | - Anne E Cust
- Melanoma Institute Australia, The University of Sydney, North Sydney, NSW, 2065, Australia.,Cancer Epidemiology and Prevention Research, Sydney School of Public Health, University of Sydney, Sydney, NSW, 2006, Australia
| | - Jane M Palmer
- Oncogenomics Group, QIMR Berghofer Medical Research Institute, Brisbane, QLD, 4005, Australia
| | - Martin Drummond
- Melanoma Institute Australia, The University of Sydney, North Sydney, NSW, 2065, Australia.,Cancer Epidemiology and Prevention Research, Sydney School of Public Health, University of Sydney, Sydney, NSW, 2006, Australia
| | - Nicholas K Hayward
- Oncogenomics Group, QIMR Berghofer Medical Research Institute, Brisbane, QLD, 4005, Australia
| | - Antonia L Pritchard
- Oncogenomics Group, QIMR Berghofer Medical Research Institute, Brisbane, QLD, 4005, Australia.,Genetics and Immunology, An L`ochran, University of the Highlands and Islands, Inverness, UK
| | - Graham J Mann
- Centre for Cancer Research, Westmead Institute for Medical Research, University of Sydney, Westmead, NSW, 2145, Australia.,Melanoma Institute Australia, The University of Sydney, North Sydney, NSW, 2065, Australia.,The John Curtin School of Medical Research, College of Health and Medicine, Australian National University, Canberra, ACT, 2601, Australia
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Gatta R, Vallati M, Fernandez-Llatas C, Martinez-Millana A, Orini S, Sacchi L, Lenkowicz J, Marcos M, Munoz-Gama J, Cuendet MA, de Bari B, Marco-Ruiz L, Stefanini A, Valero-Ramon Z, Michielin O, Lapinskas T, Montvila A, Martin N, Tavazzi E, Castellano M. What Role Can Process Mining Play in Recurrent Clinical Guidelines Issues? A Position Paper. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:E6616. [PMID: 32932877 PMCID: PMC7557817 DOI: 10.3390/ijerph17186616] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/08/2020] [Revised: 09/06/2020] [Accepted: 09/08/2020] [Indexed: 01/28/2023]
Abstract
In the age of Evidence-Based Medicine, Clinical Guidelines (CGs) are recognized to be an indispensable tool to support physicians in their daily clinical practice. Medical Informatics is expected to play a relevant role in facilitating diffusion and adoption of CGs. However, the past pioneering approaches, often fragmented in many disciplines, did not lead to solutions that are actually exploited in hospitals. Process Mining for Healthcare (PM4HC) is an emerging discipline gaining the interest of healthcare experts, and seems able to deal with many important issues in representing CGs. In this position paper, we briefly describe the story and the state-of-the-art of CGs, and the efforts and results of the past approaches of medical informatics. Then, we describe PM4HC, and we answer questions like how can PM4HC cope with this challenge? Which role does PM4HC play and which rules should be employed for the PM4HC scientific community?
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Affiliation(s)
- Roberto Gatta
- Dipartimento di Scienze Cliniche e Sperimentali dell’Università degli Studi di Brescia, 25128 Brescia, Italy;
| | - Mauro Vallati
- School of Computing and Engineering, University of Huddersfield, Huddersfield HD13DH, UK;
| | - Carlos Fernandez-Llatas
- PM4Health-SABIEN-ITACA, Universitat Politècnica de València, 46022 València, Spain; (C.F.-L.); (A.M.-M.); (Z.V.-R.)
- Department of Clinical Sciences, Intervention and Technology (CLINTEC), Karolinska Institutet, 171 77 Stockholm, Sweden
| | - Antonio Martinez-Millana
- PM4Health-SABIEN-ITACA, Universitat Politècnica de València, 46022 València, Spain; (C.F.-L.); (A.M.-M.); (Z.V.-R.)
| | - Stefania Orini
- Alzheimer Operative Unit, IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, 25128 Brescia, Italy;
| | - Lucia Sacchi
- Department of Electrical, Computer and Biomedical Engineering, Università di Pavia, 27100 Pavia, Italy;
| | - Jacopo Lenkowicz
- Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Roma, Italy;
| | - Mar Marcos
- Department of Computer Engineering and Science, Universitat Jaume I, 12071 Castelló de la Plana, Spain;
| | - Jorge Munoz-Gama
- Human & Process Research Lab (HAPLAB), Department of Computer Science, School of Engineering, Pontificia Universidad Católica de Chile, 3580000 Santiago, Chile;
| | - Michel A. Cuendet
- Department of Oncology, University Hospital of Lausanne, 1011 Lausanne, Switzerland; (M.C.); (O.M.); (E.T.)
- Swiss Institute of Bioinformatics, UNIL Sorge, 1015 Lausanne, Switzerland
| | - Berardino de Bari
- Radiation Oncology, Réseau Hospitalier Neuchâtelois, 2000 La Chaux-de-Fonds, Switzerland;
- Department of Oncology, Lausanne University Hospital, University of Lausanne, 1015 Lausanne, Switzerland
| | - Luis Marco-Ruiz
- Norwegian Centre for E-health Research, University Hospital of North Norway, 7439 Tromsø, Norway;
| | - Alessandro Stefanini
- Dipartimento di Ingegneria dell’energia dei sistemi del territorio e delle costruzioni, Università degli Studi di Pisa, 56126 Pisa, Italy;
| | - Zoe Valero-Ramon
- PM4Health-SABIEN-ITACA, Universitat Politècnica de València, 46022 València, Spain; (C.F.-L.); (A.M.-M.); (Z.V.-R.)
| | - Olivier Michielin
- Department of Oncology, University Hospital of Lausanne, 1011 Lausanne, Switzerland; (M.C.); (O.M.); (E.T.)
- Swiss Institute of Bioinformatics, UNIL Sorge, 1015 Lausanne, Switzerland
| | - Tomas Lapinskas
- Department of Cardiology, Medical Academy, Lithuanian University of Health Sciences, 44307 Kaunas, Lithuania;
| | - Antanas Montvila
- Department of Radiology, Medical Academy, Lithuanian University of Health Sciences, 44307 Kaunas, Lithuania;
| | - Niels Martin
- Data Analytics Laboratory, Vrije Universiteit Brussel, 1050 Ixelles, Belgium;
- Research Foundation Flanders (FWO), 1000 Brussel, Belgium
- Hasselt University, 3500 Hasselt, Belgium
| | - Erica Tavazzi
- Department of Oncology, University Hospital of Lausanne, 1011 Lausanne, Switzerland; (M.C.); (O.M.); (E.T.)
- Department of Information Engineering, Università degli Studi di Padova, 35122 Padova, Italy
| | - Maurizio Castellano
- Dipartimento di Scienze Cliniche e Sperimentali dell’Università degli Studi di Brescia, 25128 Brescia, Italy;
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Sarikaya Solak S, Yondem H, Cicin I. Evaluating sun protection behaviors and skin self-examination practices among the family members of melanoma patients in Turkey: A cross-sectional survey study. Dermatol Ther 2020; 33:e14268. [PMID: 32882080 DOI: 10.1111/dth.14268] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2020] [Revised: 08/19/2020] [Accepted: 08/30/2020] [Indexed: 11/28/2022]
Abstract
To evaluate the preventive practices in family members of melanoma patients regarding melanoma in Turkey and compare our results with similar studies by a literature review. A questionnaire-based, cross-sectional study was conducted in 52 participants over the age of 18 years. The questionnaire consisted of the items regarding melanoma risk factors, sun protection behaviors, skin self-examination (SSE), and family communication. Sun exposure (76.9%) and sunburns (69.2%) were relatively well-known melanoma risk factors. The knowledge of risk factors regarding phenotypical features were low (<50%). The participants who were at least high-school graduates had a significantly higher level of knowledge of risk factors. Compliance with sun protection measures (sunscreen, hat, sunglasses, long-sleeve shirt use) was low (19.2%-42.3%) on almost all items with the exception of shade seeking (73.1%). The most common reported reason for not applying sunscreen was not having a habit of sunscreen use. Only one third of the participants (32.7%) performed SSE. The most commonly reported reason for not performing SSE was not knowing the necessity of SSE. The number of participants who stated that they had received information from the melanoma patient about the disease was 19 (36.5%). We documented the knowledge, preventive measures, and family communication deficiency regarding melanoma among family members of melanoma patients. Results of our study may contribute to the development and implementation of educational programs and interventions targeting family members of the melanoma patients.
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Affiliation(s)
- Sezgi Sarikaya Solak
- Department of Dermatology and Venereology, Faculty of Medicine, Trakya University, Edirne, Turkey
| | - Haydar Yondem
- Department of Dermatology and Venereology, Faculty of Medicine, Trakya University, Edirne, Turkey
| | - Irfan Cicin
- Professor of Medical Oncology, Department of Medical Oncology, Faculty of Medicine, Trakya University, Edirne, Turkey
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36
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Barcaui CB, Miot HA. Profile of the use of dermoscopy among dermatologists in Brazil (2018). An Bras Dermatol 2020; 95:602-608. [PMID: 32718786 PMCID: PMC7563014 DOI: 10.1016/j.abd.2020.04.007] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2019] [Accepted: 04/15/2020] [Indexed: 11/30/2022] Open
Abstract
BACKGROUND Dermoscopy increases the diagnostic accuracy in dermatology. The aspects related to training, usage profile, or perceptions of usefulness of dermoscopy among dermatologists in Brazil have not been described. OBJECTIVES To evaluate the profile of the use of dermoscopy and the perception of the impact of the technique on clinical practice. METHODS The Brazilian Society of Dermatology invited all members to complete an online form with 20 items regarding demographic data, dermatological assistance, use of dermoscopy, and perceptions of the impact of the technique on clinical practice. The proportions between the categories were compared by analysis of residuals in contingency tables, and p-values < 0.01 were considered significant. RESULTS The answers from 815 associates (9.1% of those invited to participate) were assessed, 84% of whom were female, and 71% of whom were younger than 50 years of age. The use of dermoscopy was reported in the daily practice of 98% of dermatologists: 88% reported using it more than once a day. Polarized light dermoscopy was the most used method (83%) and pattern analysis was the most used algorithm (63%). The diagnosis and follow-up of melanocytic lesions was identified as the main use of the technique, while the benefit for the diagnosis of inflammatory lesions was acknowledged by less than half of the sample (42%). STUDY LIMITATIONS This was a non-randomized study. CONCLUSION Dermoscopy is incorporated into the clinical practice of almost all Brazilian dermatologists, and it is recognized for increasing diagnostic certainty in different contexts, especially for pigmented lesions.
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Affiliation(s)
- Carlos Baptista Barcaui
- Department of Dermatology, Hospital Universitário Pedro Ernesto, Universidade do Estado do Rio de Janeiro, Rio de Janeiro, RJ, Brazil.
| | - Helio Amante Miot
- Department of Dermatology and Radiotherapy, Faculdade de Medicina, Universidade Estadual Paulista, Botucatu, SP, Brazil
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Tiwari KA, Raišutis R, Liutkus J, Valiukevičienė S. Diagnostics of Melanocytic Skin Tumours by a Combination of Ultrasonic, Dermatoscopic and Spectrophotometric Image Parameters. Diagnostics (Basel) 2020; 10:diagnostics10090632. [PMID: 32858850 PMCID: PMC7555363 DOI: 10.3390/diagnostics10090632] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2020] [Revised: 08/22/2020] [Accepted: 08/25/2020] [Indexed: 12/12/2022] Open
Abstract
Dermatoscopy, high-frequency ultrasonography (HFUS) and spectrophotometry are promising quantitative imaging techniques for the investigation and diagnostics of cutaneous melanocytic tumors. In this paper, we propose the hybrid technique and automatic prognostic models by combining the quantitative image parameters of ultrasonic B-scan images, dermatoscopic and spectrophotometric images (melanin, blood and collagen) to increase accuracy in the diagnostics of cutaneous melanoma. The extracted sets of various quantitative parameters and features of dermatoscopic, ultrasonic and spectrometric images were used to develop the four different classification models: logistic regression (LR), linear discriminant analysis (LDA), support vector machine (SVM) and Naive Bayes. The results were compared to the combination of only two techniques out of three. The reliable differentiation between melanocytic naevus and melanoma were achieved by the proposed technique. The accuracy of more than 90% was estimated in the case of LR, LDA and SVM by the proposed method.
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Affiliation(s)
- Kumar Anubhav Tiwari
- Ultrasound Research Institute, Kaunas University of Technology, K. Baršausko St. 59, LT-51423 Kaunas, Lithuania;
- Correspondence: ; Tel.: +370-64694913
| | - Renaldas Raišutis
- Ultrasound Research Institute, Kaunas University of Technology, K. Baršausko St. 59, LT-51423 Kaunas, Lithuania;
| | - Jokūbas Liutkus
- Department of Skin and Venereal Diseases, Lithuanian University of Health Sciences, Eivenių str. 2, LT-50161 Kaunas, Lithuania; (J.L.); (S.V.)
| | - Skaidra Valiukevičienė
- Department of Skin and Venereal Diseases, Lithuanian University of Health Sciences, Eivenių str. 2, LT-50161 Kaunas, Lithuania; (J.L.); (S.V.)
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Garrido AQ, Wainstein AJA, Brandão MPA, de Vasconcellos Santos FA, Bittencourt FV, Ledsham C, Drummond-Lage AP. Diagnosis of Cutaneous Melanoma: the Gap Between the Knowledge of General Practitioners and Dermatologists in a Brazilian Population. JOURNAL OF CANCER EDUCATION : THE OFFICIAL JOURNAL OF THE AMERICAN ASSOCIATION FOR CANCER EDUCATION 2020; 35:819-825. [PMID: 32193871 DOI: 10.1007/s13187-020-01735-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
The early diagnosis of cutaneous melanoma provides less aggressive treatment reducing mortality. General practitioners are responsible for cancer diagnoses in the Brazilian Public Health System and therefore play a crucial role in the prevention and early detection of melanoma. To assess the melanoma knowledge of a primary healthcare physician, the general practitioner, compared to a dermatologist. General practitioners and dermatologists answered a questionnaire about melanoma and the management of suspected cases. The results of both groups were compared. The sample consisted of 80 specialists and 160 general practitioners. When asked about the "ABCDE" rule, 96.2% of the dermatologists knew about it, compared to 34.4% of the general practitioners. The percentage of dermatologists who examined the whole skin of the patient at high risk for melanoma was 90% vs. 24.5% amongst general practitioners. The most cited reasons for the absence of the examination of patients at risk for melanoma were lack of time at the consultations (17.6% specialists, 66.1% generalists) and an excessive number of patients (17.6% specialists, 61.5% generalists). General practitioner has less knowledge about melanoma compared to the dermatologists and presents deficient behaviors about patients at risk or who have suspicious lesions, indicating the need for training and continuing education.
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Affiliation(s)
- Andrea Quadros Garrido
- Faculdade Ciências Médicas de Minas Gerais, School of Medicine, Alameda Ezequiel Dias 275, Belo Horizonte, 30130-110, Brazil
| | - Alberto Julius Alves Wainstein
- Faculdade Ciências Médicas de Minas Gerais, School of Medicine, Alameda Ezequiel Dias 275, Belo Horizonte, 30130-110, Brazil
| | - Marina Patrus Ananias Brandão
- Faculdade Ciências Médicas de Minas Gerais, School of Medicine, Alameda Ezequiel Dias 275, Belo Horizonte, 30130-110, Brazil
| | | | | | - Carolina Ledsham
- Faculdade Ciências Médicas de Minas Gerais, School of Medicine, Alameda Ezequiel Dias 275, Belo Horizonte, 30130-110, Brazil
| | - Ana Paula Drummond-Lage
- Faculdade Ciências Médicas de Minas Gerais, School of Medicine, Alameda Ezequiel Dias 275, Belo Horizonte, 30130-110, Brazil.
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Moncrieff MD, Underwood B, Garioch JJ, Heaton M, Patel N, Bastiaannet E, Hoekstra-Weebers JEHM, Hoekstra HJ. The MelFo Study UK: Effects of a Reduced-Frequency, Stage-Adjusted Follow-Up Schedule for Cutaneous Melanoma 1B to 2C Patients After 3-Years. Ann Surg Oncol 2020; 27:4109-4119. [PMID: 32623608 PMCID: PMC7497689 DOI: 10.1245/s10434-020-08758-2] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2020] [Indexed: 12/14/2022]
Abstract
Background Evidence-based guidelines for follow-up treatment of American Joint Committee on Cancer (AJCC) stages 1B to 2C melanoma patients are lacking. The MELanoma FOllow-up study is an international phase 3 randomized trial, and the 3-year interim data were recently reported from the Netherlands. The study was undertaken concurrently with a British cohort for comparison and validation of the Dutch study. Methods The study enrolled and stratified 207 patients by AJCC stage. The conventional schedule group (CSG; n = 103) cohort was reviewed as per UK guidelines. The experimental schedule group (ESG; n = 104) cohort was reviewed in a reduced-frequency nurse-led, consultant-supervised clinic. Quality of life (QoL) was measured at baseline (T1), a 1 year (T2), and at 3 years (T3) using the State-Trait Anxiety Inventory, the Cancer Worry Scale, the Impact-of-Event Scale, and the Mental and Physical Component scales (PCS/MCS) of the RAND-36. Results Of the 207 QoL questionnaires, 170 (82.1%) were completed at T3. Both cohorts expressed high satisfaction (> 93%) with their regimens. At T3, no significant group effect was found on any patient-reported outcome measures scores, indicating no QoL difference between the follow-up protocols. Recurrence had developed in 33 patients Conventional follow-up (CFU), 16 [15.5%]; Experimental follow-up (EFU), 17 [16.3%]. Self-examination was the method of detection for 12 ESG patients (70.6%) and 11 CSG patients (68.8%). The melanoma-specific survival was identical. Conclusion The UK 3-year data were consistent with the previous Dutch report. The reduced follow-up strategy was shown to be safe, with significant resource usage benefits for national cancer services. Patient anxiety levels were not increased by a less-intensive follow-up regimen, and acceptance was high. The study data indicate that patient self-examination is very effective for recurrence detection.
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Affiliation(s)
- Marc D Moncrieff
- Department of Plastic and Reconstructive Surgery, Norfolk and Norwich University Hospital, Norwich, UK. .,University of East Anglia, Norwich Research Park, Norwich, Norfolk, NR4 7TJ, UK.
| | - Beverly Underwood
- Department of Plastic and Reconstructive Surgery, Norfolk and Norwich University Hospital, Norwich, UK
| | - Jennifer J Garioch
- Department of Dermatology, Norfolk and Norwich University Hospital, Norwich, UK
| | - Martin Heaton
- Department of Plastic and Reconstructive Surgery, Norfolk and Norwich University Hospital, Norwich, UK
| | - Nakul Patel
- Department of Plastic and Reconstructive Surgery, Norfolk and Norwich University Hospital, Norwich, UK
| | | | - Josette E H M Hoekstra-Weebers
- University Medical Center Groningen, Wenckebach Institute, University of Groningen, Groningen, The Netherlands.,Netherlands Comprehensive Cancer Organisation, Groningen, The Netherlands
| | - Harald J Hoekstra
- Department of Surgical Oncology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
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40
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Marital Status and Survival in Patients Diagnosed with Melanoma. Dermatol Res Pract 2020; 2020:2485401. [PMID: 32411190 PMCID: PMC7212327 DOI: 10.1155/2020/2485401] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2019] [Accepted: 01/06/2020] [Indexed: 01/04/2023] Open
Abstract
Introduction Previous research suggests the presence of a spouse may considerably affect melanoma detection rates through more frequent examinations, better access to healthcare, and improved social support. Yet, the role of marital status on melanoma survival is currently unknown. The aim of this study is to assess whether marital status is associated with survival following melanoma diagnosis. Methods We performed secondary analysis of data from all participants of the Florida Cancer Data System (FCDS) and included adult melanoma patients diagnosed between 2001 and 2009 with follow-up information available until 2015. Marital status was categorized as single, married, divorced, or widowed. The primary outcome was survival interval after melanoma diagnosis, which was assessed according to the time from the date of diagnosis to the time of death or last contact. Cox proportional hazard models were used to assess the independent association between marital status and survival. Results We assessed data from 36,578 melanoma patients. Married patients were significantly more likely to survive than single patients (Hazard ratio (HR) = 0.65; 99% Confidence Interval (CI): 0.57–0.74; P < 0.001) after adjusting for age, sex, race, ethnicity, geographic location, insurance status, tobacco use, primary site, stage, and histology. There was no evidence of effect modification by gender (P=0.189). Conclusions Married patients, including both men and women, had a 35% reduction in the risk of death after melanoma diagnosis compared with single patients, and mechanisms independent of earlier detection, such as social support, may play a role in survival in patients with melanoma.
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41
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Coroiu A, Moran C, Bergeron C, Thombs BD, Geller AC, Kingsland E, Körner A. Operationalization of skin self-examination in randomized controlled trials with individuals at increased risk for melanoma: A systematic review. PATIENT EDUCATION AND COUNSELING 2020; 103:1013-1026. [PMID: 31917011 DOI: 10.1016/j.pec.2019.12.009] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/09/2019] [Revised: 11/25/2019] [Accepted: 12/11/2019] [Indexed: 06/10/2023]
Abstract
OBJECTIVE To investigate how skin self-examination was operationalized and the psychometric properties of the scales used to assess this behavior in randomized controlled trials (RCTs) testing interventions that promote SSE among individuals at increased risk for melanoma. METHOD Eight scientific databases (e.g., Medline, EMBASE, CINAHL, PsycINFO) and four trial registries (e.g., Clinicaltrials.gov, UK Clinical Trails Gateway) were searched from inception through April 2, 2019. Three reviewers carried out the selection of relevant trials and conducted data extraction. RESULTS The review identified 13 unique RCT's. The definition of skin self-exams, extrapolated from instructions provided to participants during the trials and reported in only 6/13 trials, included periodically checking the skin of the entire body, individually or with partners/mirrors, with or without tracking or monitoring tools, and using the ABCDE criteria to identify early signs of melanoma. There was variability in how skin self-examination behavior was measured with respect to item content, number of items, response format, and type of outcome variable used: continuous or binary). No validity evidence and minimal reliability evidence for the measures were identified. CONCLUSIONS AND PRACTICE IMPLICATIONS Future studies are needed to establish the psychometric properties of measures assessing skin self-examination.
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Affiliation(s)
- Adina Coroiu
- Department of Social and Behavioral Sciences, Harvard T.H. Chan School of Public Health, Boston, MA, United States; Department of Educational and Counselling Psychology, McGill University, Montréal, Quebec, Canada.
| | - Chelsea Moran
- Department of Psychology, University of Calgary, Calgary, Alberta, Canada
| | - Catherine Bergeron
- Department of Educational and Counselling Psychology, McGill University, Montréal, Quebec, Canada
| | - Brett D Thombs
- Department of Educational and Counselling Psychology, McGill University, Montréal, Quebec, Canada; Lady Davis Institute for Medical Research, Jewish General Hospital, Montréal, Quebec, Canada; Department of Psychiatry, McGill University, Montréal, Quebec, Canada; Department of Epidemiology, Biostatistics and Occupational Health, McGill University, Montréal, Quebec, Canada; Department of Medicine, McGill University, Montréal, Quebec, Canada; Department of Psychology, McGill University, Montréal, Quebec, Canada
| | - Alan C Geller
- Department of Social and Behavioral Sciences, Harvard T.H. Chan School of Public Health, Boston, MA, United States
| | - Emily Kingsland
- McGill Library and Archives, McGill University, Montréal, Canada
| | - Annett Körner
- Department of Social and Behavioral Sciences, Harvard T.H. Chan School of Public Health, Boston, MA, United States; Lady Davis Institute for Medical Research, Jewish General Hospital, Montréal, Quebec, Canada; Louise Granofsky Psychosocial Oncology Program, Segal Cancer Center, Montreal, Canada; Psychosocial Oncology Program, McGill University Health Centre, Montreal, Canada
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Cust AE, Badcock C, Smith J, Thomas NE, Haydu LE, Armstrong BK, Law MH, Thompson JF, Kanetsky PA, Begg CB, Shi Y, Kricker A, Orlow I, Sharma A, Yoo S, Leong SF, Berwick M, Ollila DW, Lo S. A risk prediction model for the development of subsequent primary melanoma in a population-based cohort. Br J Dermatol 2020; 182:1148-1157. [PMID: 31520533 PMCID: PMC7069770 DOI: 10.1111/bjd.18524] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/08/2019] [Indexed: 01/06/2023]
Abstract
BACKGROUND Guidelines for follow-up of patients with melanoma are based on limited evidence. OBJECTIVES To guide skin surveillance, we developed a risk prediction model for subsequent primary melanomas, using demographic, phenotypical, histopathological, sun exposure and genomic risk factors. METHODS Using Cox regression frailty models, we analysed data for 2613 primary melanomas from 1266 patients recruited to the population-based Genes, Environment and Melanoma study in New South Wales, Australia, with a median of 14 years' follow-up via the cancer registry. Discrimination and calibration were assessed. RESULTS The median time to diagnosis of a subsequent primary melanoma decreased with each new primary melanoma. The final model included 12 risk factors. Harrell's C-statistic was 0·73 [95% confidence interval (CI) 0·68-0·77], 0·65 (95% CI 0·62-0·68) and 0·65 (95% CI 0·61-0·69) for predicting second, third and fourth primary melanomas, respectively. The risk of a subsequent primary melanoma was 4·75 times higher (95% CI 3·87-5·82) for the highest vs. the lowest quintile of the risk score. The mean absolute risk of a subsequent primary melanoma within 5 years was 8·0 ± SD 4.1% after the first primary melanoma, and 46·8 ± 15·0% after the second, but varied substantially by risk score. CONCLUSIONS The risk of developing a subsequent primary melanoma varies considerably between individuals and is particularly high for those with two or more primary melanomas. The risk prediction model and its associated nomograms enable estimation of the absolute risk of subsequent primary melanoma, on the basis of on an individual's risk factors, and can be used to tailor surveillance intensity, communicate risk and provide patient education. What's already known about this topic? Current guidelines for the frequency and length of follow-up to detect new primary melanomas in patients with one or more previous primary melanomas are based on limited evidence. People with one or more primary melanomas have, on average, a higher risk of developing another primary invasive melanoma, compared with the general population, but an accurate way of estimating individual risk is needed. What does this study add? We provide a comprehensive risk prediction model for subsequent primary melanomas, using data from 1266 participants with melanoma (2613 primary melanomas), over a median 14 years' follow-up. The model includes 12 risk factors comprising demographic, phenotypical, histopathological and genomic factors, and sun exposure. It enables estimation of the absolute risk of subsequent primary melanomas, and can be used to tailor surveillance intensity, communicate individual risk and provide patient education.
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Affiliation(s)
- A E Cust
- Cancer Epidemiology and Prevention Research, Sydney School of Public Health, The University of Sydney, Sydney, Australia
- Melanoma Institute Australia, The University of Sydney, Sydney, Australia
| | - C Badcock
- Cancer Epidemiology and Prevention Research, Sydney School of Public Health, The University of Sydney, Sydney, Australia
| | - J Smith
- Cancer Epidemiology and Prevention Research, Sydney School of Public Health, The University of Sydney, Sydney, Australia
| | - N E Thomas
- Lineberger Comprehensive Cancer Center, Chapel Hill, NC, U.S.A
- Department of Dermatology, University of North Carolina, Chapel Hill, NC, U.S.A
| | - L E Haydu
- University of Texas MD Anderson Cancer Center, Houston, TX, U.S.A
| | - B K Armstrong
- Cancer Epidemiology and Prevention Research, Sydney School of Public Health, The University of Sydney, Sydney, Australia
| | - M H Law
- Statistical Genetics, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - J F Thompson
- Melanoma Institute Australia, The University of Sydney, Sydney, Australia
| | - P A Kanetsky
- Department of Cancer Epidemiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, U.S.A
| | - C B Begg
- Department of Dermatology, University of North Carolina, Chapel Hill, NC, U.S.A
| | - Y Shi
- Department of Internal Medicine, University of New Mexico Cancer Center, University of New Mexico, Albuquerque, NM, U.S.A
- Department of Population Health Sciences, Medical College of Georgia, Augusta University, Augusta, GA, U.S.A
| | - A Kricker
- Cancer Epidemiology and Prevention Research, Sydney School of Public Health, The University of Sydney, Sydney, Australia
| | - I Orlow
- Department of Epidemiology and Biostatistics, Memorial Sloan-Kettering Cancer Center, New York, NY, U.S.A
| | - A Sharma
- Department of Epidemiology and Biostatistics, Memorial Sloan-Kettering Cancer Center, New York, NY, U.S.A
| | - S Yoo
- Department of Epidemiology and Biostatistics, Memorial Sloan-Kettering Cancer Center, New York, NY, U.S.A
| | - S F Leong
- Department of Epidemiology and Biostatistics, Memorial Sloan-Kettering Cancer Center, New York, NY, U.S.A
| | - M Berwick
- Department of Internal Medicine, University of New Mexico Cancer Center, University of New Mexico, Albuquerque, NM, U.S.A
| | - D W Ollila
- Lineberger Comprehensive Cancer Center, Chapel Hill, NC, U.S.A
- Department of Surgery, University of North Carolina, Chapel Hill, NC, U.S.A
| | - S Lo
- Melanoma Institute Australia, The University of Sydney, Sydney, Australia
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Song LB, Zhang QJ, Hou XY, Xiu YY, Chen L, Song NH, Lu Y. A twelve-gene signature for survival prediction in malignant melanoma patients. ANNALS OF TRANSLATIONAL MEDICINE 2020; 8:312. [PMID: 32355756 PMCID: PMC7186619 DOI: 10.21037/atm.2020.02.132] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Background Melanoma is defined as a highly mutational heterogeneous disease containing numerous alternations of the molecule. However, due to the phenotypically and genetically heterogeneity of malignant melanoma, conventional clinical characteristics remain restricted or limited in the ability to accurately predict individual outcomes and survival. This study aimed to establish an accurate gene expression signature to predict melanoma prognosis. Methods In this study, we established an RNA sequencing-based 12-gene signature data of melanoma patients obtained from 2 independent databases: the Cancer Genome Atlas (TCGA) database and the Gene Expression Omnibus (GEO) database. We evaluated the quality of each gene to predict survival conditions in each database by employing univariate and multivariate regression models. A prognostic risk score based on a prognostic signature was determined. This prognostic gene signature further classified patients into low-risk and high-risk groups. Results Based on a prognostic signature, a prognostic risk score was determined. This prognostic gene signature further divided the patients into low-risk and high-risk groups. In the chemotherapy and radiotherapy groups of the TCGA cohort and V-raf murine sarcoma viral oncogene homolog B1 (BRAF) expression group in the GEO cohort, patients in the low-risk group had a longer survival duration compared to patients in the high-risk group. Nevertheless, the immunotherapy group in the TCGA database and neuroblastoma RAS viral oncogene homolog (NRAS) expression group in the GEO database had no significant differences in statistics. Moreover, this gene signature was associated with patient prognosis regardless of whether the Breslow depth was greater than or less than 3.75 mm. Stratified gene set enrichment analysis (GSEA) revealed that certain immune-related pathways, such as the T-cell signaling pathway, chemokine signaling pathway, and primary immunodeficiency, were significantly enriched in the low-risk group of both TCGA and GEO cohorts. This information implied the immune-related properties of the 12-gene signature. Conclusions Our study emphasizes the significance of the gene expression signature in that it may be an indispensable prognostic predictor in melanoma and has great potential for application in personalized treatment.
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Affiliation(s)
- Le-Bin Song
- Department of Dermatology, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China
| | - Qi-Jie Zhang
- Department of Urology, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China
| | - Xiao-Yuan Hou
- Department of Dermatology, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China
| | - Yan-Yan Xiu
- Department of Dermatology, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China
| | - Lin Chen
- Department of Dermatology, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China
| | - Ning-Hong Song
- Department of Urology, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China
| | - Yan Lu
- Department of Dermatology, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China
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Coroiu A, Moran C, Bergeron C, Drapeau M, Wang B, Kezouh A, Ernst J, Batist G, Körner A. Short and long-term barriers and facilitators of skin self-examination among individuals diagnosed with melanoma. BMC Cancer 2020; 20:123. [PMID: 32059700 PMCID: PMC7023754 DOI: 10.1186/s12885-019-6476-5] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2019] [Accepted: 12/17/2019] [Indexed: 12/21/2022] Open
Abstract
Background Melanoma can be lethal if not detected early and treated. Early detection can be facilitated via skin self-examination (SSE) and as such, SSE is part of melanoma follow-up care for individuals with a prior history, who face a life-long risk of reoccurrence. The objective of the current study was to identify short- and long-term predictors of SSE among melanoma survivors to inform future prevention interventions in high-risk groups. Method This is an observational study with longitudinal assessments conducted with adult melanoma patients in active follow-up care. Primary outcome measures Behavioral outcomes, comprehensive SSE (checking up to 5 body areas in the last 3 months) and optimal SSE (checking the entire body at least monthly in the last 3 months) were assessed at 3, 12, and 24 months post a dermatological educational session on skin cancer prevention. T tests and chi square analyses were used to examine changes in outcomes from 3 to 12 and 24 months. Linear and logistic regression models were used to examine the association between predictors and the primary outcomes. Results Comprehensive SSE did not decrease significantly from 3 (M = 2.7, SD = 1.1) to 12 (M = 2.6, SD = 1.2) and 24 months (M = 2.4, SD = 1.2) post the education session, with the stronger predictor at all timepoints being intentions to perform SSE. Optimal SSE was higher at 3 months (59%) compared to 12 (46%) and 24 months (34%), with key predictors including self-efficacy and intentions to perform SSE and male sex at 3 months post; self-efficacy and reliance on medical advice at 12 months; and (lower) education and self-efficacy at 24 months. Conclusions The key findings of this study are that 1) survivors maintain SSE behaviour over time, but rates of SSE performed in agreement with medical recommendations are higher immediately post standard dermatological education (i.e. usual care) and decrease somewhat over a 24-month period; and 2) the strongest psycho-social predictors of SSE are intentions and self-efficacy to perform the behavior, which are highly modifiable, for example via motivational interviewing and goal setting health interventions.
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Affiliation(s)
- Adina Coroiu
- Department of Social and Behavioral Sciences, Harvard T.H. Chan School of Public Health, Boston, MA, USA.,Department of Educational and Counselling Psychology, McGill University, Montréal, Quebec, Canada
| | - Chelsea Moran
- Department of Psychology, University of Calgary, Calgary, Canada
| | - Catherine Bergeron
- Department of Educational and Counselling Psychology, McGill University, Montréal, Quebec, Canada
| | - Martin Drapeau
- Department of Educational and Counselling Psychology, McGill University, Montréal, Quebec, Canada.,Department of Psychiatry, McGill University, Montréal, Canada
| | - Beatrice Wang
- Gerald Bronfman Department of Oncology, McGill University Health Center, Montréal, Canada
| | - Abbas Kezouh
- Department of Epidemiology, Biostatistics, and Occupational Health, McGill University, Montréal, Canada
| | - Jochen Ernst
- Department of Medical Psychology and Medical Sociology, University of Leipzig, Leipzig, Germany.
| | - Gerald Batist
- Department of Medicine, McGill University, Montréal, Canada.,Department of Oncology, Sir Mortimer B. Davis-Jewish General Hospital, Montréal, Canada.,Department of Oncology, McGill University, Montréal, Canada.,Segal Cancer Centre, Montréal, Canada.,Centre for Translational Research in Cancer, McGill University, Montréal, Canada
| | - Annett Körner
- Department of Educational and Counselling Psychology, McGill University, Montréal, Quebec, Canada.,Department of Oncology, McGill University, Montréal, Canada.,Lady Davis Institute for Medical Research, Jewish General Hospital, Montréal, Canada.,Louise Granofsky Psychosocial Oncology Program, Segal Cancer Center, Montreal, Canada.,Psychosocial Oncology Program, McGill University Health Centre, Montreal, Canada
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45
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Habgood E, Walter FM, O'Hare E, McIntosh J, McCormack C, Emery JD. Using an electronic self-completion tool to identify patients at increased risk of melanoma in Australian primary care. Australas J Dermatol 2020; 61:231-236. [PMID: 32050041 DOI: 10.1111/ajd.13244] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2019] [Revised: 12/17/2019] [Accepted: 01/05/2020] [Indexed: 11/30/2022]
Abstract
BACKGROUND/OBJECTIVES Some international guidelines recommend a risk-based approach to screening for melanoma, but few suggest how to account for multiple risk factors or how to implement risk-based screening in practice. This study investigated the acceptability and feasibility of identifying patients at increased risk of melanoma in Australian general practice using a self-completed risk assessment tool. Stratification of risk was based on the validated Williams melanoma risk prediction model. METHODS Patients and companions aged 18 or older in Australian general practices were approached in the waiting room and invited to enter information about their melanoma risk factors into the tool using an iPad. Acceptability was measured by the proportion of people willing to participate from those invited and feasibility by the number of people able to complete the tool unaided. Risk of developing melanoma was stratified into four risk categories using the Williams model. RESULTS 1535 (90.4%) participants were recruited from two general practices. Only 200 participants (13%) needed assistance to complete the tool. The mean risk score for participants was 15.2 (±SD 9.8). The Williams model estimated between 5% and 19% of the sample were at increased risk accounting for an estimated 30% to 60% of future incident melanomas. CONCLUSIONS A risk-stratified tool using the Williams model was acceptable and feasible for patients to self-complete in general practice clinics. This could be an effective way to identify people in primary care for implementing risk-based targeted melanoma screening and prevention.
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Affiliation(s)
- Emily Habgood
- Department of General Practice and Centre for Cancer Research, University of Melbourne, Melbourne, Australia
| | - Fiona M Walter
- Department of General Practice and Centre for Cancer Research, University of Melbourne, Melbourne, Australia.,Primary Care Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Erin O'Hare
- Department of General Practice and Centre for Cancer Research, University of Melbourne, Melbourne, Australia
| | - Jennifer McIntosh
- Department of General Practice and Centre for Cancer Research, University of Melbourne, Melbourne, Australia
| | - Chris McCormack
- Department of Surgical Oncology, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Jon D Emery
- Department of General Practice and Centre for Cancer Research, University of Melbourne, Melbourne, Australia.,Primary Care Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
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Mir JF, Estrada-Campmany M, Heredia A, Rodríguez-Caba C, Alcalde M, Espinosa N, Monnier J, Pérez-Anker J, Yélamos O, Puig S, Bosch N, Malvehy J. Role of community pharmacists in skin cancer screening: A descriptive study of skin cancer risk factors prevalence and photoprotection habits in Barcelona, Catalonia, Spain. Pharm Pract (Granada) 2019; 17:1455. [PMID: 31592287 PMCID: PMC6763307 DOI: 10.18549/pharmpract.2019.3.1455] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2019] [Accepted: 07/28/2019] [Indexed: 01/05/2023] Open
Abstract
Background: Skin cancer incidence is increasing alarmingly, despite current efforts
trying to improve its early detection. Community pharmacists have proven
success in implementing screening protocols for a number of diseases because
of their skills and easy access. Objective: To evaluate the prevalence of skin cancer risk factors and the
photoprotection habits with a questionnaire in community pharmacy users. Methods: A research group consisting of pharmacists and dermatologists conducted a
descriptive cross-sectional study to assess photoprotection habits and skin
cancer risk factors by using a validated questionnaire in 218 community
pharmacies in Barcelona from May 23rd to June 13th
2016. All participants received health education on photoprotection and skin
cancer prevention. Patients with ≥1 skin cancer risk factor were
referred to their physician, as they needed further screening of skin
cancer. Results: A total of 5,530 participants were evaluated. Of those, only 20.2%
participants had received a total body skin examination for skin cancer
screening in the past by a physician and 57.1% reported using a SPF
50+ sunscreen. 53.9% participants presented ≥1 skin cancer
risk factor: 11.8% participants reported having skin cancer familial
history and 6.2% reported skin cancer personal history; pharmacists
found ≥10 melanocytic nevi in 43.8% participants and
chronically sun-damaged skin in 21.4%. Lesions suspicious for
melanoma were reported in 10.9% of the participants and urgent
dermatological evaluation was recommended. Conclusions: Pharmacists can detect people with skin cancer risk factors amongst their
users. This intervention can be considered in multidisciplinary strategies
of skin cancer screening.
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Affiliation(s)
- Joan F Mir
- Consultant Pharmacist in Research and Projects Area. Barcelona Pharmacists Association (COFB). Barcelona (Spain).
| | - Maria Estrada-Campmany
- Consultant Pharmacist in Research and Projects Area. Barcelona Pharmacists Association (COFB). Barcelona (Spain).
| | - Anna Heredia
- Professional Relations Manager. Barcelona Pharmacists Association (COFB). Barcelona (Spain).
| | - Cristina Rodríguez-Caba
- Head of Department of Continuous Professional Development. Barcelona Pharmacists Association (COFB). Barcelona (Spain).
| | - Marta Alcalde
- Community Pharmacist. Dermopharmacy and Medical Devices Area. Barcelona Pharmacists Association (COFB). Barcelona (Spain).
| | - Natalia Espinosa
- Dermatologist. Melanoma Unit, Dermatology Department, IDIBAPS-Hospital Clinic. Barcelona (Spain).
| | - Jilliana Monnier
- Dermatologist. Melanoma Unit, Dermatology Department, IDIBAPS-Hospital Clinic. Barcelona (Spain).
| | - Javiera Pérez-Anker
- Dermatologist. Melanoma Unit, Dermatology Department, IDIBAPS-Hospital Clinic. Barcelona (Spain).
| | - Oriol Yélamos
- Dermatologist. Melanoma Unit, Dermatology Department, IDIBAPS-Hospital Clinic. Barcelona (Spain).
| | - Susana Puig
- Dermatologist. Melanoma Unit, Dermatology Department, IDIBAPS-Hospital Clinic. Barcelona; & Biomedical Research Networking Centers Consortium, Institute of Health Carlos III (CIBER-ISCIII). Barcelona (Spain).
| | - Núria Bosch
- Community Pharmacist. Dermopharmacy and Medical Devices Area. Barcelona Pharmacists Association (COFB). Barcelona (Spain).
| | - Josep Malvehy
- Dermatologist. Melanoma Unit, Dermatology Department, Hospital Clínic de Barcelona. Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS).Centro de Investigación Biomédica en Red (CIBER), Instituto Carlos III, Barcelona (Spain).
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Deckers EA, Hoekstra-Weebers JEHM, Damude S, Francken AB, Ter Meulen S, Bastiaannet E, Hoekstra HJ. The MELFO Study: A Multicenter, Prospective, Randomized Clinical Trial on the Effects of a Reduced Stage-Adjusted Follow-Up Schedule on Cutaneous Melanoma IB-IIC Patients-Results After 3 Years. Ann Surg Oncol 2019; 27:1407-1417. [PMID: 31535302 PMCID: PMC7138761 DOI: 10.1245/s10434-019-07825-7] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2018] [Indexed: 11/18/2022]
Abstract
Background This study compares well-being, recurrences, and deaths of early-stage cutaneous melanoma patients in follow-up, as recommended in the Dutch guideline, with that of patients in a stage-adjusted reduced follow-up schedule, 3 years after diagnosis, as well as costs. Methods Overall, 180 eligible pathological American Joint Committee on Cancer (AJCC) stage IB–IIC, sentinel node staged, melanoma patients (response rate = 87%, 48% male, median age 57 years), randomized into a conventional (CSG, n = 93) or experimental (ESG, n = 87) follow-up schedule group, completed patient-reported outcome measures (PROMs) at diagnosis (T1): State-Trait Anxiety Inventory–State version (STAI-S), Cancer Worry Scale (CWS), Impact of Event Scale (IES), and RAND-36 (Mental and Physical Component scales [PCS/MCS]). Three years later (T3), 110 patients (CSG, n = 56; ESG, n = 54) completed PROMs, while 42 declined (23%). Results Repeated measures analyses of variance (ANOVAs) showed a significant group effect on the IES (p = 0.001) in favor of the ESG, and on the RAND-36 PCS (p = 0.02) favoring the CSG. Mean IES and CWS scores decreased significantly over time, while those on the RAND-36 MCS and PCS increased. Effect sizes were small. Twenty-five patients developed a recurrence or second primary melanoma, of whom 13 patients died within 3 years. Cox proportional hazards models showed no differences between groups in recurrence-free survival (hazard ratio [HR] 0.71 [0.32–1.58]; p = 0.400) and disease-free survival (HR 1.24 [0.42–3.71]; p = 0.690). Costs per patient after 3 years (computed for 77.3% of patients) were 39% lower in the ESG. Conclusion These results seemingly support the notion that a stage-adjusted reduced follow-up schedule forms an appropriate, safe, and cost-effective alternative for pathological AJCC stage IB–IIC melanoma patients to the follow-up regimen as advised in the current melanoma guideline.
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Affiliation(s)
- Eric A Deckers
- Department of Surgical Oncology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Josette E H M Hoekstra-Weebers
- Wenckebach Institute, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands.,Netherlands Comprehensive Cancer Organization, Utrecht, The Netherlands
| | - Samantha Damude
- Department of Surgical Oncology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | | | - Sylvia Ter Meulen
- Skin-Melanoma Clinic, Netherlands Cancer Institute/Antoni van Leeuwenhoek, Amsterdam, The Netherlands
| | - Esther Bastiaannet
- Department of Surgical Oncology, Leiden University Medical Center, Leiden, The Netherlands
| | - Harald J Hoekstra
- Department of Surgical Oncology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands.
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OCT in the diagnosis of head and neck pre-cancerous and cancerous cutaneous lesions: An immediate ex vivo study. Photodiagnosis Photodyn Ther 2019; 27:481-486. [DOI: 10.1016/j.pdpdt.2019.07.019] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2019] [Revised: 07/24/2019] [Accepted: 07/26/2019] [Indexed: 11/23/2022]
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Galván I, Inácio Â, Dañino M, Corbí-Llopis R, Monserrat MT, Bernabeu-Wittel J. High SLC7A11 expression in normal skin of melanoma patients. Cancer Epidemiol 2019; 62:101582. [PMID: 31419780 DOI: 10.1016/j.canep.2019.101582] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2019] [Revised: 07/23/2019] [Accepted: 08/05/2019] [Indexed: 12/15/2022]
Abstract
BACKGROUND Melanoma is one of the highest metastatic cancers and its incidence is rapidly increasing. A great effort has been devoted to determine gene mutations and expression profiles in melanoma cells, but less attention has been given to the possible influence of melanin synthesis in melanocytes on melanomagenesis. SLC7A11 encodes the cystine/glutamate antiporter xCT and its expression increases the antioxidant capacity of cells by providing cysteine that may be used for glutathione (GSH) synthesis. Melanocytes, however, can also use cysteine for pheomelanin synthesis and pigmentation. Therefore, pheomelanin synthesis may lead to chronic oxidative stress. Possible consequences of this for melanomagenesis have never been explored. METHODS We quantified the expression of SLC7A11 and other genes that are involved in the synthesis of pheomelanin but do not regulate the transport of cysteine from the extracellular medium to the cytosol (CTNS, MC1R, ASIP and SLC45A2) in non-tumorous skin of 45 patients of cutaneous melanoma and 50 healthy individuals. We controlled for the effects of Fitzpatrick skin type, age, gender, body mass, frequency of sun exposure and sunburns and number of melanocytic nevi, as well as for the intrinsic antioxidant capacity as given by the expression of the gene NFE2L2. RESULTS The expression of SLC7A11, but not of the other genes, was significantly higher in melanoma patients than in healthy individuals. This was independent of phenotypic factors and antioxidant capacity, thus supporting an effect of pheomelanin-induced oxidative stress on melanomagenesis. CONCLUSION Our findings indicate that SLC7A11 downregulation in normal epidermal melanocytes may represent a preventive treatment against melanoma.
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Affiliation(s)
- Ismael Galván
- Department of Evolutionary Ecology, Doñana Biological Station, Consejo Superior de Investigaciones Científicas (CSIC), C/ Américo Vespucio 26, 41092 Sevilla, Spain.
| | - Ângela Inácio
- Laboratório de Genética, Instituto de Saúde Ambiental, Faculdade de Medicina, Universidade de Lisboa, Av. Professor Egas Moniz, Edifício Egas Moniz, 1649-028 Lisboa, Portugal
| | - María Dañino
- Department of Dermatology, Virgen del Rocío University Hospital, Avda. Manuel Siurot s/n, 41013 Sevilla, Spain
| | - Rosa Corbí-Llopis
- Department of Dermatology, Virgen del Rocío University Hospital, Avda. Manuel Siurot s/n, 41013 Sevilla, Spain
| | - María T Monserrat
- Department of Dermatology, Virgen del Rocío University Hospital, Avda. Manuel Siurot s/n, 41013 Sevilla, Spain
| | - José Bernabeu-Wittel
- Department of Dermatology, Virgen del Rocío University Hospital, Avda. Manuel Siurot s/n, 41013 Sevilla, Spain
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Heckman CJ, Handorf E, Auerbach MV. Prevalence and Correlates of Skin Cancer Screening Among Indoor Tanners and Nontanners. JAMA Dermatol 2019; 154:554-560. [PMID: 29617518 DOI: 10.1001/jamadermatol.2018.0163] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
Importance The US Food and Drug Administration recommends that indoor tanners (ITs) be screened regularly for skin cancer (SC). Objective To investigate the association between indoor tanning and SC screening. Design, Setting, and Participants The 2015 National Health Interview Survey was a multistage, clustered, cross-sectional design with 30 352 US adults participating. The response rate for the sample adult data used in this study was 55.20% after excluding 1099 individuals who reported a history of SC and 2221 individuals with unknown SC screening or indoor tanning history. To examine the independent correlates of screening, we conducted multiple logistic regressions separately for ITs and nontanners (NTs), simultaneously including all preselected variables of interest as potential predictors. Formal interaction analyses were also performed to determine if the covariate effects differed significantly between ITs and NTs. Exposures Indoor tanning as well as sociodemographic, health care, and SC risk and sun protection factors. Main Outcomes and Measures The primary outcome was self-reported full-body SC screening by a physician. Univariable and multivariable analyses were conducted to determine the secondary outcome, correlates of SC screening among ITs and NTs. Results A total of 15 777 participants (51.98%) were female, and 23 823 (78.49%) were white; 4987 (16.43%) of the sample had indoor tanned, and 1077 (21.59%) of these had tanned last year. A total of 1505 ITs (30.18%) and 4951 NTs (19.52%) had been screened for SC. Correlates of screening for ITs and NTs were older age (ITs: odds ratio [OR], 4.29 [95% CI, 2.72-6.76]; NTs, OR, 5.14 [95% CI, 4.01-6.58], age ≥65 years vs 18-29 years), higher income (ITs: OR, 2.08 [95% CI, 1.50-2.88]; NTs: OR, 1.79 [95% CI, 1.51-2.12]; >$100 000 vs $0-34 999), seeking online health information (ITs, OR, 0.71 [95% CI. 0.56-0.91; NTs, OR, 0.65 [95% CI, 0.58-0.72], for not looking up health info online), family history of melanoma (ITs: OR, 1.92 [95% CI, 1.26-2.93]; NTs: OR, 1.58 [95% CI, 1.21-2.05]) or SC (ITs: OR, 1.59 [95% CI, 1.17-2.17; NTs: OR, 1.61 [95% CI, 1.33-1.94]), very high SPF sunscreen use (ITs: OR, 0.57 [95% CI, 0.42-0.78]; NTs: OR, 0.71 [95% CI, 0.61-0.82], use of SPF of 1-14 vs SPF of >50), and receipt of a professional spray-on tan (ITs: OR, 0.60 [ 95% CI, 0.41-0.88]; NTs: OR, 0.51 [95% CI, 0.32-0.81], for not receiving a salon spray-on tan). Correlates for NTs only were white race (blacks: OR, 0.45 [95% CI, 0.37-0.54], others: OR, 0.40 [95% CI, 0.33-0.48]), non-Hispanic ethnicity (Hispanics: OR, 0.42 [95% CI, 0.36-0.50]), email use (no email: OR, 0.67 [95% CI, 0.56-0.80]), having a usual clinic/or physician's office (no usual place: OR, 0.56 [95% CI, 0.40-0.78]), emergency department visits (OR, 1.20 [95% CI, 1.06-1.35]), having had a previous cancer diagnosis (no cancer diagnosis: OR, 0.67 [95% CI, 0.57-0.79]), not being worried about medical bills (OR, 1.37 [95% CI, 1.15-1.63] vs very worried), sun protection (rarely/never: OR, 0.43 [95% CI, 0.34-0.56]), and sunless self-tanning (not using: OR, 0.62 [95% CI, 0.47-0.83]). Conclusions and Relevance Few ITs have been screened for SC, although SC rates are higher than among NTs. It is not surprising that SC screening is associated with SC risk factors (eg, family history of SC and age) among ITs. However, some unscreened ITs may be putting themselves at even greater risk of SC by also being more likely to use low SPF sunscreen than ITs who have been screened for SC.
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