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Lewandowski K, Kaniewska M, Tulewicz-Marti E, Głuszek-Osuch M, Ciechanowicz P, Walecka I, Rydzewska G. Should the Dermatological Assessment of Patients with Inflammatory Bowel Disease Become Standard during Qualifications for Biological Treatment? A Retrospective, Single-Center Experience from a Tertiary Center. J Clin Med 2024; 13:5213. [PMID: 39274426 PMCID: PMC11396035 DOI: 10.3390/jcm13175213] [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: 07/31/2024] [Revised: 08/21/2024] [Accepted: 08/29/2024] [Indexed: 09/16/2024] Open
Abstract
Background: Oncological anxiety associated with biological therapy is a particular challenge in inflammatory bowel disease (IBD), and it has raised questions about the need for the dermatological assessment of the skin before starting biological therapy. Methods: The aim of this study was to assess the frequency of dermal lesions, including cutaneous malignancies, in IBD patients. This retrospective, single-center study evaluated 805 IBD patients who qualified for biological treatment and were subjected to a dermatological assessment. Results: Dermal lesions (DLs) were found in 15.5% (125) of IBD patients. A risk factor for DLs was higher with body mass index (OR = 1.08, 95% CI [1.02; 1.14], p = 0.007). Surprisingly, there was no effect of thiopurines between the groups with and without DLs (90.4% vs. 84.6%, MD = 0.06, 95% CI [0.01; 0.12], p = 0.118). Moreover, cutaneous malignancies were diagnosed in 9 cases (1.1%), including 4 basal cell carcinomas, 4 squamous cell carcinomas, and 1 melanoma skin cancer. Only 13.4% of patients complied with our strict policy of skin surveillance every 6-8 months. Conclusions: DLs, including cutaneous malignancies, are common in patients with IBD, making skin monitoring at the initiation of biological treatment an extremely useful tool. The lack of effect of the drugs used suggests that skin surveillance is necessary in all IBD patients. The low compliance of skin monitoring among immunosuppressed patients indicates the need for better education on the prevention of cutaneous malignancies.
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Affiliation(s)
- Konrad Lewandowski
- Clinical Department of Internal Medicine and Gastroenterology, National Medical Institute of the Ministry of the Interior and Administration, 02-507 Warsaw, Poland
| | - Magdalena Kaniewska
- Clinical Department of Internal Medicine and Gastroenterology, National Medical Institute of the Ministry of the Interior and Administration, 02-507 Warsaw, Poland
| | - Edyta Tulewicz-Marti
- Clinical Department of Internal Medicine and Gastroenterology, National Medical Institute of the Ministry of the Interior and Administration, 02-507 Warsaw, Poland
| | - Martyna Głuszek-Osuch
- Clinical Department of Internal Medicine and Gastroenterology, National Medical Institute of the Ministry of the Interior and Administration, 02-507 Warsaw, Poland
- Collegium Medicum, Jan Kochanowski University, 25-369 Kielce, Poland
| | - Piotr Ciechanowicz
- Department of Dermatology, Centre of Postgraduate Medical Education, 01-813 Warsaw, Poland
- Department of Dermatology, National Institute of Medicine of the Ministry of Interior and Administration, 02-507 Warsaw, Poland
| | - Irena Walecka
- Department of Dermatology, Centre of Postgraduate Medical Education, 01-813 Warsaw, Poland
- Department of Dermatology, National Institute of Medicine of the Ministry of Interior and Administration, 02-507 Warsaw, Poland
| | - Grażyna Rydzewska
- Clinical Department of Internal Medicine and Gastroenterology, National Medical Institute of the Ministry of the Interior and Administration, 02-507 Warsaw, Poland
- Collegium Medicum, Jan Kochanowski University, 25-369 Kielce, Poland
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Diehl K, Nelson J, Haddadin O, Stoos E, Shafer A, Mason A, Girard D, Malcolm T, Geller AC, Latour E, Bailey E, Young JN, Zhao H, Gillespie J, Pfeifer H, Lee C, Shea M, DeCampos-Stairiker M, Smith J, Becker A, Bash GN, Sahni V, Fan Y, Munoz EP, Baron D, Popovici N, Orfaly VE, Baghoomian W, Foltz E, Kahlen K, Savory S, Jacobe H, Leachman SA. The skinny on skin: The role of skin-aware professionals in skin cancer surveillance. J Cosmet Dermatol 2024. [PMID: 39219284 DOI: 10.1111/jocd.16536] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2024] [Revised: 07/26/2024] [Accepted: 08/01/2024] [Indexed: 09/04/2024]
Abstract
BACKGROUND Licensed nonmedical, skin-aware professionals (e.g., hairdressers, massage therapists, etc.) have the potential to identify skin cancer, but baseline knowledge may not be sufficient to accomplish this goal. Following educational intervention, self-efficacy is one of the best surrogate metrics for behavior change. Curricula that increase knowledge and confidence levels can improve screening behaviors, but few have been tested for efficacy in this population AIMS: We assessed whether an online curriculum could reliably improve skin screening knowledge, attitudes, and behaviors of nonmedical professionals PATIENTS/METHODS: Skin-aware professionals were recruited through the Oregon Health Authority and IMPACT Melanoma TM. Participants completed a pre-survey, online training module, post-survey, and one-year follow-up survey. We evaluated participants' indicated levels of concern for suspicious and nonsuspicious lesions relative to "gold standard" physician ratings. We also assessed confidence and self-reported behavior change regarding talking to clients about skin cancer and recommending they see a provider to evaluate suspicious lesions RESULTS: The pre-survey was completed by 9872 skin-aware professionals; 5434 completed the post-survey, and 162 completed the one-year follow-up survey. Participants showed a significant improvement in ability to indicate the correct level of concern for all lesion types in concordance with "gold standard" physician ratings (p < 0.001). Participants reported increased comfort levels in discussing health-related topics with their clients posttraining CONCLUSIONS: Our training module effectively increased skin-aware professionals' knowledge, confidence, and concern for malignant lesions. Skin-aware professionals may serve as a valuable extension of the skin self-exam, but additional studies are needed to evaluate the impact of these curricula long-term, including potential downstream consequences.
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Affiliation(s)
- Kyra Diehl
- Oregon Health & Science University, Department of Dermatology, Portland, Oregon, USA
| | - Jacob Nelson
- Oregon Health & Science University, Department of Dermatology, Portland, Oregon, USA
| | - Olivia Haddadin
- Oregon Health & Science University, School of Medicine, Portland, Oregon, USA
| | - Elizabeth Stoos
- Oregon Health & Science University, Department of Dermatology, Portland, Oregon, USA
| | | | - Amy Mason
- IMPACT Melanoma, Concord, Massachusetts, USA
| | - Deb Girard
- IMPACT Melanoma, Concord, Massachusetts, USA
| | | | - Alan C Geller
- Department of Social and Behavioral Sciences, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
| | - Emile Latour
- Biostatistics Shared Resource, Knight Cancer Institute, Oregon Health & Science University, Portland, Oregon, USA
| | - Elizabeth Bailey
- Department of Dermatology, Stanford University School of Medicine, Stanford, California, USA
| | - Jade N Young
- Oregon Health & Science University, School of Medicine, Portland, Oregon, USA
| | - Hannah Zhao
- Oregon Health & Science University, School of Medicine, Portland, Oregon, USA
| | - Jordan Gillespie
- Oregon Health & Science University, School of Medicine, Portland, Oregon, USA
| | - Hailey Pfeifer
- Oregon Health & Science University, School of Medicine, Portland, Oregon, USA
| | - Claudia Lee
- Oregon Health & Science University, School of Medicine, Portland, Oregon, USA
| | - Moira Shea
- Oregon Health & Science University, School of Medicine, Portland, Oregon, USA
| | | | - Jake Smith
- Oregon Health & Science University, School of Medicine, Portland, Oregon, USA
| | - Alyssa Becker
- Oregon Health & Science University, Department of Dermatology, Portland, Oregon, USA
- John A. Burns School of Medicine, University of Hawaii, Manoa, Hawaii, USA
| | - Gina N Bash
- Oregon Health & Science University, School of Medicine, Portland, Oregon, USA
| | - Vikram Sahni
- Oregon Health & Science University, School of Medicine, Portland, Oregon, USA
| | - Yichen Fan
- Oregon Health & Science University, School of Medicine, Portland, Oregon, USA
| | - Elena Paz Munoz
- Oregon Health & Science University, School of Medicine, Portland, Oregon, USA
| | - David Baron
- Oregon Health & Science University, School of Medicine, Portland, Oregon, USA
| | - Nadia Popovici
- Oregon Health & Science University, School of Medicine, Portland, Oregon, USA
| | - Victoria E Orfaly
- Oregon Health & Science University, Department of Dermatology, Portland, Oregon, USA
| | - Wenelia Baghoomian
- Oregon Health & Science University, School of Medicine, Portland, Oregon, USA
| | - Emilie Foltz
- Oregon Health & Science University, Department of Dermatology, Portland, Oregon, USA
- Washington State University Elson S. Floyd College of Medicine, Spokane, Washington, USA
| | | | - Stephanie Savory
- Department of Dermatology, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Heidi Jacobe
- Department of Dermatology, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Sancy A Leachman
- Oregon Health & Science University, Department of Dermatology, Portland, Oregon, USA
- Oregon Health & Science University, Knight Cancer Institute, Portland, Oregon, USA
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Halmágyi SR, Ungureanu L, Trufin II, Apostu AP, Șenilă SC. Melanoma as Subsequent Primary Malignancy in Hematologic Cancer Survivors-A Literature Review. J Clin Med 2024; 13:4501. [PMID: 39124768 PMCID: PMC11313577 DOI: 10.3390/jcm13154501] [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: 07/01/2024] [Revised: 07/28/2024] [Accepted: 07/29/2024] [Indexed: 08/12/2024] Open
Abstract
The occurrence of second primary malignancies is becoming increasingly important among cancer survivors. Melanoma, an aggressive neoplasm originating from the melanocytes, is responsible for most skin cancer-related deaths. This review aims to explore the risk of melanoma occurrence as a second primary cancer after the most common subtypes of hematologic neoplasia, a malignant disease originating from myeloid or lymphocytic cell lineages. Chronic lymphocytic leukemia (CLL) and non-Hodgkin lymphoma (NHL) are among the most associated subtypes with melanoma development. We also discuss the underlying hypotheses that may explain the associations between these malignancies and the impact of melanoma on survival. The review emphasizes the importance of increasing awareness of melanoma risk in hematologic cancer survivors, as it can lead to prompt recognition, improved skin surveillance, and better survival outcomes.
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Affiliation(s)
- Salomea-Ruth Halmágyi
- Clinical Hospital of Infectious Diseases, 400000 Cluj-Napoca, Romania; (S.-R.H.); (I.-I.T.); (A.P.A.)
- Department of Dermatology, “Iuliu Hațieganu” University of Medicine and Pharmacy, 400006 Cluj-Napoca, Romania
| | - Loredana Ungureanu
- Department of Dermatology, “Iuliu Hațieganu” University of Medicine and Pharmacy, 400006 Cluj-Napoca, Romania
- Department of Dermatology, Emergency County Hospital, 400006 Cluj-Napoca, Romania
| | - Ioana-Irina Trufin
- Clinical Hospital of Infectious Diseases, 400000 Cluj-Napoca, Romania; (S.-R.H.); (I.-I.T.); (A.P.A.)
| | - Adina Patricia Apostu
- Clinical Hospital of Infectious Diseases, 400000 Cluj-Napoca, Romania; (S.-R.H.); (I.-I.T.); (A.P.A.)
- Department of Dermatology, “Iuliu Hațieganu” University of Medicine and Pharmacy, 400006 Cluj-Napoca, Romania
| | - Simona Corina Șenilă
- Department of Dermatology, “Iuliu Hațieganu” University of Medicine and Pharmacy, 400006 Cluj-Napoca, Romania
- Department of Dermatology, Emergency County Hospital, 400006 Cluj-Napoca, Romania
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Paul S, Chen Y, Mohaghegh M. Analysis of Prevalence, Socioeconomic and Disease Trends of Non-Melanoma Skin Cancer in New Zealand from 2008 to 2022. J Epidemiol Glob Health 2024:10.1007/s44197-024-00250-4. [PMID: 38842790 DOI: 10.1007/s44197-024-00250-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2024] [Accepted: 05/22/2024] [Indexed: 06/07/2024] Open
Abstract
BACKGROUND Skin cancer shows geographic and ethnic variation. New Zealand-with a predominantly fair-skinned populations, high UV indices and outdoor lifestyles-has high rates of skin cancer. However, population prevalence data is lacking. This study aimed to determine the demographics and socioeconomic disease trends of non-melanoma skin cancer prevalence in New Zealand from a large targeted-screening study. METHODS A targeted screening programme was conducted among 32,839 individuals, Fitzpatrick Skin Types I to IV in Auckland, New Zealand during the 2008-2022 period. This data was analyzed retrospectively. Linear regression models were used to assess statistical trends of skin cancer prevalence over time, along with associated factors that included demographics, disease trends and overall prevalence. RESULTS A total of 32,839 individuals were screened and 11,625 skin cancers were detected. 16,784 individuals were females who had 4,378 skin cancers. 16,055 individuals were males who had 5,777 skin cancers. 54 males and 65 females had multiple skin cancers. The article presents detailed descriptions of tumour types and subtypes detected, age groups, demographic and socioeconomic information. regarding the non-melanoma skin cancers detected. CONCLUSION Overall men have more non-melanoma skin cancer (NMSC) than females; however females develop more BCC on the lips. BCC is three times more common in the 31-50 age group, whereas SCC are significantly more prevalent after age 80. Prevalence of BCC has not changed over the 15-year timeframe of the study but SCC has increased. Older ages and higher incomes are associated with higher rates of NMSC in New Zealand.
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Affiliation(s)
- Sharad Paul
- Auckland University of Technology, 55 Wellesley Street East, Auckland, 1010, New Zealand.
- Skin Surgery Clinic, 271A Blockhouse Bay Road, Auckland, 0600, New Zealand.
| | - Yipan Chen
- Auckland University of Technology, 55 Wellesley Street East, Auckland, 1010, New Zealand
| | - Mahsa Mohaghegh
- Auckland University of Technology, 55 Wellesley Street East, Auckland, 1010, New Zealand
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Son A, Kim W, Lee W, Park J, Kim H. Applicability of selected reaction monitoring for precise screening tests. Expert Rev Proteomics 2024; 21:237-246. [PMID: 38697802 DOI: 10.1080/14789450.2024.2350975] [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: 10/27/2023] [Accepted: 03/27/2024] [Indexed: 05/05/2024]
Abstract
INTRODUCTION The proactive identification of diseases through screening tests has long been endorsed as a means to preempt symptomatic onset. However, such screening endeavors are fraught with complications, such as diagnostic inaccuracies, procedural risks, and patient unease during examinations. These challenges are amplified when screenings for multiple diseases are administered concurrently. Selected Reaction Monitoring (SRM) offers a unique advantage, allowing for the high-throughput quantification of hundreds of analytes with minimal interferences. AREAS COVERED Our research posits that SRM-based assays, traditionally tailored for single-disease biomarker profiling, can be repurposed for multi-disease screening. This innovative approach has the potential to substantially alleviate time, labor, and cost demands on healthcare systems and patients alike. Nonetheless, there are formidable methodological hurdles to overcome. These include difficulties in detecting low-abundance proteins and the risk of model overfitting due to the multiple functionalities of single proteins across different disease spectrums - issues especially pertinent in blood-based assays where detection sensitivity is constrained. As we move forward, technological strides in sample preparation, online extraction, throughput, and automation are expected to ameliorate these limitations. EXPERT OPINION The maturation of mass spectrometry's integration into clinical laboratories appears imminent, positioning it as an invaluable asset for delivering highly sensitive, reproducible, and precise diagnostic results.
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Affiliation(s)
- Ahrum Son
- Department of Molecular Medicine, The Scripps Research Institute, La Jolla, CA, USA
| | - Woojin Kim
- Department of Bio-AI convergence Chungnam National University,Daejeon, South Korea
| | - Wonseok Lee
- Department of Bio-AI convergence Chungnam National University,Daejeon, South Korea
| | - Jongham Park
- Department of Bio-AI convergence Chungnam National University,Daejeon, South Korea
| | - Hyunsoo Kim
- Department of Bio-AI convergence Chungnam National University,Daejeon, South Korea
- Department of Convergent Bioscience and Informatics, Chungnam National University, Daejeon, Republic of Korea
- SCICS, Daejeon, Republic of Korea
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6
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Nadratowski A, Shoots-Reinhard B, Shafer A, Detweiler-Bedell J, Detweiler-Bedell B, Leachman S, Peters E. Evidence-Based Communication to Increase Melanoma Knowledge and Skin Checks. JID INNOVATIONS 2024; 4:100253. [PMID: 38328593 PMCID: PMC10847376 DOI: 10.1016/j.xjidi.2023.100253] [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] [Received: 07/12/2023] [Revised: 11/03/2023] [Accepted: 11/17/2023] [Indexed: 02/09/2024] Open
Abstract
Rates of melanoma-the deadliest form of skin cancer-have increased. Early detection can save lives, and patients have a critical role to play in checking their skin. We aim to identify health communication messages that best educate the public and increase intentions toward skin checks. After viewing messages intended to increase melanoma knowledge, participants correctly identified a greater proportion (74.6 vs 70.4%) of moles (mean number = 17.9, 95% confidence interval [CI] = 17.5-18.3 vs 16.9, 95% CI = 16.6-17.3; P < .001, partial eta-squared = 0.03) and had knowledge of more melanoma warning signs (mean number = 5.8, 95% CI = 5.7-5.8 vs 5.6, 95% CI = 5.5-5.7, P = .01, partial eta-squared = 0.02). After viewing messages intended to increase self-confidence in checking their skin accurately, they were also more likely to report greater intentions to do a skin check on a scale of 1-5 (mean number = 3.8, 95% CI = 3.7-3.9 vs 3.6, 95% CI = 3.4-3.7, P = .005, partial eta-squared = 0.02). Online melanoma messages aimed at increasing both melanoma knowledge and skin-check confidence may be most effective in improving the accuracy of skin self-examinations and intentions to do them.
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Affiliation(s)
- Ariel Nadratowski
- Center for Science Communication Research, School of Journalism and Communication, University of Oregon, Eugene, Oregon, USA
| | - Brittany Shoots-Reinhard
- Center for Science Communication Research, School of Journalism and Communication, University of Oregon, Eugene, Oregon, USA
- Department of Psychology, College of Arts and Sciences, The Ohio State University, Columbus, Ohio, USA
| | - Autumn Shafer
- Center for Science Communication Research, School of Journalism and Communication, University of Oregon, Eugene, Oregon, USA
| | | | | | - Sancy Leachman
- Department of Dermatology, Oregon Health & Science University, Portland, Oregon, USA
| | - Ellen Peters
- Center for Science Communication Research, School of Journalism and Communication, University of Oregon, Eugene, Oregon, USA
- Department of Psychology, College of Arts and Sciences, University of Oregon, Eugene, Oregon, USA
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Crawford ME, Kamali K, Dorey RA, MacIntyre OC, Cleminson K, MacGillivary ML, Green PJ, Langley RG, Purdy KS, DeCoste RC, Gruchy JR, Pasternak S, Oakley A, Hull PR. Using Artificial Intelligence as a Melanoma Screening Tool in Self-Referred Patients. J Cutan Med Surg 2024; 28:37-43. [PMID: 38156628 PMCID: PMC10908200 DOI: 10.1177/12034754231216967] [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: 01/03/2024]
Abstract
INTRODUCTION Early detection of melanoma requires timely access to medical care. In this study, we examined the feasibility of using artificial intelligence (AI) to flag possible melanomas in self-referred patients concerned that a skin lesion might be cancerous. METHODS Patients were recruited for the study through advertisements in 2 hospitals in Halifax, Nova Scotia, Canada. Lesions of concern were initially examined by a trained medical student and if the study criteria were met, the lesions were then scanned using the FotoFinder System®. The images were analyzed using their proprietary computer software. Macroscopic and dermoscopic images were evaluated by 3 experienced dermatologists and a senior dermatology resident, all blinded to the AI results. Suspicious lesions identified by the AI or any of the 3 dermatologists were then excised. RESULTS Seventeen confirmed malignancies were found, including 10 melanomas. Six melanomas were not flagged by the AI. These lesions showed ambiguous atypical melanocytic proliferations, and all were diagnostically challenging to the dermatologists and to the dermatopathologists. Eight malignancies were seen in patients with a family history of melanoma. The AI's ability to diagnose malignancy is not inferior to the dermatologists examining dermoscopic images. CONCLUSION AI, used in this study, may serve as a practical skin cancer screening aid. While it does have technical and diagnostic limitations, its inclusion in a melanoma screening program, directed at those with a concern about a particular lesion would be valuable in providing timely access to the diagnosis of skin cancer.
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Affiliation(s)
- Madeleine E. Crawford
- Division of Clinical Dermatology and Cutaneous Science, Department of Medicine, Dalhousie University, Halifax, NS, Canada
| | - Kiyana Kamali
- Division of Clinical Dermatology and Cutaneous Science, Department of Medicine, Dalhousie University, Halifax, NS, Canada
| | - Rachel A. Dorey
- Division of Clinical Dermatology and Cutaneous Science, Department of Medicine, Dalhousie University, Halifax, NS, Canada
| | - Olivia C. MacIntyre
- Division of Clinical Dermatology and Cutaneous Science, Department of Medicine, Dalhousie University, Halifax, NS, Canada
| | - Kristyna Cleminson
- Division of Clinical Dermatology and Cutaneous Science, Department of Medicine, Dalhousie University, Halifax, NS, Canada
| | - Michael L. MacGillivary
- Division of Clinical Dermatology and Cutaneous Science, Department of Medicine, Dalhousie University, Halifax, NS, Canada
| | - Peter J. Green
- Division of Clinical Dermatology and Cutaneous Science, Department of Medicine, Dalhousie University, Halifax, NS, Canada
| | - Richard G. Langley
- Division of Clinical Dermatology and Cutaneous Science, Department of Medicine, Dalhousie University, Halifax, NS, Canada
| | - Kerri S. Purdy
- Division of Clinical Dermatology and Cutaneous Science, Department of Medicine, Dalhousie University, Halifax, NS, Canada
| | - Ryan C. DeCoste
- Department of Pathology and Laboratory Medicine, Dalhousie University, Halifax, NS, Canada
| | - Jennette R. Gruchy
- Department of Pathology and Laboratory Medicine, Dalhousie University, Halifax, NS, Canada
| | - Sylvia Pasternak
- Department of Pathology and Laboratory Medicine, Dalhousie University, Halifax, NS, Canada
| | - Amanda Oakley
- Department of Medicine, Waikato Clinical Campus, University of Auckland, Hamilton, New Zealand
| | - Peter R. Hull
- Division of Clinical Dermatology and Cutaneous Science, Department of Medicine, Dalhousie University, Halifax, NS, Canada
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Kosche C, Chio MTW, Arron ST. Skin cancer and HIV. Clin Dermatol 2023:S0738-081X(23)00258-4. [PMID: 38142792 DOI: 10.1016/j.clindermatol.2023.12.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2023]
Abstract
The risk of skin cancer in persons living with HIV (PLWH) is an evolving subject area shaped by the use of antiretroviral therapy. Keratinocyte carcinomas, including basal cell carcinoma and squamous cell carcinoma, have a high incidence in the general population as well as in PLWH. PLWH may have a higher risk of squamous cell carcinoma when compared to the general population. In addition, Merkel cell carcinoma and sebaceous carcinoma exhibit higher incidence rates in PLWH. Data on melanoma risk are varied. Risks of skin cancer may be influenced by vigilant surveillance, photosensitivity, and immune status. Screening for skin cancer is generally recommended, although national guidelines vary in specific recommendations. Treatments range from topical therapies to surgeries to immune checkpoint inhibitors, with Mohs micrographic surgery playing an important role. Data on immune checkpoint inhibitors suggest safe and efficacious use in PLWH, although larger trials are warranted. The dynamic interplay among HIV, antiretroviral use and immunosuppression, and the risk and treatment of skin cancer underscores the importance of rigorous research studies and screening and treatment guidelines specific to this population.
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Affiliation(s)
- Cory Kosche
- Department of Dermatology, University of California Medical School, San Francisco, California, USA
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9
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Bessarabova E, Massey ZB, Ma H, MacDonald A, Lindsey N. Reactance, Mortality Salience, and Skin-Cancer Prevention Among Young Adults. HEALTH COMMUNICATION 2023:1-9. [PMID: 38098213 DOI: 10.1080/10410236.2023.2293911] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/28/2024]
Abstract
In an experiment (N = 206) using skin cancer prevention messages and a 2 (mortality: salient, control) × 2 (freedom-limiting language: freedom-limiting, autonomy-supportive) independent-group design, we tested the terror management health model and integrated its predictions with the theory of psychological reactance. We used a sample of young adults because they are most at risk for excessive tanning. Consistent with the study predictions about proximal defenses, mortality salience significantly increased intentions to wear sunscreen all year around, relative to the control condition. A significant interaction between freedom-limiting language and mortality salience on behavioral intention to purchase high-SPF lotion revealed that, when a freedom-limiting message was paired with mortality salience, intentions to purchase high-SPF lotion were significantly greater as compared to autonomy-supportive language, indicating that mortality salience mitigated the maladaptive effects of reactance. These results add to a growing body of research identifying boundary conditions for reactance effects and, further, point to the utility of directive (albeit freedom-limiting language) in health-prevention messages attempting to communicate deadly health risks.
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Affiliation(s)
| | - Zachary B Massey
- Strategic Communication, School of Journalism, University of Missouri
| | - Haijing Ma
- English, Communication, Creative Writing, and Publishing, University of Houston-Victoria
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10
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Dunlop KLA, Keogh LA, Smith AL, Aranda S, Aitken J, Watts CG, Smit AK, Janda M, Mann GJ, Cust AE, Rankin NM. Acceptability and appropriateness of a risk-tailored organised melanoma screening program: Qualitative interviews with key informants. PLoS One 2023; 18:e0287591. [PMID: 38091281 PMCID: PMC10718433 DOI: 10.1371/journal.pone.0287591] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2022] [Accepted: 06/08/2023] [Indexed: 12/18/2023] Open
Abstract
INTRODUCTION In Australia, opportunistic screening (occurring as skin checks) for the early detection of melanoma is common, and overdiagnosis is a recognised concern. Risk-tailored cancer screening is an approach to cancer control that aims to provide personalised screening tailored to individual risk. This study aimed to explore the views of key informants in Australia on the acceptability and appropriateness of risk-tailored organised screening for melanoma, and to identify barriers, facilitators and strategies to inform potential future implementation. Acceptability and appropriateness are crucial, as successful implementation will require a change of practice for clinicians and consumers. METHODS This was a qualitative study using semi-structured interviews. Key informants were purposively selected to ensure expertise in melanoma early detection and screening, prioritising senior or executive perspectives. Consumers were expert representatives. Data were analysed deductively using the Tailored Implementation for Chronic Diseases (TICD) checklist. RESULTS Thirty-six participants were interviewed (10 policy makers; 9 consumers; 10 health professionals; 7 researchers). Key informants perceived risk-tailored screening for melanoma to be acceptable and appropriate in principle. Barriers to implementation included lack of trial data, reluctance for low-risk groups to not screen, variable skill level in general practice, differing views on who to conduct screening tests, confusing public health messaging, and competing health costs. Key facilitators included the perceived opportunity to improve health equity and the potential cost-effectiveness of a risk-tailored screening approach. A range of implementation strategies were identified including strengthening the evidence for cost-effectiveness, engaging stakeholders, developing pathways for people at low risk, evaluating different risk assessment criteria and screening delivery models and targeted public messaging. CONCLUSION Key informants were supportive in principle of risk-tailored melanoma screening, highlighting important next steps. Considerations around risk assessment, policy and modelling the costs of current verses future approaches will help inform possible future implementation of risk-tailored population screening for melanoma.
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Affiliation(s)
- Kate L. A. Dunlop
- 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
| | - Louise A. Keogh
- Centre for Health Equity, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Victoria, Australia
| | - Andrea L. Smith
- The Daffodil Centre, The University of Sydney, A Joint Venture with Cancer Council NSW, Sydney, NSW, Australia
| | - Sanchia Aranda
- School of Health Sciences, University of Melbourne, Melbourne, Australia
| | - Joanne Aitken
- Viertel Cancer Research Centre, Cancer Council Queensland, Brisbane, Queensland, Australia
| | - Caroline G. Watts
- The Daffodil Centre, The University of Sydney, A Joint Venture with Cancer Council NSW, Sydney, NSW, Australia
- Surveillance, Evaluation & Research Program, Kirby Institute, UNSW Sydney, Sydney, New South Wales, Australia
| | - Amelia K. Smit
- 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
| | - Monika Janda
- Centre for Health Services Research, The University of Queensland, St Lucia, Queensland, Australia
| | - Graham J. Mann
- Melanoma Institute Australia, The University of Sydney, Sydney, NSW, Australia
- John Curtin School of Medical Research, Australian National University, Acton, Australian Capital Territory, Australia
- Centre for Cancer Research, Westmead Institute for Medical Research, The University of Sydney, Westmead, Sydney, New South Wales, 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
| | - Nicole M. Rankin
- Centre for Health Policy, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Victoria, Australia
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11
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Patel VR, Roberson ML, Pignone MP, Adamson AS. Risk of Mortality After a Diagnosis of Melanoma In Situ. JAMA Dermatol 2023; 159:703-710. [PMID: 37285145 PMCID: PMC10248809 DOI: 10.1001/jamadermatol.2023.1494] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2023] [Accepted: 04/06/2023] [Indexed: 06/08/2023]
Abstract
Importance The incidence of melanoma in situ (MIS) is increasing more rapidly than any invasive or in situ cancer in the US. Although more than half of melanomas diagnosed are MIS, information about long-term prognosis following a diagnosis of MIS remains unknown. Objective To evaluate mortality and factors associated with mortality after a diagnosis of MIS. Design, Setting, and Participants This population-based cohort study of adults with a diagnosis of first primary MIS from 2000 to 2018 included data from the US Surveillance, Epidemiology, and End Results Program, which were analyzed from July to September 2022. Main Outcomes and Measures Mortality after a diagnosis of MIS was evaluated using 15-year melanoma-specific survival, 15-year relative survival (ie, compared with similar individuals without MIS), and standardized mortality ratios (SMRs). Cox regression was used to estimate hazard ratios (HRs) for death by demographic and clinical characteristics. Results Among 137 872 patients with a first-and-only MIS, the mean (SD) age at diagnosis was 61.9 (16.5) years (64 027 women [46.4%]; 239 [0.2%] American Indian or Alaska Native, 606 [0.4%] Asian, 344 [0.2%] Black, 3348 [2.4%] Hispanic, and 133 335 [96.7%] White individuals). Mean (range) follow-up was 6.6 (0-18.9) years. The 15-year melanoma-specific survival was 98.4% (95% CI, 98.3%-98.5%), whereas the 15-year relative survival was 112.4% (95% CI, 112.0%-112.8%). The melanoma-specific SMR was 1.89 (95% CI, 1.77-2.02); however, the all-cause SMR was 0.68 (95% CI, 0.67-0.7). Risk of melanoma-specific mortality was higher for older patients (7.4% for those 80 years or older vs 1.4% for those aged 60-69 years; adjusted HR, 8.2; 95% CI, 6.7-10.0) and patients with acral lentiginous histology results (3.3% for acral lentiginous vs 0.9% for superficial spreading; HR, 5.3; 95% CI, 2.3-12.3). Of patients with primary MIS, 6751 (4.3%) experienced a second primary invasive melanoma and 11 628 (7.4%) experienced a second primary MIS. Compared with patients without a subsequent melanoma, the risk of melanoma-specific mortality was increased for those with a second primary invasive melanoma (adjusted HR, 4.1; 95% CI, 3.6-4.6) and was decreased for those with a second primary MIS (adjusted HR, 0.7; 95% CI, 0.6-0.9). Conclusions and relevance The results of this cohort study suggest that patients with a diagnosis of MIS have an increased but low risk of melanoma-specific mortality and live longer than people in the general population, suggesting that there is significant detection of low-risk disease among health-seeking individuals. Factors associated with death following MIS include older age (≥80 years) and subsequent primary invasive melanoma.
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Affiliation(s)
- Vishal R. Patel
- Dell Medical School, The University of Texas at Austin, Austin
| | - Mya L. Roberson
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill
- Associate Editor, JAMA Dermatology
| | - Michael P. Pignone
- Department of Internal Medicine, Dell Medical School, The University of Texas at Austin, Austin
| | - Adewole S. Adamson
- Associate Editor, JAMA Dermatology
- Web Editor, JAMA Dermatology
- Division of Dermatology, Dell Medical School, The University of Texas at Austin, Austin
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12
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Kashani-Sabet M, Leachman SA, Stein JA, Arbiser JL, Berry EG, Celebi JT, Curiel-Lewandrowski C, Ferris LK, Grant-Kels JM, Grossman D, Kulkarni RP, Marchetti MA, Nelson KC, Polsky D, Seiverling EV, Swetter SM, Tsao H, Verdieck-Devlaeminck A, Wei ML, Bar A, Bartlett EK, Bolognia JL, Bowles TL, Cha KB, Chu EY, Hartman RI, Hawryluk EB, Jampel RM, Karapetyan L, Kheterpal M, Lawson DH, Leming PD, Liebman TN, Ming ME, Sahni D, Savory SA, Shaikh SS, Sober AJ, Sondak VK, Spaccarelli N, Usatine RP, Venna S, Kirkwood JM. Early Detection and Prognostic Assessment of Cutaneous Melanoma: Consensus on Optimal Practice and the Role of Gene Expression Profile Testing. JAMA Dermatol 2023; 159:545-553. [PMID: 36920356 PMCID: PMC11225588 DOI: 10.1001/jamadermatol.2023.0127] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/16/2023]
Abstract
Importance Therapy for advanced melanoma has transformed during the past decade, but early detection and prognostic assessment of cutaneous melanoma (CM) remain paramount goals. Best practices for screening and use of pigmented lesion evaluation tools and gene expression profile (GEP) testing in CM remain to be defined. Objective To provide consensus recommendations on optimal screening practices and prebiopsy diagnostic, postbiopsy diagnostic, and prognostic assessment of CM. Evidence Review Case scenarios were interrogated using a modified Delphi consensus method. Melanoma panelists (n = 60) were invited to vote on hypothetical scenarios via an emailed survey (n = 42), which was followed by a consensus conference (n = 51) that reviewed the literature and the rationale for survey answers. Panelists participated in a follow-up survey for final recommendations on the scenarios (n = 45). Findings The panelists reached consensus (≥70% agreement) in supporting a risk-stratified approach to melanoma screening in clinical settings and public screening events, screening personnel recommendations (self/partner, primary care provider, general dermatologist, and pigmented lesion expert), screening intervals, and acceptable appointment wait times. Participants also reached consensus that visual and dermoscopic examination are sufficient for evaluation and follow-up of melanocytic skin lesions deemed innocuous. The panelists reached consensus on interpreting reflectance confocal microscopy and some but not all results from epidermal tape stripping, but they did not reach consensus on use of certain pigmented lesion evaluation tools, such as electrical impedance spectroscopy. Regarding GEP scores, the panelists reached consensus that a low-risk prognostic GEP score should not outweigh concerning histologic features when selecting patients to undergo sentinel lymph node biopsy but did not reach consensus on imaging recommendations in the setting of a high-risk prognostic GEP score and low-risk histology and/or negative nodal status. Conclusions and Relevance For this consensus statement, panelists reached consensus on aspects of a risk-stratified approach to melanoma screening and follow-up as well as use of visual examination and dermoscopy. These findings support a practical approach to diagnosing and evaluating CM. Panelists did not reach consensus on a clearly defined role for GEP testing in clinical decision-making, citing the need for additional studies to establish the clinical use of existing GEP assays.
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Affiliation(s)
- Mohammed Kashani-Sabet
- Center for Melanoma Research and Treatment, California Pacific Medical Center Research Institute, San Francisco
| | - Sancy A Leachman
- Departments of Dermatology and Family Medicine, Knight Cancer Institute, Oregon Health & Science University, Portland
| | - Jennifer A Stein
- Ronald O. Perelman Department of Dermatology, NYU Langone Health, New York, New York
| | - Jack L Arbiser
- Department of Dermatology, Emory University School of Medicine, Winship Cancer Institute, Atlanta Veterans Administration Health Center, Atlanta, Georgia
| | - Elizabeth G Berry
- Departments of Dermatology and Family Medicine, Knight Cancer Institute, Oregon Health & Science University, Portland
| | - Julide T Celebi
- Ronald O. Perelman Department of Dermatology, NYU Langone Health, New York, New York
| | - Clara Curiel-Lewandrowski
- UA Cancer Center Skin Cancer Institute, Division of Dermatology, College of Medicine, University of Arizona, Tucson
| | - Laura K Ferris
- Departments of Dermatology and Medicine, University of Pittsburgh, UPMC Hillman Cancer Center, Pittsburgh, Pennsylvania
| | - Jane M Grant-Kels
- Department of Dermatology, University of Connecticut School of Medicine, Farmington
- Department of Dermatology, University of Florida College of Medicine, Gainesville
| | | | - Rajan P Kulkarni
- Departments of Dermatology and Family Medicine, Knight Cancer Institute, Oregon Health & Science University, Portland
| | - Michael A Marchetti
- Dermatology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Kelly C Nelson
- Department of Dermatology, The University of Texas MD Anderson Cancer Center, Houston
| | - David Polsky
- Ronald O. Perelman Department of Dermatology, NYU Langone Health, New York, New York
| | | | - Susan M Swetter
- Department of Dermatology/Pigmented Lesion and Melanoma Program, Stanford University Medical Center and Cancer Institute, Palo Alto, California
- Dermatology Service, VA Palo Alto Health Care System, Palo Alto, California
| | - Hensin Tsao
- Department of Dermatology, Massachusetts General Hospital, Boston
- Harvard Medical School, Boston, Massachusetts
| | | | - Maria L Wei
- Dermatology Department, University of California, San Francisco
- Dermatology Service, San Francisco VA Health Care System, San Francisco, California
| | - Anna Bar
- Departments of Dermatology and Family Medicine, Knight Cancer Institute, Oregon Health & Science University, Portland
| | - Edmund K Bartlett
- Dermatology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Jean L Bolognia
- Department of Dermatology, Yale University School of Medicine, New Haven, Connecticut
| | | | - Kelly B Cha
- Department of Dermatology, Michigan Medicine, Ann Arbor
| | - Emily Y Chu
- Department of Dermatology, University of Pennsylvania, Philadelphia
| | - Rebecca I Hartman
- Department of Dermatology, Massachusetts General Hospital, Boston
- Harvard Medical School, Boston, Massachusetts
| | - Elena B Hawryluk
- Department of Dermatology, Massachusetts General Hospital, Boston
- Harvard Medical School, Boston, Massachusetts
| | - Risa M Jampel
- Department of Dermatology, University of Maryland, Baltimore, Maryland
| | - Lilit Karapetyan
- Department of Cutaneous Oncology, H. Lee Moffitt Cancer Center & Research Institute, Tampa, Florida
| | - Meenal Kheterpal
- Department of Dermatology, Duke University, Durham, North Carolina
| | - David H Lawson
- Department of Dermatology, Emory University School of Medicine, Winship Cancer Institute, Atlanta Veterans Administration Health Center, Atlanta, Georgia
| | | | - Tracey N Liebman
- Ronald O. Perelman Department of Dermatology, NYU Langone Health, New York, New York
| | - Michael E Ming
- Department of Dermatology, University of Pennsylvania, Philadelphia
| | | | - Stephanie A Savory
- Department of Dermatology, University of Texas Southwestern Medical Center, Dallas
| | - Saba S Shaikh
- Department of Hematology/Oncology, Fox Chase Cancer Center, Philadelphia, Pennsylvania
| | - Arthur J Sober
- Department of Dermatology, Massachusetts General Hospital, Boston
- Harvard Medical School, Boston, Massachusetts
| | - Vernon K Sondak
- Department of Cutaneous Oncology, H. Lee Moffitt Cancer Center & Research Institute, Tampa, Florida
| | | | | | - Suraj Venna
- Inova Schar Cancer Institute, Inova Fairfax Hospital, University of Virginia School of Medicine, Charlottesville
| | - John M Kirkwood
- Departments of Dermatology and Medicine, University of Pittsburgh, UPMC Hillman Cancer Center, Pittsburgh, Pennsylvania
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13
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Ewing AP, Alalwan MA, Best AL, Parvanta CF, Coughlin EC, Dorn JM, Levin BL, Meade CD, Gwede CK. Understanding Cancer Screening Intention Among Physically Active Adults Ages 18-49. JOURNAL OF CANCER EDUCATION : THE OFFICIAL JOURNAL OF THE AMERICAN ASSOCIATION FOR CANCER EDUCATION 2023; 38:467-475. [PMID: 35112296 DOI: 10.1007/s13187-022-02142-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 01/20/2022] [Indexed: 05/20/2023]
Abstract
Ideal efforts for cancer prevention would include lifestyle modifications along with routine, age-eligible cancer screening. Employing an asset-based approach within vulnerable populations already engaging in at least one healthy behavior (i.e., physical activity) may be an ideal way to further reduce cancer risk across peer groups with low cancer screening rates. Guided by the theory of planned behavior (TPB), the aim of this study was to identify constructs associated with cancer screening intentions among young to middle aged adults for influencing educational and behavioral interventions designed to promote cancer prevention. A cross-sectional, web-based survey was utilized to assess attitudes, subjective norms, perceived behavioral control, and intention to screen for cancer among physically active adults aged 18-49 years. Descriptive and bivariate analyses were conducted to characterize the sample, and hierarchical linear regression analyses were conducted to assess the influence of sociodemographic variables and TPB constructs on cancer screening intentions. Age, female sex, reporting a routine doctor's visit, reported knowledge of physical activity as a lifestyle behavior to reduce cancer risk, and an increased number of motivating factors for engaging in physical activity were significantly associated with higher cancer screening intention (P < 0.001). With the addition of TPB constructs (i.e., subjective norms and perceived behavioral control), the final analytic model accounted for 31% of the variance in intention to screen for cancer. Findings suggest that the TPB could be used to tailor or design asset-based, cancer education interventions to effectively promote age-eligible cancer screenings among physically active adults. Educational content to increase social support for cancer screening and enhance perceived behavioral control to complete screening is essential in this population.
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Affiliation(s)
- A P Ewing
- Division of Epidemiology (APE, MAA), The Ohio State University College of Public Health, 1841 Neil Ave building 293, Columbus, OH, 43210, USA.
| | - M A Alalwan
- Division of Epidemiology (APE, MAA), The Ohio State University College of Public Health, 1841 Neil Ave building 293, Columbus, OH, 43210, USA
| | - A L Best
- College of Public Health, University of South Florida (ALB, ECC, CFP, BLL), 13201 Bruce B Downs Blvd, Tampa, FL, 33612, USA
| | - C F Parvanta
- College of Public Health, University of South Florida (ALB, ECC, CFP, BLL), 13201 Bruce B Downs Blvd, Tampa, FL, 33612, USA
| | - E C Coughlin
- College of Public Health, University of South Florida (ALB, ECC, CFP, BLL), 13201 Bruce B Downs Blvd, Tampa, FL, 33612, USA
| | - J M Dorn
- Department of Exercise and Nutrition Sciences, School of Public Health and Health Professions, University of Buffalo, 401 Goodyear Rd, Buffalo, NY, 14214, USA
| | - B L Levin
- College of Public Health, University of South Florida (ALB, ECC, CFP, BLL), 13201 Bruce B Downs Blvd, Tampa, FL, 33612, USA
| | - C D Meade
- Moffitt Cancer Center, Population Science, Health Outcomes and Behavior (CDM, CKG), 4117 E Fowler Ave, Tampa, FL, 33612, USA
| | - C K Gwede
- Moffitt Cancer Center, Population Science, Health Outcomes and Behavior (CDM, CKG), 4117 E Fowler Ave, Tampa, FL, 33612, USA
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14
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Luu YT, Luo Q, Horner MJ, Shiels M, Engels EA, Sargen MR. Risk of Nonkeratinocyte Skin Cancers in People Living with HIV during the Era of Antiretroviral Therapy. J Invest Dermatol 2023; 143:588-595.e3. [PMID: 36216206 PMCID: PMC10038815 DOI: 10.1016/j.jid.2022.09.008] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2022] [Revised: 09/02/2022] [Accepted: 09/13/2022] [Indexed: 11/06/2022]
Abstract
Antiretroviral therapy may alter susceptibility to nonkeratinocyte skin cancers (NKSCs) by improving immunity in people living with HIV. Using linked data from HIV and cancer registries in 12 states/regions in the United States during the antiretroviral therapy era (1996‒2018), we calculated standardized incidence ratios for 27 NKSCs, comparing incidence with that of the general population. Risk factors for NKSCs were evaluated using Poisson regression. There were 2,743 NKSCs diagnosed in 585,706 people living with HIV followed for 4,575,794 person-years. Kaposi sarcoma was the most common cancer (82%), followed by melanoma (12%) and cutaneous lymphoma (2.6%). Incidence was elevated for virus-related NKSCs: Kaposi sarcoma (standardized incidence ratio = 147, 95% confidence interval = 141‒153), diffuse large B-cell lymphoma (standardized incidence ratio = 5.19, 95% confidence interval = 3.13‒8.11), and Merkel cell carcinoma (standardized incidence ratio = 3.15, 95% confidence interval = 1.93‒4.87); elevated incidence for diffuse large B-cell lymphoma and Merkel cell carcinoma was observed only among people living with HIV with a previously acquired immunodeficiency syndrome diagnosis. Kaposi sarcoma risk was highest among men who have sex with men. Incidence was not increased for melanoma, adnexal carcinomas, and sarcomas. Melanoma and Merkel cell carcinoma arose disproportionately on sun-exposed skin, supporting a role for UVR in their development. In conclusion, risk for most NKSCs was similar to that of the general population during the antiretroviral therapy era, suggesting that people living with HIV without NKSC risk factors may not require intensive skin surveillance.
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Affiliation(s)
- Yen T Luu
- Division of Cancer Epidemiology & Genetics, National Cancer Institute, National Institutes of Health, Rockville, Maryland, USA; School of Medicine, University of Missouri - Kansas City, Kansas City, Missouri, USA
| | - Qianlai Luo
- Division of Cancer Epidemiology & Genetics, National Cancer Institute, National Institutes of Health, Rockville, Maryland, USA
| | - Marie-Josephe Horner
- Division of Cancer Epidemiology & Genetics, National Cancer Institute, National Institutes of Health, Rockville, Maryland, USA
| | - Meredith Shiels
- Division of Cancer Epidemiology & Genetics, National Cancer Institute, National Institutes of Health, Rockville, Maryland, USA
| | - Eric A Engels
- Division of Cancer Epidemiology & Genetics, National Cancer Institute, National Institutes of Health, Rockville, Maryland, USA
| | - Michael R Sargen
- Division of Cancer Epidemiology & Genetics, National Cancer Institute, National Institutes of Health, Rockville, Maryland, USA.
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15
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Ingvar J, Nielsen K, Ingvar Å. Factors for not performing total body skin examinations in primary care in association with teledermoscopy. BMC PRIMARY CARE 2023; 24:76. [PMID: 36944927 PMCID: PMC10031956 DOI: 10.1186/s12875-023-02034-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 12/12/2022] [Accepted: 03/10/2023] [Indexed: 03/23/2023]
Abstract
PURPOSE To investigate factors related to omitted total body skin examination (TBSE) in skin cancer diagnostics while managing patients using teledermoscopy (TDS) in Swedish primary care. METHODS 4,987 TDS referrals from primary care centers were analyzed to identify factors associated with failing to perform TBSE. Data collected included age, gender of patient and physician, and reason for a visit. Logistic regression was used to test the association between the variables and risk of failing to complete a TBSE. RESULTS The risk for omitted TBSE is higher in older patients, females, patients whose primary reason for seeking care was not specifically for a complete skin check, and with female physician. Patients > 80 years had more than four times increased risk of not undergoing TBSE compared to the youngest (< 30 y). The strongest correlation to omitting TBSE was with other reasons for primary care visits than "skin check". Male gender of the patient and being examined by male physicians decreased the risk of omitted TBSE by 20% and 30%, respectively. There was no evidence of interaction between the gender of the patient and the physician. CONCLUSION Since TDS reduces the opportunities to have a TBSE by dermatologists, the standard management of patients with suspicious skin lesions in primary care must be revised and evidence-based. TBSE is strongly recommended for patients with increased risk of skin cancer, for example old persons with fair skin and a history of skin cancer, when managing them with TDS.
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Affiliation(s)
- Jonas Ingvar
- Dermatology and Venereology, Department of clinical sciences Lund, Lund University Skin Cancer research group (LuScaR), Lund University, Lund, Sweden.
- Kry Laurentii Primary Care Center, Lund, Sweden.
| | - Kari Nielsen
- Dermatology and Venereology, Department of clinical sciences Lund, Lund University Skin Cancer research group (LuScaR), Lund University, Lund, Sweden
- Department of Dermatology, Skåne University Hospital, Lund, Sweden
- Department of Dermatology and Venereology, Helsingborg Hospital, Helsingborg, Sweden
| | - Åsa Ingvar
- Dermatology and Venereology, Department of clinical sciences Lund, Lund University Skin Cancer research group (LuScaR), Lund University, Lund, Sweden
- Department of Dermatology, Skåne University Hospital, Lund, Sweden
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16
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Yang DD, Borsky K, Jani C, Crowley C, Rodrigues JN, Matin RN, Marshall DC, Salciccioli JD, Shalhoub J, Goodall R. Trends in keratinocyte skin cancer incidence, mortality and burden of disease in 33 countries between 1990 and 2017. Br J Dermatol 2023; 188:237-246. [PMID: 36763862 DOI: 10.1093/bjd/ljac064] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2021] [Revised: 10/02/2022] [Accepted: 10/18/2022] [Indexed: 01/09/2023]
Abstract
BACKGROUND Keratinocyte cancers (KCs) are the most common type of cancer in the White population worldwide, with associated high healthcare costs. Understanding the epidemiological trends for KCs, namely basal cell carcinomas (BCCs) and cutaneous squamous cell carcinomas (SCCs), is required to assess burden of disease, project future trends and identify strategies for addressing this pressing global health issue. OBJECTIVES To report trends in BCC and SCC incidence, and SCC mortality and disability-adjusted life-years (DALYs). METHODS An observational study of the Global Burden of Disease (GBD) database between 1990 and 2017 was performed. European Union countries and other selected high-income countries, including the UK and the USA, classified as having high-quality mortality data, were included. Annual age-standardized incidence rates (ASIRs), age-standardized death rates (ASDRs) and DALYs for each country were obtained from the GBD database. Trends were described using joinpoint regression analysis. RESULTS Overall, 33 countries were included. For both BCC and SCC in 2015-2017, the highest ASIRs were observed in the USA and Australia. Males had higher ASIRs than females at the end of the observation period in all countries for SCC, and in all countries but two for BCC. In contrast, the highest ASDRs for SCC were observed in Australia and Latvia for males, and in Romania and Croatia for females. The highest DALYs for SCC for both sexes were seen in Australia and Romania. Over the observation period, there were more countries demonstrating decreasing trends in mortality than in incidence, and disparities were observed between which countries had comparatively high mortality rates and which had high incidence rates. Overall reductions in SCC DALYs were observed in 24 of 33 countries for males, and 25 countries for females. CONCLUSIONS Over the past 27 years, although trends in SCC incidence have risen in most countries, there is evidence that mortality rates have been decreasing. Burden of disease as assessed using DALYs has decreased in the majority of countries. Future work will explore potential explanatory factors for the observed disparity in trends in SCC incidence and mortality.
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Affiliation(s)
| | - Kim Borsky
- Medical Data Research Collaborative, London, UK
| | - Chinmay Jani
- Medical Data Research Collaborative, London, UK.,Department of Medicine, Mount Auburn Hospital, Cambridge, MA, USA.,Harvard Medical School, Boston, MA, USA
| | - Conor Crowley
- Medical Data Research Collaborative, London, UK.,Division of Pulmonary and Critical Care Medicine, Lahey Hospital, Burlington, MA, USA
| | | | - Rubeta N Matin
- Oxford University Hospitals NHS Foundation Trust, Oxford, UK
| | - Dominic C Marshall
- Medical Data Research Collaborative, London, UK.,National Heart and Lung Institute, Imperial College London, London, UK
| | - Justin D Salciccioli
- Medical Data Research Collaborative, London, UK.,Division of Pulmonary and Critical Care, Brigham and Women's Hospital, Boston, MA, USA
| | - Joseph Shalhoub
- Medical Data Research Collaborative, London, UK.,Department of Surgery and Cancer, Imperial College London, London, UK.,Imperial Vascular Unit, Imperial College Healthcare NHS Trust, London, UK
| | - Richard Goodall
- Medical Data Research Collaborative, London, UK.,Department of Surgery and Cancer, Imperial College London, London, UK
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17
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Liopyris K, Gregoriou S, Dias J, Stratigos AJ. Artificial Intelligence in Dermatology: Challenges and Perspectives. Dermatol Ther (Heidelb) 2022; 12:2637-2651. [PMID: 36306100 PMCID: PMC9674813 DOI: 10.1007/s13555-022-00833-8] [Citation(s) in RCA: 41] [Impact Index Per Article: 20.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2022] [Accepted: 10/07/2022] [Indexed: 01/07/2023] Open
Abstract
Artificial intelligence (AI) based on machine learning and convolutional neuron networks (CNN) is rapidly becoming a realistic prospect in dermatology. Non-melanoma skin cancer is the most common cancer worldwide and melanoma is one of the deadliest forms of cancer. Dermoscopy has improved physicians' diagnostic accuracy for skin cancer recognition but unfortunately it remains comparatively low. AI could provide invaluable aid in the early evaluation and diagnosis of skin cancer. In the last decade, there has been a breakthrough in new research and publications in the field of AI. Studies have shown that CNN algorithms can classify skin lesions from dermoscopic images with superior or at least equivalent performance compared to clinicians. Even though AI algorithms have shown very promising results for the diagnosis of skin cancer in reader studies, their generalizability and applicability in everyday clinical practice remain elusive. Herein we attempted to summarize the potential pitfalls and challenges of AI that were underlined in reader studies and pinpoint strategies to overcome limitations in future studies. Finally, we tried to analyze the advantages and opportunities that lay ahead for a better future for dermatology and patients, with the potential use of AI in our practices.
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Affiliation(s)
- Konstantinos Liopyris
- 1st Department of Dermatology-Venereology, Andreas Sygros Hospital, National and Kapodistrian University of Athens, 5 Ionos Dragoumi Str, 16121, Athens, Greece
- Dermatology Department, Memorial Sloan Kettering Cancer Center, New York, NY, 10021, USA
| | - Stamatios Gregoriou
- 1st Department of Dermatology-Venereology, Andreas Sygros Hospital, National and Kapodistrian University of Athens, 5 Ionos Dragoumi Str, 16121, Athens, Greece.
| | - Julia Dias
- 1st Department of Dermatology-Venereology, Andreas Sygros Hospital, National and Kapodistrian University of Athens, 5 Ionos Dragoumi Str, 16121, Athens, Greece
| | - Alexandros J Stratigos
- 1st Department of Dermatology-Venereology, Andreas Sygros Hospital, National and Kapodistrian University of Athens, 5 Ionos Dragoumi Str, 16121, Athens, Greece
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18
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Ratnapradipa K, Watanabe-Galloway S, Hymel E, High R, Farazi PA. Predictors of behavioral cancer risk factors and preventive behaviors among Nebraskans. Cancer Epidemiol 2022; 81:102264. [PMID: 36195016 DOI: 10.1016/j.canep.2022.102264] [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: 06/30/2022] [Revised: 09/02/2022] [Accepted: 09/16/2022] [Indexed: 11/02/2022]
Abstract
BACKGROUND The overall incidence rate of cancer in Nebraska is higher than the national average with cancer being the second leading cause of death in the state. Interventions are required to reduce the cancer burden; however, further research is first needed to identify behavioral cancer risk factors and preventive behaviors among Nebraskans that can be targeted. METHODS A statewide cross-sectional survey of Nebraskans aged 19 and older was conducted in 2019 using an address-based sampling method (n = 1640). Multivariable logistic regression was used to examine factors associated with being up-to-date on cancer screening and with behavioral cancer risk factors and preventive behaviors. RESULTS 93.42% of Nebraskans did not meet the daily recommended consumption of fruits and vegetables, and 71.51% did not meet weekly physical activity guidelines. The proportion of adults up to date on cancer screening was 64.57% for breast, 68.83% for cervical, 69.01% for colorectal, and 24.07% for skin cancers. Individuals 65-74 (OR: 3.40, 95% CI: 1.52-7.62) and 75 or older (OR: 3.30, 95% CI: 1.35-8.07) were more likely to be current with their colorectal cancer screening compared to ages 50-64. Hispanics were less likely to be current with mammograms (OR: 0.06, 95% CI: 0.01-0.71) and ever screened for cervical cancer (OR:0.13, 95% CI: 0.02-0.94) compared to Non-Hispanic Whites. CONCLUSIONS Disparities in cancer screening and risk and preventive behaviors exist in Nebraska. IMPACT The study highlights a need for continuing efforts to improve preventive cancer behaviors for the entire population as well as some high-risk populations in Nebraska.
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Affiliation(s)
- Kendra Ratnapradipa
- Department of Epidemiology, College of Public Health, University of Nebraska Medical Center, United States
| | - Shinobu Watanabe-Galloway
- Department of Epidemiology, College of Public Health, University of Nebraska Medical Center, United States
| | - Emma Hymel
- Department of Epidemiology, College of Public Health, University of Nebraska Medical Center, United States
| | - Robin High
- Department of Biostatistics, College of Public Health, University of Nebraska Medical Center, United States
| | - Paraskevi A Farazi
- Department of Epidemiology, College of Public Health, University of Nebraska Medical Center, United States.
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19
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Chen D, Wang C. Routine Skin Cancer Screening: Balance Between Overdiagnosis and Prevention. Cancer Invest 2022; 40:839-841. [PMID: 36069498 DOI: 10.1080/07357907.2022.2122488] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
Affiliation(s)
- David Chen
- Temerty Faculty of Medicine, University of Toronto, Toronto, Canada
| | - Christine Wang
- School of Medicine, American University of the Caribbean School of Medicine
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20
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Ramiscal JAB, Stern SL, Wilson AK, Lorimer PD, Lee NA, Goldfarb MR, Foshag LJ, Fischer TD. Does Residual Invasive Disease in Wide Local Excision after Diagnosis with Partial Biopsy Technique Influence Survival in Melanoma? Matched-Pair Analysis of Multicenter Selective Lymphadenectomy Trial I and II. J Am Coll Surg 2022; 235:49-59. [PMID: 35703962 DOI: 10.1097/xcs.0000000000000263] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
BACKGROUND Current guidelines recommend excisional/complete biopsy for melanoma diagnosis, owing to high rates of residual disease found at wide local excision (WLE) after partial biopsy techniques. We sought to determine any survival disadvantage associated with the presence of residual invasive melanoma in the WLE after diagnosis with a partial biopsy technique. STUDY DESIGN Data were examined from Multicenter Selective Lymphadenectomy Trials I and II (MSLT-I and -II), 2 large melanoma trials. Patients diagnosed with excisional/complete biopsy were excluded. Clinicopathologic characteristics, melanoma-specific survival (MSS), distant disease-free survival (DDFS), and disease-free survival (DFS) of those with residual invasive melanoma in the definitive WLE and those with no residual melanoma were compared. Matched pairing was used to reduce variability between groups. RESULTS From 1994 through 2014, 3,939 patients were enrolled in these trials and 874 (22%) were diagnosed using partial biopsy techniques. Of these, 399 (46%) had residual tumor in the WLE. Only 6 patients had residual tumor in their WLE resulting in T-upstaging of their tumor. Match-pairing formed two cohorts (1:1) of patients with and without residual invasive tumor after WLE. A total of 514 patients were paired; 288 (56%) males, 148 (28.8%) aged 60 or older, 192 (37.4%) with truncal melanomas, 214 (41.6%) had Breslow thickness 2 mm or greater, and 376 (73.2%) had positive sentinel nodes. Kaplan-Meier analysis showed no statistical difference in 10-year MSS (73.6% ± 3.3% vs 73.9% ± 3.7%, p = 0.891), DDFS (68.7% ± 3.4% vs 65.3% ± 4.0%, p = 0.548), or DFS (59.6% ± 3.7% vs 59.4% ± 3.9%, p = 0.783). CONCLUSIONS Survival in patients with primary melanoma does not appear to be worse in patients who undergo a partial biopsy technique and are later found to have residual invasive tumor in the WLE specimen.
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Affiliation(s)
- Judi Anne B Ramiscal
- From Saint John's Cancer Institute at Providence Saint John's Health Center, Santa Monica, CA
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21
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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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22
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Sanjida S, Betz-Stablein B, Atkinson V, Janda M, Barsoum R, Edwards HA, Chiu F, Tran MC, Soyer HP, Schaider H. In-Depth Characterisation of Real-World Advanced Melanoma Patients Receiving Immunotherapies and/or Targeted Therapies: A Case Series. Cancers (Basel) 2022; 14:cancers14112801. [PMID: 35681781 PMCID: PMC9179437 DOI: 10.3390/cancers14112801] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2022] [Accepted: 06/02/2022] [Indexed: 12/04/2022] Open
Abstract
Immunotherapies and targeted therapies have shown significant benefits for melanoma survival in the clinical trial setting. Much less is known about the characteristics and associated outcomes of those receiving such therapies in real-world settings. This study describes the characteristics of patients with advanced melanoma receiving immuno- and/or targeted therapies in a real-world setting. This prospective cohort study enrolled participants aged >18 years, diagnosed with advanced melanoma and currently undergoing immuno- and/or targeted therapies outside a clinical trial for follow-up with three-dimensional (3D) total-body imaging. Participants (n = 41) had a mean age of 62 years (range 29−86), 26 (63%) were male and the majority (n = 26, 63%) had ≥2 comorbidities. After a median of 39 months (range 1−52) follow-up, 59% (n = 24/41) of participants were alive. Despite multiple co-morbidities, the survival of participants with advanced melanoma treated using immuno- and/or targeted therapies was similar or better in our real-world setting compared to those treated in clinical trials using similar therapies. Larger studies powered to evaluate phenotypic and socio-economic characteristics, as well as specific comorbidities associated with survival in a real-world setting, are required to help determine those who will most benefit from immuno- and/or targeted therapies.
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Affiliation(s)
- Saira Sanjida
- Centre for Health Services Research, Faculty of Medicine, The University of Queensland, Woolloongabba, QLD 4102, Australia; (S.S.); (M.J.)
- The University of Queensland Diamantina Institute, Dermatology Research Centre, The University of Queensland, Woolloongabba, QLD 4102, Australia; (R.B.); (H.A.E.); (F.C.); (M.C.T.); (H.P.S.); (H.S.)
| | - Brigid Betz-Stablein
- The University of Queensland Diamantina Institute, Dermatology Research Centre, The University of Queensland, Woolloongabba, QLD 4102, Australia; (R.B.); (H.A.E.); (F.C.); (M.C.T.); (H.P.S.); (H.S.)
- Correspondence: ; Tel.: +61-7-34437399
| | - Victoria Atkinson
- Cancer Care Services, Princess Alexandra Hospital, Woolloongabba, QLD 4102, Australia;
| | - Monika Janda
- Centre for Health Services Research, Faculty of Medicine, The University of Queensland, Woolloongabba, QLD 4102, Australia; (S.S.); (M.J.)
| | - Ramez Barsoum
- The University of Queensland Diamantina Institute, Dermatology Research Centre, The University of Queensland, Woolloongabba, QLD 4102, Australia; (R.B.); (H.A.E.); (F.C.); (M.C.T.); (H.P.S.); (H.S.)
| | - Harrison Aljian Edwards
- The University of Queensland Diamantina Institute, Dermatology Research Centre, The University of Queensland, Woolloongabba, QLD 4102, Australia; (R.B.); (H.A.E.); (F.C.); (M.C.T.); (H.P.S.); (H.S.)
| | - Frank Chiu
- The University of Queensland Diamantina Institute, Dermatology Research Centre, The University of Queensland, Woolloongabba, QLD 4102, Australia; (R.B.); (H.A.E.); (F.C.); (M.C.T.); (H.P.S.); (H.S.)
| | - My Co Tran
- The University of Queensland Diamantina Institute, Dermatology Research Centre, The University of Queensland, Woolloongabba, QLD 4102, Australia; (R.B.); (H.A.E.); (F.C.); (M.C.T.); (H.P.S.); (H.S.)
| | - H Peter Soyer
- The University of Queensland Diamantina Institute, Dermatology Research Centre, The University of Queensland, Woolloongabba, QLD 4102, Australia; (R.B.); (H.A.E.); (F.C.); (M.C.T.); (H.P.S.); (H.S.)
- Dermatology Department, Princess Alexandra Hospital, Woolloongabba, QLD 4102, Australia
| | - Helmut Schaider
- The University of Queensland Diamantina Institute, Dermatology Research Centre, The University of Queensland, Woolloongabba, QLD 4102, Australia; (R.B.); (H.A.E.); (F.C.); (M.C.T.); (H.P.S.); (H.S.)
- Dermatology Department, Princess Alexandra Hospital, Woolloongabba, QLD 4102, Australia
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23
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Tewattanarat N, Junhasavasdikul T, Panwar S, Joshi SD, Abadeh A, Greer MLC, Goldenberg A, Zheng G, Villani A, Malkin D, Doria AS. Diagnostic accuracy of imaging approaches for early tumor detection in children with Li-Fraumeni syndrome. Pediatr Radiol 2022; 52:1283-1295. [PMID: 35391548 DOI: 10.1007/s00247-022-05296-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/13/2021] [Revised: 12/17/2021] [Accepted: 01/18/2022] [Indexed: 10/18/2022]
Abstract
BACKGROUND The Toronto protocol for cancer surveillance in children with Li-Fraumeni syndrome has been adopted worldwide. OBJECTIVE To assess the diagnostic accuracy of the imaging used in this protocol. MATERIALS AND METHODS We conducted a blinded retrospective review of imaging modalities in 31 pediatric patients. We compared imaging findings with the reference standards, which consisted of (1) histopathological diagnosis, (2) corresponding dedicated imaging or subsequent surveillance imaging or (3) clinical outcomes. We individually analyzed each modality's diagnostic performance for cancer detection and assessed it on a per-study basis for chest and abdominal regional whole-body MRI (n=115 each), brain MRI (n=101) and abdominal/pelvic US (n=292), and on a per-lesion basis for skeleton/soft tissues on whole-body MRI (n=140). RESULTS Of 763 studies/lesions, approximately 80% had reference standards that identified 4 (0.7%) true-positive, 523 (85.3%) true-negative, 5 (0.8%) false-positive, 3 (0.5%) false-negative and 78 (12.7%) indeterminate results. There were 3 true-positives on whole-body MRI and 1 true-positive on brain MRI as well as 3 false-negatives on whole-body MRI. Sensitivities and specificities of tumor diagnosis using a worst-case scenario analysis were, respectively, 40.0% (95% confidence interval [CI]: 7.3%, 83.0%) and 38.2% (95% CI: 29.2%, 48.0%) for skeleton/soft tissues on whole-body MRI; sensitivity non-available and 97.8% (95% CI: 91.4%, 99.6%) for chest regional whole-body MRI; 100.0% (95% CI: 5.5%, 100.0%) and 96.8% (95% CI: 90.2%, 99.2%) for abdominal regional whole-body MRI; sensitivity non-available and 98.3% (95% CI: 95.3, 99.4) for abdominal/pelvic US; and 50.0% (95% CI: 2.7%, 97.3%) and 93.8% (95% CI: 85.6%, 97.7%) for brain MRI. CONCLUSION Considerations for optimizing imaging protocol, defining criteria for abnormalities, developing a structured reporting system, and practicing consensus double-reading may enhance the diagnostic accuracy for tumor surveillance.
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Affiliation(s)
- Nipaporn Tewattanarat
- Department of Medical Imaging, The Hospital for Sick Children University of Toronto, 555 University Ave., 2nd floor, Toronto, ON, M5G1X8, Canada.,Department of Radiology, Khon Kaen University, Mueang, Khon Kaen, Thailand
| | - Thitiporn Junhasavasdikul
- Department of Medical Imaging, The Hospital for Sick Children University of Toronto, 555 University Ave., 2nd floor, Toronto, ON, M5G1X8, Canada.,Department of Diagnostic and Therapeutic Radiology, Ramathibodi Hospital, Mahidol University, Rajthevi, Bangkok, Thailand
| | - Sanuj Panwar
- Department of Medical Imaging, The Hospital for Sick Children University of Toronto, 555 University Ave., 2nd floor, Toronto, ON, M5G1X8, Canada.,Research Institute, Peter Gilgan Centre for Research and Learning, The Hospital for Sick Children, Toronto, ON, Canada
| | - Sayali D Joshi
- Department of Medical Imaging, The Hospital for Sick Children University of Toronto, 555 University Ave., 2nd floor, Toronto, ON, M5G1X8, Canada
| | - Armin Abadeh
- Department of Medical Imaging, The Hospital for Sick Children University of Toronto, 555 University Ave., 2nd floor, Toronto, ON, M5G1X8, Canada.,Department of Medicine, University of Toronto, Toronto, ON, Canada
| | - Mary Louise C Greer
- Department of Medical Imaging, The Hospital for Sick Children University of Toronto, 555 University Ave., 2nd floor, Toronto, ON, M5G1X8, Canada
| | - Anna Goldenberg
- Research Institute, Peter Gilgan Centre for Research and Learning, The Hospital for Sick Children, Toronto, ON, Canada
| | - Gang Zheng
- Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada
| | - Anita Villani
- Division of Hematology/Oncology, Department of Pediatrics, University of Toronto, Toronto, ON, Canada
| | - David Malkin
- Division of Hematology/Oncology, Department of Pediatrics, University of Toronto, Toronto, ON, Canada
| | - Andrea S Doria
- Department of Medical Imaging, The Hospital for Sick Children University of Toronto, 555 University Ave., 2nd floor, Toronto, ON, M5G1X8, Canada. .,Research Institute, Peter Gilgan Centre for Research and Learning, The Hospital for Sick Children, Toronto, ON, Canada.
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24
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Verstockt J, Verspeek S, Thiessen F, Tjalma WA, Brochez L, Steenackers G. Skin Cancer Detection Using Infrared Thermography: Measurement Setup, Procedure and Equipment. SENSORS 2022; 22:s22093327. [PMID: 35591018 PMCID: PMC9100961 DOI: 10.3390/s22093327] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/10/2022] [Revised: 04/13/2022] [Accepted: 04/21/2022] [Indexed: 12/24/2022]
Abstract
Infrared thermography technology has improved dramatically in recent years and is gaining renewed interest in the medical community for applications in skin tissue identification applications. However, there is still a need for an optimized measurement setup and protocol to obtain the most appropriate images for decision making and further processing. Nowadays, various cooling methods, measurement setups and cameras are used, but a general optimized cooling and measurement protocol has not been defined yet. In this literature review, an overview of different measurement setups, thermal excitation techniques and infrared camera equipment is given. It is possible to improve thermal images of skin lesions by choosing an appropriate cooling method, infrared camera and optimized measurement setup.
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Affiliation(s)
- Jan Verstockt
- InViLab Research Group, Department Electromechanics, Faculty of Applied Engineering, University of Antwerp, Groenenborgerlaan 171, B-2020 Antwerpen, Belgium; (S.V.); (G.S.)
- Correspondence:
| | - Simon Verspeek
- InViLab Research Group, Department Electromechanics, Faculty of Applied Engineering, University of Antwerp, Groenenborgerlaan 171, B-2020 Antwerpen, Belgium; (S.V.); (G.S.)
| | - Filip Thiessen
- Department of Plastic, Reconstructive and Aesthetic Surgery, Multidisciplinary Breast Clinic, Antwerp University Hospital, University of Antwerp, Wilrijkstraat 10, B-2650 Antwerp, Belgium;
| | - Wiebren A. Tjalma
- Gynaecological Oncology Unit, Department of Obstetrics and Gynaecology, Multidisciplinary Breast Clinic, Antwerp University Hospital, University of Antwerp, Wilrijkstraat 10, B-2650 Antwerp, Belgium;
| | - Lieve Brochez
- Department of Dermatology, Ghent University Hospital, C. Heymanslaan 10, B-9000 Ghent, Belgium;
| | - Gunther Steenackers
- InViLab Research Group, Department Electromechanics, Faculty of Applied Engineering, University of Antwerp, Groenenborgerlaan 171, B-2020 Antwerpen, Belgium; (S.V.); (G.S.)
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25
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Affiliation(s)
- Robert A Swerlick
- Department of Dermatology, Emory University School of Medicine, Atlanta, Georgia
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26
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Marogi EP, Ohiomoba RO, Stone NJ. Eruptive Xanthomas: Importance of Recognition to Reduce Delay of Effective Triglyceride Reduction. Am J Med 2022; 135:444-447. [PMID: 34732347 DOI: 10.1016/j.amjmed.2021.09.026] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/06/2021] [Revised: 09/20/2021] [Accepted: 09/28/2021] [Indexed: 02/03/2023]
Abstract
Eruptive xanthomas are localized lipid deposits in the dermis and an important early clue to severe hypertriglyceridemia. These small erythematous or yellow papules that localize to the extensor surfaces of extremities, buttocks, and the back are often overlooked during routine visits secondary to poor familiarity and limited skin examinations. We present 3 cases of patients with eruptive xanthomas and severe hypertriglyceridemia who underwent skin biopsy and waited weeks to years before receiving effective treatment. We suggest the following to minimize the delay between presentation and effective management. First, perform a comprehensive skin examination. Second, be mindful of the association between metabolic syndrome or diabetes with severe hypertriglyceridemia. Third, evaluate the Four D's of secondary hypertriglyceridemia: Diet/Lifestyle, Drugs/Medications, and Diseases/Disorders of metabolism. Finally, initiate effective treatment promptly after recognition. This includes beginning with a minimal fat diet and appropriate pharmacological intervention to control triglycerides as outlined in recent guidelines.
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Affiliation(s)
- Emily P Marogi
- Feinberg School of Medicine, Northwestern University, Chicago, Ill
| | | | - Neil J Stone
- Departments of Medicine (Cardiology) and Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Ill.
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27
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Abstract
Because many skin lesions and disorders can appear similar, primary care clinicians often struggle to diagnose them definitively without histopathologic information obtained from a biopsy. This review article explains how to decide whether a lesion should be biopsied and what type of biopsy technique to use and then outlines the stepwise approach to each of the most common skin biopsy techniques: shave, saucerization, punch, fusiform, and subcutaneous nodule biopsies. Finally, potential pitfalls and complications are discussed so the clinician can avoid those and can provide a cosmetically acceptable result from these common outpatient procedures.
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Affiliation(s)
- Jason D Greenwood
- Department of Family Medicine, Mayo Clinic, 200 1st Street Southwest, Rochester, MN 55905, USA
| | - Stephen P Merry
- Department of Family Medicine, Mayo Clinic, 200 1st Street Southwest, Rochester, MN 55905, USA
| | - Christopher L Boswell
- Department of Family Medicine, Mayo Clinic, 200 1st Street Southwest, Rochester, MN 55905, USA.
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28
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Content Analysis of Skin Cancer Screenings on Pinterest: An Exploratory Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19052507. [PMID: 35270198 PMCID: PMC8909577 DOI: 10.3390/ijerph19052507] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Revised: 02/16/2022] [Accepted: 02/18/2022] [Indexed: 02/04/2023]
Abstract
Skin cancer rates are rising in the United States, yet screening rates remain low. Meanwhile, social media has evolved to become a primary source of health information, with 40% of daily users of Pinterest reporting the platform as a “go-to” source. The objective of this research paper is to examine how skin cancer screenings were portrayed on Pinterest. Using the search terms “skin cancer screening” and “skin cancer exam”, researchers sampled every fifth pin to collect 274 relevant pins. Two researchers coded the pins, and interrater agreement was established at 94%. The results showed that twenty-two percent of the sample depicted skin cancer screening in a negative way, yet 41.5% noted that early detection leads to better outcomes. The pins were geared toward younger, white women with minimal depiction of people of color. Few pins included comprehensive information about skin cancer risk factors, importance of routine self-screenings, or what to expect with a medical provider. Fifty-eight percent of pins included links to personal blogs. In conclusion, social media has become a powerful source of health information, yet much of the posted information is incomplete. These findings present public health experts with an opportunity to disseminate more comprehensive skin cancer screening information on social media.
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29
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Robinson JK, Wahood S, Ly S, Kirk J, Yoon J, Sterritt J, Gray E, Kwasny M. Melanoma detection by skin self-examination targeting at-risk women: A randomized controlled trial with telemedicine support for concerning moles. Prev Med Rep 2021; 24:101532. [PMID: 34976609 PMCID: PMC8683880 DOI: 10.1016/j.pmedr.2021.101532] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2021] [Revised: 08/16/2021] [Accepted: 08/22/2021] [Indexed: 12/04/2022] Open
Abstract
Secondary melanoma prevention remains crucial to reduce morbidity and mortality for the 200,000 people in the United States estimated to develop melanoma in 2021. This 3-month randomized controlled trial of online skin self-examination (SSE) education among 1000 at-risk women who received care at Northwestern Medicine in Illinois sought to determine SSE initiation and monthly performance, SSE anxiety and confidence, and health care practitioner (HCP) visits for concerning moles. Positive responses to a personal history of sunburn, a personal or family history of skin cancer, and/or having 10 or more lifetime indoor tanning sessions identified and informed women of their increased risk of melanoma. At one month, 96.2% of women receiving SSE education (SSE women) initiated SSE compared to 48.1% in the active control arm (control) (p < 0.001). More control women sought HCP visits (n = 107) than SSE women (n = 39). Control women seen by HCPs identified benign lesions, especially seborrheic keratosis, more often than SSE women. More atypical nevi (SSE 38.5%, control 8.4%) and melanomas (SSE 25.6%, control 4.7%) were visually identified by SSE women seeing HPCs (p < 0.001). There was no significant difference in SSE anxiety between the control and SSE arms. Confidence increased significantly in the SSE arm whereas there was no change in the control group (p < 0.001). Women checked someone else for concerning moles [315/ 494 (63.8%) of SSE women]. Targeting at-risk women for SSE education may help reduce melanoma mortality, especially in rural communities where incidence and mortality are greater than in urban areas.
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Affiliation(s)
- June K. Robinson
- Department of Dermatology, Northwestern University, Feinberg School of Medicine, Chicago, IL, USA
| | - Samer Wahood
- Department of Dermatology, Northwestern University, Feinberg School of Medicine, Chicago, IL, USA
| | - Sophia Ly
- Department of Dermatology, Northwestern University, Feinberg School of Medicine, Chicago, IL, USA
| | - Jessie Kirk
- Department of Dermatology, Northwestern University, Feinberg School of Medicine, Chicago, IL, USA
| | - Jamie Yoon
- Department of Dermatology, Northwestern University, Feinberg School of Medicine, Chicago, IL, USA
| | - James Sterritt
- Department of Dermatology, Northwestern University, Feinberg School of Medicine, Chicago, IL, USA
| | - Elizabeth Gray
- Department of Preventive Medicine, Northwestern University, Feinberg School of Medicine, Chicago, IL, USA
| | - Mary Kwasny
- Department of Preventive Medicine, Northwestern University, Feinberg School of Medicine, Chicago, IL, USA
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30
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Watts CG, McLoughlin K, Goumas C, van Kemenade CH, Aitken JF, Soyer HP, Fernandez Peñas P, Guitera P, Scolyer RA, Morton RL, Menzies SW, Caruana M, Kang YJ, Mann GJ, Chakera AH, Madronio CM, Armstrong BK, Thompson JF, Cust AE. Association Between Melanoma Detected During Routine Skin Checks and Mortality. JAMA Dermatol 2021; 157:1425-1436. [PMID: 34730781 DOI: 10.1001/jamadermatol.2021.3884] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Importance Early melanoma diagnosis is associated with better health outcomes, but there is insufficient evidence that screening, such as having routine skin checks, reduces mortality. Objective To assess melanoma-specific and all-cause mortality associated with melanomas detected through routine skin checks, incidentally or patient detected. A secondary aim was to examine patient, sociodemographic, and clinicopathologic factors associated with different modes of melanoma detection. Design, Setting, and Participants This prospective, population-based, cohort study included patients in New South Wales, Australia, who were diagnosed with melanoma over 1 year from October 23, 2006, to October 22, 2007, in the Melanoma Patterns of Care Study and followed up until 2018 (mean [SD] length of follow-up, 11.9 [0.3] years) by using linked mortality and cancer registry data. All patients who had invasive melanomas recorded at the cancer registry were eligible for the study, but the number of in situ melanomas was capped. The treating doctors recorded details of melanoma detection and patient and clinical characteristics in a baseline questionnaire. Histopathologic variables were obtained from pathology reports. Of 3932 recorded melanomas, data were available and analyzed for 2452 (62%; 1 per patient) with primary in situ (n = 291) or invasive (n = 2161) cutaneous melanoma. Data were analyzed from March 2020 to January 2021. Main Outcomes and Measures Melanoma-specific mortality and all-cause mortality. Results A total of 2452 patients were included in the analyses. The median age at diagnosis was 65 years (range, 16-98 years), and 1502 patients (61%) were men. A total of 858 patients (35%) had their melanoma detected during a routine skin check, 1148 (47%) self-detected their melanoma, 293 (12%) had their melanoma discovered incidentally when checking another skin lesion, and 153 (6%) reported "other" presentation. Routine skin-check detection of invasive melanomas was associated with 59% lower melanoma-specific mortality (subhazard ratio, 0.41; 95% CI, 0.28-0.60; P < .001) and 36% lower all-cause mortality (hazard ratio, 0.64; 95% CI, 0.54-0.76; P < .001), adjusted for age and sex, compared with patient-detected melanomas. After adjusting for prognostic factors including ulceration and mitotic rate, the associations were 0.68 (95% CI, 0.44-1.03; P = .13), and 0.75 (95% CI, 0.63-0.90; P = .006), respectively. Factors associated with higher odds of routine skin-check melanoma detection included being male (female vs male, odds ratio [OR], 0.73; 95% CI, 0.60-0.89; P = .003), having previous melanoma (vs none, OR, 2.36; 95% CI, 1.77-3.15; P < .001), having many moles (vs not, OR, 1.39; 95% CI, 1.10-1.77; P = .02), being 50 years or older (eg, 50-59 years vs <40 years, OR, 2.89; 95% CI, 1.92-4.34; P < .001), and living in nonremote areas (eg, remote or very remote vs major cities, OR, 0.23; 95% CI, 0.05-1.04; P = .003). Conclusions and Relevance In this cohort study, melanomas diagnosed through routine skin checks were associated with significantly lower all-cause mortality, but not melanoma-specific mortality, after adjustment for patient, sociodemographic, and clinicopathologic factors.
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Affiliation(s)
- Caroline G Watts
- The Daffodil Centre, The University of Sydney, Cancer Council NSW, Sydney, Australia.,Surveillance, Epidemiology and Research Program, Kirby Institute, University of New South Wales, Sydney, Australia
| | - Kirstie McLoughlin
- The Daffodil Centre, The University of Sydney, Cancer Council NSW, Sydney, Australia.,Cancer Research Division, Cancer Council NSW, Woolloomooloo, Sydney, Australia
| | - Chris Goumas
- The Daffodil Centre, The University of Sydney, Cancer Council NSW, Sydney, Australia
| | | | - Joanne F Aitken
- School of Public Health, The University of Queensland, Brisbane, Australia.,Cancer Council Queensland, Brisbane, Australia
| | - H Peter Soyer
- The University of Queensland Diamantina Institute, The University of Queensland, Dermatology Research Centre, Brisbane, Australia.,Dermatology Department, Princess Alexandra Hospital, Brisbane, Australia
| | - Pablo Fernandez Peñas
- Sydney Medical School, Faculty of Medicine and Health, The University of Sydney, Sydney, Australia.,Department of Dermatology, Westmead Hospital, Westmead, Sydney, Australia
| | - Pascale Guitera
- Melanoma Institute Australia, The University of Sydney, Sydney, Australia.,Faculty of Medicine and Health, The University of Sydney, Sydney, Australia.,Sydney Melanoma Diagnostic Centre, Royal Prince Alfred Hospital, Camperdown, Australia
| | - Richard A Scolyer
- Melanoma Institute Australia, The University of Sydney, Sydney, Australia.,Faculty of Medicine and Health, The University of Sydney, Sydney, Australia.,Tissue Pathology and Diagnostic Oncology, Royal Prince Alfred Hospital and New South Wales Health Pathology, Sydney, Australia
| | - Rachael L Morton
- Melanoma Institute Australia, The University of Sydney, Sydney, Australia.,National Health and Medical Research Council Clinical Trials Centre, Faculty of Medicine and Health, The University of Sydney, Sydney, Australia
| | - Scott W Menzies
- Faculty of Medicine and Health, The University of Sydney, Sydney, Australia.,Sydney Melanoma Diagnostic Centre, Royal Prince Alfred Hospital, Camperdown, Australia
| | - Michael Caruana
- The Daffodil Centre, The University of Sydney, Cancer Council NSW, Sydney, Australia.,Cancer Research Division, Cancer Council NSW, Woolloomooloo, Sydney, Australia
| | - Yoon Jung Kang
- The Daffodil Centre, The University of Sydney, Cancer Council NSW, Sydney, Australia.,Cancer Research Division, Cancer Council NSW, Woolloomooloo, Sydney, Australia
| | - Graham J Mann
- Melanoma Institute Australia, The University of Sydney, Sydney, Australia.,Centre for Cancer Research, Westmead Institute for Medical Research, The University of Sydney, Sydney, Australia.,John Curtin School of Medical Research, Australian National University, Canberra, Australia
| | - Annette H Chakera
- Department of Plastic Surgery, Herlev and Gentofte Hospital, Copenhagen, Denmark.,Department of Clinical Medicine, Copenhagen University, Copenhagen, Denmark
| | - Christine M Madronio
- Nepean Clinical School, Faculty of Medicine and Health, The University of Sydney, Sydney, Australia
| | - Bruce K Armstrong
- Sydney School of Public Health, Faculty of Medicine and Health, The University of Sydney, Sydney, Australia
| | - John F Thompson
- Melanoma Institute Australia, The University of Sydney, Sydney, Australia.,Faculty of Medicine and Health, The University of Sydney, Sydney, Australia
| | - Anne E Cust
- The Daffodil Centre, The University of Sydney, Cancer Council NSW, Sydney, Australia.,Melanoma Institute Australia, The University of Sydney, Sydney, Australia
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Chang MS, Huang L, Mostaghimi A, Hartman RI. Lifetime history of total body skin examinations in patients with disabilities: Examining for differences in skin cancer screening. J Am Acad Dermatol 2021; 85:1326-1328. [PMID: 33091467 DOI: 10.1016/j.jaad.2020.10.028] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2020] [Revised: 09/28/2020] [Accepted: 10/14/2020] [Indexed: 10/23/2022]
Affiliation(s)
- Michael S Chang
- Department of Dermatology, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Linglin Huang
- Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Arash Mostaghimi
- Department of Dermatology, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Rebecca I Hartman
- Department of Dermatology, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts; Department of Dermatology, Veterans Affairs Integrated Service Network, Jamaica Plain, Massachusetts.
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32
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Robinson JK, Brown Z, Spring B. Melanoma Skin Self-Examination Education During Mammography: Health Burden of Women Impairs Implementation. JOURNAL OF CANCER EDUCATION : THE OFFICIAL JOURNAL OF THE AMERICAN ASSOCIATION FOR CANCER EDUCATION 2021; 36:858-864. [PMID: 32090289 PMCID: PMC7483150 DOI: 10.1007/s13187-020-01714-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Identification of barriers to seeking health care for a concerning mole found during skin self-examination (SSE) by women educated during screening mammography. In this sequential mixed methods research, interviews with women who found a concerning mole and did not have health-care follow-up were analyzed and a survey was created. One year after SSE education, barriers to having health care for a self-identified concerning mole were assessed. The electronic medical records for all participants, who received education, were reviewed to ascertain who received health care related to a concerning mole or a screening mammogram. Among the 280 women who performed SSE, 85 found a concerning mole. Nine months later 51 women did not receive health care for the mole. Barriers were the burden of other medical concerns, fear of what the doctor will find, feeling like nothing is wrong, and being too busy. A positive screening mammogram (Fisher's two-sided exact test, p < 0.001) and a history of indoor tanning (Fisher's two-sided exact test, p = 0.011) were significantly associated with lack of follow-up for a concerning mole. Targeted melanoma self-identification with SSE relies upon participants initiating performance and seeking medical care for a concerning mole. The burden of a positive screening mammogram reported to women at about the same time as they identified the concerning mole was associated with failing to seek care for their concerning mole. Reminders to check moles for change 4 months after identifying a concerning mole may benefit women. Clinicaltrials.gov NCT03512457.
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Affiliation(s)
- June K Robinson
- Department of Dermatology, Northwestern University Feinberg School of Medicine, 645 N. Michigan Ave, Suite 1050, Chicago, IL, 60611, USA.
| | - Zoe Brown
- Department of Dermatology, Northwestern University Feinberg School of Medicine, 645 N. Michigan Ave, Suite 1050, Chicago, IL, 60611, USA
| | - Bonnie Spring
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
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Zicari RV, Ahmed S, Amann J, Braun SA, Brodersen J, Bruneault F, Brusseau J, Campano E, Coffee M, Dengel A, Düdder B, Gallucci A, Gilbert TK, Gottfrois P, Goffi E, Haase CB, Hagendorff T, Hickman E, Hildt E, Holm S, Kringen P, Kühne U, Lucieri A, Madai VI, Moreno-Sánchez PA, Medlicott O, Ozols M, Schnebel E, Spezzatti A, Tithi JJ, Umbrello S, Vetter D, Volland H, Westerlund M, Wurth R. Co-Design of a Trustworthy AI System in Healthcare: Deep Learning Based Skin Lesion Classifier. FRONTIERS IN HUMAN DYNAMICS 2021. [DOI: 10.3389/fhumd.2021.688152] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Abstract
This paper documents how an ethically aligned co-design methodology ensures trustworthiness in the early design phase of an artificial intelligence (AI) system component for healthcare. The system explains decisions made by deep learning networks analyzing images of skin lesions. The co-design of trustworthy AI developed here used a holistic approach rather than a static ethical checklist and required a multidisciplinary team of experts working with the AI designers and their managers. Ethical, legal, and technical issues potentially arising from the future use of the AI system were investigated. This paper is a first report on co-designing in the early design phase. Our results can also serve as guidance for other early-phase AI-similar tool developments.
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34
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Pearlman RL, Wilkerson AH, Ferris TS, Griffin DB, Cobb EK, McCowan HK, Bhattacharya K, Leo JT, Melton SC, Nahar VK. Skin cancer knowledge, attitudes, and practices among non-medical skin care professionals: A narrative review of cross-sectional and interventional studies. J Cosmet Dermatol 2021; 20:2437-2457. [PMID: 34047438 DOI: 10.1111/jocd.14260] [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: 04/13/2021] [Accepted: 05/20/2021] [Indexed: 11/29/2022]
Abstract
BACKGROUND Skin cancers are the most common malignancies in the United States. Total body skin examination by a physician, especially a dermatologist, is the gold standard for detecting suspicious lesions that may require further evaluation. Non-medical professionals (NMPs) including massage therapists, estheticians, hairdressers, and cosmetologists have the unique opportunity to frequently examine their client's skin outside of a clinical setting. By evaluating their knowledge of and comfort with evaluation of suspicious lesions, multiple studies have gauged the utility of patient encounters with NMPs for skin cancer detection. Several studies have also focused on assessment of intervention strategies for assessing and improving NMPs ability to detect suspicious lesions and to refer for physician evaluation when necessary. AIMS To conduct a narrative review of skin cancer knowledge, attitudes, and practices among NMPs. PATIENTS/METHODS A systematic search of the databases yielded 16 studies for review. A total of 8 cross-sectional studies examined the knowledge and attitudes of NMPs toward skin evaluation, and 8 studies assessed interventional strategies for improving NMPs' ability to assess skin lesions for consideration of physician referral. RESULTS This review finds that NMPs are open to the idea of examining the exposed body surfaces relevant to their work with clients and are willing to refer for physician evaluation when needed. Multiple interventional strategies have demonstrated success with educating NMPs on the importance of skin surveillance and the characteristic physical examination findings associated with skin cancers. CONCLUSION Strengthening the readiness of NMPs to examine their client's skin offers an opportunity to reduce time to skin cancer diagnosis, improve patient outcomes, and lower healthcare-associated costs of skin cancer treatment.
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Affiliation(s)
- Ross L Pearlman
- Department of Dermatology, School of Medicine, University of Mississippi Medical Center, Jackson, MS, USA
| | - Amanda H Wilkerson
- Department of Human Environmental Sciences, College of Human Environmental Sciences, The University of Alabama, Tuscaloosa, AL, USA
| | - Taylor S Ferris
- Department of Dermatology, School of Medicine, University of Mississippi Medical Center, Jackson, MS, USA
| | - David B Griffin
- University of Washington School of Medicine, Seattle, WA, USA
| | - Emily K Cobb
- Department of Dermatology, School of Medicine, University of Mississippi Medical Center, Jackson, MS, USA
| | - Hannah K McCowan
- Department of Dermatology, School of Medicine, University of Mississippi Medical Center, Jackson, MS, USA
| | - Kaustuv Bhattacharya
- Department of Pharmacy Administration, University of Mississippi, University, Jackson, MS, USA
| | - Jonathan T Leo
- Edward Via College of Osteopathic Medicine, Auburn, AL, USA
| | - Sheree C Melton
- Department of Family Medicine, School of Medicine, University of Mississippi Medical Center, Jackson, MS, USA
| | - Vinayak K Nahar
- Department of Dermatology, School of Medicine, University of Mississippi Medical Center, Jackson, MS, USA.,Department of Preventive Medicine, School of Medicine/John D. Bower School of Population Health, University of Mississippi Medical Center, Jackson, MS, USA
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35
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Cornelius LA, Fields RC, Tarhini A. Multidisciplinary Care of BRAF-Mutant Stage III Melanoma: A Physicians Perspective Review. Oncologist 2021; 26:e1644-e1651. [PMID: 34080754 PMCID: PMC8417868 DOI: 10.1002/onco.13852] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2020] [Accepted: 05/21/2021] [Indexed: 11/19/2022] Open
Abstract
Prognosis among patients with stage III melanoma can vary widely depending on the risk of disease relapse. Therefore, it is vital to optimize patient care through accurate diagnosis and staging as well as thoughtful treatment planning. A multidisciplinary team (MDT) approach, which involves active collaboration among physician specialists across a patient's disease journey, has been increasingly adopted as the standard of care for treatment of a variety of cancers, including melanoma. This review provides an overview of MDT care principles for patients with BRAF‐mutant–positive, stage III cutaneous melanoma and summarizes current literature, clinical experiences, and institutional best practices. Therapeutic goals from dermatologic, surgical, and medical oncologist perspectives regarding MDT care throughout a patient's disease course are discussed. Additionally, the role of each specialty's involvement in testing for predictive biomarkers at relevant time points to facilitate informed treatment decisions is discussed. Last, instances of successful MDT treatment of other cancers and key lessons to optimize MDT patient care in cutaneous melanoma are provided. Several aspects of MDT patient care are considered vital, such as the importance of staging via pathological examination and imaging, biomarker testing, and interdisciplinary physician and patient engagement throughout the course of treatment. Use of MDTs has the potential to improve patient care in cutaneous melanoma by improving the speed and accuracy of diagnosis, implementing a personalized treatment plan early on, and being proactive in adverse event management. Physician perspectives described in this review may lead to better outcomes, quality of life, and overall patient satisfaction. A multidisciplinary team (MDT) approach has been increasingly adopted as the standard of care for treatment of a variety of cancers, including melanoma. This review provides an overview of MDT care principles for patients with BRAF‐mutant–positive, stage III cutaneous melanoma and summarizes current literature, clinical experiences, and institutional best practices.
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Affiliation(s)
- Lynn A Cornelius
- Division of Dermatology, Department of Medicine, Alvin J. Siteman Cancer Center, Barnes-Jewish Hospital and Washington University School of Medicine, St Louis, Missouri, USA
| | - Ryan C Fields
- Department of Surgery, Alvin J. Siteman Cancer Center, Barnes-Jewish Hospital and Washington University School of Medicine, St Louis, Missouri, USA
| | - Ahmad Tarhini
- Departments of Cutaneous Oncology and Immunology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA.,University of South Florida Morsani College of Medicine, Tampa, Florida, USA
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36
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Becevic M, Smith E, Golzy M, Bysani R, Rosenfeld A, Mutrux ER, Hoffman K, Wallach E, McElroy JA, Edison K. Melanoma Extension for Community Healthcare Outcomes: A Feasibility Study of Melanoma Screening Implementation in Primary Care Settings. Cureus 2021; 13:e15322. [PMID: 34221770 PMCID: PMC8240489 DOI: 10.7759/cureus.15322] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
Introduction Melanoma incidence rates are rising faster than the rates of any other malignancy. As a major global public health concern, melanoma can be identified by a visual exam not requiring expensive invasive procedures. However, non-dermatologists lack specialized training and skills to identify high-risk patients and implement melanoma skin screenings during regular exams. Most patients from rural and underserved areas have inadequate access to specialty dermatologic care, which can potentially lead to later-stage melanomas and poor patient outcomes. The objective of this study was to identify facilitators and barriers to the implementation of risk surveys and melanoma skin screenings in primary care settings through live interactive education and the telementoring project - Melanoma ECHO (Extension for Community Healthcare Outcomes). Methods This cross-sectional study was designed with theoretical concepts from dissemination and implementation research. Monthly Melanoma ECHO sessions were integrated into an ongoing Dermatology ECHO at the University of Missouri, Columbia, Missouri, USA, from April 2018 to February 2019. Ten primary care providers, medical doctors/doctors of osteopathic medicine (MDs/DOs), nurse practitioners (NPs), and physician assistants (PAs), from across Missouri participated. Eleven virtual monthly melanoma-related didactics and case-based discussions were provided to participants. Information regarding risk factors, risk surveys, and screening techniques was provided. Ongoing telementoring and guidance were also provided for de-identified real-life patient cases. The main outcomes and measures of the study were to identify the facilitators and barriers of risk survey and melanoma skin screenings in primary care settings and to quantify the number of high-risk patients identified by participating providers and the number of new melanomas detected by visual exams during the study period. Results The primary reason why six out of 10 providers reported participation in Melanoma ECHO was that implementing melanoma skin screenings in their practice was made easier as it increased their confidence. Nine providers reported increased knowledge, and eight cited professional networking as other facilitators. The main perceived barrier to melanoma skin screening was lack of administrative and nursing support, and six providers indicated that lack of time to incorporate skin exams was also a barrier. Combined, ten participants reported identifying 976 high-risk patients during the study period and detecting 36 new melanomas. Discussion and conclusion Our findings indicate that primary care providers may benefit from attending regularly scheduled and focused specialized telementoring sessions, such as Melanoma ECHO. Ongoing support from specialists may help providers practicing in rural and isolated areas with the successful integration of risk surveys and melanoma skin screenings in primary care settings. Further Melanoma ECHO sessions with a more diverse group of primary care providers are needed to better understand the generalizability of the results.
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Affiliation(s)
- Mirna Becevic
- Dermatology, University of Missouri School of Medicine, Columbia, USA
| | - Emily Smith
- Dermatology, University of Missouri School of Medicine, Columbia, USA
| | - Mojgan Golzy
- Health Management and Informatics, University of Missouri School of Medicine, Columbia, USA
| | | | - Adam Rosenfeld
- Dermatology, University of Missouri School of Medicine, Columbia, USA
| | - Ellen R Mutrux
- Missouri Telehealth Network, University of Missouri School of Medicine, Columbia, USA
| | - Kimberly Hoffman
- Family Medicine, University of Missouri School of Medicine, Columbia, USA
| | - Emmanuelle Wallach
- Missouri Telehealth Network, University of Missouri School of Medicine, Columbia, USA
| | - Jane A McElroy
- Family Medicine, University of Missouri School of Medicine, Columbia, USA
| | - Karen Edison
- Dermatology, University of Missouri School of Medicine, Columbia, USA
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Geskin LJ, Bagot M, Hodak E, Kim EJ. Chlormethine Gel for the Treatment of Skin Lesions in All Stages of Mycosis Fungoides Cutaneous T-Cell Lymphoma: A Narrative Review and International Experience. Dermatol Ther (Heidelb) 2021; 11:1085-1106. [PMID: 34021485 PMCID: PMC8322195 DOI: 10.1007/s13555-021-00539-3] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2021] [Indexed: 12/25/2022] Open
Abstract
Mycosis fungoides (MF), the most common form of primary cutaneous T-cell lymphoma, is a disease typically with an indolent course that is initially characterized by localized patches and plaques. In the early stages of the disease, treatment involves skin-directed therapies (SDTs) such as topical corticosteroids and retinoids. Chlormethine gel (also known as mechlorethamine) was the first SDT purposely developed to treat MF and is currently endorsed by international guidelines for the treatment of adult patients with MF as a first-line therapy. While chlormethine is an efficacious therapy, its usage may be complicated by the development of cutaneous reactions at the sites of application. Herein, we discuss the supportive guidelines for MF and the suitability of chlormethine as a therapeutic option in patients with MF. In addition, we present real-world experience on the use of chlormethine gel from clinics in the USA, Israel, and France with the aim of demonstrating the efficacy of chlormethine gel in routine clinical practice and outlining strategies that are being used to manage emergent cutaneous reactions.
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Affiliation(s)
- Larisa J Geskin
- Department of Dermatology, Columbia University, 161 Fort Washington Ave, 12th Floor, New York, NY, 10032, USA.
| | - Martine Bagot
- Department of Dermatology, AP-HP, Université de Paris, Hôpital Saint-Louis, Paris, France
| | - Emmilia Hodak
- Division of Dermatology, Rabin Medical Center, Beilinson Hospital, Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Ellen J Kim
- Department of Dermatology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
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38
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Coups EJ, Xu B, Heckman CJ, Manne SL, Stapleton JL. Physician skin cancer screening among U.S. military veterans: Results from the National Health Interview Survey. PLoS One 2021; 16:e0251785. [PMID: 34003851 PMCID: PMC8130944 DOI: 10.1371/journal.pone.0251785] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2021] [Accepted: 05/04/2021] [Indexed: 11/18/2022] Open
Abstract
Introduction Although military veterans are at increased risk for skin cancer, little is known about the extent to which they have been screened for skin cancer. The study objective was to examine the prevalence and correlates of physician skin cancer screening among U.S. military veterans. Methods Data were drawn from the National Health Interview Survey. The study sample consisted of 2,826 individuals who reported being military veterans. Receipt of a physician skin examination was measured using a single question that asked participants whether they had ever had all of their skin from head to toe checked for cancer by a dermatologist or some other kind of doctor. Results Less than a third (30.88%) of participants reported ever having a physician skin examination. Factors positively associated with receipt of a physician skin examination in a multivariable logistic regression analysis included: older age, greater educational level, non-Hispanic white race/ethnicity, having TRICARE (military) health insurance, greater skin sensitivity to the sun, and engagement in more sun protection behaviors. Conclusions The majority of military veterans have never been screened for skin cancer by a physician. Screening rates were higher among individuals with one or more skin cancer risk factors. Future research is warranted to test targeted skin cancer screening interventions for this at risk and understudied population.
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Affiliation(s)
- Elliot J. Coups
- Medical Data Analytics, Parsippany, NJ, United States of America
| | - Baichen Xu
- Rutgers Cancer Institute of New Jersey, Rutgers, The State University of New Jersey, New Brunswick, NJ, United States of America
| | - Carolyn J. Heckman
- Rutgers Cancer Institute of New Jersey, Rutgers, The State University of New Jersey, New Brunswick, NJ, United States of America
- Department of Medicine, Rutgers Robert Wood Johnson Medical School, Rutgers, The State University of New Jersey, New Brunswick, NJ, United States of America
- Department of Health Behavior, Society & Policy, Rutgers School of Public Health, Rutgers, The State University of New Jersey, Piscataway, NJ, United States of America
- * E-mail:
| | - Sharon L. Manne
- Rutgers Cancer Institute of New Jersey, Rutgers, The State University of New Jersey, New Brunswick, NJ, United States of America
- Department of Medicine, Rutgers Robert Wood Johnson Medical School, Rutgers, The State University of New Jersey, New Brunswick, NJ, United States of America
- Department of Health Behavior, Society & Policy, Rutgers School of Public Health, Rutgers, The State University of New Jersey, Piscataway, NJ, United States of America
| | - Jerod L. Stapleton
- Department of Health, Behavior & Society, University of Kentucky College of Public Health, Lexington, KY, United States of America
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39
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Dessinioti C, Geller AC, Whiteman DC, Garbe C, Grob JJ, Kelly JW, Scolyer RA, Rawson RV, Lallas A, Pellacani G, Stratigos AJ. Not all melanomas are created equal: a review and call for more research into nodular melanoma. Br J Dermatol 2021; 185:700-710. [PMID: 33864261 DOI: 10.1111/bjd.20388] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/12/2021] [Indexed: 12/23/2022]
Abstract
Among the histogenic subtypes of melanoma, nodular melanoma (NM) is the major contributor for thicker and fatal melanomas and it has been associated with melanoma-specific death in thin tumours, highlighting an important subgroup of 'aggressive thin' melanomas. This review provides a synthesis of the distinct characteristics of NM, with respect to epidemiology and risk factors, clinical presentation, histopathology, molecular and dermoscopic aspects, and screening practices. The real challenges are to find better biomarkers of aggressiveness and to know whether the control of such aggressive melanomas can be influenced by targeted interventions such as early detection, drug interventions and preventive strategies.
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Affiliation(s)
- C Dessinioti
- First Department of Dermatology-Venereology, National and Kapodistrian University of Athens, Athens, Greece
| | - A C Geller
- Department of Social and Behavioral Sciences, Harvard TH Chan School of Public Health, Boston, MA, USA
| | - D C Whiteman
- Population Health Department, QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
| | - C Garbe
- Center for Dermatooncology, Department of Dermatology, Eberhard Karls University, Tuebingen, Germany
| | - J J Grob
- Department of Dermatology and Skin Cancers, APHM Timone Hospital Aix-Marseille University, Marseille, France
| | - J W Kelly
- Victorian Melanoma Service, Alfred Hospital, Melbourne, Australia
| | - R A Scolyer
- Melanoma Institute Australia, Sydney, NSW, Australia.,Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia.,Tissue Pathology and Diagnostic Oncology, Royal Prince Alfred Hospital and NSW Health Pathology, Sydney, NSW, Australia
| | - R V Rawson
- Melanoma Institute Australia, Sydney, NSW, Australia.,Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia.,Tissue Pathology and Diagnostic Oncology, Royal Prince Alfred Hospital and NSW Health Pathology, Sydney, NSW, Australia
| | - A Lallas
- First Department of Dermatology, Aristotle University, Thessaloniki, Greece
| | - G Pellacani
- Department of Dermatology, University of Modena and Reggio Emilia, Modena, Italy
| | - A J Stratigos
- First Department of Dermatology-Venereology, National and Kapodistrian University of Athens, Athens, Greece
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Sargen MR, Pfeiffer RM, Elder DE, Yang XR, Goldstein AM, Tucker MA. The Impact of Longitudinal Surveillance on Tumor Thickness for Melanoma-Prone Families with and without Pathogenic Germline Variants of CDKN2A and CDK4. Cancer Epidemiol Biomarkers Prev 2021; 30:676-681. [PMID: 33811164 DOI: 10.1158/1055-9965.epi-20-1521] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2020] [Revised: 12/18/2020] [Accepted: 01/28/2021] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND Skin cancer screening is routinely performed for members of melanoma-prone families, but longitudinal studies evaluating the efficacy of surveillance in this high-risk population are lacking. METHODS We evaluated thickness for first primary melanomas diagnosed in melanoma-prone families (≥2 individuals with melanoma) enrolled in NCT00040352 (NCI familial melanoma study) from 1976 through 2014; enrolled patients received routine skin cancer screening and education about skin self-exams. We used linear and ordinal logistic regression models adjusted for gender and age with a generalized estimating equations approach to report changes in thickness and tumor (T) stage over time, comparing outcomes for NCI cases diagnosed before (pre-study) versus after study participation (prospective) and for NCI cases versus nonfamilial cases [Surveillance, Epidemiology, and End Results (SEER) 9 registries]. RESULTS Tumor thickness was evaluated for 293 NCI (pre-study = 246; prospective = 47) patients. Compared with NCI pre-study cases, NCI prospective melanomas were thinner (0.6 vs. 1.1 mm; P < 0.001) and more likely to be T1 stage [39/47 (83%) vs. 98/246 (40%); P < 0.001]. Similar findings (P < 0.05) were observed for familial cases with and without germline CDKN2A and CDK4 mutations. Peters-Belson modeling suggested that calendar period effects of decreasing thickness in the general population (SEER 9) did not fully explain thickness trends in NCI families. CONCLUSIONS Participation in a longitudinal surveillance program providing skin cancer screening and education about skin self-exams was associated with thinner melanomas for members of melanoma-prone families. IMPACT The study findings support the clinical benefit of screening (physician and self) for this high-risk population.
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Affiliation(s)
- Michael R Sargen
- Division of Cancer Epidemiology and Genetics, NCI, NIH, Rockville, Maryland.
| | - Ruth M Pfeiffer
- Division of Cancer Epidemiology and Genetics, NCI, NIH, Rockville, Maryland
| | - David E Elder
- Department of Pathology and Laboratory Medicine, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania
| | - Xiaohong R Yang
- Division of Cancer Epidemiology and Genetics, NCI, NIH, Rockville, Maryland
| | - Alisa M Goldstein
- Division of Cancer Epidemiology and Genetics, NCI, NIH, Rockville, Maryland
| | - Margaret A Tucker
- Division of Cancer Epidemiology and Genetics, NCI, NIH, Rockville, Maryland
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Abstract
Cutaneous malignancy is becoming an increasing public health burden in terms of morbidity and cost, associated with changing environmental exposures and increased longevity of the general and the immunosuppressed population. Yet the understanding of the scope of this problem is hindered by lack of robust registries for nonmelanoma skin cancer. The risk factor responsible for most of these cancers, exposure to ultraviolet radiation, can be mitigated. However, greater consensus is necessary to enact effective prevention and screening programs. New developments, including identification of biomarkers and use of artificial intelligence, show promise for targeting screening efforts.
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Affiliation(s)
- Miriam A O'Leary
- Department of Otolaryngology-Head and Neck Surgery, Tufts Medical Center, Box #850, 800 Washington Street, Boston, MA 02111, USA.
| | - Steven J Wang
- Department of Otolaryngology-Head and Neck Surgery, University of Arizona College of Medicine, 1501 North Campbell Avenue, Room 5401, Tucson, AZ 85724, USA
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42
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Sherban A, Waseh S, Hugo A, Bui M, Daskalakis C, Jones E. Skin cancer biopsy and detection rates with total body skin examination: A cross-sectional retrospective analysis. J Am Acad Dermatol 2021; 86:929-931. [PMID: 33771595 DOI: 10.1016/j.jaad.2021.03.061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2020] [Revised: 03/17/2021] [Accepted: 03/18/2021] [Indexed: 11/26/2022]
Affiliation(s)
- Alexander Sherban
- Department of Dermatology and Cutaneous Biology, Sidney Kimmel Medical College, Thomas Jefferson University Hospital, Philadelphia, Pennsylvania
| | - Shayan Waseh
- Department of Dermatology and Cutaneous Biology, Sidney Kimmel Medical College, Thomas Jefferson University Hospital, Philadelphia, Pennsylvania
| | - Audra Hugo
- Department of Dermatology and Cutaneous Biology, Sidney Kimmel Medical College, Thomas Jefferson University Hospital, Philadelphia, Pennsylvania
| | - Michael Bui
- Department of Dermatology and Cutaneous Biology, Sidney Kimmel Medical College, Thomas Jefferson University Hospital, Philadelphia, Pennsylvania
| | - Constantine Daskalakis
- Department of Pharmacology and Experimental Therapeutics, Thomas Jefferson University Hospital, Philadelphia, Pennsylvania
| | - Elizabeth Jones
- Department of Dermatology and Cutaneous Biology, Thomas Jefferson University Hospital, Philadelphia, Pennsylvania.
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43
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Bowles TL, Sweeney C, Snyder J, Gygi J, Bott B, Wray D, Yeatman TJ, Sause WT. Impact of rurality on melanoma diagnosis in Utah. Melanoma Manag 2021; 8:MMT56. [PMID: 34084450 PMCID: PMC8162144 DOI: 10.2217/mmt-2020-0023] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Aim To analyze trends in Utah melanoma diagnosis and study the impact of rurality. Patients & methods State-wide melanoma incidence was calculated using Surveillance, Epidemiology, and End Results data (2005-2013). A subset of 5199 patients treated in an integrated healthcare system was further stratified for urban or rural residence. Results Early-stage tumors accounted for most of the increase in melanoma incidence over time. Age-adjusted melanoma incidence rate was higher in rural counties (46.7 vs 39.4). Anatomic site and stage did not differ between rural and urban patients. Rural patients were more commonly diagnosed by a local primary care provider. Conclusion Rurality had an impact on melanoma diagnosis in the specialty and location of the diagnosing provider.
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Affiliation(s)
| | - Carol Sweeney
- Department of Internal Medicine, Division of Epidemiology, School of Medicine, University of Utah, Salt Lake City, UT 84132, USA
| | - John Snyder
- Intermountain Healthcare, Salt Lake City, UT 84107, USA
| | - Jesse Gygi
- Intermountain Healthcare, Salt Lake City, UT 84107, USA
| | - Brad Bott
- Providence Health & Services, Irvine, CA 92612, USA
| | - Daniel Wray
- Twine Clinical Consulting, LLC, Park City, UT 84098, USA
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Straker RJ, Song Y, Shannon AB, Chu EY, Miura JT, Ming ME, Karakousis GC. Association of the Affordable Care Act's Medicaid expansion with the diagnosis and treatment of clinically localized melanoma: A National Cancer Database study. J Am Acad Dermatol 2021; 84:1628-1635. [PMID: 33549653 DOI: 10.1016/j.jaad.2021.01.097] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2020] [Revised: 12/31/2020] [Accepted: 01/27/2021] [Indexed: 11/30/2022]
Abstract
BACKGROUND The Affordable Care Act's Medicaid expansion is associated with earlier diagnosis and improved care among lower socioeconomic status populations with cancer, but its impact on melanoma is undefined. OBJECTIVE To determine the association of Medicaid expansion with stage of diagnosis and use of sentinel lymph node biopsy in nonelderly adult patients with newly diagnosed clinically localized melanoma. METHODS Quasi-experimental, difference-in-differences retrospective cohort analysis using data from the National Cancer Database from 2010 to 2017. Patients from expansion versus nonexpansion states and diagnosed before (2010-2013) versus after (2014-2017) expansion were identified. RESULTS Of 83,322 patients, 46.6% were female, and the median age was 55 years (interquartile range, 49-60). After risk adjustment, Medicaid expansion was associated with a decrease in the diagnosis of T1b stage or higher melanoma (odds ratio [OR], 0.93; 95% confidence interval [CI], 0.88-0.98; P = .011) and decrease in uninsured status (OR, 0.61; 95% CI, 0.52-0.72; P < .001) but was not associated with a difference in sentinel lymph node biopsy performance when indicated (OR, 1.06; 95% CI, 0.95-1.20; P = .29). LIMITATIONS Retrospective study using a national database. CONCLUSION In this study of patients with clinically localized melanoma, Medicaid expansion was associated with a decrease in the diagnosis of later T-stage tumors.
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Affiliation(s)
- Richard J Straker
- Department of Surgery, University of Pennsylvania, Perelman School of Medicine, Philadelphia, Pennsylvania.
| | - Yun Song
- Department of Surgery, University of Pennsylvania, Perelman School of Medicine, Philadelphia, Pennsylvania
| | - Adrienne B Shannon
- Department of Surgery, University of Pennsylvania, Perelman School of Medicine, Philadelphia, Pennsylvania
| | - Emily Y Chu
- Department of Dermatology, University of Pennsylvania, Perelman School of Medicine, Philadelphia, Pennsylvania
| | - John T Miura
- Department of Surgery, University of Pennsylvania, Perelman School of Medicine, Philadelphia, Pennsylvania
| | - Michael E Ming
- Department of Dermatology, University of Pennsylvania, Perelman School of Medicine, Philadelphia, Pennsylvania
| | - Giorgos C Karakousis
- Department of Surgery, University of Pennsylvania, Perelman School of Medicine, Philadelphia, Pennsylvania
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Kirkdale CL, Archer Z, Thornley T, Wright D, Valeur M, Gourlay N, Ayerst K. Accessing Mole-Scanning through Community Pharmacy: A Pilot Service in Collaboration with Dermatology Specialists. PHARMACY 2020; 8:pharmacy8040231. [PMID: 33287210 PMCID: PMC7768496 DOI: 10.3390/pharmacy8040231] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2020] [Revised: 11/20/2020] [Accepted: 11/27/2020] [Indexed: 11/16/2022] Open
Abstract
Early identification and treatment of malignant melanoma is crucial to prevent mortality. The aim of this work was to describe the uptake, profile of users and service outcomes of a mole scanning service in the community pharmacy setting in the UK. In addition, health care costs saved from the perspective of general practice were estimated. The service allowed patients to have concerning skin lesions scanned with a dermatoscopy device which were analyzed remotely by clinical dermatology specialists in order to provide recommendations for the patient. Patients were followed up to ascertain the clinical outcome. Data were analyzed for 6355 patients and 9881 scans across 50 community pharmacies. The majority of the scans required no further follow-up (n = 8763, 88.7%). Diagnosis was confirmed for 70.4% (n = 757/1118) of scans where patients were recommended to seek further medical attention. Of these, 44.3% were ultimately defined as normal (n = 335) and 6.2% as malignant melanoma (n = 47/757). An estimated 0.7% of scans taken as part of the service led to a confirmed diagnosis of malignant melanoma. This service evaluation has shown that a mole scanning service available within community pharmacies is effective at triaging patients and ultimately playing a part in identifying diagnoses of malignant melanoma.
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Affiliation(s)
| | - Zoe Archer
- ScreenCancer UK Ltd., Innovation Centre, Maidstone Road, Chatham, Kent ME5 9FD, UK; (Z.A.); (M.V.); (K.A.)
| | - Tracey Thornley
- Boots UK, Thane Road, Nottingham NG90 1BS, UK; (T.T.); (N.G.)
- School of Pharmacy, University of Nottingham, University Park, Nottingham NG7 2RD, UK
| | - David Wright
- School of Pharmacy, University of East Anglia, Norwich Research Park, Norwich NR4 7TJ, UK;
| | - Mette Valeur
- ScreenCancer UK Ltd., Innovation Centre, Maidstone Road, Chatham, Kent ME5 9FD, UK; (Z.A.); (M.V.); (K.A.)
| | - Nicola Gourlay
- Boots UK, Thane Road, Nottingham NG90 1BS, UK; (T.T.); (N.G.)
| | - Kurt Ayerst
- ScreenCancer UK Ltd., Innovation Centre, Maidstone Road, Chatham, Kent ME5 9FD, UK; (Z.A.); (M.V.); (K.A.)
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Friend PJ. Biomarkers in Cutaneous Melanoma: Implications for Patient Education and Support. Clin J Oncol Nurs 2020; 24:660-666. [PMID: 33216057 DOI: 10.1188/20.cjon.660-666] [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] [Indexed: 11/17/2022]
Abstract
BACKGROUND Elucidation of key biomarkers, as indicators and drivers of the pathologic processes in cutaneous melanoma (CM), has led to the development of effective targeted therapies. OBJECTIVES This article provides an overview of key concepts in advanced CM, particularly the essential role of biomarkers and biomarker testing to guide treatment. METHODS A comprehensive literature search was conducted in CINAHL® and PubMed® using the following search terms. FINDINGS Targeted BRAF/MEK inhibitors, as well as immune checkpoint inhibitors, have vastly improved long-term outcomes in advanced CM. Deepening understanding of the biologic and genomic features of CM and their interactions with the host immune system is critical for predicting treatment and survival outcomes and developing new therapies.
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47
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Young AT, Vora NB, Cortez J, Tam A, Yeniay Y, Afifi L, Yan D, Nosrati A, Wong A, Johal A, Wei ML. The role of technology in melanoma screening and diagnosis. Pigment Cell Melanoma Res 2020; 34:288-300. [PMID: 32558281 DOI: 10.1111/pcmr.12907] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2019] [Revised: 03/31/2020] [Accepted: 06/12/2020] [Indexed: 12/28/2022]
Abstract
Melanoma presents challenges for timely and accurate diagnosis. Expert panels have issued risk-based screening guidelines, with recommended screening by visual inspection. To assess how recent technology can impact the risk/benefit considerations for melanoma screening, we comprehensively reviewed non-invasive visual-based technologies. Dermoscopy increases lesional diagnostic accuracy for both dermatologists and primary care providers; total body photography and sequential digital dermoscopic imaging also increase diagnostic accuracy, are supported by automated lesion detection and tracking, and may be best suited to use by dermatologists for longitudinal follow-up. Specialized imaging modalities using non-visible light technology have unproven benefit over dermoscopy and can be limited by cost, access, and training requirements. Mobile apps facilitate image capture and lesion tracking. Teledermatology has good concordance with face-to-face consultation and increases access, with increased accuracy using dermoscopy. Deep learning models can surpass dermatologist accuracy, but their clinical utility has yet to be demonstrated. Technology-aided diagnosis may change the calculus of screening; however, well-designed prospective trials are needed to assess the efficacy of these different technologies, alone and in combination to support refinement of guidelines for melanoma screening.
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Affiliation(s)
- Albert T Young
- Department of Dermatology, University of California, San Francisco, CA, USA.,Dermatology Service, San Francisco Veterans Affairs Medical Center, San Francisco, CA, USA
| | - Niki B Vora
- Dermatology Service, San Francisco Veterans Affairs Medical Center, San Francisco, CA, USA
| | - Jose Cortez
- Dermatology Service, San Francisco Veterans Affairs Medical Center, San Francisco, CA, USA
| | - Andrew Tam
- Dermatology Service, San Francisco Veterans Affairs Medical Center, San Francisco, CA, USA
| | - Yildiray Yeniay
- Department of Dermatology, University of California, San Francisco, CA, USA
| | - Ladi Afifi
- Department of Dermatology, University of California, San Francisco, CA, USA
| | - Di Yan
- Department of Dermatology, University of California, San Francisco, CA, USA
| | - Adi Nosrati
- Department of Dermatology, University of California, San Francisco, CA, USA.,Dermatology Service, San Francisco Veterans Affairs Medical Center, San Francisco, CA, USA
| | - Andrew Wong
- Dermatology Service, San Francisco Veterans Affairs Medical Center, San Francisco, CA, USA
| | - Arjun Johal
- Department of Dermatology, University of California, San Francisco, CA, USA.,Dermatology Service, San Francisco Veterans Affairs Medical Center, San Francisco, CA, USA
| | - Maria L Wei
- Department of Dermatology, University of California, San Francisco, CA, USA.,Dermatology Service, San Francisco Veterans Affairs Medical Center, San Francisco, CA, USA
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48
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Trager MH, Geskin LJ, Samie FH, Liu L. Biomarkers in melanoma and non‐melanoma skin cancer prevention and risk stratification. Exp Dermatol 2020; 31:4-12. [DOI: 10.1111/exd.14114] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2020] [Accepted: 05/10/2020] [Indexed: 02/06/2023]
Affiliation(s)
- Megan H. Trager
- Department of Dermatology Columbia University Irving Medical Center New York NYUSA
| | - Larisa J. Geskin
- Department of Dermatology Columbia University Irving Medical Center New York NYUSA
| | - Faramarz H. Samie
- Department of Dermatology Columbia University Irving Medical Center New York NYUSA
| | - Liang Liu
- The Hormel Institute University of Minnesota Austin MNUSA
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49
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Chan S, Reddy V, Myers B, Thibodeaux Q, Brownstone N, Liao W. Machine Learning in Dermatology: Current Applications, Opportunities, and Limitations. Dermatol Ther (Heidelb) 2020; 10:365-386. [PMID: 32253623 PMCID: PMC7211783 DOI: 10.1007/s13555-020-00372-0] [Citation(s) in RCA: 80] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2020] [Indexed: 12/14/2022] Open
Abstract
Machine learning (ML) has the potential to improve the dermatologist's practice from diagnosis to personalized treatment. Recent advancements in access to large datasets (e.g., electronic medical records, image databases, omics), faster computing, and cheaper data storage have encouraged the development of ML algorithms with human-like intelligence in dermatology. This article is an overview of the basics of ML, current applications of ML, and potential limitations and considerations for further development of ML. We have identified five current areas of applications for ML in dermatology: (1) disease classification using clinical images; (2) disease classification using dermatopathology images; (3) assessment of skin diseases using mobile applications and personal monitoring devices; (4) facilitating large-scale epidemiology research; and (5) precision medicine. The purpose of this review is to provide a guide for dermatologists to help demystify the fundamentals of ML and its wide range of applications in order to better evaluate its potential opportunities and challenges.
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Affiliation(s)
- Stephanie Chan
- Department of Dermatology, University of California San Francisco, San Francisco, CA, USA
| | - Vidhatha Reddy
- Department of Dermatology, University of California San Francisco, San Francisco, CA, USA
| | - Bridget Myers
- Department of Dermatology, University of California San Francisco, San Francisco, CA, USA
| | - Quinn Thibodeaux
- Department of Dermatology, University of California San Francisco, San Francisco, CA, USA
| | - Nicholas Brownstone
- Department of Dermatology, University of California San Francisco, San Francisco, CA, USA
| | - Wilson Liao
- Department of Dermatology, University of California San Francisco, San Francisco, CA, USA.
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50
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Merten JW, Hamadi H, Wheeler M. Cancer risk perception predictors for total body skin examinations: a cross-sectional study using Health Information National Trends Survey (HINTS) 2017 data. Int J Dermatol 2020; 59:829-836. [PMID: 32459047 DOI: 10.1111/ijd.14935] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/13/2019] [Revised: 04/15/2020] [Accepted: 04/18/2020] [Indexed: 01/14/2023]
Abstract
BACKGROUND Despite the lack of national skin cancer screening recommendations, a total body skin examination by a healthcare provider may detect skin cancer earlier, allowing for more effective treatment and better outcomes. OBJECTIVE Examine prevalence, demographic, and cancer risk perceptions of adults who have had a skin examination performed by a healthcare provider. METHODS Retrospective, cross-sectional analysis of a nationally representative sample of U.S. adults using the Health Information National Trends Survey (HINTS). Logistic regressions were performed to identify associations between having a skin examination, risk perceptions, and demographic variables. RESULTS Approximately 46% of the sample reported having a skin examination. Females, college graduates, those with a history of skin cancer, people who check their skin for signs of skin cancer, and adults over the age of 45 were more likely to have a skin examination. The people least likely to be screened were those not wanting to know their chances of getting cancer. LIMITATIONS HINTS is a cross-sectional survey which provides only a glimpse of predictors. CONCLUSIONS The findings are consistent with other studies that people sometimes avoid cancer risk information. An educational intervention focused on the benefits of early cancer detection would benefit people who report not wanting to know their chances of getting cancer.
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Affiliation(s)
- Julie W Merten
- Department of Public Health, University of North Florida, Jacksonville, FL, USA
| | - Hanadi Hamadi
- Department of Health Administration, University of North Florida, Jacksonville, FL, USA
| | - Meghann Wheeler
- Department of Public Health, University of North Florida, Jacksonville, FL, USA
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