ArticleCancer2023
Prognostic modeling of cutaneous melanoma stage I patients using cancer registry data identifies subsets with very-low melanoma mortality.
Article in Cancer, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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Who cites it
9 citing papers in PubMed, 21 citations in OpenAlex.
- Quantifying the Interplay Between PRAME Expression and Classical Morphology: A Multivariable Analysis of 954 Suspected Melanocytic Lesions.Dermatopathology (Basel, Switzerland) · 2026Article
- Perspectives of United States dermatologists on melanoma screening and overdiagnosis: a qualitative study.Skin health and disease · 2026Article
- Cutaneous melanoma in Kazakhstan: epidemiological trends and economic burden on the healthcare system.Archives of public health = Archives belges de sante publique · 2026Article
- Melanoma Diagnosis in the Mihm Era-And Beyond.Journal of cutaneous pathology · 2026Review
- 97 Machine learning algorithms in the prognosis of cutaneous melanoma: a population-based study.Discover oncology · 2025Article
- Review
- Diagnostic error, uncertainty, and overdiagnosis in melanoma.Pathology · 2023Review
- Revision of the Melanocytic Pathology Assessment Tool and Hierarchy for Diagnosis Classification Schema for Melanocytic Lesions: A Consensus Statement.JAMA network open · 2023Article
- Advances in melanoma: epidemiology, diagnosis, and prognosis.Frontiers in medicine · 2023Review
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Authors and funding
7 authors at 5 institutions in 2 countries.
Funding
Abstract
backgroundEvidence exists that escalating melanoma incidence is due in part to overdiagnosis, the diagnosis of lesions that will not lead to symptoms or death. The authors aimed to characterize subsets of melanoma patients with very-low risk of death that may be contributing to overdiagnosis.
methodsMelanoma patients diagnosed in 2010 and 2011 with stage I lesions ≤1.0 mm thick and negative clinical lymph nodes from the Surveillance, Epidemiology, and End Results database were selected. Classification and regression tree and logistic regression models were developed and validated to identify patients with very-low risk of death from melanoma within 7 years. Logistic models were also used to identify patients at higher risk of death among this group of stage I patients.
resultsCompared to an overall 7-year mortality from melanoma of 2.5% in these patients, a subset comprising 25% had a risk below 1%. Younger age at diagnosis and Clark level II were associated with low risk of death in all models. Breslow thickness below 0.4 mm, absence of mitogenicity, absence of ulceration, and female sex were also associated with lower mortality. A small subset of high-risk patients with >20% risk of death was also identified.
conclusionPatients with very-low risk of dying from melanoma within 7 years of diagnosis were identified. Such cases warrant further study and consensus discussion to develop classification criteria, with the potential to be categorized using an alternative term such as "melanocytic neoplasms of low malignant potential." LAY SUMMARY: Although melanoma is the most serious skin cancer, most melanoma patients have high chances of survival. There is evidence that some lesions diagnosed as melanoma would never have caused symptoms or death, a phenomenon known as overdiagnosis. In this study, we used cancer registry data to identify a subset of early-stage melanoma patients with almost no melanoma deaths. Using two statistical approaches, we identified patients with <1% risk of dying from melanoma in 7 years. Such patients tended to be younger with minimal invasion into the skin. We also identified a very small patient subset with higher mortality risk.
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