Clinical Characteristics at the Diagnosis of New Primary Melanoma in Italy: A Multicenter Retrospective Study Before and After the COVID-19 Pandemic
Abstract
1. Introduction
2. Materials and Methods
2.1. Study Design
2.2. Patients
2.3. Study Periods
2.4. Outcome Measures
2.5. Statistical Analysis
2.6. Ethics
3. Results
3.1. Patients
3.2. Outcome Measures
3.3. Age- and Sex-Adjusted Sensitivity Analyses
4. Discussion
Strengths and Limitations
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Maul, L.V.; Jamiolkowski, D.; Lapides, R.A.; Mueller, A.M.; Hauschild, A.; Garbe, C.; Lorigan, P.; Gershenwald, J.E.; Ascierto, P.A.; Long, G.V.; et al. Health Economic Consequences Associated With COVID-19-Related Delay in Melanoma Diagnosis in Europe. JAMA Netw. Open 2024, 7, e2356479. [Google Scholar] [CrossRef] [PubMed]
- Seretis, K.; Bounas, N.; Gaitanis, G.; Bassukas, I. A Meta-Analysis on the Impact of the COVID-19 Pandemic on Cutaneous Melanoma Diagnosis in Europe. Cancers 2022, 14, 6085. [Google Scholar] [CrossRef] [PubMed]
- Fanning, J.E.; Kalsi, S.; Krag, D.N. Impact of the COVID-19 pandemic on melanoma diagnosis and presentation: A review. Int. J. Dermatol. 2023, 62, 850–856. [Google Scholar] [CrossRef] [PubMed]
- Gisondi, P.; Cazzaniga, S.; Di Leo, S.; Piaserico, S.; Bellinato, F.; Pizzolato, M.; Gatti, A.; Eccher, A.; Brunelli, M.; Saraggi, D.; et al. Impact of the COVID-19 pandemic on melanoma diagnosis. J. Eur. Acad. Dermatol. Venereol. 2021, 35, e714–e715. [Google Scholar] [CrossRef] [PubMed]
- Martinez-Lopez, A.; Diaz-Calvillo, P.; Cuenca-Barrales, C.; Montero-Vilchez, T.; Sanchez-Diaz, M.; Buendia-Eisman, A.; Arias-Santiago, S. Impact of the COVID-19 Pandemic on the Diagnosis and Prognosis of Melanoma. J. Clin. Med. 2022, 11, 4181. [Google Scholar] [CrossRef] [PubMed]
- R Core Team. R: A Language and Environment for Statistical Computing; R Foundation for Statistical Computing: Vienna, Austria, 2025; Available online: https://www.r-project.org/ (accessed on 2 September 2025).
- Salisbury, C. Designing health care for the people who need it: James Mackenzie Lecture 2018. Br. J. Gen. Pract. 2019, 69, 458. [Google Scholar] [CrossRef] [PubMed]
- Sinnott, C.; Ansari, A.; Price, E.; Fisher, R.; Beech, J.; Alderwick, H.; Dixon-Woods, M. Understanding access to general practice through the lens of candidacy: A critical review of the literature. Br. J. Gen. Pract. 2024, 74, e683–e694. [Google Scholar] [CrossRef] [PubMed] [PubMed Central]
- Climstein, M.; Hudson, J.; Stapelberg, M.; Miller, I.J.; Rosic, N.; Coxon, P.; Furness, J.; Walsh, J. Patients poorly recognize lesions of concern that are malignant melanomas: Is self-screening the correct advice? PeerJ 2024, 12, e17674. [Google Scholar] [CrossRef] [PubMed] [PubMed Central]
- Siciliani, L.; Lafortune, G.; Canaud, M.C.; Madichie, C. Backlogs, waiting times and waiting lists of elective surgeries across OECD countries. Health Policy 2025, 163, 105478. [Google Scholar] [CrossRef] [PubMed]
- ANAAO Assomed. From Shortage of Specialists to Medical Oversupply: Projections for the Italian Medical Workforce over the Next Five Years; Policy Report; ANAAO Assomed: Roma, Italy, 2025. [Google Scholar]
- Mostafavi Zadeh, S.M.; Noroozi, E.; Gheytanchi, E.; Tajik, F.; Madjd, Z.; Ahmadvand, D. The impact of the COVID-19 pandemic on melanoma diagnosis: A systematic review and meta-analysis of global evidence. BMC Public Health 2025, 25, 2684. [Google Scholar] [CrossRef] [PubMed]
- Niforou, A.; Lagiou, P.D.; Geller, A.C.; Dessypris, N.; Stratigos, A.J. Trends in Breslow thickness of nodular and superficial spreading melanoma subtypes and associated factors: A twelve-year analysis from a tertiary referral center in Greece. Ital. J. Dermatol. Venereol. 2025, 160, 20–28. [Google Scholar] [CrossRef] [PubMed]
- Anshasi, H.; Almazrouei, H.; Rashed, N.; Salem, R.; Suhail, M.; Abdulla, A. Sun protection behaviors and knowledge of skin cancer and ultraviolet exposure in the general population. BMC Public Health 2025, 25, 24988. [Google Scholar] [CrossRef] [PubMed]
- Buja, A.; Rugge, M.; Trevisiol, C.; Zanovello, A.; Brazzale, A.R.; Zorzi, M.; Vecchiato, A.; Del Fiore, P.; Tropea, S.; Rastrelli, M.; et al. Cutaneous melanoma in older patients. BMC Geriatr. 2024, 24, 232. [Google Scholar] [CrossRef] [PubMed]



| Outcome Measure | Pre-Pandemic Period (n = 1637) | Pandemic Period (n = 1290) | First Post-Pandemic Period (n = 1096) | Second Post-Pandemic Period (n = 915) |
|---|---|---|---|---|
| Breslow thickness, mm: mean (SD) | 1.6 (2.7) | 1.9 (2.7) | 2.1 (2.9) | 2.1 (3.3) |
| Mitosis, unit/mm2: mean (SD) | 2.2 (4.4) | 2.8 (4.8) | 3.0 (5.3) | 3.4 (6.0) |
| Tumor stage II–III: n/N (%) | 321/1576 (20.4%) | 337/1254 (26.9%) | 335/1096 (30.6%) | 329/915 (36.0%) |
| Stage N+: n/N (%) | 118/1590 (7.4%) | 132/1260 (10.5%) | 151/1094 (13.8%) | 153/915 (16.7%) |
| Ulceration: n/N (%) | 234/1437 (16.3%) | 213/1108 (19.2%) | 211/941 (22.4%) | 212/801 (26.5%) |
| Patients who underwent SLNB: n/N (%) | 591/1591 (37.1%) | 548/1256 (43.6%) | 546/975 (56.0%) | 530/820 (64.6%) |
| Patients with positive SLNB: n/N (%) | 115/588 (19.5%) | 129/545 (23.7%) | 126/546 (23.1%) | 145/530 (27.4%) |
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© 2026 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license.
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Pennacchioli, E.; Nespoli, L.; Piazzalunga, D.; Caliendo, V.; Rossi, P.; Clementi, M.; Mascherini, M.; Cananzi, F.; Asero, S.; Caracò, C.; et al. Clinical Characteristics at the Diagnosis of New Primary Melanoma in Italy: A Multicenter Retrospective Study Before and After the COVID-19 Pandemic. J. Clin. Med. 2026, 15, 2715. https://doi.org/10.3390/jcm15072715
Pennacchioli E, Nespoli L, Piazzalunga D, Caliendo V, Rossi P, Clementi M, Mascherini M, Cananzi F, Asero S, Caracò C, et al. Clinical Characteristics at the Diagnosis of New Primary Melanoma in Italy: A Multicenter Retrospective Study Before and After the COVID-19 Pandemic. Journal of Clinical Medicine. 2026; 15(7):2715. https://doi.org/10.3390/jcm15072715
Chicago/Turabian StylePennacchioli, Elisabetta, Luca Nespoli, Dario Piazzalunga, Virginia Caliendo, Piero Rossi, Marco Clementi, Matteo Mascherini, Ferdinando Cananzi, Salvatore Asero, Corrado Caracò, and et al. 2026. "Clinical Characteristics at the Diagnosis of New Primary Melanoma in Italy: A Multicenter Retrospective Study Before and After the COVID-19 Pandemic" Journal of Clinical Medicine 15, no. 7: 2715. https://doi.org/10.3390/jcm15072715
APA StylePennacchioli, E., Nespoli, L., Piazzalunga, D., Caliendo, V., Rossi, P., Clementi, M., Mascherini, M., Cananzi, F., Asero, S., Caracò, C., Carcoforo, P., Del Fiore, P., Coppola, S., Pellegrini, M., Trevisiol, C., Picciotto, F., Valente, M. G., Di Raimondo, C., Tucceri Cimini, I., ... Rastrelli, M., on behalf of SICO (Italian Society of Oncological Surgery) Study Group. (2026). Clinical Characteristics at the Diagnosis of New Primary Melanoma in Italy: A Multicenter Retrospective Study Before and After the COVID-19 Pandemic. Journal of Clinical Medicine, 15(7), 2715. https://doi.org/10.3390/jcm15072715

