A multivariable disease-specific model enhances prognostication beyond current Merkel cell carcinoma staging: An international cohort study of 10,958 patients
Tom W. Andrew MBChB, MSc, MRCS , Sophie Erdmann MBChB, BSc , Mogdad Alrawi MBChB, MSc , Ruth Plummer BMBCh, DPhil , Sophia Z. Shalhout PhD , Vern Sondak MD , Isaac Brownell MD, PhD , Penny E. Lovat MPhil, PhD , Aidan Rose BSc Hons, MBChB, PhD
{"title":"A multivariable disease-specific model enhances prognostication beyond current Merkel cell carcinoma staging: An international cohort study of 10,958 patients","authors":"Tom W. Andrew MBChB, MSc, MRCS , Sophie Erdmann MBChB, BSc , Mogdad Alrawi MBChB, MSc , Ruth Plummer BMBCh, DPhil , Sophia Z. Shalhout PhD , Vern Sondak MD , Isaac Brownell MD, PhD , Penny E. Lovat MPhil, PhD , Aidan Rose BSc Hons, MBChB, PhD","doi":"10.1016/j.jaad.2024.10.096","DOIUrl":null,"url":null,"abstract":"<div><h3>Background</h3><div>Merkel cell carcinoma (MCC) is a highly aggressive cutaneous malignancy for which accurate prognostication is necessary to support clinical management.</div></div><div><h3>Objective</h3><div>(1) To determine which survival endpoint—disease-specific death (DSD) or overall survival (OS)—was better stratified by MCC American Joint Cancer Committee eighth edition staging. (2) To develop a multivariable model for enhanced MCC survival predictions.</div></div><div><h3>Methods</h3><div>A retrospective analysis of 10,958 histologically confirmed MCC patients between January 2000 and December 2020 was performed. Patient and tumor features were analyzed from 2 cohorts: a US cohort and an external validation UK cohort. A multivariable Fine and Gray competing risk (FG) model was utilized to account for the competing risk.</div></div><div><h3>Results</h3><div>DSD demonstrated greater discriminatory power as a survival endpoint when compared with OS. Multivariate FG analysis identified the most impactful features of DSD: truncal lesions (subdistribution hazard ratios [SHRs] = 1.96, <em>P</em> < .001), age >84 years (SHR = 1.79, <em>P</em> < .001), male sex (SHR = 1.34, <em>P</em> < .001), and marital status (SHR = 1.09, <em>P</em> < .001). A second FG model incorporating those impactful features enhanced survival predictions beyond current MCC staging criteria alone in both the US (C-index 0.75 vs 0.64, <em>P</em> < .001) and external validation UK cohort (C-index 0.77).</div></div><div><h3>Conclusions</h3><div>MCC staging can stratify DSD better than OS. Additional patient and tumor features enhanced prognostication beyond current staging systems.</div></div>","PeriodicalId":17198,"journal":{"name":"Journal of the American Academy of Dermatology","volume":"92 3","pages":"Pages 520-527"},"PeriodicalIF":11.8000,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of the American Academy of Dermatology","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0190962224032328","RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/11/20 0:00:00","PubModel":"Epub","JCR":"Q1","JCRName":"DERMATOLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
Background
Merkel cell carcinoma (MCC) is a highly aggressive cutaneous malignancy for which accurate prognostication is necessary to support clinical management.
Objective
(1) To determine which survival endpoint—disease-specific death (DSD) or overall survival (OS)—was better stratified by MCC American Joint Cancer Committee eighth edition staging. (2) To develop a multivariable model for enhanced MCC survival predictions.
Methods
A retrospective analysis of 10,958 histologically confirmed MCC patients between January 2000 and December 2020 was performed. Patient and tumor features were analyzed from 2 cohorts: a US cohort and an external validation UK cohort. A multivariable Fine and Gray competing risk (FG) model was utilized to account for the competing risk.
Results
DSD demonstrated greater discriminatory power as a survival endpoint when compared with OS. Multivariate FG analysis identified the most impactful features of DSD: truncal lesions (subdistribution hazard ratios [SHRs] = 1.96, P < .001), age >84 years (SHR = 1.79, P < .001), male sex (SHR = 1.34, P < .001), and marital status (SHR = 1.09, P < .001). A second FG model incorporating those impactful features enhanced survival predictions beyond current MCC staging criteria alone in both the US (C-index 0.75 vs 0.64, P < .001) and external validation UK cohort (C-index 0.77).
Conclusions
MCC staging can stratify DSD better than OS. Additional patient and tumor features enhanced prognostication beyond current staging systems.
期刊介绍:
The Journal of the American Academy of Dermatology (JAAD) is the official scientific publication of the American Academy of Dermatology (AAD). Its primary goal is to cater to the educational requirements of the dermatology community. Being the top journal in the field, JAAD publishes original articles that have undergone peer review. These articles primarily focus on clinical, investigative, and population-based studies related to dermatology. Another key area of emphasis is research on healthcare delivery and quality of care. JAAD also highlights high-quality, cost-effective, and innovative treatments within the field. In addition to this, the journal covers new diagnostic techniques and various other topics relevant to the prevention, diagnosis, and treatment of skin, hair, and nail disorders.