A protocol for development of a microsimulation model platform to evaluate the potential benefits, harms, and cost-effectiveness of risk-tailored melanoma screening

In populations of European descent, melanoma is a high burden cancer in terms of incidence and healthcare costs, with early detection linked to better prognosis. There is no organised population screening program for melanoma in most countries, as more information is required about the potential benefits, harms and costs of population-based screening to develop policy. To assess the cost-effectiveness of a potential risk-tailored organised melanoma screening program in Australia, we have developed a protocol for a comprehensive microsimulation model (Policy1-Melanoma) that can evaluate multiple potential screening strategies. We outline the development of Policy1-Melanoma, a natural history model developed to be flexibly used to evaluate a range of scenarios related to melanoma screening, diagnosis, surveillance and management. We specify the types of data sources used for calibration and validation of Policy1-Melanoma, and the steps in this process.

Authors

Institutions

Publication Details

Journal
PLoS ONE
Published
2025-12-26
DOI
https://doi.org/10.1371/journal.pone.0339177
Primary Topic
Cutaneous Melanoma Detection and Management
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

A protocol for development of a microsimulation model platform to evaluate the potential benefits, harms, and cost-effectiveness of risk-tailored melanoma screening

Anne Elizabeth Cust, Caroline G. Watts, David C. Whiteman, Stephen Wade et al.
PLoS ONE
Cutaneous Melanoma Detection and Management
article

A protocol for development of a microsimulation model platform to evaluate the potential benefits, harms, and cost-effectiveness of risk-tailored melanoma screening

Anne Elizabeth Cust, Caroline G. Watts, David C. Whiteman, Stephen Wade, Kirstie McLoughlin, Michael Caruana, Gillian Reyes-Marcelino, H. Peter Soyer, Amelia K. Smit, Pascale Guitera, Pablo Fernandez-Peñas, Karen Canfell
article en

Abstract

In populations of European descent, melanoma is a high burden cancer in terms of incidence and healthcare costs, with early detection linked to better prognosis. There is no organised population screening program for melanoma in most countries, as more information is required about the potential benefits, harms and costs of population-based screening to develop policy. To assess the cost-effectiveness of a potential risk-tailored organised melanoma screening program in Australia, we have developed a protocol for a comprehensive microsimulation model (Policy1-Melanoma) that can evaluate multiple potential screening strategies. We outline the development of Policy1-Melanoma, a natural history model developed to be flexibly used to evaluate a range of scenarios related to melanoma screening, diagnosis, surveillance and management. We specify the types of data sources used for calibration and validation of Policy1-Melanoma, and the steps in this process.

PLoS ONEVol. 20(12)
The University of Sydney (AU), The University of Queensland (AU), QIMR Berghofer Medical Research Institute (AU), Royal Prince Alfred Hospital (AU), Princess Alexandra Hospital (AU), Westmead Hospital (AU), Melanoma Institute Australia (AU), Cancer Council NSW (AU)
Medical Research Council, National Health and Medical Research Council
Openalex Percentile: Top 31%
Cutaneous Melanoma Detection and Management
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.