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Population-Based Melanoma Screening Using Integrated Risk Scores in Australia: A Narrative Review to Determine
Courtney K Wallingford1, Chloe Mighton2, Tamara Dawson3
1Dermatology Research Centre, Frazer Institute, The University of Queensland, Brisbane, Queensland, Australia.
Integrated risk scores combining genetic and non-genetic factors show promise for targeted melanoma screening in Australia. However, significant research and infrastructure gaps must be addressed before widespread implementation.
Area of Science:
- Dermatology
- Genetics
- Public Health
Background:
- Melanoma poses a significant healthcare burden in Australia, necessitating early detection strategies.
- Targeted screening for high-risk individuals is proposed to optimize healthcare resource allocation.
- Integrated risk scores, combining polygenic risk scores (PRS) and non-genetic factors, offer superior melanoma risk stratification.
Purpose of the Study:
- To identify evidence gaps and key issues for implementing population-based melanoma integrated risk scores in Australia.
- To evaluate the feasibility of using integrated risk scores for identifying high-risk individuals.
Main Methods:
- This study conducted a narrative review of existing literature.
- The review focused on identifying research and infrastructure needs for melanoma integrated risk score implementation.
Main Results:
- Key research needs include understanding melanoma progression, defining target populations, addressing performance across ancestries, establishing risk thresholds, and investigating clinical utility.
- Essential infrastructure requirements encompass equitable access to care, guidelines for PRS and integrated risk score generation, healthcare rebates, computational resources, workforce training, and insurance protections.
Conclusions:
- Integrated risk scores hold potential for targeted high-risk melanoma screening in Australia.
- Significant evidence and infrastructure challenges require resolution prior to program implementation.
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