P16-CD8-Ki67 Triple Algorithm for Prediction of CDKN2A Mutations in Patients with Multiple Primary and Familial Melanoma
Luana-Andreea Nurla, Emma Gheorghe, Mariana Aşchie, Georgeta Camelia Cozaru, Cristian Ionuț Orășanu, Mǎdǎlina Boşoteanu

TL;DR
This study introduces a scoring system using p16, CD8, and Ki67 to predict CDKN2A mutations in melanoma patients, reducing the need for genetic testing.
Contribution
A novel triple immunohistochemical algorithm for cost-effective detection of CDKN2A mutations in familial and multiple primary melanomas.
Findings
A score of at least 9 out of 10 accurately identifies melanomas with CDKN2A homozygous deletions.
The algorithm achieves 100% sensitivity and 94.11% specificity in predicting CDKN2A mutations.
p16, CD8, and Ki67 are individually significant indicators for melanoma progression and mutation status.
Abstract
Melanoma, a malignant neuroectodermic tumor originating from the neural crest, presents a growing global public health challenge and is anticipated to become the second most prevalent malignancy in the USA by 2040. The CDKN2A gene, particularly p16INK4a, plays a pivotal role in inhibiting the cell cycle via the cyclin D/CDK2-pRb pathway in certain tumors. In familial melanomas (FM), 40% exhibit CDKN2A mutations affecting p16INK4a, impacting checkpoint G1, and stabilizing p53 expression. This study aims to establish a scoring system using immunohistochemical antibodies, providing a cost-saving approach to classify multiple primary melanomas (MPM) and FM patients based on their mutational status, thus mitigating genetic testing expenses. This retrospective study included 23 patients with MPM and FM, assessing the p16, CD8, and Ki67 immunohistochemical status. Analyses of each parameter…
Genes, proteins, chemicals, diseases, species, mutations and cell lines named across the full text — each resolved to its canonical identifier and authoritative record.
Click any figure to enlarge with its caption.
Figure 1Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsCAR-T cell therapy research · Cutaneous Melanoma Detection and Management · Cancer Genomics and Diagnostics
