The Impact of Next-Generation Sequencing on Interobserver Agreement and Diagnostic Accuracy of Deep Penetrating Melanocytic Neoplasms

Publication date

2026-03

Authors

Jeyakumar, Julia Edwin
Addo, Afua Konadu
Beydoun, Haya Mary
Olivares, Shantel
Bahrami, Armita
Balamurugan, Thiagarajah
Barnhill, Raymond L.
Blokx, Willeke A MORCID 0000-0002-4647-8830
Busam, Klaus J.
Cerroni, Lorenzo

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Document Type

Article

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Abstract

Background: Next-generation sequencing (NGS) is becoming more commonly used for diagnosis in dermatopathology. It's critical to appraise its efficacy and limitations. Distinguishing benign deep penetrating nevi (DPN) from deep penetrating like-melanoma (DPN-M) is a challenging diagnostic scenario even for experienced dermatopathologists. Methods: We sent a two-phase survey (pre-and postgenomics) to 32 experienced dermatopathologists to evaluate 39 diagnostically challenging cases from the DPN/WNT-activated family of melanocytic neoplasms. Results: With NGS data, interobserver agreement improved from 0.41 to 0.51 (p < 0.0001) in distinguishing DPN-M from nonmelanoma cases. Overall diagnostic accuracy improved, mostly driven by a 16% increase in accurate diagnosis of DPN-M. However, in two cases, the inclusion of genomics shifted the majority vote from a correct to an incorrect diagnosis. A total of 218 diagnostic changes occurred between Survey 1 and 2. Among the changes, 132 votes moved toward the correct diagnosis while 86 moved toward an incorrect diagnosis. The shift in voting which resulted in improved diagnostic accuracy was statistically significant (p = 0.0001). Conclusions: NGS has the potential to improve interobserver agreement and diagnostic accuracy. We provide guidance on the utilization of bioinformatic data to maximize its benefits and improve diagnostic accuracy and interobserver agreement.

Keywords

deep penetrating melanocytic tumor of uncertain malignant potential, deep penetrating nevus, deep penetrating nevus-like melanoma, plexiform melanoma, WNT-activated Melanocytoma, Pathology and Forensic Medicine, Histology, Dermatology, Journal Article

Citation

Jeyakumar, J E, Addo, A K, Beydoun, H M, Olivares, S, Bahrami, A, Balamurugan, T, Barnhill, R L, Blokx, W A M, Busam, K J, Cerroni, L, Cook, M, de La Fouchardière, A, Duncan, L M, Elder, D E, Ferguson, P, Ferrara, G, Johansson, I, Ko, J S, Kwon, J E, Landman, G, Lezcano, C, Lowe, L, Massi, D, Messina, J, Mihic-Probst, D, Parker, D C, Redpath, M, Sargen, M R, Scolyer, R A, Shea, C R, Tetzlaff, M, Torres-Cabala, C, Tron, V, Xu, X, Yeh, I, Yun, S J, Zembowicz, A & Gerami, P 2026, 'The Impact of Next-Generation Sequencing on Interobserver Agreement and Diagnostic Accuracy of Deep Penetrating Melanocytic Neoplasms', Journal of Cutaneous Pathology, vol. 53, no. 3, pp. 293-301. https://doi.org/10.1111/cup.70049