TY - JOUR
T1 - The Impact of Next-Generation Sequencing on Interobserver Agreement and Diagnostic Accuracy of Deep Penetrating Melanocytic Neoplasms
AU - Jeyakumar, Julia Edwin
AU - Addo, Afua Konadu
AU - Beydoun, Haya Mary
AU - Olivares, Shantel
AU - Bahrami, Armita
AU - Balamurugan, Thiagarajah
AU - Barnhill, Raymond L.
AU - Blokx, Willeke A.M.
AU - Busam, Klaus J.
AU - Cerroni, Lorenzo
AU - Cook, Martin
AU - de La Fouchardière, Arnaud
AU - Duncan, Lyn M.
AU - Elder, David E.
AU - Ferguson, Peter
AU - Ferrara, Gerardo
AU - Johansson, Iva
AU - Ko, Jennifer S.
AU - Kwon, Ji Eun
AU - Landman, Gilles
AU - Lezcano, Cecilia
AU - Lowe, Lori
AU - Massi, Daniela
AU - Messina, Jane
AU - Mihic-Probst, Daniela
AU - Parker, Douglas C.
AU - Redpath, Margaret
AU - Sargen, Michael R.
AU - Scolyer, Richard A.
AU - Shea, Christopher R.
AU - Tetzlaff, Michael
AU - Torres-Cabala, Carlos
AU - Tron, Victor
AU - Xu, Xiaowei
AU - Yeh, Iwei
AU - Yun, Sook Jung
AU - Zembowicz, Artur
AU - Gerami, Pedram
N1 - © 2025 The Author(s). Journal of Cutaneous Pathology published by John Wiley & Sons Ltd.
PY - 2026/3
Y1 - 2026/3
N2 - 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.
AB - 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.
KW - deep penetrating melanocytic tumor of uncertain malignant potential
KW - deep penetrating nevus
KW - deep penetrating nevus-like melanoma
KW - plexiform melanoma
KW - WNT-activated Melanocytoma
UR - https://www.scopus.com/pages/publications/105025691779
U2 - 10.1111/cup.70049
DO - 10.1111/cup.70049
M3 - Article
C2 - 41436418
AN - SCOPUS:105025691779
SN - 0303-6987
VL - 53
SP - 293
EP - 301
JO - Journal of Cutaneous Pathology
JF - Journal of Cutaneous Pathology
IS - 3
ER -