Validation of a microRNA liquid biopsy assay for diagnosis and risk stratification of invasive cutaneous melanoma

被引:13
作者
Van Laar, Ryan [1 ,2 ]
Latif, Babak [2 ]
King, Sam [2 ]
Love, Christopher [1 ]
Taubenheim, Nadine [2 ]
Kalansooriya, Esha [2 ]
Wang, Wandi [2 ]
Saad, Mirette [2 ]
Winship, Ingrid [1 ,2 ,3 ]
Azzi, Anthony [4 ,5 ]
Lilleyman, Alister [4 ]
Landgren, Tony [2 ,3 ]
机构
[1] Geneseq Biosci, Melbourne, Vic, Australia
[2] Australian Clin Labs, Clayton, Vic, Australia
[3] Univ Melbourne, Parkville, Vic, Australia
[4] Newcastle Skin Check, Charlestown, NSW, Australia
[5] Univ Queensland, Sch Med, Brisbane, Qld, Australia
关键词
EXPRESSION; CANCER; BIOMARKERS; MIRNAS; SERUM;
D O I
10.1093/bjd/ljad137
中图分类号
R75 [皮肤病学与性病学];
学科分类号
100206 ;
摘要
Background Noninvasive molecular biomarkers are needed to improve the early, accurate and precise diagnosis of invasive cutaneous melanoma. Objectives To independently validate a previously identified circulating microRNA signature of melanoma (MEL38), and, secondly, to develop a complementary microRNA signature, optimized for prognostication. Patients and Methods MicroRNA expression profiling was performed on plasma samples from a multicentre observational case-control study, involving patients with primary or metastatic melanoma, melanoma in situ, nonmelanoma skin cancer, or benign naevi. MicroRNA profiles from patients with length of survival, treatment and sentinel lymph node biopsy (SLNB) data were used to develop the prognostic signature. The primary outcome of interest for MEL38 was its association with melanoma status, including area under the curve, binary diagnostic sensitivity and specificity, and incidence-adjusted positive and negative predictive values. The prognostic signature was assessed using rates of survival per risk group and relationship to conventional predictors of outcome. Results Circulating microRNA profiles of 372 patients with invasive melanoma and 210 control individuals were generated. The average age of all participants was 59 years; 49% were male. A MEL38 score > 5.5 indicated the presence of invasive melanoma. Overall, 551/582 (95%) of patients were correctly diagnosed, with 93% sensitivity and 98% specificity. MEL38 score ranged from 0 to 10 with an area under the curve of 0.98 (95% confidence interval 0.97-0.99, P < 0.001). A novel prognostic 12-microRNA signature ( MEL12) developed from 232 patients identified low-, standard- or high-risk groups, with 94%, 78% and 58% rates of 10-year melanoma-specific survival, respectively (log-rank P < 0.001). MEL12 prognostic risk groups were significantly associated with clinical staging (chi(2), P < 0.001) and SLNB status (P = 0.027). Patients who were classified as high risk by MEL12 were approximately three times more likely to have melanoma detected in their sentinel lymph nodes compared to low-risk patients. Conclusions The circulating MEL38 signature may assist in diagnosing patients with invasive melanoma vs. other conditions associated with a lower - or negligible - risk of mortality. A complementary and prognostic MEL12 signature is predictive of SLNB status, clinical stage and probability of survival. Plasma microRNA profiling may help to optimize existing diagnostic pathways as well as enable personalized, risk-informed melanoma treatment decisions.
引用
收藏
页码:292 / 301
页数:10
相关论文
共 44 条
[1]   Melanoma of the feet: misdiagnosed and misunderstood [J].
Albreski, Douglas ;
Sloan, Steven Brett .
CLINICS IN DERMATOLOGY, 2009, 27 (06) :556-563
[2]   Detection and prognostic role of heterogeneous populations of melanoma circulating tumour cells [J].
Aya-Bonilla, Carlos Alberto ;
Morici, Michael ;
Hong, Xin ;
McEvoy, Ashleigh Cavell ;
Sullivan, Ryan Joseph ;
Freeman, James ;
Calapre, Leslie ;
Khattak, Muhammad Adnan ;
Meniawy, Tarek ;
Millward, Michael ;
Ziman, Mel ;
Gray, Elin Solomonovna .
BRITISH JOURNAL OF CANCER, 2020, 122 (07) :1059-1067
[3]   Semi-supervised methods to predict patient survival from gene expression data [J].
Bair, E ;
Tibshirani, R .
PLOS BIOLOGY, 2004, 2 (04) :511-522
[4]   miR in melanoma development: miRNAs and acquired hallmarks of cancer in melanoma [J].
Bennett, Paige E. ;
Bemis, Lynne ;
Norris, David A. ;
Shellman, Yiqun G. .
PHYSIOLOGICAL GENOMICS, 2013, 45 (22) :1049-1059
[5]   Screening for Skin Cancer US Preventive Services Task Force Recommendation Statement [J].
Bibbins-Domingo, Kirsten ;
Grossman, David C. ;
Curry, Susan J. ;
Davidson, Karina W. ;
Ebell, Mark ;
Epling, John W., Jr. ;
Garcia, Francisco A. R. ;
Gillman, Matthew W. ;
Kemper, Alex R. ;
Krist, Alex H. ;
Kurth, Ann E. ;
Landefeld, C. Seth ;
Mangione, Carol M. ;
Phillips, William R. ;
Phipps, Maureen G. ;
Pignone, Michael P. ;
Siu, Albert L. .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2016, 316 (04) :429-435
[6]   Exosomal miR-22-3p from Mesenchymal Stem Cells Inhibits the Epithelial-Mesenchymal Transition (EMT) of Melanoma Cells by Regulating LGALS1 [J].
Chen, Yong ;
Fang, Yuan ;
Li, Li ;
Luo, Hui ;
Cao, Tianran ;
Tu, Biao .
FRONTIERS IN BIOSCIENCE-LANDMARK, 2022, 27 (09)
[7]   Expression of MicroRNA-301a and its Functional Roles in Malignant Melanoma [J].
Cui, Lei ;
Li, Yuejun ;
Lv, Xiaoxing ;
Li, Jinqing ;
Wang, Xiaolin ;
Lei, Zhanjun ;
Li, Xueyong .
CELLULAR PHYSIOLOGY AND BIOCHEMISTRY, 2016, 40 (1-2) :230-244
[8]  
Damsky William E, 2010, Cancers (Basel), V3, P126, DOI 10.3390/cancers3010126
[9]   miR-204-5p and miR-211-5p Contribute to BRAF Inhibitor Resistance in Melanoma [J].
Diaz-Martinez, Marta ;
Benito-Jardon, Lucia ;
Alonso, Lola ;
Koetz-Ploch, Lisa ;
Hernando, Eva ;
Teixido, Joaquin .
CANCER RESEARCH, 2018, 78 (04) :1017-1030
[10]   Melanoma miRNA trafficking controls tumour primary niche formation [J].
Dror, Shani ;
Sander, Laureen ;
Schwartz, Hila ;
Sheinboim, Danna ;
Barzilai, Aviv ;
Dishon, Yuval ;
Apcher, Sebastien ;
Golan, Tamar ;
Greenberger, Shoshana ;
Barshack, Iris ;
Malcov, Hagar ;
Zilberberg, Alona ;
Levin, Lotan ;
Nessling, Michelle ;
Friedmann, Yael ;
Igras, Vivien ;
Barzilay, Ohad ;
Vaknine, Hananya ;
Brenner, Ronen ;
Zinger, Assaf ;
Schroeder, Avi ;
Gonen, Pinchas ;
Khaled, Mehdi ;
Erez, Neta ;
Hoheisel, Joerg D. ;
Levy, Carmit .
NATURE CELL BIOLOGY, 2016, 18 (09) :1006-1017