InterMEL: An international biorepository and clinical database to uncover predictors of survival in early-stage melanoma

We are conducting a multicenter study to identify classifiers predictive of disease-specific survival in patients with primary melanomas. Here we delineate the unique aspects, challenges, and best practices for optimizing a study of generally small-sized pigmented tumor samples including primary mel...

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Veröffentlicht in:PloS one 2023-04, Vol.18 (4), p.e0269324-e0269324
Hauptverfasser: Orlow, Irene, Sadeghi, Keimya D, Edmiston, Sharon N, Kenney, Jessica M, Lezcano, Cecilia, Wilmott, James S, Cust, Anne E, Scolyer, Richard A, Mann, Graham J, Lee, Tim K, Burke, Hazel, Jakrot, Valerie, Shang, Ping, Ferguson, Peter M, Boyce, Tawny W, Ko, Jennifer S, Ngo, Peter, Funchain, Pauline, Rees, Judy R, O'Connell, Kelli, Hao, Honglin, Parrish, Eloise, Conway, Kathleen, Googe, Paul B, Ollila, David W, Moschos, Stergios J, Hernando, Eva, Hanniford, Douglas, Argibay, Diana, Amos, Christopher I, Lee, Jeffrey E, Osman, Iman, Luo, Li, Kuan, Pei-Fen, Aurora, Arshi, Gould Rothberg, Bonnie E, Bosenberg, Marcus W, Gerstenblith, Meg R, Thompson, Cheryl, Bogner, Paul N, Gorlov, Ivan P, Holmen, Sheri L, Brunsgaard, Elise K, Saenger, Yvonne M, Shen, Ronglai, Seshan, Venkatraman, Nagore, Eduardo, Ernstoff, Marc S, Busam, Klaus J, Begg, Colin B, Thomas, Nancy E, Berwick, Marianne
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Sprache:eng
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Zusammenfassung:We are conducting a multicenter study to identify classifiers predictive of disease-specific survival in patients with primary melanomas. Here we delineate the unique aspects, challenges, and best practices for optimizing a study of generally small-sized pigmented tumor samples including primary melanomas of at least 1.05mm from AJTCC TNM stage IIA-IIID patients. We also evaluated tissue-derived predictors of extracted nucleic acids' quality and success in downstream testing. This ongoing study will target 1,000 melanomas within the international InterMEL consortium. Following a pre-established protocol, participating centers ship formalin-fixed paraffin embedded (FFPE) tissue sections to Memorial Sloan Kettering Cancer Center for the centralized handling, dermatopathology review and histology-guided coextraction of RNA and DNA. Samples are distributed for evaluation of somatic mutations using next gen sequencing (NGS) with the MSK-IMPACTTM assay, methylation-profiling (Infinium MethylationEPIC arrays), and miRNA expression (Nanostring nCounter Human v3 miRNA Expression Assay). Sufficient material was obtained for screening of miRNA expression in 683/685 (99%) eligible melanomas, methylation in 467 (68%), and somatic mutations in 560 (82%). In 446/685 (65%) cases, aliquots of RNA/DNA were sufficient for testing with all three platforms. Among samples evaluated by the time of this analysis, the mean NGS coverage was 249x, 59 (18.6%) samples had coverage below 100x, and 41/414 (10%) failed methylation QC due to low intensity probes or insufficient Meta-Mixed Interquartile (BMIQ)- and single sample (ss)- Noob normalizations. Six of 683 RNAs (1%) failed Nanostring QC due to the low proportion of probes above the minimum threshold. Age of the FFPE tissue blocks (p
ISSN:1932-6203
1932-6203
DOI:10.1371/journal.pone.0269324