TY - JOUR
T1 - InterMEL
T2 - An international biorepository and clinical database to uncover predictors of survival in early-stage melanoma
AU - InterMEL Consortium
AU - Orlow, Irene
AU - Sadeghi, Keimya D.
AU - Edmiston, Sharon N.
AU - Kenney, Jessica M.
AU - Lezcano, Cecilia
AU - Wilmott, James S.
AU - Cust, Anne E.
AU - Scolyer, Richard A.
AU - Mann, Graham J.
AU - Lee, Tim K.
AU - Burke, Hazel
AU - Jakrot, Valerie
AU - Shang, Ping
AU - Ferguson, Peter M.
AU - Boyce, Tawny W.
AU - Ko, Jennifer S.
AU - Ngo, Peter
AU - Funchain, Pauline
AU - Rees, Judy R.
AU - O'Connell, Kelli
AU - Hao, Honglin
AU - Parrish, Eloise
AU - Conway, Kathleen
AU - Googe, Paul B.
AU - Ollila, David W.
AU - Moschos, Stergios J.
AU - Hernando, Eva
AU - Hanniford, Douglas
AU - Argibay, Diana
AU - Amos, Christopher I.
AU - Lee, Jeffrey E.
AU - Osman, Iman
AU - Luo, Li
AU - Kuan, Pei Fen
AU - Aurora, Arshi
AU - Rothberg, Bonnie E.Gould
AU - Bosenberg, Marcus W.
AU - Gerstenblith, Meg R.
AU - Thompson, Cheryl
AU - Bogner, Paul N.
AU - Gorlov, Ivan P.
AU - Holmen, Sheri L.
AU - Brunsgaard, Elise K.
AU - Saenger, Yvonne M.
AU - Shen, Ronglai
AU - Seshan, Venkatraman
AU - Nagore, Eduardo
AU - Ernstoff, Marc S.
AU - Busam, Klaus J.
AU - Begg, Colin B.
N1 - Publisher Copyright:
© 2023 Public Library of Science. All rights reserved.
PY - 2023/4
Y1 - 2023/4
N2 - Introduction 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. Methods 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). Results 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<0.001) and time elapsed from sectioning to co-extraction (p = 0.002) were associated with methylation screening failures. Melanin reduced the ability to amplify fragments of 200bp or greater (absent/lightly pigmented vs heavily pigmented, p<0.003). Conversely, heavily pigmented tumors rendered greater amounts of RNA (p<0.001), and of RNA above 200 nucleotides (p<0.001). Conclusion Our experience with many archival tissues demonstrates that with careful management of tissue processing and quality control it is possible to conduct multi-omic studies in a complex multi-institutional setting for investigations involving minute quantities of FFPE tumors, as in studies of early-stage melanoma. The study describes, for the first time, the optimal strategy for obtaining archival and limited tumor tissue, the characteristics of the nucleic acids coextracted from a unique cell lysate, and success rate in downstream applications. In addition, our findings provide an estimate of the anticipated attrition that will guide other large multicenter research and consortia. This is an open access article, free of all copyright, and may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. The work is made available under the Creative Commons CC0 public domain dedication.
AB - Introduction 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. Methods 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). Results 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<0.001) and time elapsed from sectioning to co-extraction (p = 0.002) were associated with methylation screening failures. Melanin reduced the ability to amplify fragments of 200bp or greater (absent/lightly pigmented vs heavily pigmented, p<0.003). Conversely, heavily pigmented tumors rendered greater amounts of RNA (p<0.001), and of RNA above 200 nucleotides (p<0.001). Conclusion Our experience with many archival tissues demonstrates that with careful management of tissue processing and quality control it is possible to conduct multi-omic studies in a complex multi-institutional setting for investigations involving minute quantities of FFPE tumors, as in studies of early-stage melanoma. The study describes, for the first time, the optimal strategy for obtaining archival and limited tumor tissue, the characteristics of the nucleic acids coextracted from a unique cell lysate, and success rate in downstream applications. In addition, our findings provide an estimate of the anticipated attrition that will guide other large multicenter research and consortia. This is an open access article, free of all copyright, and may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. The work is made available under the Creative Commons CC0 public domain dedication.
UR - http://www.scopus.com/inward/record.url?scp=85151697958&partnerID=8YFLogxK
U2 - 10.1371/journal.pone.0269324
DO - 10.1371/journal.pone.0269324
M3 - Article
C2 - 37011054
AN - SCOPUS:85151697958
SN - 1932-6203
VL - 18
JO - PLoS ONE
JF - PLoS ONE
IS - 4 April
M1 - e0269324
ER -