DNA Methylation Classes of Stage II and III Primary Melanomas and Their Clinical and Prognostic Significance

dc.contributor.authorConway, Kathleenen
dc.contributor.authorEdmiston, Sharon N.en
dc.contributor.authorVondras, Amandaen
dc.contributor.authorReiner, Allisonen
dc.contributor.authorCorcoran, David L.en
dc.contributor.authorShen, Ronglaien
dc.contributor.authorParrish, Eloise A.en
dc.contributor.authorHao, Honglinen
dc.contributor.authorLin, Lanen
dc.contributor.authorKenney, Jessica M.en
dc.contributor.authorIlelaboye, Gbemisolaen
dc.contributor.authorKostrzewa, Caroline E.en
dc.contributor.authorKuan, Pei Fenen
dc.contributor.authorBusam, Klaus J.en
dc.contributor.authorLezcano, Ceciliaen
dc.contributor.authorLee, Tim K.en
dc.contributor.authorHernando, Evaen
dc.contributor.authorGooge, Paul B.en
dc.contributor.authorOllila, David W.en
dc.contributor.authorMoschos, Stergiosen
dc.contributor.authorGorlov, Ivanen
dc.contributor.authorAmos, Christopher I.en
dc.contributor.authorErnstoff, Marc S.en
dc.contributor.authorCust, Anne E.en
dc.contributor.authorWilmott, James S.en
dc.contributor.authorScolyer, Richard A.en
dc.contributor.authorMann, Graham J.en
dc.contributor.authorVergara, Ismael A.en
dc.contributor.authorKo, Jenniferen
dc.contributor.authorRees, Judy R.en
dc.contributor.authorYan, Shaofengen
dc.contributor.authorNagore, Eduardoen
dc.contributor.authorBosenberg, Marcusen
dc.contributor.authorRothberg, Bonnie Goulden
dc.contributor.authorOsman, Imanen
dc.contributor.authorLee, Jeffrey E.en
dc.contributor.authorSaenger, Yvonneen
dc.contributor.authorBogner, Paulen
dc.contributor.authorThompson, Cheryl L.en
dc.contributor.authorGerstenblith, Megen
dc.contributor.authorHolmen, Sheri L.en
dc.contributor.authorFunchain, Paulineen
dc.contributor.authorBrunsgaard, Eliseen
dc.contributor.authorDepcik-Smith, Natalie D.en
dc.contributor.authorLuo, Lien
dc.contributor.authorBoyce, Tawnyen
dc.contributor.authorOrlow, Ireneen
dc.contributor.authorBegg, Colin B.en
dc.contributor.authorBerwick, Marianneen
dc.contributor.authorThomas, Nancy E.en
dc.contributor.authorBerwick, Marianneen
dc.contributor.authorLuo, Lien
dc.contributor.authorBoyce, Tawny W.en
dc.contributor.authorReynolds, Adam Z.en
dc.contributor.authorWiggins, Charlesen
dc.contributor.authorThomas, Nancy E.en
dc.contributor.authorConway, Kathleenen
dc.contributor.authorEdmiston, Sharon N.en
dc.contributor.authorOllila, David W.en
dc.contributor.authorHao, Honglinen
dc.contributor.authorParrish, Eloiseen
dc.contributor.authorGooge, Paul B.en
dc.contributor.authorMoschos, Stergios J.en
dc.contributor.authorCorcoran, Daviden
dc.contributor.authorVondras, Amandaen
dc.contributor.authorTsai, Yihsuan S.en
dc.contributor.authorLin, Lanen
dc.contributor.authorShen, Ronglaien
dc.contributor.authorBegg, Colin B.en
dc.contributor.authorArora, Arshien
dc.contributor.authorSeshan, Venkatramanen
dc.contributor.authorReiner, Allieen
dc.contributor.authorKostrzewa, Caroline E.en
dc.contributor.authorBusam, Klaus J.en
dc.contributor.authorOrlow, Ireneen
dc.contributor.authorLezcano, Ceciliaen
dc.contributor.authorKenney, Jessica M.en
dc.contributor.authorSadeghi, Keimya D.en
dc.contributor.authorO'connell, Kellien
dc.contributor.authorIlelaboye, Gbemisola Elizabethen
dc.contributor.authorParmar, Hetaen
dc.contributor.authorLeong, Sioken
dc.contributor.authorCorrales, Sergioen
dc.contributor.authorScolyer, Richard A.en
dc.contributor.authorCust, Anne E.en
dc.contributor.authorWilmott, James S.en
dc.contributor.authorMann, Graham J.en
dc.contributor.authorShang, Pingen
dc.contributor.authorBurke, Hazelen
dc.contributor.authorFerguson, Peter M.en
dc.contributor.authorJakrot, Valerieen
dc.contributor.authorLee, Tim K.en
dc.contributor.authorHernando, Evaen
dc.contributor.authorOsman, Imanen
dc.contributor.authorHanniford, Douglasen
dc.contributor.authorArgibay, Dianaen
dc.contributor.authorMoran, Unaen
dc.contributor.authorHeguy, Adrianaen
dc.contributor.authorRamaswami, Sitharamen
dc.contributor.authorAmos, Christopher I.en
dc.contributor.authorGorlov, Ivan P.en
dc.contributor.authorZhu, Dakaien
dc.contributor.authorErnstoff, Marcen
dc.contributor.authorBogner, Paul N.en
dc.contributor.authorLee, Jeffrey E.en
dc.contributor.authorRees, Judy R.en
dc.contributor.authorYan, Shaofengen
dc.contributor.authorGerstenblith, Meg R.en
dc.contributor.authorThompson, Cherylen
dc.contributor.authorKo, Jennifer S.en
dc.contributor.authorFunchain, Paulineen
dc.contributor.authorNgo, Peteren
dc.contributor.authorBosenberg, Marcusen
dc.contributor.authorGould Rothberg, Bonnie E.en
dc.contributor.authorPanse, Gaurien
dc.contributor.authorSaenger, Yvonne M.en
dc.contributor.authorFullerton, Benjamin T.en
dc.contributor.authorHolmen, Sheri L.en
dc.contributor.authorColman, Howarden
dc.contributor.authorBrunsgaard, Elise K.en
dc.contributor.authorWada, Daviden
dc.contributor.authorNagore, Eduardoen
dc.contributor.authorManrique-Silva, Esperanzaen
dc.contributor.authorRequena, Celiaen
dc.contributor.authorTraves, Victoren
dc.contributor.authorMillan-Esteban, Daviden
dc.contributor.authorRainka, Michelleen
dc.date.accessioned2025-05-23T12:22:21Z
dc.date.available2025-05-23T12:22:21Z
dc.date.issued2024-11-01en
dc.description.abstractPURPOSEPatients with stage II and III cutaneous primary melanoma vary considerably in their risk of melanoma-related death. We explore the ability of methylation profiling to distinguish primary melanoma methylation classes and their associations with clinicopathologic characteristics and survival.MATERIALS AND METHODSInterMEL is a retrospective case-control study that assembled primary cutaneous melanomas from American Joint Committee on Cancer (AJCC) 8th edition stage II and III patients diagnosed between 1998 and 2015 in the United States and Australia. Cases are patients who died of melanoma within 5 years from original diagnosis. Controls survived longer than 5 years without evidence of melanoma recurrence or relapse. Methylation classes, distinguished by consensus clustering of 850K methylation data, were evaluated for their clinicopathologic characteristics, 5-year survival status, and differentially methylated gene sets.RESULTSAmong 422 InterMEL melanomas, consensus clustering revealed three primary melanoma methylation classes (MethylClasses): A CpG island methylator phenotype (CIMP) class, an intermediate methylation (IM) class, and a low methylation (LM) class. CIMP and IM were associated with higher AJCC stage (both P =.002), Breslow thickness (CIMP P =.002; IM P =.006), and mitotic index (both P <.001) compared with LM, while IM had higher N stage than CIMP (P =.01) and LM (P =.007). CIMP and IM had a 2-fold higher likelihood of 5-year death from melanoma than LM (CIMP odds ratio [OR], 2.16 [95% CI, 1.18 to 3.96]; IM OR, 2.00 [95% CI, 1.12 to 3.58]) in a multivariable model adjusted for age, sex, log Breslow thickness, ulceration, mitotic index, and N stage. Despite more extensive CpG island hypermethylation in CIMP, CIMP and IM shared similar patterns of differential methylation and gene set enrichment compared with LM.CONCLUSIONMelanoma MethylClasses may provide clinical value in predicting 5-year death from melanoma among patients with primary melanoma independent of other clinicopathologic factors.en
dc.description.sponsorshipSupported by the National Cancer Institute of the National Institutes of Health grant numbers NCI P01CA206980 to M. Berwick and N.E. Thomas, NCI R01CA233524 to N.E. Thomas, M. Berwick, C.B. Begg, and H. Anton-Culver, NCI R21CA134368, NCI R33CA160138, and NCI R03CA199487 to K. Conway and N.E. Thomas, NCI 1K08CA151645-01 to B.G. Rothberg, NCI R01CA12118 and NCI R21CA245577 to S.L. Holmen, grant number NCI 5P30CA118100-15 to The University of New Mexico Comprehensive Cancer Center, grant number NCI P30CA016086 to The Lineberger Comprehensive Cancer Center of the University of North Carolina at Chapel Hill, grant number NCI P30CA008748 to Memorial Sloan Kettering Cancer Center, grant number NCI P30016672 to The University of Texas MD Anderson Cancer Center, Melanoma SPORE grant number NIH/NCI P50CA225450 to I. Osman and E. Hernando, and Melanoma SPORE grant number NIH/NCI P50CA221703 to J.E. Lee. The National Institute of Environmental Health Sciences of the NIH provided support to the University of North Carolina Center for Environmental Health and Susceptibility through grant NIEHS 5P30ES010126-21 and to the UNC LCCC Mammalian Genotyping Core Facility that performed the methylation assays through grant number NIEHS P30ES010126. S.N. Edmiston was supported in part by the National Institute of General Medicine Sciences grant number NIH/NGMS 1T32GM135128. The study was also supported by funding from The Miriam and Jim Mulva Research Fund, The McCarthy Skin Cancer Research Fund, The Marit Peterson Fund for Melanoma Research, The Irving and Nadine Mansfield and Robert David Levitt Cancer Research Chair, The Char and Chuck Fowler Family Foundation to M. Gerstenblith and C.L. Thompson, The Dermatology Foundation to M. Gerstenblith, the Roswell Park Alliance Foundation, the Cleveland Clinic Foundation to M.S. Ernstoff, the Gross Family Melanoma Registry Fund to P. Funchain, the Huntsman Cancer Foundation to S.L. Holmen, and R.E. Leet and CG Patterson Trust Awards to B.G. Rothberg. A.E. Cust was supported by National Health and Medical Research Council of Australia Investigator Fellowship grant number 2008454. R.A. Scolyer was supported by a National Health and Medical Research Council of Australia Practitioner Fellowship grant number APP1141295; support from The Cameron Family, as well as from colleagues at Melanoma Institute Australia and Royal Prince Alfred Hospital, is gratefully acknowledged.en
dc.description.statusPeer-revieweden
dc.identifier.otherPubMed:39509669en
dc.identifier.otherORCID:/0000-0003-1301-405X/work/184104108en
dc.identifier.scopus85210373116en
dc.identifier.urihttp://www.scopus.com/inward/record.url?scp=85210373116&partnerID=8YFLogxKen
dc.identifier.urihttps://hdl.handle.net/1885/733752222
dc.language.isoenen
dc.rightsPublisher Copyright: © 2024 by American Society of Clinical Oncology.en
dc.sourceJCO Precision Oncologyen
dc.titleDNA Methylation Classes of Stage II and III Primary Melanomas and Their Clinical and Prognostic Significanceen
dc.typeJournal articleen
dspace.entity.typePublicationen
local.contributor.affiliationConway, Kathleen; University of North Carolina at Chapel Hillen
local.contributor.affiliationEdmiston, Sharon N.; University of North Carolina at Chapel Hillen
local.contributor.affiliationVondras, Amanda; University of North Carolina at Chapel Hillen
local.contributor.affiliationReiner, Allison; Memorial Sloan-Kettering Cancer Centeren
local.contributor.affiliationCorcoran, David L.; University of North Carolina at Chapel Hillen
local.contributor.affiliationShen, Ronglai; Memorial Sloan-Kettering Cancer Centeren
local.contributor.affiliationParrish, Eloise A.; University of North Carolina at Chapel Hillen
local.contributor.affiliationHao, Honglin; University of North Carolina at Chapel Hillen
local.contributor.affiliationLin, Lan; University of North Carolina at Chapel Hillen
local.contributor.affiliationKenney, Jessica M.; Memorial Sloan-Kettering Cancer Centeren
local.contributor.affiliationIlelaboye, Gbemisola; Memorial Sloan-Kettering Cancer Centeren
local.contributor.affiliationKostrzewa, Caroline E.; Memorial Sloan-Kettering Cancer Centeren
local.contributor.affiliationKuan, Pei Fen; Stony Brook Universityen
local.contributor.affiliationBusam, Klaus J.; Memorial Sloan-Kettering Cancer Centeren
local.contributor.affiliationLezcano, Cecilia; Memorial Sloan-Kettering Cancer Centeren
local.contributor.affiliationLee, Tim K.; Provincial Health Services Authorityen
local.contributor.affiliationHernando, Eva; New York Universityen
local.contributor.affiliationGooge, Paul B.; University of North Carolina at Chapel Hillen
local.contributor.affiliationOllila, David W.; University of North Carolina at Chapel Hillen
local.contributor.affiliationMoschos, Stergios; University of North Carolina at Chapel Hillen
local.contributor.affiliationGorlov, Ivan; Baylor Medical Centeren
local.contributor.affiliationAmos, Christopher I.; Baylor Medical Centeren
local.contributor.affiliationErnstoff, Marc S.; National Institutes of Healthen
local.contributor.affiliationCust, Anne E.; University of Sydneyen
local.contributor.affiliationWilmott, James S.; University of Sydneyen
local.contributor.affiliationScolyer, Richard A.; University of Sydneyen
local.contributor.affiliationMann, Graham J.; University of Sydneyen
local.contributor.affiliationVergara, Ismael A.; University of Sydneyen
local.contributor.affiliationKo, Jennifer; Cleveland Clinic Foundationen
local.contributor.affiliationRees, Judy R.; Dartmouth Collegeen
local.contributor.affiliationYan, Shaofeng; Dartmouth Hitchcock Medical Centeren
local.contributor.affiliationNagore, Eduardo; Instituto Valenciano de Oncologiaen
local.contributor.affiliationBosenberg, Marcus; Yale Universityen
local.contributor.affiliationRothberg, Bonnie Gould; University of Miamien
local.contributor.affiliationOsman, Iman; New York Universityen
local.contributor.affiliationLee, Jeffrey E.; University of Texas MD Anderson Cancer Centeren
local.contributor.affiliationSaenger, Yvonne; Columbia Universityen
local.contributor.affiliationBogner, Paul; Roswell Park Cancer Instituteen
local.contributor.affiliationThompson, Cheryl L.; Case Western Reserve Universityen
local.contributor.affiliationGerstenblith, Meg; Case Western Reserve Universityen
local.contributor.affiliationHolmen, Sheri L.; University of Utahen
local.contributor.affiliationFunchain, Pauline; Stanford Universityen
local.contributor.affiliationBrunsgaard, Elise; Rush University Medical Centeren
local.contributor.affiliationDepcik-Smith, Natalie D.; Sonic Healthcareen
local.contributor.affiliationLuo, Li; University of New Mexicoen
local.contributor.affiliationBoyce, Tawny; University of New Mexicoen
local.contributor.affiliationOrlow, Irene; Memorial Sloan-Kettering Cancer Centeren
local.contributor.affiliationBegg, Colin B.; Memorial Sloan-Kettering Cancer Centeren
local.contributor.affiliationBerwick, Marianne; University of New Mexicoen
local.contributor.affiliationThomas, Nancy E.; University of North Carolina at Chapel Hillen
local.contributor.affiliationMann, Graham J.; ANU College of Health and Medicine, The Australian National Universityen
local.identifier.citationvolume8en
local.identifier.doi10.1200/PO-24-00375en
local.identifier.puref46c0dc5-0088-45a4-bcde-048161b729deen
local.identifier.urlhttps://www.scopus.com/pages/publications/85210373116en
local.type.statusPublisheden

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