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Ally A, Balasundaram M, Carlsen R, Chuah E, Clarke A, Dhalla N, Holt RA, Jones SJ, Lee D, Ma Y, Marra MA, Mayo M, Moore RA, Mungall AJ, Schein JE, Sipahimalani P, Tam A, Thiessen N, Cheung D, Wong T, Brooks D, Robertson AG, Bowlby R, Mungall K, Sadeghi S, Xi L, Covington K, Shinbrot E, Wheeler DA, Gibbs RA, Donehower LA, Wang L, Bowen J, Gastier-Foster JM, Gerken M, Helsel C, Leraas KM, Lichtenberg TM, Ramirez NC, Wise L, Zmuda E, Gabriel SB, Meyerson M, Cibulskis C, Murray BA, Shih J, Beroukhim R, Cherniack AD, Schumacher SE, Saksena G, Pedamallu CS, Chin L, Getz G, Noble M, Zhang H, Heiman D, Cho J, Gehlenborg N, Saksena G, Voet D, Lin P, Frazer S, Defreitas T, Meier S, Lawrence M, Kim J, Creighton CJ, Muzny D, Doddapaneni H, Hu J, Wang M, Morton D, Korchina V, Han Y, Dinh H, Lewis L, Bellair M, Liu X, Santibanez J, Glenn R, Lee S, Hale W, Parker JS, Wilkerson MD, Hayes DN, Reynolds SM, Shmulevich I, Zhang W, Liu Y, Iype L, Makhlouf H, Torbenson MS, Kakar S, Yeh MM, Jain D, Kleiner DE, Jain D, Dhanasekaran R, El-Serag HB, Yim SY, et alAlly A, Balasundaram M, Carlsen R, Chuah E, Clarke A, Dhalla N, Holt RA, Jones SJ, Lee D, Ma Y, Marra MA, Mayo M, Moore RA, Mungall AJ, Schein JE, Sipahimalani P, Tam A, Thiessen N, Cheung D, Wong T, Brooks D, Robertson AG, Bowlby R, Mungall K, Sadeghi S, Xi L, Covington K, Shinbrot E, Wheeler DA, Gibbs RA, Donehower LA, Wang L, Bowen J, Gastier-Foster JM, Gerken M, Helsel C, Leraas KM, Lichtenberg TM, Ramirez NC, Wise L, Zmuda E, Gabriel SB, Meyerson M, Cibulskis C, Murray BA, Shih J, Beroukhim R, Cherniack AD, Schumacher SE, Saksena G, Pedamallu CS, Chin L, Getz G, Noble M, Zhang H, Heiman D, Cho J, Gehlenborg N, Saksena G, Voet D, Lin P, Frazer S, Defreitas T, Meier S, Lawrence M, Kim J, Creighton CJ, Muzny D, Doddapaneni H, Hu J, Wang M, Morton D, Korchina V, Han Y, Dinh H, Lewis L, Bellair M, Liu X, Santibanez J, Glenn R, Lee S, Hale W, Parker JS, Wilkerson MD, Hayes DN, Reynolds SM, Shmulevich I, Zhang W, Liu Y, Iype L, Makhlouf H, Torbenson MS, Kakar S, Yeh MM, Jain D, Kleiner DE, Jain D, Dhanasekaran R, El-Serag HB, Yim SY, Weinstein JN, Mishra L, Zhang J, Akbani R, Ling S, Ju Z, Su X, Hegde AM, Mills GB, Lu Y, Chen J, Lee JS, Sohn BH, Shim JJ, Tong P, Aburatani H, Yamamoto S, Tatsuno K, Li W, Xia Z, Stransky N, Seiser E, Innocenti F, Gao J, Kundra R, Zhang H, Heins Z, Ochoa A, Sander C, Ladanyi M, Shen R, Arora A, Sanchez-Vega F, Schultz N, Kasaian K, Radenbaugh A, Bissig KD, Moore DD, Totoki Y, Nakamura H, Shibata T, Yau C, Graim K, Stuart J, Haussler D, Slagle BL, Ojesina AI, Katsonis P, Koire A, Lichtarge O, Hsu TK, Ferguson ML, Demchok JA, Felau I, Sheth M, Tarnuzzer R, Wang Z, Yang L, Zenklusen JC, Zhang J, Hutter CM, Sofia HJ, Verhaak RG, Zheng S, Lang F, Chudamani S, Liu J, Lolla L, Wu Y, Naresh R, Pihl T, Sun C, Wan Y, Benz C, Perou AH, Thorne LB, Boice L, Huang M, Rathmell WK, Noushmehr H, Saggioro FP, Tirapelli DPDC, Junior CGC, Mente ED, Silva ODC, Trevisan FA, Kang KJ, Ahn KS, Giama NH, Moser CD, Giordano TJ, Vinco M, Welling TH, Crain D, Curley E, Gardner J, Mallery D, Morris S, Paulauskis J, Penny R, Shelton C, Shelton T, Kelley R, Park JW, Chandan VS, Roberts LR, Bathe OF, Hagedorn CH, Auman JT, O'Brien DR, Kocher JPA, Jones CD, Mieczkowski PA, Perou CM, Skelly T, Tan D, Veluvolu U, Balu S, Bodenheimer T, Hoyle AP, Jefferys SR, Meng S, Mose LE, Shi Y, Simons JV, Soloway MG, Roach J, Hoadley KA, Baylin SB, Shen H, Hinoue T, Bootwalla MS, Van Den Berg DJ, Weisenberger DJ, Lai PH, Holbrook A, Berrios M, Laird PW. Comprehensive and Integrative Genomic Characterization of Hepatocellular Carcinoma. Cell 2017; 169:1327-1341.e23. [PMID: 28622513 PMCID: PMC5680778 DOI: 10.1016/j.cell.2017.05.046] [Show More Authors] [Citation(s) in RCA: 1674] [Impact Index Per Article: 209.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2016] [Revised: 04/02/2017] [Accepted: 05/26/2017] [Indexed: 12/12/2022]
Abstract
Liver cancer has the second highest worldwide cancer mortality rate and has limited therapeutic options. We analyzed 363 hepatocellular carcinoma (HCC) cases by whole-exome sequencing and DNA copy number analyses, and we analyzed 196 HCC cases by DNA methylation, RNA, miRNA, and proteomic expression also. DNA sequencing and mutation analysis identified significantly mutated genes, including LZTR1, EEF1A1, SF3B1, and SMARCA4. Significant alterations by mutation or downregulation by hypermethylation in genes likely to result in HCC metabolic reprogramming (ALB, APOB, and CPS1) were observed. Integrative molecular HCC subtyping incorporating unsupervised clustering of five data platforms identified three subtypes, one of which was associated with poorer prognosis in three HCC cohorts. Integrated analyses enabled development of a p53 target gene expression signature correlating with poor survival. Potential therapeutic targets for which inhibitors exist include WNT signaling, MDM4, MET, VEGFA, MCL1, IDH1, TERT, and immune checkpoint proteins CTLA-4, PD-1, and PD-L1.
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Samuel N, Wilson G, Lemire M, Id Said B, Lou Y, Li W, Merino D, Novokmet A, Tran J, Nichols KE, Finlay JL, Choufani S, Remke M, Ramaswamy V, Cavalli FM, Elser C, Meister L, Taylor MD, Tabori U, Irwin M, Weksberg R, Wasserman JD, Paterson AD, Hansford JR, Achatz MIW, Hudson TJ, Malkin D. Genome-Wide DNA Methylation Analysis Reveals Epigenetic Dysregulation of MicroRNA-34A in TP53-Associated Cancer Susceptibility. J Clin Oncol 2016; 34:3697-3704. [PMID: 27551116 PMCID: PMC6366343 DOI: 10.1200/jco.2016.67.6940] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023] Open
Abstract
PURPOSE Although the link between mutant TP53 and human cancer is unequivocal, a significant knowledge gap exists in clinically actionable molecular targets in Li-Fraumeni syndrome (LFS), a highly penetrant cancer predisposition syndrome associated with germline mutations in TP53. This study surveyed the epigenome to identify functionally and clinically relevant novel genes implicated in LFS. PATIENTS AND METHODS We performed genome-wide methylation analyses of peripheral blood leukocyte DNA in germline TP53 mutation carriers (n = 72) and individuals with TP53 wild type in whom histologically comparable malignancies developed (n = 111). Targeted bisulfite pyrosequencing was performed on a validation cohort of 30 TP53 mutation carriers and 46 patients with TP53 wild type, and candidate sites were evaluated in primary tumors from patients with LFS across multiple histologic tumor types. RESULTS In 183 patients, distinct DNA methylation signatures were associated with deleterious TP53 mutations in peripheral blood leukocytes. TP53-associated DNA methylation marks occurred in genomic regions that harbored p53 binding sites and in genes encoding p53 pathway proteins. Moreover, loss-of-function TP53 mutations were significantly associated with differential methylation at the locus encoding microRNA miR-34A, a key component of the p53 regulatory network (adjusted P < .001), and validated in an independent patient cohort (n = 76, P < .001). Targeted bisulfite pyrosequencing demonstrated that miR-34A was inactivated by hypermethylation across many histologic types of primary tumors from patients with LFS. Moreover, miR-34A tumor hypermethylation was associated with decreased overall survival in a cohort of 29 patients with choroid plexus carcinomas, a characteristic LFS tumor (P < .05). CONCLUSION Epigenetic dysregulation of miR-34A may comprise an important path in TP53-associated cancer predisposition and represents a therapeutically actionable target with potential clinical relevance.
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Affiliation(s)
- Nardin Samuel
- Nardin Samuel, Gavin Wilson, James Tran, Meredith Irwin, Rosanna Weksberg, Thomas J. Hudson, and David Malkin, University of Toronto; Nardin Samuel, Badr Id Said, Youliang Lou, Weili Li, Ana Novokmet, James Tran, Sanaa Choufani, Marc Remke, Vijay Ramaswamy, Florence M.G. Cavalli, Michael D. Taylor, Uri Tabori, Meredith Irwin, Rosanna Weksberg, Jonathan D. Wasserman, Andrew D. Paterson, and David Malkin, The Hospital for Sick Children; Nardin Samuel, Gavin Wilson, Mathieu Lemire, and Thomas J. Hudson, Ontario Institute for Cancer Research; Christine Elser, Princess Margaret Cancer Centre, Toronto, Ontario, Canada; Diana Merino, National Institutes of Health, Bethesda, MD; Kim E. Nichols, St Jude Children’s Research Hospital, Memphis, TN; Jonathan L. Finlay, Nationwide Children’s Hospital, Columbus, OH; Lynn Meister, Joe DiMaggio Children’s Hospital, Hollywood, FL; Jordan R. Hansford, Children’s Cancer Centre, Royal Children’s Hospital, Melbourne, Victoria, Australia; and Maria Isabel W. Achatz, Hospital AC Camargo, São Paulo, Brazil
| | - Gavin Wilson
- Nardin Samuel, Gavin Wilson, James Tran, Meredith Irwin, Rosanna Weksberg, Thomas J. Hudson, and David Malkin, University of Toronto; Nardin Samuel, Badr Id Said, Youliang Lou, Weili Li, Ana Novokmet, James Tran, Sanaa Choufani, Marc Remke, Vijay Ramaswamy, Florence M.G. Cavalli, Michael D. Taylor, Uri Tabori, Meredith Irwin, Rosanna Weksberg, Jonathan D. Wasserman, Andrew D. Paterson, and David Malkin, The Hospital for Sick Children; Nardin Samuel, Gavin Wilson, Mathieu Lemire, and Thomas J. Hudson, Ontario Institute for Cancer Research; Christine Elser, Princess Margaret Cancer Centre, Toronto, Ontario, Canada; Diana Merino, National Institutes of Health, Bethesda, MD; Kim E. Nichols, St Jude Children’s Research Hospital, Memphis, TN; Jonathan L. Finlay, Nationwide Children’s Hospital, Columbus, OH; Lynn Meister, Joe DiMaggio Children’s Hospital, Hollywood, FL; Jordan R. Hansford, Children’s Cancer Centre, Royal Children’s Hospital, Melbourne, Victoria, Australia; and Maria Isabel W. Achatz, Hospital AC Camargo, São Paulo, Brazil
| | - Mathieu Lemire
- Nardin Samuel, Gavin Wilson, James Tran, Meredith Irwin, Rosanna Weksberg, Thomas J. Hudson, and David Malkin, University of Toronto; Nardin Samuel, Badr Id Said, Youliang Lou, Weili Li, Ana Novokmet, James Tran, Sanaa Choufani, Marc Remke, Vijay Ramaswamy, Florence M.G. Cavalli, Michael D. Taylor, Uri Tabori, Meredith Irwin, Rosanna Weksberg, Jonathan D. Wasserman, Andrew D. Paterson, and David Malkin, The Hospital for Sick Children; Nardin Samuel, Gavin Wilson, Mathieu Lemire, and Thomas J. Hudson, Ontario Institute for Cancer Research; Christine Elser, Princess Margaret Cancer Centre, Toronto, Ontario, Canada; Diana Merino, National Institutes of Health, Bethesda, MD; Kim E. Nichols, St Jude Children’s Research Hospital, Memphis, TN; Jonathan L. Finlay, Nationwide Children’s Hospital, Columbus, OH; Lynn Meister, Joe DiMaggio Children’s Hospital, Hollywood, FL; Jordan R. Hansford, Children’s Cancer Centre, Royal Children’s Hospital, Melbourne, Victoria, Australia; and Maria Isabel W. Achatz, Hospital AC Camargo, São Paulo, Brazil
| | - Badr Id Said
- Nardin Samuel, Gavin Wilson, James Tran, Meredith Irwin, Rosanna Weksberg, Thomas J. Hudson, and David Malkin, University of Toronto; Nardin Samuel, Badr Id Said, Youliang Lou, Weili Li, Ana Novokmet, James Tran, Sanaa Choufani, Marc Remke, Vijay Ramaswamy, Florence M.G. Cavalli, Michael D. Taylor, Uri Tabori, Meredith Irwin, Rosanna Weksberg, Jonathan D. Wasserman, Andrew D. Paterson, and David Malkin, The Hospital for Sick Children; Nardin Samuel, Gavin Wilson, Mathieu Lemire, and Thomas J. Hudson, Ontario Institute for Cancer Research; Christine Elser, Princess Margaret Cancer Centre, Toronto, Ontario, Canada; Diana Merino, National Institutes of Health, Bethesda, MD; Kim E. Nichols, St Jude Children’s Research Hospital, Memphis, TN; Jonathan L. Finlay, Nationwide Children’s Hospital, Columbus, OH; Lynn Meister, Joe DiMaggio Children’s Hospital, Hollywood, FL; Jordan R. Hansford, Children’s Cancer Centre, Royal Children’s Hospital, Melbourne, Victoria, Australia; and Maria Isabel W. Achatz, Hospital AC Camargo, São Paulo, Brazil
| | - Youliang Lou
- Nardin Samuel, Gavin Wilson, James Tran, Meredith Irwin, Rosanna Weksberg, Thomas J. Hudson, and David Malkin, University of Toronto; Nardin Samuel, Badr Id Said, Youliang Lou, Weili Li, Ana Novokmet, James Tran, Sanaa Choufani, Marc Remke, Vijay Ramaswamy, Florence M.G. Cavalli, Michael D. Taylor, Uri Tabori, Meredith Irwin, Rosanna Weksberg, Jonathan D. Wasserman, Andrew D. Paterson, and David Malkin, The Hospital for Sick Children; Nardin Samuel, Gavin Wilson, Mathieu Lemire, and Thomas J. Hudson, Ontario Institute for Cancer Research; Christine Elser, Princess Margaret Cancer Centre, Toronto, Ontario, Canada; Diana Merino, National Institutes of Health, Bethesda, MD; Kim E. Nichols, St Jude Children’s Research Hospital, Memphis, TN; Jonathan L. Finlay, Nationwide Children’s Hospital, Columbus, OH; Lynn Meister, Joe DiMaggio Children’s Hospital, Hollywood, FL; Jordan R. Hansford, Children’s Cancer Centre, Royal Children’s Hospital, Melbourne, Victoria, Australia; and Maria Isabel W. Achatz, Hospital AC Camargo, São Paulo, Brazil
| | - Weili Li
- Nardin Samuel, Gavin Wilson, James Tran, Meredith Irwin, Rosanna Weksberg, Thomas J. Hudson, and David Malkin, University of Toronto; Nardin Samuel, Badr Id Said, Youliang Lou, Weili Li, Ana Novokmet, James Tran, Sanaa Choufani, Marc Remke, Vijay Ramaswamy, Florence M.G. Cavalli, Michael D. Taylor, Uri Tabori, Meredith Irwin, Rosanna Weksberg, Jonathan D. Wasserman, Andrew D. Paterson, and David Malkin, The Hospital for Sick Children; Nardin Samuel, Gavin Wilson, Mathieu Lemire, and Thomas J. Hudson, Ontario Institute for Cancer Research; Christine Elser, Princess Margaret Cancer Centre, Toronto, Ontario, Canada; Diana Merino, National Institutes of Health, Bethesda, MD; Kim E. Nichols, St Jude Children’s Research Hospital, Memphis, TN; Jonathan L. Finlay, Nationwide Children’s Hospital, Columbus, OH; Lynn Meister, Joe DiMaggio Children’s Hospital, Hollywood, FL; Jordan R. Hansford, Children’s Cancer Centre, Royal Children’s Hospital, Melbourne, Victoria, Australia; and Maria Isabel W. Achatz, Hospital AC Camargo, São Paulo, Brazil
| | - Diana Merino
- Nardin Samuel, Gavin Wilson, James Tran, Meredith Irwin, Rosanna Weksberg, Thomas J. Hudson, and David Malkin, University of Toronto; Nardin Samuel, Badr Id Said, Youliang Lou, Weili Li, Ana Novokmet, James Tran, Sanaa Choufani, Marc Remke, Vijay Ramaswamy, Florence M.G. Cavalli, Michael D. Taylor, Uri Tabori, Meredith Irwin, Rosanna Weksberg, Jonathan D. Wasserman, Andrew D. Paterson, and David Malkin, The Hospital for Sick Children; Nardin Samuel, Gavin Wilson, Mathieu Lemire, and Thomas J. Hudson, Ontario Institute for Cancer Research; Christine Elser, Princess Margaret Cancer Centre, Toronto, Ontario, Canada; Diana Merino, National Institutes of Health, Bethesda, MD; Kim E. Nichols, St Jude Children’s Research Hospital, Memphis, TN; Jonathan L. Finlay, Nationwide Children’s Hospital, Columbus, OH; Lynn Meister, Joe DiMaggio Children’s Hospital, Hollywood, FL; Jordan R. Hansford, Children’s Cancer Centre, Royal Children’s Hospital, Melbourne, Victoria, Australia; and Maria Isabel W. Achatz, Hospital AC Camargo, São Paulo, Brazil
| | - Ana Novokmet
- Nardin Samuel, Gavin Wilson, James Tran, Meredith Irwin, Rosanna Weksberg, Thomas J. Hudson, and David Malkin, University of Toronto; Nardin Samuel, Badr Id Said, Youliang Lou, Weili Li, Ana Novokmet, James Tran, Sanaa Choufani, Marc Remke, Vijay Ramaswamy, Florence M.G. Cavalli, Michael D. Taylor, Uri Tabori, Meredith Irwin, Rosanna Weksberg, Jonathan D. Wasserman, Andrew D. Paterson, and David Malkin, The Hospital for Sick Children; Nardin Samuel, Gavin Wilson, Mathieu Lemire, and Thomas J. Hudson, Ontario Institute for Cancer Research; Christine Elser, Princess Margaret Cancer Centre, Toronto, Ontario, Canada; Diana Merino, National Institutes of Health, Bethesda, MD; Kim E. Nichols, St Jude Children’s Research Hospital, Memphis, TN; Jonathan L. Finlay, Nationwide Children’s Hospital, Columbus, OH; Lynn Meister, Joe DiMaggio Children’s Hospital, Hollywood, FL; Jordan R. Hansford, Children’s Cancer Centre, Royal Children’s Hospital, Melbourne, Victoria, Australia; and Maria Isabel W. Achatz, Hospital AC Camargo, São Paulo, Brazil
| | - James Tran
- Nardin Samuel, Gavin Wilson, James Tran, Meredith Irwin, Rosanna Weksberg, Thomas J. Hudson, and David Malkin, University of Toronto; Nardin Samuel, Badr Id Said, Youliang Lou, Weili Li, Ana Novokmet, James Tran, Sanaa Choufani, Marc Remke, Vijay Ramaswamy, Florence M.G. Cavalli, Michael D. Taylor, Uri Tabori, Meredith Irwin, Rosanna Weksberg, Jonathan D. Wasserman, Andrew D. Paterson, and David Malkin, The Hospital for Sick Children; Nardin Samuel, Gavin Wilson, Mathieu Lemire, and Thomas J. Hudson, Ontario Institute for Cancer Research; Christine Elser, Princess Margaret Cancer Centre, Toronto, Ontario, Canada; Diana Merino, National Institutes of Health, Bethesda, MD; Kim E. Nichols, St Jude Children’s Research Hospital, Memphis, TN; Jonathan L. Finlay, Nationwide Children’s Hospital, Columbus, OH; Lynn Meister, Joe DiMaggio Children’s Hospital, Hollywood, FL; Jordan R. Hansford, Children’s Cancer Centre, Royal Children’s Hospital, Melbourne, Victoria, Australia; and Maria Isabel W. Achatz, Hospital AC Camargo, São Paulo, Brazil
| | - Kim E. Nichols
- Nardin Samuel, Gavin Wilson, James Tran, Meredith Irwin, Rosanna Weksberg, Thomas J. Hudson, and David Malkin, University of Toronto; Nardin Samuel, Badr Id Said, Youliang Lou, Weili Li, Ana Novokmet, James Tran, Sanaa Choufani, Marc Remke, Vijay Ramaswamy, Florence M.G. Cavalli, Michael D. Taylor, Uri Tabori, Meredith Irwin, Rosanna Weksberg, Jonathan D. Wasserman, Andrew D. Paterson, and David Malkin, The Hospital for Sick Children; Nardin Samuel, Gavin Wilson, Mathieu Lemire, and Thomas J. Hudson, Ontario Institute for Cancer Research; Christine Elser, Princess Margaret Cancer Centre, Toronto, Ontario, Canada; Diana Merino, National Institutes of Health, Bethesda, MD; Kim E. Nichols, St Jude Children’s Research Hospital, Memphis, TN; Jonathan L. Finlay, Nationwide Children’s Hospital, Columbus, OH; Lynn Meister, Joe DiMaggio Children’s Hospital, Hollywood, FL; Jordan R. Hansford, Children’s Cancer Centre, Royal Children’s Hospital, Melbourne, Victoria, Australia; and Maria Isabel W. Achatz, Hospital AC Camargo, São Paulo, Brazil
| | - Jonathan L. Finlay
- Nardin Samuel, Gavin Wilson, James Tran, Meredith Irwin, Rosanna Weksberg, Thomas J. Hudson, and David Malkin, University of Toronto; Nardin Samuel, Badr Id Said, Youliang Lou, Weili Li, Ana Novokmet, James Tran, Sanaa Choufani, Marc Remke, Vijay Ramaswamy, Florence M.G. Cavalli, Michael D. Taylor, Uri Tabori, Meredith Irwin, Rosanna Weksberg, Jonathan D. Wasserman, Andrew D. Paterson, and David Malkin, The Hospital for Sick Children; Nardin Samuel, Gavin Wilson, Mathieu Lemire, and Thomas J. Hudson, Ontario Institute for Cancer Research; Christine Elser, Princess Margaret Cancer Centre, Toronto, Ontario, Canada; Diana Merino, National Institutes of Health, Bethesda, MD; Kim E. Nichols, St Jude Children’s Research Hospital, Memphis, TN; Jonathan L. Finlay, Nationwide Children’s Hospital, Columbus, OH; Lynn Meister, Joe DiMaggio Children’s Hospital, Hollywood, FL; Jordan R. Hansford, Children’s Cancer Centre, Royal Children’s Hospital, Melbourne, Victoria, Australia; and Maria Isabel W. Achatz, Hospital AC Camargo, São Paulo, Brazil
| | - Sanaa Choufani
- Nardin Samuel, Gavin Wilson, James Tran, Meredith Irwin, Rosanna Weksberg, Thomas J. Hudson, and David Malkin, University of Toronto; Nardin Samuel, Badr Id Said, Youliang Lou, Weili Li, Ana Novokmet, James Tran, Sanaa Choufani, Marc Remke, Vijay Ramaswamy, Florence M.G. Cavalli, Michael D. Taylor, Uri Tabori, Meredith Irwin, Rosanna Weksberg, Jonathan D. Wasserman, Andrew D. Paterson, and David Malkin, The Hospital for Sick Children; Nardin Samuel, Gavin Wilson, Mathieu Lemire, and Thomas J. Hudson, Ontario Institute for Cancer Research; Christine Elser, Princess Margaret Cancer Centre, Toronto, Ontario, Canada; Diana Merino, National Institutes of Health, Bethesda, MD; Kim E. Nichols, St Jude Children’s Research Hospital, Memphis, TN; Jonathan L. Finlay, Nationwide Children’s Hospital, Columbus, OH; Lynn Meister, Joe DiMaggio Children’s Hospital, Hollywood, FL; Jordan R. Hansford, Children’s Cancer Centre, Royal Children’s Hospital, Melbourne, Victoria, Australia; and Maria Isabel W. Achatz, Hospital AC Camargo, São Paulo, Brazil
| | - Marc Remke
- Nardin Samuel, Gavin Wilson, James Tran, Meredith Irwin, Rosanna Weksberg, Thomas J. Hudson, and David Malkin, University of Toronto; Nardin Samuel, Badr Id Said, Youliang Lou, Weili Li, Ana Novokmet, James Tran, Sanaa Choufani, Marc Remke, Vijay Ramaswamy, Florence M.G. Cavalli, Michael D. Taylor, Uri Tabori, Meredith Irwin, Rosanna Weksberg, Jonathan D. Wasserman, Andrew D. Paterson, and David Malkin, The Hospital for Sick Children; Nardin Samuel, Gavin Wilson, Mathieu Lemire, and Thomas J. Hudson, Ontario Institute for Cancer Research; Christine Elser, Princess Margaret Cancer Centre, Toronto, Ontario, Canada; Diana Merino, National Institutes of Health, Bethesda, MD; Kim E. Nichols, St Jude Children’s Research Hospital, Memphis, TN; Jonathan L. Finlay, Nationwide Children’s Hospital, Columbus, OH; Lynn Meister, Joe DiMaggio Children’s Hospital, Hollywood, FL; Jordan R. Hansford, Children’s Cancer Centre, Royal Children’s Hospital, Melbourne, Victoria, Australia; and Maria Isabel W. Achatz, Hospital AC Camargo, São Paulo, Brazil
| | - Vijay Ramaswamy
- Nardin Samuel, Gavin Wilson, James Tran, Meredith Irwin, Rosanna Weksberg, Thomas J. Hudson, and David Malkin, University of Toronto; Nardin Samuel, Badr Id Said, Youliang Lou, Weili Li, Ana Novokmet, James Tran, Sanaa Choufani, Marc Remke, Vijay Ramaswamy, Florence M.G. Cavalli, Michael D. Taylor, Uri Tabori, Meredith Irwin, Rosanna Weksberg, Jonathan D. Wasserman, Andrew D. Paterson, and David Malkin, The Hospital for Sick Children; Nardin Samuel, Gavin Wilson, Mathieu Lemire, and Thomas J. Hudson, Ontario Institute for Cancer Research; Christine Elser, Princess Margaret Cancer Centre, Toronto, Ontario, Canada; Diana Merino, National Institutes of Health, Bethesda, MD; Kim E. Nichols, St Jude Children’s Research Hospital, Memphis, TN; Jonathan L. Finlay, Nationwide Children’s Hospital, Columbus, OH; Lynn Meister, Joe DiMaggio Children’s Hospital, Hollywood, FL; Jordan R. Hansford, Children’s Cancer Centre, Royal Children’s Hospital, Melbourne, Victoria, Australia; and Maria Isabel W. Achatz, Hospital AC Camargo, São Paulo, Brazil
| | - Florence M.G. Cavalli
- Nardin Samuel, Gavin Wilson, James Tran, Meredith Irwin, Rosanna Weksberg, Thomas J. Hudson, and David Malkin, University of Toronto; Nardin Samuel, Badr Id Said, Youliang Lou, Weili Li, Ana Novokmet, James Tran, Sanaa Choufani, Marc Remke, Vijay Ramaswamy, Florence M.G. Cavalli, Michael D. Taylor, Uri Tabori, Meredith Irwin, Rosanna Weksberg, Jonathan D. Wasserman, Andrew D. Paterson, and David Malkin, The Hospital for Sick Children; Nardin Samuel, Gavin Wilson, Mathieu Lemire, and Thomas J. Hudson, Ontario Institute for Cancer Research; Christine Elser, Princess Margaret Cancer Centre, Toronto, Ontario, Canada; Diana Merino, National Institutes of Health, Bethesda, MD; Kim E. Nichols, St Jude Children’s Research Hospital, Memphis, TN; Jonathan L. Finlay, Nationwide Children’s Hospital, Columbus, OH; Lynn Meister, Joe DiMaggio Children’s Hospital, Hollywood, FL; Jordan R. Hansford, Children’s Cancer Centre, Royal Children’s Hospital, Melbourne, Victoria, Australia; and Maria Isabel W. Achatz, Hospital AC Camargo, São Paulo, Brazil
| | - Christine Elser
- Nardin Samuel, Gavin Wilson, James Tran, Meredith Irwin, Rosanna Weksberg, Thomas J. Hudson, and David Malkin, University of Toronto; Nardin Samuel, Badr Id Said, Youliang Lou, Weili Li, Ana Novokmet, James Tran, Sanaa Choufani, Marc Remke, Vijay Ramaswamy, Florence M.G. Cavalli, Michael D. Taylor, Uri Tabori, Meredith Irwin, Rosanna Weksberg, Jonathan D. Wasserman, Andrew D. Paterson, and David Malkin, The Hospital for Sick Children; Nardin Samuel, Gavin Wilson, Mathieu Lemire, and Thomas J. Hudson, Ontario Institute for Cancer Research; Christine Elser, Princess Margaret Cancer Centre, Toronto, Ontario, Canada; Diana Merino, National Institutes of Health, Bethesda, MD; Kim E. Nichols, St Jude Children’s Research Hospital, Memphis, TN; Jonathan L. Finlay, Nationwide Children’s Hospital, Columbus, OH; Lynn Meister, Joe DiMaggio Children’s Hospital, Hollywood, FL; Jordan R. Hansford, Children’s Cancer Centre, Royal Children’s Hospital, Melbourne, Victoria, Australia; and Maria Isabel W. Achatz, Hospital AC Camargo, São Paulo, Brazil
| | - Lynn Meister
- Nardin Samuel, Gavin Wilson, James Tran, Meredith Irwin, Rosanna Weksberg, Thomas J. Hudson, and David Malkin, University of Toronto; Nardin Samuel, Badr Id Said, Youliang Lou, Weili Li, Ana Novokmet, James Tran, Sanaa Choufani, Marc Remke, Vijay Ramaswamy, Florence M.G. Cavalli, Michael D. Taylor, Uri Tabori, Meredith Irwin, Rosanna Weksberg, Jonathan D. Wasserman, Andrew D. Paterson, and David Malkin, The Hospital for Sick Children; Nardin Samuel, Gavin Wilson, Mathieu Lemire, and Thomas J. Hudson, Ontario Institute for Cancer Research; Christine Elser, Princess Margaret Cancer Centre, Toronto, Ontario, Canada; Diana Merino, National Institutes of Health, Bethesda, MD; Kim E. Nichols, St Jude Children’s Research Hospital, Memphis, TN; Jonathan L. Finlay, Nationwide Children’s Hospital, Columbus, OH; Lynn Meister, Joe DiMaggio Children’s Hospital, Hollywood, FL; Jordan R. Hansford, Children’s Cancer Centre, Royal Children’s Hospital, Melbourne, Victoria, Australia; and Maria Isabel W. Achatz, Hospital AC Camargo, São Paulo, Brazil
| | - Michael D. Taylor
- Nardin Samuel, Gavin Wilson, James Tran, Meredith Irwin, Rosanna Weksberg, Thomas J. Hudson, and David Malkin, University of Toronto; Nardin Samuel, Badr Id Said, Youliang Lou, Weili Li, Ana Novokmet, James Tran, Sanaa Choufani, Marc Remke, Vijay Ramaswamy, Florence M.G. Cavalli, Michael D. Taylor, Uri Tabori, Meredith Irwin, Rosanna Weksberg, Jonathan D. Wasserman, Andrew D. Paterson, and David Malkin, The Hospital for Sick Children; Nardin Samuel, Gavin Wilson, Mathieu Lemire, and Thomas J. Hudson, Ontario Institute for Cancer Research; Christine Elser, Princess Margaret Cancer Centre, Toronto, Ontario, Canada; Diana Merino, National Institutes of Health, Bethesda, MD; Kim E. Nichols, St Jude Children’s Research Hospital, Memphis, TN; Jonathan L. Finlay, Nationwide Children’s Hospital, Columbus, OH; Lynn Meister, Joe DiMaggio Children’s Hospital, Hollywood, FL; Jordan R. Hansford, Children’s Cancer Centre, Royal Children’s Hospital, Melbourne, Victoria, Australia; and Maria Isabel W. Achatz, Hospital AC Camargo, São Paulo, Brazil
| | - Uri Tabori
- Nardin Samuel, Gavin Wilson, James Tran, Meredith Irwin, Rosanna Weksberg, Thomas J. Hudson, and David Malkin, University of Toronto; Nardin Samuel, Badr Id Said, Youliang Lou, Weili Li, Ana Novokmet, James Tran, Sanaa Choufani, Marc Remke, Vijay Ramaswamy, Florence M.G. Cavalli, Michael D. Taylor, Uri Tabori, Meredith Irwin, Rosanna Weksberg, Jonathan D. Wasserman, Andrew D. Paterson, and David Malkin, The Hospital for Sick Children; Nardin Samuel, Gavin Wilson, Mathieu Lemire, and Thomas J. Hudson, Ontario Institute for Cancer Research; Christine Elser, Princess Margaret Cancer Centre, Toronto, Ontario, Canada; Diana Merino, National Institutes of Health, Bethesda, MD; Kim E. Nichols, St Jude Children’s Research Hospital, Memphis, TN; Jonathan L. Finlay, Nationwide Children’s Hospital, Columbus, OH; Lynn Meister, Joe DiMaggio Children’s Hospital, Hollywood, FL; Jordan R. Hansford, Children’s Cancer Centre, Royal Children’s Hospital, Melbourne, Victoria, Australia; and Maria Isabel W. Achatz, Hospital AC Camargo, São Paulo, Brazil
| | - Meredith Irwin
- Nardin Samuel, Gavin Wilson, James Tran, Meredith Irwin, Rosanna Weksberg, Thomas J. Hudson, and David Malkin, University of Toronto; Nardin Samuel, Badr Id Said, Youliang Lou, Weili Li, Ana Novokmet, James Tran, Sanaa Choufani, Marc Remke, Vijay Ramaswamy, Florence M.G. Cavalli, Michael D. Taylor, Uri Tabori, Meredith Irwin, Rosanna Weksberg, Jonathan D. Wasserman, Andrew D. Paterson, and David Malkin, The Hospital for Sick Children; Nardin Samuel, Gavin Wilson, Mathieu Lemire, and Thomas J. Hudson, Ontario Institute for Cancer Research; Christine Elser, Princess Margaret Cancer Centre, Toronto, Ontario, Canada; Diana Merino, National Institutes of Health, Bethesda, MD; Kim E. Nichols, St Jude Children’s Research Hospital, Memphis, TN; Jonathan L. Finlay, Nationwide Children’s Hospital, Columbus, OH; Lynn Meister, Joe DiMaggio Children’s Hospital, Hollywood, FL; Jordan R. Hansford, Children’s Cancer Centre, Royal Children’s Hospital, Melbourne, Victoria, Australia; and Maria Isabel W. Achatz, Hospital AC Camargo, São Paulo, Brazil
| | - Rosanna Weksberg
- Nardin Samuel, Gavin Wilson, James Tran, Meredith Irwin, Rosanna Weksberg, Thomas J. Hudson, and David Malkin, University of Toronto; Nardin Samuel, Badr Id Said, Youliang Lou, Weili Li, Ana Novokmet, James Tran, Sanaa Choufani, Marc Remke, Vijay Ramaswamy, Florence M.G. Cavalli, Michael D. Taylor, Uri Tabori, Meredith Irwin, Rosanna Weksberg, Jonathan D. Wasserman, Andrew D. Paterson, and David Malkin, The Hospital for Sick Children; Nardin Samuel, Gavin Wilson, Mathieu Lemire, and Thomas J. Hudson, Ontario Institute for Cancer Research; Christine Elser, Princess Margaret Cancer Centre, Toronto, Ontario, Canada; Diana Merino, National Institutes of Health, Bethesda, MD; Kim E. Nichols, St Jude Children’s Research Hospital, Memphis, TN; Jonathan L. Finlay, Nationwide Children’s Hospital, Columbus, OH; Lynn Meister, Joe DiMaggio Children’s Hospital, Hollywood, FL; Jordan R. Hansford, Children’s Cancer Centre, Royal Children’s Hospital, Melbourne, Victoria, Australia; and Maria Isabel W. Achatz, Hospital AC Camargo, São Paulo, Brazil
| | - Jonathan D. Wasserman
- Nardin Samuel, Gavin Wilson, James Tran, Meredith Irwin, Rosanna Weksberg, Thomas J. Hudson, and David Malkin, University of Toronto; Nardin Samuel, Badr Id Said, Youliang Lou, Weili Li, Ana Novokmet, James Tran, Sanaa Choufani, Marc Remke, Vijay Ramaswamy, Florence M.G. Cavalli, Michael D. Taylor, Uri Tabori, Meredith Irwin, Rosanna Weksberg, Jonathan D. Wasserman, Andrew D. Paterson, and David Malkin, The Hospital for Sick Children; Nardin Samuel, Gavin Wilson, Mathieu Lemire, and Thomas J. Hudson, Ontario Institute for Cancer Research; Christine Elser, Princess Margaret Cancer Centre, Toronto, Ontario, Canada; Diana Merino, National Institutes of Health, Bethesda, MD; Kim E. Nichols, St Jude Children’s Research Hospital, Memphis, TN; Jonathan L. Finlay, Nationwide Children’s Hospital, Columbus, OH; Lynn Meister, Joe DiMaggio Children’s Hospital, Hollywood, FL; Jordan R. Hansford, Children’s Cancer Centre, Royal Children’s Hospital, Melbourne, Victoria, Australia; and Maria Isabel W. Achatz, Hospital AC Camargo, São Paulo, Brazil
| | - Andrew D. Paterson
- Nardin Samuel, Gavin Wilson, James Tran, Meredith Irwin, Rosanna Weksberg, Thomas J. Hudson, and David Malkin, University of Toronto; Nardin Samuel, Badr Id Said, Youliang Lou, Weili Li, Ana Novokmet, James Tran, Sanaa Choufani, Marc Remke, Vijay Ramaswamy, Florence M.G. Cavalli, Michael D. Taylor, Uri Tabori, Meredith Irwin, Rosanna Weksberg, Jonathan D. Wasserman, Andrew D. Paterson, and David Malkin, The Hospital for Sick Children; Nardin Samuel, Gavin Wilson, Mathieu Lemire, and Thomas J. Hudson, Ontario Institute for Cancer Research; Christine Elser, Princess Margaret Cancer Centre, Toronto, Ontario, Canada; Diana Merino, National Institutes of Health, Bethesda, MD; Kim E. Nichols, St Jude Children’s Research Hospital, Memphis, TN; Jonathan L. Finlay, Nationwide Children’s Hospital, Columbus, OH; Lynn Meister, Joe DiMaggio Children’s Hospital, Hollywood, FL; Jordan R. Hansford, Children’s Cancer Centre, Royal Children’s Hospital, Melbourne, Victoria, Australia; and Maria Isabel W. Achatz, Hospital AC Camargo, São Paulo, Brazil
| | - Jordan R. Hansford
- Nardin Samuel, Gavin Wilson, James Tran, Meredith Irwin, Rosanna Weksberg, Thomas J. Hudson, and David Malkin, University of Toronto; Nardin Samuel, Badr Id Said, Youliang Lou, Weili Li, Ana Novokmet, James Tran, Sanaa Choufani, Marc Remke, Vijay Ramaswamy, Florence M.G. Cavalli, Michael D. Taylor, Uri Tabori, Meredith Irwin, Rosanna Weksberg, Jonathan D. Wasserman, Andrew D. Paterson, and David Malkin, The Hospital for Sick Children; Nardin Samuel, Gavin Wilson, Mathieu Lemire, and Thomas J. Hudson, Ontario Institute for Cancer Research; Christine Elser, Princess Margaret Cancer Centre, Toronto, Ontario, Canada; Diana Merino, National Institutes of Health, Bethesda, MD; Kim E. Nichols, St Jude Children’s Research Hospital, Memphis, TN; Jonathan L. Finlay, Nationwide Children’s Hospital, Columbus, OH; Lynn Meister, Joe DiMaggio Children’s Hospital, Hollywood, FL; Jordan R. Hansford, Children’s Cancer Centre, Royal Children’s Hospital, Melbourne, Victoria, Australia; and Maria Isabel W. Achatz, Hospital AC Camargo, São Paulo, Brazil
| | - Maria Isabel W. Achatz
- Nardin Samuel, Gavin Wilson, James Tran, Meredith Irwin, Rosanna Weksberg, Thomas J. Hudson, and David Malkin, University of Toronto; Nardin Samuel, Badr Id Said, Youliang Lou, Weili Li, Ana Novokmet, James Tran, Sanaa Choufani, Marc Remke, Vijay Ramaswamy, Florence M.G. Cavalli, Michael D. Taylor, Uri Tabori, Meredith Irwin, Rosanna Weksberg, Jonathan D. Wasserman, Andrew D. Paterson, and David Malkin, The Hospital for Sick Children; Nardin Samuel, Gavin Wilson, Mathieu Lemire, and Thomas J. Hudson, Ontario Institute for Cancer Research; Christine Elser, Princess Margaret Cancer Centre, Toronto, Ontario, Canada; Diana Merino, National Institutes of Health, Bethesda, MD; Kim E. Nichols, St Jude Children’s Research Hospital, Memphis, TN; Jonathan L. Finlay, Nationwide Children’s Hospital, Columbus, OH; Lynn Meister, Joe DiMaggio Children’s Hospital, Hollywood, FL; Jordan R. Hansford, Children’s Cancer Centre, Royal Children’s Hospital, Melbourne, Victoria, Australia; and Maria Isabel W. Achatz, Hospital AC Camargo, São Paulo, Brazil
| | - Thomas J. Hudson
- Nardin Samuel, Gavin Wilson, James Tran, Meredith Irwin, Rosanna Weksberg, Thomas J. Hudson, and David Malkin, University of Toronto; Nardin Samuel, Badr Id Said, Youliang Lou, Weili Li, Ana Novokmet, James Tran, Sanaa Choufani, Marc Remke, Vijay Ramaswamy, Florence M.G. Cavalli, Michael D. Taylor, Uri Tabori, Meredith Irwin, Rosanna Weksberg, Jonathan D. Wasserman, Andrew D. Paterson, and David Malkin, The Hospital for Sick Children; Nardin Samuel, Gavin Wilson, Mathieu Lemire, and Thomas J. Hudson, Ontario Institute for Cancer Research; Christine Elser, Princess Margaret Cancer Centre, Toronto, Ontario, Canada; Diana Merino, National Institutes of Health, Bethesda, MD; Kim E. Nichols, St Jude Children’s Research Hospital, Memphis, TN; Jonathan L. Finlay, Nationwide Children’s Hospital, Columbus, OH; Lynn Meister, Joe DiMaggio Children’s Hospital, Hollywood, FL; Jordan R. Hansford, Children’s Cancer Centre, Royal Children’s Hospital, Melbourne, Victoria, Australia; and Maria Isabel W. Achatz, Hospital AC Camargo, São Paulo, Brazil
| | - David Malkin
- Nardin Samuel, Gavin Wilson, James Tran, Meredith Irwin, Rosanna Weksberg, Thomas J. Hudson, and David Malkin, University of Toronto; Nardin Samuel, Badr Id Said, Youliang Lou, Weili Li, Ana Novokmet, James Tran, Sanaa Choufani, Marc Remke, Vijay Ramaswamy, Florence M.G. Cavalli, Michael D. Taylor, Uri Tabori, Meredith Irwin, Rosanna Weksberg, Jonathan D. Wasserman, Andrew D. Paterson, and David Malkin, The Hospital for Sick Children; Nardin Samuel, Gavin Wilson, Mathieu Lemire, and Thomas J. Hudson, Ontario Institute for Cancer Research; Christine Elser, Princess Margaret Cancer Centre, Toronto, Ontario, Canada; Diana Merino, National Institutes of Health, Bethesda, MD; Kim E. Nichols, St Jude Children’s Research Hospital, Memphis, TN; Jonathan L. Finlay, Nationwide Children’s Hospital, Columbus, OH; Lynn Meister, Joe DiMaggio Children’s Hospital, Hollywood, FL; Jordan R. Hansford, Children’s Cancer Centre, Royal Children’s Hospital, Melbourne, Victoria, Australia; and Maria Isabel W. Achatz, Hospital AC Camargo, São Paulo, Brazil
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