Identification of Differential Tumor Subtypes of T1 Bladder Cancer

被引:91
作者
Robertson, A. Gordon [1 ]
Groeneveld, Clarice S. [2 ,3 ]
Jordan, Brian [4 ]
Lin, Xiquo [5 ]
McLaughlin, Kimberly A. [6 ,7 ]
Das, Arighno [6 ,7 ]
Fall, Leigh Ann [6 ,7 ]
Fantini, Damiano [6 ,7 ]
Taxter, Timothy J. [9 ]
Mogil, Lauren S. [10 ]
Lindskrog, Sia Viborg [11 ]
Dyrskjot, Lars [11 ]
McConkey, David J. [12 ]
Svatek, Robert S. [13 ,14 ]
de Reynies, Aurelien [2 ]
Castro, Mauro A. A. [15 ]
Meeks, Joshua J. [6 ,7 ,8 ]
机构
[1] Dxige Res Inc, Courtenay, BC, Canada
[2] Ligue Natl Canc, Cartes Identite Tumeurs Program, Paris, France
[3] Inst Curie, Equipe Labellisee Ligue Canc, Oncol Mol, Paris, France
[4] Univ Washington, Dept Urol, Seattle, WA 98195 USA
[5] Northwestern Univ, Dept Pathol, Feinberg Sch Med, Chicago, IL 60611 USA
[6] Northwestern Univ, Feinberg Sch Med, Dept Urol, 676 N St Clair Suite 2300, Chicago, IL 60611 USA
[7] Northwestern Univ, Feinberg Sch Med, Dept Biochem & Mol Genet, Chicago, IL 60611 USA
[8] Jesse Brown VA Med Ctr, Chicago, IL USA
[9] Tempus Labs Inc, Chicago, IL USA
[10] Univ Chicago, Ctr Translat Data Sci, Chicago, IL 60637 USA
[11] Aarhus Univ Hosp, Dept Mol Med, Aarhus, Denmark
[12] Johns Hopkins Univ, Johns Hopkins Greenberg Bladder Canc Inst, Brady Urol Inst, Baltimore, MD USA
[13] UT Hlth MD Anderson, Expt Dev Therapeut Program, San Antonio, TX USA
[14] UT Hlth San Antonio, Dept Urol, San Antonio, TX USA
[15] Univ Fed Parana, Bioinformat & Syst Biol Lab, Curitiba, Parana, Brazil
关键词
Non-muscle-invasive bladder cancer; Bacillus Calmette-Guerin; Carcinoma in situ; Immune signatures; Tumor subtype; Luminal;
D O I
10.1016/j.eururo.2020.06.048
中图分类号
R5 [内科学]; R69 [泌尿科学(泌尿生殖系疾病)];
学科分类号
1002 ; 100201 ;
摘要
Stage T1 bladder cancers have the highest progression and recurrence rates of all non-muscle-invasive bladder cancers (NMIBCs). Most T1 cancers are treated with bacillus Calmette-Guerin (BCG), but many will progress or recur, and some T1 patients will die from bladder cancer. Particularly aggressive tumors could be treated with early cystectomy. To better understand the molecular heterogeneity of T1 cancers, we performed transcriptome profiling and unsupervised clustering, and identified five consensus subtypes of T1 tumors treated with repeat transurethral resection (reTUR) and induction and maintenance BCG. The T1-LumGU subtype was associated with carcinoma in situ (CIS; six/13, 46% of all CIS), had high E2F1 and EZH2 expression, and was enriched in E2F target and G2M checkpoint hallmarks. The T1 -Inflam subtype was inflamed and infiltrated with immune cells. While most T1 tumors were classified as luminal papillary, the T1-TLum subtype had the highest median luminal papillary score and FGFR3 expression, no recurrence events, and the fewest copy number gains. T1-Myc and T1-Early subtypes had the most recurrences (14/30 within 24 mo), the highest median MYC expression, and, when combined, had significantly worse recurrence-free survival than the other three subtypes. T1-Early had five (38%) recurrences within the first 6 mo of BCG, and repressed IFN-alpha and IFN-gamma hallmarks and inflammation. We developed a single-patient T1 classifier and validated our subtype biology in a second cohort of T1 tumors. Future research will be necessary to validate the proposed T1 subtypes and to determine if therapies can be individualized for each subtype. Patient summary: We identified and characterized expression subtypes of high-grade stage T1 bladder cancer that are biologically heterogeneous and have variable responses to bacillus Calmette-Guerin treatment. We validated the subtypes and describe a single-patient classifier. Published by Elsevier B.V. on behalf of European Association of Urology.
引用
收藏
页码:533 / 537
页数:5
相关论文
共 7 条
  • [1] Integrated genomic profiling expands clinical options for patients with cancer
    Beaubier, Nike
    Bontrager, Martin
    Huether, Robert
    Igartua, Catherine
    Lau, Denise
    Tell, Robert
    Bobe, Alexandria M.
    Bush, Stephen
    Chang, Alan L.
    Hoskinson, Derick C.
    Khan, Aly A.
    Kudalkar, Emily
    Leibowitz, Benjamin D.
    Lozachmeur, Ariane
    Michuda, Jackson
    Parsons, Jerod
    Perera, Jason F.
    Salahudeen, Ameen
    Shah, Kaanan P.
    Taxter, Timothy
    Zhu, Wei
    White, Kevin P.
    [J]. NATURE BIOTECHNOLOGY, 2019, 37 (11) : 1351 - +
  • [2] Comprehensive Transcriptional Analysis of Early-Stage Urothelial Carcinoma
    Hedegaard, Jakob
    Lamy, Philippe
    Nordentoft, Iver
    Algaba, Ferran
    Hoyer, Soren
    Ulhoi, Benedicte Parm
    Vang, Soren
    Reinert, Thomas
    Hermann, Gregers G.
    Mogensen, Karin
    Thomsen, Mathilde Borg Houlberg
    Nielsen, Morten Muhlig
    Marquez, Mirari
    Segersten, Ulrika
    Aine, Mattias
    Hoglund, Mattias
    Birkenkamp-Demtroder, Karin
    Fristrup, Niels
    Borre, Michael
    Hartmann, Arndt
    Stoehr, Robert
    Wach, Sven
    Keck, Bastian
    Seitz, Anna Katharina
    Nawroth, Roman
    Maurer, Tobias
    Tulic, Cane
    Simic, Tatjana
    Junker, Kerstin
    Horstmann, Marcus
    Harving, Niels
    Petersen, Astrid Christine
    Luz Calle, M.
    Steyerberg, Ewout W.
    Beukers, Willemien
    van Kessel, Kim E. M.
    Jensen, Jorgen Bjerggaard
    Pedersen, Jakob Skou
    Malmstrom, Per-Uno
    Malats, Nuria
    Real, Francisco X.
    Zwarthoff, Ellen C.
    Orntoft, Torben Falck
    Dyrskjot, Lars
    [J]. CANCER CELL, 2016, 30 (01) : 27 - 42
  • [3] A Consensus Molecular Classification of Muscle-invasive Bladder Cancer
    Kamoun, Aurelie
    de Reynies, Aurelien
    Allory, Yves
    Sjodahl, Gottfrid
    Robertson, A. Gordon
    Seiler, Roland
    Hoadley, Katherine A.
    Groeneveld, Clarice S.
    Al-Ahmadie, Hikmat
    Choi, Woonyoung
    Castro, Mauro A. A.
    Fontugne, Jacqueline
    Eriksson, Pontus
    Mo, Qianxing
    Kardos, Jordan
    Zlotta, Alexandre
    Hartmann, Arndt
    Dinney, Colin P.
    Bellmunt, Joaquim
    Powles, Thomas
    Malats, Nuria
    Chan, Keith S.
    Kim, William Y.
    McConkey, David J.
    Black, Peter C.
    Dyrskjot, Lars
    Hoglund, Mattias
    Lerner, Seth P.
    Real, Francisco X.
    Radvanyi, Francois
    [J]. EUROPEAN UROLOGY, 2020, 77 (04) : 420 - 433
  • [4] Genomic characterization of high-risk non-muscle invasive bladder cancer
    Meeks, Joshua J.
    Carneiro, Benedito A.
    Pai, Sachin G.
    Oberlin, Daniel T.
    Rademaker, Alfred
    Fedorchak, Kyle
    Balasubramanian, Sohail
    Elvin, Julia
    Beaubier, Nike
    Giles, Francis J.
    [J]. ONCOTARGET, 2016, 7 (46) : 75176 - 75184
  • [5] RNA-seq from archival FFPE breast cancer samples: molecular pathway fidelity and novel discovery
    Pennock, Nathan D.
    Jindal, Sonali
    Horton, Wesley
    Sun, Duanchen
    Narasimhan, Jayasri
    Carbone, Lucia
    Fei, Suzanne S.
    Searles, Robert
    Harrington, Christina A.
    Burchard, Julja
    Weinmann, Sheila
    Schedin, Pepper
    Xia, Zheng
    [J]. BMC MEDICAL GENOMICS, 2019, 12 (01)
  • [6] Long-term Cancer-specific Survival in Patients with High-risk, Non-muscle-invasive Bladder Cancer and Tumour Progression: A Systematic Review
    van den Bosch, Sven
    Witjes, J. Alfred
    [J]. EUROPEAN UROLOGY, 2011, 60 (03) : 493 - 500
  • [7] Gene set enrichment for reproducible science: comparison of CERNO and eight other algorithms
    Zyla, Joanna
    Marczyk, Michal
    Domaszewska, Teresa
    Kaufmann, Stefan H. E.
    Polanska, Joanna
    Weiner, January, III
    [J]. BIOINFORMATICS, 2019, 35 (24) : 5146 - 5154