Molecular Characterization of Neuroendocrine-like Bladder Cancer

被引:67
作者
da Costa, Jose Batista [1 ]
Gibb, Ewan A. [2 ]
Bivalacqua, Trinity J. [3 ]
Liu, Yang [2 ]
Oo, Htoo Zarni [1 ]
Miyamoto, David T. [4 ]
Alshalalfa, Mohammed [2 ]
Davicioni, Elai [2 ]
Wright, Jonathan [5 ]
Dall'Era, Marc A. [6 ]
Douglas, James [7 ]
Boormans, Joost L. [8 ]
Van der Heijden, Michiel S. [9 ]
Wu, Chin-Lee [10 ]
van Rhijn, Bas W. G. [11 ]
Gupta, Shilpa [12 ]
Grivas, Petros [13 ]
Mouw, Kent W. [14 ]
Murugan, Paari [15 ]
Fazli, Ladan [1 ]
Ra, Seong [16 ]
Konety, Badrinath R. [17 ]
Seiler, Roland [18 ]
Daneshmand, Siamak [19 ]
Mian, Omar Y. [20 ]
Efstathiou, Jason A. [4 ]
Lotan, Yair [21 ]
Black, Peter C. [1 ]
机构
[1] Univ British Columbia, Dept Urol Sci, Vancouver, BC, Canada
[2] GenomeDx Inc, Vancouver, BC, Canada
[3] Johns Hopkins Med Inst, Dept Urol, Baltimore, MD USA
[4] Harvard Med Sch, Massachusetts Gen Hosp, Dept Radiat Oncol, Boston, MA 02115 USA
[5] Univ Washington, Dept Urol, Sch Med, Washington, DC USA
[6] Urothelial Carcinoma Davis Comprehens Canc Ctr, Dept Urol, Sacramento, CA USA
[7] Univ Hosp Southampton, Dept Urol, Hampshire, England
[8] Erasmus MC, Erasmus MC Canc Inst, Dept Urol, Rotterdam, Netherlands
[9] Antoni Van Leeuwenhoek Hosp, Netherlands Canc Inst, Dept Med Oncol, Amsterdam, Netherlands
[10] Harvard Med Sch, Massachusetts Gen Hosp, Dept Pathol, Boston, MA 02115 USA
[11] Antoni Van Leeuwenhoek Hosp, Netherlands Canc Inst, Dept Surg Oncol Urol, Amsterdam, Netherlands
[12] Univ Minnesota, Div Hematol Oncol & Transplantat, Minneapolis, MN USA
[13] Univ Washington, Dept Oncol, Seattle, WA 98195 USA
[14] Dana Farber Canc Inst, Dept Radiat Oncol, Boston, MA 02115 USA
[15] Univ Minnesota, Dept Lab Med & Pathol, Minneapolis, MN 55455 USA
[16] San Diego Pathol Med Grp, San Diego, CA USA
[17] Univ Minnesota, Dept Urol, Minneapolis, MN USA
[18] Univ Bern, Dept Urol, Bern, Switzerland
[19] Univ Southern Calif, Urol Dept, Los Angeles, CA USA
[20] Cleveland Clin, Dept Translat Hematol & Oncol Res, Cleveland, OH 44106 USA
[21] Univ Texas Southwestern Med Ctr Dallas, Dept Urol, Dallas, TX 75390 USA
关键词
SMALL-CELL CARCINOMA; LONG-TERM OUTCOMES; URINARY-BLADDER; CLINICAL-TRIAL; CHEMOTHERAPY; DIAGNOSIS; THERAPY;
D O I
10.1158/1078-0432.CCR-18-3558
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Purpose: Neuroendocrine (NE) bladder carcinoma is a rare and aggressive variant. Molecular subtyping studies have found that 5% to 15% of muscle-invasive bladder cancer (MIBC) have transcriptomic patterns consistent with NE bladder cancer in the absence of NE histology. The clinical implications of this NE-like subtype have not been explored in depth. Experimental Design: Transcriptome-wide expression profiles were generated for MIBC collected from 7 institutions and clinical-use of Decipher Bladder. Using unsupervised clustering, we generated a clustering solution on a prospective training cohort (PTC; n = 175), developed single-sample classifiers to predict NE tumors, and evaluated the resultant models on a testing radical cystectomy (RC) cohort (n = 225). A random forest model was finalized and applied to 5 validation cohorts (n = 1302). Uni- and multivariable survival analyses were used to characterize clinical outcomes. Results: In the training cohort (PTC), hierarchical clustering using an 84-gene panel showed a cluster of 8 patients (4.6%) with highly heterogeneous expression of NE markers in the absence of basal or luminal marker expression. NE-like tumors were identified in 1% to 6.6% of cases in validation cohorts. Patients with NE-like tumors had significantly worse 1-year progression-free survival (65% NE-like vs. 82% overall; P = 0.046) and, after adjusting for clinical and pathologic factors, had a 6.4-fold increased risk of all-cause mortality (P = 0.001). IHC confirmed the neuronal character of these tumors. Conclusions: A single-patient classifier was developed that identifies patients with histologic urothelial cancer harboring a NE transcriptomic profile. These tumors represent a high-risk subgroup of MIBC, which may require different treatment.
引用
收藏
页码:3908 / 3920
页数:13
相关论文
共 46 条
  • [1] The Exomes of the NCI-60 Panel: A Genomic Resource for Cancer Biology and Systems Pharmacology
    Abaan, Ogan D.
    Polley, Eric C.
    Davis, Sean R.
    Zhu, Yuelin J.
    Bilke, Sven
    Walker, Robert L.
    Pineda, Marbin
    Gindin, Yevgeniy
    Jiang, Yuan
    Reinhold, William C.
    Holbeck, Susan L.
    Simon, Richard M.
    Doroshow, James H.
    Pommier, Yves
    Meltzer, Paul S.
    [J]. CANCER RESEARCH, 2013, 73 (14) : 4372 - 4382
  • [2] Small cell carcinoma of the urinary bladder treated with chemotherapy and radiotherapy:: Results in five cases
    Bastús, R
    Caballero, JM
    González, G
    Borrat, P
    Casalots, J
    de Segura, GG
    Martí, L
    Ristol, J
    Cirera, L
    [J]. EUROPEAN UROLOGY, 1999, 35 (04) : 323 - 326
  • [3] A comparison of normalization methods for high density oligonucleotide array data based on variance and bias
    Bolstad, BM
    Irizarry, RA
    Åstrand, M
    Speed, TP
    [J]. BIOINFORMATICS, 2003, 19 (02) : 185 - 193
  • [4] Small-Cell Carcinomas of the Bladder and Lung Are Characterized by a Convergent but Distinct Pathogenesis
    Chang, Matthew T.
    Penson, Alexander
    Desai, Neil B.
    Socci, Nicholas D.
    Shen, Ronglai
    Seshan, Venkatraman E.
    Kundra, Ritika
    Abeshouse, Adam
    Viale, Agnes
    Cha, Eugene K.
    Hao, Xueli
    Reuter, Victor E.
    Rudin, Charles M.
    Bochner, Bernard H.
    Rosenberg, Jonathan E.
    Bajorin, Dean F.
    Schultz, Nikolaus
    Berger, Michael F.
    Iyer, Gopa
    Solit, David B.
    Al-Ahmadie, Hikmat A.
    Taylor, Barry S.
    [J]. CLINICAL CANCER RESEARCH, 2018, 24 (08) : 1965 - 1973
  • [5] Small cell carcinoma of the urinary bladder - A clinicopathologic analysis of 64 patients
    Cheng, L
    Pan, CX
    Yang, XMJ
    Lopez-Beltran, A
    MacLennan, GT
    Lin, HQ
    Kuzel, TM
    Papavero, V
    Tretiakova, M
    Nigro, K
    Koch, MO
    Eble, JN
    [J]. CANCER, 2004, 101 (05) : 957 - 962
  • [6] Sarcomatoid Carcinoma of the Urinary Bladder: The Final Common Pathway of Urothelial Carcinoma Dedifferentiation
    Cheng, Liang
    Zhang, Shaobo
    Alexander, Riley
    MacLennan, Gregory T.
    Hodges, Kurt B.
    Harrison, Beth T.
    Lopez-Beltran, Antonio
    Montironi, Rodolfo
    [J]. AMERICAN JOURNAL OF SURGICAL PATHOLOGY, 2011, 35 (05) : E34 - E46
  • [7] Identification of Distinct Basal and Luminal Subtypes of Muscle-Invasive Bladder Cancer with Different Sensitivities to Frontline Chemotherapy
    Choi, Woonyoung
    Porten, Sima
    Kim, Seungchan
    Willis, Daniel
    Plimack, Elizabeth R.
    Hoffman-Censits, Jean
    Roth, Beat
    Cheng, Tiewei
    Mai Tran
    Lee, I-Ling
    Melquist, Jonathan
    Bondaruk, Jolanta
    Majewski, Tadeusz
    Zhang, Shizhen
    Pretzsch, Shanna
    Baggerly, Keith
    Siefker-Radtke, Arlene
    Czerniak, Bogdan
    Dinney, Colin P. N.
    McConkey, David J.
    [J]. CANCER CELL, 2014, 25 (02) : 152 - 165
  • [8] Small cell carcinoma of the urinary bladder - The Mayo Clinic experience
    Choong, NWW
    Quevedo, JF
    Kaur, JS
    [J]. CANCER, 2005, 103 (06) : 1172 - 1178
  • [9] Long-Term Outcomes of Selective Bladder Preservation by Combined-Modality Therapy for Invasive Bladder Cancer: The MGH Experience
    Efstathiou, Jason A.
    Spiegel, Daphna Y.
    Shipley, William U.
    Heney, Niall M.
    Kaufman, Donald S.
    Niemierko, Andrzej
    Coen, John J.
    Skowronski, Rafi Y.
    Paly, Jonathan J.
    McGovern, Francis J.
    Zietman, Anthony L.
    [J]. EUROPEAN UROLOGY, 2012, 61 (04) : 705 - 711
  • [10] Discovery and Validation of a Prostate Cancer Genomic Classifier that Predicts Early Metastasis Following Radical Prostatectomy
    Erho, Nicholas
    Crisan, Anamaria
    Vergara, Ismael A.
    Mitra, Anirban P.
    Ghadessi, Mercedeh
    Buerki, Christine
    Bergstralh, Eric J.
    Kollmeyer, Thomas
    Fink, Stephanie
    Haddad, Zaid
    Zimmermann, Benedikt
    Sierocinski, Thomas
    Ballman, Karla V.
    Triche, Timothy J.
    Black, Peter C.
    Karnes, R. Jeffrey
    Klee, George
    Davicioni, Elai
    Jenkins, Robert B.
    [J]. PLOS ONE, 2013, 8 (06):