Differential Expression of Glucose Transporters and Hexokinases in Prostate Cancer with a Neuroendocrine Gene Signature: A Mechanistic Perspective for 18F-FDG Imaging of PSMA-Suppressed Tumors

被引:57
作者
Bakht, Martin K. [1 ,2 ,3 ]
Lovnicki, Jessica M. [4 ]
Tubman, Janice [1 ]
Stringer, Keith F. [1 ,5 ]
Chiaramonte, Jonathan [6 ]
Reynolds, Michael R. [6 ]
Derecichei, Iulian [1 ]
Ferraiuolo, Rosa-Maria [7 ]
Fifield, Bre-Anne [1 ]
Lubanska, Dorota [1 ]
Oh, So Won [2 ,3 ]
Cheon, Gi Jeong [2 ,3 ]
Kwak, Cheol [8 ]
Jeong, Chang Wook [8 ]
Kang, Keon Wook [2 ,3 ]
Trant, John F. [6 ]
Morrissey, Colm [9 ]
Coleman, Ilsa M. [10 ]
Wang, Yuzhuo [4 ]
Ahmadzadehfar, Hojjat [11 ]
Dong, Xuesen [4 ]
Porter, Lisa A. [1 ]
机构
[1] Univ Windsor, Dept Biomed Sci, Windsor, ON N9B 3P4, Canada
[2] Seoul Natl Univ, Dept Nucl Med, Coll Med, Seoul 110744, South Korea
[3] Seoul Natl Univ, Canc Res Inst, Lab Mol Imaging & Therapy, Coll Med, Seoul, South Korea
[4] Univ British Columbia, Vancouver Prostate Ctr, Dept Urol Sci, Vancouver, BC, Canada
[5] Cincinnati Childrens Hosp Med Ctr, Dept Pathol, Cincinnati, OH 45229 USA
[6] Univ Windsor, Dept Chem & Biochem, Windsor, ON, Canada
[7] Barbara Ann Karmanos Canc Inst, Detroit, MI USA
[8] Seoul Natl Univ, Dept Urol, Coll Med, Seoul, South Korea
[9] Univ Washington, Dept Urol, Seattle, WA 98195 USA
[10] Fred Hutchinson Canc Res Ctr, Div Human Biol, 1124 Columbia St, Seattle, WA 98104 USA
[11] Univ Hosp Bonn, Dept Nucl Med, Bonn, Germany
基金
加拿大自然科学与工程研究理事会; 加拿大健康研究院;
关键词
neuroendocrine PC; PSMA; glucose transporters; hexokinases; glucokinase; METABOLISM; PET; ADENOCARCINOMA; PROLIFERATION; ANDROGENS; UTILITY; GLUT1;
D O I
10.2967/jnumed.119.231068
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Although the incidence of de novo neuroendocrine prostate cancer (PC) is rare, recent data suggest that low expression of prostate-specific membrane antigen (PSMA) is associated with a spectrum of neuroendocrine hallmarks and androgen receptor (AR) suppression in PC. Previous clinical reports indicate that PCs with a phenotype similar to neuroendocrine tumors can be more amenable to imaging by F-18-FDG than by PSMA-targeting radioligands. In this study, we evaluated the association between neuroendocrine gene signature and F-18-FDG uptake-associated genes including glucose transporters (GLUTs) and hexokinases, with the goal of providing a genomic signature to explain the reported F-18-FDG avidity of PSMA-suppressed tumors. Methods: Data-mining approaches, cell lines, and patient-derived xenograft models were used to study the levels of 14 members of the SLC2A family (encoding GLUT proteins), 4 members of the hexokinase family (genes HK1-HK3 and GCK), and PSMA (FOLH1 gene) after AR inhibition and in correlation with neuroendocrine hallmarks. Also, we characterize a neuroendocrine-like PC (NELPC) subset among a cohort of primary and metastatic PC samples with no neuroendocrine histopathology. We measured glucose uptake in a neuroendocrine-induced in vitro model and a zebrafish model by nonradioactive imaging of glucose uptake using a fluorescent glucose bioprobe, GB2-Cy3. Results: This work demonstrated that a neuroendocrine gene signature associates with differential expression of genes encoding GLUT and hexokinase proteins. In NELPC, elevated expression of GCK (encoding glucokinase protein) and decreased expression of SLC2A12 correlated with earlier biochemical recurrence. In tumors treated with AR inhibitors, high expression of GCK and low expression of SLC2A12 correlated with neuroendocrine histopathology and PSMA gene suppression. GLUT12 suppression and upregulation of glucokinase were observed in neuroendocrine-induced PC cell lines and patient-derived xenograft models. A higher glucose uptake was confirmed in low-PSMA tumors using a GB2-Cy3 probe in a zebrafish model. Conclusion: A neuroendocrine gene signature in neuroendocrine PC and NELPC associates with a distinct transcriptional profile of GLUTs and hexokinases. PSMA suppression correlates with GLUT12 suppression and glucokinase upregulation. Alteration of F-18-FDG uptake-associated genes correlated positively with higher glucose uptake in AR- and PSMA-suppressed tumors. Zebrafish xenograft tumor models are an accurate and efficient preclinical method for monitoring nonradioactive glucose uptake.
引用
收藏
页码:904 / 910
页数:7
相关论文
共 42 条
  • [1] The Placental Gene PEG10 Promotes Progression of Neuroendocrine Prostate Cancer
    Akamatsu, Shusuke
    Wyatt, Alexander W.
    Lin, Dong
    Lysakowski, Summer
    Zhang, Fan
    Kim, Soojin
    Tse, Charan
    Wang, Kendric
    Mo, Fan
    Haegert, Anne
    Brahmbhatt, Sonal
    Bell, Robert
    Adomat, Hans
    Kawai, Yoshihisa
    Xue, Hui
    Dong, Xin
    Fazli, Ladan
    Tsai, Harrison
    Lotan, Tamara L.
    Kossai, Myriam
    Mosquera, Juan Miguel
    Rubin, Mark A.
    Beltran, Himisha
    Zoubeidi, Amina
    Wang, Yuzhuo
    Gleave, Martin E.
    Collins, Colin C.
    [J]. CELL REPORTS, 2015, 12 (06): : 922 - 936
  • [2] Characterization of transcriptomic signature of primary prostate cancer analogous to prostatic small cell neuroendocrine carcinoma
    Alshalalfa, Mohammed
    Liu, Yang
    Wyatt, Alexander W.
    Gibb, Ewan A.
    Tsai, Harrison K.
    Erho, Nicholas
    Lehrer, Jonathan
    Takhar, Mandeep
    Ramnarine, Varune R.
    Collins, Colin C.
    Den, Robert B.
    Schaeffer, Edward M.
    Davicioni, Elai
    Lotan, Tamara L.
    Bismar, Tarek A.
    [J]. INTERNATIONAL JOURNAL OF CANCER, 2019, 145 (12) : 3453 - 3461
  • [3] Avril N, 2004, J NUCL MED, V45, P930
  • [4] Neuroendocrine differentiation of prostate cancer leads to PSMA suppression
    Bakht, Martin K.
    Derecichei, Iulian
    Li, Yinan
    Ferraiuolo, Rosa-Maria
    Dunning, Mark
    Oh, So Won
    Hussein, Abdulkadir
    Youn, Hyewon
    Stringer, Keith F.
    Jeong, Chang Wook
    Cheon, Gi Jeong
    Kwak, Cheol
    Kang, Keon Wook
    Lamb, Alastair D.
    Wang, Yuzhuo
    Dong, Xuesen
    Porter, Lisa A.
    [J]. ENDOCRINE-RELATED CANCER, 2019, 26 (02) : 131 - 146
  • [5] Divergent clonal evolution of castration-resistant neuroendocrine prostate cancer
    Beltran, Himisha
    Prandi, Davide
    Mosquera, Juan Miguel
    Benelli, Matteo
    Puca, Loredana
    Cyrta, Joanna
    Marotz, Clarisse
    Giannopoulou, Eugenia
    Chakravarthi, Balabhadrapatruni V. S. K.
    Varambally, Sooryanarayana
    Tomlins, Scott A.
    Nanus, David M.
    Tagawa, Scott T.
    Van Allen, Eliezer M.
    Elemento, Olivier
    Sboner, Andrea
    Garraway, Levi A.
    Rubin, Mark A.
    Demichelis, Francesca
    [J]. NATURE MEDICINE, 2016, 22 (03) : 298 - 305
  • [6] Androgen Receptor Pathway-Independent Prostate Cancer Is Sustained through FGF Signaling
    Bluemn, Eric G.
    Coleman, Ilsa M.
    Lucas, Jared M.
    Coleman, Roger T.
    Hernandez-Lopez, Susana
    Tharakan, Robin
    Bianchi-Frias, Daniella
    Dumpit, Ruth F.
    Kaipainen, Arja
    Corella, Alexandra N.
    Yang, Yu Chi
    Nyquist, Michael D.
    Mostaghel, Elahe
    Hsieh, Andrew C.
    Zhang, Xiaotun
    Corey, Eva
    Brown, Lisha G.
    Nguyen, Holly M.
    Pienta, Kenneth
    Ittmann, Michael
    Schweizer, Michael
    True, Lawrence D.
    Wise, David
    Rennie, Paul S.
    Vessella, Robert L.
    Morrissey, Colm
    Nelson, Peter S.
    [J]. CANCER CELL, 2017, 32 (04) : 474 - +
  • [7] Guideline for PET/CT imaging of neuroendocrine neoplasms with 68Ga-DOTA-conjugated somatostatin receptor targeting peptides and 18F-DOPA
    Bozkurt, Murat Fani
    Virgolini, Irene
    Balogova, Sona
    Beheshti, Mohsen
    Rubello, Domenico
    Decristoforo, Clemens
    Ambrosini, Valentina
    Kjaer, Andreas
    Delgado-Bolton, Roberto
    Kunikowska, Jolanta
    Oyen, Wim J. G.
    Chiti, Arturo
    Giammarile, Francesco
    Fanti, Stefano
    [J]. EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2017, 44 (09) : 1588 - 1601
  • [8] Metastatic Poorly Differentiated Prostatic Carcinoma With Neuroendocrine Differentiation Negative on 68Ga-PSMA PET/CT
    Chakraborty, Partha Sarathi
    Tripathi, Madhavi
    Agarwal, Krishan Kant
    Kumar, Rajeev
    Vijay, Maneesh Kumar
    Bal, Chandrasekhar
    [J]. CLINICAL NUCLEAR MEDICINE, 2015, 40 (02) : E163 - E166
  • [9] Near-infrared fluorescent deoxyglucose analogue for tumor optical imaging in cell culture and living mice
    Cheng, Zhen
    Levi, Jelena
    Xiong, Zhengming
    Gheysens, Olivier
    Keren, Shay
    Chen, Xiaoyuan
    Gambhir, Sanjiv Sam
    [J]. BIOCONJUGATE CHEMISTRY, 2006, 17 (03) : 662 - 669
  • [10] Targeting MCT4 to reduce lactic acid secretion and glycolysis for treatment of neuroendocrine prostate cancer
    Choi, Stephen Yiu Chuen
    Ettinger, Susan L.
    Lin, Dong
    Xue, Hui
    Ci, Xinpei
    Nabavi, Noushin
    Bell, Robert H.
    Mo, Fan
    Gout, Peter W.
    Fleshner, Neil E.
    Gleave, Martin E.
    Collins, Colin C.
    Wang, Yuzhuo
    [J]. CANCER MEDICINE, 2018, 7 (07): : 3385 - 3392