Integrative metabolic and transcriptomic profiling of prostate cancer tissue containing reactive stroma

被引:53
作者
Andersen, Maria K. [1 ]
Rise, Kjersti [2 ]
Giskeodegard, Guro F. [1 ]
Richardsen, Elin [3 ,4 ]
Bertilsson, Helena [2 ,5 ]
Storkersen, Oystein [6 ]
Bathen, Tone F. [1 ]
Rye, Morten [2 ,7 ]
Tessem, May-Britt [1 ]
机构
[1] NTNU Norwegian Univ Sci & Technol, Dept Circulat & Med Imaging, Trondheim, Norway
[2] NTNU Norwegian Univ Sci & Technol, Dept Clin & Mol Med, Trondheim, Norway
[3] UIT Artic Univ Norway, Dept Med Biol, Tromso, Norway
[4] Univ Hosp North Norway, Dept Clin Pathol, Unn Tromso, Norway
[5] Trondheim Reg & Univ Hosp, St Olavs Hosp, Dept Urol, Trondheim, Norway
[6] Trondheim Reg & Univ Hosp, St Olavs Hosp, Dept Pathol, Trondheim, Norway
[7] Trondheim Reg & Univ Hosp, St Olavs Hosp, Surg Clin, Trondheim, Norway
来源
SCIENTIFIC REPORTS | 2018年 / 8卷
基金
欧洲研究理事会;
关键词
PREDICTS BIOCHEMICAL RECURRENCE; FIBROBLAST ACTIVATION PROTEIN; POOR-PROGNOSIS; FREE SURVIVAL; MATRIX; ADENOCARCINOMA; EXPRESSION; CARCINOMA; GROWTH; MICROENVIRONMENT;
D O I
10.1038/s41598-018-32549-1
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Reactive stroma is a tissue feature commonly observed in the tumor microenvironment of prostate cancer and has previously been associated with more aggressive tumors. The aim of this study was to detect differentially expressed genes and metabolites according to reactive stroma content measured on the exact same prostate cancer tissue sample. Reactive stroma was evaluated using histopathology from 108 fresh frozen prostate cancer samples gathered from 43 patients after prostatectomy (Biobank1). A subset of the samples was analyzed both for metabolic (n = 85) and transcriptomic alterations (n = 78) using high resolution magic angle spinning magnetic resonance spectroscopy (HR-MAS MRS) and RNA microarray, respectively. Recurrence-free survival was assessed in patients with clinical follow-up of minimum five years (n = 38) using biochemical recurrence (BCR) as endpoint. Multivariate metabolomics and gene expression analysis compared low (<= 15%) against high reactive stroma content (>= 16%). High reactive stroma content was associated with BCR in prostate cancer patients even when accounting for the influence of Grade Group (Cox hazard proportional analysis, p = 0.013). In samples with high reactive stroma content, metabolites and genes linked to immune functions and extracellular matrix (ECM) remodeling were significantly upregulated. Future validation of these findings is important to reveal novel biomarkers and drug targets connected to immune mechanisms and ECM in prostate cancer. The fact that high reactive stroma grading is connected to BCR adds further support for the clinical integration of this histopathological evaluation.
引用
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页数:11
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共 60 条
  • [1] The Inflammatory Chemokine CCL5 and Cancer Progression
    Aldinucci, Donatella
    Colombatti, Alfonso
    [J]. MEDIATORS OF INFLAMMATION, 2014, 2014
  • [2] Abnormal collagen fibrils in tendons of biglycan/fibromodulin-deficient mice lead to gait impairment, ectopic ossification, and osteoarthritis
    Ameye, L
    Aria, D
    Jepsen, K
    Oldberg, A
    Xu, TS
    Young, MF
    [J]. FASEB JOURNAL, 2002, 16 (07) : 673 - 680
  • [3] The role of choline in prostate cancer
    Awwad, Hussain Mohamad
    Geisel, Juergen
    Obeid, Rima
    [J]. CLINICAL BIOCHEMISTRY, 2012, 45 (18) : 1548 - 1553
  • [4] Ayala G, 2003, CLIN CANCER RES, V9, P4792
  • [5] Intracellular Propionibacterium acnes Infection in Glandular Epithelium and Stromal Macrophages of the Prostate with or without Cancer
    Bae, Yuan
    Ito, Takashi
    Iida, Tadatsune
    Uchida, Keisuke
    Sekine, Masaki
    Nakajima, Yutaka
    Kumagai, Jiro
    Yokoyama, Tetsuji
    Kawachi, Hiroshi
    Akashi, Takumi
    Eishi, Yoshinobu
    [J]. PLOS ONE, 2014, 9 (02):
  • [6] The reactive stroma microenvironment and prostate cancer progression
    Barron, David A.
    Rowley, David R.
    [J]. ENDOCRINE-RELATED CANCER, 2012, 19 (06) : R187 - R204
  • [7] Changes in Gene Transcription Underlying the Aberrant Citrate and Choline Metabolism in Human Prostate Cancer Samples
    Bertilsson, Helena
    Tessem, May-Britt
    Flatberg, Amar
    Viset, Trond
    Gribbestad, Ingrid
    Angelsen, Anders
    Halgunset, Jostein
    [J]. CLINICAL CANCER RESEARCH, 2012, 18 (12) : 3261 - 3269
  • [8] A New Method to Provide a Fresh Frozen Prostate Slice Suitable for Gene Expression Study and MR Spectroscopy
    Bertilsson, Helena
    Angelsen, Anders
    Viset, Trond
    Skogseth, Haakon
    Tessem, May-Britt
    Halgunset, Jostein
    [J]. PROSTATE, 2011, 71 (05) : 461 - 469
  • [9] Biological functions of decorin in cancer
    Bi, Xiu-Li
    Yang, Wancai
    [J]. CHINESE JOURNAL OF CANCER, 2013, 32 (05) : 266 - 269
  • [10] Cells Comprising the Prostate Cancer Microenvironment Lack Recurrent Clonal Somatic Genomic Aberrations
    Bianchi-Frias, Daniella
    Basom, Ryan
    Delrow, Jeffrey J.
    Coleman, Ilsa M.
    Dakhova, Olga
    Qu, Xiaoyu
    Fang, Min
    Franco, Omar E.
    Ericson, Nolan G.
    Bielas, Jason H.
    Hayward, Simon W.
    True, Lawrence
    Morrissey, Colm
    Brown, Lisha
    Bhowmick, Neil A.
    Rowley, David
    Ittmann, Michael
    Nelson, Peter S.
    [J]. MOLECULAR CANCER RESEARCH, 2016, 14 (04) : 374 - 384