Identification of a gene expression signature associated with brain metastasis in colorectal cancer

被引:1
|
作者
Michl, Marlies [1 ,2 ]
Taverna, Francesco [3 ]
Woischke, Christine [3 ]
Li, Pan [3 ]
Klauschen, Frederick [2 ,3 ,4 ,5 ]
Kirchner, Thomas [3 ,4 ,5 ]
Heinemann, Volker [1 ,2 ,4 ,5 ]
von Bergwelt-Baildon, Michael [1 ,2 ,4 ,5 ]
Stahler, Arndt [6 ,7 ,8 ,9 ]
Herold, Tobias Marcus [1 ,4 ,5 ]
Jurinovic, Vindi [10 ]
Engel, Jutta [11 ]
Kumbrink, Joerg [3 ,4 ,5 ]
Neumann, Jens [3 ,4 ,5 ]
机构
[1] Ludwig Maximilian Univ Munich, Univ Hosp, Dept Med 3, Munich, Germany
[2] Ludwig Maximilian Univ Munich, Comprehens Canc Ctr Munich, Dept Haematol & Oncol, Munich, Germany
[3] Ludwig Maximilian Univ Munich, Inst Pathol, Fac Med, Munich, Germany
[4] German Canc Consortium DKTK, Partner Site Munich, Heidelberg, Germany
[5] German Canc Res Ctr, Heidelberg, Germany
[6] Dept Hematol Oncol & Tumorimmunol, Berlin, Germany
[7] Free Univ Berlin, Berlin, Germany
[8] Humbolt Univ Berlin, Berlin, Germany
[9] Charite Univ Med Berlin, Berlin, Germany
[10] Ludwig Maximilian Univ Munich, Inst Med Informat Proc Biometry & Epidemiol, Munich, Germany
[11] Ludwig Maximilian Univ Munich, Munich Canc Registry MCR, Munich, Germany
来源
CLINICAL & TRANSLATIONAL ONCOLOGY | 2024年 / 26卷 / 08期
关键词
Colorectal cancer; Brain metastasis; Gene expression signature; Metastatic organotropism; SURVIVAL; MUTATIONS; PATTERNS; TOOL;
D O I
10.1007/s12094-024-03408-5
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Purpose Brain metastasis (BM) in colorectal cancer (CRC) is a rare event with poor prognosis. Apart from (K)RAS status and lung and bone metastasis no biomarkers exist to identify patients at risk. This study aimed to identify a gene expression signature associated with colorectal BM.Methods Three patient groups were formed: 1. CRC with brain metastasis (BRA), 2. exclusive liver metastasis (HEP) and, 3. non-metastatic disease (M0). RNA was extracted from primary tumors and mRNA expression was measured using a NanoString Panel (770 genes). Expression was confirmed by qPCR in a validation cohort. Statistical analyses including multivariate logistic regression followed by receiver operating characteristic (ROC) analysis were performed.Results EMILIN3, MTA1, SV2B, TMPRSS6, ACVR1C, NFAT5 and SMC3 were differentially expressed in BRA and HEP/M0 groups. In the validation cohort, differential NFAT5, ACVR1C and SMC3 expressions were confirmed. BRA patients showed highest NFAT5 levels compared to HEP/M0 groups (global p = 0.02). High ACVR1C expression was observed more frequently in the BRA group (42.9%) than in HEP (0%) and M0 (7.1%) groups (global p = 0.01). High SMC3 expressions were only detectable in the BRA group (global p = 0.003). Only patients with BM showed a combined high expression of NFAT5, ACVR1C or SMC3 as well as of all three genes. ROC analysis revealed a good prediction of brain metastasis by the three genes (area under the curve (AUC) = 0.78).Conclusions The NFAT5, ACVR1C and SMC3 gene expression signature is associated with colorectal BM. Future studies should further investigate the importance of this biomarker signature.
引用
收藏
页码:1886 / 1895
页数:10
相关论文
共 50 条
  • [21] Prognostic gene expression signature associated with two molecularly distinct subtypes of colorectal cancer
    Oh, Sang Cheul
    Park, Yun-Yong
    Park, Eun Sung
    Lim, Jae Yun
    Kim, Soo Mi
    Kim, Sang-Bae
    Kim, Jongseung
    Kim, Sang Cheol
    Chu, In-Sun
    Smith, J. Joshua
    Beauchamp, R. Daniel
    Yeatman, Timothy J.
    Kopetz, Scott
    Lee, Ju-Seog
    GUT, 2012, 61 (09) : 1291 - 1298
  • [22] Prognostic-gene Expression Signature of Carcinoma-associated Fibroblasts in Colorectal Cancer
    Berdiel Acer, M.
    EUROPEAN JOURNAL OF CANCER, 2012, 48 : S88 - S88
  • [23] Screening and identification of hub-gene associated with brain metastasis in breast cancer
    Li, Xiao-Gang
    Niu, Chao
    Lu, Ping
    Wan, Hong-Wei
    Jin, Wen-Di
    Wang, Chun-Xiao
    Mao, Wen-Yuan
    Zhang, Zhi-Ping
    Zhang, Wan-Fu
    Li, Bo
    MEDICINE, 2023, 102 (07) : E32771
  • [24] Identification of Metastasis-associated Glycoproteins in Colorectal Cancer
    Peiris, D.
    Markiv, A.
    Curley, P.
    Dwek, M.
    EUROPEAN JOURNAL OF CANCER, 2012, 48 : S39 - S40
  • [25] Identification and Validation of a Blood-Based 18-Gene Expression Signature in Colorectal Cancer
    Xu, Ye
    Xu, Qinghua
    Yang, Li
    Ye, Xun
    Liu, Fang
    Wu, Fei
    Ni, Shujuan
    Tan, Cong
    Cai, Guoxiang
    Meng, Xia
    Cai, Sanjun
    Du, Xiang
    CLINICAL CANCER RESEARCH, 2013, 19 (11) : 3039 - 3049
  • [26] Identification of prognostic immune-related gene signature associated with tumor microenvironment of colorectal cancer
    Wang, Yuanyuan
    Li, Wei
    Jin, Xiaojing
    Jiang, Xia
    Guo, Shang
    Xu, Fei
    Su, Xingkai
    Wang, Guiqi
    Zhao, Zengren
    Gu, Xiaosong
    BMC CANCER, 2021, 21 (01)
  • [27] Identification of prognostic immune-related gene signature associated with tumor microenvironment of colorectal cancer
    Yuanyuan Wang
    Wei Li
    Xiaojing Jin
    Xia Jiang
    Shang Guo
    Fei Xu
    Xingkai Su
    Guiqi Wang
    Zengren Zhao
    Xiaosong Gu
    BMC Cancer, 21
  • [28] Unique gene expression signature of cancer initiating cells in colorectal cancer
    Manhas, J.
    Bhattacharya, A.
    Bhat, M.
    Agrawal, S. K.
    Deo, S. V. S.
    Ghosh, D.
    Sen, S.
    EUROPEAN JOURNAL OF CANCER, 2017, 72 : S57 - S57
  • [29] Identification of a differential expression signature associated with tumorigenesis and metastasis of laryngeal carcinoma
    Coskunpinar, E.
    Oltulu, Y. M.
    Orhan, K. S.
    Tiryakioglu, N. O.
    Kanliada, D.
    Akbas, F.
    GENE, 2014, 534 (02) : 183 - 188
  • [30] The Proteomics of Colorectal Cancer: Identification of a Protein Signature Associated with Prognosis
    O'Dwyer, Donna
    Ralton, Lynda D.
    O'Shea, Aisling
    Murray, Graeme I.
    PLOS ONE, 2011, 6 (11):