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
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