A Monotonic and Prognostic Genomic Signature from Fibroblasts for Colorectal Cancer Initiation, Progression, and Metastasis

被引:14
|
作者
Berdiel-Acer, Mireia [1 ,6 ]
Cuadras, Daniel [4 ]
Guillen Diaz-Maroto, Natalia [1 ]
Sanjuan, Xavier [5 ]
Serrano, Teresa [5 ]
Berenguer, Antoni [2 ]
Moreno, Victor [2 ]
Goncalves-Ribeiro, Samuel [1 ]
Salazar, Ramon [3 ]
Villanueva, Alberto [1 ]
Mollevi, David G. [1 ]
机构
[1] Hosp Univ Bellvitge IDIBELL, IDIBELL, Translat Res Lab, Barcelona, Spain
[2] Hosp Univ Bellvitge IDIBELL, IDIBELL, Biomarkers & Susceptibil Unit, Barcelona, Spain
[3] Hosp Univ Bellvitge IDIBELL, IDIBELL, Inst Catala Oncol ICO, Dept Med Oncol, Barcelona, Spain
[4] Hosp Univ Bellvitge IDIBELL, IDIBELL, Stat & Bioinformat Unit, Barcelona, Spain
[5] Hosp Univ Bellvitge IDIBELL, IDIBELL, Dept Pathol, Barcelona, Spain
[6] Autonomous Univ Barcelona, Dept Med, Barcelona, Catalonia, Spain
关键词
CARCINOMA-ASSOCIATED FIBROBLASTS; GENE-EXPRESSION SIGNATURE; CANDIDATE BIOMARKER TCF21; COLON-CANCER; PROMOTER HYPERMETHYLATION; PLASMINOGEN-ACTIVATOR; CLINICAL-SIGNIFICANCE; TUMOR-STROMA; CELLS; METHYLATION;
D O I
10.1158/1541-7786.MCR-14-0121
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
The differential gene expression patterns between normal colonic fibroblasts (NCF), carcinoma-associated fibroblasts from primary tumors (CAF-PT), and CAFs from hepatic metastasis (CAF-LM) are hypothesized to be useful for predicting relapse in primary tumors. A transcriptomic profile of NCF (n = 9), CAF-PT (n = 14), and CAF-LM (n = 11) was derived. Prediction Analysis of Microarrays (PAM) was used to obtain molecular details for each fibroblast class, and differentially expressed transcripts were used to classify patients according to recurrence status. A number of transcripts (n = 277) were common to all three types of fibroblasts and whose expression level was sequentially deregulated according to the transition: NCF-->CAF-PT-->CAF-LM. Importantly, the gene signature was able to accurately classify patients with primary tumors according to their prognosis. This capacity was exploited to obtain a refined 19-gene classifier that predicted recurrence with high accuracy in two independent datasets of patients with colorectal cancer and correlates with fibroblast migratory potential. The prognostic power of this genomic signature is strong evidence of the link between the tumor-stroma microenvironment and cancer progression. Furthermore, the 19-gene classifier was able to identify low-risk patients very accurately, which is of particular importance for stage II patients, who would benefit from the omission of chemotherapy, especially T4N0 patients, who are clinically classified as being at high risk.
引用
收藏
页码:1254 / 1266
页数:13
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