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
相关论文
共 50 条
  • [41] Linking stemness with colorectal cancer initiation, progression, and therapy
    Iyer, Deepak Narayanan
    Sin, Wai-Yan
    Ng, Lui
    WORLD JOURNAL OF STEM CELLS, 2019, 11 (08): : 519 - 534
  • [42] Prediction of biomarker miRNAs signature in colorectal cancer metastasis to liver cancer
    Salehi, Z.
    Hadadi, P.
    Tavallaei, Omid
    ELECTRONIC JOURNAL OF GENERAL MEDICINE, 2019, 16 (01):
  • [43] Opioids in Cancer Development, Progression and Metastasis: Focus on Colorectal Cancer
    Szczepaniak, Adrian
    Fichna, Jakub
    Zielinska, Marta
    CURRENT TREATMENT OPTIONS IN ONCOLOGY, 2020, 21 (01)
  • [44] Opioids in Cancer Development, Progression and Metastasis: Focus on Colorectal Cancer
    Adrian Szczepaniak
    Jakub Fichna
    Marta Zielińska
    Current Treatment Options in Oncology, 2020, 21
  • [45] Metabolism of cancer cells and immune cells in the initiation, progression, and metastasis of cancer
    Jiang, Mingxia
    Fang, Huapan
    Tian, Huayu
    THERANOSTICS, 2025, 15 (01): : 155 - 188
  • [46] Colon Fibroblasts and Inflammation: Sparring Partners in Colorectal Cancer Initiation?
    Onfroy-Roy, Lauriane
    Hamel, Dimitri
    Malaquin, Laurent
    Ferrand, Audrey
    CANCERS, 2021, 13 (08)
  • [47] The role of cancer-associated fibroblasts in the invasion and metastasis of colorectal cancer
    Yin, Jinjin
    Zhu, Wenting
    Feng, Senling
    Yan, Pengke
    Qin, Shumin
    FRONTIERS IN CELL AND DEVELOPMENTAL BIOLOGY, 2024, 12
  • [48] Genomic analysis identifies novel prognostic signature for breast cancer
    Wilson, Hannah
    BIOMARKERS IN MEDICINE, 2013, 7 (03) : 396 - 396
  • [49] Colorectal Cancer Stem Cells in the Progression to Liver Metastasis
    Gonzalez-Villarreal, Carlos A.
    Quiroz-Reyes, Adriana G.
    Islas, Jose F.
    Garza-Trevino, Elsa N.
    FRONTIERS IN ONCOLOGY, 2020, 10
  • [50] Genomic analysis identifies novel prognostic signature for breast cancer
    Wilson, Hannah
    EXPERT REVIEW OF ANTICANCER THERAPY, 2013, 13 (06) : 647 - 647