AUTHOR=Zhao Xinyi , Xu Mengxiang , Cai Zhen , Yuan Wenji , Cui Wenyan , Li Ming D. 

TITLE=Identification of LIFR, PIK3R1, and MMP12 as Novel Prognostic Signatures in Gallbladder Cancer Using Network-Based Module Analysis

JOURNAL=Frontiers in Oncology

VOLUME=9

YEAR=2019

URL=https://www.frontiersin.org/journals/oncology/articles/10.3389/fonc.2019.00325

DOI=10.3389/fonc.2019.00325

ISSN=2234-943X

ABSTRACT=<p><bold>Background:</bold> Gallbladder cancer (GBC) is a rare and aggressive malignancy of the biliary tract with a dismal survival rate. Effective biomarkers and therapeutic targets are urgently needed.</p><p><bold>Methods:</bold> We analyzed gene expression profiles of GBC to identify differentially expressed genes (DEGs) and then used these DEGs to identify functional module biomarkers based on protein functional interaction (FI) networks. We further evaluated the module-gene protein expression and clinical significance with immunohistochemistry staining (IHC) in a tissue microarray (TMA) from 80 GBC samples.</p><p><bold>Results:</bold> Five functional modules were identified. Module 0 included classical cancer signaling pathways, such as Ras and PI3K-Akt; and modules 1–4 included genes associated with muscle cells, fibrinogen, extracellular matrix, and integrins, respectively. We validated the expression of <italic>LIFR, PIK3R1</italic>, and <italic>MMP12</italic>, which were hubs or functional nodes in modules. Compared with paired peritumoural tissues, we found that the expression of <italic>LIFR</italic> (<italic>P</italic> = 0.002) and <italic>PIK3R1</italic> (<italic>P</italic> = 0.046) proteins were significantly downregulated, and <italic>MMP12</italic> (<italic>P</italic> = 0.006) was significantly upregulated. Further prognostic analysis showed that patients with low expression of <italic>LIFR</italic> had shorter overall survival than those with high expression (log-rank test <italic>P</italic> = 0.028), the same trend as for <italic>PIK3R1</italic> (<italic>P</italic> = 0.053) and <italic>MMP12</italic> (<italic>P</italic> = 0.006). Multivariate analysis indicated that expression of <italic>MMP12</italic> protein (hazard ratio [HR] = 0.429; 95% confidence interval [CI] 0.198, 0.930; <italic>P</italic> = 0.032) was one of the significant independent prognostic factors for overall survival.</p><p><bold>Conclusions:</bold> We found a highly reliable FI network, which revealed <italic>LIFR, PIK3R1</italic>, and <italic>MMP12</italic> as novel prognostic biomarker candidates for GBC. These findings could accelerate biomarker discovery and therapeutic development in this cancer.</p>