AUTHOR=Xu Zhijie , Peng Bi , Liang Qiuju , Chen Xi , Cai Yuan , Zeng Shuangshuang , Gao Kewa , Wang Xiang , Yi Qiaoli , Gong Zhicheng , Yan Yuanliang TITLE=Construction of a Ferroptosis-Related Nine-lncRNA Signature for Predicting Prognosis and Immune Response in Hepatocellular Carcinoma JOURNAL=Frontiers in Immunology VOLUME=Volume 12 - 2021 YEAR=2021 URL=https://www.frontiersin.org/journals/immunology/articles/10.3389/fimmu.2021.719175 DOI=10.3389/fimmu.2021.719175 ISSN=1664-3224 ABSTRACT=Ferroptosis is an iron-dependent cell death process that plays important regulatory roles in the occurrence and development of cancers, including hepatocellular carcinoma (HCC). Moreover, the molecular events surrounding aberrantly expressed long non-coding RNAs (lncRNAs) that drive HCC initiation and progression have attracted increasing attention. However, the research on ferroptosis-related lncRNA prognostic signature in patients with HCC is still lacking. In this study, the association between differentially expressed lncRNAs and ferroptosis-related genes, in 374 HCC and 50 normal hepatic samples obtained from TCGA, was evaluated using Pearson test, thereby identifying 24 ferroptosis-related differentially expressed lncRNAs. The least absolute shrinkage and selection operator (LASSO) algorithm and Cox regression model were used to construct and validate a prognostic risk score model from both TCGA training dataset and GEO testing dataset (GSE40144). Nine lncRNA-based signature (CTD-2033A16.3, CTD-2116N20.1, CTD-2510F5.4, DDX11-AS1, LINC00942, LINC01224, LINC01231, LINC01508 and ZFPM2-AS1) was identified as the ferroptosis-related prognostic model for HCC, independent of multiple clinicopathological parameters. In addition, HCC patients were divided into high-risk and low-risk groups according to the nine-lncRNA prognostic signature. GSEA enrichment analysis revealed that the lncRNA-based signature might regulate the HCC immune microenvironment by interfering with the tumor necrosis factor α (TNFα)/nuclear factor kappa-B (NFκB), interleukin 2 (IL2)/signal transducers and activators of transcription 5 (STAT5) and cytokine/cytokine receptor signaling pathways. Infiltrating immune cell subtypes, such as resting memory CD4(+) T cells, follicular helper T cells, regulatory T cells and M0 macrophages, were all significantly different between high-risk group and low-risk group as indicated in the Spearmant’s correlation analysis. Moreover, a substantial increase in the expression of B7H3 immune checkpoint molecule was found in the high-risk group. Our findings provided a promising insight into ferroptosis-related lncRNAs in HCC, and provided a personalized prediction tool for prognosis and immune responses in patients.