Related Experiment Video
Updated: Jan 14, 2026

Author Spotlight: Investigating Immune Cell Dynamics in the Tumor Microenvironment — Challenges and Innovations in Cancer Prognosis
Published on: April 12, 2024
Identification and Validation of Prognostic Signature of Papillary Thyroid Carcinoma Based on Six Immune-Related
Xuelei Zhu1, Yan Luo1, Yi Zhang1
1Department of Endocrinology, The People's Hospital of Nanchuan, Chongqing, China.
Abstract:
This research seeks to identify and verify the prognostic signature of immune-related RNA of papillary thyroid carcinoma (PTC). The Cancer Genome Atlas (TCGA) database provided the PTC samples and clinical data. Using the limma program, differentially expressed mRNAs and lncRNAs (DElncRNAs) were found. A risk score (RS) model was created by using univariate and multivariate Cox regression analyses to find lncRNAs associated with overall survival prognosis. The association between the lncRNA prognostic signature and the invasion of several immune cell subtypes was investigated using the Tumor Immune Estimation Resource (TIMER). To verify the expression of the prognostic signature, RT-PCR was utilized. From TCGA, 491 PTC tumor samples were acquired, comprising 18497 mRNAs and 2525 lncRNAs. There were 138 DElncRNAs and 494 differentially expressed mRNAs. Six DElncRNAs with independent prognoses were then selected from a total of 138 DElncRNAs. According to the TIMER database, the 6-DElncRNA PTC prognostic signature was correlated with the invasion of several immune cell subtypes. The expression patterns of four DElncRNAs matched the database results, according to RT-PCR analysis. Six lncRNAs were found to constitute a predictive characteristic for PTC in this study, and these signatures were connected to the infiltration of different immune cell subtypes. These findings provide a potential basis for the development of diagnostic biomarkers and immunotherapeutic stratification in PTC.

