ABSTRACT
Background: Radiotherapy or concurrent chemoradiotherapy is the standard treatment for patients with locally advanced or inoperable cervical squamous cell carcinoma and endocervical adenocarcinoma (CESC). However, treatment failure for CESC patients treated with radical radiotherapy still occurs due to local recurrence and distant metastasis. The previous prediction models were focused on all CESC patients, neglecting the prognostic differences under different treatment modalities. Therefore, there is a pressing demand to explore novel biomarkers for the prognosis and sensitivity of radiotherapy in CESC patients treated with radical radiotherapy. As a single biomarker has limited effect in stratifying these patients, our objective was to identify radioresponse-related mRNAs to ameliorate forecast of the prognosis for CESC patients treated with radical radiotherapy. Methods: Sample data on CESC patients treated with radical radiotherapy were obtained from The Cancer Genome Atlas (TCGA) database. We randomly separated these patients into a training and test cohorts using a 1:1 ratio. Differential expression analysis was carried out to identify radioresponse-related mRNA sets that were significantly dysregulated between complete response (CR) and radiographic progressive disease (RPD) groups, and univariate Cox regression analyses, least absolute shrinkage and selection operator (LASSO) method and multivariate Cox regression were performed to identify the radioresponse-related signature in the training cohort. we adopted survival analysis to measure the predictive value of the radioresponse-related signature both in the test and entire cohorts. Moreover, we developed a novel nomogram to predict the overall survival (OS) of CESC patients treated with radical radiotherapy. In addition, immune infiltration analysis and Gene Set Enrichment Analysis (GSEA) were conducted to preliminarily explore possible mechanisms. Results: This study included a total of 92 CESC patients subjected to radical radiotherapy. We developed and verified a risk score model based on radioresponse-related mRNA. The radioresponse-related mRNA signature and International Federation of Gynecology and Obstetrics (FIGO) stage were served as independent prognostic factors for CESC patients treated with radical radiotherapy. Moreover, a nomogram integrating radioresponse-related mRNA signature with FIGO stage was established to perform better for predicting 1-, 3-, and 5-year survival rates. Mechanically, the low-risk group under the risk score of this model had a better survival status, and the distribution of CD4 T cells was potentially involved in the regulation of radiotherapy response in CESC, leading to a better survival outcome in the low-risk group. Conclusions: This study presents a new radioresponse-related mRNA signature that shows promising clinical efficacy in predicting the prognosis of CESC patients treated with radical radiotherapy.
ABSTRACT
Glioblastoma (GBM) is the most common type of primary adult brain tumor. Glioma stem cell (GSC) residence and temozolomide (TMZ) resistance in GBM both contribute to poor patient outcome. TRAF4 is a scaffold protein with E3 ubiquitin ligase activity that has recently been discovered to promote invasion and metastasis in several malignancies, but the effects and functions of TRAF4 in GBM remain to be determined. Here, we report that TRAF4 is preferentially overexpressed in GSCs and is required for stem-like properties as well as TMZ sensitivity in GBM cells. TRAF4 specifically interacted with the N-terminal tail of Caveolin-1 (CAV1), an important contributor to the tumorigenicity of GBM cells. TRAF4 regulated CAV1 stability by preventing ZNRF1-mediated ubiquitination and facilitating USP7-mediated deubiquitination independently of its E3 ubiquitin ligase catalytic activity. TRAF4-mediated stabilization of CAV1 activated protumorigenic AKT/ERK1/2 signaling, and disruption of this axis resulted in defects in stemness maintenance. In addition, expression of TRAF4 and CAV1 was positively correlated and predicted poor prognosis in human GBM samples. Screening of common nervous system drugs identified risperidone interaction with TRAF4, and risperidone treatment resulted in the dissociation of TRAF4 and CAV1. Importantly, pharmacologic inhibition of TRAF4 with risperidone potently inhibited self-renewal, abrogated tumorigenicity, and reversed TMZ resistance in GBM. Overall, TRAF4-mediated stabilization of CAV1 promotes stemness and TMZ resistance in GBM, providing a therapeutic strategy that could improve patient outcomes. SIGNIFICANCE: The identification of a TRAF4/Caveolin-1 axis that plays a crucial role in malignant progression of glioblastoma provides new insights into the function of TRAF4 in ubiquitin signaling and suggests TRAF4 as a potential therapeutic target.
