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Integrative Analysis of 18F-FDG PET Radiomics and mRNA Expression in Recurrent/Metastatic Oral Squamous Cell
Mai Kim1, Wenchao Gu2,3, Reika Kawabata- Iwakawa4
1Department of Oral and Maxillofacial Surgery, and Plastic Surgery, Gunma University Graduate School of Medicine, Maebashi, Japan.
Background:
This study explored the relationship between mRNA expression profiles obtained through next-generation sequencing (NGS) and 18F-fluorodeoxyglucose positron emission tomography (18F-FDG PET) texture analysis in patients with treatment-resistant oral squamous cell carcinoma (OSCC) who were treated with molecular-targeted drugs. We analyzed the correlation between 18F-FDG PET texture features and NGS data in a small cohort of five patients with recurrent or metastatic OSCC who received molecular-targeted drugs after surgery. Patients were categorized into two groups based on treatment response: responders (n = 3) and non-responders (n = 2). To validate our findings, we examined transcriptomic data from 292 OSCC patients in The Cancer Genome Atlas (TCGA) database.
Results:
The gene ankyrin repeat and SOCS box containing two (ASB2) was significantly overexpressed in non-responders and strongly correlated with specific PET radiomic features, including GLRLM_GLNU, GLRLM_RLNU, and GLZLM_GLNU (p < 0.05). High ASB2 expression was also associated with poor prognosis in OSCC patients (p < 0.05) and decreased overall survival, as shown by Kaplan-Meier analysis of the TCGA database (p = 0.017).
Conclusions:
Integrating ASB2 expression data with 18F-FDG PET texture features could potentially improve the prediction of treatment outcomes in treatment-resistant OSCC patients undergoing molecular-targeted therapy.
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