Application of CT and MRI images based on artificial intelligence to predict lymph node metastases in patients with oral squamous cell carcinoma: a subgroup meta-analysis.

Background: The performance of artificial intelligence (AI) in the prediction of lymph node (LN) metastasis in patients with oral squamous cell carcinoma (OSCC) has not been quantitatively evaluated. The purpose of this study was to conduct a systematic review and meta-analysis of published data on the diagnostic performance of CT and MRI based on AI algorithms for predicting LN metastases in patients with OSCC. Methods: We searched the Embase, PubMed (Medline), Web of Science, and Cochrane databases for studies on the use of AI in predicting LN metastasis in OSCC. Binary diagnostic accuracy data were extracted to obtain the outcomes of interest, namely, the area under the curve (AUC), sensitivity, and specificity, and compared the diagnostic performance of AI with that of radiologists. Subgroup analyses were performed with regard to different types of AI algorithms and imaging modalities. Results: Fourteen eligible studies were included in the meta-analysis. The AUC, sensitivity, and specificity of the AI models for the diagnosis of LN metastases were 0.92 (95% CI 0.89-0.94), 0.79 (95% CI 0.72-0.85), and 0.90 (95% CI 0.86-0.93), respectively. Promising diagnostic performance was observed in the subgroup analyses based on algorithm types [machine learning (ML) or deep learning (DL)] and imaging modalities (CT vs. MRI). The pooled diagnostic performance of AI was significantly better than that of experienced radiologists. Discussion: In conclusion, AI based on CT and MRI imaging has good diagnostic accuracy in predicting LN metastasis in patients with OSCC and thus has the potential for clinical application. Systematic Review Registration: https://www.crd.york.ac.uk/PROSPERO/#recordDetails, PROSPERO (No. CRD42024506159).

Prognostic significance of systemic immune-inflammation index in patients with nasopharyngeal carcinoma: a meta-analysis.

BACKGROUND: Previous studies have investigated the prognostic value of the systemic immune-inflammation index (SII) in nasopharyngeal carcinoma (NPC). However, the results have been inconsistent. Therefore, this study aims to investigate the prognostic significance of SII in NPC through a meta-analysis. METHODS: The PubMed, Web of Science, Embase, and Cochrane Library databases were thoroughly searched. The pooled hazard ratios (HRs) with 95% confidence intervals (CIs) were calculated to evaluate the prognostic value of the SII for survival outcomes. RESULTS: A total of six studies comprising 2169 patients were included in the meta-analysis. Pooled analyses indicated that a high SII was significantly associated with worse overall survival (OS) (HR = 1.69, 95% CI = 1.36-2.09, P < 0.001) and progression-free survival (PFS) (HR = 1.60, 95% CI = 1.29-1.98, P < 0.001) in patients with NPC. Subgroup analysis showed that SII was a significant prognostic marker for PFS but not for OS in NPC. CONCLUSION: Our meta-analysis demonstrated that a high SII could be an efficient prognostic indicator of OS and PFS in NPC. In our opinion, SII could be used to predict long-term and short-term outcomes in patients with NPC. Furthermore, we suggest that SII be applied to help individual patients with NPC assess the prognostic risk. SYSTEMATIC REVIEW REGISTRATION: PROSPERO CRD42022321570.

Minimally Invasive Surgery for Early-Stage Nasopharyngeal Carcinoma.

According to the National Comprehensive Cancer Network guidelines, the preferred treatment for early-stage nasopharyngeal carcinoma (NPC) is radiotherapy, however, the toxic effects associated with radiotherapy have been a nuisance for patients. Minimally invasive surgery for recurrent NPC has been widely recognized as an effective way to completely remove the tumor and free the patient from or mitigate the toxicity of radiotherapy. Therefore, some researchers hope that minimally invasive surgery can be used to treat early-stage NPC. It is a bold and controversial attempt, and the researchers' efforts have achieved initial results. This article reviews the preliminary results of minimally invasive surgery for NPC, especially the feasibility and challenges of minimally invasive surgery for early-stage NPC.

Ganglioneuroblastoma in the Retropharyngeal Space: A Case Report and Literature Review.

Ganglioneuroblastoma is a rare peripheral neuroblastic tumor located anywhere in the sympathetic nervous system but rarely in the retropharyngeal space. Diagnosis can often be difficult based on imaging alone. We describe one case of a child presenting with snoring. The lesion was located in the rare retropharyngeal space, and its histology finally revealed ganglioneuroblastoma. Therefore, clinicians should be aware of pediatric patients with respiratory symptoms indicating cervical ganglioneuroblastoma. To make a definite diagnosis as soon as possible, a core needle biopsy or even immunohistochemistry may need to be performed before surgery.