Objective The purpose of this study was to investigate the expression of human mitochondrial transcription termi-nation factor-3 ( hMTERF3) in non-small cell lung cancer ( NSCLS) and to analyze its clinicopathological significance. Methods The paraffin block samples used in this study included 65 cases of NSCLC and 32 cases of normal alveolar epithelial tissues. We determined the expressions of hMTERF3 in NSCLC and normal alveolar epithelial tis-sues by immunohistochemistry, calculate the survival rate using the Kaplan-Meier method, and analyzed the risk factors affecting the prognosis of NSCLC using the Cox Proportional Hazard Model. Results In the 65 cases of NSCLC, 31 ( 47. 69%) showed positive expression of hMTERF3. The total survival time was significantly shor-ter in the patients with a high than in those with a low hMTERF3 ex-pression ([30.39±3.35] vs [57.61±7.12] mo, P<0.05). The riskfactors affecting the prognosis of NSCLC included positive expression of hMTERF3 (HR=3.302, 95% CI:1.598-6.905) and lymph node metastasis (HR=4.052, 95% CI: 1.212-12.398). Conclusion hMTERF3 is overexpressed in NSCLC. Highly expressed hMTERF3 and lymph node metastasis reduce the survival time of NSCLC patients, suggesting that hMTERF3 may be a potential bio-marker for the prognosis of NSCLC.

Objective To explore and validate the application value of a deep learning model based on the Huawei Cloud ModelArts platform in the diagnosis of atypical cervical cells in liquid-based cytology(LBC)and to evaluate its assistive effect for pathologists with different diagnostic experiences.Methods We retrospectively analyzed 1 044 cervical cytology specimens from Dongguan People's Hospital in 2020.The artifical intelligence(AI)-assisted diagnostic system developed on the Huawei Cloud ModelArts platform was compared with junior,intermediate,and senior pathologists for diagnosis.Sensitivity,specificity,precision,recall,and area under the receiver operating characteristic curve(AUC)were calculated to assess the diagnostic performance of the Al system and its assistive effect for pathologists with different levels of experience.The McNemar test was used to compare the differences between the Al system and manual diagnosis.P＜0.05 was considered statistically significant.Results For the 1 044 cervical exfoliated cytology specimens,the sensitivity and specificity of the AI system in detecting atypical cells was 98.96％and 89.15％,both of which were higher than those of junior doctors(81.95％and 91.81％,respectively).The overall diagnostic accuracy of the Al system was 93.68％,which was significantly higher than that of junior doctors(87.26％,P＜0.001).Al assistance could significantly improve junior doctors'ability to detect atypical cells,with the sensitivity and specificity increasing from 80.1％to 96.5％and from 85.6％to 92.3％,respectively.Conclusion The AI-assisted cervical cytology diagnostic system developed in this study demonstrated superior performance,particularly in significantly improving the diagnostic level of junior pathologists,showing promising clinical application prospects.

Objective: To investigate the high-risk factors for parotid lymph node (PLN) metastasis from nasopharyngeal carcinoma (NPC) and evaluate the feasibility of local intensity-modulated radiotherapy (IMRT) in patients with high-risk NPC. Methods: Clinical data of 440 NPC patients admitted to Department of Radiotherapy of Jiangsu Cancer Hospital from May, 2011 to March, 2017 were collected. The imaging features, treatment strategies and clinical prognosis of PLN metastasis were retrospectively analyzed. The whole group adopts the technique of intensity modulated radiotherapy. Total parotid or partial parotid irradiation, selective PLN irradiation, X-Ray and/or electronic line supplementation, dose 45-60 Gy. The χ² test or Fisher′s accurate probability method test and single factor analysis, Logistic regression model multi-factor analysis. Kaplan-Meier survival analysis, log-rank test differences. Results: PLN was observed in the parotid of 230 cases. At the end of follow-up, 11 patients (2.5%, 11/440) were diagnosed with PLN metastases. Among 11 cases, 9 patients (81.8%) had PLN size ≥5 mm. Multivariate analysis demonstrated that extracapsular spread of level Ⅱ was an independent risk factor for PLN metastasis. The patients with PLN size ≥5 mm or extracapsular spread of level Ⅱ were assigned into the high-risk PLN metastasis group. The patients in the high-risk group were further divided into the radiotherapy and non-radiotherapy subgroups. Survival analysis demonstrated that for 230 patients with PLN metastasis, the local recurrence-free survival (LRFS) significantly differed, whereas the overall survival (OS), disease metastasis-free survival (DMFS) and progression-free survival (PFS) did not considerably differ between the radiotherapy and non-radiotherapy subgroups in the high-risk PLN metastasis patients. Conclusions The PLN metastasis rate of NPC is low. Extracapsular spread of level Ⅱ is an independent risk factor. Radiotherapy of the parotid region is considered for patients with PLN size≥5 mm or those with PLN size<5 mm complicated with extracapsular spread of level Ⅱ.