[Application and evaluation of artificial intelligence TPS-assisted cytologic screening system in urine exfoliative cytology].

Objective: To explore the application of manual screening collaborated with the Artificial Intelligence TPS-Assisted Cytologic Screening System in urinary exfoliative cytology and its clinical values. Methods: A total of 3 033 urine exfoliated cytology samples were collected at the Henan People's Hospital, Capital Medical University, Beijing, China. Liquid-based thin-layer cytology was prepared. The slides were manually read under the microscope and digitally presented using a scanner. The intelligent identification and analysis were carried out using an artificial intelligence TPS assisted screening system. The Paris Report Classification System of Urinary Exfoliated Cytology 2022 was used as the evaluation standard. Atypical urothelial cells and even higher grade lesions were considered as positive when evaluating the recognition sensitivity, specificity, and diagnostic accuracy of artificial intelligence-assisted screening systems and human-machine collaborative cytologic screening methods in urine exfoliative cytology. Among the collected cases, there were also 1 100 pathological tissue controls. Results: The accuracy, sensitivity and specificity of the AI-assisted cytologic screening system were 77.18%, 90.79% and 69.49%; those of human-machine coordination method were 92.89%, 99.63% and 89.09%, respectively. Compared with the histopathological results, the accuracy, sensitivity and specificity of manual reading were 79.82%, 74.20% and 95.80%, respectively, while those of AI-assisted cytologic screening system were 93.45%, 93.73% and 92.66%, respectively. The accuracy, sensitivity and specificity of human-machine coordination method were 95.36%, 95.21% and 95.80%, respectively. Both cytological and histological controls showed that human-machine coordination review method had higher diagnostic accuracy and sensitivity, and lower false negative rates. Conclusions: The artificial intelligence TPS assisted cytologic screening system has achieved acceptable accuracy in urine exfoliation cytologic screening. The combination of manual screening and artificial intelligence TPS assisted screening system can effectively improve the sensitivity and accuracy of cytologic screening and reduce the risk of misdiagnosis.

[Expression of PD-1, TIM-3, LAG-3 and BTLA in diffuse large B-cell lymphoma and its effect on prognosis].

Objective: To investigate the expression levels of programmed death protein 1 (PD-1)、T cell immunoglobulin domain and mucin domain 3(TIM-3)、lymphocyte activating gene 3 (LAG-3) and B and T lymphocyte attenuator (BTLA) in Diffuse large B-cell lymphoma, not otherwise specified (DLBCL, NOS) and their effects on prognosis. Methods: The paraffin specimens of 30 patients with DLBCL, NOS newly diagnosed in People's Hospital of Zhengzhou University were stained with immunohistochemistry. The effects of single positive and co-expression of the above molecules on progression-free survival (PFS) phase and overall survival (OS) phase were analyzed. Results: There was no significant difference in prognosis between PD-1, TIM-3, LAG3, BTLA single positive group and single negative group. The median PFS phase of PD-1 and TIM-3 co-expression group and TIM3 and BTLA co-expression group were 26 and 24 months respectively, which were both lower than the 54 months (P=0.021) and 47 months (P=0.037) in non-co-expression group. The median PFS phase and OS phase of PD-1, TIM-3 and LAG-3 co-expression group were 17 and 25 months respectively, which were significantly lower than the 41 months (P=0.024) and 60 months (P=0.015) of non-co-expression group. The median PFS phase and OS phase of PD-1, TIM-3, LAG-3 and BTLA co-expression group were 18 and 26 months respectively, which were significantly lower than the 40 months (P=0.038) and 57 months (P=0.041) of non-co-expression group. Conclusions: In patients with DLBCL, NOS, those with PD-1 and TIM-3 co-expression as well as those with TIM-3 and BTLA co-expression have poor PFS phase. Patients with PD-1, TIM-3 and LAG-3 co-expression and patients with PD-1, TIM-3, LAG-3 and BTLA co-expression have poor PFS and OS phase.

miR-122-5p inhibits tumor cell proliferation and induces apoptosis by targeting MYC in gastric cancer cells.

MicroRNAs (miRNAs) play crucial roles in the development and progression of human cancers, including Gastric cancer (GC). In this study, we investigated the correlation of miR-122-5p expression with cell proliferation, and apoptosis in a GC cell line. GC cells SCG 7901 were transfected with control, miR-122-5p or miR-122-5p inhibitor and MTT assay, western blot, and BrdU staining were respectively used to investigate the effect of miR-122-5p on GC cell cycle. The overexpression of miR-122-5p could reduce cell proliferation in SCG7901 cells, and BrdU staining finally verified miR-122-5p induced cell growth arrest by upregulation p27 expression in SCG7901cells. On the other hand, cells apoptosis research showed that miR-122-5p induced apoptosis by targeting MYC in SCG7901 cells. Finally, in this study, miR-122-5p was confirmed inhibiting tumor GC cells proliferation and inducing cells apoptosis by targeting MYC. All these findings suggest that miR-122-5p may be involved in progression of GC and could be a new therapeutic target for this disease.