Objective:To evaluate the accuracy and feasibility of an automated scanning and uptake system to assist pathologists with hu-man epidermal growth factor receptor 2(HER2)FISH interpretation.Methods:HER2 gene amplification is detected using FISH,and"result interpretation by independent pathologists"is regarded as the"gold standard."The consistency of"human-machine dialogue results"(use of a CytoVision* system combined with manual interpretation)and"CytoVision*-based automated interpretation"with the"gold standard"was assessed.Results:Consistency between"human-machine dialogue results"and the"gold standard"can surpass 91%,with the former method saving up to 50%of the manual operation time.The tendency of each cell nucleus's HER2 copy number to be"underestimated"is the main reason for the low sensitivity observed in cases with low copy number amplification and HER2 heterogeneous expression cases in"human-machine dialogue interpretation."Conclusions:Automatic FISH image analysis and uptake systems simulate the process of manu-ally interpreted cell selection,ensure random cell selection,and improve work efficiency.With its accurate selection of the hybridization re-gion and"human-computer dialogue,"the system is expected to"replace"interpretation by independent pathologists.

Objective To evaluate the clinical efficacy of artificial intelligence(AI)-assisted imaging diagnostic trials using multi-reader multi-case(MRMC)design,so as to provide a scientific basis for clinical evaluation of imaging diagnostic trials.Methods The MRMC design,widely used in imaging diagnostic trials,was adopted in this study.The Obuchowski-Rockette(OR)method of MRMC design was detailed,including model construction and test methods.A case study was conducted,collecting imaging data of 200 subjects from 3 hospitals,with 133 cases of rib fractures and 68 cases of non-rib fractures.Three radiologists reviewed all CT images of the subjects.The area under curve(AUC)value,sensitivity and specificity in detecting rib fractures between 2 reading modalities(radiologists with AI assistance vs radiologists reading independently)were compared.Results The AI-assisted reading group had an AUC value of 0.958,while the radiologist-independent reading group had an AUC value of 0.902,showing a significant difference(P＜0.001).The overall sensitivity and specificity of the AI-assisted reading group were 0.970 and 0.946,respectively;while the sensitivity and specificity of the radiologist-independent reading group were 0.838 and 0.966,respectively.The difference of sensitivity between groups was 0.131(95％confidence interval[CI]0.091-0.171),and the difference of specificity was-0.020(95％CI-0.059-0.020),indicating a significant difference in sensitivity but not in specificity between AI-assisted and radiologist-independent reading groups.Both groups had positive likelihood ratios(+LR)greater than 10 and negative likelihood ratios(-LR)less than 0.2,with positive predictive values approaching 1,suggesting that the diagnostic accuracy of the AI-assisted imaging diagnostic trials was high.Conclusion The AI-assisted reading method demonstrates a significant advantage in enhancing diagnostic efficiency,not only improving the diagnostic accuracy and detection rate of rib fractures,but also improving the work efficiency of radiologists and optimizing hospital services.

Objective To estimate the sample size of radiological diagnostic tests in multireader multicase(MRMC)design,and to explore the numbers of readers and cases under 3 different inference situations:random-reader random-case,fixed-reader random-case,and random-reader fixed-case.Methods The images of 114 participants(45 cases diagnosed as aortic coarctation by the gold standard)in the Van Dyke dataset were used,and 5 radiologists read these images under 2 different magnetic resonance imaging(MRI)sequences(Spin-echo and Cine MRI)to obtain the pre-experiment data.Then Obuchowski-Rockette method was used to estimate sample size.Results The mean area under curve(AUC)of aortic coarctation determined by radiologists was 0.941(95%confidence interval[CI]0.899-0.983)with the Spin-echo MRI sequence,and 0.897(95%CI 0.837-0.957)with the Cine MRI sequence.When the effect size was 0.044 and the number of readers was 5,we needed 337 participants for random-reader random-case,162 participants for fixed-reader random-case,and 282 participants for random-reader fixed-case.Conclusion In MRMC design,we need both the number of readers and cases;the larger the number of readers,the smaller the cases required.We need more samples under the situation of random-reader random-case,when the number of readers is≥5.

Objective:To evaluate the accuracy and feasibility of an automated scanning and uptake system to assist pathologists with hu-man epidermal growth factor receptor 2(HER2)FISH interpretation.Methods:HER2 gene amplification is detected using FISH,and"result interpretation by independent pathologists"is regarded as the"gold standard."The consistency of"human-machine dialogue results"(use of a CytoVision* system combined with manual interpretation)and"CytoVision*-based automated interpretation"with the"gold standard"was assessed.Results:Consistency between"human-machine dialogue results"and the"gold standard"can surpass 91%,with the former method saving up to 50%of the manual operation time.The tendency of each cell nucleus's HER2 copy number to be"underestimated"is the main reason for the low sensitivity observed in cases with low copy number amplification and HER2 heterogeneous expression cases in"human-machine dialogue interpretation."Conclusions:Automatic FISH image analysis and uptake systems simulate the process of manu-ally interpreted cell selection,ensure random cell selection,and improve work efficiency.With its accurate selection of the hybridization re-gion and"human-computer dialogue,"the system is expected to"replace"interpretation by independent pathologists.

The long-acting cabotegravir and rilpivirine injection regimen（CAB+RPV regimen）is the first approved long-acting antiretroviral therapy（ART）for HIV in China，administered once every two months. This regimen provides an innovative alternative to daily oral ART，benefiting virologically suppressed patients. Several large clinical-studies have shown that the CAB+RPV regimen achieves comparable virologic suppression and safety to daily oral regimens，while significantly enhancing patient satisfaction. Based on international and domestic HIV/AIDs guidelines and clinical evidence，this consensus offers expert recommendations on patient selection，clinical management，and key communication strategies for healthcare providers to support the effective use of this regimen，aiming to improve quality of life for people living with HIV and accumulate domestic clinical experience with this advanced treatment approach.

The long-acting cabotegravir and rilpivirine injection regimen（CAB+RPV regimen）is the first approved long-acting antiretroviral therapy（ART）for HIV in China，administered once every two months. This regimen provides an innovative alternative to daily oral ART，benefiting virologically suppressed patients. Several large clinical-studies have shown that the CAB+RPV regimen achieves comparable virologic suppression and safety to daily oral regimens，while significantly enhancing patient satisfaction. Based on international and domestic HIV/AIDs guidelines and clinical evidence，this consensus offers expert recommendations on patient selection，clinical management，and key communication strategies for healthcare providers to support the effective use of this regimen，aiming to improve quality of life for people living with HIV and accumulate domestic clinical experience with this advanced treatment approach.

Perinatal depression, one of the most common complications in the perinatal period, has a significant impact on the physical and mental health of mothers and children.At present, it is difficult to diagnose perinatal depression at an early stage, so objective and effective biomarkers are of great significance for the early detection and treatment of perinatal depression. In recent years, the exploration of biomarkers for early diagnosis of perinatal depression has become a hot research topic, mainly in sex hormones, neuroendocrine-related hormones, immuno-inflammatory molecules, genetics, and epigenetics.This article reviews the research progress of the biomarkers of perinatal depression in recent years.

OBJECTIVE: To explore the genetic basis for a child with unexplained global developmental delay (GDD), seizure, and facial deformity. METHODS: Whole exome sequencing (WES) was carried out for the patient. Candidate variants were verified by Sanger sequencing of the patient and his parents. RESULTS: WES revealed that the patient has carried a previously unreported de novo heterozygous nonsense c.4906C>T (p.Arg1636Ter) variant of the KMT2A gene, Based on the American College of Medical Genetics and Genomics standards and guidelines, the c.4906C>T variant of KMT2A gene was predicted to be pathogenic (PVS1+ PS2+ PM2+PP3). CONCLUSION The heterozygous nonsense c.4906C>T (p.Arg1636Ter) variant of the KMT2A gene probably underlay the disease in the child. Above finding has enriched the spectrum of pathogenic variants of the KMT2A gene.
Abnormalities, Multiple/genetics* ; Child ; Histone-Lysine N-Methyltransferase/genetics* ; Humans ; Intellectual Disability/genetics* ; Male ; Myeloid-Lymphoid Leukemia Protein/genetics* ; Syndrome

OBJECTIVE： To study on the effects of prophylactic administration of Ramulus mori polysaccharides （RMP） on inflammatory response of renal ischemia reperfusion injury （RIRI） model mice and to explore its possible mechanism. METHODS： Totally 60 C57BL/6 mice were randomly divided to sham operation group， model group， atorvastatin group （positive control， 15 mg/kg）， RMP low-dose， medium-dose and high-dose groups （300， 600， 1 200 mg/kg）. Except for sham operation group， RIRI model was induced in other 5 groups. 24 h before surgery， they were given relevant medicine intragastrically， once a day， for consecutive one week. 24 h after reperfusion， the mice were sacrificed. The serum levels of Scr and BUN were detected. The morphological changes of renal tissue were observed under optical microscope. The serum levels of IL-1β， IL-6， IL-10 and TNF-α were determined by ELISA. Western blot assay was used to determine the protein expressions of Toll-like receptor 4 （TLR4）， p38 mitogen-activation protein kinase （p38MAPK） and p-p38MAPK. RESULTS： Compared with sham operation group， the serum levels of Scr and BUN were significantly elevated in model group  （P＜0.01）. RIRI led to typical inflammatory response of renal tissue， widespread renal tubular epithelial cell degeneration and necrosis， and inflammatory cells infiltration. Serum levels of IL-1β， IL-6， IL-10 and TNF-α were increased significantly （P＜0.01）. The protein expressions of TLR4， p38MAPK and p-p38MAPK were increased significantly in renal cortex （P＜0.01）. Compared with model group， serum levels of Scr and BUN were decreased significantly in administration groups （P＜0.05 or P＜0.01）. The pathological damage of renal tissue was improved in varying degrees， especially in the RMP medium-dose and high-dose groups. Serum levels of IL-1β and IL-6 were decreased significantly in administration groups （P＜0.05 or P＜0.01）. Serum levels of IL-10 were further increased in atorvastatin group and RMP high-dose group （P＜0.01）， and serum level of TNF-α was decreased significantly in atorvastatin group and RMP medium-dose and high-dose groups （P＜0.05 or P＜0.01）. The protein expressions of TLR4 and p-p38MAPK in renal cortex were decreased significantly in administration groups （P＜0.05 or P＜0.01）. CONCLUSIONS： RMP prophylactic administration can improve RIRI of mice， the mechanism of which may be associated with relieving the inflammatory response through inhibition of TLR4/p38MAPK signaling pathway.

OBJECTIVE:To study the protective effect of fingolimod on renal ischemia reperfusion injury (RIRI) model mice and its mechanism.METHODS:A total of 60 mice were randomly divided into sham operation group,model group,fingolimod group (1 mg/kg) and fingolimod+wortmannin group [fingolimod 1 mg/kg+phosphatidylinositol 3-kinase (PI3K) specific blocker wortmarmin 1.4 mg/kg],with 15 mice in each group.Except for sham operation group,RIRI model was induced in other 3 groups,and those model mice were given relevant medicine via caudal vein at once 24 h before surgery.Serum of mice were collected in each group after 24 h perfusion.Serum levels of Scr and BUN were measured by automatic biochemical analyzer.The pathological changes of renal tissue were observed under light microscope.The protein expression of intercellular cell adhesion molecule-1 (ICAM-1),monocyte chemoattractant protein-1 (MCP-1) and phosphorylated protein kinase B (p-Akt) in renal tissue were measured by Western blot assay.RESULTS:Compared with sham operation group,the serum levels of Scr and BUN in model group were increased significantly (P＜0.01).Pathological changes were found in the kidney,and RIRI led to widespread renal tubular epithelial cell injury,apoptosis and inflammatory cells infiltration.The protein expression of ICAM-1 and MCP-1 in renal tissue were increased significantly (P＜0.01),the protein expression of p-Akt was increased slightly (P＞0.05).Compared with model group,other indexes of fingolimod group were improved significantly (P＜0.01) except that the protein expression of p-Akt in renal tissue was increased significantly (P＜0.01).Compared with fingolimod group,above indexes of fingolimod+wortmannin group were reversed (P＜0.05 or P＜0.01).CONCLUSIONS:Fingolimod can obviously ameliorate renal injury induced by RIRI in mice,the mechanism of which may be associated with the activation of PI3K/Akt signaling pathway.