Objective To address the current blind spots in quality control and the risk of data distortion in radiological health technical service institutions, overcome the limitations of low efficiency and insufficient anomaly identification in manual verification, establish an automatic anomaly early warning mechanism based on AI algorithms, provide accurate clues for health supervision and law enforcement, and significantly enhance the efficiency of industry supervision. Methods On-site inspection data were collected via photographic imaging. Advanced image processing and object detection algorithms were employed to automatically extract and analyze key information from the images. Through data analysis, the system was used to calculate and assess the inspection results. A dynamic early warning engine was developed to automatically trigger alerts upon detection of deviations from standard thresholds or regulatory violations in radiological health technical services. These alerts were delivered through a regulatory information system. Results Following AI model training, the accuracy of the image processing and object detection algorithms reached 99% and the early warning accuracy reached 93%. Compared with the traditional supervision mode, the efficiency of anomaly detection was improved and the average response time was shortened. Conclusion The full-process supervision information system constructed in this study has realized the triple mechanism of pre-event standardization, in-event monitoring, and post-event traceability for radiological health technical services. In particular, the system has established a four-level quality control chain of “institutional self-inspection, intelligent recheck, expert judgment, and administrative action”, providing a technological innovation path for ensuring the radiation protection and safety of medical staff, patients, and the public.

Chemotherapy is an important treatment for tumors， but most patients experience varying degrees of chemotherapy- induced myelosuppression. Four properties theory of traditional Chinese medicine （TCM） has unique advantages in improving chemotherapy-induced myelosuppression. The monomers from TCM with different properties and flavors， such as cold-natured （e.g. Scutellaria baicalensis， Rhus chinensis）， cool-natured （e.g. Ligustrum lucidum， Ophiopogon japonicus）， warm-natured （e.g. Panax ginseng， Epimedium brevicornu， Curcuma longa， Angelica sinensis）， hot-natured （e.g. Cinnamomum cassia， Aconitum carmichaeli）， and neutral-natured （e. g. donkey-hide gelatin， Lycium barbarum， Rhodiola rosea， fungi）， can exert anti- myelosuppressive effects by reducing damage to hematopoietic stem/progenitor cells， improving the bone marrow hematopoietic microenvironment， inhibiting the oxidative stress response， regulating signaling pathways， so as to ultimately repaire inflammatory damage and improve hematopoietic function， thereby playing an anti-myelosuppressive role.

Dental caries, a chronic disease characterized by tooth decay, occupies the second position in terms of disease burden and is primarily caused by cariogenic bacteria, especially Streptococcus mutans, because of its acidogenic, aciduric, and biofilm-forming capabilities. Developing novel targeted anti-virulence agents is always a focal point in caries control to overcome the limitations of conventional anti-virulence agents. The current study represents an up-to-date review of in silico approaches of drug design against dental caries, which have emerged more and more powerful complementary to biochemical attempts. Firstly, we categorize the in silico approaches into computer-aided drug design (CADD) and AI-assisted drug design (AIDD) and highlight the specific methods and models they contain respectively. Subsequently, we detail the design of anti-virulence drugs targeting single or multiple cariogenic virulence targets of S. mutans, such as glucosyltransferases (Gtfs), antigen I/II (AgI/II), sortase A (SrtA), the VicRK signal transduction system and superoxide dismutases (SODs). Finally, we outline the current opportunities and challenges encountered in this field to aid future endeavors and applications of CADD and AIDD in anti-virulence drug design.

Objective To observe the value of contrast-enhanced CT radiomics combined with clinical and hematology indicators for predicting lymph node(LN)metastasis(LNM)of esophageal squamous cell carcinoma(ESCC).Methods Totally 218 ESCC patients were retrospectively enrolled.Stage pN1 and pN2 were clustering as LNM(n=90),while stage pN0 were taken as non-LNM(n=128).The patients were divided into training set(n=174)and test set(n=44)at the ratio of 8∶2.In training set,clinical and LN imaging features which could be used to independently judge LNM were screened and a clinical-imaging model was constructed.The hematological indicators that might be associated with ESCC LNM were screened,and a hematological model was constructed.Radiomics features in LN ROI and ESCC volume of interest(VOI)were extracted based on venous-phase contrast-enhanced CT images,and those might be associated with LNM were screened,and a radiomics model was constructed.Finally a combined model was constructed based on all the above features.The efficacy of each model for diagnosing LNM was evaluated with the area under the curve(AUC)of receiver operating characteristic curves,and the clinical net benefit was evaluated using decision curve analysis(DCA).Results Body mass index(BMI)and internal necrosis of target LN were both independent judging factors for ESCC LNM(both P＜0.05),and AUC of clinical-imaging model for diagnosing LNM in training and test sets was 0.747 and 0.687,respectively.Seven hematological indicators were included in hematological model,and AUC in training and test sets was 0.623 and 0.583,respectively.Ten LN radiomics features and 15 ESCC radiomics features were included in radiomics model,and AUC in training and test sets was 0.769 and 0.745,respectively.AUC of the combined model for diagnosing LNM in training and test sets was 0.822 and 0.739,respectively,better than other models in training set(all P＜0.05),but no significantly different in test set(all P＞0.05).DCA showed that combined model had higher net gain than the other models in 0.55-0.80 threshold probability interval.Conclusion Combined model based on venous-phase contrast-enhanced CT radiomics and clinical and hematology indicators could relatively effectively evaluate ESCC LNM,which might bring some promotions in clinical benefit.

Objective To observe the effect of Buyang Huanwu Decoction on hippocampal tissue structure and blood perfusion in rats with focal cerebral ischemia using multi-modal MRI;To analyze the mechanism of Buyang Huanwu Decoction on hippocampal neuroplasticity combined with the expression changes of neuroplasticity proteins and glucose metabolism related transporters.Methods Focal cerebral ischemia rat model induced by right middle cerebral artery occlusion were established.The rats were divided into sham-operation group,sham-operation+Buyang Huanwu Decoction group,model group and model+Buyang Huanwu Decoction group.The rats in the sham-operation group and model group were given normal saline for 30 days,and those in the sham-operation+Buyang Huanwu Decoction group and model+Buyang Huanwu Decoction group were given Buyang Huanwu Decoction for 30 days.T2 mapping imaging was used to detect the changes in hippocampal tissue structure,the changes of cerebral blood perfusion in hippocampus were detected by arterial spin labeling imaging,Western blot was used to detect the protein expressions of SYN,GAP-43,glucose transporters and MCT.Results Compared with the sham-operation group,the T2 relaxation time of the right and left hippocampus in the model group rats significantly increased(P<0.01,P<0.001),the blood flow in the right hippocampus was significantly reduced(P<0.05),the protein expressions of SYN,GAP-43,MCT4 and MCT2 in the right hippocampus were significantly decreased(P<0.01,P<0.001),the protein expressions of GLUT1 and GLUT3 in bilateral hippocappal tissue significantly decreased(P<0.05,P<0.01,P<0.001).Compared with the model group,the T2 relaxation time in the right hippocampus of rats in model+Buyang Huanwu Decoction group was significantly reduced(P<0.05),the blood flow in the right hippocampus significantly increased(P<0.05),the protein expressions of SYN,GAP-43,GLUT1 and GLUT3 in bilateral hippocampal tissues significantly increased(P<0.01,P<0.001),and the protein expressions of MCT4 and MCT2 in right hippocampal tissue significantly increased(P<0.01,P<0.001).Conclusion Buyang Huanwu Decoction can alleviate hippocampal injury in rats with focal cerebral ischemia,which may be related to improving blood perfusion,up-regulating neuroplasticity-related proteins,promoting hippocampal axon regeneration and synaptic remodeling,regulating energy metabolism of nerve cells.

Objective:To assess the efficacy and safety of programmed death-1 (PD-1) inhibitor combined with radiotherapy in advanced and relapsed / refractory extranodal NK/T cell lymphoma (ENKTL).Methods:Clinical data of 26 patients with advanced and recurrent / refractory ENKTL admitted to Sun Yat-sen University Cancer Center from January 2019 to December 2021 were retrospectively analyzed. All patients were treated with the PD-1 inhibitor combined with radiotherapy. The treatment responses, survival rate and and adverse reactions of the regimen were analyzed. The Kaplan-Meier method was used to estimate the 1- and 2-year progression-free survival (PFS) rate and overall survival (OS) rate, and the Cox proportional risk model was used for univariate prognostic factorial analysis for PFS and OS.Results:The median follow-up time of 26 patients was 29 months (10-49 months). The objective response rate (ORR) was 85%. The complete and partial remission rates were 77% and 8%. The median PFS time was 25 months. The 1- and 2- year PFS rates were 73.1% and 53.3%. The 1- and 2- year OS rates were 88.5% and 75.3%. The main adverse reaction was acute mucositis with an incidence rate of 31% (8/26), followed by hematological toxicity. The incidence of immune-related adverse events in lung, liver and thyroid were low. Only 1 patient developed grade 3 acute mucositis, 1 patient developed grade 4 immune pneumonitis, and the remaining patients had grade 1-2 toxicities. All patients showed good tolerance. The univariate analysis showed that elevated lactate dehydrogenase, Epstein-Barr virus DNA positive after treatment, and less than 6 cycles of anti-PD-1 immunotherapy were prognostic factors for poor OS.Conclusion:The regimen of PD-1 inhibitor combined with radiotherapy demonstrates promising efficacy and well tolerance in patients with advanced and relapsed / refractory ENKTL.

Objective To observe the value of intratumoral and peritumoral CT radiomics for evaluating KRAS gene status in patients with colorectal adenocarcinoma.Methods Totally 245 patients with colorectal adenocarcinoma were retrospectively enrolled and divided into mutant group(n=139)and wild group(n=106)according to KRAS gene status,also divided into training set(n=171)and test set(n=74)at a ratio of 7∶3.Clinical data were compared between groups,and clinical factors were screened with logistic regression analysis to establish a clinical model.Based on enhanced venous phase CT images,intratumoral volume of interest(VOI),peritumoral VOI,and intratumoral+peritumoral VOI were delineated,radiomics features were extracted,and radiomics models were constructed.The combination model was constructed based on the best radiomics model combined with clinical factors.The value of each model for evaluating KRAS gene status in patients with colorectal adenocarcinoma was analyzed.Results Significant differences of patients’gender and carcinoembryonic antigen(CEA)were found between mutant group and wild group(both P＜0.05),which were independent impact factors of KRAS gene status in patients with colorectal adenocarcinoma(both P＜0.05).The area under the curve(AUC)of clinical model for evaluating KRAS gene status in patients with colorectal adenocarcinoma in training set and test set was 0.633 and 0.658,respectively.Intratumoral+peritumoral 3 mm model was the best radiomics model,with AUC of 0.921 and 0.894 in training set and test set,respectively.AUC of the combination model in training set and test set was 0.949 and 0.956,respectively.In training set,significant differences of AUC were found between clinical model and intratumoral+peritumoral 3 mm model,also between clinical model and combination model(both P＜0.001),while in test set,significant differences of AUC were found between each two models(all P＜0.05).Conclusion Intratumoral+peritumoral 3 mm radiomics based on enhanced venous phase CT could help to evaluate KRAS gene status in patients with colorectal adenocarcinoma.Combining with patients’gender and CEA could further improve efficacy of this model.

Objective:To explore the effects of short-term particulate matter(PM)exposure and the melatonin receptor 1B(MTNR1B)gene on triglyceride-glucose(TyG)index utilizing data from Fang-shan Family-based Ischemic Stroke Study in China(FISSIC).Methods:Probands and their relatives from 9 rural areas in Fangshan District,Beijing,were included in the study.PM data were obtained from fixed monitoring stations of the National Air Pollution Monitoring System.TyG index was calculated by fasting triglyceride and glucose concentrations.The associations of short-term PM exposure and rs10830963 polymorphism of the MTNR1B gene with the TyG index were assessed using mixed linear models,in which covariates such as age,sex,and lifestyles were adjusted for.Gene-environment inter-action analysis was furtherly performed using the maximum likelihood methods to explore the potential effect modifier role of rs10830963 polymorphism in the association of PM with TyG index.Results:A total of 4 395 participants from 2 084 families were included in the study,and the mean age of the study participants was(58.98±8.68)years,with 53.90％females.The results of association analyses showed that for every 10 μg/m3 increase in PM2.5 concentration,TyG index increased by 0.017(95％CI:0.007-0.027),while for per 10 μg/m3 increment in PM1o,TyG index increased by 0.010(95％CI:0.003-0.017).And the associations all had lagged effects.In addition,there was a positive association between the rs10830963 polymorphism and the TyG index.For per increase in risk allele G,TyG index was elevated by 0.040(95％CI:0.004-0.076).The TyG index was 0.079(95％CI:0.005-0.152)higher in carriers of the GG genotype compared with carriers of the CC genotype.The inter-action of rs10830963 polymorphism with PM exposure had not been found to be statistically significant in the present study.Conclusion:Short-term exposure to PM2.5 and PM10 were associated with higher TyG index.The G allele of rs10830963 polymorphism in the MTNR1B gene was associated with the elevated TyG index.

Objective:To explore the association between polymorphisms of transforming growth factor-β(TGF-β)signaling pathway and non-syndromic cleft lip with or without cleft palate(NSCL/P)among Asian populations,while considering gene-gene interaction and gene-environment interaction.Methods:A total of 1 038 Asian NSCL/P case-parent trios were ascertained from an international consortium,which conducted a genome-wide association study using a case-parent trio design to investigate the genes affec-ting risk to NSCL/P.After stringent quality control measures,343 single nucleotide polymorphism(SNP)spanning across 10 pivotal genes in the TGF-β signaling pathway were selected from the original genome-wide association study(GWAS)dataset for further analysis.The transmission disequilibrium test(TDT)was used to test for SNP effects.The conditional Logistic regression models were used to test for gene-gene interaction and gene-environment interaction.Environmental factors collected for the study in-cluded smoking during pregnancy,passive smoking during pregnancy,alcohol intake during pregnancy,and vitamin use during pregnancy.Due to the low rates of exposure to smoking during pregnancy and al-cohol consumption during pregnancy(＜3％),only the interaction between maternal smoking during pregnancy and multivitamin supplementation during pregnancy was analyzed.The threshold for statistical significance was rigorously set at P=1.46 × 10-4,applying Bonferroni correction to account for multiple testing.Results:A total of 23 SNPs in 4 genes yielded nominal association with NSCL/P(P＜0.05),but none of these associations was statistically significant after Bonferroni's multiple test correction.How-ever,there were 6 pairs of SNPs rs4939874(SMAD2)and rs1864615(TGFBR2),rs2796813(TGFB2)and rs2132298(TGFBR2),rs4147358(SMAD3)and rs1346907(TGFBR2),rs4939874(SMAD2)and rs1019855(TGFBR2),rs4939874(SMAD2)and rs12490466(TGFBR2),rs2009112(TGFB2)and rs4075748(TGFBR2)showed statistically significant SNP-SNP interaction(P＜1.46 × 10-4).In contrast,the analysis of gene-environment interactions did not yield any significant results after being cor-rected by multiple testing.Conclusion:The comprehensive evaluation of SNP associations and interac-tions within the TGF-β signaling pathway did not yield any direct associations with NSCL/P risk in Asian populations.However,the significant gene-gene interactions identified suggest that the genetic architec-ture influencing NSCL/P risk may involve interactions between genes within the TGF-β signaling path-way.These findings underscore the necessity for further investigations to unravel these results and further explore the underlying biological mechanisms.