Objective: To explore the influencing factors of incident caries at age 5 among caries-free 3-year-old children in Beijing, construct a machine learning prediction model based on oral health behavioral data, and provide a scientific basis and practical tool for early risk identification, stratified prevention and control, and home-kindergarten-medical collaborative intervention of incident dental caries in preschool children. Methods: This study has been reviewed and approved by the Medical Ethics Committee, and written informed consent was obtained from the guardians of the study participants and their guardians. Children with complete baseline data at age 3 and follow-up data at age 5 from Beijing public oral health programs were included. Oral examinations were conducted according to World Health Organization diagnostic criteria, and questionnaires were completed by guardians. Risk factors were screened by Logistic regression. The total sample was randomly divided into a test set (20%) and a validation set (80%). Five-fold cross-validation was performed on the validation set for model training and tuning, and the final model performance was evaluated on the test set. Four machine learning models—decision tree, random forest, Extreme Gradient Boosting (XGBoost), and Light Gradient Boosting Machine (LightGBM)—were constructed. Model performance was evaluated using the area under the curve (AUC), accuracy, and specificity. Shapley Additive Explanations (SHAP) was used for model interpretation. Results: The incidence of incident caries for 3 372 5-year-old children in Beijing was 50.96%. Multivariate logistic regression showed that parental caries, sleeping with milk, frequent feeding at night, no postprandial cleaning, high sugar intake, insufficient bedtime tooth brushing, and non-fluoride toothpaste use were significant risk factors (P < 0.05). Although all four machine learning models performed well, the XGBoost model performed the best (AUC = 0.806). Feature importance and SHAP analysis indicated that the frequency of bedtime tooth brushing, the frequency of candy consumption, and parental caries status were the top three predictors. Conclusion The XGBoost model based on oral health behaviors at age 3 can accurately predict the risk of incident caries in 5-year-old children in Beijing. Bedtime tooth brushing, sugar control, and parental oral health management are key points for caries prevention in preschool children.

Objective:To elucidate the prognostic differences and risk factors associated with different patterns of recurrence and metastasis following pancreatic cancer (PC) resection.Methods:This is a retrospective case series study. Clinicopathological data and follow-up information were retrospectively collected from 210 patients who underwent surgery for PC at the Department of Hepatobiliary and Pancreatic Surgery, Peking University First Hospital, between January 2014 and December 2023. There were 114 males and 96 females; the age was (64.5±10.3) years (range: 29 to 89 years). Survival functions based on different times to recurrence and metastasis and different patterns of recurrence and metastasis were estimated using the Kaplan-Meier method, and survival differences among groups were compared using the Log-rank test. Identifying the optimal cutoff for time to postoperative recurrence/metastasis predicting overall survival (OS) in pancreatic cancer patients via the minimum p-value approach. Univariate and multivariate Cox regression analyses were performed to identify independent risk factors affecting OS following pancreatectomy.Results:A total of 210 patients met the inclusion and exclusion criteria. Among them, 71 patients remained free of recurrence and metastasis, while 139 developed recurrence and metastasis. The patterns included local recurrence ( n=34), liver metastasis ( n=39), lung metastasis ( n=11), peritoneal metastasis ( n=13), multiple sites metastasis ( n=38), bone metastasis ( n=3), and kidney metastasis ( n=1). OS was significantly shorter in the group with postoperative recurrence and metastasis compared to the group without recurrence/metastasis (23.07 months vs.not reached, P<0.01). The optimal cut-off time distinguishing early from late recurrence and metastasis was 13 months. There was a significant difference in post-recurrence survival between patients with early and late recurrence and metastasis (16.03 months vs. 52.40 months, P=0.009). The Kaplan-Meier survival curve showed that different postoperative recurrence and metastasis patterns had different impacts on OS, with lung metastasis showing the best prognosis compared to local recurrence, liver metastasis, peritoneal metastasis, and multiple sites metastasis ( P<0.01). Multivariate Cox analysis revealed that Eastern Cooperative Oncology Group (ECOG) score 1, postoperative carcinoembryonic antigen (CEA) ≥15 μg/L, poor tumor differentiation, postoperative local recurrence, liver metastasis, peritoneal metastasis, and multiple sites metastases are independent risk factors for postoperative recurrence and metastasis (all P<0.05). Conclusions:Considerable prognostic heterogeneity exists in postoperative PC patients depending on the site and pattern of recurrence or metastasis. Specifically, lung metastasis portends a significantly more favorable prognosis than liver metastasis, peritoneal metastasis, local recurrence, or multiple sites metastases. ECOG score 1, postoperative CEA≥15 μg/L, poor tumor differentiation, postoperative local recurrence, liver metastasis, peritoneal metastasis, and multiple sites metastases are independent risk factors for OS in postoperative PC patients.

Objective:To establish a new method and platform for screening, identifying, and exploring a new strategy for anti-hepatitis B immunotherapy based on hepatitis B virus (HBV)-specific TCR.Methods:Peripheral blood mononuclear cells were isolated from patients with acute hepatitis B. CD3 +CD8 +CD137 +T single cells were sorted out after stimulation with the HBsAg peptide library. The α and β chains in TCRs of single cells were amplified by PCR. TCR double-chain pairing and lentiviral packaging were performed through high-throughput sequencing. Re-infected Jurkat-76-NFAT-GFP cells and the cell lines stably expressing TCR were screened. HBsAg peptide library and immortalized B lymphocytes co-cultured with J76N-TCR were used to screen HBsAg-specific TCRs. K562 cell lines stably expressing HLA-A*24:02 were established to determine epitope peptide by screening A*24:02-restricted TCR. The screened TCRs were replaced with mouse C regions and packaged with lentiviruses. Functional validation was performed on healthy human CD4 +T and CD8 +T lymphocytes following infection. Results:Stable TCR-expressing cell lines were successfully prepared based on single-cell TCRαβ double-chain amplification and pairing technology. Twenty-one TCRs were screened using immortalized B lymphocytes, resulting in nine possible HLA-A*24:02-restricted HBsAg-specific TCRs. Further screening with K562-A2402 resulted in six A*24:02-restricted HBsAg-specific TCRs with identically recognized epitope peptide. The functional determination of the two TCR clones revealed their specific recognition function for target cells expressing HBsAg.Conclusion:HLA-A*24:02-restricted HBsAg-specific TCR with recognition function for target cells expressing HBsAg was successfully obtained based on the new experimental technology system, laying an important foundation for further exploration of antiviral immunotherapy based on HBV-specific TCR.

Objective To explore the diagnostic value of ultrasonography in ischiofemoral impinge-ment syndrome(IFI).Methods Fifty-six patients who underwent hip MRI with confirmed IFI diagnosis and completed ultrasonography examinations were enrolled as the IFI group,including 44 females and 12 males.Twenty healthy volunteers were concurrently recruited as the control group,consisting of 10 females and 10 males.The control group underwent ultrasonography examinations of bilateral hip joints,whiletheischialfemoralspace(IFS)andquadratusfemoristhickness(QFT)of both groups were measured and recorded.Then measurements were compared within(by laterality and gender)and between the two groups using independent-samples t-tests.Moreover,receiver operating characteristic adults,males exhibited significantly higher IFS and QFT values than females(P<0.05).Within the IFI group,males with affected hips had significantly higher IFS than females(P<0.05),while no sig-nificant differences were observed in QFT between different genders(P>0.05).Moreover,affected hips in the IFI group showed significantly narrower IFS and thicker QFT compared to both contralateral hips and the control group(P<0.001).In addition,the diagnostic cut-off values of IFS and QFT for ultrasound diagnosis of IFI were 22.93 mm and 16.48 mm,respectively.At these thresholds,the ar-eas under the curve(AUC)were 0.997 and 0.977,with sensitivities of 97.8%and 91.8%,and speci-ficities of 98.4%and 97.8%,respectively.Conclusion Ultrasound can serve as a reliable diagnostic technique for IFI,where narrowing of the IFS and thickening of the QFT should raise suspicion of this condition.

Objective To explore the diagnostic value of ultrasonography in ischiofemoral impinge-ment syndrome(IFI).Methods Fifty-six patients who underwent hip MRI with confirmed IFI diagnosis and completed ultrasonography examinations were enrolled as the IFI group,including 44 females and 12 males.Twenty healthy volunteers were concurrently recruited as the control group,consisting of 10 females and 10 males.The control group underwent ultrasonography examinations of bilateral hip joints,whiletheischialfemoralspace(IFS)andquadratusfemoristhickness(QFT)of both groups were measured and recorded.Then measurements were compared within(by laterality and gender)and between the two groups using independent-samples t-tests.Moreover,receiver operating characteristic adults,males exhibited significantly higher IFS and QFT values than females(P<0.05).Within the IFI group,males with affected hips had significantly higher IFS than females(P<0.05),while no sig-nificant differences were observed in QFT between different genders(P>0.05).Moreover,affected hips in the IFI group showed significantly narrower IFS and thicker QFT compared to both contralateral hips and the control group(P<0.001).In addition,the diagnostic cut-off values of IFS and QFT for ultrasound diagnosis of IFI were 22.93 mm and 16.48 mm,respectively.At these thresholds,the ar-eas under the curve(AUC)were 0.997 and 0.977,with sensitivities of 97.8%and 91.8%,and speci-ficities of 98.4%and 97.8%,respectively.Conclusion Ultrasound can serve as a reliable diagnostic technique for IFI,where narrowing of the IFS and thickening of the QFT should raise suspicion of this condition.

Objective:To establish a new method and platform for screening, identifying, and exploring a new strategy for anti-hepatitis B immunotherapy based on hepatitis B virus (HBV)-specific TCR.Methods:Peripheral blood mononuclear cells were isolated from patients with acute hepatitis B. CD3 +CD8 +CD137 +T single cells were sorted out after stimulation with the HBsAg peptide library. The α and β chains in TCRs of single cells were amplified by PCR. TCR double-chain pairing and lentiviral packaging were performed through high-throughput sequencing. Re-infected Jurkat-76-NFAT-GFP cells and the cell lines stably expressing TCR were screened. HBsAg peptide library and immortalized B lymphocytes co-cultured with J76N-TCR were used to screen HBsAg-specific TCRs. K562 cell lines stably expressing HLA-A*24:02 were established to determine epitope peptide by screening A*24:02-restricted TCR. The screened TCRs were replaced with mouse C regions and packaged with lentiviruses. Functional validation was performed on healthy human CD4 +T and CD8 +T lymphocytes following infection. Results:Stable TCR-expressing cell lines were successfully prepared based on single-cell TCRαβ double-chain amplification and pairing technology. Twenty-one TCRs were screened using immortalized B lymphocytes, resulting in nine possible HLA-A*24:02-restricted HBsAg-specific TCRs. Further screening with K562-A2402 resulted in six A*24:02-restricted HBsAg-specific TCRs with identically recognized epitope peptide. The functional determination of the two TCR clones revealed their specific recognition function for target cells expressing HBsAg.Conclusion:HLA-A*24:02-restricted HBsAg-specific TCR with recognition function for target cells expressing HBsAg was successfully obtained based on the new experimental technology system, laying an important foundation for further exploration of antiviral immunotherapy based on HBV-specific TCR.

Objective:To elucidate the prognostic differences and risk factors associated with different patterns of recurrence and metastasis following pancreatic cancer (PC) resection.Methods:This is a retrospective case series study. Clinicopathological data and follow-up information were retrospectively collected from 210 patients who underwent surgery for PC at the Department of Hepatobiliary and Pancreatic Surgery, Peking University First Hospital, between January 2014 and December 2023. There were 114 males and 96 females; the age was (64.5±10.3) years (range: 29 to 89 years). Survival functions based on different times to recurrence and metastasis and different patterns of recurrence and metastasis were estimated using the Kaplan-Meier method, and survival differences among groups were compared using the Log-rank test. Identifying the optimal cutoff for time to postoperative recurrence/metastasis predicting overall survival (OS) in pancreatic cancer patients via the minimum p-value approach. Univariate and multivariate Cox regression analyses were performed to identify independent risk factors affecting OS following pancreatectomy.Results:A total of 210 patients met the inclusion and exclusion criteria. Among them, 71 patients remained free of recurrence and metastasis, while 139 developed recurrence and metastasis. The patterns included local recurrence ( n=34), liver metastasis ( n=39), lung metastasis ( n=11), peritoneal metastasis ( n=13), multiple sites metastasis ( n=38), bone metastasis ( n=3), and kidney metastasis ( n=1). OS was significantly shorter in the group with postoperative recurrence and metastasis compared to the group without recurrence/metastasis (23.07 months vs.not reached, P<0.01). The optimal cut-off time distinguishing early from late recurrence and metastasis was 13 months. There was a significant difference in post-recurrence survival between patients with early and late recurrence and metastasis (16.03 months vs. 52.40 months, P=0.009). The Kaplan-Meier survival curve showed that different postoperative recurrence and metastasis patterns had different impacts on OS, with lung metastasis showing the best prognosis compared to local recurrence, liver metastasis, peritoneal metastasis, and multiple sites metastasis ( P<0.01). Multivariate Cox analysis revealed that Eastern Cooperative Oncology Group (ECOG) score 1, postoperative carcinoembryonic antigen (CEA) ≥15 μg/L, poor tumor differentiation, postoperative local recurrence, liver metastasis, peritoneal metastasis, and multiple sites metastases are independent risk factors for postoperative recurrence and metastasis (all P<0.05). Conclusions:Considerable prognostic heterogeneity exists in postoperative PC patients depending on the site and pattern of recurrence or metastasis. Specifically, lung metastasis portends a significantly more favorable prognosis than liver metastasis, peritoneal metastasis, local recurrence, or multiple sites metastases. ECOG score 1, postoperative CEA≥15 μg/L, poor tumor differentiation, postoperative local recurrence, liver metastasis, peritoneal metastasis, and multiple sites metastases are independent risk factors for OS in postoperative PC patients.

Objective To establish a county-level trauma treatment model,designed to prioritize efficiency and guided by a multidisciplinary approach for emergency green channels.Methods Adhering to the Consensus of Experts on the Construc-tion and Management of Trauma Centers in Municipal Comprehensive Hospitals(2020),and using the trauma center creation plan from Guangdong Province as a reference,we established a county-level trauma center,leveraging its strengths and unique at-tributes,with the emergency department as its core.Results The application of information technology facilitated the establish-ment of a two-way referral information platform and a three-tiered diagnosis and treatment system for county medical communities,thereby enhancing the efficiency and quality of healthcare.The implementation of the emergency green channel multidisciplinary treatment team model significantly improved the admission rates for complex and critical cases and increased the utilization of new technologies.Conclusion The development of a county-level emergency treatment system,spearheaded by the establishment of a provincial-level trauma center and a multidisciplinary team model for emergency green channels,can expedite trauma patient care,augment diagnostic efficiency and treatment efficacy,and catalyze advancements in medical technology within county hospitals.

Objective:To investigate the characteristics of gene mutations in angioimmunoblastic T-cell lymphoma (AITL).Methods:Seventy-five AITL cases diagnosed at the Department of Pathology, Ruijin Hospital Affiliated to Shanghai Jiaotong University School of Medicine, Shanghai, China from June 2021 to June 2023 were included. Their formalin-fixed and paraffin-embedded or fresh tissues were subject to targeted next generation sequencing (NGS). The sequencing data was collected, and the distribution and type of gene mutations were analyzed.Results:492 potential driver mutations were identified in 74 out of the 84 genes. Targeted sequencing data for the 75 AITL patients showed that the genes with mutation frequencies of ≥10% were TET2 (89.3%), RHOA (57.3%), IDH2 (37.3%), DNMT3A (36.0%), KMT2C (21.3%), PLCG1 (12.0%), and KDM6B (10.7%). There were significant co-occurrence relationships between TET2 and RHOA, TET2 and IDH2, and RHOA and IDH2 gene mutations ( P<0.05), respectively, while TET2 and KDM6B gene mutations were mutually exclusive ( P<0.05). Conclusions:The study reveals the mutational characteristics of AITL patients using NGS technology, which would provide insights for molecular diagnosis and targeted therapy of AITL.

Objective:To evaluate the diagnostic value of the 18F-prostate specific membrane antigen (PSMA)-1007 PET/CT in seminal vesicle invasion (SVI) of prostate cancer. Methods:Clinical and pathological materials of 88 patients (age: 51-84 years) who underwent radical prostatectomy (RP) between May 2019 and December 2021 in the First Affiliated Hospital of Xi′an Jiaotong University were analyzed retrospectively. All patients underwent 18F-PSMA-1007 PET/CT examination for primary staging before surgery. The diagnostic efficiency of 18F-PSMA-1007 PET/CT in SVI was obtained using postoperative pathological results as the " gold standard" and ROC curve was drawn. Furthermore, univariate and multivariate logistic regression analyses were used to screen the influencing factors for 18F-PSMA-1007 PET/CT prediction of SVI. Results:The accuracy, sensitivity, specificity, positive predictive value and negative predictive value of 18F-PSMA-1007 PET/CT in diagnosing SVI were 79.55%(70/88), 72.73%(16/22), 81.82%(54/66), 57.14%(16/28) and 90.00%(54/60), respectively. The ROC AUC was 0.77. Results of univariate logistic regression showed that total prostate specific antigen (tPSA), primary SUV max, Gleason score, International Society of Urological Pathology (ISUP) grade group were associated with 18F-PSMA-1007 PET/CT prediction of SVI. Results of multivariate logistic regression showed that Gleason score (odds ratio ( OR)=2.04, 95% CI: 1.19-3.50, P=0.009) was a predictor of SVI in prostate cancer. Conclusion:18F-PSMA-1007 PET/CT has certain diagnostic value in SVI of prostate cancer, and combining with Gleason score can improve the diagnostic efficiency.