Food safety risk early warning is a crucial technical approach to ensure that regulation stays ahead of potential risks. In recent years, machine learning, as an emerging technology, has demonstrated its immense potential in food safety risk early warning due to its powerful data processing and analysis capabilities. This paper introduced the concept of food safety risk early warning and the current food safety risk early warning systems both domestically and internationally. It reviewed the main principles, basic characteristics, and application progress of various machine learning methods, including logistic regression, least absolute shrinkage and selection operator, support vector machine, random forest, Bayesian network, extreme gradient boosting, light gradient boosting machine, and artificial neural networks. The paper also presented the advantages and disadvantages of machine learning in current food safety risk early warning application scenarios, as well as future development directions. In particular, advanced technologies such as multimodal data fusion and deep learning are expected to play an increasingly important role in future food safety risk early warning.

ObjectiveTo analyze the hygienic status of tableware cleaning and disinfection in 41 catering facilities of Shanghai in 2020, to identify its influencing factors, so as to propose evidence-based improvements for future scientific supervision. MethodsA field survey was conducted on the cleaning and disinfection methods of tableware in 41 catering establishments in Shanghai. A total of 180 tableware samples were collected and tested for four indicators, including free residual chlorine, anionic synthetic detergent residues, coliforms, and total number of bacterial colonies. The results were classified and statistically analyzed based on the type of catering establishment, tableware material, tableware function, and cleaning and disinfection methods. ResultsThe tableware passed the tests for coliforms and free residual chlorine. The qualification rate for anionic synthetic detergent residues was 48.89% (88/180), with an average of 0.02 mg per 100 cm² and a maximum of0.25 mg per 100 cm² (This unit complied with the requirements of national standardard: GB 14934—2016). Based on the type of catering enterprises, large restaurants had the lowest qualification rate for anionic synthetic detergent residues in tableware at 46.15%. In terms of the function of tableware, chopsticks had the lowest qualification rate for anionic synthetic detergent residues at 26.32%. The detection rate of total number of bacterial colonies in tableware was 42.22% (76/180), with an average of 0.5 log₁₀ (CFU·mL⁻¹) and a maximum of 3.4 log₁₀ (CFU·mL⁻¹). Among them, medium-sized restaurants had the highest detection rate of total number of bacterial colonies in tableware at 47.73% (21/44). ConclusionThe qualification rate of anionic synthetic detergent residues in tableware is relatively low.It is recommended to strengthen research on the occurrence patterns of unqualified tableware and establish early warning values for the qualification rate of anionic synthetic detergent residues, enhance law enforcement inspections on relevant catering establishments, guide enterprises to fulfill their main responsibilities, and improve the quality and safety of tableware.

Objective:To evaluate the prognostic value of droplet digital PCR(ddPCR)in conjunction with multiparametric flow cytometry(MFC)for measurable residual disease(MRD)detection in predicting relapse risk in patients with acute myeloid leukemia(AML).Methods:In this retrospective cohort study,we have analyzed 78 newly diagnosed patients with AML who underwent combined MRD monitoring using MFC and ddPCR at The Affiliated Hospital of Hebei University(January 2018-January 2025).Clinical outcomes-including MRD negativity rates,cumulative incidence of relapse(CIR),relapse-free survival(RFS),and overall survival(OS)-were systematically evaluated.Prognostic discrim-ination between the MRD-negative and MRD-positive subgroups was compared across standalone and combined detection approaches.Results:With a median follow-up of 17 months(range:2.4-86.7)and a median of one mutation tracked per patient(range:1-3),both MFC-MRD and ddPCR-MRD negative subgroups demonstrated superior 2-year RFS compared with MRD-positive counterparts.Notably,com-bined MFC/ddPCR monitoring enhanced prognostic discrimination,with MRD-negative patients achieving significantly prolonged 2-year RFS compared with MRD-positive patients.MFC-MRD negativity independently predicted improved 2-year OS.Conclusion:ddPCR-based multi-gene MRD profiling provides significant independent prognostic value in patients with AML.The synergistic application of MFC and ddPCR enables superior predictive accuracy for relapse risk and survival outcomes,supporting its integration into standardized MRD monitoring protocols.

Objective:To evaluate the prognostic value of droplet digital PCR(ddPCR)in conjunction with multiparametric flow cytometry(MFC)for measurable residual disease(MRD)detection in predicting relapse risk in patients with acute myeloid leukemia(AML).Methods:In this retrospective cohort study,we have analyzed 78 newly diagnosed patients with AML who underwent combined MRD monitoring using MFC and ddPCR at The Affiliated Hospital of Hebei University(January 2018-January 2025).Clinical outcomes-including MRD negativity rates,cumulative incidence of relapse(CIR),relapse-free survival(RFS),and overall survival(OS)-were systematically evaluated.Prognostic discrim-ination between the MRD-negative and MRD-positive subgroups was compared across standalone and combined detection approaches.Results:With a median follow-up of 17 months(range:2.4-86.7)and a median of one mutation tracked per patient(range:1-3),both MFC-MRD and ddPCR-MRD negative subgroups demonstrated superior 2-year RFS compared with MRD-positive counterparts.Notably,com-bined MFC/ddPCR monitoring enhanced prognostic discrimination,with MRD-negative patients achieving significantly prolonged 2-year RFS compared with MRD-positive patients.MFC-MRD negativity independently predicted improved 2-year OS.Conclusion:ddPCR-based multi-gene MRD profiling provides significant independent prognostic value in patients with AML.The synergistic application of MFC and ddPCR enables superior predictive accuracy for relapse risk and survival outcomes,supporting its integration into standardized MRD monitoring protocols.

Objective:To enhance the understanding of the diagnosis and individualized treatment of myelodysplastic syndrome/myeloproliferative neoplasms with ring sideroblasts and thrombocytosis (MDS/MPN-RS-T).Methods:A retrospective case series study was conducted. The clinical data, diagnosis and treatment process and prognosis of 4 patients with MDS/MPN-RS-T admitted to Affiliated Hospital of Hebei University from September 2015 to May 2021 were retrospectively analyzed, and the related literature was reviewed.Results:All the 4 patients were male, aged 63 to 75 years. Patients 1 and 2 were classified as revised international prognostic scoring system (IPSS-R) high-risk group, combined with ASXL1 mutation and high risk cytogenetic abnormality. The therapeutic effect of various treatment regimens was poor, and they were converted to acute myeloid leukemia (AML) and then died due to disease progression. Patient 3 was classified as IPSS-R medium-risk group. His main manifestation was myelodysplastic syndrome (MDS) combined with ring sideroblasts in the early stage and was transformed into MDS/MPN-RS-T during the treatment, and JAK2 mutation occurred in the subsequent treatment. After lenalidomide treatment, the patient was removed from blood transfusion and the condition was stable at present. Patient 4 was classified as IPSS-R medium-risk group, and lenalidomide showed significant therapeutic effects and he was in stable condition.Conclusions:Lenalidomide can significantly improve transfusion dependence in patients with MDS/MPN-RS-T, and ASXL1 mutation and high-risk cytogenetic abnormality may be associated with AML transformation.

Objective:To study the learning curve in laparoscopic left lateral hepatic sectionectomy.Methods:The clinical data of 62 consecutive patients who underwent left lateral hepatic sectionectomy by a single operator from February 2015 to May 2022 in General Hospital of Northern Theater Command were retrospectively analyzed. There were 22 males and 40 females, with mean ±s.d. of (50.7±11.7) years. The learning curve was depicted and evaluated by using the cumulative summation test. The general information, operation and postoperative indicators of the growth level group and the master level group were compared.Results:The average operation time of the 62 consecutive subjects was (172.9±70.1) minutes. Intraoperative blood loss was 100 (50, 200) ml. Two patients were converted to open hepatectomy. Clavien-Dindo grade I postoperative complications occurred in 20 patients (32.3%), with grade Ⅱ in 1 patient (1.6%) and grade Ⅲb in another patient (1.6%). The learning curve reached its highest point on the 20th patient by using the cumulative summation test. The study subjects were then assigned into the growth level group (patient 1-20) and the master level group (patient 21-62). The master level group had a significantly wider spread of patient age [(52.9±11.0) years vs (46.1±11.9) years], decreased operation time [(146.8±55.6) min vs (227.9±66.7) min], shortened drainage tube removal time [4(3, 5) d vs 6(4, 7) d] and decreased postoperative hospital stay [5(5, 7) d vs 6.5(4, 9) d] (all P<0.05) when compared with the growth level group. Conclusion:Left lateral hepatic sectionectomy was safe and feasible, and a single operator went through a learning curve of 20 patients before he/she could master the operation more proficiently.

Objective: To explore the association between adolescent peer bullying, life satisfaction and self-harm, so as to provide intervention support for the prevention of adolescent self-harm behaviors. Methods: In October 2022, 5 724 junior high school students from Xuancheng, Hefei, Huaibei in Anhui Province were selected by multistage stratified random cluster sampling, and a self-administered adolescent mental health behavior questionnaire was used to conduct the survey. Results: The detection rate of peer bullying among adolescents was 30.0%, and the detection rates of the five self-harm behaviors including highly lethal self-harm, less lethal self-harm with visible tissue damage, self-harm without visible tissue damage, self-harm with latency damage, and psychological self-harm were 10.2%, 25.8%, 35.5%, 20.8% and 28.2%, respectively. Logistic regression model results showed a positive association between exposure to peer bullying and the five self-harmful behaviors ( OR =2.52-3.21, P <0.01), and a negative association between life satisfaction and the five self-harmful behaviors ( OR =0.19-0.33, P <0.01). Adolescent life satisfaction had a moderating effect between exposure to peer bullying and highly lethal self-harm, less lethal self-harm with visible tissue damage, self-harm without visible tissue damage, and self-harm with latency damage ( OR=1.53, 1.42, 1.30, 1.39, P <0.05), and no moderating effect between exposure to peer bullying and psychological self-harm ( P >0.05). Conclusion Peer bullying among adolescents may increase the risk of self-harm behavior. Improvement of life satisfaction can effectively mitigate the negative effects of peer bullying on adolescent self-harm.

Objective:To explore the efficacy of venetoclax plus azacitidine (VA) in the treatment of patients with newly diagnosed chronic myelomonocytic leukemia (CMML).Methods:The clinical data of 4 newly diagnosed CMML-2 patients treated with VA regimen in the Affiliated Hospital of Hebei University from February 2022 to March 2023 were retrospectively analyzed, and the related literature was reviewed.Results:All 4 CMML-2 patients achieved the effect of ≥ partial bone marrow remission (PMR) after 1 course of treatment, and with the deepened extension of treatment course, the overall response rate and complete remission (CR) rate was 100% and 50%, respectively. In terms of dose adjustment, the dose and usage day of venetoclax were determined by using dynamic frailty assessment and adverse events. Among the 2 patients who achieved CR, 1 patient initially received venetoclax 200 mg for 14 days, and 1 patient received venetoclax 400 mg for 28 days and then the usage reduced to venetoclax 200 mg for 14 days due to hematological adverse events. All 4 patients maintained CR status. The most common grade 3 and 4 adverse events were neutropenia and thrombocytopenia.Conclusions:The first-line application of VA regimen in the treatment of newly diagnosed CMML-2 patients may achieve faster remission and better safety compared with traditional HMA monotherapy.

Objective:To investigate the effectiveness and safety of the VA regimen, which combines venetoclax with azacitidine in the treatment of patients with newly diagnosed acute myeloid leukemia (AML) who are not suitable candidates for conventional chemotherapy.Methods:In the Department of Hematology at the Second Hospital of Hebei Medical University, 66 AML patients who received venetoclax and azacitidine treatment from May 2020 to March 2022 were the subject of a retrospective study. The complete remission (CR) rate, cCR rate, ORR rate, MRD negative rate, the incidence of adverse events,1-year EFS, and OS were retrospectively analyzed. Patients subgroups with varying ages, ECOG scores, primary and secondary, risk stratifications, and gene mutation were compared for differences in efficacy and survival.Results:The median follow-up was 4.25 (0.9-19.9) months, and the median number of treatment courses was 2 (1–8) cycles. After the first cycle, the cCR rate was 78.8% , and the MRD negative rate was 51.9% . After prolonged treatment, the cCR rate was 81.8% and MRD negative rate was 66.7% . The median EFS and OS, respectively, were13.2 and 15.3 months. Secondary AML showed inferior efficacy and prognosis. IDH1/2 or NPM1 mutation groups had a significantly higher rate of CR than the control group ( P<0.05) . The CR rate and MRD negative rate of patients with rebound thrombocytosis were significantly higher than those without rebound thrombocytosis ( P<0.05) . Those who had epigenetic modification mutations (DNMT3, ASXL1, TET2) were more likely to benefit from ongoing therapy. The most common grade 3 and 4 adverse reactions were neutropenia, thrombocytopenia, and anemia. Conclusions:In real-world patients with newly diagnosed AML who are not candidates for standard chemotherapy, the VA regimen produces rapid deep remission. Primary AML patients, rebound thrombocytosis, IDH1/2, and NPM1 gene mutations are favorable factors for treatment benefit, and adverse reactions were tolerable.

Objective:To explore the clinical characteristics and establish a corresponding prognostic scoring model in patients with early-stage clinical features of hepatitis B-induced acute-on-chronic liver failure (HBV-ACLF).Methods:Clinical characteristics of 725 cases with hepatitis B-related acute-on-chronic hepatic dysfunction (HBV-ACHD) were retrospectively analyzed using Chinese group on the study of severe hepatitis B (COSSH). The independent risk factors associated with 90-day prognosis to establish a prognostic scoring model was analyzed by multivariate Cox regression, and was validated by 500 internal and 390 external HBV-ACHD patients.Results:Among 725 cases with HBV-ACHD, 76.8% were male, 96.8% had cirrhosis base,66.5% had complications of ascites, 4.1% had coagulation failure in respect to organ failure, and 9.2% had 90-day mortality rate. Multivariate Cox regression analysis showed that TBil, WBC and ALP were the best predictors of 90-day mortality rate in HBV-ACHD patients. The established scoring model was COSS-HACHADs = 0.75 × ln(WBC) + 0.57 × ln(TBil)-0.94 × ln(ALP) +10. The area under the receiver operating characteristic curve (AUROC) of subjects was significantly higher than MELD, MELD-Na, CTP and CLIF-C ADs( P < 0.05). An analysis of 500 and 390 cases of internal random selection group and external group had similar verified results. Conclusion:HBV-ACHD patients are a group of people with decompensated cirrhosis combined with small number of organ failure, and the 90-day mortality rate is 9.2%. COSSH-ACHDs have a higher predictive effect on HBV-ACHD patients' 90-day prognosis, and thus provide evidence-based medicine for early clinical diagnosis and treatment.