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.

OBJECTIVE: To observe the effect of electroacupuncture (EA) on the intestinal flora in rats with chronic obstructive pulmonary disease (COPD) and explore its possible mechanism based on the gut-lung axis theory. METHODS: A total of 30 male SD rats of SPF grade were randomly divided into a normal control (NC) group, a model group and an EA group, 10 rats in each one. In the model group and the EA group, COPD model was established by intratracheal instillation of lipopolysaccharide combined with cigarette fumigation. In the EA group, EA was applied at bilateral "Feishu" (BL13) and "Zusanli" (ST36), with disperse-dense waves, in frequency of 4 Hz/20 Hz, current of 1-3 mA, 20 min a time, once a day for 14 days continuously. Before and after modeling, as well as after intervention, body weight was observed; after intervention, the lung function indexes (forced expiratory volume in 0.1 second [FEV_0.1], FEV_0.1/forced vital capacity [FVC]%, forced expiratory volume in 0.3 second [FEV_0.3] and FEV_0.3/FVC%) were measured, serum levels of inflammatory factors (tumor necrosis factor-α[TNF-α], interleukin-6[IL-6], interleukin-1β[IL-1β] and interleukin-10[IL-10]) were detected by ELISA, histopathology of lung and colon tissues was observed by HE staining, the intestinal flora were analyzed by 16S rRNA, and the correlations between lung function and intestinal flora were analyzed. RESULTS: Compared with the NC group, in the COPD group, the body weight and lung function indexes were reduced (P<0.01); the lung and colon tissues were damaged, the mean linear intercept (MLI) of alveolus and inflammatory cell numbers of 100 μm² in lung tissue were increased (P<0.01); the serum levels of TNF-α, IL-6 and IL-1β were increased (P<0.01, P<0.05), and the serum level of IL-10 was decreased (P<0.01); α-diversity indexes of intestinal flora were increased (P<0.01); the relative abundance of Bacteroidetes, Proteobacteria and Oscillospira, Bacteroides, Coprococcus was increased (P<0.01), the relative abundance of Firmicutes, Actinobacteria, Tenericutes, TM7 and Lactobacillus, Allobaculum, Bifidobacterium, YRC22 was decreased (P<0.01, P<0.05); 31 different expressed metabolic pathways were identified between the two groups. Compared with the COPD group, in the EA group, the body weight and lung function indexes were increased (P<0.01); the damage of lung and colon tissues was improved, the MLI of alveolus was decreased (P<0.05); the serum levels of TNF-α, IL-6 and IL-1β were decreased (P<0.05), and the serum level of IL-10 was increased (P<0.05); α-diversity indexes of intestinal flora were decreased (P<0.01); the relative abundance of Bacteroidetes, Proteobacteria and Oscillospira, Bacteroides, Coprococcus was decreased (P<0.01, P<0.05), the relative abundance of Firmicutes, Actinobacteria, Tenericutes, TM7 and Lactobacillus, Allobaculum, Bifidobacterium, YRC22 was increased (P<0.01); 35 different expressed metabolic pathways were identified between the two groups. The lung function was positive related with Actinobacteria, Tenericutes, TM7 and YRC22, and was negative related with Bacteroidetes, Proteobacteria and Oscillospira, Bacteroides, Coprococcus. CONCLUSION EA may ameliorate lung function and tissue injury of COPD by regulating intestinal flora dysbiosis and inflammatory response, suggesting an anti-inflammatory effect mediated via "gut-lung" axis.
Animals ; Pulmonary Disease, Chronic Obstructive/genetics* ; Male ; Electroacupuncture ; Rats ; Rats, Sprague-Dawley ; Lung/metabolism* ; Gastrointestinal Microbiome ; Humans ; Interleukin-6/immunology* ; Tumor Necrosis Factor-alpha/immunology* ; Intestines/microbiology* ; Interleukin-10/immunology*

BACKGROUND:With the further development of minimally invasive concepts,unicompartmental knee arthroplasty has become an important treatment for osteoarthritis of the knee;however,early postoperative pain adversely affects the recovery process,so effective analgesic measures are necessary.Femoral nerve block and cocktail therapy are common analgesic methods for unicompartmental knee arthroplasty,but there is a lack of studies confirming the analgesic effect and safety of their combined application. OBJECTIVE:To investigate the analgesic effect of cocktail therapy combined with femoral nerve block in unicompartmental knee arthroplasty. METHODS:One hundred patients who received unicompartmental knee arthroplasty from October 2021 to January 2023 were selected as the study subjects.They were divided into a control group(n=50)and a study group(n=50)using a random number table method.The femoral nerve block was used in the control group,while cocktail therapy combined with femoral nerve block was used in the study group during unicompartmental knee arthroplasty.Postoperative analgesia effect,analgesic frequency of dezocine injection within 2 days after surgery,motion range of affected knee joint,KSS function scores,and the occurrence of postoperative adverse reactions were compared between the two groups. RESULTS AND CONCLUSION:(1)Visual analog scale scores in the study group were lower than those in the control group at 12,24,and 48 hours after surgery(P<0.05).(2)The analgesic frequency of dezocine in the study group was less than that in the control group within 2 days after surgery(P<0.05).(3)The motion range in the study group was higher than that in the control group 1 and 3 days after surgery(P<0.05).On day 14 after surgery,there was no significant difference in motion range between the two groups(P>0.05).(4)The knee KSS score in the study group was higher than that in the control group at 2 weeks after surgery(P<0.05).There was no statistically significant difference in knee KSS scores between the two groups from 6 weeks to 6 months after surgery(P>0.05).(5)The difference in the occurrence of adverse reactions within 14 days after surgery was not significant between the two groups(P>0.05).(6)These results show that the use of cocktail therapy combined with femoral nerve block in unicompartmental knee arthroplasty can effectively reduce postoperative pain,improve the analgesic effect,reduce the frequency of analgesic drugs,and improve motion range of the early affected knee joint of patients.

Objective To investigate the role and mechanism of urate in chronic kidney disease complicated with renal interstitial fibrosis(CKD-RIF).Methods Mice were continuously fed with a diet containing 0.2％adenine for a duration of 9 weeks to establish mice models with CKD-RIF.By the end of the 9-week experimental periods,collected blood samples from the posterior orbital venous plexus of mice to measure renal functions and serum urate concentrations prior to euthanizing the mice.Hematoxylin-eosin(HE)staining and periodic acid-Schiff staining(PAS)were used to investigate the pathological alternations in kidney tissues.Masson's trichrome staining was used to observe the extent of renal fibrosis.Urate staining was used to detect urate deposition in renal tissues.Western blot and immunohistochemistry were used to detect the expression of target molecules.Scratch tests were used to ex-amine the migration abilities of cells treated with different concentrations of uric acid.Results The kidney function analysis showed that a significant increase in the levels of serum urea nitrogen(P=0.006 4),creatinine(P=0.008 0)and urate(P=0.000 7)in the CKD-RIF mice compared with the normal control group.The results of HE staining and PAS staining showed a significance of renal tubule injury and infiltration of inflammatory cells in the model group.Masson's trichrome staining showed that a marked increase in collagen deposition in the model group.The results of urate staining showed a significant presence of urate crystals in kidney tissue of the model group when compared to the control group.Animal tissue immunoblotting and immunohistochemistry analysis showed a significant increase in the expression levels of vimentin,α-SMA and TGF-β1 in the model group in comparison to the control group.Conversely,in the model group,E-cadherin levels exhibited a dramatic reduction compared to the control group.The findings from the scratching tests showed that uric acid significantly enhanced cell migration.Western blot analysis showed a dramatic increase in the expression levels of vimentin and α-SMA,while E-cadherin exhibited significant decrease in the cells subjected to uric acid treatment.Conclusion Urate stimulates the secre-tion of TGF-β1 by renal tubule epithelial cells and induces epithelial-mesenchymal transdifferentiation,thereby ex-acerbating renal interstitial fibrosis in CKD.

Objective:To establish an epidemiological cut-off value (ECV) for antifungal drugs against Cryptococcus neoformans in East China through a multicenter in vitro drug susceptibility test. Methods:A retrospective collection of 479 clinical isolates of Cryptococcus neoformans was conducted by the East China Invasive Fungal Infection Group (ECIFIG) from January 1, 2017 to December 31, 2022. Mass spectrometry and gene sequencing were used for identification. A unified drug susceptibility testing system was established in the fungal laboratories across three sub centers in Shanghai, Jiangxi, and Jiangsu provinces. Drug susceptibility testings of Cryptococcus neoformans were independently completed in each center after passing consistency evaluation. Epidemiological breakpoints were established against fluconazole, voriconazole, amphotericin B, 5-fluorocytosine, isaconazole, posaconazole and itraconazole following the principles and procedures of the Clinical and Laboratory Standards Institute (CLSI) M57. Results:External consistency evaluation revealed that the minimum inhibitory concentration values ??for all drugs in each center did not differ by more than one dilution gradient. A new ECV type of Cryptococcus neoformans in East China was established, including fluconazole 16 mg/L, voriconazole 0.12 mg/L, amphotericin B 1 mg/L, 5-fluorocytosine 8 mg/L, isavuconazole 0.12 mg/L, posaconazole 0.5 mg/L, and itraconazole 0.5 mg/L. Conclusion:This study preliminarily revealed the drug susceptibility characteristics of clinical Cryptococcus neoformans in East China and established the ECVs for antifungal drugs against Cryptococcus neoformans in the region.

With the progress of society and the continuous improvement of people′s living standards in China, the public′s demand for medical services is becoming increasingly diversified. How to move hospital services forward and improve medical services centered on patients has become a key consideration for hospitals to enhance patients′ sense of medical satisfaction. A certain hospital has established a one-stop patient service hotline, integrating functions such as number inquiry, medical consultation, appointment registration, appointment examination, praise and suggestions, complaint follow-up, etc., injecting a complaint handling management mode, and responding to and solving patient feedback problems in a timely manner. Since the launch of the patient service hotline, it has effectively solved the problems that patients encountered during their visits, effectively reduced the hospital′s complaint rate, and initially formed a service closed-loop management. From March to October 2023, the demand ratio of the 12345 hotline in the hospital has continuously decreased, and was significantly lower than the average level of 22 municipal hospitals in Beijing. In the future, we should further improve the communication skills between doctors and patients, focus on managing appeals and services, and continue to strengthen proactive governance.

To sum up professor Liang Fanrong's clinical experience in treating tinnitus with the theroy of wind.Professor LIANG suggests that pathogenesis of tinnitus is the wind disturbing the ear.Expelling wind and dredging collaterals,harmonizing the middle energizer,and dredging the Governor vessel and brain-strengthening are the basic treatment laws.GB20,SJ17,GB19,SJ21,SI19,GB2,SJ5,SJ3,ST25,RN6,RN12,DU20,DU24,and EX-HN1 compose the foundation of prescription.Selection of acupoints according to syndrome differentiation.Combined with moxibustion treatment.To strengthen the desired sensation with technique of acupuncture manipulation.

Objective: To investigate the role and mechanism of Sigirr deletion in chronic kidney disease complicated with renal interstitial fibrosis (CKD⁃RIF) in mice. Methods: polymerase chain reaction (PCR) was used for identification of gene types of mice. Mice were continuously fed with the foods containing 0. 2% adenine for 12 weeks to establish the CKD⁃RIF models. Then , serum was collected to detect levels of creatinine and nitrogen when mice were killed. H&E staining was used to analyze the pathological changes of kidney tissues. Masson staining was used to observe the degree of renal fibrosis. Immunohistochemistry was used to detect the changes of the interest proteins , such as IL⁃1β , MyD88 , activated NF⁃κB , TGF⁃ β1 , E ⁃cadherin and Vimentin. Results: Serum creatinines and urea nitrogens of mice fed with high adenine (CKD⁃RIF groups) significantly increased , compared with those of the control groups. H&E and Masson staining results showed that there were more infiltrated inflammatory cells and more critical collagen fiber deposition in the renal tissues of the Sigirr - / - mice with CKD⁃RIF. Western blot and Immunohistochemical analysis showed that the expression of IL⁃1β and its downstream MyD88 increased , and the level of phosphorylated NF⁃κB (p⁃P65) significantly increased in the renal tissues of CKD⁃RIF mice compared with the controls. And upregulation of these proteins in renal tissues of Sigirr - / - mice with CKD⁃RIF was more obvious than that of the CKD⁃RIF Sigirr + / + mice. TGF⁃ β1 , as a key cytokine involved in renal interstitial fibrosis , significantly increased ,followed by the increase of vimentin , as well as the decrease of E ⁃cadherin . The results of vimentin and cadherin E detected by Western blot were consistent with those of immunohistochemistry , and α ⁃SMA also increased significantly. Conclusion Adenine diet successfully induces CKD⁃RIF mice models. Sigirr deletion is beneficial to activation of the IL⁃1β mediating NF⁃κB signal pathway ,which promotes TGF⁃ β1 expression in the renal interstitiums to induce renal interstitial fibrosis.

Objective: To explore sex differences in 3D T1texture features in the progression of Alzheimer's disease (AD) and to predict the diagnosis of AD patients of different sex． Methods: Seventy-seven AD patients (34 males and 42 females) ，74 amnestic mild cognitive impairment ( aMCI) patients ( 35 males and 39 females) and 75 healthy controls (HC) (35 males and 40 females) were recruited and high-resolution 3-dimensional T1 structural images were collected． Brain regions closely related to AD brain damage were selected as regions of interest ( ROIs) ，texture feature extraction and feature screening were performed．Analyses were performed by sex，and the support vector machine (SVM) was used for classification and prediction. Results : In the AD vs HC，AD vs aMCI and aMCI VS HC groups by different sex，we obtained some brain regions with relatively high recognition index in different subgroups，and found that there were significant differences between female patients and male patients with high recognition index，and the recognition index of female patients ( area under the curve，accuracy，sensitivity and specificity were generally higher than that of male． Conclusion There are significant sex differences in texture features in AD process，and the classification and prediction ability of texture features in female patients is better， suggesting the importance of sex differences in AD research．This study provides some reliable biomarkers for early sex-specific identification of AD，which may be helpful for the early diagnosis and treatment of AD in the future.

Objective:To investigate the relationship between life events, cognitive emotional regulation strategies, neuroticism and depression in pregnant women and the internal mechanism of action.Methods:Short-term longitudinal follow-up design were used in this study.A total of 327 pregnant women in the third trimester of pregnancy were investigated with pregnant women's life events scale, cognitive emotion regulation strategy questionnaire, neuroticism subscale of Chinese big five personality questionaire-short form at T1 time point, and patient health questionnaire 9 were measured after 6 weeks(T2).SPSS 20.0 macro program PROCESS was used to examine the mediating effect of cognitive emotion and the moderating effect of neuroticism.Results:(1) The incidence of depression in the third trimester pregnant women was 12.23%.(2)There was significant positive correlation between the total score of life events in pregnant women(T1) and the total score of non-adaptive cognitive emotional regulation strategies(T1) ( r=0.25, P<0.01).Total neurotic personality(T1) and total depressive mood(T2) were significantly positively correlated ( r=0.46, P<0.01).The total scores of life events(T1) of pregnant women were significantly positively correlated with the total scores of depression(T2) ( r=0.36, P<0.01).(3) The non-adaptive cognitive emotion regulation strategy (T1) played a partial mediating role between life events (T1) and depression (T2).The direct effect (effect size=0.29) and the mediating effect (effect size=0.07) accounted for 80.55% and 19.44% of the total effect (effect size=0.36).(4) Neuroticism regulates the second part of the mediating effect of the mediating model.Specifically, the higher the level of individual neuroticism, the stronger the positive predictive effect of non-adaptive cognitive emotion regulation strategies on maternal depression. Conclusion:Pregnant life events play a role in maternal depression through the mediating role of non-adaptive cognitive emotional regulation strategies and the moderating role of neuroticism.