Traditional Chinese medicine(TCM) decoction pieces are a core carrier for the inheritance and innovation of TCM, and their quality and safety are critical to public health and the sustainable development of the industry. Conventional quality control models, while having established a well-developed system through long-term practice, still face challenges such as relatively long inspection cycles, insufficient objectivity in characterizing complex traits, and urgent needs for improving the efficiency of integrating multidimensional quality information when confronted with the dual demands of large-scale production and precision quality control. With the rapid development of artificial intelligence, machine learning can deeply analyze multidimensional data of the morphology, spectroscopy, and chemical fingerprints of decoction pieces by constructing high-dimensional feature space analysis models, significantly improving the standardization level and decision-making efficiency of quality evaluation. This article reviews the research progress in the application of machine learning in the processing, production, and rapid quality evaluation of TCM decoction pieces. It further analyzes current challenges in technological implementation and proposes potential solutions, offering theoretical and technical references to advance the digital and intelligent transformation of the industry.
Machine Learning ; Drugs, Chinese Herbal/standards* ; Quality Control ; Medicine, Chinese Traditional/standards* ; Humans

Objective To investigate the relationships of the expression of microRNA-487a-3p (miR-487a-3p) and A kinase-interacting protein 1 (AKIP1) mRNA in the endometrial cancer (EC) tissue with the patient survival within 5 years after surgery. Methods The EC tissue and adjacent normal tissue samples were collected from 130 EC patients who underwent surgical treatment at the Fourth Hospital of Shijiazhuang from September 2016 to April 2019.qRT-PCR was employed to determine the expression levels of miR-487a-3p and AKIP1 mRNA.The patients were followed up for 5 years after surgery to record the survival status.After removal of the patients who missed follow-up,78 surviving patients were recorded as the EC survival group,and 34 deceased patients were recorded as the EC death group.The dual luciferase reporter gene assay was conducted to verify the targeting relationship between miR-487a-3p and AKIP1 mRNA.Comparison was conducted for the expression levels of miR-487a-3p and AKIP1 mRNA between adjacent normal tissue and EC tissue,the expression levels of miR-487a-3p and AKIP1 mRNA in the EC tissue among patients with different clinical pathological parameters,and the clinical pathological parameters and the expression levels of miR-487a-3p and AKIP1 mRNA in the EC tissue between the EC survival group and the EC death group.The correlations of miR-487a-3p and AKIP1 mRNA levels in the EC tissue with the degree of tumor differentiation,International Federation of Gynecology and Obstetrics (FIGO) stage,lymph node metastasis,and depth of muscle invasion were analyzed.The relationships of miR-487a-3p and AKIP1 mRNA with patient prognosis and the risk factors affecting the survival of EC patients within 5 years after surgery were analyzed to evaluate the value of miR-487a-3p and AKIP1 mRNA levels in predicting the survival of EC patients within 5 years after survival. Results The EC tissue showed lower miR-487a-3p level (0.41±0.08 vs. 1.00±0.05;t=71.306,P<0.001) and higher AKIP1 mRNA level (2.35±0.37 vs. 1.00±0.03;t=41.465,P<0.001) than the adjacent normal tissue.The miR-487a-3p low expression group and AKIP1 mRNA high expression group had higher proportions of patients with low tumor differentiation,FIGO stage Ⅲ to Ⅳ,lymph node metastasis,and deep invasion of muscle layer than the miR-487a-3p high expression group and AKIP1 mRNA low expression group,respectively (all P<0.05).The results of dual luciferase reporter gene assay showed that the relative activity of luciferase in the miR-487a-3p small interfering RNA (siRNA)+AKIP1 mRNA-wild type (WT) group was higher than that in the miR-487a-3p empty vector+AKIP1 mRNA-WT group (2.85±0.19 vs. 1.00±0.04;t=23.339,P<0.001).There was no significant difference in the relative activity of luciferase between the miR-487a-3p empty vector+AKIP1 mRNA-mutant type (MUT) group and the miR-487a-3p siRNA+AKIP1 mRNA-MUT group (1.04±0.05 vs. 1.05±0.03;t=0.420,P=0.683).MiR-487a-3p in the EC tissue had negative correlations with AKIP1 mRNA,FIGO stage,lymph node metastasis,and depth of muscle invasion and a positive correlation with the degree of tumor differentiation (all P<0.001).AKIP1 mRNA had positive correlations with FIGO stage,lymph node metastasis,and depth of muscle invasion and a negative correlation with the degree of tumor differentiation (all P<0.001).The 5-year overall survival rates in the miR-487a-3p high expression group and AKIP1 mRNA low expression group (89.47% and 84.91%) were higher than those in the miR-487a-3p low expression group and AKIP1 mRNA high expression group (49.09% and 55.93%),respectively (both P<0.05).The EC death group had higher proportions of patients with low tumor differentiation,FIGO stage Ⅲ to Ⅳ,lymph node metastasis,and deep invasion of muscle layer,higher AKIP1 mRNA level in the EC tissue,and lower miR-487a-3p level than the EC survival group (all P<0.05).Low tumor differentiation,FIGO stage Ⅲ to Ⅳ,lymph node metastasis,deep invasion of muscle layer,low miR-487a-3p level,and high AKIP1 mRNA level were independent risk factors for the survival of EC patients within 5 years after surgery (all P<0.05).The area under curve (AUC) values of miR-487a-3p and AKIP1 mRNA alone (0.785 and 0.789,respectively) were lower than that of their combination (0.908) in predicting the survival of EC patients within 5 years after surgery (both P<0.05). Conclusion The EC tissue has a low miR-487a-3p level and a high AKIP1 mRNA level,both of which are correlated with clinicopathological parameters and prognosis and can be used to predict the survival of EC patients within 5 years after surgery.
Humans ; Female ; Endometrial Neoplasms/pathology* ; MicroRNAs/genetics* ; RNA, Messenger/genetics* ; Adaptor Proteins, Signal Transducing/genetics* ; Middle Aged ; Survival Rate ; Nuclear Proteins

Background Workers engaged in benzene-exposed or benzene-containing solvent-exposed operations in China are predominantly subjected to a low concentration of benzene series compounds, and prolonged exposure to low concentrations of benzene, toluene, and xylene (BTX) may have implications for blood pressure. Objective To investigate the influence of low-concentration BTX exposure on the blood pressure of workers, aiming to provide a basis for enterprises to devise associated health management strategies to mitigate the occurrence of hypertension among workers exposed to low concentrations of BTX. Methods Using a cross-sectional design, 884 workers from a petroleum refining enterprise in Hainan who participated in an occupational health examination in 2022 were selected as the study population, and were divided into an exposure group of 649 workers and a control group of 235 workers based on their reporting of BTX exposure or not. Data on workplace BTX concentrations and health examinations of the study subjects were collected and questionnaires were administered. In addition, S-phenylmercapturic acid (S-PMA), hippuric acid (HA), and methyl hippuric acid (MHA, including the three isomers 2-MHA, 3-MHA, and 4-MHA) were measured in the urine of the workers using high-performance liquid chromatography-tandem triple quadrupole mass spectrometry to assess internal BTX burden. The effects of low-concentration BTX exposure on blood pressure were analyzed. Results In 2022, the concentrations of benzene, toluene, and xylene of all monitoring points did not exceeded the national limits by either time-weighted average (TWA) or short-term exposure limit (STEL), indicating low-concentration BTX exposure. Regarding the internal burden of BTX, the concentrations of benzene metabolite S-PMA, toluene metabolite HA, and xylene metabolites 3-MHA and 4-MHA in the urine samples in the exposure group were higher than those in the control group (P < 0.05). The correlation analysis showed a positive correlation between urinary S-PMA concentration and diastolic blood pressure in the workers (r=0.265, P < 0.05). Differences in systolic and diastolic blood pressure distributions were statistically significant among workers grouped by sex, age, work years, educational levels, monthly income, body mass index (BMI), alcohol use, dietary oil, and types of residential address (P < 0.05). Significant differences in systolic blood pressure distribution were observed among workers by smoking status and levels of labor intensity (P < 0.05). Compared with the control group, the workers in the exposure group exhibited a significant increase in diastolic blood pressure (P < 0.05). The results of multiple linear regression showed that age, sex, and BMI had statistically significant effects on systolic blood pressure (P < 0.05), while age, work years, and BMI had statistically significant effects on diastolic blood pressure (P < 0.05). The systolic blood pressure of age > 35 years, male, overweight and obese workers was significantly higher than that of age ≤ 35 years, female, and underweight workers, and the diastolic blood pressure of age > 35 years, work years > 5 years, and obese workers was higher than age ≤35 years, ≤5 years of service, and underweight workers. Low-concentration BTX exposure was one of the main influencing factors for elevated diastolic blood pressure, and the exposed workers showed a 1.337 mmHg increase in diastolic blood pressure compared to the control group (P < 0.05). Conclusion Low-concentration BTX exposure, work years > 5 years, and obesity may elevate blood pressure among petroleum refininig workers. Regular blood pressure monitoring and enhanced health interventions for this occupational group are warranted.

Objective: To analyze and compare therapy responses, outcomes, and incidence of severe hematologic adverse events of flumatinib and imatinib in patients newly diagnosed with chronic phase chronic myeloid leukemia (CML) . Methods: Data of patients with chronic phase CML diagnosed between January 2006 and November 2022 from 76 centers, aged ≥18 years, and received initial flumatinib or imatinib therapy within 6 months after diagnosis in China were retrospectively interrogated. Propensity score matching (PSM) analysis was performed to reduce the bias of the initial TKI selection, and the therapy responses and outcomes of patients receiving initial flumatinib or imatinib therapy were compared. Results: A total of 4 833 adult patients with CML receiving initial imatinib (n=4 380) or flumatinib (n=453) therapy were included in the study. In the imatinib cohort, the median follow-up time was 54 [interquartile range (IQR), 31-85] months, and the 7-year cumulative incidences of CCyR, MMR, MR(4), and MR(4.5) were 95.2%, 88.4%, 78.3%, and 63.0%, respectively. The 7-year FFS, PFS, and OS rates were 71.8%, 93.0%, and 96.9%, respectively. With the median follow-up of 18 (IQR, 13-25) months in the flumatinib cohort, the 2-year cumulative incidences of CCyR, MMR, MR(4), and MR(4.5) were 95.4%, 86.5%, 58.4%, and 46.6%, respectively. The 2-year FFS, PFS, and OS rates were 80.1%, 95.0%, and 99.5%, respectively. The PSM analysis indicated that patients receiving initial flumatinib therapy had significantly higher cumulative incidences of CCyR, MMR, MR(4), and MR(4.5) and higher probabilities of FFS than those receiving the initial imatinib therapy (all P<0.001), whereas the PFS (P=0.230) and OS (P=0.268) were comparable between the two cohorts. The incidence of severe hematologic adverse events (grade≥Ⅲ) was comparable in the two cohorts. Conclusion: Patients receiving initial flumatinib therapy had higher cumulative incidences of therapy responses and higher probability of FFS than those receiving initial imatinib therapy, whereas the incidence of severe hematologic adverse events was comparable between the two cohorts.
Adult ; Humans ; Adolescent ; Imatinib Mesylate/adverse effects* ; Incidence ; Antineoplastic Agents/adverse effects* ; Retrospective Studies ; Pyrimidines/adverse effects* ; Leukemia, Myelogenous, Chronic, BCR-ABL Positive/drug therapy* ; Treatment Outcome ; Benzamides/adverse effects* ; Leukemia, Myeloid, Chronic-Phase/drug therapy* ; Aminopyridines/therapeutic use* ; Protein Kinase Inhibitors/therapeutic use*

OBJECTIVE: To study the effect of gradient shear stress on platelet aggregation by microfluidic chip Technology. METHODS: Microfluidic chip was used to simulate 80% fixed stenotic microchannel, and the hydrodynamic behavior of the stenotic microchannel model was analyzed by the finite element analysis module of sollidwork software. Microfluidic chip was used to analyze the adhesion and aggregation behavior of platelets in patients with different diseases, and flow cytometry was used to detect expression of the platelet activation marker CD62p. Aspirin, Tirofiban and protocatechuic acid were used to treat the blood, and the adhesion and aggregation of platelets were observed by fluorescence microscope. RESULTS: The gradient fluid shear rate produced by the stenosis model of microfluidic chip could induce platelet aggregation, and the degree of platelet adhesion and aggregation increased with the increase of shear rate within a certain range of shear rate. The effect of platelet aggregation in patients with arterial thrombotic diseases were significantly higher than normal group (P<0.05), and the effect of platelet aggregation in patients with myelodysplastic disease was lower than normal group (P<0.05). CONCLUSION The microfluidic chip analysis technology can accurately analyze and evaluate the platelet adhesion and aggregation effects of various thrombotic diseases unde the environment of the shear rate, and is helpful for auxiliary diagnosis of clinical thrombotic diseases.
Humans ; Microfluidics ; Platelet Adhesiveness ; Platelet Aggregation ; Blood Platelets/metabolism* ; Platelet Aggregation Inhibitors/pharmacology* ; Platelet Activation/physiology* ; Thrombosis

AIM: To evaluate the efficacy and safety of three doses of Conbercept intravitreal injection with panretinal photocoagulation(PRP)followed by EX-PRESS glaucoma shunt implantation on patients with neovascular glaucoma(NVG).METHODS: Prospective study. A total of 37 patients(37 eyes)with NVG from May 2018 to September 2020 were collected. All accepted intravitreal injection of Conbercept and PRP 3-5d later, and accepted EX-PRESS glaucoma shunt implantation within 1wk after surgery. They were randomly divided into the low-dose group(13 eyes), the conventional dose group(12 eyes)and the high-dose group(12 eyes)according to three doses of preoperative Conbercept intravitreal injection, and they were injected with 10mg/mL Conbercept of 0.03, 0.05 and 0.08 mL(0.3, 0.5 and 0.8 mg Conbercept contained)respectively. The regression of iris and angle neovascularization(NV)after intravitreal injection was observed in the three groups, and postoperative intraocular pressure(IOP), best corrected visual acuity(BCVA)and complications were compared among the three groups.RESULTS: All patients completed follow-up. Cases with NV regression of iris and angle in the high-dose group were significantly more than the low-dose group(χ2=0.132, P=0.003)and the conventional dose group(χ2=0.154, P=0.015)3-5d after intravitreal injection. BCVA and IOP of the three groups at 1, 3 and 6mo after surgery were improved compared with those before treatment. IOP of the low-dose group, the conventional dose group and the high-dose group at 12mo after surgery was 14.12±2.63, 13.37±2.18 and 12.15±1.43mmHg, respectively. IOP of the high-dose group was lower than that of the low-dose group and the conventional dose group(all P<0.05). The BCVA of the high-dose group at 12mo after surgery was better than that of the low-dose group and the conventional dose group(all P<0.05). There was no significantly statistical difference in the incidence of postoperative complications at 12mo after surgery among the three groups(PE;0.05).CONCLUSIONS: The intravitreal injection of high-dose(0.8mg)Conbercept combined with PRP and EX-PRESS glaucoma shunt implantation has particularly significant clinical effect on the treatment of NVG.

OBJECTIVE: To investigate herpes zoster reactivation induced by arsenic in patients with acute promyelocytic leukemia (APL). METHODS: The clinical data of 212 patients with APL treated in the Department of Hematology of the First Affiliated Hospital of Xi'an Jiaotong University from 2008 to 2019 were retrospectively analyzed to observe the activation of varicella zoster virus induced by arsenic. Kaplan-Meier analysis, chi-square test, and boxplot were used to analyze and describe the cumulative dose of arsenic and the time from the beginning of arsenic treatment to the occurrence of herpes zoster. RESULTS: Excluding early death cases and early automatic discharge cases, 17 cases developed herpes zoster reactivation in 175 patients with APL treated with arsenic, and the cumulative median dose of arsenic was 6.2(2-12) mg/kg. Precise risk of reactivation of herpes zoster with 10 months in APL patients treated by arsenic was 9.7%. CONCLUSION Arsenic treatment can induce high reactivation rate of herpes zoster virus.
Arsenic ; Herpes Zoster/epidemiology* ; Herpesvirus 3, Human ; Humans ; Leukemia, Promyelocytic, Acute/drug therapy* ; Retrospective Studies

OBJECTIVE: To explore the characteristics of infection in patients with myelodysplastic syndromes (MDS), risk factors of serious infection, and their correlation with curative effect. METHODS: The clinical data of 92 newly diagnosed MDS patients with nosocomial infection from January 2016 to June 2020 in our hospital were retrospectively analyzed. RESULTS: A total of 306 courses of treatment were completed in 92 newly diagnosed MDS patients. The infection rate was the highest in the first course of treatment (84.8%, 78/92), and then decreased gradually. The top three infection sites were lung, upper respiratory tract, and gastrointestinal tract. A total of 90 strains of pathogenic bacteria were detected, of which 33.4% (30/90) were gram-negative bacilli, 23.3% (21/90) were gram-positive cocci, 23.3% (21/90) were fungi, and 20.0% (18/90) were viruses. The serious infection rate among 92 patients with MDS was 22.8% (21/92). Multivariate analysis showed that neutrophil deficiency>7 days (OR=10.875, 95%CI: 2.747-43.051, P=0.001) was an independent risk factor for serious infection in MDS patients. Compared with non-severe infection group, the total effective rate of severe infection group was lower (90.9% vs 63.6%, χ²=4.393, P<0.05). CONCLUSION The infection rate of MDS patients is high in the first course of treatment, and the most common infection site is the lung. Gram-negative bacteria is the most common pathogen. MDS patients with neutrophil deficiency>7 days have a high risk of serious infection and poor efficacy.
Cross Infection ; Gram-Negative Bacteria ; Humans ; Myelodysplastic Syndromes ; Retrospective Studies ; Risk Factors

OBJECTIVE: To establish a based method flow cytometry to identify the antigen Jka in human red blood cells (RBCs) and verify its accuracy. METHODS: A total of 96 blood samples were enrolled in the study randomly from the voluntary blood donors in Shenzhen Blood Center. The RBCs were incubated with IgG anti-Jka primary antibody, and then labeled with the secondary antibody anti-IgG-Alexa Fluor 647. The fluorescence histograms of each sample were obtained by flow cytometry. Serological agglutination test was used to compare the accuracy of flow cytometry in the detecting of antigen Jka, while PCR-SSP and gene sequencing genotyping were used to verify the accuracy of flow cytometry in the detecting of the antigen in human RBCs. RESULTS: The results of flow cytometry for antigen Jka in human RBCs were consistent with those from serological tests. Samples that demonstrated higher serological agglutination intensity also showed higher fluorescence activity, which indicate more stronger of Jka antigen. The sensitivity of flow cytometry was higher than that of serological test; especially in distinguish Jka weak and negative samples. Flow cytometric results of all samples were consistent with the genotyping results, which confirmed the accuracy of flow cytometry. CONCLUSION The study established a new flow cytometry-based method successfully for the identification of Jka antigen of Kidd blood group in human RBCs. The Kidd blood group antigen Jka of different intensities can be accurately distinguished by the technique.
Blood Group Antigens ; Blood Grouping and Crossmatching ; Erythrocytes ; Flow Cytometry ; Humans ; Immunoglobulin G ; Kidd Blood-Group System

OBJECTIVE: To explore the changes of Ⅻ antithrombin (FⅫa-AT), thrombospondin-1 (TSP-1), and lupus anticoagulant (LA) ratio in the peripheral blood factor of patients with systemic lupus erythematosus (SLE) and the clinical value of combined diagnosis of thrombotic events. METHODS: A total of 133 SLE patients treated in Xingtai People's Hospital were selected and divided into simple SLE group (105 cases) and SLE complicated with thrombosis group (28 cases) according to whether thrombotic events occurred, and 102 cases of healthy people in the same period were selected as control. The clinical data of the 3 groups, the level of peripheral blood FⅫa-AT, TSP-1, and LA ratio were compared, the relationship between each peripheral blood index and SLE disease activity index (SLEDAI) score were analyzed. The influencing factors of thrombotic events in SLE patients were analyzed, and the value of each peripheral blood index in the diagnosis of SLE complicated with thrombotic events were evaluated. RESULTS: The proportion of the patients with age ≥60 year, hypertension, and smoking history in SLE complicated with thrombosis group was higher than those in simple SLE group and control group (P＜0.05). The SLEDAI score, peripheral blood FⅫa-AT, TSP-1, LA ratio levels of the patients in SLE complicated with thrombosis group were significantly higher than those in simple SLE group and control group, and the simple SLE group was significantly higher than the control group (P＜0.05). FⅫa-AT, TSP-1, LA ratio in peripheral blood of SLE patients were positively correlated with SLEDAI score (r=0.663, 0.578 and 0.625). Age, blood pressure, smoking history, peripheral blood FⅫa-AT, TSP-1, LA ratio were the important influencing factors of thrombotic events in SLE patients (P＜0.05). The AUC diagnosed by the FⅫa-AT, TSP-1, and LA ratio in peripheral blood was 0.881, the 95% CI was 0.813-0.931, the sensitivity was 82.14%, and the specificity was 91.43%, which was superior to each index alone (P＜0.05). CONCLUSION Peripheral blood FⅫa-AT, TSP-1, LA ratio level changes in SLE patients are significantly related to disease activity, and the combined diagnosis of thrombotic events is more reliable.
Humans ; Lupus Erythematosus, Systemic/complications* ; Risk Factors ; Thrombosis/etiology* ; Thrombospondin 1