OBJECTIVE To provide a reference for anticoagulant therapy and pharmaceutical care of the breast cancer patient with pulmonary thromboembolism （PTE） accompanied by multiple comorbidities. METHODS Clinical pharmacists participated in the diagnosis and treatment of a breast cancer patient with PTE accompanied by severe thrombocytopenia and suspected antiphospholipid syndrome secondary to systemic lupus erythematosus， and provided personalized pharmaceutical care as developing individualized anticoagulation plans and monitoring patient bleeding. For the occurrence of PTE， the clinical pharmacist recommended stopping all breast cancer drugs. The clinical pharmacists also cleared that severe thrombocytopenia was not the absolute contraindication for anticoagulant treatment and suggested fondaparinux sodium as the initial anticoagulation regimen. Further， warfarin was recommended as the long-term anticoagulation regimen with a recommended treatment course of at least 3-6 months by the clinical pharmacists. Whether to continue indefinite anticoagulation therapy was based on the results of the antiphospholipid antibodies after 12 weeks combined with the tumor treatment regimen. RESULTS The physicians adopted the advice of the clinical pharmacists. After treatment， the patient’s blood phlegm and anhelation disappeared and the platelets returned to normal. The patient was allowed to be discharged with medication. CONCLUSIONS Taking the “anticoagulation-bleeding” as the starting point， the clinical pharmacists develop individualized medication plans for patients so as to ensure the safety and effectiveness of medication in the patient by providing pharmaceutical care， such as analyzing the causal relationship between breast cancer treatment-related drugs and PTE， assessing the risk of bleeding and thrombus recurrence， and monitoring patients’ bleeding symptoms and signs and coagulation indicators.

OBJECTIVE To provide a reference for anticoagulant therapy and pharmaceutical care of the breast cancer patient with pulmonary thromboembolism （PTE） accompanied by multiple comorbidities. METHODS Clinical pharmacists participated in the diagnosis and treatment of a breast cancer patient with PTE accompanied by severe thrombocytopenia and suspected antiphospholipid syndrome secondary to systemic lupus erythematosus， and provided personalized pharmaceutical care as developing individualized anticoagulation plans and monitoring patient bleeding. For the occurrence of PTE， the clinical pharmacist recommended stopping all breast cancer drugs. The clinical pharmacists also cleared that severe thrombocytopenia was not the absolute contraindication for anticoagulant treatment and suggested fondaparinux sodium as the initial anticoagulation regimen. Further， warfarin was recommended as the long-term anticoagulation regimen with a recommended treatment course of at least 3-6 months by the clinical pharmacists. Whether to continue indefinite anticoagulation therapy was based on the results of the antiphospholipid antibodies after 12 weeks combined with the tumor treatment regimen. RESULTS The physicians adopted the advice of the clinical pharmacists. After treatment， the patient’s blood phlegm and anhelation disappeared and the platelets returned to normal. The patient was allowed to be discharged with medication. CONCLUSIONS Taking the “anticoagulation-bleeding” as the starting point， the clinical pharmacists develop individualized medication plans for patients so as to ensure the safety and effectiveness of medication in the patient by providing pharmaceutical care， such as analyzing the causal relationship between breast cancer treatment-related drugs and PTE， assessing the risk of bleeding and thrombus recurrence， and monitoring patients’ bleeding symptoms and signs and coagulation indicators.

Objective: To conduct a scoping review on the types, construction methods and predictive performance of health literacy prediction models based on machine learning methods, so as to provide the reference for the improvement and application of such models. Methods: Publications on health literacy prediction models conducted using machine learning methods were retrieved from CNKI, Wanfang Data, VIP, PubMed and Web of Science from inception to May 1, 2024. The quality of literature was assessed using the Prediction Model Risk of Bias ASsessment Tool. Basic characteristics, modeling methods, data sources, missing value handling, predictors and predictive performance were reviewed. Results: A total of 524 publications were retrieved, and 22 publications between 2007 and 2024 were finally enrolled. Totally 48 health literacy prediction models were involved, and 25 had a high risk of bias (52.08%), with major issues focusing on missing value handling, predictor selection and model evaluation methods. Modeling methods included regression models, tree-based machine learning methods, support vector machines and neural network models. Predictors primarily encompassed factors at four aspects: individual, interpersonal, organizational and society/policy aspects, with age, educational level, economic status, health status and internet use appearing frequently. Internal validation was conducted in 14 publications, and external validation was conducted in 4 publications. Forty-two models reported the areas under the receiver operating characteristic curve, which ranged from 0.52 to 0.983, indicating good discrimination. Conclusion Health literacy prediction models based on machine learning methods perform well, but have deficiencies in risk of bias, data processing and validation.

ObjectiveBased on analytic hierarchy process（AHP）-criteria importance through intercriteria correlation（CRITIC） hybrid weighting method， grey relational analysis and backpropagation artificial neural network（BP-ANN）， to optimize the water extraction process of Qizhi prescription， so as to provide an experimental basis for optimization of the preparation process of this prescription and the establishment of quality standards. MethodsL₉（3⁴） orthogonal test was employed， and the AHP-CRITIC hybrid weighting method was utilized to determine the weight coefficients of the quality fractions of various components， including astragaloside Ⅳ， polygalaxanthone Ⅲ， calycosin-7-O-β-D-glucoside， tenuifolin， and 3，6′-disinapoylsucrose， as well as the dry extract yield. The comprehensive score of each factor level combination in the orthogonal test were calculated as evaluation indicator to select the optimal extraction process parameters. The effects of extraction times， extraction time， and solvent dosage on the aqueous extraction process of the formula were investigated through intuitive analysis， variance analysis， and grey relational analysis. Meanwhile， a BP-ANN model was established to reverse-predict the optimal extraction process parameters of Qizhi prescription， and the optimized process parameters were validated. ResultsThe weight coefficients of the five index components（astragaloside Ⅳ， tenuifolin， calycosin-7-O-β-D-glucoside， polygalaxanthone Ⅲ， and 3，6′-disinapoylsucrose） and dry extract yield were 25.7%， 20.82%， 16.41%， 12.45%， 15.96% and 8.67%， respectively. The optimized extraction process parameters were extracted 3 times with 8， 6， 6 times the amount of water， each time for 1 h. The network prediction results of BP-ANN test samples were consistent with the orthogonal test results， and the mean square error（MSE） of the predicted and measured values of the network was <1%. The water extraction process of Qizhi prescription analyzed and predicted by relevant mathematical models was stable and feasible， which could effectively improve the extraction efficiency of the active ingredients of Astragali Radix and Polygalae Radix， and the average comprehensive score of the validation test was 90.85 with the relative standard deviation（RSD） of 1.55%. ConclusionThis study establishes a water extraction process for compound Qizhi granules， and the optimized extraction process can effectively improve the extraction efficiency of active ingredients， which provides useful references for the optimization of preparation process and the establishment of quality standards for other clinical experience formulas.

ObjectiveTo investigate the role and mechanism of action of paeoniflorin （PF） in protecting HepG2 cells induced by palmitic acid （PA）. MethodsHepG2 cells were stimulated with PA at a concentration of 250 μmol/L to establish a NAFLD model. Compound C at a concentration of 10 μmol/L was used as an inhibitor， and PF at a concentration of 25 μmol/L was used for intervention. The experiment was divided into normal group （CON group） treated with complete culture medium， model group （MOD group） treated with PA， PF treatment group （MOD+PF group） treated with PA and PF， model+inhibitor group （MOD+COM group） treated with PA and Compound C， and model+inhibitor+PF group （MOD+COM+PF group） treated with PA， Compound C， and PF. Kits were used to measure lipid deposition indicators， liver function parameters， oxidative stress indicators， and inflammation indicators； oil red O staining was used to observe lipid deposition； Western Blot was used to measure the protein expression levels of AMPK， SIRT1， PGC-1α， mTOR， Beclin-1， LC3， and P62 in cells. The one-way analysis of variance was used for comparison of quantitative data between groups， while the Tukey’s test was used for comparison between two groups. ResultsCompared with the MOD group， PF improved the levels of TC and TG （P<0.05）， reduced the levels of ALT， AST， CRP， TNF-α， IL-1β， and IL-6 （P<0.05）， increased the activity of SOD and CAT and the level of GSH， and reduced the level of MDA in cells （all P<0.05）. Oil red O staining showed that PF alleviated lipid deposition in cells. Western blot results showed that compared with the MOD group， PF increased the protein expression levels of p-AMPK， SIRT1， PGC-1α， LC3Ⅱ/LC3Ⅰ， and Beclin-1 and reduced the protein expression levels of p-mTOR and P62 （all P<0.05）. ConclusionPF can inhibit PA-induced oxidative stress and inflammatory response in HepG2 cells， improve lipid deposition， and promote autophagy via the AMPK/SIRT1/PGC-1α/mTOR signaling pathway.

Objective To investigate the population density and seasonal fluctuations of Aedes albopictus in Guangzhou City, Guangdong Province, from 2021 to 2023, so as to provide insights into A. albopictus control and management of dengue fever. Methods The surveillance of A. albopictus density was performed in all surveillance sites assigned across all streets (townships) in Guangzhou City during the period from January to December from 2021 to 2023. The surveillance frequency was twice every half month from May to September, and once every month for the rest of a year. In each surveillance period, A. albopictus mosquito larvae were captured from indoor and outdoor small water containers in residential areas, parks, medical facilities, schools, other government sectors and social organizations, construction sites, special industries and others for mosquito species identification. Adult mosquitoes were captured using electric mosquito suction apparatus for species identification and gender classification. Adult mosquitoes and mosquito eggs were collected with mosquito and egg traps at the breeding and dwelling places of Aedes mosquitoes for identification. The mosquito oviposition index (MOI), Breteau index (BI), adult mosquito density index (ADI) and standard space index (SSI) were calculated. The A. albopictus density was classified into grades 0, 1, 2 and 3 in each surveillance site, with Grade 0 density defined eligible, and the eligible rate of A. albopictus density was calculated at all surveillance sites each year from 2021 to 2023. In addition, the changing trends in MOI, SSI, BI and ADI of A. albopictus were analyzed in Guangzhou City from 2021 to 2023. Results The eligible rates of A. albopictus density were 61.69%, 68.75% and 55.15% in surveillance sites of Guangzhou City from 2021 to 2023 (χ² = 297.712, P < 0.001), and appeared a tendency towards a reduction followed by a rise each year, which gradually reduced since January, maintained at a low level during the period between May and October, and gradually increased from November to December. The MOI, SSI, BI and ADI of A. albopictus all appeared a tendency towards a rise followed by a reduction in Guangzhou City during the period between January and December from 2021 to 2023. The BI of A. albopictus peaked in the first half of June in 2021 (4.03), the first half of July in 2022 (3.89) and the last half of August in 2023 (5.02), and the SSI of A. albopictus peaked in the last half of June in 2021 (0.93), the last half of May in 2022 (0.59), and the last half of June (0.94) and the first half of September in 2023 (1.12). In addition, the MOI of A. albopictus peaked in the first half of May in 2021 (8.64), the first half of June in 2022 (8.96), and the last half of May (10.21) and the last half of June in 2023 (10.89), and the ADI of A. albopictus peaked in the first half of June in 2021 (3.41), the last half of June in 2022 (4.06), and the first half of July in 2023 (3.61). Conclusions The density of A. albopictus is high in Guangzhou City during the period from May to October, and the risk of local outbreak caused by imported dengue fever is high. Persistent intensified surveillance of the density and seasonal fluctuation of A. albopictus is recommended and timely mosquito prevention and control is required according to the fluctuation in the A. albopictus density.

ObjectiveTo develop a scale for evaluating the syndrome of internal retention of dampness and turbidity in nonalcoholic fatty liver disease （NAFLD） that combines disease and syndrome and has the characteristics of traditional Chinese medicine （TCM）. MethodsAn item pool was established for evaluating the syndrome of internal retention of dampness and turbidity in nonalcoholic fatty liver disease （NAFLD） with reference to the guideline for developing international scales. A clinical survey was conducted among the outpatients and inpatients who were diagnosed with NAFLD and had the syndrome of internal retention of dampness and turbidity in Department of Hepatology and Spleen-Stomach， The First Affiliated Hospital of Henan University of Chinese Medicine， from June to August， 2023， and the items were screened based on the classical test theory and the item response theory. An expert questionnaire was developed， and expert discussions were conducted using the Delphi method to identify the items for evaluating the syndrome of internal retention of dampness and turbidity in NAFLD. Finally， the scale was given scientific scores. ResultsA preliminary item pool was established， with 16 primary items and 22 secondary items， and it was divided into the two dimensions of disease and syndrome type. Clinical pre-survey suggested to retain 9 primary items and 14 secondary items， while the Delphi expert questionnaire recommended to retain 11 primary items and 15 secondary items， and tongue manifestation and pulse manifestation were no longer used for assessing the severity of syndrome. After hierarchical analysis and scientific assignment of scores， the scale for evaluating the syndrome of internal retention of dampness and turbidity in NAFLD had a total score of 123 points and 9 important items， i.e.， discomfort in the hypochondrium， abdominal fullness and distension， obesity， heaviness of the head and body， loose stool， anorexia， coughing up phlegm， nausea with a tendency to vomit， and lethargy. ConclusionA preliminary scale is established for evaluating the syndrome of internal retention of dampness and turbidity in NAFLD， which fills the gap in this research field and provides a basis for further clinical application.

ObjectiveThis study sought to investigate the impact of exosomes derived from LoVo cells (LoVo-Exos) in colorectal cancer (CRC) on tumor angiogenesis, as well as to elucidate the potential molecular mechanisms underlying their pro-angiogenic effects. MethodsLoVo-Exos were isolated via ultracentrifugation, and their internalization into recipient human umbilical vein endothelial cells (HUVECs) was visualized using confocal microscopy. The influence of LoVo-Exos on angiogenesis was assessed through an in vitro tube formation assay. Additionally, the pro-angiogenic effects of LoVo-Exos were evaluated in vivo using a matrix gluing assay in mice. To investigate the molecular mechanisms through which LoVo-Exos facilitate angiogenesis, Western blot analysis was employed to examine the transfer of pEGFR by LoVo-Exos into recipient cells. Both Western blot and ELISA were utilized to assess the expression levels of key signaling proteins within the EGFR-ERK pathway, as well as the expression of downstream angiogenic core molecules. Furthermore, the impact of EGFR knockdown and ERK inhibitor treatment on angiogenesis was evaluated, with subsequent analysis of the expression of downstream angiogenic core molecules following these interventions. ResultsConfocal microscopy demonstrated the internalization of LoVo-Exos into HUVECs. In vitro angiogenesis assays further indicated that LoVo-Exos significantly enhanced the formation of tubular structures in HUVECs. Additionally, macroscopic examination of subcutaneous matrix plug formation in mice revealed a substantial increase in vascular-like structures within the matrix plugs following the administration of LoVo-Exos, compared to the PBS control group. Hematoxylin and eosin (HE) staining revealed the presence of erythrocyte-filled microvessels within the matrix plugs combined with LoVo-Exos. Furthermore, immunohistochemical analysis demonstrated the expression of the endothelial cell marker CD31 in these matrix plugs. The presence of CD31-positive cells in the LoVo-Exos-treated matrix plugs was associated with a significant enhancement in the formation of luminal structures. These findings suggest that LoVo-Exos facilitate the in vivo development of vascular-like structures. Subsequent investigations demonstrated that LoVo-Exos facilitated the delivery of pEGFR to HUVEC, thereby enhancing angiogenesis. Conversely, LoVo-Exos with EGFR knockdown exhibited a diminished capacity to promote angiogenesis, an effect that was further attenuated by the ERK phosphorylation inhibitor U0126. Western blot analysis assessing the activation of the EGFR-ERK signaling pathway in HUVEC indicated that LoVo-Exos augmented angiogenesis through the activation of this pathway. Furthermore, analysis of the impact of LoVo-Exos on the expression of downstream angiogenic core molecules revealed an increase in interleukin-8 (IL-8) secretion in HUVEC. The enhancement observed was diminished in LoVo-Exos following EGFR knockdown, and this reduction was counteracted by the ERK phosphorylation inhibitor U0126. ConclusionThe underlying mechanism may involve the delivery of pEGFR in LoVo-Exos to HUVECs, leading to increased IL-8 secretion via the EGFR-ERK signaling pathway, thereby enhancing the angiogenic potential of HUVECs. This finding may offer new insights into the mechanisms underlying cancer metastasis.

Purpose: This study aimed to evaluate the contrast-enhanced ultrasound with Sonazoid (Sonazoid-CEUS) features of hepatocellular carcinoma (HCC) in patients with non-alcoholic fatty liver disease (NAFLD). Methods: In this retrospective study, patients who underwent surgical resection and were histopathologically diagnosed with NAFLD or cirrhosis-related HCC were included. All patients received Sonazoid-CEUS examinations within 1 week prior to hepatic surgery. The enhancement patterns of HCC lesions were evaluated and compared between the two groups according to the current World Federation for Ultrasound in Medicine and Biology guidelines. Multivariate logistic regression analysis was used to assess the correlations between Sonazoid-CEUS enhancement patterns and clinicopathologic characteristics. Results: From March 2022 to April 2023, a total of 151 patients with HCC were included, comprising 72 with NAFLD-related HCC and 79 with hepatitis B virus (HBV) cirrhosis–related HCC. On Sonazoid-CEUS, more than half of the NAFLD-related HCCs exhibited relatively early and mild washout within 60 seconds (54.2%, 39/72), whereas most HBV cirrhosis–related HCCs displayed washout between 60 and 120 seconds (46.8%, 37/79) or after 120 seconds (39.2%, 31/79) (P<0.001). In the patients with NAFLD-related HCC, multivariate analysis revealed that international normalized ratio (odds ratio [OR], 0.002; 95% confidence interval [CI], 0.000 to 0.899; P=0.046) and poor tumor differentiation (OR, 21.930; 95% CI, 1.960 to 245.319; P=0.012) were significantly associated with washout occurring within 60 seconds. Conclusion Characteristic Sonazoid-CEUS features are useful for diagnosing HCC in patients with NAFLD.