ObjectiveTo investigate the effect of the nitroglycerin-controlled low central venous pressure （CLCVP） technique on brain metabolic markers and cerebral blood oxygen saturation in patients undergoing laparoscopic hepatectomy for liver cancer， and to reduce the risk of neurological complications. MethodsA total of 105 patients who underwent elective laparoscopic hepatectomy for liver cancer in Haikou Hospital Affiliated to Xiangya Hospital of Central South University from April 2020 to May 2023 were enrolled and randomly divided into CLCVP group with 54 patients and non-CLCVP group with 51 patients. The patients in the CLCVP group were treated with the nitroglycerin CLCVP technique during surgery， while those in the non-CLCVP group were given conventional surgical treatment. The two groups were compared in terms of the following indicators： perioperative indicators； hemodynamic parameters and cerebral oxygen metabolism before anesthesia induction （T0）， at 5 minutes after anesthesia induction （T1）， at 5 minutes after the beginning of liver parenchyma dissection （T2）， at 5 minutes after the end of hepatectomy （T3）， and immediately after the end of surgery （T4）； the changes in liver function parameters after surgery； the incidence rate of adverse reactions. The independent-samples t test was used for comparison of continuous data between two groups， and the chi-square test was used for comparison of categorical data between two groups； the analysis of variance with repeated measures was used for comparison between multiple time points. ResultsCompared with the non-CLCVP group， the CLCVP group had significantly lower intraoperative blood loss and intraoperative fluid infusion volume （t=5.408 and 7.220， both P<0.05）， while there were no significant differences between the two groups in time of operation， anesthesia time， extubation time， resuscitation time and intraoperative urine volume （all P>0.05）. Compared with the data at T0， both groups had significant reductions in mean arterial pressure， heart rate， and central venous pressure during surgery （all P<0.05）， and compared with the non-CLCVP group， the CLCVP group had significantly lower mean arterial pressure and central venous pressure （P<0.05） and a significantly higher heart rate （P<0.05） at T2 and T3. Compared with the data at T0， both groups had a significant reduction in Ca-jvDO₂ at T2‍ ‍—‍ ‍T4 time points （all P<0.05）， while there was no significant difference in Ca-jvDO₂ between the two groups at each time point （all P>0.05）. Compared with the data at T0， the CLCVP group had a significant reduction in rSO₂ at T2‍ ‍—‍ ‍T4 time points （all P<0.05）， and the CLCVP group had a significantly lower level of rSO₂ than the non-CLCVP group at T2‍ ‍—‍ ‍T3 time points （both P<0.05）； there were no significant changes in CERO₂ and Djv-aBL in either group at each time point （all P>0.05）. At 3 and 7 days after surgery， both groups had significant increases in the liver function parameters of aspartate aminotransferase （AST）， alanine aminotransferase （ALT）， and total bilirubin （TBil） （all P<0.05）， and the CLCVP group had significantly lower levels of AST and ALT than the non-CLCVP group （all P<0.05）； there was no significant difference in TBil between the two groups at each time point （all P>0.05）. There was no significant difference in the incidence rate of perioperative complications between the two groups （χ²=0.729， P=0.394）. ConclusionThe application of the nitroglycerin CLCVP technique in laparoscopic hepatectomy for liver cancer can reduce the amount of intraoperative blood loss in patients， but it is necessary to further enhance the monitoring of cerebral blood oxygen saturation during surgery， so as to reduce the risk of neurological complications as much as possible.

Acute pancreatitis （AP） is a gastrointestinal disease that requires early intervention， and when it progresses to moderate-severe AP （MSAP） or severe AP （SAP）， there will be a significant increase in the mortality rate of patients. Machine learning （ML） has achieved great success in the early prediction of AP using clinical data with the help of its powerful computational and learning capabilities. This article reviews the research advances in ML in predicting the severity， complications， and death of AP， so as to provide a theoretical basis and new insights for clinical diagnosis and treatment of AP through artificial intelligence.

OBJECTIVE: To establish a machine learning model based on extreme gradient boosting (XGBoost) algorithm for early prediction of severe acute pancreatitis (SAP), and explore its predictive efficiency. METHODS: A retrospective cohort study was conducted. The patients with acute pancreatitis (AP) who admitted to the First Affiliated Hospital of Soochow University, the Second Affiliated Hospital of Soochow University and Changshu Hospital Affiliated to Soochow University from January 1, 2020 to December 31, 2021 were enrolled. Demography information, etiology, past history, and clinical indicators and imaging data within 48 hours of admission were collected according to the medical record system and image system, and the modified CT severity index (MCTSI), Ranson score, bedside index for severity in acute pancreatitis (BISAP) and acute pancreatitis risk score (SABP) were calculated. The data sets of the First Affiliated Hospital of Soochow University and Changshu Hospital Affiliated to Soochow University were randomly divided into training set and validation set according to 8 : 2. Based on XGBoost algorithm, the SAP prediction model was constructed on the basis of hyperparameter adjustment by 5-fold cross validation and loss function. The data set of the Second Affiliated Hospital of Soochow University was served as independent test set. The predictive efficacy of the XGBoost model was evaluated by drawing the receiver operator characteristic curve (ROC curve), and compared it with the traditional AP related severity score; variable importance ranking diagram and Shapley additive explanation (SHAP) diagram were drawn to visually explain the model. RESULTS: A total of 1 183 AP patients were enrolled finally, of which 129 (10.9%) developed SAP. Among the patients from the First Affiliated Hospital of Soochow University and Changshu Hospital Affiliated to Soochow University, there were 786 patients in the training set and 197 in the validation set; 200 patients from the Second Affiliated Hospital of Soochow University were used as the test set. Analysis of all three datasets showed that patients who advanced to SAP exhibited pathological manifestation such as abnormal respiratory function, coagulation function, liver and kidney function, and lipid metabolism. Based on the XGBoost algorithm, an SAP prediction model was constructed, and ROC curve analysis showed that the accuracy for prediction of SAP reached 0.830, the area under the ROC curve (AUC) was 0.927, which was significantly improved compared with the traditional scoring systems including MCTSI, Ranson, BISAP and SABP, the accuracy was 0.610, 0.690, 0.763, 0.625, and the AUC was 0.689, 0.631, 0.875, and 0.770, respectively. The feature importance analysis based on the XGBoost model showed that the top ten items ranked by the importance of model features were admission pleural effusion (0.119), albumin (Alb, 0.049), triglycerides (TG, 0.036), Ca²⁺ (0.034), prothrombin time (PT, 0.031), systemic inflammatory response syndrome (SIRS, 0.031), C-reactive protein (CRP, 0.031), platelet count (PLT, 0.030), lactate dehydrogenase (LDH, 0.029), and alkaline phosphatase (ALP, 0.028). The above indicators were of great significance for the XGBoost model to predict SAP. The SHAP contribution analysis based on the XGBoost model showed that the risk of SAP increased significantly when patients had pleural effusion and decreased Alb. CONCLUSIONS A SAP prediction scoring system was established based on the machine automatic learning XGBoost algorithm, which can predict the SAP risk of patients within 48 hours of admission with good accuracy.
Humans ; Pancreatitis ; Acute Disease ; Retrospective Studies ; Hospitalization ; Algorithms

Objective:To explore the differences of attention bias performance between patients with heroin dependence in methadone maintenance treatment(MMT) and healthy controls.Methods:A total of 38 heroin dependent patients in the Fourth People's Hospital of Huainan from January 2018 to September 2018 were selected as MMTgroup, and 32 gender-and age-matched healthy controls were selected as healthy control(HC) group.The attention bias was evaluated by Emotional Stroop Task, and the difference between the two groups was compared.Results:The error number of the herion-related words in Emotional Stroop Task of MMT group was lower than that of HC group[0.75(2, 5) vs.1(0, 2)], the difference was statistically significant( Z=-2.184, P=0.029). The number of errors in point and neutral words and reaction time of point, neutral word and clue word had no statistically significant differences between MMT group and HC group[1(0, 4) vs.1(0, 2); 3(2, 5) vs.2(2, 3); (1 055.14±303.50)ms vs.(985.40±173.71)ms, (1 126.89±347.82)ms vs.(1 022.76± 173.62)ms; (1 188.53±371.80)ms vs.(1 113.23±225.11)ms]( Z=-1.331, P=0.183; Z=-1.723, P=0.085; t=1.150, P=0.254; t=1.539, P=0.129; t=1.001, P=0.320). There were no statistically significant differences in attention bias influenced by the dosage and duration of methadone between MMT group and HC group(all P>0.05). Conclusion:These results demonstrate that heroin dependence patients in MMT have attentional bias in heroin-related words.Methadone has no effect on attention bias in patients with heroin dependence during maintenance treatment intervention.

Objective To understand the status of service contract signing conducted by primary medical and health institutions.Methods A questionnaire survey and in-depth interview methods were used to study the service contract signing at primary health care institutions.Results The contract signing rate of the institutions surveyed was 1 9.1%,and valid contract signing rate was 76%.Senior people above 65 years old accounted for 33.5% of those signers,while hypertension patients accounted for 1 9.5% and diabetes patients for 10.6%.Interviews to the general practitioners team at the primary health institutions found that main factors affecting residents′ intention to sign were drug availability, attraction for signing the services,treatment habits among others.Interviews to the staff the primary health institutions found that contracted services are facing such difficulties as medical staff shortage,lack of motivation,lack of competence among others.Interviews to leaders of the primary health institutions found that the lack of publicity and support of medical insurance also has great influence to service contract signing.Conclusions The enthusiasm of general practitioners and residents to sign up for the service remains to be improved.

Objective:To investigate the effects of sign-contract services on hypertension patient disease control and the satisfaction of medical staff. Methods:a face-to-face questionnaire survey was conducted among hypertension patients selected from 20 primary health centers in 10 provinces in China. Results:This paper collected 1 ,881 valid questionnaires, and the average age of the population was 65. 72 ± 10. 88. Respondents that received sign-contract services accounted for 53. 88%, and there was no difference between patients who signed the service contract and who did not in terms of demographics. In self-reporting of blood pressure controls, respondents who signed the service contract, aged 40~50 years old, enjoyed the free medical care, preferred to seek medical services from primary a-gencies ( i. e. community health centers and township hospitals) for minor illnesses, controlled their blood pressure better ( P<0. 05 ) . Respondents enjoyed the civil resident medical insurance, preferred to seek medical care from community health centers for minor illnesses and signed the service contract were more likely to be satisfied with their medical practitioner (P<0. 05). After adjusting for age, gender, education level, medical insurance style, patient willingness to seek medical care for minor illnesses, signing service contracts was found to be an independent factor both associated with blood pressure self-control and attitudes towards medical service providers, with the odds ratio of 3. 007 (95%CI:2. 572 -3. 517) and 1. 814 (95%CI: 1. 563 -2. 105) respectively. Conclusion: Contracts are correlated with blood pressure control and satisfaction toward medical practitioners, which means that patients who signed the service contract control their blood pressure better and are more satisfied with their medical deliverers.

Objective To investigate the efficacy and safety of domestic oseltamivir in patients with influenza. Methods A randomized, single-blinded, controlled clinical trial was performed.Patients in the study group received domestic oseltamivir, while the patients in control group received foreign oseltamivir. The doses were both 75 mg every time, twice a day. The treatment durations in both groups were 5 days. Chi square test was performed to compare baseline characteristics and the difference of side effects. Paired t test was used to compare the efficacy. Results Two hundred and nine patients were enrolled in this study (98 cases in study group. 111 cases in control group). The trend in body temperature change was similar in the two groups (t = 0. 061, P>0. 05). The score of symptom severity decreased more quickly in patients treated with foreign oseltamivir compared to those treated with domestic oseltamivir during the period from 24 h to 48 h. However, the difference between the two groups diminished gradually and was not statistically significant at 72 h (t=0. 875,P>0. 05). The safety of the domestic and foreign oseltamivir were comparable(X2 = 0. 197,P>0. 05). Conclusion The domestic oseltamivir is as effective and safe as the foreign oseltamivir.

Objective To investigate the clinical value of mean channel of neutrophil volume (MNV), mean channel of neutrophil conductivity (MNC) and mean channel of neutrophil scatter (MNS) in predicting acute bacterial infection.Methods Peripheral blood samples from 112 patients with positive blood cultures for bacteria,70 healthy subjects and 45 non-infectious subjects with high white blood cell count(WBC) were studied using the Coulter LH 750 hematology analyzer.MNV, MNC, MNS and neutrophil volume distribution width (NDW) were retrospectively analyzed and compared with total WBC, percentage of neutrophils,neutrophil left-shift and CRP.112 blood bacterial infections were grouped according to WBC count (A:WBC ＜11.0×109 /L;B:11.0×109/L≤WBC＜15.0×109 /L;C:WBC≥15.0×109 /L) and neutrophil rate (NE ＜ 0.85 and NE ≥ 0.85 ).Results MNV and NDW increased significantly in septic patients (154.17 ± 10.08,24.36 ± 4.14 ) compared with those of healthy control group (142.09 ± 4.13,19.04 ± 1.97) and non-infectious patients with high WBC group ( 150.63 ± 8.14,20.19 ± 4.73 ).There was statistically significant difference (F value were 20.738 and 28.190 respectively,P ＜ 0.01 ). On the contrary, MNS decreased significantly in septic patients (137.15 ± 7.61 ) compared with that of healthy group (144.51±4.36) and nonspetic patients with high WBC group (142.45±7.11) ,there was significant statistical difference (F=5.217,P＜0.01).The MNV, NDW and MNS of A group were 148.09±5.76,22.39±1.97,140.07±6.11 respectively.The MNV, NDW and MNS of B group were 152.83±5.75,24.14±1.35,141.44±5.35 respectively.The MNV, NDW and MNS of C group were 164.28±6.49,29.42±5.93,134.27±9.61 respectively. There was statistically significant difference compared with healthy group (F value were 24.720,31.642,7.931, P ＜ 0.01).The MNV, NDW and MNS in the group with NE ＜0.85 were 149.17±9.06,22.59±2.73,141.19±4.34 respectively.The MNV, NDW and MNS in the group with NE≥0.85 group were 159.03±10.23,27.64±4.51,135.62 ± 8.95 respectively.There was statistically significant difference compared with healthy group ( F value was 23.970,51.309,19.792,P＜0.01).With a cut-off of 150 for the MNV, a specificity of 90% and sensitivity of 70% were achieved.NDW was associated with neutrophil left-shift (r=0.33,P＜0.01).With a cut-off of 23 for the NDW, a specificity of 100% and a sensitivity of 72% were achieved.The sensitivity of the MNV and NDW was better than total white blood cells count (with a cut-off≥ 11.0×109 /L, the sensitivity was 57% ), percentage of neutrophils( with a cut-off≥0.85, the sensitivity was 44% ) and neutrophil shift to left ( with a cut-off ＞5%, the sensitivity was 66% ) and CRP (with a cut-off ≥10 mg/L, the sensitivity was 65% ).Conclusions The MNV and NDW of the neutrophil can reflect the morphologic change of neutrophil sensitively and specificialy in acute infection. As quantitative, objective and more sensitive parameters, MNV and NDW may have a potential role for predicting the acute bacterial infection.

OBJECTIVETo study the effects of focal adhesion kinase (FAK) phosphorylation on smooth muscle cells (SMCs) adhesion and migration stimulated by fibronectin.

METHODSAdhesion and migration of cultured SMCs were stimulated by different concentrations of fibronectin (FN), FAK and its phosphorylation were detected by immunoprecipitation and Western blot. FAK antisense oligodeoxynucleotides (ODNs) were transfected into SMCs by cationic lipid to investigate its modulatory effects on tyrosine phosphorylation. SMCs adhesion and migration were also measured by morphological enumeration and modified Boyden Chambers, respectively.

RESULTSFAK were expressed when SMCs adhesion and migration were successfully simulated by different concentrations of FN. FAK phosphorylation were detected only at 20 microg/ml FN or more. FAK antisense ODNs were transfected efficiently by cationic lipid and FAK phosphorylation was inhibited substantially. The SMCs migration rate in the 5 - 60 microg/ml FN groups was reduced by 17.89% - 27.67%. Cell migration stimulated by FN at 10, 20, 40 and 60 microg/ml were reduced by 23.26%, 21.63%, 19.31% and 17.88%, respectively (P < 0.05).

CONCLUSIONSFAK phosphorylation and FAK-mediated signal transduction play important roles in SMCs adhesion and migration stimulated by ECM. The process can be inhibited effectively by FAK antisense ODNs.

Animals ; Cell Adhesion ; drug effects ; Cell Movement ; drug effects ; Cells, Cultured ; DNA, Antisense ; genetics ; physiology ; Dose-Response Relationship, Drug ; Enzyme Activation ; drug effects ; Fibronectins ; pharmacology ; Focal Adhesion Kinase 1 ; Focal Adhesion Protein-Tyrosine Kinases ; Muscle, Smooth, Vascular ; cytology ; drug effects ; Phosphorylation ; drug effects ; Protein-Tyrosine Kinases ; genetics ; metabolism ; Rats ; Transfection

Objective To evaluate the efficiency of the township health centers with the appropriate use of data envelope analysis (DEA) so as to provide methodological basis for such evaluation. Methods The composite indexes of the township health centers medical and preventive service output were designed by means of service equivalent and expert consultation and the township health centers relative efficiency scores were calculated by means of DEA. Results There were 9 units where DEA was effective, accounting for 5 4% of all the units, and the township health centers DEA scores took a downward turn year by year. Conclusion ① By developing the composite indexes of the township health centers service output, the present study has put more preventive and medical service output information in the DEA output index system. ② The overall efficiency of the township health centers is pretty low and is moreover taking a downward turn year by year.