Objective To explore the value of improved ResNet18 lightweight deep learning(DL)models for automatically detecting gouty arthritis(GA)based on ultrasonogram of the first metatarsophalangeal joint(MTP1).Methods A total of 2 401 ultrasonograms obtained from 260 patients with suspected gout who underwent MTP1 ultrasound examination were included and divided into training set(1 910 ultrasonograms from 209 cases)and test set(491 ultrasonograms from 51 cases)at the ratio of 4∶1.GA lesions on ultrasonograms were manually labeled.After preprocessing,ResNet18 lightweight network was used to construct DL models for identifying the ultrasonogram category was normal or abnormal(with any manifestation of GA).Five-fold cross-validation method was adopted to evaluate the efficacy of the DL models constructed with 2,3,4 or 6 residual blocks,i.e.model 1,2,3 and 4,respectively,and the computational cost and the amount of parameters of each model were recorded.The efficacy of the models were verified using test set,and the best DL model was screened.Results The computational cost of model 1,2,3 and 4 was 7 558.27,2 963.73,4 012.33 and 6 093.39 M,respectively,while the amount of parameters was 4.61,4.91,4.91 and 5.28 M,respectively.Model 2 had the least computational cost with parameters only slightly more than model 1.In test set,no significant difference of accuracy nor the area under the curve was found among 4 models(all P＞0.05).The sensitivity of model 2 was higher than that of model 3,while its specificity was lower only than that of model 3(both P＜0.05),hence model 2 was the best DL model.Conclusion Improved ResNet18 lightweight DL models could be used for automatically detecting GA based on ultrasonogram of MTP1,among which model 2 was the best one.

Objective To explore the value of improved ResNet18 lightweight deep learning(DL)models for automatically detecting gouty arthritis(GA)based on ultrasonogram of the first metatarsophalangeal joint(MTP1).Methods A total of 2 401 ultrasonograms obtained from 260 patients with suspected gout who underwent MTP1 ultrasound examination were included and divided into training set(1 910 ultrasonograms from 209 cases)and test set(491 ultrasonograms from 51 cases)at the ratio of 4∶1.GA lesions on ultrasonograms were manually labeled.After preprocessing,ResNet18 lightweight network was used to construct DL models for identifying the ultrasonogram category was normal or abnormal(with any manifestation of GA).Five-fold cross-validation method was adopted to evaluate the efficacy of the DL models constructed with 2,3,4 or 6 residual blocks,i.e.model 1,2,3 and 4,respectively,and the computational cost and the amount of parameters of each model were recorded.The efficacy of the models were verified using test set,and the best DL model was screened.Results The computational cost of model 1,2,3 and 4 was 7 558.27,2 963.73,4 012.33 and 6 093.39 M,respectively,while the amount of parameters was 4.61,4.91,4.91 and 5.28 M,respectively.Model 2 had the least computational cost with parameters only slightly more than model 1.In test set,no significant difference of accuracy nor the area under the curve was found among 4 models(all P＞0.05).The sensitivity of model 2 was higher than that of model 3,while its specificity was lower only than that of model 3(both P＜0.05),hence model 2 was the best DL model.Conclusion Improved ResNet18 lightweight DL models could be used for automatically detecting GA based on ultrasonogram of MTP1,among which model 2 was the best one.

Objective:Rejection remains the most important factor limiting the survival of transplanted kidneys.Although a pathological biopsy of the transplanted kidney is the gold standard for diagnosing rejection,its limitations prevent it from being used as a routine monitoring method.Recently,peripheral blood lymphocyte subpopulation testing has become an important means of assessing the body's immune system,however,its application value and strategy in the field of kidney transplantation need further exploration.Additionally,the development and utilization of routine test parameters are also important methods for exploring diagnostic strategies and predictive models for kidney transplant diseases.This study aims to explore the correlation between peripheral blood lymphocyte subpopulations and T cell-mediated rejection(TCMR)and antibody-mediated rejection(ABMR),as well as their diagnostic value,in conjunction with routine blood tests. Methods:A total of 154 kidney transplant recipients,who met the inclusion and exclusion criteria and were treated at the Second Xiangya Hospital of Central South University from January to December,2021,were selected as the study subjects.They were assigned into a stable group,a TCMR group,and an ABMR group,based on the occurrence and type of rejection.The basic and clinical data of these recipients were retrospectively analyzed and compared among the 3 groups.The transplant kidney function,routine blood tests,and peripheral blood lymphocyte subpopulation data of the TCMR group and the ABMR group before rejection treatment were compared with those of the stable group. Results:The stable,TCMR group,and ABMR group showed no statistically significant differences in immunosuppressive maintenance regimens or sources of transplanted kidneys(all P>0.05).However,the post-transplant duration was significantly longer in the ABMR group compared with the stable group(P<0.001)and the TCMR group(P<0.05).Regarding kidney function,serum creatinine levels in the ABMR group were higher than in the stable group and the TCMR group(both P<0.01),with the TCMR group also showing higher levels than the stable group(P<0.01).Both TCMR and ABMR groups had significantly higher blood urea nitrogen levels than the stable group(P<0.01),with no statistically significant difference between TCMR and ABMR groups(P>0.05).The estimated glomerular filtration rate(eGFR)was lower in both TCMR and ABMR groups compared with the stable group(both P<0.01).In routine blood tests,the ABMR group had lower hemoglobin,red blood cell count,and platelet count than the stable group(all P<0.05).The TCMR group had higher neutrophil percentage(P<0.05)and count(P<0.05)than the stable group,and the ABMR group had a higher neutrophil percentage than the stable group(P<0.05).The eosinophil percentage and count in the TCMR group were lower than in the stable and ABMR groups(all P<0.05).Both TCMR and ABMR groups had lower basophil percentage and count,as well as lower lymphocyte percentage and count,compared with the stable group(all P<0.05).There were no significant differences in monocyte percentage and count among the 3 groups(all P>0.05).In lymphocyte subpopulations,the TCMR and ABMR groups had lower counts of CD45+cells and T cells compared with the stable group(all P<0.05).The TCMR group also had lower counts of CD4+T cells,NK cells,and B cells than the stable group(all P<0.05).There were no significant differences in the T cell percentage,CD4+T cell percentage,CD8+T cell percentage and their counts,CD4+/CD8+T cell ratio,NK cell percentage,and B cell percentage among the stable,TCMR,and ABMR groups(all P>0.05). Conclusion:The occurrence of rejection leads to impaired transplant kidney function,accompanied by characteristic changes in some parameters of routine blood tests and peripheral blood lymphocyte subpopulations in kidney transplant recipients.The different characteristics of changes in some parameters of routine blood tests and peripheral blood lymphocyte subpopulations during TCMR and ABMR may help predict and diagnose rejection and differentiate between TCMR and ABMR.

Objective:Compared with long-term renal replacement therapy,kidney transplantation is the ideal treatment for end-stage renal disease(ESRD),significantly extending patient life and improving quality of life.Kidney transplant patients need to adhere to lifelong immunosuppressive medication regimens,but their medication adherence is generally poor compared with other organ transplant recipients.Medication adherence is closely related to medication literacy and psychological status,yet related studies are limited.This study aims to investigate the current status of medication adherence,inner strength,and medication literacy in kidney transplant patients,analyze the relationships among these 3 factors,and explore the mediating role of inner strength in the relationship between medication literacy and medication adherence. Methods:A cross-sectional survey was conducted from March to October 2023 involving 421 patients aged≥18 years who visited kidney transplantation outpatient clinics at 4 tertiary hospitals in Hunan Province.The inner strength,medication literacy,and medication adherence of kidney transplant patients were investigated using the Inner Strength Scale(ISS),the Chinese version of the Medication Literacy Assessment in Spanish and English(MedLitRxSE),and the Chinese version of the Morisky Medication Adherence Scale-8(C-MMAS-8),respectively.Univariate analysis was performed to examine the effects of demographic and clinical data on medication adherence.Correlation analysis was conducted to explore the relationships among medication literacy,medication adherence,and inner strength.Significant variables from univariate and correlation analyses were further analyzed using multiple linear regression,and the mediating effect of inner strength was explored. Results:Among the 421 questionnaires collected,408 were valid,with an effective rate of 96.91％.The scores of C-MMAS-8,MedLitRxSE,and ISS were 6.64±1.16,100.63±14.67,and 8.47±4.03,respectively.Among the 408 patients,only 86(21.08％)patients had a high level of medication adherence,whereas 230(56.37％)patients had a medium level of medication adherence,and 92(22.55％)patients had poor medication adherence.Univariate analysis indicated that the kidney transplant patients'age,marital status,education levels,years since their kidney transplant operation,number of hospitalizations after the kidney transplant,and adverse drug reactions showed significant differences in medication adherence(all P＜0.05).Correlation analysis showed that inner strength positively correlated with both medication literacy(r=0.183,P＜0.001)and medication adherence(r=0.201,P＜0.00l).Additionally,there was a positive correlation between medication adherence and medication literacy(r=0.236,P＜0.00l).Inner strength accounted for 13.22％of the total effect in the mediating role between medication literacy and medication adherence. Conclusion:The level of medication adherence among kidney transplant patients needs improvement,and targeted intervention measures are essential.Inner strength mediates the relationship between medication literacy and medication adherence in these patients.Healthcare professionals should focus on enhancing medication literacy and supporting patients'inner strength to improve medication adherence.

Objective To investigate the effects of pterostilbene on human colon cancer LoVo cells and study the regulatory mechanism of nuclear factor E2-related factor 2(Nrf2)in the process of pterostilbene acting on LoVo cells.Methods LoVo cells were treated with different concentrations(5,10,20,40,60,80,100 panol/L)of pterostilbene.Cell viability,migration,invasion,and apoptosis were examined by CCK-8,scratch,Tran-swell,and TUNEL assays,respectively.The mitochondrial membrane potential was measured by the mitochon-drial membrane potential assay kit with JC-1.The reactive oxygen species level was measured by 2',7'-dichlo-rofluorescein diacetate.The protein levels of Nrf2,phosphorylated Nrf2,heme oxygenase 1,and apoptotic pro-teins(Bcl2 and Bax)were determined by Western blotting.In addition,cell viability,Nrf2 expression,and ap-optosis rate were determined after co-application of the Nrf2-specific agonist sulforaphane.Results Compared with the control group,40,60,80,100 μmol/L pterostilbene reduced the viability of LoVo cells(P=0.014,P＜0.001,P＜0.001,P＜0.001).Pterostilbene at 5,10,20 μmol/L did not show effects on cell viability but inhibited cell migration(P=0.008,P＜0.001,P＜0.001)and invasion(all P＜0.001).Pterostilbene at 40,60,80 μmol/L increased apoptosis(P=0.014,P＜0.001,P＜0.001),promoted mitochondrial membrane potential depolarization(P=0.026,P＜0.001,P＜0.001)and reactive oxygen species accumula-tion(all P＜0.001),and down-regulated the expression of phosphorylated Nrf2(P=0.030,P＜0.001,P＜0.001),heme oxygenase 1(P=0.015,P＜0.001,P＜0.001),and Bc12(P=0.039,P＜0.001,P＜0.001)in LoVo cells.Pterostilbene at 60,80 μmol/L down-regulated Nrf2 expression(P=0.001,P＜0.001)and up-regulated Bax expression(both P＜0.001).The application of sulforaphane reversed the effects of pterostilbene on cell viability(P＜0.001),apoptosis(P＜0.001),and Nrf2 expression(P=0.022).Conclusion Pterostilbene is a compound that can effectively inhibit colon cancer cells by inhibiting the Nrf2 pathway.

Objective To investigate the analgesic effect and safety of transincisional quadratus lumborum block(TQLB)technique for laparoscopic nephrectomy.Methods Sixty patients scheduled for laparoscopic nephrectomy at the Affiliated Lihuili Hospital of Ningbo University from December 2023 to March 2024,the patients were randomly divided into TQLB group(T group)and control group(C group)using a random number table method,with 30 cases in each group.C group received general anesthesia with tracheal intubation,while T group received general anesthesia with tracheal intubation combined with TQLB.Two groups of patients were routinely given sufentanil controlled intravenous analgesia pump after surgery.Record the wound healing status of two groups of patients,postoperative 24h sufentanil consumption,resting and exercise time numerical rating scale(NRS)scores at 6h,12h,and 24h postoperatively,range of sensory blockade at 2h postoperatively,number of salvage analgesia cases at 24h postoperatively,analgesic satisfaction score,and incidence of postoperative complications.Results Compared with group C,patients in group T had a reduced consumption of sufentanil 24h after surgery(P＜0.001);The resting and exercise NRS scores decreased at 6h,12h,and 24h after surgery(P＜0.05);The number of postoperative 24h rescue analgesia cases and the satisfaction score of analgesia were both lower than C group(P＜0.05);The incidence of postoperative nausea and vomiting in group T was lower(P＜0.05);Both groups of patients did not experience serious complications.Conclusion TQLB appears to offer effective postoperative analgesia during the early stages of laparoscopic nephrectomy,while also reducing the occurrence of complications.This suggests that it could serve as a safe and efficient alternative for analgesic management in such surgical procedures.

【Objective】 To evaluate the quality of platelet concentrates (PCs) prepared by traditional and modified buffy coat centrifugal canning methods, and to explore the effect of modified buffy coat centrifugal canning method on improving the quality of PCs. 【Methods】 The buffy coat centrifugal canning methods was divided into traditional group and modified group. In the traditional group, the buffy coat component bag and empty bag were directly combined layer by layer and vertically canned for light centrifugation. In the modified group, a foam spacer was added between the buffy coat component bag and the empty bag for light centrifugation layer by layer. The effects of the two groups of centrifugal canning methods on the preparation quality of PCs were observed. 【Results】 The platelet content in PCs prepared by the modified buffy coat centrifugal canning method was significantly higher than that in the traditional group, and the mixed amount of red blood cells was lower than that in the traditional group (P<0.05). Although there was no statistically significant difference in the qualified rate of platelet content between the two groups (P>0.05), the qualified rates of platelet content and mixed red blood cell in the modified group were higher than those in the traditional group (P<0.05). 【Conclusion】 The modified centrifugal canning method with buffy coat can improve the quality of PCs, which is convenient and cheap, and is worth popularizing.

Objective:To analyze the relationship between renin-angiotensin-aldosterone system (RAAS) gene polymorphisms and susceptibility to essential hypertension (EH) in military secret service personnel.Methods:In October 2019, military secret service personnel (162 people) who were recuperating in a sanatorium from January to December 2017 were selected as the research subjects, all of whom were Han and male. The patients (79 people) who were diagnosed with EH according to the diagnostic criteria of hypertension in the "Chinese Guidelines for the Prevention and Treatment of Hypertension" (2016 Revised Edition) were the case group, and the people with normal blood pressure (83 people) were the control group. Occupational epidemiological investigation was conducted, 5 ml of fasting cubital venous blood was collected, genomic DNA was extracted by phenol-chloroform method, and RAAS gene polymorphism was detected by polymerase chain reaction-restriction fragment length polymorphism method. The distribution differences of genotype and allele frequency between groups were compared, and the relationship between genotype, allele frequency and EH was analyzed.Results:The average age of military secret service personnel was (38.2±5.3) years old, and there was no statistical significance in the average age and the age distribution over 40 years old of the case group and the control group ( P>0.05) . There were significant differences in the distribution of AGT gene M235T locus, ACE gene I/D polymorphism genotype and allele between the case group and the control group ( P<0.05) . The TT genotype with AGT gene M235T locus ( OR=3.28, 95% CI: 1.21-8.91) and DD genotype with ACE gene ( OR=2.86, 95% CI: 1.17-7.00) were risk factors for EH in military secret service personnel. Conclusion:The TT genotype of AGT gene M235T and the DD genotype of ACE gene may be the susceptibility genotypes of military secret service personnel for EH.

Objective:To evaluate the efficacy and safety of endoscopic stricturotomy (EST) under balloon-assisted enteroscopy (BAE) in treatment of benign jejuno-ileal stenosis.Methods:From December 2015 to August 2021, at the Air Force Medical Center, 41 patients who were diagnosed with benign jejuno-ileal stenosis underwent BAE deep small bowel EST and/or surgery due to ineffective or ineffective drug treatment were retrospectively analyzed. Twenty-one patients were treated with EST (EST group) and 20 patients were treated with surgery (surgery group). The etiology and follow-up time were analyzed, the general conditions (male proportion and age), the immediate technical success rate (the percentage of the stenosis that the enteroscope could pass through after EST in the total number of treated stenoses), the incidence of complications (including perforation, bleeding, etc.), the symptom remission rates at 3-month, 6-month, and 1-year after treatment (the percentage of patients with complete or partial remission in the total number of patients), cumulative symptom-free survival rate (no obstruction-related symptoms after EST or surgery till the last follow-up) and cumulative surgery-free survival rate of two groups were compared. Chi-square test, independent t-test, Fisher′s exact probability method and Kaplan-Meier analysis were used for statistical analysis. Results:The main etiology of stricture of EST group and surgery group was Crohn′s disease (71.4%, 15/21 and 60.0%, 12/20, respectively), and the median follow-up time was 12 months (6 to 46 months) and 45 months (14 to 73 months), respectively. There were no significant differences in male proportion, age, immediate technical success rate and incidence of complication between EST group and surgery group (57.1%, 12/21 vs. 65.0%, 13/20; (45.2±17.4) years old vs. (43.1±20.3) years old; 95.3%, 41/43 vs. 100.0%, 30/30; 26.9%, 7/26 vs. 10.0%, 2/20, all P>0.05). In the EST group, 9.5% (2/21) of the patients received surgery because of perforation during EST, 76.2% (16/21) of the patients did not need surgery after EST, and the median symptom-free survival time of patients without symptoms in EST group was 13.3 months. There was no significant difference in the symptom remission rate at 3-month after treatment between EST group and the surgery group (17/19 vs. 100.0%, 20/20, P>0.05). The symptom remission rate at 6-month and 1-year of EST group were lower than those of the surgery group (15/19 vs. 100.0%, 20/20; 8/11 vs. 100.0%, 20/20), and the differences were statistically significant (both were Fisher′s exact probability method, P=0.047 and 0.037). The cumulative symptom-free survival rates at 3-month, 6-month and 1-year of EST group and surgery group were 66.0% vs. 90.0%, 61.0% vs. 85.0% and 54.0% vs. 80.0%, respectively.The results of Kaplan-Meier analysis indicated that there was no significant difference in the symptom-free survival curve between two groups ( P>0.05). The 3-month, 6-month and 1-year cumulative surgery-free survival rates after treatment in EST group were 90.0%, 81.0% and 73.0%, respectively. The 3-month, 6-month and 1-year cumulative surgery-free survival rates after treatment in surgery group were all 100.0%. Conclusion:EST under BAE is technically feasible, and safe in the treatment of benign jejuno-ileal stenosis, and can effectively relieve clinical obstruction symptoms and avoid or delay surgery in the short term.

Objective:To analyze the relationship between renin-angiotensin-aldosterone system (RAAS) gene polymorphisms and susceptibility to essential hypertension (EH) in military secret service personnel.Methods:In October 2019, military secret service personnel (162 people) who were recuperating in a sanatorium from January to December 2017 were selected as the research subjects, all of whom were Han and male. The patients (79 people) who were diagnosed with EH according to the diagnostic criteria of hypertension in the "Chinese Guidelines for the Prevention and Treatment of Hypertension" (2016 Revised Edition) were the case group, and the people with normal blood pressure (83 people) were the control group. Occupational epidemiological investigation was conducted, 5 ml of fasting cubital venous blood was collected, genomic DNA was extracted by phenol-chloroform method, and RAAS gene polymorphism was detected by polymerase chain reaction-restriction fragment length polymorphism method. The distribution differences of genotype and allele frequency between groups were compared, and the relationship between genotype, allele frequency and EH was analyzed.Results:The average age of military secret service personnel was (38.2±5.3) years old, and there was no statistical significance in the average age and the age distribution over 40 years old of the case group and the control group ( P>0.05) . There were significant differences in the distribution of AGT gene M235T locus, ACE gene I/D polymorphism genotype and allele between the case group and the control group ( P<0.05) . The TT genotype with AGT gene M235T locus ( OR=3.28, 95% CI: 1.21-8.91) and DD genotype with ACE gene ( OR=2.86, 95% CI: 1.17-7.00) were risk factors for EH in military secret service personnel. Conclusion:The TT genotype of AGT gene M235T and the DD genotype of ACE gene may be the susceptibility genotypes of military secret service personnel for EH.