Objective:To construct a machine-learning model for predicting the progression of pancreatic cystic lesions (PCLs) based on clinical and CT features, and to evaluate its predictive performance in internal/external testing cohorts.Methods:Baseline clinical and radiological data of 200 PCLs in 177 patients undergoing abdominal thin slice enhanced CT examination at Peking Union Medical College Hospital from July 2014 to December 2022 were retrospectively collected. PCLs were divided into progressive and non-progressive groups according to whether the signs indicated for surgery by the guidelines of the European study group on PCLs were present during three-year follow-up. 200 PCLs were randomly divided into training (150 PCLs) and internal testing cohorts (50 PCLs) at the ratio of 1∶3. 15 PCLs in 14 patients at Jinling Affiliated Hospital of Medical School of Nanjing University from October 2011 to May 2020 were enrolled as external testing cohort. The clinical and CT radiological features were recorded. Multiple feature selection methods and machine-learning models were implemented and combined to identify the optimal machine-learning model based on the 10-fold cross-validation method. Receiver operating characteristics (ROC) curve was drawn and area under curve (AUC) was calculated. The model with the highest AUC was determined as the optimal model. The optimal model's predictive performance was evaluated on testing cohort by calculating AUC, sensitivity, specificity and accuracy. Permutation importance was used to assess the importance of optimal model features. Calibration curves of the optimal model were established to evaluate the model's clinical applicability by Hosmer-Lemeshow test.Results:In training and internal testing cohorts, the progressive and non-progressive groups were significantly different on history of pancreatitis, lesions size, main pancreatic duct diameter and dilation, thick cyst wall, presence of septation and thick septation (all P value <0.05) In internal testing cohort, the two groups were significantly different on gender, lesion calcification and pancreatic atrophy (all P value <0.05). In external testing cohort, the two groups were significantly different on lesions size and pancreatic duct dilation (both P<0.05). The support vector machine (SVM) model based on five features selected by F test (lesion size, thick cyst wall, history of pancreatitis, main pancreatic duct diameter and dilation) achieved the highest AUC of 0.899 during cross-validation. SVM model for predicting the progression of PCLs demonstrated an AUC of 0.909, sensitivity of 82.4%, specificity of 72.7%, and accuracy of 76.0% in the internal testing cohort, and 0.944, 100%, 77.8%, and 86.7% in the external testing cohort. Calibration curved showed that the predicted probability by the model was comparable to the real progression of PCLs. Hosmer-Lemeshow goodness-of-fit test affirmed the model's consistency with actual PCLs progression in testing cohorts. Conclusions:The SVM model based on clinical and CT features can help doctors predict the PCLs progression within three-year follow-up, thus achieving efficient patient management and rational allocation of medical resource.

Microneedles can penetrate the skin barrier to deliver drugs without touching the nociceptive nerves， to effectively increase the efficiency of transdermal drug delivery and improve patient compliance. Exosomes have multiple physiological functions and good biocompatibility， and are natural nanoscale drug carriers. This paper reviews the pathways and advantages of exosomes combined with microneedles for the treatment of diseases， and describes the current research status of exosome microneedle drug delivery system in various diseases. Exosome microneedles can be divided into two categories： （1） exosomes as therapeutic agents， their unique physiological origin can effectively avoid the toxicity and immunogenicity of conventional drugs and other problems； combined with microneedles directly in the specific medication site can greatly improve the metabolic consumption of oral drug delivery and patient compliance of injection drug delivery. （2） Exosomes as drug carriers， their natural vesicle structure and endogenous characteristics can protect the metabolism of foreign drugs in the body and enhance the targeting； combined with microneedles can effectively solve the problem of transdermal delivery of drugs with high efficacy but poor stability. Exosome microneedle drug delivery system is still in the laboratory stage， but it has shown great development prospects in repairing spinal cord injury， promoting diabetic ulcer wound healing， germinating， intervening myocardial infraction， relieving chronic pain and other diseases.

Objective To investigate the clinical significance of the chorda arteriae umbilicalis in laparoscopic transabdominal preperi-toneal(TAPP)hernia repair.Methods The clinical data of 60 patients with inguinal hernia admitted to Xinrui Hospital in Xinwu District of Wuxi City from June 2019 to June 2022 were analyzed,and the patients were randomly divided into two groups according to whether the chorda arteriae umbilicalis was used as a marker during operation.Both the control group and the observation group were operated according to the routine procedure.The observation group exposed the chorda arteriae umbilicalis,which was used as a reference to precisely free the surgical plane and gap to complete the parietalization of spermatic cord,meanwhile,the angle formed by the intersection of the deferens and umbilical artery cord was used to assist in fixing the patch.The operation time,time of parietalization of spermatic cord,hospital stay,bladder surface bleeding volume,removal rate of hernial sac,the occurrence of postoperative complications and recurrence of patients were compared between the two groups.Results There was no significant difference in the operation time,removal rate of hernial sac,hospital stay,recurrence rate or the incidence of postoperative complications such as chronic pain,uroschesis of patients between the two groups(P>0.05).The time of parietalization of spermatic cord,bladder surface bleeding volume,and incidence of seroma of patients in the observation group were shorter/lower than those in the control group,the differences were statistically significant(P<0.05).Conclusion The chorda arteriae umbilicalis has a constant morphology and relatively fixed anatomical position and alignment.The chorda arteriae umbilicalis can be used as a reference and guiding mark,especially when the anatomical layer is dense and unclear or strayed into the layer in TAPP hernia repair,whihc can guide to operate at the correct layer,standardize the parietalization of spermatic cord,reduce bleeding and vice-damage,and also assist the fixation of the patch and prevent the displacement of the patch.

Autophagy is mediated by multiple molecules and pathways. In cardiovascular diseases， autophagy can play a role through key signaling pathways such as phosphoinositide 3-kinase （PI3K）/protein kinase B （Akt）/mammalian target of rapamycin （mTOR）， adenosine monophosphate-activated protein kinase （AMPK）/mTOR， mitogen-activated protein kinases （MAPK）， p53， Wnt/β-catenin， etc. Traditional Chinese medicine （TCM） monomers for promoting blood circulation and removing blood stasis such as hydroxysafflor yellow A， ginsenoside Rb1， salidroside， ligustrin， curcumin， etc.， and TCM prescription and preparations such as Huangqi baoxin decoction， Taohong siwu decoction， Tongxinluo capsule， Shuangshen ningxin capsule， Suxiao jiuxin pills， etc. can regulate autophagy through the above-mentioned key signaling pathways， thereby alleviating the progression of cardiovascular diseases.

Objective:To explore the value of preoperative diffusion tensor imaging (DTI) in predicting motor function outcomes in patients with moderate-volume basal ganglia cerebral hemorrhage after minimally invasive puncture and drainage.Methods:A retrospective study was performed; 54 patients with moderate-volume hypertensive basal ganglia hemorrhage (30-50 mL) admitted to Department of Neurosurgery, First People's Hospital of Chenzhou from March 2018 to December 2019 were enrolled. All patients accepted DTI within 24 h of onset; fractional anisotropy (FA) and mean diffusivity (MD) of the bilateral cerebral peduncles were measured and converted to relative FA (rFA) and relative MD (rMD). Patients accepted minimally invasive puncture and drainage within 24 h of DTI. Motor function score (MFS) was used to evaluate the prognoses of limb motor function 90 d after puncture and drainage; and these patients were divided into good motor function outcome group (MFS scores of 0-3) and poor motor function outcome group (MFS scores of 4-8). The clinical data and DTI indexes were compared between the 2 groups; receiver operating characteristic (ROC) curve was used to analyze the efficacy of rFA in preoperative DTI in predicting limb motor function 90 d after puncture and drainage.Results:Fifty-four patients successfully completed minimally invasive puncture and drainage, without intracranial infection or obvious rebleeding. Twenty-two patients (40.7%) had good motor function outcome and 32 (59.3%) had poor one 90 d after puncture and drainage. No significant difference in age, gender, Glasgow coma scale score at admission, preoperative hematoma volume or postoperative residual hematoma volume was noted between the good function outcome group and poor function outcome group ( P>0.05). Compared with the good function outcome group, the poor function outcome group had statistically lower FA and rFA in the affected side of cerebral peduncles ( P<0.05). ROC curve showed that the area under the curve of preoperative rFA in predicting motor function 90 d after puncture and drainage was 0.984, with cutoff value of 0.78, sensitivity of 100%, and specificity of 96.9%. Conclusion:Preoperative DTI can effectively predict limb motor function 90 d after minimally invasive puncture and drainage in patients with moderate-volume hypertensive basal ganglia hemorrhage.

Objective:To investigate the effect of the number of positive preoperative serological tumor markers on the surgical approach and prognosis of patients with intrahepatic cholangiocarcinoma.Methods:This is a retrospective case-series study. Data from 548 patients with intrahepatic cholangiocarcinoma after radical resection from October 2010 to April 2019 were retrospectively collected in 10 hospitals of China. There were 277 males and 271 females with an age of (57.8±10.2)years(range:23 to 84 years). Four hundred and twenty-six patients(77.7%) had at least one positive preoperative serum tumor marker. The data collection included the results of 4 preoperative serological tumor markers,other preoperative indicators(5 prodromal symptoms, 6 medical history,8 preoperative serological indicators,5 preoperative imaging indicators,and 14 preoperative pathological examination indicators),baseline data (gender and age),surgical methods,and prognostic follow-up data. Four preoperative results of serologic tumor marker and surgical procedure were converted into categorical variables. The number of positive preoperative serum tumor markers was used as the treatment variable,the surgical method was used as the mediating variable,and the survival time was used as the outcome variable. Univariate and multivariate analysis were used to screen for other preoperative indicators which were independent factors that influenced the surgical procedure and the prognosis of patients as covariates to analyze the mediating effect.Results:Of the 548 patients included in the study, 176 patients (32.1%) underwent partial hepatectomy,151 patients(27.5%) underwent hemihepatectomy, and 221 patients(40.3%) underwent partial hepatectomy or hemihepatectomy combined with other treatments. The results of the univariate and multivariate analysis showed that the number of positive serum tumor markers,intrahepatic bile duct dilatation,portal vein invasion,pathological differentiation,pathological type,vascular invasion,T stage,N stage and maximum tumor diameter were independent factors influencing the surgical procedure(all P<0.05). Intrahepatic bile duct dilatation,pathological differentiation and T stage were independent prognostic factors for patients with intrahepatic cholangiocarcinoma(all P<0.05). Intrahepatic bile duct dilatation,differentiation and T stage were included as covariates in the mediation effect model. The results showed that the number of positive serum tumor markers before surgery had a negative predictive effect on the survival time of patients with intrahepatic cholangiocarcinoma ( β=-0.092, P=0.039),and had a positive predictive effect on the surgical method ( β=0.244, P<0.01). The number of positive serum tumor markers had a negative predictive effect on the survival time of patients with intrahepatic cholangiocarcinoma ( β=-0.151, P=0.002). Direct and indirect effects accounted for 71.3% and 28.7% of total effects,respectively. Conclusions:The higher the positive number of preoperative tumor markers,the worse the prognosis of patients with intrahepatic cholangiocarcinoma. The number of positive cells not only directly affects the prognosis of patients,but also indirectly affects the prognosis of patients by affecting the surgical method.

Objective To analyze the safety and efficacy of neuroendoscopic minimally invasive surgery and traditional extraventricular drainage in the treatment of severe hypertensive intraventricular hemorrhage.Methods The clinical data of 50 cases with neuroendoscopic ventricular hematoma evacuation(endoscopy group)and 44 cases with traditional ventricles external puncture drainage(drainage group)from July 2020 to July 2023 were retrospectively analyzed,and the hematoma clearance rates,classification of activities of daily living(ADL)scale,incidence of hydrocephalus,secondary bleeding,intracranial infection,and pulmonary infection were observed between the two groups of patients.Results After surgery,the proportion of patients with hematoma clearance rate>60％and ADL grades Ⅰ,Ⅱ,and Ⅲ in the endoscopy group were significantly higher than those in the drainage group[the proportion of patients with hematoma clearance rate>60％:88.0％(44/50)vs.47.7％(21/44),χ2=17.794,P<0.001;the proportion of individuals with ADL grades Ⅰ,Ⅱ,and Ⅲ:94.0％(47/50)vs.77.3％(33/44),respectively,χ2=5.459,P=0.019],the incidence of complications in endoscopy group was significantly lower in the drainage group[8.0％(4/50)vs.34.1％(15/44),χ2=9.879,P=0.002].Conclusion Compared with traditional ventricular puncture drainage surgery,neuroendoscopic minimally invasive surgery for the treatment of severe hypertensive intracerebral hemorrhage with ventricular casting can achieve better treatment outcomes,a higher hematoma clearance rate,and fewer postoperative complications.

Objective:To compare and explore the diagnostic performance of adding value of transabdominal and transvaginal contrast-enhanced ultrasound (CEUS) to Ovarian-Adnexal Reporting and Data System (O-RADS US) risk stratification and management system in differential diagnosis of adnexal masses.Methods:A total of 180 adnexal masses with solid components in 175 women were enrolled retrospectively between September 2021 and November 2022. All patients underwent routine Doppler ultrasound examinations and CEUS examinations. Among these masses, 107 masses underwent with transabdominal CEUS, 58 masses underwent with transvaginal CEUS, and 15 masses underwent both transvaginal and transabdominal CEUS. All patients were scheduled for surgery and pathological results served as the reference standard. Routine Doppler ultrasound and CEUS images and video were reviewed by a subspecialty radiologist using Vuebox software. The O-RADS US was downgraded or upgraded according to the CEUS characteristics of the masses. The diagnostic accuracy was assessed using ROC curve analysis. The area under the ROC curve (AUC) was calculated to compare the diagnostic performance of adding value of transabdominal and transvaginal CEUS to O-RADS US.Results:The diagnostic performance of adding transabdominal and transvaginal CEUS to O-RADS US were both significantly higher than of O-RADS US alone (transabdominal CEUS: AUC 0.83 vs 0.76, P=0.018; transvaginal CEUS: AUC 0.92 vs 0.81, P=0.013). Combination of transvaginal CEUS and O-RADS US was superior to that of combination of transabdominal and O-RADS US in the differential diagnosis of adnexal masses ( P=0.047). When the maximal diameter of adnexal masses ≤40 mm, transabdominal combined with O-RADS US presented the lowest diagnostic performance, with an AUC of 0.73. Conclusions:Combination of transvaginal CEUS and O-RADS US was superior to that of combination of transabdominal and O-RADS US in assessing adnexal masses with solid components. When the maximal diameter of adnexal masses ≤40 mm, transvaginal CEUS examination was recommended.

Objective:To compare the safety and efficacy of high-dose- rate interstitial brachytherapy and particle implantation radiotherapy in the treatment of lymph nodes with pelvic metastases in the field after external radiotherapy.Methods:Clinical data of 42 patients with residual or newly metastatic pelvic lymph nodes after radiotherapy at Cangzhou Integrated Traditional Chinese and Western Medicine Hospital who met the inclusion criteria from January 2017 to April 2020 were retrospectively analyzed. Among them, 12 patients were male and 30 females, aged 39-82 years, (61.6±9.64) years on average. According to the treatment method, all patients were divided into the high-dose-rate interstitial brachytherapy group ( n=18) and particle implantation radiotherapy group ( n=24). During 3-year follow-up, the local control rate (LCR), incidence of complications and overall survival (OS) were compared between two groups. Age and operation time conforming to normal distribution were analyzed by t-test. The remaining indexes were analyzed by the Chi-square test or Fisher's exact test. The OS and LCR were calculated by Kaplan-Meier method. Results:There was no significant difference in baseline data between two groups (all P>0.05). The operation time in the high-dose- rate interstitial brachytherapy group was longer than that in the particle implantation radiotherapy group [(66.39±11.07) : (45.75±9.19) min, P<0.001]. During subsequent follow-up, there was no significant difference in the LCR between two groups (1-year LCR 88.9% vs. 87.5%, P=0.927; 2-year LCR 72.2% vs. 62.5%, P=0.874). There was no significant difference in the median OS between two groups (31.6 vs. 29.8 months, P=0.798). There was no significant difference in the incidence of early complications between two groups [ (4/18) vs. 5/24 (20.8%), P=1.000]. No late complications observed. Conclusion:High-dose- rate interstitial brachytherapy yields equivalent efficacy and safety to particle implantation radiotherapy in the treatment of lymph nodes with pelvic metastases.

Objective To investigate the clinical efficacy of oblique lumbar interbody fusion(OLIF)combined with poste-rior percutaneous internal fixation in patients with lumbar spinal stenosis with or without redundant nerve roots(RNRs).Meth-ods A retrospective analysis of 92 patients with lumbar spinal stenosis treated by oblique lateral lumbar interbody fusion com-bined with posterior percutaneous internal fixation from June 2019 to June 2022 was performed.There were 32 males and 60 females,aged from 44 to 82 years old with an average of(63.67±9.93)years old.All patients were divided into RNRs positive group and RNRs negative group according to redundancy or not before operation.There were 38 patients in RNRs positive group,including 15 males and 23 females.The age ranged from 45 to 82 years old with an average of(65.45±10.37)years old.The disease duration was 24.00(12.00,72.00)months.There were 54 patients in RNRs negative group,including 17 males and 37 females.The age ranged from 44 to 77 years old with an average of(62.42±9.51)years old.The disease duration was 13.50(9.00,36.00)months.The general data of patients were recorded,including operation time,intraoperative blood loss and complications.The imaging parameters before and after operation were observed,including the number of stenosis segments,intervertebral space height,lumbar lordosis angle and dural sac area.The visual analogue scale(VAS)was used to evaluate the back and lower extremity pain,and the Oswestry disability index(ODI)was used to evaluate the activities of daily living.Results All patients were followed up for 8 to 18 months with an average of(11.04±3.61)months,and no complications were found during the follow-up period.The number of stenosis segments in RNRs positive group(1.71±0.46)was more than that in RNRs negative group(1.17±0.38).In RNRs positive group,intervertebral space height,dural sac area,low back pain VAS,lower extremity pain VAS,ODI score were(1.11±0.19)cm,(0.46±0.17)cm2,(5.39±1.00)scores,(5.05±1.01)points,(55.74±4.05)points,respectively.RNRs negative groups respectively(0.97±0.23)cm,(0.69±0.26)cm2,(4.50±0.77)scores,(4.00±0.58)scores,(47.33±3.43)％.In RNRs positive group,intervertebral space height,dural sac area,low back pain VAS,leg pain VAS,ODI score were(1.60±0.19)cm,(0.74±0.36)cm2,(3.39±0.72)scores,(3.05±1.01)scores,(46.74±4.82)scores,respectively.RNRs negative groups respectively(1.48±0.25)cm,(1.12±0.35)cm2,(3.00±0.82)scores,(3.00±0.82)scores,(37.67±3.58)％.The postoperative intervertebral space height,dural sac area,low back pain VAS score,lower extremity pain VAS and ODI score of the patients in the RNRs positive group and the negative group were signifi-cantly improved compared with those before operation,and the differences were statistically significant(P＜0.05).There were statistically significant differences in the number of stenosed segments,preoperative intervertebral space height,dural sac area,low back pain VAS,lower extremity pain VAS,and ODI between the two groups(P＜0.05).There were significant differences in postoperative intervertebral space height and postoperative ODI between the two groups(P＜0.05),but there was no significant difference in intervertebral space height before and after operation and ODI score before and after operation(P＞0.05).There were significant differences in operation time,intraoperative blood loss,postoperative dural sac area,difference of dural sac area before and after operation,postoperative low back pain VAS,difference of low back pain VAS score before and after oper-ation,difference of lower extremity pain VAS before and after operation between the two groups(P＜0.05).Conclusion OLIF combined with posterior percutaneous internal fixation has a good effect on patients with or without RNRs.Multi-segmental lumbar spinal stenosis and decreased dural sac area may lead to the occurrence of RNRs,and LSS patients with RNRs have more severe symptoms.LSS patients with RNRs have worse surgical outcomes than those without RNRs.