Objective To develop a predictive model for postoperative pulmonary complications (PPC) following video-assisted thoracic surgery (VATS) in lung cancer patients by integrating cardiopulmonary exercise testing (CPET) parameters and machine learning techniques. Methods A retrospective analysis was conducted on patients with early-stage non-small cell lung cancer who underwent CPET and VATS at Guangdong Provincial People’s Hospital between October 2021 and July 2023. Patients were divided into a PPC group and a non-PPC group. The least absolute shrinkage and selection operator (LASSO) regression was used to select important features associated with PPC. Six machine learning algorithms were utilized to construct prediction models, including logistic regression, support vector machine, k-nearest neighbors, random forest, gradient boosting machine, and extreme gradient boosting. The optimal model was interpreted using SHapley Additive exPlanations (SHAP). Results A total of 325 patients were included, with an average age of 60.36 years, and 55.1% were male. Significant differences were observed between the PPC and non-PPC groups in age, diabetes, coronary heart disease, surgical approach, forced expiratory volume in 1 second (FEV1), forced vital capacity (FVC), FVC% predicted, peak oxygen uptake (peak VO2), anaerobic threshold (AT), and ventilatory equivalent for carbon dioxide slope (VE/VCO2 slope) (P<0.05). In the predictive model constructed by selecting 7 key features using LASSO regression, the random forest model demonstrated the best overall performance across various metrics, with an area under the receiver operating curve of 0.930, an F1 score of 0.836, and a Brier score of 0.133 in the training set. It also exhibited good predictive ability and calibration in the test set. SHAP analysis ranked feature importance as follows: peak VO2, VE/VCO2 slope, age, FEV1, smoking history, diabetes, and surgical approach. Conclusion Integrating CPET parameters, the random forest model can effectively identify high-risk patients for PPC and has the potential for clinical application.

Objective To observe the efficacy and safety of mechanical thrombectomy in acute ischemic stroke patients after vertebral-basilar artery stent implantation.Methods From May 2018 to October 2022,patients with acute vertebral basilar artery occlusion who underwent mechanical thrombectomy were retrospectively analyzed.The patients were divided into two groups:stent occlusion group and acute atherosclerotic stenosis occlusion(ICAS)group.The baseline characteristics of the two groups were balanced by propensity score matching method.The successful recanalization rate,90-day good outcome rate,90-day mortality rate,and symptomatic intracranial hemorrhage rate were compared.Results We enrolled 107 patients,with 14 cases in stent occlusion group and 93 cases in ICAS group.We analyzed 14 pairs by propensity score matching,including 14 cases in stent occlusion group and 27 cases in ICAS group.The successful recanalization rate and 90-day good outcome rate was lower in stent occlusion group than in ICAS group[(78.6％(11/14)vs.100％(27/27),P=0.062,28.6％(4/14)vs.44.4％(12/27),X2=0.976,P=0.323],but there was no statistical difference.The 90-day mortality rate in the stent occlusion group was significantly higher than that in the ICAS group[57.1％(8/14)vs.25.9％(7/27),x2=3.873,P=0.049].The incidence of symptomatic intracranial hemorrhage was higher in the stent occlusion group than in the ICAS group,with no statistical difference[35.7％(5/14)vs.14.8％(4/27),x2=1.289,P=0.256].Conclusion The successful recanalization rate,90-day good outcome rate,and incidence of symptomatic intracranial hemorrhage in stent occlusion group did not significantly differ from those in ICAS group,but the 90-day mortality rate was significantly higher in the former group.

Objective To observe the efficacy and safety of mechanical thrombectomy in acute ischemic stroke patients after vertebral-basilar artery stent implantation.Methods From May 2018 to October 2022,patients with acute vertebral basilar artery occlusion who underwent mechanical thrombectomy were retrospectively analyzed.The patients were divided into two groups:stent occlusion group and acute atherosclerotic stenosis occlusion(ICAS)group.The baseline characteristics of the two groups were balanced by propensity score matching method.The successful recanalization rate,90-day good outcome rate,90-day mortality rate,and symptomatic intracranial hemorrhage rate were compared.Results We enrolled 107 patients,with 14 cases in stent occlusion group and 93 cases in ICAS group.We analyzed 14 pairs by propensity score matching,including 14 cases in stent occlusion group and 27 cases in ICAS group.The successful recanalization rate and 90-day good outcome rate was lower in stent occlusion group than in ICAS group[(78.6％(11/14)vs.100％(27/27),P=0.062,28.6％(4/14)vs.44.4％(12/27),X2=0.976,P=0.323],but there was no statistical difference.The 90-day mortality rate in the stent occlusion group was significantly higher than that in the ICAS group[57.1％(8/14)vs.25.9％(7/27),x2=3.873,P=0.049].The incidence of symptomatic intracranial hemorrhage was higher in the stent occlusion group than in the ICAS group,with no statistical difference[35.7％(5/14)vs.14.8％(4/27),x2=1.289,P=0.256].Conclusion The successful recanalization rate,90-day good outcome rate,and incidence of symptomatic intracranial hemorrhage in stent occlusion group did not significantly differ from those in ICAS group,but the 90-day mortality rate was significantly higher in the former group.

Background and Aims:The repair of giant incisional hernia is challenging,as closing the significant defect in the abdominal wall can lead to life-threatening complications like abdominal compartment syndrome(ACS).Botulinum toxin type A(BTA)can temporarily relax the abdominal wall muscles,facilitating defect repair,while preoperative progressive pneumoperitoneum(PPP)can increase intra-abdominal volume,reducing intra-abdominal pressure caused by hernia content reintegration.Combining BTA with PPP for the preoperative preparation of giant incisional hernia repair may have a complementary effect.This study was conducted to evaluate the clinical value of combining BTA and PPP in the repair of giant abdominal incisional hernia. Methods:The clinical data of 213 patients with giant abdominal incisional hernia treated at the Sixth Affiliated Hospital of Sun Yat-sen University from December 2015 to December 2019 were retrospectively analyzed.Two weeks after receiving combined BTA and PPP treatment,changes in bilateral abdominal wall muscle,intra-abdominal adhesions,abdominal circumference,abdominal cavity volume,and hernia sac volume ratio were assessed using CT.Intraoperative details,incidence of complications,and postoperative follow-up outcomes were recorded. Results:Following combined BTA and PPP treatment,CT scan showed a significant extension of bilateral lateral abdominal wall muscles towards the midline in all 213 patients,with an average increase of 2.45(1.53-3.29)cm on the left side and 2.54(1.68-3.40)cm on the right side;muscle thickness was reduced by an average of 0.84(0.64-1.00)cm on the left and 0.82(0.62-1.05)cm on the right,the average distance between viscera and the abdominal wall increased to(7.52±1.78)cm,with a mean increase of 6.1(4.2-6.9)cm;the mean increase in abdominal cavity volume was 1 802(1 494.98-2 316.26)mL,and the hernia sac volume ratio decreased by an average of 9％(6％-12％),all changes were statistically significant(P＜0.05).Post-PPP CT scan revealed no abdominal adhesions in 18 patients(8.45％),while 195 patients(91.55％)had varying degrees of adhesions,including 39 cases(18.31％)of sheet adhesions and 156 cases(73.24％)of mixed adhesions.Adhesions mainly consisted of omentum and intestinal tissues in 59.15％of cases.There were 43 cases(20.19％)of grade Ⅰ complications during the BTA-PPP process,including abdominal pain(28 cases),shoulder pain(9 cases),subcutaneous emphysema(6 cases),and dyspnea(3 cases).Dyspnea improved with oxygen therapy,while other complications required no special intervention.All 213 patients successfully underwent laparoscopic incisional hernia repair without conversion to open surgery or organ resection for volume reduction.Fascial closure was achieved in 209 cases(98.12％),with 4 cases(1.88％)having incomplete defect closure.The average time for adhesiolysis was 28(11.00-44.50)min,with a total operative time of 178.0(132.50-255.00)min and an average blood loss of 20(10-30)mL.The median intra-abdominal pressure(IAP)after operation was between 10 mmHg(9.00-12.00 mmHg),Among them,47 cases(22.07％)had IAP exceeding 12 mmHg,and after implementing proactive measures such as diuresis and diachoresis to reduce intra-abdominal contents,the IAP in these patients decreased to below 12 mmHg.No severe complications such as skin flap necrosis or ACS were observed.There were no deaths within postoperative 30 d,and during a follow-up period of 26(16.50-33.00)months,13 cases(6.10％)had surgical site events,including infections in 5 cases(2.35％),seromas in 7 cases(3.29％),and hematoma in 1 case(0.47％),with no hernia recurrence. Conclusion:The combination of BTA and PPP not only aids in identifying abdominal wall adhesion areas,improving preoperative surgical planning and enhancing surgical safety,but also significantly increases abdominal cavity volume and extends lateral abdominal wall muscles,facilitating the closure of giant incisional hernia defects and reducing the incidence of severe postoperative complications like ACS.This approach is worthy of clinical promotion.

Epidural labor analgesia aims to provide effective medical services to alleviate labor pain in parturients, while adhering to the principles of voluntary participation and clinical safety. In 2018, Peking Union Medical College Hospital(PUMCH)became one of the first pilot units for labor analgesia in China, and has achieved satisfactory results in high-quality development of labor analgesia. This article mainly introduces the achievements and experience of labor analgesia at PUMCH, including: (1) prioritizing maternal and infant safety, arranging personnel rationally, and developing standardized treatment processes through multidisciplinary collaboration to ensure safe and comfortable childbirth; (2) leveraging the hospital's comprehensive capabilities in emergency treatment, and improving collaborative rescue plans for critically ill parturients and newborns; (3) implementing advanced teaching methods to effectively train and conduct simulated drills for labor analgesia and rescue of critically ill parturients; (4) conducting patient education and informative lectures to help parturients acquire a scientific understanding of labor analgesia. We hope that this experience can provide reference and inspiration for other hospitals.

Objective To investigate the factors affecting the prognosis of endovascular treatment(EVT)for acute vertebrobasilar artery occlusion(AVBAO)within 24 h of onset of disease.Methods General and clinical data of AVBAO patients admitted to the Department of Cerebrovascular Diseases,Henan Provincial People's Hospital who received EVT within 24h of onset from October 2020 to September 2023 were retrospectively and consecutively included,including age,sex,stroke-related risk factors(hyperlipidemia,hypertension,diabetes mellitus,atrial fibrillation,coronary artery disease,smoking,and previous stroke),preoperative National Institutes of Health stroke scale(NIHSS)score,preoperative modified Rankin scale(mRS)score,form of onset,preoperative intravenous thrombolysis,posterior circulation Alberta stroke program early CT score(pc-ASPECTS),basilar artery on computed tomography angiography(BATMAN)score,site of occlusion(intracranial segment of vertebral artery,basilar artery),and surgical procedure(direct aspiration and/or stent-retrieval,balloon dilatation,stenting,etc.First-line stenting or balloon dilatation is direct angioplasty;if blood flow cannot be maintained after thrombectomy,further balloon dilatation and/or stenting is required as remedial angioplasty),onset-to-puncture time,puncture-to-recanalization time,and postprocedure immediate modified thrombolysis in cerebral infarction(mTICI)grading(successful recanalization was defined as mTICI grading 2b or 3),and perioperative complications(intraprocedural thrombus migration,intraprocedural reocclusion,intraprocedural dissection,postoperative hemorrhagic transformation within 3 d,and symptomatic intracranial hemorrhage[sICH]).Patient prognosis was assessed by mRS score at 90 d postoperatively.The mRS score≤3 was classified as good prognosis,and mRS score＞3 was classified as poor prognosis.Indicators with P＜0.1 in the results of univariate analysis were included,and variables were screened by backward elimination and subjected to multifactorial Logistic regression analysis to analyze the factors influencing the prognosis of AVBAO patients undergoing EVT within 24 h of the onset of the disease.Results A total of 149 AVBAO patients who underwent EVT were included,including 79 patients with good prognosis,70 patients with poor prognosis,145 patients with successful revascularization,34 patients with perioperative complications,and 32 patients with death.(1)The results of univariate analysis showed that compared with patients with poor prognosis,patients with good prognosis had lower preoperative NIHSS scores(16.0[12.0,23.0]vs.24.5[16.8,31.3],Z=-4.280,P＜0.01)and preoperative mRS scores(4[4,4]vs.5[4,5],Z=-4.711,P＜0.01),a lower percentage of diabetes mellitus(15.2％[12/79]vs.35.7％[25/70],x2=8.376,P=0.004),and the incidence of postoperative hemorrhagic transformation within 3d(7.6％[6/79]vs.25.7％[18/70],x2=-0.246,P=0.003)and the incidence of sICH(1.3％[1/79]vs.14.3％[10/70],x2=-0.249,P=0.002)were significantly lower in patients with good prognosis than that in patients with poor prognosis.(2)Age,hyperlipidemia,diabetes mellitus,preoperative NIHSS score,preoperative mRS score,postoperative hemorrhagic transformation within 3 d and sICH were included in multifactorial Logistic regression analysis,which showed that hyperlipidemia(OR,2.433,95％CI 1.088-5.441),diabetes mellitus(OR,2.797,95％CI 1.168-6.701),high preoperative NIHSS score(OR,3.715,95％CI 1.684-8.195),and postoperative sICH within 3 d(OR,19.681,95％CI 1.984-195.192)were the independent risk factors for poor prognosis of patients with AVBAO who underwent EVT within 24 h of onset(all P＜0.05).Conclusion Hyperlipidemia,diabetes mellitus,high preoperative NIHSS score,and postoperative sICH within 3 d were independent risk factors for poor prognosis in AVBAO patients who underwent EVT within 24 h of onset.

Objective To investigate the factors affecting the prognosis of endovascular treatment(EVT)for acute vertebrobasilar artery occlusion(AVBAO)within 24 h of onset of disease.Methods General and clinical data of AVBAO patients admitted to the Department of Cerebrovascular Diseases,Henan Provincial People's Hospital who received EVT within 24h of onset from October 2020 to September 2023 were retrospectively and consecutively included,including age,sex,stroke-related risk factors(hyperlipidemia,hypertension,diabetes mellitus,atrial fibrillation,coronary artery disease,smoking,and previous stroke),preoperative National Institutes of Health stroke scale(NIHSS)score,preoperative modified Rankin scale(mRS)score,form of onset,preoperative intravenous thrombolysis,posterior circulation Alberta stroke program early CT score(pc-ASPECTS),basilar artery on computed tomography angiography(BATMAN)score,site of occlusion(intracranial segment of vertebral artery,basilar artery),and surgical procedure(direct aspiration and/or stent-retrieval,balloon dilatation,stenting,etc.First-line stenting or balloon dilatation is direct angioplasty;if blood flow cannot be maintained after thrombectomy,further balloon dilatation and/or stenting is required as remedial angioplasty),onset-to-puncture time,puncture-to-recanalization time,and postprocedure immediate modified thrombolysis in cerebral infarction(mTICI)grading(successful recanalization was defined as mTICI grading 2b or 3),and perioperative complications(intraprocedural thrombus migration,intraprocedural reocclusion,intraprocedural dissection,postoperative hemorrhagic transformation within 3 d,and symptomatic intracranial hemorrhage[sICH]).Patient prognosis was assessed by mRS score at 90 d postoperatively.The mRS score≤3 was classified as good prognosis,and mRS score＞3 was classified as poor prognosis.Indicators with P＜0.1 in the results of univariate analysis were included,and variables were screened by backward elimination and subjected to multifactorial Logistic regression analysis to analyze the factors influencing the prognosis of AVBAO patients undergoing EVT within 24 h of the onset of the disease.Results A total of 149 AVBAO patients who underwent EVT were included,including 79 patients with good prognosis,70 patients with poor prognosis,145 patients with successful revascularization,34 patients with perioperative complications,and 32 patients with death.(1)The results of univariate analysis showed that compared with patients with poor prognosis,patients with good prognosis had lower preoperative NIHSS scores(16.0[12.0,23.0]vs.24.5[16.8,31.3],Z=-4.280,P＜0.01)and preoperative mRS scores(4[4,4]vs.5[4,5],Z=-4.711,P＜0.01),a lower percentage of diabetes mellitus(15.2％[12/79]vs.35.7％[25/70],x2=8.376,P=0.004),and the incidence of postoperative hemorrhagic transformation within 3d(7.6％[6/79]vs.25.7％[18/70],x2=-0.246,P=0.003)and the incidence of sICH(1.3％[1/79]vs.14.3％[10/70],x2=-0.249,P=0.002)were significantly lower in patients with good prognosis than that in patients with poor prognosis.(2)Age,hyperlipidemia,diabetes mellitus,preoperative NIHSS score,preoperative mRS score,postoperative hemorrhagic transformation within 3 d and sICH were included in multifactorial Logistic regression analysis,which showed that hyperlipidemia(OR,2.433,95％CI 1.088-5.441),diabetes mellitus(OR,2.797,95％CI 1.168-6.701),high preoperative NIHSS score(OR,3.715,95％CI 1.684-8.195),and postoperative sICH within 3 d(OR,19.681,95％CI 1.984-195.192)were the independent risk factors for poor prognosis of patients with AVBAO who underwent EVT within 24 h of onset(all P＜0.05).Conclusion Hyperlipidemia,diabetes mellitus,high preoperative NIHSS score,and postoperative sICH within 3 d were independent risk factors for poor prognosis in AVBAO patients who underwent EVT within 24 h of onset.

【Objective】 To evaluate the efficacy and safety of different doses and frequencies of oral Sildenafil in the treatment of erectile dysfunction (ED). 【Methods】 The randomized,open clinical trial included 120 ED patients who met the inclusion and exclusion criteria. The patients were randomly divided into the following groups:on-schedule (25 mg/day),on-demand (50 mg,taken irregularly half an hour before each sexual life),new regular group (25 mg/day,50 mg more before each sexual life),regular group (100 mg/time,twice/week). All treatments lasted for 8 weeks. The follow-up indexes included the five-item International Index of Erectile Function (IIEF-5),Erection Hardness Scale (EHS) and Sexual Encounter Profile (SEP2/3). The adverse reactions were recorded. 【Results】 The IIEF-5 scores of the four groups were significantly higher than those after baseline treatment (P<0.001),but there was no significant difference among the four groups (P>0.05). In terms of effective rate,at the 16th week,there were significant differences between the on-demand group (10.7%) and new regular group (62.1%),and between the on-demand group (10.7%) and regular group (50.0%) (P<0.001). In terms of EHS, the percentage of grade 4 patients in regular group was significant higher than that in the on-demand group at the 8th week and 16th week (all P<0.05). In terms of positive rate of SEP-3,there was a significant difference between the on-demand group and regular group (P=0.042) at the 16th week. In the course of treatment,there were transient adverse reactions such as headache,blurred vision,stuffy nose and back pain,which did not affect the treatment. 【Conclusion】 All of the four treatment methods of oral sildenafil showed good efficacy. Both regular group and new regular group maintained good clinical efficacy during the follow-up,which is better than that of the on-demand group. The new regular scheme can be used as a new,safe and effective treatment option.

Objective:To investigate the pathogenesis, selection of endovascular treatment (EVT) strategies, and efficacies of acute vertebrobasilar artery occlusion (AVBAO) of different lesion sites.Methods:One hundred and five patients with AVBAO, admitted to and accepted EVT in our hospital from February 2017 to September 2019, were chosen in our study. The data of disease onset, imaging findings, EVT status, perioperative complications, and prognoses of these patients were collected. According to DSA results, the involved lesions were divided into 4 sites: the upper segment of basilar artery (BA), the middle segment of BA, the lower segment of BA, and the intracranial segment of vertebral artery (V4 segment), and patients with tandem lesions would be recorded as distal lesions. The risk factors, EVT strategies, and prognoses 90 d after follow-up (modified Rankin scale [mRS] scores≤3: good prognosis) were compared in patients with 4 different lesion sites.Results:There were significant differences in etiological classifications and percentage of patients combined with atrial fibrillation among patients with 4 different lesion sites ( P<0.05). There was significant difference in proportion of patients accepted emergency stent implantation among patients with 4 different lesion sites ( P<0.05): those with lesions at the V4 segment had the highest proportion of patients accepted emergency stent implantation (79.55%), followed by those with lesions at the lower segment of BA (50.00%). There was significant difference in EVT time (the time from arterial puncture to successful recanalization of occluded vessels) among patients with 4 different lesion sites ( P<0.05): the EVT time in patients with lesions at the middle segment of BA was the shortest (87.5 [58.5, 130.8] min), and the EVT time in patients with lesions at the lower segment of BA was the longest (115.0 [81.0, 163.0] min). There was no statistical difference among patients with different lesion sites in good prognosis rate 90 d after follow-up ( P>0.05). Conclusion:The pathogenesis of patients with different AVBAO lesion sites is different, so different EVT strategies should be adopted.

Objective:To assess the role of arterial spin labeling (ASL) in detecting the blood-brain barrier (BBB) permeability of cerebral infarction lesions in patients with anterior circulation subacute ischemic stroke (SIS), and to evaluate the value of ASL in predicting hemorrhagic transformation (HT) of SIS patients after endovascular recanalization.Methods:A prospective analysis was performed. Patients with anterior circulation SIS who received endovascular treatment (EVT) in our hospital from January 2021 to September 2021 were enrolled. At 24 h before EVT and immediately after EVT, MRI scans of ASL sequences and dynamic contrast-enhanced magnetic resonance (DCE) sequence were completed, and Xper CT was performed; accordingly, imaging typing was performed. Head CT scan was performed 24-48 h after EVT to observe HT; according to the presence or absence of HT, these patients were divided into HT group and non-HT group; the relative cerebral blood flow (rCBF) values of ASL sequence parameters, volume transfer constant (K trans) of DCE sequence parameters and the differences of ASL, DCE and Xper CT imaging types between the two groups were compared. The weighted Kappa coefficient was used to test the consistency among ASL, DCE and Xper CT imaging types. Results:Among 22 eligible patients, 5 patients occurred HT (5/22, 22.72%). As compared with those in the non-HT group (1.14±0.04; 0.032[0.024, 0.039]/min), patients in the HT group had significantly higher rCBF value (1.57±0.18) and K trans (0.072[0.0455, 0.117]/min, P<0.05). There were significant differences in the distribution of ASL, DCE and Xper CT imaging types between the two groups ( P<0.05); among them, 4 out of 6 patients with ASL imaging type III, 4 out of 6 patients with DCE imaging type III, and 4 out of 5 patients with Xper CT imaging type III had HT. ASL sequence and DCE sequence had a high consistency in the imaging types (Kappa coefficient=0.941, 95%CI: 0.862-1.020, P<0.001). Conclusion:ASL can effectively evaluate the BBB permeability of cerebral infarction lesions in patients with anterior circulation SIS; patients with ASL imaging type III have a relatively high risk of HT.