1.Machine learning model predicts the occurrence of acute kidney injury after open surgery for abdominal aortic aneurysm repair.
Chang SHENG ; Mingmei LIAO ; Haiyang ZHOU ; Pu YANG
Journal of Central South University(Medical Sciences) 2023;48(2):213-220
OBJECTIVES:
Abdominal aortic aneurysm is a pathological condition in which the abdominal aorta is dilated beyond 3.0 cm. The surgical options include open surgical repair (OSR) and endovascular aneurysm repair (EVAR). Prediction of acute kidney injury (AKI) after OSR is helpful for decision-making during the postoperative phase. To find a more efficient method for making a prediction, this study aims to perform tests on the efficacy of different machine learning models.
METHODS:
Perioperative data of 80 OSR patients were retrospectively collected from January 2009 to December 2021 at Xiangya Hospital, Central South University. The vascular surgeon performed the surgical operation. Four commonly used machine learning classification models (logistic regression, linear kernel support vector machine, Gaussian kernel support vector machine, and random forest) were chosen to predict AKI. The efficacy of the models was validated by five-fold cross-validation.
RESULTS:
AKI was identified in 33 patients. Five-fold cross-validation showed that among the 4 classification models, random forest was the most precise model for predicting AKI, with an area under the curve of 0.90±0.12.
CONCLUSIONS
Machine learning models can precisely predict AKI during early stages after surgery, which allows vascular surgeons to address complications earlier and may help improve the clinical outcomes of OSR.
Humans
;
Aortic Aneurysm, Abdominal/complications*
;
Endovascular Procedures/methods*
;
Retrospective Studies
;
Blood Vessel Prosthesis Implantation/adverse effects*
;
Acute Kidney Injury/etiology*
;
Machine Learning
;
Treatment Outcome
;
Postoperative Complications/etiology*
;
Risk Factors
2.Preliminary experience of transcatheter pulmonary valve replacement using domestic balloon-expandable valve.
Zhen Gang ZHAO ; Rui Tao LI ; Xin WEI ; Yong PENG ; Jia Fu WEI ; Sen HE ; Qiao LI ; Xiao LI ; Yi Jian LI ; Xiang LI ; Xuan ZHOU ; Ming Xia ZHENG ; Guo CHEN ; Qi AN ; Mao CHEN ; Yuan FENG
Chinese Journal of Cardiology 2023;51(8):825-831
Objectives: To evaluate the feasibility and preliminary clinical results of transcatheter pulmonary valve replacement (TPVR) with the domestically-produced balloon-expandable Prizvalve system. Methods: This is a prospective single-center observational study. Patients with postoperative right ventricular outflow tract (RVOT) dysfunction, who were admitted to West China Hospital of Sichuan University from September 2021 to March 2023 and deemed anatomically suitable for TPVR with balloon-expandable valve, were included. Clinical, imaging, procedural and follow-up data were analyzed. The immediate procedural results were evaluated by clinical implant success rate, which is defined as successful valve implantation with echocardiography-assessed pulmonary regurgitation
Male
;
Humans
;
Pulmonary Valve/surgery*
;
Heart Valve Prosthesis/adverse effects*
;
Heart Valve Prosthesis Implantation
;
Constriction, Pathologic/surgery*
;
Prospective Studies
;
Ventricular Outflow Obstruction/surgery*
;
Treatment Outcome
;
Cardiac Catheterization/methods*
;
Transcatheter Aortic Valve Replacement
3.Preliminary experience of transcatheter pulmonary valve replacement using domestic balloon-expandable valve.
Zhen Gang ZHAO ; Rui Tao LI ; Xin WEI ; Yong PENG ; Jia Fu WEI ; Sen HE ; Qiao LI ; Xiao LI ; Yi Jian LI ; Xiang LI ; Xuan ZHOU ; Ming Xia ZHENG ; Guo CHEN ; Qi AN ; Mao CHEN ; Yuan FENG
Chinese Journal of Cardiology 2023;51(8):825-831
Objectives: To evaluate the feasibility and preliminary clinical results of transcatheter pulmonary valve replacement (TPVR) with the domestically-produced balloon-expandable Prizvalve system. Methods: This is a prospective single-center observational study. Patients with postoperative right ventricular outflow tract (RVOT) dysfunction, who were admitted to West China Hospital of Sichuan University from September 2021 to March 2023 and deemed anatomically suitable for TPVR with balloon-expandable valve, were included. Clinical, imaging, procedural and follow-up data were analyzed. The immediate procedural results were evaluated by clinical implant success rate, which is defined as successful valve implantation with echocardiography-assessed pulmonary regurgitation
Male
;
Humans
;
Pulmonary Valve/surgery*
;
Heart Valve Prosthesis/adverse effects*
;
Heart Valve Prosthesis Implantation
;
Constriction, Pathologic/surgery*
;
Prospective Studies
;
Ventricular Outflow Obstruction/surgery*
;
Treatment Outcome
;
Cardiac Catheterization/methods*
;
Transcatheter Aortic Valve Replacement
4.Comparison of stent displacement and displacement force after endovascular aneurysm repair with cross-limb or parallel-limb stent.
Jianjin YUE ; Yiming ZHAO ; Jiarong WANG ; Yubo FAN ; Tinghui ZHENG
Journal of Biomedical Engineering 2022;39(4):645-650
This study aims to investigate whether displacement force on stents can accurately represents the displacement of the stent after endovascular aneurysm repair (EVAR) by comparing the measured stent displacement with the displacement forces calculated by computational fluid dynamics (CFD). And the effect of cross-limb and parallel-limb EVAR on stent displacements is further studied. Based on our objective, in this study, ten cross-limb EVAR patients and ten parallel-limb EVAR patients in West China Hospital of Sichuan University were enrolled. Patient-specific models were first reconstructed based on the computed tomography angiography images, then the stent displacements were measured, and the displacement forces acting on the stents were calculated by CFD. Finally, the
Aortic Aneurysm, Abdominal/surgery*
;
Blood Vessel Prosthesis
;
Blood Vessel Prosthesis Implantation
;
Endovascular Procedures/methods*
;
Humans
;
Prosthesis Design
;
Retrospective Studies
;
Stents
;
Treatment Outcome
5.Outcome comparison between LSA complete reconstruction and partial coverage with endovascular technique for patients with Stanford type B aortic dissection.
Wen Xu PAN ; De Hui QIAN ; Han XIAO ; Shi Lin FU ; Jun JIN
Chinese Journal of Cardiology 2022;50(8):753-760
Objectives: To compare the short-term outcomes of branched stentgrafts for left subclavian artery (LSA) revascularization or partial LSA coverage without reconstruction in the treatment of type B aortic dissection with proximal tear close to LSA. Methods: A total of 125 type B aortic dissection patients were treated with thoracic endovascular aortic repair (TEVAR) in Xinqiao Hospital of the Army Medical University from January 2019 to March 2021. Their medical records were reviewed and the outcomes were followed up. According to the different treatment methodologies, the patients were divided into complete LSA coverage with reconstruction group (n=25) and partial LSA coverage without reconstruction group (n=100). The data of baseline characteristics, clinical outcomes, and incidence of postoperative in-hospital adverse events were collected and compared between the two groups. The adverse events during one-year follow-up were also compared between the two groups. Kaplan-Meier analysis and log-rank test were used to compare the cumulative survival rates between groups. Results: Compared with partial LSA coverage group, distance of proximal tear to LSA((8.69±2.32)mm vs. (13.77±1.71) mm) was shorter, in-hospital expenses[175 400(166 000-189 900) yuan vs. 143 700 (138 100-151 800) yuan] was higher, average length of stent [200.00 mm vs. 150.00 (150.00-150.00) mm] and operation time [155.00 (140.00-170.00) min vs. 95.00 (80.00-100.00) min] were longer, and volumes of contrast agent [300.00 (200.00-300.00) ml vs. 200.00 (200.00-300.00) ml] (P<0.05) were higher for patients in the complete LSA coverage with reconstruction group. The incidence of post-operative fever was significantly higher in complete LSA coverage with revascularization group than that in partial LSA partial coverage with reconstruction group (56% vs. 25%, P=0.003). There was no significant difference in the incidences of all-cause death, stroke, endoleak, paraplegia, and LSA branch vessel occlusion between the two groups during follow-up. Kaplan-Meier analysis showed that there was no significant difference in the cumulative survival rates between the two groups (log-rank test: P=0.572 5). Conclusion: The TEVAR with complete LSA revascularization or partial LSA coverage without reconstruction for type B aortic dissection close to LSA are safe and effective with high success rates. There is no significant difference between these two techniques in short-term outcomes.
Aortic Dissection/surgery*
;
Aortic Aneurysm, Thoracic/surgery*
;
Blood Vessel Prosthesis Implantation/methods*
;
Endovascular Procedures/methods*
;
Humans
;
Retrospective Studies
;
Stents
;
Subclavian Artery/surgery*
;
Time Factors
;
Treatment Outcome
6.Clinical characteristics and diagnosis and treatment strategies of patients with severe traumatic aortic injury.
Ying Zhen BU ; Xuan Ze LIU ; Tie Nan ZHOU ; Xu Dong LIU ; Hong Xu JIN ; Xiao Jiang LIU ; Xiao Zeng WANG
Chinese Journal of Cardiology 2022;50(8):767-773
Objective: To investigate the clinical characteristics and diagnosis and treatment strategies of patients with severe traumatic aortic injury (TAI). Methods: A total of 25 patients with TAI, who hospitalized in our hospital between August 2005 to March 2021 and underwent thoracic aortic endovascular repair (TEVAR), were included in this retrospective study. According to the time from admission to TEVAR, the patients were divided into emergency TEVAR group (14 cases, TEVAR within 24 h of admission) and elective TEVAR group (11 cases, patients underwent surgery or fracture reduction and fixation first for serious injuries and then underwent TEVAR more than 24 h after admission). The general clinical data of patients, injury severity score (ISS), time from admission to intervention, total hospital stay, the proportion of closed chest drainage and the proportion of abdominal organ repair were obtained and compared. Clinical follow-up and 1-year postoperative aortic computed tomography angiography (CTA) were performed on the patients. Death, the occurrence of aortic adverse events and injury recovery were followed up and recorded. Results: The mean age of these 25 TAI patients was (41.4±14.4) years, 20 patients were males (80.0%). 21 patients (84.0%) had persistent chest and back pain, 17 (68.0%) had pleural effusion and 5 (20.0%) had mediastinal hematoma. The injury severity score (ISS) was significantly higher in the elective TEVAR group than in the emergency TEVAR group (24.9±14.4 vs. 35.5±9.3, P=0.044). The time from admission to intervention ((1.0±0.0) d vs. (3.4±0.9) d, P<0.001], the time from admission to TEVAR ((1.0±0.0) d vs. (11.5±13.8) d, P=0.030) and total hospital stay ((6.1±2.3) d vs. (26.8±7.7) d, P<0.001) were significantly longer in elective TEVAR group than in emergency TEVAR group. The proportion of thoracic closed drainage was significantly lower in the elective TEVAR group than in the emergency TEVAR group (9 (64.3%) vs. 2 (18.2%), P=0.042). The proportion of abdominal organ repair was significantly higher than in the emergency TEVAR group (0 vs. 4 (36.4%), P=0.026). All of 25 patients were discharged alive and followed up for (84.0±30.5) months. All patients survived and completed 1-year postoperation CTA. There were no aortic adverse events occurred, and no complications after surgery, and the fractures and organ injuries healed well. Conclusions: The clinical characteristics of severe TAI are acute multi-injuries combined with persistent chest and/or back pain, pleural effusion, and mediastinal hematoma. Timely diagnosis and treatment are important factors for the outcome. The treatment strategy for multi-injuries should give priority to dealing with life-threatening injuries. TEVAR is the primary treatment strategy for severe TAI and is related to satisfactory outcomes.
Adult
;
Aorta, Thoracic/surgery*
;
Aortic Diseases
;
Blood Vessel Prosthesis Implantation/adverse effects*
;
Endovascular Procedures/methods*
;
Female
;
Hematoma/surgery*
;
Humans
;
Male
;
Middle Aged
;
Pleural Effusion/surgery*
;
Retrospective Studies
;
Risk Factors
;
Treatment Outcome
7.Relationship between simple renal cyst and adverse events in patients receiving thoracic endovascular aortic repair for Stanford B aortic dissection.
Yi ZHU ; Song Yuan LUO ; Yuan LIU ; Wen Hui HUANG ; Peng Chen HE ; Nian Jin XIE ; Ling XUE ; Jian Fang LUO
Chinese Journal of Cardiology 2022;50(8):774-779
Objective: To explore the prognostic value of simple renal cyst (SRC) for adverse events in patients receiving thoracic endovascular aortic repair (TEVAR) for Stanford B aortic dissection (TBAD). Methods: This study is a retrospective cohort study. Consecutive patients receiving TEVAR for TBAD between January 2010 and December 2015 were enrolled in this study. The patients were divided into SRC group and non-SRC group. With sex and age ±2 years old as matching factors, SRC group and non-SRC group were matched by 1∶1. Collect and compare the differences of clinical data between the two groups. Adverse events were recorded through outpatient, telephone follow-up and in-hospital review. After adjusting for confounding factors, multivariate Cox regression was used to analyze the risk factors of aortic adverse events. Kaplan-Meier method was used to analyze the survival curve of SRC group and non-SRC group. Results: A total of 692 consecutive patients were recruited. Patients were divided into SRC group (n=235) and non-SRC group (n=457). After 1∶1 matching, there were 229 cases in SRC group and no SRC group respectively. The age of SRC group was (62.3±10.4) years old, 209 cases were male (91.3%), and the age of no SRC group was (62.0±10.2) years old, 209 cases were male (91.3%). Cox regression analysis showed that, after adjusting for confounding factors, comorbid SRC (HR=1.991, 95%CI: 1.090-3.673, P=0.025), TEVAR in the acute phase (HR=13.635, 95%CI: 5.969-31.147, P=0.001), general anesthesia (HR=2.012, 95%CI: 1.066-3.799, P=0.031) are independent factors of aortic-adverse events after TEVAR for TBAD. Kaplan-Meier analysis showed that the cumulative survival rate of SRC group was significantly lower than non-SRC group (log-rank P=0.031, 0.005). Conclusion: SRC is an independent predictor of aortic-related adverse events in patients following TEVAR for TBAD.
Aged
;
Aortic Dissection/surgery*
;
Aortic Aneurysm, Thoracic/surgery*
;
Blood Vessel Prosthesis Implantation/methods*
;
Endovascular Procedures/methods*
;
Female
;
Humans
;
Kidney Diseases, Cystic/complications*
;
Male
;
Middle Aged
;
Postoperative Complications
;
Retrospective Studies
;
Risk Factors
;
Time Factors
;
Treatment Outcome
8.Comparison on the prognosis of severe aortic stenosis patients treated with transcatheter aortic valve replacement versus surgical aortic valve replacement: a systematic review and meta-analysis.
Ping FAN ; Yuan Zheng YE ; Xiang MA
Chinese Journal of Cardiology 2022;50(9):913-919
Objective: To systematically review the prognosis of transcatheter aortic valve replacement (TAVR) versus surgical aortic valve replacement (SAVR) in patients with severe aortic stenosis. Methods: A systematic search of PubMed, EMBASE, Scopus, Cochrane Library, China biomedical literature database, China journal full text database (CNKI), Wanfang database and VIP database from January 2012 to February 2022 was conducted for randomized controlled trial (RCT) that comparing TAVR and SAVR in the treatment of severe aortic stenosis. The primary outcomes were the incidence of all-cause mortality, stroke incidence, reoperation rate and complications (pacemaker implantation, atrial fibrillation) at 1 month and 1, 2, 5 years after operation. Jadad scale was used to evaluate the literature quality of RCTs. All statistical analyses were performed using the standard statistical procedures provided in RevMan 5.4.1. Results: A total of 17 studies including 11 712 patients were identified, including 6 007 patients treated with TAVR and 5 705 patients treated with SAVR. There were 4 high-quality studies and 13 medium-quality studies. The results of meta-analysis showed that the rate of new onset atrial fibrillation was lower in TAVR group than that in SAVR group (RR=0.28, 95%CI 0.21-0.38, P<0.001), and there was no significant difference in all-cause death, stroke, pacemaker implantation and reoperation rate (all P>0.05) at 30 days follow-up. At one year after TAVR and SAVR treatment, all-cause mortality (RR=0.85, 95%CI 0.74-0.97, P=0.01) and new onset atrial fibrillation (RR=0.28, 95%CI 0.20-0.39, P<0.001) were lower in TAVR group than SAVR group. However, the pacemaker implantation rate was higher in TAVR group than that of SAVR group (RR=1.79, 95%CI 1.11-2.89, P=0.02), while there was no significant difference in the incidence of stroke and reoperation between the two groups (P>0.05). At two years after TAVR and SAVR treatment, the pacemaker implantation rate was higher in TAVR group than that in SAVR group (RR=2.23, 95%CI 1.28-3.86, P=0.004), and the rate of new atrial fibrillation was lower in TAVR group than that in SAVR group (RR=0.46, 95%CI 0.38-0.56, P<0.001). There was no significant difference in all-cause death, stroke and reoperation rates between the two groups (P>0.05). At five years after TAVR and SAVR treatment, the pacemaker implantation rate (RR=1.89, 95%CI 1.13-3.17, P=0.02) and reoperation rate (RR=3.64, 95%CI 1.75-7.58, P=0.000 5) were higher in TAVR group than those in SAVR group, while the rate of new onset atrial fibrillation was lower in TAVR group than that in SAVR group (RR=0.45, 95%CI 0.37-0.55, P<0.001). There was no significant difference in all-cause death and stroke incidence between the two groups (all P>0.05). Conclusions: The all-cause mortality and the incidence of new onset atrial fibrillation after TAVR are lower than SAVR, and TAVR is a preferred therapy for patients with aortic stenosis.
Aortic Valve
;
Aortic Valve Stenosis/surgery*
;
Atrial Fibrillation/etiology*
;
Heart Valve Prosthesis Implantation
;
Humans
;
Prognosis
;
Randomized Controlled Trials as Topic
;
Stroke
;
Transcatheter Aortic Valve Replacement/methods*
9.The risk factors of distal aorta negative remodeling after endovascular aortic repair in type B dissection.
Lan Lin ZHANG ; Sheng YANG ; Hui Qiang GAO ; Shang Dong XU
Chinese Journal of Surgery 2022;60(11):987-991
In recent years, great progress has been made in the treatment of Stanford type B aortic dissection, especially endovascular repair technology has become the main treatment. However, it is only used to repair the primary tear, the residual tears and false lumen are often left at the distal end, which causes adverse events such as distal aortic dilatation or even rupture. At present, there are many studies on the influencing factors of aortic remodeling, which provide some references for the prognosis of patients.The aorta carries the transportation of blood flow, and various factors affecting hemodynamics also affect the remodeling of aorta. Some researchers reported several factors related to negative remodeling and added auxiliary techniques, and achieved gratifying results. However, because of the different conditions of each patient, the specific treatment method is still unclear, the factors affecting the aortic remodeling effect also have not been thoroughly studied. Clarifying the influencing factors of negative remodeling is helpful to screen high-risk patients, optimize the treatment plan and improve the prognosis.
Humans
;
Aortic Aneurysm, Thoracic/surgery*
;
Blood Vessel Prosthesis Implantation/adverse effects*
;
Endovascular Procedures/methods*
;
Treatment Outcome
;
Aorta
;
Risk Factors
;
Retrospective Studies
10.Submammary placement of implantable cardioverter defibrillators: a Singapore plastic surgeon experience.
Jun Chance GOH ; Elaine BOEY ; Pipin KOJODJOJO ; Nallathamby VIGNESWARAN
Singapore medical journal 2022;63(1):47-50
The use of implantable cardioverter defibrillators (ICDs) in young women has been increasing in recent years owing to greater awareness about inherited cardiac conditions that increase the risk of sudden death. Traditional placement of ICDs in the infraclavicular region among young women often leads to visible scars, a constant prominence that causes irritation from purse or bra straps and can result in body image concerns and device-related emotional distress. In this case series, two women with long QT syndrome required placement of ICDs for prevention of sudden cardiac death. Submammary placement of ICDs was performed in collaboration with electrophysiologists. We describe our local experience and technique in submammary placement of ICDs as well as the challenges faced.
Death, Sudden, Cardiac/prevention & control*
;
Defibrillators, Implantable
;
Female
;
Heart Diseases
;
Humans
;
Prosthesis Implantation/methods*
;
Singapore

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