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.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
5.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*
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Defibrillators, Implantable
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Female
;
Heart Diseases
;
Humans
;
Prosthesis Implantation/methods*
;
Singapore
6.Hand-sewn expanded polytetrafluoroethylene valved conduit for right ventricular outflow tract reconstruction.
Tao QIAN ; Can HUANG ; Ting LU ; Hong ZHANG ; Haoyong YUAN ; Li XIE ; Zhongshi WU
Journal of Central South University(Medical Sciences) 2022;47(1):94-100
OBJECTIVES:
Due to the lack of large-sized pulmonary valved conduit products in clinical practice, hand-sewn expanded polytetrafluoroethylene (ePTFE) valved conduit has been used for right ventricular outflow tract (RVOT) reconstruction in many heart centers around the world. This study aims to summarize the early results of the ePTFE valved conduit and the sewing technology of the conduit in combination with the latest progress, and to provide a reference for the application of ePTFE valved conduit.
METHODS:
A total of 21 patients using ePTFE valved conduit for RVOT reconstruction in the Second Xiangya Hospital, Central South University from October 2018 to October 2020 were prospectively enrolled in this study. The age at the implantation of the conduit was 4.3 to 43.8 (median 15.1) years old, with weight of (38.9±4.1) kg. In this cohort, 14 patients underwent re-reconstruction of RVOT, including 12 patients with pulmonary regurgitation at 6.3 to 31.0 (median 13.8) years after tetralogy of Fallot (TOF) repair, and 2 patients with failed bovine jugular vein conduit (BJVC). Seven patients underwent Ross operations. Among them, 3 were for aortic valve stenosis, 2 were for aortic regurgitation, and 2 were for both stenosis and regurgitation. The ePTFE valved conduits were standard hand-sewn during the surgery. The 3 leaflets were equal in size with arc-shaped lower edge of the valve sinus. The free edge of the valve leaflets was straight with the length of about 1 mm longer than the diameter. The height of the valve sinus was 4/5 of the diameter. The junction of the valve leaflet was 3/4 of the height of the sinus. The designed leaflets were then continuous non-penetrating sutured into the inner surface of Gore-Tex vessel to make a valved conduit. Valved conduits with diameter of 18, 20, and 22 mm were used in 2, 9, and 10 cases, respectively. The surgical results, postoperative recovery time, and serious complications were summarized, and the changes of postoperative cardiac function status and hemodynamic status of the conduits were investigated.
RESULTS:
During the implantation of ePTFE valved conduit for RVOT reconstruction, 2 patients underwent mechanical mitral valve replacement with Ross operation, 2 patients with pulmonary regurgitation with repaired TOF underwent left and right pulmonary artery angioplasty, and 1 patient with failed BJVC underwent tricuspid valvuloplasty. The cardiopulmonary bypassing time for patients underwent re-reconstruction of RVOT was (130.9±16.9) min, with aorta clamping for 1 patient to repair the residual defect of the ventricular septum. The cardiopulmonary bypassing and aorta clamping time for Ross operation were (242.7±20.6) min and (145.6±10.5) min, respectively. The duration of postoperative ventilator assistance, intensive care unit stay, and hospital stay were 3.5 h to 7.7 d (median 17.1 h),11.2 h to 29.5 d (median 1.9 d), and 6.0 to 56.0 (median 13.0) d, respectively. All patients survived after discharge from hospital. The follow-up rate after discharge was 100% with median time at 15.0 (13.0 to 39.0) months. No death happened during the follow-up. One patient underwent stent implantation due to right coronary stenosis 2 months after Ross operation. One patient underwent balloon dilation due to right pulmonary artery ostium stenosis 1 year after re-reconstruction of RVOT. The cardiac function of all patients recovered to NYHA class I 6 months after operation. The peak pressure gradient across the valve measured by transthoracic echocardiography before discharge was (9.4±2.6) mmHg (1 mmHg=0.133 kPa), and (18.3±6.1) mmHg at the last follow-up. There was no significant increase in the gradient during the follow-up (P=0.134). No patient suffered from mild or more pulmonary regurgitation.
CONCLUSIONS
Hand-sewn ePTFE valved conduit is feasible for RVOT reconstruction. It is a promising material for RVOT reconstruction which can effectively meet clinical need. In our experience, the ePTFE valved conduit is simple to manufacture with satisfactory early outcomes.In the application of ePTFE valved conduit, attention should be paid to implantation indications and postoperative anticoagulation management, especially to the preparation details of the valved conduit, to obtain better function and durability of the conduit after implantation.
Adolescent
;
Animals
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Cattle
;
Constriction, Pathologic/surgery*
;
Heart Valve Prosthesis/adverse effects*
;
Heart Valve Prosthesis Implantation/methods*
;
Humans
;
Infant
;
Polytetrafluoroethylene
;
Prosthesis Design
;
Pulmonary Valve Insufficiency/surgery*
;
Retrospective Studies
;
Treatment Outcome
;
Ventricular Outflow Obstruction/surgery*
7.Preliminary clinical experience of the novel transcatheter aortic valve system Prizvalve® for the treatment of severe aortic stenosis.
Jia Fu WEI ; Hao Ran YANG ; Yong PENG ; Sen HE ; Yong CHEN ; Zhen Gang ZHAO ; Wei MENG ; Xuan ZHOU ; Yu Jia LIANG ; Wen Xia ZHOU ; Xin WEI ; Xi LI ; Fei CHEN ; Zhong Kai ZHU ; Yi ZHANG ; Jing Jing HE ; Mao CHEN ; Yuan FENG
Chinese Journal of Cardiology 2022;50(2):137-141
Objective: To evaluate the safety and efficacy of transcatheter aortic valve implantation (TAVI) with the novel Prizvalve® system in treating severe aortic stenosis. Methods: This is a single-center, prospective, single-arm, observational study. A total of 11 patients with severe aortic stenosis with high risk or inappropriate for conventional surgical aortic valve replacement (SAVR) were included, and TAVI was achieved with the Prizvalve® system between March 2021 and May 2021 in West China Hospital. Transthoracic echocardiography (TTE) was performed immediately after prosthesis implantation to evaluate mean transaortic gradient and maximal transaortic velocity. The device success rate was calculated, which was defined as (1) the device being delivered via the access, deployed, implanted and withdrawn, (2) mean transaortic gradient<20 mmHg (1 mmHg=0.133 kPa) or a maximal transaortic velocity<3 m/s post TAVI, and without severe aortic regurgitation or paravalvular leak post TAVI. TTE was performed at 30 days after the surgery, and all-cause mortality as well as the major cardiovascular adverse events (including acute myocardial infarction, disabling hemorrhagic or ischemic stroke) up to 30 days post TAVI were analyzed. Results: The age of 11 included patients were (78.1±6.3) years, with 8 males. A total of 10 patients were with NYHA functional class Ⅲ or Ⅳ. Devices were delivered via the access, deployed, implanted and withdrawn successfully in all patients. Post-implant mean transaortic gradient was (7.55±4.08) mmHg and maximal transaortic velocity was (1.78±0.44) m/s, and both decreased significantly as compared to baseline levels (both P<0.05). No severe aortic regurgitation or paravalvular leak was observed post TAVI. Device success was achieved in all the 11 patients. No patient died or experienced major cardiovascular adverse events up to 30 days post TAVI. Mean transaortic gradient was (9.45±5.07) mmHg and maximal transaortic velocity was (2.05±0.42) m/s at 30 days post TAVI, which were similar as the values measured immediately post TAVI (both P>0.05). Conclusions: TAVI with the Prizvalve® system is a feasible and relatively safe procedure for patients with severe aortic stenosis and at high risk or inappropriate for SAVR. Further clinical studies could be launched to obtain more clinical experience with Prizvalve® system.
Aged
;
Aged, 80 and over
;
Aortic Valve
;
Aortic Valve Stenosis/surgery*
;
Heart Valve Prosthesis
;
Heart Valve Prosthesis Implantation
;
Humans
;
Male
;
Prospective Studies
;
Transcatheter Aortic Valve Replacement/methods*
;
Treatment Outcome
9.Risk analysis and preventive strategies of implant placement in patients with hypertension.
Yu Zi XU ; Si Yuan WANG ; Chuan ZHOU ; Fu Ming HE
Chinese Journal of Stomatology 2022;57(4):430-435
Recently, among the edentulous patients who undergo dental implants, the proportion of hypertensive patients remains high, which poses a greater challenge for clinicians to operate and to maintain the therapeutic effect. The present review comprehensively summarized clinical researches about the adverse effects on dental implants, outlined molecular mechanisms of the positive effects of various antihypertensive drugs on bone metabolism, and proposed that clinicians should select preventive strategies during preoperative and intraoperative procedures according to the blood pressure of patients with hypertension.
Alveolar Bone Loss
;
Dental Implantation, Endosseous/methods*
;
Dental Implants
;
Dental Prosthesis, Implant-Supported
;
Dental Restoration Failure
;
Humans
;
Hypertension/surgery*
;
Jaw, Edentulous
;
Maxilla/surgery*
;
Risk Assessment
10.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

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