1.Logistic regression versus CART decision tree model for predicting pulmonary infection in elderly patients with heart failure with reduced left ventricular ejection fraction
Min LI ; Hongqiang ZHAO ; Bin CAO ; Lili LIU ; Yuzhen BAO ; Fengyong YANG
The Journal of Practical Medicine 2024;40(23):3349-3355
Objective To analyze the risk factors of pulmonary infection in elderly patients with heart fail-ure with reduced left ventricular ejection fraction heart failure,and establish a risk predicting model of pulmonary infection in those patients by decision tree CART algorithm.Methods 320 elderly patients with heart failure with reduced left ventricular ejection fraction admitted from January 2020 to December 2022 were retrospectively selected as study objects,and were divided into an infection group and a non-infection group according to whether the patients were complicated with pulmonary infection.Logistic regression model and decision tree CART model were used to construct a prediction model of heart failure with reduced left ventricular ejection fraction complicated with pulmonary infection,and 5-fold cross-validation method was used for internal verification.The prediction effi-ciency of the models was compared.Results In the 320 patients,the incidence of pulmonary infection was 30.94%.The data on age,smoking history,diabetes mellitus,cardiac function grades,COPD,invasive procedures,length of hospital stay were compared between the infection and non-infection groups(P<0.05).logistic regression analysis showed that age of ≥ 75 years smoking history,complications with diabetes or/and COPD,cardiac function gradeⅢ/Ⅳ,invasive procedures,and hospital stay of ≥ 14 days were independent risk factors for pulmonary infection in the patients(P<0.05).Probability forecasting model P=1/[1+e(-3368+0.763*X1+0.814*X2+0.652*X3+1.05*X4+0.865*X5+1.027*X6+0.652*X7)],with an overall accurate rate of prediction of 80.9%.The Omnibus test showed P<0.001.The accuracy of predic-tion was 73.6%after the cross-validation of 5 fold.The decision tree model showed that invasive procedures were the most important influencing factors for pulmonary infection in elderly patients with heart failure with reduced left ventricular ejection fraction,with an information gain of 0.280.The ROC showed that the AUC value of logistic regression model was slightly higher than that of the decision tree(Z=2.850,P=0.004),and the prediction efficiency of both models was medium.Conclusions Age,smoking history,complications with diabetes mellitus or/and COPD,cardiac function grades,invasive procedures,and length of hospital stay are all influencing factors for pulmonary infection in elderly patients with heart failure with reduced left ventricular ejection fraction.The deci-sion tree model constructed in this study has a better efficiency for risk prediction,and it can provide reference for early clinical screening and intervention of heart failure with reduced left ventricular ejection fraction.
2.The application of trilobal method with integrated design for composite reduction labiaplasty
Yu ZHOU ; Fengyong LI ; Qiang LI ; Yujiao CAO ; Meichen LIU ; Yilin LI
Chinese Journal of Plastic Surgery 2024;40(12):1263-1272
Objective:The study aimed to investigate the clinical efficacy of integrated trilobal method for composite reduction labiaplasty.Methods:This study was a single-center, retrospective and observational study. The clinical data of patients diagnosed with hypertrophy of the labia minora and clitoral hood who underwent trilobal labiaplasty at the Plastic Surgery Hospital, Chinese Academy of Medical Sciences from April 2019 to January 2024 were retrospectively analyzed. In this technique, three flaps were designed at the junction of the clitoral hood and labia minora (M flap), as well as the medial (I flap) and lateral surfaces (E flap) of the labia minora. The goal was to preserve the clitoral-labial triangle while selecting and retaining tissues with optimal texture and color for reshaping the clitoral hood and labia minora. Patients were followed up 7-10 days and 3 months post-surgery, during which pre- and postoperative appearance comparisons, symptom improvement, complications and satisfaction questionnaires. At 3 months post-surgery, the patients completed the female genital self-image scale (FGSIS) score, which has a total score range of 7-28 points, with higher score indicating a more positive genital self-image. A total score of ≥21 points indicated satisfaction with the surgical outcome. SPSS 29.0 software was used to analyze the data. Age and operation time were reported as Mean ± SD. Preoperative and postoperative FGSIS scores were described as M ( Q1, Q3) and compared using the Wilcoxon Signed Rank test. Statistical significance was set at P<0.05. Results:A total of 556 patients were enrolled in this study, aged 18-53 years, with a mean age of (29.3±7.7) years. The primary concerns included poor aesthetic appearance, pain or discomfort, difficulty in cleaning, urinary deviation, and sexual discomfort. The procedure was performed smoothly with minimal bleeding. Small hematomas (≤2 cm 2) developed in the M flap in 8 cases within 24 hours post-procedure. Two patients returned to the hospital for hematoma removal, while 6 patients did not require additional treatment, which did not affect the healing of the incision. Postoperative wound dehiscence was observed in 2 cases at the junction of three flaps. However, the dehiscence was short (0.3-0.8 cm) and superficial, with no reports of secondary infection or poor wound healing. A total of 540 patients (97.12%) were followed up for 3 months, and no serious complications or deformities were reported. Six patients (1.11%) underwent a secondary repair surgery due to bilateral incomplete symmetry. The FGSIS score for the 540 patients was 26 (23, 27) points at 3 months post-operation, significantly higher than the preoperative score of 14 (9, 15) points before the operation ( Z=-20.38, P<0.001). Among these, 506 patients (93.70%) achieved FGSIS scores of ≥21 points, indicating satisfaction with both the cosmetic results and functional improvements. Conclusion:The trilobal method, featuring an integrated design for composite reduction labiaplasty, effectively removes redundant tissue in both the horizontal and vertical directions of the labia minora. Additionally, it addresses the lateral folds of the clitoral hood, resulting in fewer complications and high levels of postoperative functional and aesthetic satisfaction.
3.Clinical observation of pelvic floor muscle reconstruction in the treatment of female vaginal laxity combined with stress urinary incontinence
Fengyong LI ; Zhuomin JIA ; Yilin LI ; Meichen LIU ; Yipeng JIN ; Yansheng XU
Chinese Journal of Plastic Surgery 2024;40(12):1283-1288
Objective:To evaluate the feasibility of pelvic floor muscle reconstruction for women with vaginal laxity accompanied by stress urinary incontinence (SUI).Methods:A prospective cohort clinical study was conducted to collect clinical data from patients with vaginal laxity and SUI admitted to the Urogenital Reconstructive and Gender-affirming Department at the Plastic Surgery Hospital, Chinese Academy of Medical Sciences, and the Department of Urology, Third Medical Center, Chinese PLA General Hospital, from January 2019 to September 2022. Patients underwent surgical treatment for pelvic floor muscle reconstruction. The cough provocation test and the patient global impression of improvement (PGI-I) scale were utilized as objective and subjective indicators of treatment effecacy, respectively. The urinary incontinence quality of life scale (I-QOL) and the pelvic organ prolapse and urinary incontinence sexual function questionnaire 12(PISQ-12) were used to evaluate the changes in quality of life and sexual funtion. The changes in pelvic floor anatomical structure were evaluated by pelvic floor ultrasound. Data analysis was performed using SPSS version 23.0. The I-QOL and PISQ-12 scores, posterior vesicourethral angle, urethral rotation angle, and bladder neck motion before and after surgery were analyzed using paired t-test, with P<0.05 was considered statistically significant. Results:A total of 36 female patients were included, with an average age of 41.7 years (ranged 24-51 years) and an average body mass index of 23.8 kg/m 2. The average operation time was 76.2 minutes, and the average blood loss was 84.5 milliliters. After 12-27 months of postoperative follow-up, the objective and subjective cure rates were 86.1% (31/36) and 88.9% (32/36), respectively. The sexual function and quality of life of the patients were significantly improved compared with the preoperative results, and postoperative pelvic floor ultrasound results showed significant improvement. The I-QOL and PISQ-12 scores 12 months after surgery were statistically significant compared with those before surgery ( P<0.01). Postoperative pelvic floor ultrasonography revealed statistically significant differences in posterior vesicourethral angle, urethral rotation angle, and bladder neck motion during maximum Valsalva maneuver compared to preoperative data ( P<0.01). Conclusion:Pelvic floor muscle reconstruction is a safe and effective surgical method for patients with vaginal laxity combined with SUI. This procedure can significantly improve sexual quality of life and alleviates SUI symptoms, restores anatomical structure in the female pelvic floor, and enhances overall quality of life.
4.Logistic regression versus CART decision tree model for predicting pulmonary infection in elderly patients with heart failure with reduced left ventricular ejection fraction
Min LI ; Hongqiang ZHAO ; Bin CAO ; Lili LIU ; Yuzhen BAO ; Fengyong YANG
The Journal of Practical Medicine 2024;40(23):3349-3355
Objective To analyze the risk factors of pulmonary infection in elderly patients with heart fail-ure with reduced left ventricular ejection fraction heart failure,and establish a risk predicting model of pulmonary infection in those patients by decision tree CART algorithm.Methods 320 elderly patients with heart failure with reduced left ventricular ejection fraction admitted from January 2020 to December 2022 were retrospectively selected as study objects,and were divided into an infection group and a non-infection group according to whether the patients were complicated with pulmonary infection.Logistic regression model and decision tree CART model were used to construct a prediction model of heart failure with reduced left ventricular ejection fraction complicated with pulmonary infection,and 5-fold cross-validation method was used for internal verification.The prediction effi-ciency of the models was compared.Results In the 320 patients,the incidence of pulmonary infection was 30.94%.The data on age,smoking history,diabetes mellitus,cardiac function grades,COPD,invasive procedures,length of hospital stay were compared between the infection and non-infection groups(P<0.05).logistic regression analysis showed that age of ≥ 75 years smoking history,complications with diabetes or/and COPD,cardiac function gradeⅢ/Ⅳ,invasive procedures,and hospital stay of ≥ 14 days were independent risk factors for pulmonary infection in the patients(P<0.05).Probability forecasting model P=1/[1+e(-3368+0.763*X1+0.814*X2+0.652*X3+1.05*X4+0.865*X5+1.027*X6+0.652*X7)],with an overall accurate rate of prediction of 80.9%.The Omnibus test showed P<0.001.The accuracy of predic-tion was 73.6%after the cross-validation of 5 fold.The decision tree model showed that invasive procedures were the most important influencing factors for pulmonary infection in elderly patients with heart failure with reduced left ventricular ejection fraction,with an information gain of 0.280.The ROC showed that the AUC value of logistic regression model was slightly higher than that of the decision tree(Z=2.850,P=0.004),and the prediction efficiency of both models was medium.Conclusions Age,smoking history,complications with diabetes mellitus or/and COPD,cardiac function grades,invasive procedures,and length of hospital stay are all influencing factors for pulmonary infection in elderly patients with heart failure with reduced left ventricular ejection fraction.The deci-sion tree model constructed in this study has a better efficiency for risk prediction,and it can provide reference for early clinical screening and intervention of heart failure with reduced left ventricular ejection fraction.
5.The application of trilobal method with integrated design for composite reduction labiaplasty
Yu ZHOU ; Fengyong LI ; Qiang LI ; Yujiao CAO ; Meichen LIU ; Yilin LI
Chinese Journal of Plastic Surgery 2024;40(12):1263-1272
Objective:The study aimed to investigate the clinical efficacy of integrated trilobal method for composite reduction labiaplasty.Methods:This study was a single-center, retrospective and observational study. The clinical data of patients diagnosed with hypertrophy of the labia minora and clitoral hood who underwent trilobal labiaplasty at the Plastic Surgery Hospital, Chinese Academy of Medical Sciences from April 2019 to January 2024 were retrospectively analyzed. In this technique, three flaps were designed at the junction of the clitoral hood and labia minora (M flap), as well as the medial (I flap) and lateral surfaces (E flap) of the labia minora. The goal was to preserve the clitoral-labial triangle while selecting and retaining tissues with optimal texture and color for reshaping the clitoral hood and labia minora. Patients were followed up 7-10 days and 3 months post-surgery, during which pre- and postoperative appearance comparisons, symptom improvement, complications and satisfaction questionnaires. At 3 months post-surgery, the patients completed the female genital self-image scale (FGSIS) score, which has a total score range of 7-28 points, with higher score indicating a more positive genital self-image. A total score of ≥21 points indicated satisfaction with the surgical outcome. SPSS 29.0 software was used to analyze the data. Age and operation time were reported as Mean ± SD. Preoperative and postoperative FGSIS scores were described as M ( Q1, Q3) and compared using the Wilcoxon Signed Rank test. Statistical significance was set at P<0.05. Results:A total of 556 patients were enrolled in this study, aged 18-53 years, with a mean age of (29.3±7.7) years. The primary concerns included poor aesthetic appearance, pain or discomfort, difficulty in cleaning, urinary deviation, and sexual discomfort. The procedure was performed smoothly with minimal bleeding. Small hematomas (≤2 cm 2) developed in the M flap in 8 cases within 24 hours post-procedure. Two patients returned to the hospital for hematoma removal, while 6 patients did not require additional treatment, which did not affect the healing of the incision. Postoperative wound dehiscence was observed in 2 cases at the junction of three flaps. However, the dehiscence was short (0.3-0.8 cm) and superficial, with no reports of secondary infection or poor wound healing. A total of 540 patients (97.12%) were followed up for 3 months, and no serious complications or deformities were reported. Six patients (1.11%) underwent a secondary repair surgery due to bilateral incomplete symmetry. The FGSIS score for the 540 patients was 26 (23, 27) points at 3 months post-operation, significantly higher than the preoperative score of 14 (9, 15) points before the operation ( Z=-20.38, P<0.001). Among these, 506 patients (93.70%) achieved FGSIS scores of ≥21 points, indicating satisfaction with both the cosmetic results and functional improvements. Conclusion:The trilobal method, featuring an integrated design for composite reduction labiaplasty, effectively removes redundant tissue in both the horizontal and vertical directions of the labia minora. Additionally, it addresses the lateral folds of the clitoral hood, resulting in fewer complications and high levels of postoperative functional and aesthetic satisfaction.
6.Clinical observation of pelvic floor muscle reconstruction in the treatment of female vaginal laxity combined with stress urinary incontinence
Fengyong LI ; Zhuomin JIA ; Yilin LI ; Meichen LIU ; Yipeng JIN ; Yansheng XU
Chinese Journal of Plastic Surgery 2024;40(12):1283-1288
Objective:To evaluate the feasibility of pelvic floor muscle reconstruction for women with vaginal laxity accompanied by stress urinary incontinence (SUI).Methods:A prospective cohort clinical study was conducted to collect clinical data from patients with vaginal laxity and SUI admitted to the Urogenital Reconstructive and Gender-affirming Department at the Plastic Surgery Hospital, Chinese Academy of Medical Sciences, and the Department of Urology, Third Medical Center, Chinese PLA General Hospital, from January 2019 to September 2022. Patients underwent surgical treatment for pelvic floor muscle reconstruction. The cough provocation test and the patient global impression of improvement (PGI-I) scale were utilized as objective and subjective indicators of treatment effecacy, respectively. The urinary incontinence quality of life scale (I-QOL) and the pelvic organ prolapse and urinary incontinence sexual function questionnaire 12(PISQ-12) were used to evaluate the changes in quality of life and sexual funtion. The changes in pelvic floor anatomical structure were evaluated by pelvic floor ultrasound. Data analysis was performed using SPSS version 23.0. The I-QOL and PISQ-12 scores, posterior vesicourethral angle, urethral rotation angle, and bladder neck motion before and after surgery were analyzed using paired t-test, with P<0.05 was considered statistically significant. Results:A total of 36 female patients were included, with an average age of 41.7 years (ranged 24-51 years) and an average body mass index of 23.8 kg/m 2. The average operation time was 76.2 minutes, and the average blood loss was 84.5 milliliters. After 12-27 months of postoperative follow-up, the objective and subjective cure rates were 86.1% (31/36) and 88.9% (32/36), respectively. The sexual function and quality of life of the patients were significantly improved compared with the preoperative results, and postoperative pelvic floor ultrasound results showed significant improvement. The I-QOL and PISQ-12 scores 12 months after surgery were statistically significant compared with those before surgery ( P<0.01). Postoperative pelvic floor ultrasonography revealed statistically significant differences in posterior vesicourethral angle, urethral rotation angle, and bladder neck motion during maximum Valsalva maneuver compared to preoperative data ( P<0.01). Conclusion:Pelvic floor muscle reconstruction is a safe and effective surgical method for patients with vaginal laxity combined with SUI. This procedure can significantly improve sexual quality of life and alleviates SUI symptoms, restores anatomical structure in the female pelvic floor, and enhances overall quality of life.
7.Penehyclidine hydrochloride regulates angiopoietin 2/vascular endothelial cadherin (Ang2/VE-cadherin) pathway to alleviate LPS induced lung injury in rats.
Fengyong YANG ; Dongdong FANG ; Binghan ZHANG ; Yanjie SUN ; Haifeng LIU ; Yongjie QI ; Guangchen WEI
Chinese Journal of Cellular and Molecular Immunology 2023;39(8):708-713
Objective To explore the effect and mechanism of penehyclidine hydrochloride (PHCD) on vascular endothelial injury in septic rats. Methods Fifty male SD rats were randomly divided into control group, lipopolysaccharide (LPS) induced sepsis group (model group), low dose PHCD (0.3 mg/kg) group, medium dose PHCD (1.0 mg/kg) group and high dose PHCD (3.0 mg/kg) groups, ten mice for each group. Normal saline was injected into the tail vein of the control group, and 10 mg/kg lipopolysaccharide (LPS) was injected into the tail vein of the rats in other groups to prepare the sepsis rat models. After the models were successfully established, low, medium and high doses (0.3, 1.0, 3.0 mg/kg) of PHCD solution were injected into the tail vein of the rats of corresponding groups. Wet/dry mass ratio (W/D) of lung tissue of rats in each group was measured, and ELISA was used to assay interleukin-1β (IL-1β), tumor necrosis factor-α (TNF-α), IL-6 content and rat plasma angiopoietin 2 (Ang2) content in bronchoalveolar lavage fluid (BALF). HE staining was used to observe the pathological changes of lung tissues. Immunohistochemical staining was used to observe the expression of Ang2 in the right lung tissues. Western blot analysis was performed to detect Ang2 and vascular endothelial cadherin (VE-cadherin) protein in lung tissues. Results Compared with the control group, the W/D ratio of the lung tissues of rats in the model group and the contents of IL-1β, IL-6 and TNF-α in BALF were significantly increased; the lung tissues showed obvious pathological damage, with up-regulation of Ang2 expression and down-regulation of VE-Cadherin expression. Compared with the model group, the W/D ratio of the lung tissues of rats in three PHCD treatment groups and the contents of IL-1β, IL-6 and TNF-α in BALF were significantly reduced; the pathological damage of lung tissue was significantly reduced, with down-regulation of Ang2 expression and up-regulation of VE-cadherin expression. Conclusion PHCD can reduce LPS-induced lung inflammation in rats with sepsis by regulating the Ang2/VE-Cadherin pathway, thereby improving vascular endothelial injury.
Rats
;
Mice
;
Animals
;
Male
;
Lipopolysaccharides/metabolism*
;
Tumor Necrosis Factor-alpha/metabolism*
;
Angiopoietin-2/pharmacology*
;
Interleukin-6/metabolism*
;
Rats, Sprague-Dawley
;
Lung
;
Acute Lung Injury/metabolism*
;
Sepsis/metabolism*
8.Clinical effect of arthroscopic reduction and suture for tibial intercondylar eminence fractures by perforated Kirschner wire
Fei LIU ; Huacheng HOU ; Li JU ; Fengyong MAO ; Kai TANG
Chinese Journal of Applied Clinical Pediatrics 2023;38(9):693-697
Objective:To investigate the clinical effect of arthroscopic reduction of tibial intercondylar ridge fractures in children using a 2.0 mm perforated Kirschner wire to establish bone tunnels and the Krackow-" 8" suture.Methods:From January 2018 to December 2020, 24 children (14 males and 10 females, aged 6-15 years) with tibial intercondylar ridge fractures admitted to Children′s Hospital of Nanjing Medical University were retrospectively recruited for analyses.All patients were treated with arthroscopic reduction, non-absorbable Krackow-" 8" suture for the base of the anterior cruciate ligament, and establishment of bone tunnels by 2.0 mm perforated Kirschner wire from the proximal tibial epiphysis for inserting a suture to fix the fractures.The affected limb was immobilized with a cast for 4 weeks, followed by active exercises postoperatively.Knee function was assessed using the Lysholm score and IKDC 2000 subjective score.Knee stability was evaluated using the Lachman test.X-rays were taken at 3 and 6 months postoperatively to evaluate fracture healing.Growth retardation of epiphyseal plate at 2 years of follow-up was assessed by bilateral knee X-rays.Results:All the 24 cases were successfully operated, with the operation time of (63.1±20.2) (40-115) min.All children were followed up for 24-36 months[(28.7±3.4) months]. All children achieved an anatomical reduction of the fracture postoperatively.No complications like fracture displacement, suture rupture, or infection were reported.All fractures healed completely at 3 months postoperatively.At the last follow-up, the Lysholm score and IKDC 2000 subjective score were (94.4±4.8) points and (93.8±5.6) points, respectively.The positive Lachman test was detected in 2 patients.No inhibition of proximal tibial epiphyseal growth was observed.Conclusions:Arthroscopic reduction with non-absorbable Krackow-" 8" suture and establishment of bone tunnels using a 2.0 mm perforated Kirschner wire for the treatment of tibial intercondylar ridge fractures in children has the advantages of simple surgical procedures, minimal invasiveness, which is an effective treatment method.
9.Factors influencing recurrence of hepatocellular carcinoma following combined transcatheter arterial chemoembolization and radiofrequency ablation
Yimao XIA ; Xin LI ; Xiaomei TIAN ; Fengyong LIU
Chinese Journal of Hepatobiliary Surgery 2023;29(2):86-90
Objective:To analyze the risk factors of short-term recurrence of hepatocellular carcinoma (HCC) treated by transcatheter arterial chemoembolization combined with radiofrequency ablation (TACE-RFA), and to predict the short-term recurrence rate by establishing a nomogram model.Methods:The clinical data of patients with hepatocellular carcinoma treated with TACE-RFA at the PLA General Hospital from January 2010 to December 2019 were retrospectively analyzed. Of 125 patients who were included, there were 103 males and 22 females, aged (56.6±8.9) years old. Based on whether tumors had recurred within 12 months after treatment, the patients were divided into two groups: the recurrent group ( n=86) and the non-recurrent group ( n=39). The baseline conditions, tumor characteristics and preoperative laboratory examination resultss were collected and the patients were followed-up by outpatient reexaminations. Multivariate logistic regression analysis was used to study the risk factors of short-term recurrence. C-index, correction model and ROC curve were used to evaluate the model. Results:Multivariate logistics regression analysis showed that the neutrophil to lymphocyte ratio (NLR) >1.25 ( OR=2.87, P=0.048), albumin-γ-glutamyltransferase ratio (AGR)≤0.3 ( OR=3.40, P=0.043), incomplete tumor encapsulation ( OR=3.81, P=0.007) and maximum tumor diameter ( OR=1.98, P=0.003) were independent risk factors for short-term recurrence after TACE-RFA. Applying the above factors to construct the nomograph, the C-index was 0.767, the area under the curve was 0.77 (95% CI: 0.67-0.85), and the calibration curve had a good consistency. Conclusion:NLR>1.25, AGR≤0.3, incomplete tumor encapsulation and tumor maximum diameter were risk factors of short-term recurrence after TACE-RFA in patients with HCC. The nomogram model based on the above factors was of good value in predicting short-term recurrence after TACE-RFA.
10.A multicenter retrospective study of renal cell carcinoma with Mayo level Ⅳ inferior vena cava tumor thrombus: comparison of different surgical approaches
Cheng PENG ; Qingbo HUANG ; Yonghui CHEN ; Peng WU ; Peng ZHANG ; Songliang DU ; Cangsong XIAO ; Qiang FU ; Guodong ZHAO ; Fengyong LIU ; Qiuyang LI ; Haiyi WANG ; Baojun WANG ; Xin MA ; Xu ZHANG
Chinese Journal of Urology 2022;43(5):324-329
Objective:To explore the clinical efficacy and safety of different surgical procedures of Mayo level Ⅳ inferior vena cava tumor thrombus(IVC-TT).Methods:The clinical and pathological data of 36 patients with Mayo level Ⅳ tumor thrombus were collected in three large clinical centers in China, including 18 cases in PLA General Hospital, 7 cases in Nanfang Hospital, and 11 cases in Renji Hospital. There were 25 males and 11 females.The median age was 56.5 years (53-67 years old). The average body mass index was 24.18±2.55 kg/m 2. The average diameter of renal tumors was 8.24±3.25 cm. The average length of inferior vena cava tumor thrombus was 12.89±2.50 cm. Mayo level Ⅳ tumor thrombus were divided into level Ⅳa and level Ⅳb (301 classification) based on the criterion of whether the proximal end of the thrombus has invaded the right atrium. Among them, level Ⅳa patients underwent robot-assisted inferior vena cava thrombectomy without cardiopulmonary bypass(CPB-free group, 6 cases). Level Ⅳb patients underwent robot-assisted inferior vena cava thrombectomy with cardiopulmonary bypass(CPB group, 12 cases) or cardiopulmonary bypass with deep hypothermic circulatory arrest assisted inferior vena cava thrombectomy(CPB/DHCA group, 18 cases). The baseline data of the three groups of patients were comparable. The perioperative results and long-term survival data after surgery were compared with different surgical methods for grade Ⅳcancer thrombosis. Results:All operations were successfully completed. Compared with the CPB group, the CPB-free group had a shorter first portal blocking time[17.5(15-36)min vs. 36.5(12-102)min, P=0.044], less intraoperative bleeding [2 350(1 000-3 000)ml vs. 3 500 (1 500-12 000)ml, P=0.043] and a lower allogeneic blood transfusion [1 250(500-2 000)ml vs. 2 185(700-5 800)ml, P=0.049]. Compared with the CPB/DHCA group, the CPB-free group had an advantage in reducing intraoperative allogeneic blood transfusion [1 250(500-2 000)ml vs. 2 700(1 200-10 000)ml, P=0.003]. There were no significant differences between groups in terms of duration of surgery and postoperative hospital stay. Among the 36 patients in this group, 23(64%) developed major complications (level Ⅲ or above), including 9 (25%) grade Ⅲ, 12 (33%) grade Ⅳ, and 2 (6%) grade Ⅴ. The CPB-free group had a relatively low complication rate of grade Ⅳ or above [ 17% (1/6) vs.42% (5/12) vs.44% (8/18)]. There were no statistical differences in median progression-free survival (16.4 vs.12.3 vs.18.0 months, P=0.695) and overall survival (30.1 vs.30.2 vs.37.7 months, P=0.674) between the groups. Conclusions:Robot-assisted inferior vena cava thrombectomy without cardiopulmonary bypass has the advantages of short ischemia time of organs, less intraoperative bleeding, and low incidence of major complications, which can be used as a safe and feasible surgical strategy for selected level Ⅳ tumor thrombus.

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