Objective To explore the efficiency of artificial intelligence algorithm model using preoperative blood indexes on the prediction of deep vein thrombosis (DVT) in patients with lower limb fracture before operation. Methods Patients with lower limb fracture treated in the Department of Orthopedics of Deyang People’s Hospital between January 2018 and December 2022 were retrospectively selected. Their basic and clinical data such as age, gender, height and weight, and laboratory examination indicators at admission were collected, then the neutrophi to lymphocyte ratio (NLR), monocyte to lymphocyte ratio (MLR), and platelet to lymphocyte ratio (PLR) were calculated. According to color Doppler ultrasound indication of DVT in lower extremities at admission, the patients were divided into DVT group and non-DVT group. After data preprocessing, grey relational analysis (GRA) was used to screen the combination model of important predictive features of DVT, and BP neural network prediction model was established using the selected features. Finally, the accuracy of BP neural network prediction model was evaluated, and was compared with those of different models in clinical prediction of DVT. Results A total of 4033 patients with lower limb fracture were enrolled, including 3127 cases in the DVT group and 906 cases in the non-DVT group. GRA selected seven important predictive features: absolute lymphocyte value, NLR, MLR, PLR, plasma D-dimer, direct bilirubin, and total bilirubin. The accuracies of logistic regression analysis, random forest, decision tree, BP neural network and GRA-BP neural network combination model were 74%, 76%, 75%, 84% and 87%, respectively. The GRA-BP neural network combination model had the highest accuracy. Conclusion The GRA-BP neural network selected in this paper has the highest accuracy in preoperative DVT risk prediction in patients with lower limb fracture, which can provide a reference for the formulation of DVT prevention strategies.
Objective To analyze the influence of the body mass index (BMI) and age on deep vein thrombosis (DVT) after the total hip arthroplasty(THA) or total knee arthroplasty(TKA) in Chinese patients who received prophylactic treatment for DVT. Methods We used a randomized clinical case-control study. From April 2004 to August 2004, weperformed THA and TKA for 95 patients (128 hips and knees). There were 27 men and 68 women with an average age of 60 years (range, 23-78) at surgery, and withan average BMI of 25.88 kg/m2 (range, 14.34-40.39) before surgery. All the patients were given low-molecular-weight heparin for 7-10 days pre-and postoperatively to prevent DVT. Color Doppler ultrasonography was used to detect DVT of bilateral lower extremities in all the patients before operation and 7-10 days after operation.The patients were divided into 4 groups according to their BMI:the non-obese group (BMI≤25.00 kg/m2), the overweight group (BMI, 25.01-27.00 kg/m2), the obese group (BMI, 27.01-30.00 kg/m2), and the morbidly obese group (BMIgt;30.00 kg/m2); and they were also divided into 4 groups according to their ages (≤40, 4160, 61.70, gt;70 yr) so as to analyze the influence of the BMI and age on DVT. Results The total incidence ofDVT in all the patients was 47.4% (45/95) and the incidence of proximal DVT was 3.2%. Forty-five patients had DVT and 50 patients had no DVT. The average BMI of the patients with DVT was significantly higher than that of the patients with no DVT (Plt;005). The overweight, obese, and morbidly obese patients had an odds ratio of 7.04, 4.8,and 9.6 for DVT compared with the nonobese patients (P＜0.05); but the obese group had a less risk than the other 2 groups.The 41-60, 61-70, and gt;70-year-old patients had an odds ratio of 24.0, 38.2, and 24.4 for DVT compared with the ≤40year-old patients (P＜0.05). Conclusion Obesity (BMIgt;25 kg/m2) and an increasing age (gt;40 yr) are identified as statistically significant risk factors for DVT after THA or TKA, and patients aged 61-70 years are more likely tohave DVT than the other patients. We should pay more attention to those obesity and aged patients when they are undergoing the total joint replacement, and we should give them enough prophylaxis and closely observe the symptoms in their bilateral lower extremities after operation, taking ultrasonography or venography to check DVT if necessary, so that we can give them prompt treatment and prevent fatal pulmonary thromboembolism.
Objective To evaluate the security and validity of the acute extreme hypervolemic hemodilution (AEHH) in spine surgery. Methods Thirteen patients(8 males, 5 females; age, 16-65 years; weight, 50-75 kg) who had undergone major spine operations were enrolled in this study. Eleven of them had undergone anterior decompression, who were given the grafting and the internal fixation for their thoracolumber spinal burst fractures; the other 2 patients were given the correction operation for their scoliosis. The baselines of the haematocrit (Hct）were 0.363-0.481 before operation. The patients had no cardiac, pulmonary, hepatic or renal dysfunction or coagulation abnormality. The hemodynamic status and the haematocrit were observed during operation. The parameters of thromboelastography (TEG)，arterial blood gas, and electrolytes were measured and observed at the following time points: before AEHH, after AEHH, 60 minutes after AEHH, 120 minutes after AEHH, and the end of the operation. The total fluid volume was recorded. Results The autologous blood volume was1 050-1 575 ml (average,1 419±198 ml), plasma substitute 2 100-3 150 ml (average,2 838±397 ml), blood loss1 000-3 130 ml (average, 1 747±743 ml), urine 450-1 270 ml (average, 871±374 ml), and the net blood transfusion 1 206-2 661 ml(1 863±598 ml). The homogenous blood of 400 ml was transfused in 1 patient for making upthe blood loss of 3 130 ml. There were no statistically significant differencesin the hemodynamic measurements, arterial blood gas, and electrolyte variables when compared with the baseline values before the hemodilution (Pgt;0.05). The reaction time of TEG was longer 60 minutes after AEHH than before AEHH (Plt;0.05); the other parameters of TEG had no differences when compared with the baseline values (Pgt;0.05). Conclusion The AEHH is safe and efficient in reduction of the perioperative homogenous blood transfusion in spine surgery.
Objective To observe the clinical effect of intravenous thrombolytic therapy for central retinal artery occlusion (CRAO) with poor effect after the treatment of arterial thrombolytic therapy. Methods Twenty-four CRAO patients (24 eyes) with poor effect after the treatment of arterial thrombolytic therapy were enrolled in this study. There were 11 males and 13 females. The age was ranged from 35 to 80 years, with the mean age of (56.7±15.6) years. There were 11 right eyes and 13 left eyes. The visual acuity was tested by standard visual acuity chart. The arm-retinal circulation time (A-Rct) and the filling time of retinal artery and its branches (FT) were detected by fluorescein fundus angiography (FFA). The visual acuity was ranged from light sensation to 0.5, with the average of 0.04±0.012. The A-Rct was ranged from 18.0 s to 35.0 s, with the mean of (29.7±5.8) s. The FT was ranged from 4.0 s to 16.0 s, with the mean of (12.9±2.3) s. All patients were treated with urokinase intravenous thrombolytic therapy. The dosage of urokinase was 3000 U/kg, 2 times/d, adding 250 ml of 0.9% sodium chloride intravenous drip, 2 times between 8 - 10 h, and continuous treatment of FFA after 5 days. Comparative analysis was performed on the visual acuity of the patients before and after treatment, and the changes of A-Rct and FT. Results After intravenous thrombolytic therapy, the A-Rct was ranged from 16.0 s to 34.0 s, with the mean of (22.4±5.5) s. Among 24 eyes, the A-Rct was 27.0 - 34.0 s in 4 eyes (16.67%), 18.0 - 26.0 s in 11 eyes (45.83%); 16.0 - 17.0 s in 9 eyes (37.50%). The FT was ranged from 2.4 s to 16.0 s, with the mean of (7.4±2.6) s. Compared with before intravenous thrombolytic therapy, the A-Rct was shortened by 7.3 s and the FT was shortened by 5.5 s with the significant differences (χ2=24.6, 24.9; P＜0.01). After intravenous thrombolytic therapy, the visual acuity was ranged from light sensation to 0.6, with the average of 0.08±0.011. There were 1 eye with vision of light perception (4.17%), 8 eyes with hand movement/20 cm (33.33%), 11 eyes with 0.02 - 0.05 (45.83%), 2 eyes with 0.1 - 0.2 (8.33%), 1 eye with 0.5 (4.17%) and 1 eye with 0.6 (4.17%). The visual acuity was improved in 19 eyes (79.17%). The difference of visual acuity before and after intravenous thrombolytic therapy was significant (χ2=7.99, P＜0.05). There was no local and systemic adverse effects during and after treatment. Conclusion Intravenous thrombolytic therapy for CRAO with poor effect after the treatment of arterial thrombolytic therapy can further improve the circulation of retinal artery and visual acuity.
ObjectiveTo analyze the factors influencing the occurrence of subclinical leaflet thrombosis (SLT) after percutaneous aortic valve replacement using balloon-expandable valve (Sapien3, S3). Methods Retrospective analysis was made on 62 patients with severe aortic stenosis undergoing percutaneous aortic valve replacement using S3 in our center from September 2020 to June 2022. Patients with a history of vascular atherosclerosis or with significant increase or insignificant decrease of aortic valve flow or gradient pressure during follow-up were selected for CT examination. Results A total of 26 patients were finally included, with an average age of 70.31±8.90 years, and the male proportion was higher (n=15, 57.69%). Among them, 5 patients had SLT. Compared with the non-SLT group, patients in the SLT group were older (68.52±8.80 years vs. 77.80±4.66 years, P=0.007). The age factor (≥75 years) and the diameter of the ascending aorta were associated with SLT (both P<0.05). Conclusion The incidence of SLT is higher in the elderly patients. It is speculated that SLT is related to the characteristics of short balloon dilation valves and low blood flow dynamics of valve racks.
ObjectiveTo summarize the treatment measures and experience for one patient with acute pulmonary thromboembolism after modified radical mastectomy for breast cancer. MethodsThe discussion on MDT (multi-disciplinary team) of a breast cancer patient admitted to The First Hospital of Lanzhou University in March 2018 and the results of the discussion on acute pulmonary thromboembolism after operation were summarized. ResultsThis patient had many high risk factors for deep venous thrombosis of the lower extremities, such as obesity, advanced age, hypertension, malignant tumor, and surgical stress. The operative time was about 90 min and the blood loss was 30 mL, without nerve and vascular injuries. Acute pulmonary thromboembolism occurred suddenly on 10 days after operation, which led to heart failure. Eventually, the patient died of the peripheral circulatory insufficiency caused by respiratory failure and heart failure. ConclusionSurgeons should pay great attention to the perioperative management of the patients with many high-risk factors, who may occur acute pulmonary thromboembolism caused by deep venous thrombosis of lower limbs after radical mastectomy.
The high incidence and mortality rates existed in chronic pulmonary thromboembolism(PTE), with considerable misdiagnosis and missed diagnosis rate. The prognosis for patients with chronic thromboembolic pulmonary hypertension was poor with medical therapy. But the pulmonary thromboendarterectomy was well established.The postoperative pulmonary hypertension and reperfusion pulmonary edema are main complications and death causes. The key management after pulmonary thromboendarterectomy is important which decreases pulmonary hypertension , and prevents reperfusion pulmonary edema and re thromboembolism.
Blood pump is the core component of artificial ventricular assist device, and thrombosis is a severe complication of blood pump in clinical application. Methods of controlling and reducing thrombosis include materials surface modification, structure and parameters optimization of blood pump, and others. The typical symptoms of thrombosis and the hazard of various types of blood pump, the formation mechanism and primary factors for thrombosis, and the simulation prediction models for thrombosis were reviewed in this paper.