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.
Venous occlusive diseases include acute deep vein thrombosis, as well as chronic iliac vein compression syndrome and post thrombotic syndrome. These diseases can lead to severe venous hypertension which greatly affect life quality. So domestic and international vascular society both have published several guidelines and consensus focusing on these diseases including the “Diagnosis and Treatment Standard about Common Venous Diseases 2022” by Vein Group of Vascular Surgery Committee from Chinese Medical Doctor Association, “2021 Clinical Practice Guidelines on the Management of Venous Thrombosis” and “2022 Clinical Practice Guidelines on the Management of Chronic Venous Disease of the Lower Limbs” by European Society of Vascular Surgery. Herein, we make a comparison and explanation of these guidelines and consensus to provide reference to the management of venous occlusive diseases.
ObjectiveTo summarize the new biomarkers of deep venous thrombosis (DVT) and their research progress, so as to provide new ideas for the prevention, diagnosis and treatment of DVT. MethodThe literature about biomarkers of DVT in recent 5 years was reviewed and summarized. ResultsAccording to the results of literature review, a variety of common DVT biomarkers such as serum microrna, fibrin monomer, neutrophil capture net, and E-selectin were sorted out, but most of them had not been used in clinical DVT management. At present, the clinical diagnosis of DVT required the combination of positive D-dimer test and positive imaging examination, and there was no single biomarker for the diagnosis of DVT. ConclusionsBiomarkers are valuable in the diagnosis and treatment of DVT, but their sensitivity and specificity need to be optimized. Therefore, finding biomarkers with more diagnostic value is one of the future directions. At the same time, we also can consider fully combined with a variety of existing biomarkers, to improve the efficiency to the diagnosis of DVT.
Objective To explore the impact of anemia on the incidence of perioperative lower limb deep vein thrombosis (DVT) in patients undergoing total hip arthroplasty (THA). Methods A retrospective analysis was conducted on clinical data of 1 916 non-fracture patients who underwent THA between September 2015 and December 2021, meeting the selection criteria. Among them, there were 811 male and 1 105 female patients, aged between 18 and 94 years with an average of 59.2 years. Among the patients, 213 were diagnosed with anemia, while 1 703 were not. Preoperative DVT was observed in 55 patients, while 1 861 patients did not have DVT preoperatively (of which 75 patients developed new-onset DVT postoperatively). Univariate analysis was performed on variables including age, gender, body mass index (BMI), diabetes, hypertension, history of tumors, history of thrombosis, history of smoking, revision surgery, preoperative D-dimer positivity (≥0.5 mg/L), presence of anemia, operation time, intraoperative blood loss, transfusion requirement, and pre- and post-operative levels of red blood cells, hemoglobin, hematocrit, and platelets. Furthermore, logistic regression was utilized for multivariate analysis to identify risk factors associated with DVT formation. Results Univariate analysis showed that age, gender, hypertension, revision surgery, preoperative levels of red blood cells, preoperative hemoglobin, preoperative D-dimer positivity, and anemia were influencing factors for preoperative DVT (P<0.05). Further logistic regression analysis indicated that age (>60 years old), female, preoperative D-dimer positivity, and anemia were risk factors for preoperative DVT (P<0.05). Univariate analysis also revealed that age, female, revision surgery, preoperative D-dimer positivity, anemia, transfusion requirement, postoperative level of red blood cells, and postoperative hemoglobin level were influencing factors for postoperative new-onset DVT (P<0.05). Further logistic regression analysis indicated that age (>60 years old), female, and revision surgery were risk factors for postoperative new-onset DVT (P<0.05). Conclusion The incidence of anemia is higher among patients with preoperative DVT for THA, and anemia is an independent risk factor for preoperative DVT occurrence in THA. While anemia may not be an independent risk factor for THA postoperative new-onset DVT, the incidence of anemia is higher among patients with postoperative new-onset DVT.
ObjectiveTo investigate the clinical efficacy of AngioJet thrombectomy combined with iliac vein stenting for patients diagnosed with acute lower extremity deep venous thrombosis (DVT) with iliac vein compression syndrome（IVCS）. MethodsBetween January 2021 and October 2023, a total of 64 patients with acute lower extremity DVT which performed AngioJet thrombectomy combined with iliac vein stenting in Weifang People’s Hospital were retrospectively analyzed. The changes of clinical symptoms, signs, and thrombus burden before and after operation were observed. The patency score of vein and stent, difference of thigh circumference and calf circumference diameter, venous clinical severity score (VCSS), and chronic venous insufficienc questionnaire-14item (CIVIQ-14) score were recorded pre- and postsurgically, and the patency of stent was statistically evaluated by a comprehensive assessment of the postoperative 12-month angiography. ResultsOperative success was achieved in all the 64 patients. The aspiration time was 300–480 s [(313±32) s], and the operative time was 80–120 min [ (97±21) min]. No complications such as bleeding and hematoma occurred after operation. The hospitalization time was 5–12 d [ (7.5±2.8) d]. After operation, the patency score of vein and stent and the difference of thigh circumference diameter decreased or reduced, and the difference were statistically significant (P<0.001). The score of VCSS decreased, score of CIVIQ-14 increased after operation (P<0.05). Color Doppler ultrasound was performed at the first, third and sixth months after operation, and anterograde venography of lower limbs was performed at the 12th month. Only one patient had thrombosis recurrence at one month after operation, and finally developed into post-thrombosis syndrome of deep veins of lower limbs after anticoagulant conservative treatment. The veins and stents of the rest patients were unobstructed. ConclusionAngioJet thrombectomy combined with iliac vein stenting, could effectively expedited clot removal, reduced limb swelling, prevented post-thrombotic syndrome recurrence and significantly improved quality of life for patients with acute lower extremity DVT.
ObjectiveTo explore the correlation between the Barthel index score and other factors with the preoperative occurrence of deep vein thrombosis (DVT) in patients undergoing total hip arthroplasty (THA) revision surgery. MethodsA retrospective analysis was conducted on clinical data from 122 patients who met the inclusion criteria and underwent THA revision surgery between April 2017 and November 2020. Among them, 61 were male and 61 were female, with an age range of 32-85 years (mean, 65.3 years). The reasons for revision included prosthetic joint infection in 7 cases, periprosthetic fracture in 4 cases, prosthetic dislocation in 6 cases, and aseptic loosening in 105 cases. The Barthel index score was 76.4±17.7, with 10 cases classified as level 1, 57 as level 2, 37 as level 3, and 18 as level 4. Univariate analysis was performed on variables such as age, gender, body mass index, Barthel index score, preoperative D-dimer positivity, history of diabetes, hypertension, cancer, cerebral infarction, smoking, and thrombosis in patients with and without preoperative DVT. Furthermore, logistic regression was used to identify risk factors for preoperative DVT in THA revision surgery. The incidence of preoperative DVT was compared among different Barthel index score groups. ResultsPreoperative DVT was detected in 11 patients (9.02%), all of whom had intermuscular venous thrombosis. Among them, 1 had prosthetic joint infection, 1 had periprosthetic fracture, 1 had prosthetic dislocation, and 8 had aseptic loosening. Univariate analysis showed significant differences between the two groups in terms of age, gender, and Barthel index score (P<0.05). logistic regression further revealed that female, age ≥70 years, and Barthel index score<60 were independent risk factors for preoperative DVT in patients undergoing THA revision surgery (P<0.05). The incidence of preoperative DVT in patients with Barthel index scores of levels 1, 2, 3, and 4 were 0 case (0%), 2 cases (3.5%), 3 cases (8.1%), and 6 cases (33.3%), respectively. A significant correlation was found between Barthel index score classification and the incidence of preoperative DVT in patients undergoing THA revision surgery (χ2=10.843, P=0.001). ConclusionIn patients undergoing THA revision surgery, older age, female, and lower Barthel index scores are associated with higher preoperative DVT incidence. For patients with low preoperative Barthel index scores, preoperative thrombosis screening should be emphasized.
Objective To explore the causal association between obstructive sleep apnea (OSA) and venous thromboembolism (VTE). Methods Using the summary statistical data from the FinnGen biological sample library and IEU OpenGWAS database, the relationship between OSA and VTE, including deep vein thrombosis (DVT) and pulmonary embolism, was explored through Mendelian randomization (MR) method, with inverse variance weighted (IVW) as the main analysis method. Results The results of univariate MR analysis using IVW method showed that OSA was associated with VTE and pulmonary embolism (P<0.05), with odds ratios and 95% confidence intervals of 1.204 (1.067, 1.351) and 1.352 (1.179, 1.544), respectively. There was no correlation with DVT (P>0.05). Multivariate MR analysis showed that after adjustment for confounding factors (smoking, diabetes, obesity and cancer), OSA was associated with VTE, DVT and pulmonary embolism (P<0.05), with odds ratios and 95% confidence intervals of 1.168 (1.053, 1.322), 1.247 (1.064, 1.491) and 1.158 (1.021, 1.326), respectively. Conclusion OSA increases the risk of VTE, DVT, and pulmonary embolism.
ObjectiveTo compare the predictive value of six thrombotic risk assessment scales, including Autar, Wells, Padua, Caprini, Khorana, and COMPASS-CAT, for the deep venous thrombosis (DVT) of lower extremity in patients with gastrointestinal tumors. MethodsThe patients with gastrointestinal tumors who received surgical treatment in the General Surgery Department of Lanzhou University Second Hospital from March 2023 to October 2023 were collected. The risk of DVT on day 3 after surgery for the patient with gastrointestinal tumors was prospectively evaluated using the Autar, Wells, Padua, Caprini, Khorana, and COMPASS-CAT assessment scales. And the DVT was detected by ultrasound examination. The pionts of six thrombotic risk assessment scales were compared between the patient with DVT and without DVT based on the ultrasound examination results. The predictive value of the six thrombotic risk assessment scales for the lower extremity DVT in the patients with gastrointestinal tumors was evaluated by the area under receiver operating characteristic curve (AUC). ResultsA total of 108 patients who met the criteria, including 71 males and 37 females, were enrolled, age ranged from 18 to 85 years old, (58.3±11.2) years old. Fourty-two cases (38.9%) of DVT occurred. The age of patients with DVT was older than that of patients without DVT (P<0.05), but there were no statistical differences in the gender, body mass index, tumor location, comorbidities, and so on (P>0.05). The points of Autar, Padua, and Caprini in the patients with DVT were higher than those in the patients without DVT (P<0.05), while there were no statistical differences in the points of Wells, Khorana, and COMPASS-CAT between the two (P>0.05). The AUC for differentiating the occurrence of DVT in the patients with gastrointestinal tumors using the Autar, Wells, Padua, Caprini, Khorana, and COMPASS-CAT assessment scales were 0.907, 0.548, 0.636, 0.627, 0.589, and 0.535, respectively; The sensitivities were 97.6%, 14.3%, 52.4%, 83.3%, 47.6%, and 21.4%; The specificities were 2.4%, 85.7%, 47.6%, 16.7%, 52.4%, and 78.6%, respectively. ConclusionAccording to the abilities of Autar, Wells, Padua, Caprini, Khorana, and COMPASS-CAT to distinguish the occurrence of DVT in patients with gastrointestinal tumors after surgery, only the Autar evaluation scale is found to be more effective, while the other five evaluation scales are generally able to distinguish the occurrence of DVT.
Objective To identify and analyze all medical injury liability disputes lawsuits pertaining to inferior vena cava filters (IVCF) in “Lexis?China” database, the causes and outcomes of litigation of the cases were clarified with a view, and to provide suggestions for preventing potential medical patient dispute lawsuits and improving the clinical diagnosis and treatment level of doctors. Method The term “inferior vena cava filter” was searched in Lexis?China, and spanning from 2011-01-01 to 2022-12-31. Results A total of 221 cases of medical injury liability disputes were found, after screening and exclusion, a total of 179 relevant cases were included in this study for analysis. All first instance lawsuits were brought by patients against hospitals and had a high rate of compensation awarded (91.6%). Forty four cases were entered second instance litigation, and the proportion of maintaining the original judgment was high (68.2%). The main content involving the modification of the judgment was to increase the compensation amount (85.7%). In the 14 lawsuits related to the failure to place IVCF by the medical authority, the litigation points were all disputes arising from the hospital’s improper diagnosis and treatment of VTE patients, which led to the failure to place IVCF, with the highest proportion (92.3%) of improper diagnosis and treatment of pulmonary embolism (PE). For PE and deep vein thrombosis patients with clear indications for IVCF implantation but not placed, leading to litigation, the hospital bore different liability for compensation (18%–100%) depending on the fault factors of the hospital’s negligence in diagnosis and treatment. The hospital could also be held responsible for inadequate informed disclosure to affect patient judgment (23.1%). In 165 lawsuits related to the placement of IVCF, the vast majority of IVCF implants were for the diagnosis and treatment of VTE in patients (73.9%). However, such unplanned operations caused additional injuries and expenses to patients, and VTE occurred most frequently during hospitalization (76.2%). This type of embolism was most commonly secondary to fracture incision and fixation surgery (31.2%), and the average liability of hospitals for compensation varied due to different secondary factors. The occurrence of intraoperative and postoperative complications related to IVCF implantation could also lead to litigation (18.8%), and the proportion of dead patients in litigation was relatively high (32.3%). The most common complication leading to litigation was PE recurrence or exacerbation (22.5%), while intraoperative complications were vascular injury during interventional procedures (2/3). The overall trend of IVCF-related lawsuits reserves between 2011 and 2020 showed an overall upward trend, reaching a peak of 37 cases in 2020; the average amount of damages exceeded 100 000 yuan per case in 10 of the 12 years included in the statistics. Conclusions In China’s IVCF-related medical liability lawsuits, patients most often sue their doctors, who are often sued for failure to insert a filter due to untimely diagnosis and treatment of VTE, inadequate notification of informed consent for IVCF insertion, unplanned IVCF insertion due to the presence of VTE and IVCF-related complications, and the outcome is often unfavourable to the doctors. In addition, the number of IVCF related lawsuits and hospital compensation amounts have remained high in recent years.
ObjectiveTo discuss the implantation and conversion technology of convertible inferior vena cava filter and the experience of management.MethodsThe clinical data of 115 patients with convertible inferior vena cava filter implantation admitted to our vascular surgery center from January 2018 to December 2018 was retrospectively analyzed.ResultsAmong the 115 patients with convertible inferior vena cava filter implantation, 74 were males and 41 were females. The ages ranged from 22 to 87 years, with median age 54 years. The successful rate of filter implantation was 100% without any surgical related complications. After implantation surgery, patients were followed up from 4 to 455 days with a median of 90 days and the recurrence rate of adverse events was 7.8% (9/115). The recurrence time were 16 to 104 days after conversion, with a median of 42 days. Twenty-three patients (20.0%) received filter conversion, one of them failed and all the others succeeded. The technical successful rate was 95.7% (22/23). The conversion operative time was 22.8 to 51.4 min, with median time 27.4 min. The intervals between implantation and conversion were from 4 to 455 days, with median time 159 days. Accessory techniques were used in 20 of 22 successful filter conversions and the application rate of accessory technique was 90.9%. The patients were followed-up from 30 to 180 days after conversion with a median time of 90 days and no adverse event was reported.ConclusionConvertible inferior vena cava filter is a significant choice for patients application of inferior vena cava filter due to its high safety of conversion surgery, technical success rate and possibility of conversion after long-term indwelling.