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 The purpose of this study was to find the best material for valvular wrapping operation of deep vein of lower limb and to study the diagnostic value of colored Ultrasonic-Doppler for valvular incompetency of the deep vein and the function of the popliteal valve. METHODS Strips of autogenous saphenous vein, autogenous fascia lata and pieces of polytetrafluroethylene artificial vessel were used respectively as the wrapping material for narrowing the valve in 30 dogs. The results of three different wrapping material were obtained by colored Ultrasonic-Doppler and transpopliteal venography in 78 patients. The hemokinetics of the popliteal valve was examined in 20 normal persons. RESULTS In the saphenous vein and fascia lata groups, diffuse fibrosis and marked narrowing of the femoral vein were found, while in the group of artificial vein graft, the graft was intact without prominent fibrosis and narrowing of the vein. In comparing with the result of venography, the accuracy of diagnosis by colored Ultrasonic-Doppler was 91.86%. The femoral and popliteal venous valves closed at the same time when holding the breath, but the popliteal venous valve opened more widely than the femoral venous valve when the calf muscles of the leg contracted. CONCLUSION It was suggested that the graft was the best material for valvular wrapping operation, and colored Ultrasonic-Doppler was an important and non-invasive method for the diagnosis of incompetency of deep vein. The popliteal venous valve was the important barrier for protection of the function of deep vein.
【Abstract】 Objective To explore the effectiveness of multiple joint arthroplasty in treating lower limb joint disease. Methods Between January 2000 and December 2007, 5 patients with lower limb joint disease (three or more joints were involved) were treated with total hip and knee arthroplasty. There were 3 males and 2 females, aged from 27 to 59 years (mean, 41.8 years). Two patients had ankylosing spondylitis and 3 had rheumatoid arthritis, whose hip and knee joints were involved. Four patients lost the ability of walking preoperatively, 1 patient could only walk with crutch. The Harris score was 24 ± 24 and the Hospital for Special Surgery (HSS) score was 28 ± 15. All patients underwent multiple joint arthroplasty simultaneously (2 cases) or multiple-stage (3 cases). Results Wounds healed by first intention in all patients. In 1 patient who had dislocation of the hip after operation, manipulative reduction and immobilization with skin traction were given for 3 weeks, and no dislocation occurred; in 2 patients who had early sign of anemia, blood transfusion was given. All patients were followed up 46-140 months with an average of 75 months. The patients could walk normally, and had no difficulty in upstairs and downstairs. The stability of the hip and knee was good, and no joint infection or loosening occurred. The Harris score was 88 ± 6 at last follow-up, showing significant difference when compared with the preoperative score (t=8.16, P=0.00); the HSS score was 86 ± 6, showing significant difference when compared with the preoperative score (t=13.96, P=0.00). Conclusion Multiple joint arthroplasty is an effective treatment method in patients with lower limb joint disease, which can significantly improve life quality of patients.
Main iliac artery disease is a common lesion that leads to arteriosclerosis and occlusion of the lower limbs. Effective treatment of complex main iliac artery disease has always been a difficult problem. The author’s team successfully treated a patient with long segment iliac artery occlusive disease from the left common iliac artery to the opening of the left femoral artery (118 mm) with Gore viabahn VBX balloon dilated intravascular covered stent and viabahn covered stent, and be reported.
Objective To analyze the correlation between frailty syndrome and lower limb motor function in hospitalized elderly patients. Methods Convenience sampling method was used to select inpatients aged 65 and above from the Center of Gerontology and Geriatrics of West China Hospital, Sichuan University between December 2022 and May 2023. The FRAIL Scale, Short Physical Performance Battery (SPPB), and Timed Up and Go Test (TUGT) were used to evaluate the degree of frailty and lower limb motor function, and to explore the correlation between frailty and lower limb motor function. Results A total of 501 elderly patients were included, including 325 males (64.9%) and 176 females (35.1%); 256 cases of frailty (51.1%), 161 cases of pre-frailty (32.1%), and 84 cases of non-frailty (16.8%). The incidence of frailty in hospitalized elderly male patients was higher than that in female patients (P<0.05); The incidence of frailty in patients aged 80-99 was higher than that in patients aged 65-79 (P<0.05). The Spearman correlation analysis results showed that all dimensions of SPPB were negatively correlated with frailty (P<0.001), while TUGT was positively correlated with frailty (r=0.776, P<0.001). The results of multiple linear regression analysis showed that the worse the motor function of the lower limbs, the higher the debilitation score. Conclusions Frailty syndrome in hospitalized elderly patients is closely related to lower limb motor function. Lower limb motor function assessment can be used to predict the onset of frailty in clinical practice, and interventions to improve lower limb motor function can be used to improve the frailty of elderly patients.
OBJECTIVE: To evaluate the rate of salvage of lower limb with long-time injury of popliteal artery. METHODS: Twenty-one patients with injury of popliteal artery were treated. The interval between injury and repair of artery ranged from 12 hrs to 48 hrs. The essences of operation were thorough debridement of the ischemic and necrotic muscles, primary suture of wound, and repair of popliteal artery on the basis of reduction and fixation of fracture. RESULTS: The limb salvage were achieved in 19 cases. The saved limbs could fulfill the basic function of walk. CONCLUSION: Thorough debridement of ischemic and necrotic muscle and primary suture of wound were reasonable methods which could treat long-time injury of popliteal artery without amputation.
OBJECTIVE: To investigate the therapeutic effect of subfascial endoscopic perforator vein surgery (SEPS) in treatment of varicose of the lower limb. METHODS: From 1999. 11 to 2000. 12, 108 patients with varicose of the lower limb underwent venous surgery and 34 of them were treated by SEPS. There were 16 males and 18 females aged 20-79(averaged 51.4 years). Thirty limbs (26 cases) had open ulcers and the diameter of ulcer was 1.5-12.0 cm. Eleven limbs (8 cases) had severe pigmentation and the skin changes had been presented for 1 month to 15 years. According to the severity of illness, flush saphenofemoral ligation, great saphenous vein stripping, percutaneous continuous venous circum suture, external femoral vein valve repair and SEPS were performed separately or simultaneously. RESULTS: Active ulcers healed in 19 limbs after 1 month, in 7 limbs after 3 months, and in the other 4 ulcers after skin transplantation. There was no ulcer recurrence during follow-up (ranged 9-22 months). CONCLUSION: SEPS can accelerate the healing of venous ulcers, and it is one of important methods in the treatment of chronic venous insufficiency.
he fascia lata substitute valve operation was performed for curing the supperficial varieositycaused by the deep vein incompotence of the lower extremity basing on the study of the sources ofblood supply and the vascular distribution features of the fascia lata. The fascia lata subetitute vein valve operations were done on three males with the age rangingbetween 22 and 44 years old, and the rerelts were satisfactory 2 and 6 months after oporation.
ObjectiveTo investigate the effects of intermittent irrigation of insulin solution combined with continuous drainage of vacuum sealing drainage (VSD) in chronic diabetic lower limb ulcers. MethodsBetween January 2012 and December 2014, 45 patients with diabetic lower limb ulcer were treated with VSD (group A, n=15), with VSD combining irrigation of normal saline (group B, n=15), and with VSD combining irrigation of insulin solution (group C, n=15) after debridement. There was no significant difference in gender, age, course of ulcers, area and depth of wound, glycosylated hemoglobin, and Wagner grade among 3 groups (P>0.05), and the data were comparable. The levels of fasting blood glucose, 2-hour postprandial blood glucose, and random blood glucose were determined everyday during treatment. The contents of insulin growth factor 1 (IGF-1), tumor growth factor α (TNF-α), and nitric oxide (NO) in necrotic tissue after drainage were determined. The coverage rate and thickness of granulation tissue and clearance rate of bacteria in wound were calculated, the granulation tissue in the center of the wound was harvested for pathological observation with HE staining after 6 days of treatment. The second stage operation was performed according to the condition of wounds, and the time to the second stage operation and the method of the second stage operation were recorded and the survival rate of grafted skin or flap was calculated. ResultsThe pathological staining showed that there were a few new microvessels and fibroblasts in group A after treatment;more new microvessels and fibroblasts were observed in group B;and many new microvessels and fibroblasts were found in group C. There was no significant difference in levels of fasting blood glucose, 2-hour postprandial blood glucose, and random blood glucose among 3 groups during treatment (P>0.05). The coverage rate and thickness of granulation tissue and clearance rate of bacteria in group C were significantly higher than those in groups A and B after treatment (P<0.05). The contents of IGF-1 and NO were significantly increased and TNF-α was significantly decreased in group C when compared with those in group A (P<0.05). Compared with group B, IGF-1 and NO contents were significantly increased at 3-6 days and at 2-6 days respectively, and TNF-α content was significantly decreased at 3-6 days in group C (P<0.05). The method of the second stage operation showed no significant difference among 3 groups (χ2=2.920, P=0.230), but the time to the second stage operation in group C was significantly shorter than that in groups A and B (P<0.05), and the survival rate of grafted skin or flap in group C was significantly higher than that in groups A and B (P<0.05). ConclusionThe treatment of diabetic lower limb ulcers with intermittent irrigation of insulin solution combined with continuous drainage of VSD can reduce inflammatory reaction effectively, promote development of granulation tissue, improve recovery function of tissue, increase the rate and speed of wound healing obviously, but it has no effect on blood glucose levels.
Objective To determine the impact of the lower limb weight bearing line ratio (WBLR) on motor function recovery after high tibial osteotomy (HTO). Methods A retrospective analysis was conducted on 55 patients with unilateral compartment knee osteoarthritis who underwent open-wedge HTO between August 2020 and October 2023 and met the selection criteria. Based on the postoperative Lysholm score, patients were divided into two groups: the good knee function group (Lysholm score≥90, group A) and the poor knee function group (Lysholm score<90, group B). Lysholm score, American Knee Society (AKS) score, Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC) score, and visual analogue scale (VAS) score for pain were compared between the two groups. Univariate analysis was performed on baseline data including gender, age, body mass index (BMI), affected side, disease duration, Kellgren-Lawrence grade, and radiographic parameters [preoperative and postoperative medial proximal tibial angle, lateral distal femoral angle, femoral-tibial angle, hip-knee-ankle angle (HKA), WBLR, posterior tibial slope angle, and joint line convergence angle] to identify factors influencing functional recovery. Multivariate logistic regression analysis was further used to identify independent factors. Additionally, receiver operating characteristic (ROC) curve analysis was employed to determine the optimal cut-off value of postoperative WBLR for predicting motor function recovery, and the area under curve (AUC) was calculated to assess diagnostic performance. Results All 55 patients were followed up 10-14 months (mean, 11.8 months). According to the postoperative Lysholm score, there were 30 patients in group A and 25 in group B. All postoperative clinical scores in group A were significantly better than those in group B (P<0.05). Univariate analysis indicated that age, BMI, postoperative HKA, and postoperative WBLR were influencing factors for motor function recovery (P<0.1). Further multivariate logistic regression analysis identified a postoperative WBLR≤55.5% as an independent factor influencing motor function recovery (P<0.05). ROC curve analysis yielded an AUC of 0.788 and determined the optimal postoperative WBLR cut-off value for predicting motor function recovery to be 55.5% (P<0.001). Conclusion A postoperative WBLR of 55.5% is associated with optimal motor function recovery after HTO.