Lower limb alignment and soft tissue balance are important factors affecting patient satisfaction, clinical functional outcome, and prosthetic long-term survival rate after total knee arthroplasty (TKA). Robot-assisted TKA (rTKA) has the advantages of achieving precise osteotomy and soft tissue balance. However, rTKA under the guidance of classic mechanical alignment principles does not significantly improve the functional outcome after operation. The new TKA alignment principles, such as kinematic alignment (KA) and functional alignment (FA), can better consider the patient’s own knee joint morphology and kinematic characteristics, which may help improve the clinical results of TKA. With the help of more objective and accurate soft tissue balance assessment tool such as pressure sensors, KA and FA have been proven to better achieve soft tissue balance. rTKA can achieve non-neutral alignment goals such as KA or FA more accurately and reproducibly. The use of these lower limb alignment and soft tissue balancing strategies will be expected to further increase the patients’ satisfaction rate after rTKA.
Objective To investigate a modified robotized hydraulictensor for management of the ligament balance in the total knee arthroplasty. Methods The effect of the modified robotized hydraulic tensor on the mechanical behaviour of the ligament system balance in the total knee arthroplasty was analyzed andthe related information was obtained. Results The robotized hydraulic tensor acted as a tensorsensor system, which could assist the surgeon by providing thequantitative information to align the lower limb in extension, equalize the articular spaces in extension and flexion, balance the internal and external forces, and define the femoral component rotation, and by providing the information toplan the releasing of the soft tissues and the rotating of the femoral component. Conclusion The modified robotized hydraulic tensor can enable the surgeon to properly manage the ligament balance in the total knee arthroplasty.
ObjectiveTo investigate the effectiveness of soft tissue balance technique by flexor pollicis longus (FPL) tendon transfer for Wassel Ⅳ-D thumb duplication in children. Methods A clinical data of 14 children with Wassel Ⅳ-D thumb duplication met the selection criteria between January 2017 and January 2021 was retrospectively analyzed. There were 5 boys and 9 girls with an average age of 21.6 months (range, 18-35 months). Ten cases were left hand deformity and 4 cases were right hand deformity. During operation, the radial thumb was excised, and the FPL tendon of the radial thumb was used to reconstruct the soft tissue balance of the ulnar thumb. Postoperative evaluation included the range of motion (ROM) of passive flexion and extension of the interphalangeal joint (IP) and metacarpophalangeal joint (MCP), the alignments of the IP and MCP, the percentage of the width of the nail plate and the circumference of the thumb at the level of the IP to contralateral thumb. Results All operations were completed successfully, and all incisions healed by first intention. The children were followed up 12-36 months (mean, 21.7 months). At last follow-up, the ROM of passive flexion and the deviation of the IP, and the deviation of the MCP significantly improved when compared with those before operation (P<0.05); the ROM of passive extension of the IP and the ROM of passive flexion of the MCP did not significantly improve when compared with those before operation (P>0.05). The ROMs of passive extension of the MCP were 0° before and after operation. The width of the nail plate was 76.6%±4.1% of the unaffected side, and the circumference of the thumb at the level of the IP was 92.0%±9.1% of the unaffected side. ConclusionThe soft tissue balance technique by FPL tendon trasfer can effectively correct the alignment of the Wassel Ⅳ-D thumb duplication in children, and maintain the correction effect effectively, but further follow-up and comprehensive evaluation are needed to investigate the long-term effectiveness.
Objective To assess the relationship between the change in fluid overload at 48 h after initiation of continuous renal replacement therapy (CRRT) and 28-day mortality in critically ill patients with acute kidney injury (AKI). Methods A retrospective cohort study was performed using data from the MIMIC-IV database from 2008 to 2019. Patients who received CRRT for AKI for more than 24 h within 14 d of admission to the intensive care unit were included. The exposure variable was the proportion of change of fluid overload (ΔFO%, defined as the difference between body weight normalized fluid input and output) at 48 h after CRRT initiation, and the endpoint was 28-day mortality. Generalized additive linear regression models and logistic regression models were used to determine the relationship between the exposure and endpoint. Results A total of 911 patients were included in the study, with a median (lower quartile, upper quartile) ΔFO% of −3.27% (−6.03%, 0.01%) and a 28-day mortality of 40.1%. Generalized additive linear regression model showed that the ΔFO% at 48 h after CRRT initiation was associated with a J-shaped curve with 28-day mortality. After adjusting for other variables, as compared with the second quartile of ΔFO% group, the first quartile group [odds ratio (OR)=1.23, 95% confidence interval (CI) (0.81, 1.87), P=0.338] was not associated with higher risk of 28-day mortality, while the third quartile group [OR=1.54, 95%CI (1.01, 2.35), P=0.046] and the fourth quartile group [OR=2.05, 95%CI (1.32, 3.18), P=0.001] were significantly associated with higher risk of 28-day mortality. There was no significant relationship between ΔFO% groups and 28-day mortality in the first 24-hour after CRRT initiation (P>0.05), but there was a linear relationship between ΔFO% and 28-day mortality in the second 24-hour after CRRT initiation, the larger the ΔFO%, the higher the mortality rate [OR=1.10, 95%CI (1.04 1.16), P<0.001 for per 1% increase]. ConclusionIn critically ill patients with AKI, the ΔFO% greater than −3.27% within 48 h after CRRT initiation is independently associated with an increased risk of 28-day mortality, and the goals of CRRT fluid management may be dynamical.
Objective To observe the changes of blood biochemistry during orthotopic liver transplantation in pigs. Methods Fourteen healthy pigs were anesthetized and intubated, the right carotic artery was cannulated for blood pressure monitoring and blood biochemical sampling. The right internal jugular vein was cannulated for central venous pressure monitoring. No exogenous glucose was administrated during operation, the donor liver was perfused with Collin’s solution. During the anhepatic stage, the veno-venous bypass was established, blood was pumped from the portal and femoral veins using an extracorporeal circuit, and returned to the axillary vein. The arterial blood was sampled for monitoring arterial blood gas tensions, Na＋,K＋,Ca2＋, and blood glucose levels.Results During preanhepatic stage, blood glucose levels increased progressively, blood electrolytes and acidbase balance were stable. During anhepatic stage, pH was decreased, base deficit was increased significantly, blood glucose levels were significantly decreased, blood electrolytes were stable. During neohepatic stage, acidosis became more severe, blood potassium increased abruptly on reperfusin of the grafted liver, blood glucose was higher than that in prehepatic and anhepatic stage. Conclusion During operation of liver transplantation, metabolic acidosis developed progressively, blood glucose decreased in anhepatic stage, blood glucose and potassium increased significantly on reperfusion of the grafted liver.
Objective To investigate the clinical effects and the management of combined using of zerobalanced ultrafiltration(ZBUF) and modified ultrafiltration(MUF) in severe infant open heart surgery with cardiopulmonary bypass(CPB) , in order to evaluate the feasibility and clinical significance of combination of ZBUF and MUF. Methods 20 pediatric patients diagnosed as complicated congenital heart disease had been involved, which included 12 males and 8 females with 12.6±7.5months of age and 8.5±3.3 kg of weight. Gambro FH22 hemofilter was selected in all patients. The typical MUF method was chosen. ZBUF was done during CPB and MUF was performed after CPB. The variety of hemodynamics, blood gas, concentration of electrolytes, inflammatory media and change of the plasma colloid osmotic pressure(COP) were measured at several time points. Filtrate was salvaged to detect the level of tumor necrosis factor alpha (TNF-α) and interleukine-8 (IL-8). Results Mean arterial pressure(MAP) was significantly higher(P=0.001) after MUF finished in all patients. Lactate acid (LAC), TNF-α and IL-8 had no significant difference before and after ZBUF. COP was significantly higher after MUF than that after ZBUF(P=0.002). Concentration of TNF-α in MUF filtrate was significantly higher than that in ZBUF(p=0.036). Conclusion Combined using of ZBUF and MUF has the effective ability of removing the inflammatory mediators and ameliorating system immunoreaction in pediatric CPB. MUF can improve the respiratory and heart function through decreasing the body water and increasing COP and hematocrit.
Objective To explore the technique of the soft tissue balancing in the total knee arthroplasty (TKA) for the patients of rheumatoid arthritis with flexion contracture. Methods From November 1997 to May 2006, 38 patients with rheumatoid arthritis with flexion contracture underwent primary bilateral TKA and balancing of the soft tissues, among whomthere were 8 males and 30 females, aged 48-71 years old (58.2 on average). The course of disease was 28 months-16 years (7.6 years on average). The preoperative flexion contracture was (38.2 ± 11.3)°. The average range of motion (ROM) and HSS score were (49.1 ± 17.8)° and 23.9 ± 16.9, respectively. According to the preoperative flexion-contracture degree of the knees, these patients were divided into 3 levels: 5 patients with ≤ 20°, 26 patients with 20-60° and 7 patients with ≥ 60°. During the TKA procedure, based on the correct osteotomy, different methods of soft tissue balancing were used for different degrees of flexion contracture. The TKA soft tissue treatment was summed up as the releasing of posterior structures and the balancing between medial collateral ligaments (MCL) and lateral collateral ligaments (LCL), etc. Results The flexion contractures in 38 cases were all improved after the operation, among which 33 patients had a complete correction and only 5 patients had a residual flexion contracture of 5-10°. Eight knees suffered from complications within 1 week after operation, among which 3 had subcutaneous superficial infection and 5 had deep vein thrombus (DVT). These patients obtained good heal ing after active treatment. All the 38 patients were followedup for 10 months to 8 years with the median time of 37 months. The postoperative flexion deformity declined to (2.4 ± 5.7)°, and the ROM and HSS scores were (96.3 ± 14.6)° and 81.7 ± 10.4, respectively. There was statistical difference (P lt; 0.05). According to the HSS score, 27 patients (71.05%)were rated as excellent, 6 good (15.79%) and 5 fair (13.16%), and the choiceness rate was 86.84%. Conclusion The balancing of the soft tissue is a major treatment for correction of the flexion contracture, which can avoid bone over-resection during the surgery of TKA. The proper balancing of the soft tissue can not only achieve an obvious correction of the flexion contracture but also effectively improve the range of motion and the functional recovery of the knee joint after TKA.
Aiming at the problem that the unbalanced distribution of data in sleep electroencephalogram(EEG) signals and poor comfort in the process of polysomnography information collection will reduce the model's classification ability, this paper proposed a sleep state recognition method using single-channel EEG signals (WKCNN-LSTM) based on one-dimensional width kernel convolutional neural networks(WKCNN) and long-short-term memory networks (LSTM). Firstly, the wavelet denoising and synthetic minority over-sampling technique-Tomek link (SMOTE-Tomek) algorithm were used to preprocess the original sleep EEG signals. Secondly, one-dimensional sleep EEG signals were used as the input of the model, and WKCNN was used to extract frequency-domain features and suppress high-frequency noise. Then, the LSTM layer was used to learn the time-domain features. Finally, normalized exponential function was used on the full connection layer to realize sleep state. The experimental results showed that the classification accuracy of the one-dimensional WKCNN-LSTM model was 91.80% in this paper, which was better than that of similar studies in recent years, and the model had good generalization ability. This study improved classification accuracy of single-channel sleep EEG signals that can be easily utilized in portable sleep monitoring devices.
The present study was aimed at the optimal solution of the main muscular force distribution in the lower extremity during standing balance of human. The movement musculoskeletal system of lower extremity was simplified to a physical model with 3 joints and 9 muscles. Then on the basis of this model, an optimum mathematical model was built up to solve the problem of redundant muscle forces. Particle swarm optimization (PSO) algorithm is used to calculate the single objective and multi-objective problem respectively. The numerical results indicated that the multi-objective optimization could be more reasonable to obtain the distribution and variation of the 9 muscular forces. Finally, the coordination of each muscle group during maintaining standing balance under the passive movement was qualitatively analyzed using the simulation results obtained.
Objective To investigate the effect of femoral condyle sliding osteotomy (FCSO) on the flexion gap and external rotation of the prosthesis in balancing coronal instability during initial total knee arthroplasty (TKA). MethodsBetween November 2021 and October 2024, FCSO technique was applied to balance the coronal medial and lateral spaces during initial TKA in 3 patients, including medial condyle sliding osteotomy (MCSO) and lateral condyle sliding osteotomy (LCSO). There were 1 male and 2 females with the age of 81, 68, and 68 years old. The affected knee has varus or valgus deformity, with tibia-femoral angles of 169.7°, 203.3°, and 162.2°, respectively. The hip-knee-ankle angle (HKA), range of motion (ROM), knee society scoring system (KSS), and pain visual analogue scale (VAS) score were used to evaluate joint function and pain relief. Based on model bone, the thickness and bone bed area of the medial and lateral femoral condyle osteotomy blocks in FCSO were measured. During TKA in 12 patients, the range of osteotomy block movement was evaluated. By simplifying the upward and forward movement of the osteotomy block into a geometric model, the impact of movement on the flexion gap and external rotation of the prosthesis was calculated. Results After application of FCSO during TKA, the limb alignment and medial and lateral balance at extension and flexion positions were restored in 3 patients. Three patients were followed up 23, 11, and 3 months, respectively. Postoperative HKA, pain VAS score, KSS score, and ROM all showed significant improvement compared to preoperative levels. The maximum thickness of osteotomy blocks by MCSO and LCSO was 17 and 12 mm, respectively. The simple upward movement of the osteotomy block mainly affected the extension gap, and had little effect on the flexion gap and external rotation of the prosthesis. Moving the osteotomy block forward at the same time had a significant impact on the flexion gap and external rotation of the prosthesis, especially on LCSO. Mild forward movement leaded to a decrease in external rotation of more than 3°, which had a serious impact on the patellar trajectory. ConclusionFCSO can effectively solve the problem of imbalance between the medial and lateral spaces during initial TKA, avoiding knee joint instability caused by excessive loosening and limiting the use of constrained condylar prosthesis. The distance for the downward movement of the osteotomy block in MCSO and LCSO was 3-5 mm and 6-8 mm, respectively, with 10-15 mm of space for forward movement and almost no space for backward movement. For MCSO, the upward and forward movement of the osteotomy block will increase the external rotation of the prosthesis, which is beneficial for improving the patellar trajectory and suitable for valgus knee. LCSO is suitable for varus knee, and the osteotomy block only slides vertically up and down without moving forward and backward.