To facilitate noninvasive diagnosis of anemia, high-performance and portable near infrared (NIR) spectrometer for human blood constituents was designed and fabricated based on linear variable filter (LVF).Meanwhile, the performance of support vector regression (SVR) model for quantitative analysis of human hemoglobin (Hb) was investigated.Spectral data were collected noninvasively from 100 volunteers by self-designed LVF-NIR spectrometer, then divided into calibration set, validation set 1 and 2.To establish a robust SVR model, grid search method was applied to optimize the penalty parameter and kernel function parameter c=5.28, g=0.33.Then, Hb levels in the validation 1 and 2 sets were quantitatively analyzed.The results showed that the root mean square error of prediction (RMSEP) were 10.20 g/L and 10.85 g/L, respectively, and the relative RMSEP (R-RMSEP) were 6.85% and 7.48%, respectively.The results indicated that the SVR model had high prediction accuracy to Hb level and adaptability to different samples, and could satisfy the requirements of clinical measurement.Based on the SVR algorithm, the self-designed LVF-NIR spectrometer has a wide application prospect in the field of non-invasive anemia diagnosis.

Objective:To compare the clinical efficacy between our first generation and second generation dynamic anterior plate-screw system for quadrilateral area (DAPSQ) in the treatment of T-shaped acetabular fractures.Methods:A retrospective study was conducted of the 28 patients with T-shaped acetabular fractures who had been treated at Department of Orthopaedics, General Hospital of Central Theater Command from January 2008 to December 2019. They were divided into 2 groups according to fixation methods. Group A [15 patients, 11 males and 4 females, an age of (43.5±9.1) years] were treated with the first generation DAPSQ while Group B [13 patients, 8 males and 5 females, an age of (42.5±7.0) years] with the second generation DAPSQ. Operation time, intraoperative bleeding, fracture reduction, function of the affected hip and postoperative complications were recorded and compared between the 2 groups.Results:The 2 groups were comparable because there was no significant difference between them in the preoperative general data ( P>0.05). The 28 patients were followed up for 12 to 60 months (average, 35.0 months). The operation time [(193.9±33.3) min] and intraoperative bleeding [(830.8±177.4) mL] for Group B were significantly less than those for Group A [(231.3±40.0) min and (1,043.3±190.7) mL] ( P<0.05). In Group A, according to the Matta scoring, the fracture reduction was rated as excellent in 8 cases, good in 5 and poor in 2; in Group B, the fracture reduction was rated as excellent in 8 cases, good in 4 and poor in one. According to the modified Merle d'Aubigné & Postel scoring at the final follow-up, the function of the affected hip was rated as excellent in 9 cases, as good in 3, as fair in 2 and as poor in one in Group A while as excellent in 9 cases, as good in 2 and as fair in 2 in Group B. There were no statistically significant differences between the 2 groups in reduction quality or in the function of the affected hip ( P>0.05). Follow-up observed hip traumatic arthritis in 2 cases in Group A and in one in Group B. Conclusion:In the treatment of T-shaped acetabular fractures, compared with the first generation DAPSQ, the second generation DAPSQ can shorten operation time and decrease intraoperative bleeding significantly, though both achieve comparable functional outcomes.

OBJECTIVETo establish a scientific, rapid anti-aging prediction model.

METHODAccording to the institutional principle of Chinese prescription medicine and by using the theory and method of artificial neural network, a BP model was built up to cope with the relation between anti-aging and four natures, five flavors as well as meridian tropism of Chinese medicinal herbs.

RESULTThe accuracy that the model predicted the prescription's anti-aging index of superoxide dismutase (SOD), malondialdehyde (MDA), glutathione peroxidase (GSH-PX) was 93. 33%.

CONCLUSIONThe model can predict the efficacy of anti-aging prescription very well.

Aging ; drug effects ; metabolism ; Glutathione Peroxidase ; metabolism ; Malondialdehyde ; metabolism ; Medicine, Chinese Traditional ; methods ; Neural Networks (Computer) ; Prescription Drugs ; pharmacology ; Superoxide Dismutase ; metabolism

Objective:To compare the clinical effects of bridge combined internal fixation system and locking plate system in treating closed humeral shaft fracture.Methods:From August 2017 to August 2020, there were 45 patients with closed humeral shaft fracture treated with surgery. Bridge combined internal fixation system were performed in 19 patients (bridge combined group, aged 38.3±11.9, range 21-72 years), including 13 males and 6 females. Further, there were 26 patients underwent locking plate system (locking plate group, aged 41.2±14.7, range 20-79 years), including 20 males and 6 females. The operation was performed by minimal invasive percutaneous osteosynthesis with fixators. The patients were followed up every 4 weeks. The fracture healing condition was recorded. Shoulder function was assessed according to University of California at Los Angeles (UCLA) shoulder rating scale and elbow function was assessed according to Mayo elbow performance score (MEPS).Results:The follow-up duration of all patients were 14.2±4.7 (range 10-32) months. All wound were healed completely. The operation duration in bridge combined group (68.1±12.5 min) was longer than that in locking plate group (56.3±11.6 min) ( t=3.32, P=0.002). The blood loss of bridge combined group and locking plate group were 112.6±20.2 ml and 104.2±14.1 ml, respectively ( t=1.65, P=0.107). The volume of drainage of bridge combined group was 68.4±16.2 ml and that of locking plate group was 73.1±14.9 ml ( t=1.00, P=0.323). The hospitalization time of bridge combined group was 9.7±2.3 d and the locking plate group was 9.4±1.9 d ( t=0.57, P=0.573). All above parameters had no statistical significance between the two groups. Fracture nonunion occurred in 1 of 19 patients in bridge combined group. The fracture healing time was 15.3±4.3 weeks in another 18 cases, while that of locking plate group was 15.9±3.9 weeks ( t=0.47, P=0.638). At 4-weeks postoperative follow-up, the UCLA shoulder score (18.1±3.9) and the MEPS (55.4±6.8) of bridge combined group were lower than those of locking plate group ( P<0.05). At 8-weeks postoperative follow-up, the shoulder score (26.2±4.3) and the MEPS (70.9±6.5) of bridge combined group were lower than those of locking plate group ( P<0.05). At 12-weeks postoperative follow-up, the UCLA shoulder score (33.6±1.0) and the MEPS (91.0±3.7) of bridge combined group had no statistical difference with those of locking plate group ( P>0.05). Conclusion:The bridge combined internal fixation system could provide personalized and multidimensional fixation according to the fracture type. The clinical effects of bridge combined internal fixation system on humeral shaft fracture are similar to the locking plate system at 12 weeks postoperatively. However, the operation duration of bridge combined system is longer and with increased the risk of nonunion.

Objective:To introduce the standard screw implantation methods and to analyze the biomechanical stability of the second-generation dynamic anterior plate-screw system for quadrilateral area (DAPSQ).Methods:Six adult formalin-preserved corpses were selected to make a complete pelvic specimen. Further, the left high double-column fracture models were made and randomly fixed with second-generation DAPSQ or anterior reconstruction titanium plate and 1/3 tube buttress-plate (ARTPB). The specimens of intact pelvis (IP) group, DAPSQ group and ARTPB group were fixed on a Zwick Z100 material machine and loaded vertically with 200 N, 300 N, 400 N, 500 N, 600 N, 700 N, and 800 N in a simulated sitting position, respectively. The axial displacement and strain changes in the anterior and posterior columns were tested in the three groups. The stiffness was calculated accordingly.Results:The axial compression displacement in the three groups showed an increase trend as well with the vertical load increased from 200 N to 800 N ( F=68.581, P<0.001; F=91.795, P<0.001; F=33.819, P=0.002). The axial displacement in ARTPB group was significantly larger than that in DAPSQ group and IP group ( P<0.05), while the difference between DAPSQ and IP groups was not significant ( P>0.05). Under the vertical load of 600 N, the pelvic axial stiffness of IP group, DAPSQ group, and ARTPB group were 220.72±70.33 N/mm, 185.68±48.49 N/mm and 135.83±60.58 N/mm, respectively. The axial stiffness of ARTPB group was significantly lower than that in DAPSQ group and IP group ( t=5.345, P=0.003; t=6.443, P=0.001), while the difference between DAPSQ and IP groups was not significant ( t=2.138, P=0.086). There were no significant differences of the strain values in anterior column among the three groups during the load increasing from 200 N to 800 N ( P>0.05). With the load increasing from 500 N to 800 N, the strain values of the posterior column in ARTPB group were significantly greater than those of IP and DAPSQ groups ( P<0.05). However, the differences between IP and DAPSQ groups were not statistically significant in strain values of the posterior column ( P>0.05). Conclusion:Compared with anterior reconstruction titanium plate and 1/3 tube buttress-plate, acetabular double-column fracture model fixed with the second-generation DAPSQ has less axial compression displacement but with greater axial stiffness. The stress change in the posterior columns of the acetabulum is like in IP. Therefore, the second-generation DAPSQ has reliable biomechanical stability.

Objective     To explore the timing and safety of limited-period lung cancer surgery in patients with severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection. Methods     Clinical data of of patients infected with COVID-19 undergoing lung cancer surgery (an observation group) in the Department of Thoracic Surgery of Guangdong Provincial People's Hospital, the Department of Thoracic Surgery of General Hospital of Southern Theater Command of PLA, and the Department of Cardiothoracic Surgery of the First Affiliated Hospital of Guangdong Pharmaceutical University from December 2022 to January 2023 were retrospectively analyzed and compared with patients who underwent surgery during the same period but were not infected with COVID-19 (a control group), to explore the impact of COVID-19 infection on lung cancer surgery. Results     We finally included 110 patients with 73 patients in the observation group (28 males and 45 females at age of 52.62±12.80 years) and 37 patients in the control group (22 males and 15 females at age of 56.84±11.14 years). The average operation time of the observation group was longer than that of the control group, and the incidence of anhelation was higher than that of the control group (P<0.05). There were no statistcal differences in blood loss, length of hospital stay, moderate or above fever rate, degree of cough and chest pain, or blood routine between the two groups. Conclusion    It is safe and feasible to perform lung cancer surgery early after recovery for COVID-19 patients with lung cancer.