Objective We propose a low-dose CT reconstruction method using partial differential equation (PDE) denoising under high-dimensional constraints. Methods The projection data were mapped into a high-dimensional space to construct a high-dimensional representation of the data, which were updated by moving the points in the high-dimensional space. The data were denoised using partial differential equations and the CT image was reconstructed using the FBP algorithm. Results Compared with those by FBP, PWLS-QM and TGV-WLS methods, the relative root mean square error of the Shepp-Logan image reconstructed by the proposed method were reduced by 68.87％, 50.15％ and 27.36％, the structural similarity values were increased by 23.50％, 8.83％ and 1.62％, and the feature similarity values were increased by 17.30％, 2.71％ and 2.82％, respectively. For clinical image reconstruction, the proposed method, as compared with FBP, PWLS-QM and TGV-WLS methods, resulted in reduction of the relative root mean square error by 42.09％, 31.04％and 21.93％, increased the structural similarity values by 18.33％, 13.45％ and 4.63％, and increased the feature similarity values by 3.13％, 1.46％ and 1.10％, respectively. Conclusion The new method can effectively reduce the streak artifacts and noises while maintaining the spatial resolution in reconstructed low-dose CT images.

Objective We propose a low-dose CT reconstruction method using partial differential equation (PDE) denoising under high-dimensional constraints. Methods The projection data were mapped into a high-dimensional space to construct a high-dimensional representation of the data, which were updated by moving the points in the high-dimensional space. The data were denoised using partial differential equations and the CT image was reconstructed using the FBP algorithm. Results Compared with those by FBP, PWLS-QM and TGV-WLS methods, the relative root mean square error of the Shepp-Logan image reconstructed by the proposed method were reduced by 68.87％, 50.15％ and 27.36％, the structural similarity values were increased by 23.50％, 8.83％ and 1.62％, and the feature similarity values were increased by 17.30％, 2.71％ and 2.82％, respectively. For clinical image reconstruction, the proposed method, as compared with FBP, PWLS-QM and TGV-WLS methods, resulted in reduction of the relative root mean square error by 42.09％, 31.04％and 21.93％, increased the structural similarity values by 18.33％, 13.45％ and 4.63％, and increased the feature similarity values by 3.13％, 1.46％ and 1.10％, respectively. Conclusion The new method can effectively reduce the streak artifacts and noises while maintaining the spatial resolution in reconstructed low-dose CT images.

Objective:To evaluate the diagnostic efficacy and practicality of the Jaundice color card (JCard) as a screening tool for neonatal jaundice.Methods:Following the standards for reporting of diagnostic accuracy studies (STARD) statement, a multicenter prospective study was conducted in 9 hospitals in China from October 2019 to September 2021. A total of 845 newborns who were admitted to the hospital or outpatient department for liver function testing due to their own diseases. The inclusion criteria were a gestational age of ≥35 weeks, a birth weight of ≥2 000 g, and an age of ≤28 days. The neonate′s parents used the JCard to measure jaundice at the neonate′s cheek. Within 2 hours of the JCard measurement, transcutaneous bilirubin (TcB) was measured with a JH20-1B device and total serum bilirubin (TSB) was detected. The Pearson′s correlation analysis, Bland-Altman plots and the receiver operating characteristic (ROC) curve were used for statistic analysis.Results:Out of the 854 newborns, 445 were male and 409 were female; 46 were born at 35-36 weeks of gestational age and 808 were born at ≥37 weeks of gestational age. Additionally, 432 cases were aged 0-3 days, 236 cases were aged 4-7 days, and 186 cases were aged 8-28 days. The TSB level was (227.4±89.6) μmol/L, with a range of 23.7-717.0 μmol/L. The JCard level was (221.4±77.0) μmol/L and the TcB level was (252.5±76.0) μmol/L. Both the JCard and TcB values showed good correlation ( r=0.77 and 0.80, respectively) and agreements (96.0% (820/854) and 95.2% (813/854) of samples fell within the 95% limits of agreement, respectively) with TSB. The JCard value of 12 had a sensitivity of 0.93 and specificity of 0.75 for identifying a TSB ≥205.2?μmol/L, and a sensitivity of 1.00 and specificity of 0.35 for identifying a TSB ≥342.0?μmol/L. The TcB value of 205.2?μmol/L had a sensitivity of 0.97 and specificity of 0.60 for identifying TSB levels of 205.2 μmol/L, and a sensitivity of 1.00 and specificity of 0.26 for identifying TSB levels of 342.0 μmol/L. The areas under the ROC curve (AUC) of JCard for identifying TSB levels of 153.9, 205.2, 256.5, and 342.0 μmol/L were 0.96, 0.92, 0.83, and 0.83, respectively. The AUC of TcB were 0.94, 0.91, 0.86, and 0.87, respectively. There were both no significant differences between the AUC of JCard and TcB in identifying TSB levels of 153.9 and 205.2 μmol/L (both P>0.05). However, the AUC of JCard were both lower than those of TcB in identifying TSB levels of 256.5 and 342.0 μmol/L (both P<0.05). Conclusions:JCard can be used to classify different levels of bilirubin, but its diagnostic efficacy decreases with increasing bilirubin levels. When TSB level are ≤205.2 μmol/L, its diagnostic efficacy is equivalent to that of the JH20-1B. To prevent the misdiagnosis of severe jaundice, it is recommended that parents use a low JCard score, such as 12, to identify severe hyperbilirubinemia (TSB ≥342.0 μmol/L).

Objective:To compare the application effects of three different extubation techniques in patients with mechanical ventilation in intensive care unit (ICU).Methods:A prospective randomized controlled study was conducted. Mechanical ventilation patients admitted to the critical care department of the First Affiliated Hospital of Guangxi Medical University from July to November 2023 were enrolled. According to the random number table generated by Excel, the patients were divided into negative pressure group, positive pressure group 1 and positive pressure group 2, with 45 cases in each group. On the basis of routine nursing, the negative pressure group used the negative pressure extubation technique to remove the tracheal catheter. In the positive pressure group, the pressure support (PS) and positive end-expiratory pressure (PEEP) of the positive pressure group 1 were 7 cmH 2O (1 cmH 2O≈0.098 kPa) and 5 cmH 2O, and the PS and PEEP of the positive pressure group 2 were 15 cmH 2O and 10 cmH 2O. The main outcome measures were extubation related complications, including tachypnea, severe cough, sore throat, upper airway obstruction spasm, extubation failure, hypoxemia, and hypercapnia. The secondary outcome measures were the variation of heart rate, systolic blood pressure, diastolic blood pressure, mean arterial pressure and blood oxygen saturation before and 1, 15 and 30 minutes after extubation. Results:Finally, 42 patients were included in each group. There were no significant differences in gender, age, catheter retention days, duration of mechanical ventilation, acute physiology and chronic health evaluation Ⅱ (APACHEⅡ), catheter model and diagnosis among the three groups, which were comparable. There were statistically significant differences in the incidence of tachypnea, severe cough, sore throat, upper airway obstruction spasm, hypoxemia and hypercapnia among the three groups, while there was no statistically significant difference in the failure rate of extubation. The incidence of tachypnea, severe cough, sore throat, upper airway obstruction spasm, hypoxemia and hypercapnia after extubation in positive pressure group 1 and positive pressure group 2 were lower than those in negative pressure group (7.14%, 9.52% vs. 33.33%; 7.14%, 4.76% vs. 28.57%; 61.90%, 52.38% vs. 88.10%; 11.90%, 19.05% vs. 45.24%; 7.14%, 7.14% vs. 30.95%; 4.76%, 2.38% vs. 28.57%; all P < 0.05). There were no significant differences in extubation related complications between group 1 and group 2. There were significant differences in the time effect of heart rate, systolic blood pressure, diastolic blood pressure, mean arterial pressure and blood oxygen saturation 30 minutes after extubation among three groups ( F values were 145.792, 49.749, 22.486, 23.622 and 242.664, respectively, all P < 0.01). The intergroup effect of blood oxygen saturation was statistically significant ( F = 3.835, P = 0.024), and the blood oxygen saturation in positive pressure group 1 and positive pressure group 2 were higher than those in negative pressure group 1 minute and 30 minutes after extubation (1 minute after extubation: 0.97±0.02, 0.97±0.02 vs. 0.95±0.02; 30 minutes after extubation: 1.00±0.01, 1.00±0.01 vs. 0.99±0.02, all P < 0.05). The interaction effects of heart rate and blood oxygen saturation were statistically significant ( F values were 3.512 and 7.226, respectively, both P < 0.01). Conclusions:Compared with negative pressure extubation, positive pressure extubation can effectively reduce extubation related complications in ICU mechanically ventilated patients. It is beneficial to maintain stable blood oxygen saturation within 30 minutes after extubation, and has better clinical application effects. It is recommended to use low pressure extubation.

OBJECTIVE： To study the effects of resveratrol （Res） on cognitive function and SIRT1/NF-κB signaling pathway in neonatal rats with hypoxic-ischemic brain injury. METHODS： SD neonatal rats were randomly divided into sham operation group （normal saline）， model group （normal saline）， Res low-dose and high-dose groups （30， 60 mg/kg）， with 12 rats in each group. Except that sham operation group received sham operation， hypoxic-ischemic brain injury model was established by Rice method in other groups. After modeling， the rats were given relevant medicine intraperitoneally each day， for consecutive 6 weeks. Water maze test was used to analyze spatial learning and memory function of rats in each group. The escape latency after 1， 3 and 6 weeks of administration and the times of crossing platform after 6 weeks of administration were recorded. TTC staining was used to detect cerebral infraction area of rats after 6 weeks of medication. Western blot was used to detect the expression of Bcl-2， Bax， Caspase-3， SIRT1， SIRT1/NF-κB pathway related protein SIRT1 and p-NF-κB in hippocampal CA1 region. RESULTS： Compared with sham operation group， escape latency of rats was prolonged significantly in model group after 1， 3， 6 weeks of medication （P＜0.05）， the times of crossing platform was decreased significantly after 6 weeks of medication （P＜0.05）； the area of cerebral infarction was increased significantly （P＜0.05）； the protein expression of Bax， Caspase-3 and p-NF-κB in hippocampus CA1 region were increased significantly， while the protein expression of Bcl-2 and SIRT1 were decreased significantly （P＜0.05）. Compared with model group， the escape latency of Res low-dose and high-dose groups were shortened significantly after 1， 3， 6 weeks of medication （P＜0.05）， while the times of crossing platform was increased significantly after 6 weeks of medication （P＜0.05）； the area of cerebral infarction was decreased significantly （P＜0.05）， and the protein expression of Bax， Caspase-3 and p-NF-κB protein in hippocampal CA1 area were decreased significantly， while the protein expression of Bcl-2 and SIRT1 were increased significantly （P＜0.05）. The improvement of above indexes in high-dose group were significantly better than low-dose group （P＜0.05）. CONCLUSIONS： Res can improve cognitive dysfunction in neonatal rats with hypoxic-ischemic brain injury， which is related with SIRT1/NF-κB signaling pathway.

Objective To explore the effect of robot-assisted gait training on the lower limb motor function and gait ability in patients with hemiplegia after stroke. Methods From January, 2015 to October 2016, 60 patients with hemiplegia after stroke were randomly divided into control group (n=30) and experimental group (n=30). Both groups received conventional rehabilitation, while the experimental group was given robot-assisted gait training and the control group was given artificial assisted gait training, 30 minutes a day, five days a week for eight weeks. They were evaluated with Fugl-Meyer Assessment-Lower Limb (FMA-LE), muscle strength of hip flexion (L-FORCE/HIP/Flex, FHF) and knee extension (L-FORCE/KNEE/Ext, FKE), Six Minutes Walking Distance and Ten Meters Walking Time before and after training. Results There was no significant difference in general data and all indexes between two groups before training (P>0.05). The scores of all the indexes improved in the experimental group after training (t>2.274, P<0.05), and all of them were better in the experimental group than in the control group (t>2.095, P<0.05), except FKE. Conclusion Robot-assisted gait training can effectively improve the lower limb motor function and gait ability of patients with hemiplegia after stroke.

Objective UPLC-MS/MS bio-analysis method was developed for the simultaneous determination ofberberine,naringin,hesperidin,and neohesperidin in plasma of rats.Methods UPLC Acquity BEH C18 (50 rmm × 2.1 mm,1.7 μm) column was used,mobile phases were containing 0.05％ formic acid and 2 mmol/L ammonium formate in water (A)-containing 0.05％ formic acid in acetonitrile (B) as the mobile phase gradient elution;SD rats were randomly divided into oral administration berberine group,Citrus aurantium extract group,and berberine and C.aurantium extract compatibility group.Results UPLC-MS/MS method could be applied to determination of berberine,naringin,hesperidin,and neohesperidin,method validation meets the requirements of biological sample analysis.When rats were administered with berberine and C.aurantium extract compatibility,the plasma concentration of berberine was much more than single dose of berberine group and the bioavailability of berberine was increased.Meanwhile,naringin and neohesperidin can be detected in rat's plasma.Conclusion The bioavailability of flavonoids is significantly improved as well compared to the single dose of C.aurantium extract.This suggests that berberine and C.aurantium extract compatibility has significant drug-drug interaction.

Autophagy refers to a catabolic process,in which the damaged organelles or biological macromolecules, such as protein aggregates, are degraded via lysosome. The completion of autophagy depends on a series of autophagy-related genes (Atgs) and many upstream regulatory molecules. Zinc is an essential trace element, and plays an important role in the process of autophagy as a component of enzymes and structural proteins like zinc transporters or zinc finger protein. The regulation of autophagy is closely associated with the zinc ion homeostasis. In addition, many studies suggest that the protective effects of zinc on cells are likely to be done by autophagy. This review aims to summarize the current research progress and discuss the reciprocal regulation mechanism between zinc and autophagy, which may provide insights into the intricate roles of autophagy in diseases and find novel strategies for treatment and prevention of human diseases.

Objective To study the prevalence and associated factors of loneliness in individuals with speech disability.Methods Using multi-stage stratified random cluster sampling method,170 community-residing ver-bally disabled persons were selected and administered with a general information questionnaire,one single -item loneliness self-rating question and social support scale.A total of 204 study questionnaires were distributed to the subjects;170 subjects(mean age:43.1±13.7 years)completed the survey.Results As high as 46.47% (79/170)of these verbally disabled individuals reported to feel lonely often.Females (OR=2.45),unemployment (OR=2.95), first and second degrees of disability (OR=4.35),co-existence of chronic illnesses (OR=6.50)and low utiliza-tion of social support (OR=2.58)were significantly associated with the increased risk of loneliness in persons with speech disability (P =0.002~0.046).Conclusion Loneliness is highly prevalent in individuals with speech disabili-ty.Verbally disabled persons,who are female,unemployed,severely disabled,and chronically ill and have a low use of social support,are the target population of mental health services.

Objective To establish the determination method of Tubeimoside Ⅰ in Jiazhongxiao preparation and serum of rat. Methods RP-HPLC/UV method was used as follows:Diamonsil C18 column (250 mm?4.6 mm, 5 ?m) and Easyguard column, methanol-water (65∶35) as mobile phase with flow rate of 1.0 mL/min, UV detection at 214 nm. Results The mean recovery rates of Tubeimoside Ⅰ in preparation and serum of rat were (103.49?3.49)% and (104.70?4.69)% respectively. The linearity of Tubeimoside Ⅰ was shown in the range of 1.18～88.5 ?g/mL. Tubeimoside Ⅰ in preparation and serum of rat were 995.3 ?g/g and 3.19 ?g/mL. Conclusion The method was simple, reliable and rapid. It’s quite suitable to be used in the analysis of Tubeimoside Ⅰ in Jiazhongxiao preparation and serum of rat.