Abstract Survival analysis has been widely used in the field of medical research. The Cox proportional hazard model is commonly used, but its practical application is limited. Machine learning method can compensate for the shortcomings of the Cox proportional hazard model in terms of nonlinear data processing and prediction accuracy. This article reviewed the advance of machine learning methods represented by neural networks, within the field of survival analysis, and highlighted the principles and benefits of three machine learning methods that DeepSurv, Deep-Hit and random survival forest, providing methodological insights for the analysis of complex survival data.

BACKGROUND:The pedicle navigation template has many advantages,but there are still some problems.For example,poor soft tissue dissection leads to poor adhesion of the pedicle navigation template,resulting in screw path deviation;careful dissection of soft tissue to fit the pedicle navigation template leads to prolonged surgery time and increased bleeding;the design of the pedicle navigation template cannot predict the vertebral rotation and the impact of body position changes,resulting in the poor fitting. OBJECTIVE:To explore the utility of a new 5-point positioning point-contact pedicle navigation template in the case of scoliosis and complex pedicle. METHODS:A total of 20 patients with scoliosis and complicated pedicle admitted to the Department of Spinal Surgery,Guizhou Hospital,Beijing Jishuitan Hospital from February 2020 to February 2023 were selected for scoliosis orthopedics.During the operation,the 5-point positioning point-contact pedicle navigation template was used to guide the screws.According to the inclusion and exclusion criteria,34 cases were matched as the empirical nail placement group,and conventional barehanded nail placement was performed.The time of placement,the amount of bleeding,the number of fluoroscopies,the number of manual diversions,the level and accuracy of pedicle screws,the complications of placement,and the rate of correction of main curvature were compared between the two groups. RESULTS AND CONCLUSION:(1)There were no significant differences in sex,age,coronal Cobb's angle of the main curvature,bending Cobb's angle of the main curvature,pedicle variation,apex rotation,fusion segment,number of screws,level of screws,accuracy of screws,and rate of correction of main curvature between the navigation template group and the empirical nail placement group(P>0.05).(2)Compared with the empirical nail placement group,the navigation template group had more advantages in time of placement(P=0.034),amount of bleeding(P=0.036),number of fluoroscopies(P=0.000)and number of manual diversions(P=0.021).(3)There were 0 cases of screw-related complications in both groups.(4)In conclusion,the 5-point positioning point-contact 3D printing pedicle navigation template has a claw-like structure.It can firmly adapt to various deformities of the lamina articular process,avoid drift,and accurately place the screws.It has a point-like contact lamina structure to avoid extensive and complete dissection of the posterior structure,and reduce bleeding,operation time,and trauma.Pre-designed screw entry points and directions can reduce the number of fluoroscopy and operation time.Segmental design can avoid discomfort due to changes in anesthesia position.The operation is simple and the accuracy of screw placement is high.

AIM:To observe how total flavonoids of Pterocarya hupehensis Skan(PHSTF)affects the migra-tion and invasion of human rheumatoid fibroblast-like synoviocyte line MH7A.METHODS:The MH7A cells were divided into control group(without any treatment),low-,medium-and high-dose(6.25,12.5 and 25 mg/L,respectively)PHSTF groups,phosphatidylinositol 3-kinase(PI3K)inhibitor 740Y-P(10 μmol/L)group,and 740Y-P(10 μmol/L)+high-dose(25 mg/L)PHSTF group.The viability of the MH7A cells was determined by CCK-8 assay,while the migration and inva-sion were assessed by scratch and Transwell assays.The protein levels of matrix metalloproteinase-2(MMP-2),MMP-9,PI3K,p-PI3K,AKT and p-AKT were detected by Western blot.RESULTS:Compared with control group,the cell via-bility in PHSTF treatment groups was reduced(P<0.05),the cell wound healing area was significantly decreased(P<0.01),migratory and invasive cells in the lower chamber were significantly reduced(P<0.01),and the protein expres-sion of MMP-2 and MMP-9 and the ratios of p-PI3K/PI3K and pAKT/AKT were decreased(P<0.01).Compared with high-dose PHSTF group,the addition of PI3K/AKT pathway agonist 740Y-P significantly increased the migration and invasion ability of MH7A cells(P<0.01)and elevated the protein expression of MMP-2 and MMP-9 and the ratios of p-PI3K/PI3K and pAKT/AKT(P<0.01)under the treatment with PHSTF.CONCLUSION:Total flavonoids of Pterocarya hupehensis Skan could inhibit the migration and invasion of MH7A cells by regulating the PI3K/AKT signaling pathway.

Purpose: The prevalence of psychological distress is frequently observed among old adults with acute exacerbation of chronic obstructive pulmonary disease (AECOPD). However, current researches are insufficient to clarify the correlation among these relevant factors. This study examined the effects of symptom burden, psychological resilience, coping styles, and social support on psychological distress. Methods: Two hundred fifty five elderly patients with AECOPD were conveniently selected in Taian, Shandong Province. The General Information Questionnaire, Distress Thermometer, The Revised Memorial Symptom Assessment Scale, Connor-Davidson Resilience Scale, Simplified Coping Style Questionnaire, Perceived Social Support Scale were used to investigate. The relationship among factors was estimated by using a structural equation model. Results: Psychological distress score of elderly patients with AECOPD was (5.25 ± 1.01); coping styles, psychological resilience, symptom burden, and social support directly affected psychological distress (thedirect effects were À.93, .17, .17, and À.09); coping styles had the largest total effect on psychological distress (the total effect was À.93); psychological resilience indirectly affected psychological distress through coping styles (the indirect effect was À.74); symptom burden indirectly affected psychologicaldistress through psychological resilience (the indirect effect was .25); social support indirectly affected psychological distress through symptom burden, psychological resilience, and coping styles (the indirecteffect was À.80). Conclusion The psychological distress of elderly patients with AECOPD is at a moderate level; coping styles, psychological resilience, and social support have positive effects on alleviating the psychological distress of elderly patients with AECOPD; symptom burden is negatively correlated with psychological distress.Healthcare professionals should pay more attention to elderly patients with AECOPD who are particularly prone to experience higher levels of psychological distress, especially in the presence of low coping style, limited psychological resilience, inadequate levels of social support, and high symptom burden.

Purpose: The prevalence of psychological distress is frequently observed among old adults with acute exacerbation of chronic obstructive pulmonary disease (AECOPD). However, current researches are insufficient to clarify the correlation among these relevant factors. This study examined the effects of symptom burden, psychological resilience, coping styles, and social support on psychological distress. Methods: Two hundred fifty five elderly patients with AECOPD were conveniently selected in Taian, Shandong Province. The General Information Questionnaire, Distress Thermometer, The Revised Memorial Symptom Assessment Scale, Connor-Davidson Resilience Scale, Simplified Coping Style Questionnaire, Perceived Social Support Scale were used to investigate. The relationship among factors was estimated by using a structural equation model. Results: Psychological distress score of elderly patients with AECOPD was (5.25 ± 1.01); coping styles, psychological resilience, symptom burden, and social support directly affected psychological distress (thedirect effects were À.93, .17, .17, and À.09); coping styles had the largest total effect on psychological distress (the total effect was À.93); psychological resilience indirectly affected psychological distress through coping styles (the indirect effect was À.74); symptom burden indirectly affected psychologicaldistress through psychological resilience (the indirect effect was .25); social support indirectly affected psychological distress through symptom burden, psychological resilience, and coping styles (the indirecteffect was À.80). Conclusion The psychological distress of elderly patients with AECOPD is at a moderate level; coping styles, psychological resilience, and social support have positive effects on alleviating the psychological distress of elderly patients with AECOPD; symptom burden is negatively correlated with psychological distress.Healthcare professionals should pay more attention to elderly patients with AECOPD who are particularly prone to experience higher levels of psychological distress, especially in the presence of low coping style, limited psychological resilience, inadequate levels of social support, and high symptom burden.

Purpose: The prevalence of psychological distress is frequently observed among old adults with acute exacerbation of chronic obstructive pulmonary disease (AECOPD). However, current researches are insufficient to clarify the correlation among these relevant factors. This study examined the effects of symptom burden, psychological resilience, coping styles, and social support on psychological distress. Methods: Two hundred fifty five elderly patients with AECOPD were conveniently selected in Taian, Shandong Province. The General Information Questionnaire, Distress Thermometer, The Revised Memorial Symptom Assessment Scale, Connor-Davidson Resilience Scale, Simplified Coping Style Questionnaire, Perceived Social Support Scale were used to investigate. The relationship among factors was estimated by using a structural equation model. Results: Psychological distress score of elderly patients with AECOPD was (5.25 ± 1.01); coping styles, psychological resilience, symptom burden, and social support directly affected psychological distress (thedirect effects were À.93, .17, .17, and À.09); coping styles had the largest total effect on psychological distress (the total effect was À.93); psychological resilience indirectly affected psychological distress through coping styles (the indirect effect was À.74); symptom burden indirectly affected psychologicaldistress through psychological resilience (the indirect effect was .25); social support indirectly affected psychological distress through symptom burden, psychological resilience, and coping styles (the indirecteffect was À.80). Conclusion The psychological distress of elderly patients with AECOPD is at a moderate level; coping styles, psychological resilience, and social support have positive effects on alleviating the psychological distress of elderly patients with AECOPD; symptom burden is negatively correlated with psychological distress.Healthcare professionals should pay more attention to elderly patients with AECOPD who are particularly prone to experience higher levels of psychological distress, especially in the presence of low coping style, limited psychological resilience, inadequate levels of social support, and high symptom burden.

ObjectiveTo analyze the effect of physical activity in an adaptive physical education program on the psychomotor development of children with intellectual and developmental disabilities in the school setting. MethodsLiterature related to adaptive physical education programs and psychomotor development for children with intellectual and developmental disabilities were retrieved from EBSCO, PubMed, Embase, Web of Science and CNKI, from the establishment of the library to May, 2023, and systematically reviewed. ResultsSeven English literatures of randomized controlled trials were included, from four countries, involving 236 subjects, aged six to 18 years. The main sources were journals in the fields of sport and psychomotor, developmental disorders, adapted physical education, and children's psychomotor, with publication dates centered after 2016. Physical activity components of adaptive physical education programs in school settings primarily included muscle and balance training, perceptual-motor training, walking up and down stairs, aerobic exercise using equipment (e.g., treadmills, steppers, cross-trainers, and stationary bikes), sit-ups, jumping exercises, rhythmic activities, simultaneous static and dynamic balancing activities while focusing on visual inputs, changing positions at different rhythms and moving through space, breathing and stretching exercises, adapted table tennis motor skill training, ball control exercises, and hand-eye coordination exercises, with an intervention of light-moderate intensity, 45 to 60 minutes a time, one to five times a week, for eight to 24 weeks. The health benefit maily included the enhancement of rhythmic perception as well as the improvement of integrated visual, auditory, and tactile perception; improving muscular strength and endurance, total locomotor capacity and fine-motor capacity such as fine-motor integration, running speed and agility, and balance; improving physical flexibility and coordination, such as upper limb coordination, static balance, strength and flexibility; improvement of correct response, sustained response, and theoretical level of reactivity, and motor flexibility and agility; significant improvements in self-care (eating, dressing, and self-direction), increasing in the number of sit-ups to standard, increasing success in jumping for a ball, and improving motor skill proficiency and executive functioning. ConclusionThis systematic review constructed a PICO for the psychomotor development of children with intellectual and developmental disabilities participating in physical activity in the school setting with an adaptive physical education program based on the PRISMA guidelines. The adaptive physical education program may promote psychomotor development in children with intellectual and developmental disabilities in five main areas: perception, motor control, coordination, reaction time, and movement planning and execution.

ObjectiveBased on the antidepressant activity， the optimal ratio of Rehmanniae Radix and Lilii Bulbus in Baihe Dihuangtang was optimized and its possible mechanism was preliminarily explored. MethodA total of 100 male mice were randomly divided into normal group， model group， Rehmanniae Radix single decoction group， Lilii Bulbus single decoction group， and 5 different ratios of Baihe Dihuangtang group （Rehmanniae Radix-Lilii Bulbus 5∶6， 5∶5 ， 5∶4， 5∶3， 5∶2）， fluoxetine hydrochloride group. Except for the normal group， the remaining 9 groups were treated with chronic unpredictable mild stress method （CUMS） for 21 consecutive days to establish the depression mouse model.The Rehmanniae Radix single decoction group， Lilii Bulbus single decoction group and 5 different ratios of Baihe Dihuangtang group were administered with corresponding drugs at a dose of 2 g·kg^-1 respectively， and fluoxetine hydrochloride group was administered fluoxetine hydrochloride at a dose of 0.01 g·kg^-1， the normal group and the model group were respectively given an equal volume of normal saline by gavage for 21 consecutive days. The antidepressant effect of Baihe Dihuangtang with different ratios was evaluated by behavioral experiments. Western blot was used to detect the expression levels of brain-derived neurotrophic factor （BDNF） and tyrosine kinase receptor B （TrkB） in hippocampus. The level of total superoxide dismutase （SOD） in hippocampus was detected by hydroxylamine method. The level of reduced glutathione （GSH） in hippocampus was detected by spectrophotometric method. The levels of glutathione peroxidase （GPX） and glutathione S-transferase （GST） in hippocampus was detected by colorimetric method. The level of malondialdehyde （MDA） in hippocampus was detected by thiobarbituric acid method， and preliminary exploration of its antidepressant mechanism. ResultCUMS caused a significant decrease in the preference rate of sugar water and a significant prolongation of forced swimming and tail suspension immobility time （P<0.01）， while the different ratios of Baihe Dihuangtang and the single decoction of Rehmanniae Radix and Lilii Bulbus were significantly reversed to varying degrees. Abnormalities of the above indicators were observed （P<0.05， P<0.01）， especially when the ratio of 5∶6 had the most obvious effect on the above indicators， Moreover， CUMS caused the hippocampal BDNF and the expression of TrkB， SOD and glutathione antioxidant-related indexes were significantly decreased （P<0.01）， and the levels of lipid peroxidation product MDA was significantly increased （P<0.01）. However， the superior ratio of Baihe Dihuangtang （Rehmanniae Radix-Lilii Bulbus 5∶6， 5∶5， 5∶4） and the single decoction of Rehmanniae Radix and Lilii Bulbus significantly reversed the abnormality of the above indicators to varying degrees （P<0.05， P<0.01）. ConclusionIn summary， 5 different ratios of Baihe Dihuangtang and the single decoction of Rehmanniae Radix and Lilii Bulbus can produce antidepressant effect， especially when the ratio of 5∶6 had the most obvious effect on the above indicators， and the antidepressant effect gradually weakens with the proportion of Lilii Bulbus in the recipe decreases， and its mechanism may involve enhancing the nutritional level and antioxidant defense ability of hippocampal central nervous system.

BACKGROUND: Although ABO-incompatible (ABOi) kidney transplantation (KT) has been performed successfully, a standard preconditioning regimen has not been established. Based on the initial antidonor ABO antibody titers, an individualized preconditioning regimen is developed, and this study explored the efficacy and safety of the regimen. METHODS: From September 1, 2014, to September 1, 2020, we performed 1668 consecutive living-donor KTs, including 100 ABOi and 1568 ABO-compatible (ABOc) KTs. ABOi KT recipients (KTRs) with a lower antibody titer (≤1:8) were administered oral immunosuppressive drugs (OIs) before KT, while patients with a medium titer (1:16) received OIs plus antibody-removal therapy (plasma exchange/double-filtration plasmapheresis), patients with a higher titer (≥1:32) were in addition received rituximab (Rit). Competing risk analyses were conducted to estimate the cumulative incidence of infection, acute rejection (AR), graft loss, and patient death. RESULTS: After propensity score analyses, 100 ABOi KTRs and 200 matched ABOc KTRs were selected. There were no significant differences in graft and patient survival between the ABOi and ABOc groups (P  = 0.787, P  = 0.386, respectively). After using the individualized preconditioning regimen, ABOi KTRs showed a similar cumulative incidence of AR (10.0% υs . 10.5%, P  = 0.346). Among the ABOi KTRs, the Rit-free group had a similar cumulative incidence of AR ( P  = 0.714) compared to that of the Rit-treated group. Multivariate competing risk analyses revealed that a Rit-free regimen reduced the risk of infection (HR: 0.31; 95% CI: 0.12-0.78, P  = 0.013). Notably, antibody titer rebound was more common in ABOi KTRs receiving a Rit-free preconditioning regimen ( P  = 0.013) than those receiving Rit. ABOi KTRs with antibody titer rebound had a 2.72-fold risk of AR (HR: 2.72, 95% CI: 1.01-7.31, P  = 0.048). ABOi KTRs had similar serum creatinine and estimated glomerular filtration rate compared to those of ABOc KTRs after the first year. CONCLUSIONS An individualized preconditioning regimen can achieve comparable graft and patient survival rates in ABOi KT with ABOc KT. Rit-free preconditioning effectively prevented AR without increasing the risk of infectious events in those with lower initial titers; however, antibody titer rebound should be monitored.
Humans ; Kidney Transplantation/adverse effects* ; Living Donors ; Kidney ; Immunosuppressive Agents/therapeutic use* ; Rituximab/therapeutic use* ; ABO Blood-Group System ; Graft Rejection ; Graft Survival

Objective To explore the efficacy of the single versus combination drug therapies for benign prostatic hyperplasia(BPH) combined with overactive bladder(OAB).Methods A total of 471 outpatients with BPH and OAB meeting the inclusion/exclusion criteria were enrolled in this prospective cohort study from March 2012 to October 2015.Patients were divided into two groups:(1) the single alpha-blocker treatment group (prostate volume ＜ 30 ml),and (2) the 5 alpha reductase inhibitors(5-ARIs) plus alpha-blocker combination treatment group(prostate volume ≥ 30 ml).The 318 patients were treated with alpha blockers for 4 weeks,and then received a continuing alpha-blocker treatment for 8 weeks if IPSS score changes were less than 30％ (i.e.single alpha-blocker treatment group).And 153 patients were treated with 5-ARIs for 12 weeks,then received 5-ARIs plus alpha-blocker combination treatment for another 4 weeks(a total of 16 weeks)if IPSS score changes were less than 30 ％ (i.e.combination treatment group).The improvements of post-voiding residual(PVR),PV,maximum urinary flow rate(Qmax),international prostate symptom score(IPSS),overactive bladder symptom score (OABSS),quality of life (QOL),urine storage period symptom score (USPSS) and voiding symptom score(VSS)were compared between the two groups.Results The values of IPSS,OABSS,QOL,USPSS and VSS index in the two groups were improved after treatment as compared with pre-treatment(all P≤0.05).Patients in combination treatment group had little improvement in PVR and Qmax after treatment.The OAB symptom remission rates of BPH patients with OAB in single alpha-blocker treatment group were 70.5％ (206/292)and 78.6％ (165/210)after 4 and 12 weeks of treatment respectively.The OAB symptoms remission rates of BPH patients with OAB in combination treatment group were 54.5 ％ (64/122) and 67.1％ (53/79) after 12 and 16 weeks of treatment respectively.Conclusions Both single alpha-blocker treatment and alpha-blocker plus 5ARIs combination treatment,which identification was based on prostate volume,have good effects on BPH patients with OAB.The single alpha-blocker treatment can improve PVR and Qmax,and the alpha-blockers plus 5ARIs combination treatment can improve the prostate volume in BPH patients with OAB.