Objective To explore the differences in muscle synergies of healthy individuals,intact limbs and residual limbs of above-knee amputees under different gaits,provide references for electromyographic control of the prosthetics.Methods Surface electromyography(sEMG)signals of 7 muscles(4 thigh muscles,3 calf muscles)were collected from 7 healthy individuals and 3 lower-limb amputees during level walking,ascending/descending slopes,and ascending/descending stairs.Muscle synergy weights(W)and temporal activation coefficients(H)were extracted using concatenated non-negative matrix factorization(CNMF).The W matrices were compared using the coefficient of determination R2,and the activation coefficients were analyzed using statistical parametric mapping(SPM).Furthermore,peak activation and activation integral were used for hierarchical clustering analysis.Results The comparison of W matrices indicated a similar set of muscle synergies between the healthy group and the intact limb of amputees,whereas the residual limb showed greater variability in synergies.The analysis of H showed statistically significant differences in muscle activation throughout the gait cycle for all amputees.Clustering of time-domain features revealed that amputees exhibited higher activation integral and peak values in their intact limb during ascending slopes.Conclusions This study provides an in-depth investigation of the neuromuscular compensation strategies in lower-limb amputees under different gaits,offering theoretical insights for gait rehabilitation and assisting in the development of EMG-controlled prosthetics.

Decision making of artificial nutrition and hydration (ANH) for hospice care patients has been recognized as a complex and controversial issue that significantly impacted end-stage comfort and quality of life. This article reviewed the significance, status and influencing factors of decision making of ANH for hospice care patients. By analyzing the shortcomings of existing researches and clinical practices, it put forward the prospects for future research, so as to improve the decision-making dilemmas faced by hospice care patients.

Objective:To investigate the changes in thyroid hormone levels and inflammatory markers in critically ill children，analyze their correlation with disease severity，and explore their potential impact on prognosis,providing references for clinical management and prognosis assessment in critical illness.Methods:A retrospective cohort study was conducted involving 394 pediatric patients admitted to the ICU of the Capital Pediatric Institute Affiliated Children's Hospital from 2019 to 2023.Based on the pediatric critical illness score,patients were divided into three groups:the extremely critical group (score ≤ 70, n=81),the critical group (score 71–80, n=150),and the non-critical group (score>80, n=163).Data collected included thyroid function indicators，inflammatory markers[C-reactive protein（CRP)，procalcitonin(PCT),tumor necrosis factor(TNF)-α，interleukin (IL)，etc.]，clinical information，and outcomes.The correlation between thyroid function indicators and inflammatory markers were analyzed.The predictive value of thyroid function indicators and inflammatory markers for prognosis in critically ill pediatric patients was assessed. Results:Of the 394 children,non-thyroidal disease syndrome occurred in 321 cases,with an overall incidence of 81.5%,which increased with disease severity.Thyroid hormone [total triiodothyronine (TT3),free triiodothyronine (FT3),and total tetraiodothyronine (TT4)] levels were significantly lower in the extremely critical group than in the other groups ( P<0.05).Inflammatory markers such as CRP,PCT,TNF-α,IL-6,IL-8,and IL-10 were significantly higher in the extremely critical group than in the other groups ( P<0.05).Thyroid hormones were negatively correlated with inflammatory markers,and the receivor operating characteristic curves analysis indicated that TT3,FT3,IL-6 and IL-8 levels,could effectively differentiate disease prognosis.Univariate regression model showed significant associations between TT3,FT3,TT4,PCT,IL-8,and IL-10 and disease prognosis.The multivariate Logistic regression model showed IL-6 and IL-8 were independent predictors of disease prognosis. Conclusion:Significant reductions in thyroid hormone levels are closely related to disease severity and poor prognosis.Changes in inflammatory markers reflect the inflammatory state and severity of the disease and impact prognosis.Monitoring thyroid function and inflammatory status is important in clinical management，which provids new insights into prognosis assessment and treatment strategies for critically ill children.

Objective To screen the mutations of ABCC8 gene in probands of maturity-onset diabetes of the young pedigrees,and investigate it sgenetic and clinical characteristics.Methods Whole exome sequencing were performed to screen ABCC8 mutations in 56 MODY probands who were admitted to Department of Endocrinology and Metabolism,Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine from July 2021 to December 2023.The mutations were verified by Sanger sequencing,and all participants were genotyped.Clinical phenotypes of the mutation carriers were compared with non-DM controls within the families.The identified mutations were evaluated by bioinformatic softwires.Then the pharmacogenomic characteristics of the mutation carriers were analyzed.Results Two heterozygous mutations D655V and R825Q were identified in two MODY probands and their families respectively,and the D655V was a novel mutation.Bioinformatics studies showed that both mutations were deleterious and pathogenic.In comparison with non-DM controls in the two families,mutation carriers with diabetes exhibited significantly lower fasting insulin/fasting plasma glucose,two-hour postprandial insulin/two-hour postprandial insulin plasma glucose,homeostatic model assessment-β(P<0.05).Treatment with oral hypoglycemic agents such as metformin or insulin in these mutation carriers resulted in a moderate reduction in plasma glucose levels.However,switching to targeted Sulfonylurea's(SUs)proved to be more effective.Conclusions In this study,the prevalence of MODY12 is 3.6%in these MODY pedigrees.The remarkable hypoglycemic efficacy of SUs suggests that both D655V and R825Q were activating mutations of ABCC8,and maybe the cause of MODY12 characterized by impaired insulin secretion.

Objective To develop a data-driven model for estimating tangential ground reaction force(GRFt)from lower limb kinematic data and select the most suitable input based on a balance between input quantity and estimation accuracy,with the aim of measuring GRFt in outdoor gait experiments.Methods Gait data from ten subjects walking at five different inclines(-10°,-5°,0°,5°,10°)were used to train two data-driven models,namely a backpropagation neural network(BPNN)-based model and a polynomial sparse identification(PSI)-based model.The performance of these models was evaluated using eight kinematic data combinations and the normal ground reaction force(GRFn)as inputs to determine the optimal model and input combination.Results Under the same input dimensionality,the combination of hip-knee joint angles proved more accurate in estimating GRF,than the knee-ankle joint angle combination.Specifically,the BPNN and PSI models based on the former combination predicted GRF,with errors of 1.61％BW(body weight)and 1.84％BW,respectively,while the latter combination resulted in errors of 2.82％BW and 3.15％BW.When GRFn and all joint angles were used as inputs,the model's prediction error was only 1.46％BW.Conclusions The combination of GRFn and hip-knee joint angles achieves an optimal balance between computational complexity and estimation accuracy.This study supports the accurate estimation of GRF,in outdoor gait testing.

Objective To understand the epidemiological characteristics and trends of postoperative pneumonia(POP)in tertiary general hospitals in Jiangsu Province,and provide theoretical basis for carrying out targeted pre-vention and control measures.Methods Surgery patients from 22 tertiary general hospitals in 12 cities in north,central,and south of Jiangsu Province from January 1,2022 to December 31,2023 were chosen as studied subjects,occurrence of POP was analyzed and compared.Results A total of 848 274 surgical procedures were performed in 22 hospitals,and 3 606 cases of POP occurred,with an incidence of 0.43％.The incidence in 2023 was 0.37％,which was lower than that in 2022(0.49％),with statistically significant difference(P＜0.001).The top three de-partments with high incidence of POP were neurosurgery(6.71％),cardiothoracic surgery(2.91％),and general surgery(0.77％).Among hospitals of different grades,the incidence of POP in tertiary first-class hospitals was 0.44％,which was higher than that in other tertiary hospitals(0.37％).There was no statistically significant difference in the incidence of POP between municipal and district/county hospitals(P＞0.05).The incidence of POP in hospitals with a bed:infection control full-time staff ratio＜200∶1 was lower than that in hospitals with the ratio ≥200∶1(0.39％vs 0.47％,P＜0.001),while the incidence of POP in hospitals with a proportion ≥30％of full-time staff being doctors was higher than that in hospitals with a proportion＜30％(0.45％vs 0.36％,P＜0.001).The incidence of POP in male patients was higher than that in female patients(0.62％vs 0.26％,P＜0.001).The incidence of POP in elderly patients aged≥65 was higher than that in patients aged＜65(0.73％vs 0.26％,P＜0.001).A total of 2 667 strains of infectious pathogens were detected,with the top three being Acine-tobacter baumannii,Klebsiella pneumoniae,and Pseudomonas aeruginosa,accounting for 28.95％,22.72％,and 15.45％,respectively.The detection rates of carbapenem-resistant Acinetobacter baumannii(CRAB),carba-penem-resistant Klebsiella pneumoniae(CRKP),and carbapenem-resistant Pseudomonas aeruginosa(CRPA)were 60.75％,21.45％,and 32.28％,respectively.The detection rate of CRKP decreased in 2023 compared with 2022,with statistically significant difference(P＜0.05).Conclusion The overall incidence of POP in tertiary general hos-pitals in Jiangsu Province is relatively low,but there are significant differences among different hospitals.There-fore,perioperative prevention and control measures should be carried out based on the epidemiological characteristics of patients.

Sepsis and septic shock are common emergencies in pediatric intensive care unit with high mortality.The existence of sepsis-related acute kidney injury and multiple organ dysfunction syndrome further increases the risk of death in children with sepsis.Currently，continuous renal replacement therapy（CRRT）is employed to continuously remove toxins and excess fluid from the body，helping to maintain hemodynamic stability and fine-tuning electrolyte and acid-base balance.It has emerged as an important adjuvant therapy for sepsis and septic shock.Although the absolute indications for CRRT initiation have been clearly defined in domestic and foreign guidelines，there is no consensus on the optimal timing of CRRT initiation in children with septic shock.Both early and late CRRT initiation have their own advantages and disadvantages.

Objective:To investigate the changes in thyroid hormone levels and inflammatory markers in critically ill children，analyze their correlation with disease severity，and explore their potential impact on prognosis,providing references for clinical management and prognosis assessment in critical illness.Methods:A retrospective cohort study was conducted involving 394 pediatric patients admitted to the ICU of the Capital Pediatric Institute Affiliated Children's Hospital from 2019 to 2023.Based on the pediatric critical illness score,patients were divided into three groups:the extremely critical group (score ≤ 70, n=81),the critical group (score 71–80, n=150),and the non-critical group (score>80, n=163).Data collected included thyroid function indicators，inflammatory markers[C-reactive protein（CRP)，procalcitonin(PCT),tumor necrosis factor(TNF)-α，interleukin (IL)，etc.]，clinical information，and outcomes.The correlation between thyroid function indicators and inflammatory markers were analyzed.The predictive value of thyroid function indicators and inflammatory markers for prognosis in critically ill pediatric patients was assessed. Results:Of the 394 children,non-thyroidal disease syndrome occurred in 321 cases,with an overall incidence of 81.5%,which increased with disease severity.Thyroid hormone [total triiodothyronine (TT3),free triiodothyronine (FT3),and total tetraiodothyronine (TT4)] levels were significantly lower in the extremely critical group than in the other groups ( P<0.05).Inflammatory markers such as CRP,PCT,TNF-α,IL-6,IL-8,and IL-10 were significantly higher in the extremely critical group than in the other groups ( P<0.05).Thyroid hormones were negatively correlated with inflammatory markers,and the receivor operating characteristic curves analysis indicated that TT3,FT3,IL-6 and IL-8 levels,could effectively differentiate disease prognosis.Univariate regression model showed significant associations between TT3,FT3,TT4,PCT,IL-8,and IL-10 and disease prognosis.The multivariate Logistic regression model showed IL-6 and IL-8 were independent predictors of disease prognosis. Conclusion:Significant reductions in thyroid hormone levels are closely related to disease severity and poor prognosis.Changes in inflammatory markers reflect the inflammatory state and severity of the disease and impact prognosis.Monitoring thyroid function and inflammatory status is important in clinical management，which provids new insights into prognosis assessment and treatment strategies for critically ill children.

Objective To develop a data-driven model for estimating tangential ground reaction force(GRFt)from lower limb kinematic data and select the most suitable input based on a balance between input quantity and estimation accuracy,with the aim of measuring GRFt in outdoor gait experiments.Methods Gait data from ten subjects walking at five different inclines(-10°,-5°,0°,5°,10°)were used to train two data-driven models,namely a backpropagation neural network(BPNN)-based model and a polynomial sparse identification(PSI)-based model.The performance of these models was evaluated using eight kinematic data combinations and the normal ground reaction force(GRFn)as inputs to determine the optimal model and input combination.Results Under the same input dimensionality,the combination of hip-knee joint angles proved more accurate in estimating GRF,than the knee-ankle joint angle combination.Specifically,the BPNN and PSI models based on the former combination predicted GRF,with errors of 1.61％BW(body weight)and 1.84％BW,respectively,while the latter combination resulted in errors of 2.82％BW and 3.15％BW.When GRFn and all joint angles were used as inputs,the model's prediction error was only 1.46％BW.Conclusions The combination of GRFn and hip-knee joint angles achieves an optimal balance between computational complexity and estimation accuracy.This study supports the accurate estimation of GRF,in outdoor gait testing.

Objective:To compare the effect of high frequency oscillatory ventilation (HFOV) and conventional mechanical ventilation (CMV) in the treatment of pediatric acute respiratory distress syndrome (ARDS).Methods:A prospective randomized controlled study was conducted on ARDS children treated with mechanical ventilation in the Intensive Care Unit (ICU) of Children′s Hospital, Capital Institute of Pediatric from January 2017 to December 2018.They were randomly (computer digital method) divided into HFOV group and CMV group.The basic data and clinical indicators, such as pediatric critical illness scores, oxygenation index (OI), blood gas, mechanical ventilation time, ventilator parameters, ICU hospitalization time, complications, prognosis, dynamic changes of inflammatory factors, use of sedative muscle relaxants and vasoactive drugs, were recorded.SPSS 22.0 software was used to analyze the data.The Mann Whitney U test was used for inter-group comparison.The χ2 test was adopted for the comparison of counting data. Results:A total of 45 children were included in the analysis.There were 21 cases in the HFOV group and 24 cases in the CMV group.Moderate and severe ARDS was detected in 34 cases, including 16 cases in the HFOV group and 18 cases in the CMV group.Compared with those in the CMV group, the levels of OI-24 h and OI-48 h in the HFOV group were significantly lower [7.4 (5.9, 8.6) vs.9.0 (6.7, 13.6), P=0.018] and [5.9 (5.2, 8.5) vs.9.2 (7.4, 12.4), P=0.001].The levels of OI-6 h [8.2(6.5, 10.0) vs.10.5(8.2, 13.0), P=0.037], OI-12 h[7.8(6.5, 9.0) vs.9.8(8.0, 12.8), P=0.009], OI-24 h [7.7(6.4, 8.6) vs.10.1(8.7, 15.5), P<0.001], OI-48 h [6.0(5.3, 8.6) vs.10.7(8.8, 13.1), P<0.001] and OI-72 h [5.8(5.0, 8.6) vs. 8.0(6.6, 10.6), P=0.031] in children with moderate to severe ARDS of the HFOV group were significantly lower than those of the CMV group.There were no significant differences in ICU hospitalization time, invasive mechanical ventilation time, total mechanical ventilation time, 28-day prognosis, vasoactive drugs, muscle relaxants, blood purification, fluid balance, inflammatory factors, intracranial hemorrhage and pneumothorax between the 2 groups. Conclusions:This study confirms that HFOV can improve the oxygenation level in pediatric patients with ARDS more rapidly than CMV.HFOV does not increase the incidence of complications such as pneumothorax and intracranial hemorrhage, and the use of vasoactive drugs and muscle relaxants, showing safety in clinical application.