Objective:To compare the accuracy and applicability of three adult height prediction methods based on artificial intelligence-assisted bone age assessment—the Bayley-Pinneau method(BP method), the Tanner-Whitehouse 3 method(TW3 method), and China 05 method—in girls.Methods:This bidirectional cohort study collected clinical data and 690 posteroanterior X-ray images of the left hand from 278 female children who underwent pubertal development assessments at Shenzhen Children′s Hospital between January 2014 and December 2020, with follow-up until adult height was reached. Adult height prediction was performed using BP, TW3, and China 05 methods on artificial intelligence-assisted bone age assessment.Results:The BP and TW3 methods overestimated adult height by(1.7±3.7) cm and(2.6±3.0) cm, respectively, while the China 05 method underestimated adult height by(2.3±3.5) cm. The proportion of PAH within±5 cm of FAH were 80.0% for the TW3 method, 77.0% for the BP method, and 74.2% for the China 05 method, with significant differences among them( P=0.038). Analysis of cases with prediction deviations>10 cm and subgroup comparisons revealed that the TW3 and BP methods were more likely to overestimate adult height in girls aged 6.0-<8.0 years, with delayed bone age, or in the prepubertal stage(all P<0.001). The China 05 method was more prone to underestimate adult height in those with advanced bone age( P<0.001). All three methods showed significantly greater prediction errors(absolute difference between PAH and FAH) in girls with early puberty compared to those with normal pubertal development(all P<0.05). Conclusions:The TW3 and BP methods tend to overestimate adult height in girls, while the China 05 method tends to underestimate it. Caution is warranted when predicting adult height, particularly in girls under 8 years of bone age, with delayed or advanced bone age, and those with early puberty.

This article reviews the diagnosis, therapeutic approaches, and subsequent care for a patient with a complex, long-standing history of encapsulating peritoneal sclerosis (EPS). A 40-year-old male, who had been on peritoneal dialysis (PD) for 11 years, encountered refractory peritonitis, leading to the removal of PD catheter and the subsequent diagnosis of EPS. The patient was transitioned to hemodialysis (HD) and prescribed tamoxifen to mitigate peritoneal fibrosis. After 4 months on HD, the patient underwent a kidney transplant, but acute rejection episode caused the transplanted kidney to fail 3 months postoperatively, necessitating a return to HD. Over the past 7 years, the patient has been repeatedly hospitalized due to recurrent bowel obstructions and infected abdominal fluid accumulation. A multidisciplinary approach, including anti-infective therapy, gastrointestinal intervention, nutritional support, and psychological care, has been instrumental in managing symptoms, and sustaining life. This case underscores the importance of recognizing EPS in long-term PD patients with peritonitis. While discontinuing PD, switching to HD, or receiving kidney transplantation do not halt the progression of EPS, optimized comprehensive management can extend the patient's survival.

Objective To systematically analyze the characteristics of functioning and vocational competency of college students with disabilities and explore effective career development pathways and methods.Methods This study systematically examined the functional characteristics and occupational competency structure of college students with disabilities,and proposed pathways to enhance their career development,using Internation-al Classification of Functioning,Disability and Health(ICF),rehabilitation competency framework(RCF),and achievement motivation theory.Results The study analyzed the functional performance of college students with disabilities across dimensions such as body functions and structures,activities and participation,and environmental factors,as well as their impact on occupational activities,using the Core Sets for Vocational Rehabilitation and the WHO Disability Assessment Schedule 2.0(WHODAS 2.0).The study outlined the occupational competency framework for these students and proposed three synergistic pathways to enhance their career development,including empowerment,functional compensation,and inclusive environmental support,based on RCF and achievement motivation theory.Early in-tervention,professional career services and multi-stakeholder collaboration mechanisms were recommended to provide lifelong,personalized career counseling,guidance and support based on precise occupational needs and competency assessments.Conclusion The career development of college students with disabilities is influenced by multiple factors,including indi-vidual functional status,occupational competency and environmental conditions.Implementing strategies such as empowerment,functional compensation,and inclusive environmental support could safeguard their right to em-ployment in an inclusive workplace,effectively improving their employment quality and sustainable career devel-opment capabilities.

Objective To systematically analyze the characteristics of functioning and vocational competency of college students with disabilities and explore effective career development pathways and methods.Methods This study systematically examined the functional characteristics and occupational competency structure of college students with disabilities,and proposed pathways to enhance their career development,using Internation-al Classification of Functioning,Disability and Health(ICF),rehabilitation competency framework(RCF),and achievement motivation theory.Results The study analyzed the functional performance of college students with disabilities across dimensions such as body functions and structures,activities and participation,and environmental factors,as well as their impact on occupational activities,using the Core Sets for Vocational Rehabilitation and the WHO Disability Assessment Schedule 2.0(WHODAS 2.0).The study outlined the occupational competency framework for these students and proposed three synergistic pathways to enhance their career development,including empowerment,functional compensation,and inclusive environmental support,based on RCF and achievement motivation theory.Early in-tervention,professional career services and multi-stakeholder collaboration mechanisms were recommended to provide lifelong,personalized career counseling,guidance and support based on precise occupational needs and competency assessments.Conclusion The career development of college students with disabilities is influenced by multiple factors,including indi-vidual functional status,occupational competency and environmental conditions.Implementing strategies such as empowerment,functional compensation,and inclusive environmental support could safeguard their right to em-ployment in an inclusive workplace,effectively improving their employment quality and sustainable career devel-opment capabilities.

Objective:To compare the accuracy and applicability of three adult height prediction methods based on artificial intelligence-assisted bone age assessment—the Bayley-Pinneau method(BP method), the Tanner-Whitehouse 3 method(TW3 method), and China 05 method—in girls.Methods:This bidirectional cohort study collected clinical data and 690 posteroanterior X-ray images of the left hand from 278 female children who underwent pubertal development assessments at Shenzhen Children′s Hospital between January 2014 and December 2020, with follow-up until adult height was reached. Adult height prediction was performed using BP, TW3, and China 05 methods on artificial intelligence-assisted bone age assessment.Results:The BP and TW3 methods overestimated adult height by(1.7±3.7) cm and(2.6±3.0) cm, respectively, while the China 05 method underestimated adult height by(2.3±3.5) cm. The proportion of PAH within±5 cm of FAH were 80.0% for the TW3 method, 77.0% for the BP method, and 74.2% for the China 05 method, with significant differences among them( P=0.038). Analysis of cases with prediction deviations>10 cm and subgroup comparisons revealed that the TW3 and BP methods were more likely to overestimate adult height in girls aged 6.0-<8.0 years, with delayed bone age, or in the prepubertal stage(all P<0.001). The China 05 method was more prone to underestimate adult height in those with advanced bone age( P<0.001). All three methods showed significantly greater prediction errors(absolute difference between PAH and FAH) in girls with early puberty compared to those with normal pubertal development(all P<0.05). Conclusions:The TW3 and BP methods tend to overestimate adult height in girls, while the China 05 method tends to underestimate it. Caution is warranted when predicting adult height, particularly in girls under 8 years of bone age, with delayed or advanced bone age, and those with early puberty.

This article reviews the diagnosis, therapeutic approaches, and subsequent care for a patient with a complex, long-standing history of encapsulating peritoneal sclerosis (EPS). A 40-year-old male, who had been on peritoneal dialysis (PD) for 11 years, encountered refractory peritonitis, leading to the removal of PD catheter and the subsequent diagnosis of EPS. The patient was transitioned to hemodialysis (HD) and prescribed tamoxifen to mitigate peritoneal fibrosis. After 4 months on HD, the patient underwent a kidney transplant, but acute rejection episode caused the transplanted kidney to fail 3 months postoperatively, necessitating a return to HD. Over the past 7 years, the patient has been repeatedly hospitalized due to recurrent bowel obstructions and infected abdominal fluid accumulation. A multidisciplinary approach, including anti-infective therapy, gastrointestinal intervention, nutritional support, and psychological care, has been instrumental in managing symptoms, and sustaining life. This case underscores the importance of recognizing EPS in long-term PD patients with peritonitis. While discontinuing PD, switching to HD, or receiving kidney transplantation do not halt the progression of EPS, optimized comprehensive management can extend the patient's survival.

Objective:To explore the prevalence and independent associated factors of vascular calcification (VC) in non-dialysis chronic kidney disease (CKD) patients of stage 3-5.Methods:It was a single-center cross-sectional observational study. Non-dialysis stage 3-5 CKD patients ≥18 years old who were admitted to the Department of Nephrology, the First Affiliated Hospital of Sun Yat-sen University from May 1, 2022 to December 31, 2022 with VC evaluation were enrolled. The patients' general information, laboratory examination and imaging data were collected. Coronary artery calcification (CAC), thoracic aorta calcification (TAC), abdominal aorta calcification (AAC), carotid artery calcification and aortic valve calcification (AVC) were evaluated by cardiac-gated electron-beam CT (EBCT) scans, lateral lumbar x-ray, cervical macrovascular ultrasound and echocardiography, respectively. The differences in clinical data and the prevalence of VC at different sites of patients with different CKD stages were compared, and the prevalence of VC at different sites of patients in different age groups [youth group (18-44 years old), middle-aged group (45-64 years old) and elderly group (≥65 years old)] and patients with or without diabetes were compared. Multivariate logistic regression analysis was used to analyse the independent associated factors of VC for different areas.Results:A total of 206 patients aged (51±14) years were included, including 129 (62.6%) males. There were 44 patients with CKD stage 3 (21.4%), 51 patients with CKD stage 4 (24.8%), and 111 patients with CKD stage 5 (53.9%). CKD was caused by chronic glomerulonephritis [104 cases (50.5%)], diabetic kidney damage [35 cases (17.0%)], hypertensive kidney damage [29 cases (14.1%)] and others [38 cases (18.4%)]. Among 206 patients, 131 (63.6%) exhibited cardiovascular calcification, and the prevalence of CAC, TAC, AAC, carotid artery calcification, and AVC was 37.9%, 43.7%, 37.9%, 35.9% and 9.7%, respectively. The overall prevalence of VC in young, middle-aged and elderly patients was 24.6%, 73.6% and 97.4%, respectively. With the increase of age, the prevalence of VC in each site gradually increased, and the increasing trend was statistically significant (all P<0.001). The overall prevalence of VC in CKD patients with diabetes was 92.5% (62/67), and the prevalence of VC at each site in the patients with diabetes was significantly higher than that in the patients without diabetes (all P<0.001). Multivariate logistic regression analysis revealed that age (every 10 years increase, OR=2.51, 95% CI 1.77-3.56, P<0.001), hypertension ( OR=5.88, 95% CI 1.57-22.10, P=0.009), and diabetes ( OR=4.66, 95% CI 2.10-10.35, P<0.001) were independently correlated with CAC; Age (every 10 years increase, OR=6.43, 95% CI 3.64-11.36, P<0.001) and hypertension ( OR=6.09, 95% CI 1.33-27.84, P=0.020) were independently correlated with TAC; Female ( OR=0.23, 95% CI 0.07-0.72, P=0.011), age (every 10 years increase, OR=3.90, 95% CI 2.42-6.29, P<0.001), diabetes ( OR=5.37, 95% CI 2.19-13.19, P<0.001) and serum magnesium ( OR=0.01,95% CI 0-0.35, P=0.014) were independently correlated with AAC. Moreover, age and diabetes were independently correlated with carotid artery calcification, AVC and overall VC Conclusions:The prevalence of VC in non-dialysis CKD patients of stage 3-5 is 63.59%, of which CAC reaches 37.9%, TAC is the most common one (43.7%), while AVC is the least one (9.7%). Age and diabetes are the independent associated factors for VC of all sites except TAC, while hypertension is an independent associated factor for both CAC and TAC.

Objective:To utilize usculoskeletal ultrasound technology for real-time assessment of related muscle characteris-tics in patients with chronic nonspecific low back pain(NLBP)and to analyze the correlation with visual ana-logue scale(VAS)and Oswestry disability index questionnaire(ODI).Method:A total of 180 patients diagnosed with chronic NLBP in the department of rehabilitation of the Sec-ond Hospital in Fuzhou from December 2022 to June 2023 were selected as NLBP group,and 120 healthy subjects who underwent physical examination at the same time period were selected as the control group.VAS and ODI questionnaires were used to assess the two groups of subjects.Based on musculoskeletal ultrasound technology,the muscle thickness and elastic modulus of transverse abdominal muscle and multifidus muscle in resting and contraction positions were detected in real time.Finally,the correlation analysis was performed be-tween the real-time muscle characteristics monitoring indexes of musculoskeletal ultrasound and the VAS and ODI scores in NLBP patients.Result:The VAS score showed that the healthy group was 0.58±0.73 and the NLBP group was 3.29±0.42.There was a significant difference in VAS score between the two groups(t=40.729,P＜0.001).The ODI score showed that the healthy group was 4.25±0.36 and the NLBP group was 14.41±1.63.The difference of ODI score between the two groups was statistically significant(t=-67.162,P＜0.001).The transverse abdominal muscle test showed that the thickness of the healthy group was 3.89±0.31 mm,and the thickness of the NLBP group was 2.85±0.26 mm.At the contraction position,the thickness of the healthy group was 5.18±0.35 mm,and the thickness of the NLBP group was 3.64±0.29 mm.The multifidus muscle test showed that the thickness of the healthy group was 2.19±0.14 cm,and the thickness of the NLBP group was 1.82±0.16 cm.At the contraction position,the thickness of the healthy group was 3.15±0.22 cm,and the thickness of the NLBP group was 2.41±0.21 cm.Compared with the healthy group,the muscle thickness of the transverse abdominis of the NLBP group(t=-31.401,-48.751;P＜0.001)and multifidus muscle thickness were significantly reduced(t=-20.610,-29.335;P＜0.001).The correlation analysis showed that there was a significant negative correlation between VAS score and transverse abdominal muscle thickness(r=-0.69,P＜0.001)and multifidus muscle thickness(r--0.45,P＜0.001)at rest.There was a significant negative correlation between the VAS score and the thickness of the transverse abdominal muscle(r=-0.59,P＜0.001)and the thickness of the multifidus muscle(r=-0.31,P＜0.001).At rest,there was a significant negative correlation between ODI score and transverse abdominal muscle thickness(r=-0.58,P＜0.001)and multifidus muscle thickness(r=-0.36,P＜0.001).In the contractile position,there was a significant negative correlation between the VAS score and the thickness of the transverse abdominal muscle(r=-0.54,P＜0.001)and the thickness of the multifidus muscle(r=-0.22,P=0.0029).Conclusion:Musculoskeletal ultrasonography can be used as a real-time detection method to evaluate the rele-vant characteristic indexes of NLBP in subjects.

Parkinson disease(PD)and dystonia share a common pathophysiological mechanism.In the later stage of the disease,PD-related dystonia can seriously impact the quality of life of patients and increase the burden of caregivers.This article reviews the common pathophysiological mechanism of PD and dystonia and the manifestations of PD-related dystonia.

Objective:To visualize the relationship between different combinations of mechanical power exposure intensity-duration and death risk in mechanical ventilation patients using a visualization method.Methods:Critically ill patients receiving mechanical ventilation were selected from the Medical Information Mart for Intensive Care-Ⅳ v1.0 (MIMIC-Ⅳ v1.0) database. The patients were divided into four subgroups according to oxygenation index (PaO 2/FiO 2) including > 300 mmHg (1 mmHg≈0.133 kPa) group, 201-300 mmHg group, 101-200 mmHg group and ≤100 mmHg group. The baseline characteristics, ventilator parameters, and prognostic indicators for different patient populations were collected. For each patient, the mechanical power thresholds from low to high (5-30 J/min, increasing at intervals of 1 J/min) were used to evaluate the different exposures of mechanical power (above the set threshold was recorded as one exposure), and the number of events with different exposure intensity-duration combinations was counted based on their corresponding durations. Based on the 28-day survival/non-survival status, the number of exposures for survivors and non-survivors in each exposure intensity-duration combination was calculated, and the survival odds ratio ( OR) for different mechanical power exposure intensity-duration combinations was subsequently computed. Two-dimensional tables were generated with mechanical power exposure duration on the x-axis and exposure intensity on the y-axis, and the heatmap and its corresponding equipotential line view were used to visualize the OR value to assess the risk of death. Results:A total of 5 378 patients receiving mechanical ventilation were enrolled in the study, of whom 2 069 patients in the PaO 2/FiO 2 > 300 mmHg group, 813 patients in the 201-300 mmHg group, 1 493 patients in the 101-200 mmHg group, and 1 003 patients in the ≤100 mmHg group. The severity scores of patients, including sequential organ failure assessment (SOFA) score and simplified acute physiology score Ⅱ (SAPSⅡ), gradually increased following the decrease in PaO 2/FiO 2, and the incidence of co-morbidities also gradually increased. In terms of ventilator parameters, mechanical power was increased gradually with decrease in PaO 2/FiO 2, measuring 10.4 (7.8, 13.9), 11.3 (8.5, 14.7), 13.6 (10.0, 18.2), and 16.7 (12.5, 22.0) J/min ( P < 0.01). In terms of prognosis, 28-day mortality of patients was gradually increased with decrease in PaO 2/FiO 2 [29.1% (601/2 069), 26.9% (219/813), 28.1% (420/1 493), and 33.3% (334/1 003), respectively, P < 0.05]. In the heatmap, it could be observed that the 28-day death risk of mechanical ventilation patients was gradually increased with increase in mechanical power exposure intensity and long duration, showing two distinct areas: a region near the bottom left corner (representing low mechanical power exposure intensity and short duration) was blue, indicating a greater chance of survival. In contrast, another region near the top right corner (representing high mechanical power exposure intensity and long duration) was red, indicating a higher risk of death. According to the fitted lines of death risk, for the same risk of death, a shorter mechanical power exposure duration was required for higher exposure intensity, while lower mechanical power exposure intensity required a longer exposure duration. The above trend of change was similarly reflected in the overall population and different oxygenation populations. Conclusions:Cumulative mechanical power exposure to higher intensity and/or longer duration is associated with worse outcomes in mechanical ventilation patients. Considering both the mechanical power exposure intensity and duration may help to evaluate the effectiveness of lung protection in mechanical ventilation patients and guide adjustments in mechanical ventilation strategy to reduce the risk of ventilator-induced lung injury.