1.Application of artificial intelligence in anxiety and depression among children and adolescents:a scoping review
Rufeng SU ; Xiaoke ZHONG ; Xiaoyan GAO ; Changhao JIANG
Chinese Journal of Rehabilitation Theory and Practice 2024;30(5):513-519
Objective To review the application of artificial intelligence in anxiety and depression among children and adolescents. Methods PubMed,Web of Science,CNKI and Wanfang data were searched for literature related to artificial intelligence applied in of anxiety and depression among children and adolescents from January,2014 to January,2024,and a scoping review was conducted. Results A total of ten papers were included,originating from the United States,China,Australia and France.These re-searches were primarily published in journals related to psychology,public health,clinical medicine,neurosci-ence and rehabilitation,involving six cross-sectional researches,three longitudinal researches and one interview,including 10 880 participants aged from three to 18 years.The types of data mainly included questionnaires/scales,interview data and brain imaging data.Features related to anxiety and depression were extracted from the data,and artificial intelligence were employed to develop models for the identification or prediction of anxiety and depression in children and adolescents. Conclusion Artificial intelligence is potential for identifying or predicting anxiety and depression in children and adoles-cents.
2.Effect of long-term physical activity on executive function of children with autism spectrum disorder:a systemat-ic review
Xiaoke ZHONG ; Qi WANG ; Siqin CHANG ; Changhao JIANG
Chinese Journal of Rehabilitation Theory and Practice 2024;30(5):535-542
Objective To establish the categories and structure of physical activity in children with autism spectrum disorder(ASD),and systematically evaluate the long-term effect of physical activity on the executive function of children with ASD,based on the theoretical and methodological framework of the International Classification of Functioning,Disability,and Health-Children and Youth version(ICF-CY). Methods A search was conducted in databases such as Wanfang data,CNKI,PubMed,Web of Science and ProQuest,to collect literatures about long-term physical activity for executive function of children with ASD published from 2014 to 2023.The literatures were reviewed based on inclusion and exclusion criteria,following PRISMA guide-lines for systematic review,and the quality of the included literatures were assessed with the Physiotherapy Evi-dence Database(PEDro)scale. Results Totally,ten articles were included,consisting of nine randomized controlled trials(RCTs)and one non-random-ized controlled trial,with a total of 351 children diagnosed as ASD,aged three to 18 years,came from Italy,Cana-da,South Korea,China and the United States,published mainly after 2016.Physical activity primarily included sports activities(such as baseball,basketball,table tennis and equine-assisted activities),skill-based activities(such as cycling,cognitive-motor training and active gaming),physical fitness activities(SPARK),as well as combat-related activities(martial arts and karate);30 to 70 minutes a time(mainly 45 minutes),one to five times a week(mainly twice a week),for two to 24 weeks(mainly twelve weeks).Long-term physical activities had been found to improve inhibitory control and cognitive flexibility in children with ASD,although the effect on working memory was inconsistent. Conclusion Long-term physical activity may positively impact on executive function in children with ASD,especially inhibitory control and cognitive flexibility.However,the effect on working memory need more researches.
3.Application of artificial intelligence in diagnosis and intervention in sleep disorder for older adults:a scoping re-view using ICF
Changhao JIANG ; Xianxin JIANG ; Chen HUANG ; Xiaoke ZHONG
Chinese Journal of Rehabilitation Theory and Practice 2024;30(8):922-929
Objective To review the application of artificial intelligence(AI)in the identification,monitoring and intervention of sleep disorders in the elderly and the effect. Methods A scoping review was conducted by searching relevant literature ahout the application of AI in the field of sleep disorders among the elderly from databases including PubMed,Web of Science,CNKI,and Wanfang data,covering literatures from the establishment to June,2024. Results A total of ten articles were included,originating from seven countries and involving 36 344 elderly participants.The publication dates ranged from 2020 to 2024.The study types included six cross-sectional studies,one pro-spective study,one self-controlled study and two randomized controlled trials.The articles mainly came from the fields of clinical medicine,sleep research,rehabilitation medicine and information engineering.AI was primarily used for monitoring the entire sleep process of the elderly,predicting and identifying sleep disorders,and inter-ventions such as biofeedback,online consultations and cognitive-behavioral therapy based on mobile platforms. Conclusion AI not only improves the accuracy of diagnosing sleep disorders,but also provides robust data support for clinical intervention.Online sleep interventions based on big data and intelligent algorithms can offer effective health management for the elderly.
4.Effect of physical activity on neurocognitive function in children with autism spectrum disorder:a systematic review
ZHANG Qiang*, ZHONG Xiaoke, HUANG Chen, JIANG Changhao
Chinese Journal of School Health 2024;45(7):983-987
Objective:
To analyse the effects of physical activity on neurocognitive function in children with autism spectrum disorder (ASD),so as to provide a theoretical basis and specific guidance for the clinical cognitive function rehabilitation practice of ASD children.
Methods:
Relevant literature on the effects of physical activity on neurocognitive function in children with ASD were searched in the China National Knowledge Infrastructure (CNKI), Wanfang, Web of Science, and EBSCO databases from their inception to March 2024 using specific subject terms. Information on authors, countries, publication dates, study populations, diagnostic criterion, interventions, measurement tools and study results were extracted postscreening. The methodological quality of the articles was assessed using the PEDro Scale, followed by a systematic review.
Results:
A total of seventeen articles and were included in the study and English literature, most of them were of good quality. The study included 10 randomized controlled trials, 4 quasiexperimental designs, and 3 preand posttest designs. The rehabilitative effects of physical activity on children with ASD were primarily observed in enhanced attention and executive function, as well as improvements in brain structure and function. Children with ASD showed varying cognitive effects in physical and skillbased programs, with skillbased activities like basketball and table tennis notably improving cognitive function.
Conclusion
Physical activity is an effective intervention that enhances cognitive abilities such as attention and executive function, as well as brain structure and function in children with ASD.
5.Research progress on pathogenesis of inflammatory bowel disease and stem cell therapy in the elderly
Tong PAN ; Xiaoying LUO ; Yangqiu BAI ; Xiaoke JIANG ; Bingyong ZHANG
Chinese Journal of Geriatrics 2024;43(10):1345-1350
As China enters the aging era, the incidence rate and prevalence of inflammatory bowel disease(IBD)in the elderly have increased.The relationship between aging and inflammation appears to be more significant in elderly individuals with IBD.However, most current studies focus on describing the clinical characteristics of the disease, with limited research on its pathogenesis and treatment.In this review, we summarize the differences in clinical characteristics and treatment between elderly individuals with IBD and young individuals.We also discuss the impact of aging on elderly IBD and explore the possibility of stem cell transplantation therapy as a new approach for clinical management.Our aim is to provide fresh insights for the treatment of elderly IBD.
6.Effect of twelve-week aerobic exercise on inhibitory control abilities in overweight children
Chen WANG ; Wenwu LENG ; Zhipeng WANG ; Hanzhe CHEN ; Ji ZHANG ; Mingchao XU ; Xiaoke ZHONG ; Changhao JIANG
Chinese Journal of Rehabilitation Theory and Practice 2022;28(6):684-689
ObjectiveTo observe the effect of twelve-week aerobic exercise on inhibitory control abilities and the change of brain activation in overweight children. MethodsFrom October to December, 2021, 20 overweight children from a primary school in Changping District were selected for a twelve-week aerobic exercise intervention. Their inhibitory control abilities were measured by Flanker task before and after intervention, while their brain activation levels during the task were detected by functional near infrared spectroscopy (fNIRS). ResultsThe interactions between task type and time of accuracy and reaction time in inconsistent tasks Flanker task were significant (F > 9.277, P < 0.05), with higher accuracy and lower reaction time of after intervention (P < 0.05). After intervention, ch1, ch2, ch3, ch6, and ch8 channels were activated by inconsistent tasks (P < 0.05). ConclusionA twelve-week aerobic exercise intervention could improve the inhibitory control ability, and increase the prefrontal cortex activation during inconsistent tasks in overweight children.
7.Effect of physical activity on neurocognitive function of overweight children: a systematic review
Xiaoke ZHONG ; Ji ZHANG ; Zhipeng WANG ; Changhao JIANG
Chinese Journal of Rehabilitation Theory and Practice 2022;28(4):421-428
Objective To explore the affect of physical activity on neurocognitive function of overweight children.Methods The literatures about the effect of physical activity on neurocognitive function of overweight children were retrieved with subjected retrieval method in CNKI, VIP, Wanfang database, PubMed, Web of Science, EBSCO databases from January, 2000 to January, 2022. The authors, countries, published years, ages of subjects, research methods, intervention time, measurement tools and measurement indicators were extracted.Results Twelve articles were selected finally. These articles came from United States, Italy, Belgium and China, were mainly published in journals of psychology, clinical medicine, neuroscience, physical education. The study design included randomized controlled trials and pre-post-trial. The mean PEDro score was 6.67. The types of physical activity included fitness, skills and sports activities. The overweight children participating in physical activities could benefit from cognition and brain plasticity. On the cognition, physical activity could improve attention, memory, inhibitory control, working memory and cognitive flexibility. In terms of brain plasticity, physical activity could improve the integrity of brain white matter, increase hippocampal volume, enhance brain activation and brain network connectivity.Conclusion Physical activity is a simple and effective form of exercise. It can improve not only attention, memory, executive function and other cognitive functions, but also brain structure and brain function in overweight children. The mechanism of cognition, the interaction between physical activity and other factors, and the dose-relationship between physical activity and cognitive benefits still need to be explored in the future.
8.Insulin-like growth factor-1 alleviates hepatocyte senescence by regulating intranuclear p53-progerin pathway
Xiaoke JIANG ; Jun LI ; Yangqiu BAI ; Hui DING ; Zhiyu YANG ; Suofeng SUN ; Yuan LIANG ; Cong PENG ; Shuangyin HAN ; Xiuling LI ; Xiaoying LUO ; Bingyong ZHANG
Chinese Journal of Hepatology 2021;29(3):271-274
To construct cellular senescence model by stimulating primary hepatocytes with hydrogen peroxide (H 2O 2). Primary hepatocytes were transfected with p53 siRNA, progerin siRNA or IGF-1 adenovirus vector. The number of SA-β-Gal stained positive cells and the expression of p53 and progerin were detected. The results showed that p53 siRNA and progerin siRNA had knocked-down the expression of p53 and progerin, and had alleviated the hepatocyte senescence. Transfection of insulin-like growth factor (IGF)-1 adenovirus vector into primary hepatocytes had overexpressed IGF-1, and had alleviated the number of SA-β-Gal-positive cells. The expression of p53 and progerin was down-regulated in the nucleus, while the expression of p53 was up-regulated in the cytoplasm. The co-precipitation and co-localization of p53 and progerin was decreased in the nuclear region of hepatocytes. IGF-1 overexpression can inhibit intranuclear p53 translocation, alleviate the interaction between p53-progerin, and alleviate hepatocyte senescence.
9.A multicenter research on validation and improvement of the intelligent verification criteria for routine urinalysis
Li WANG ; Xiaoke HAO ; Dagan YANG ; Li JIANG ; Chengming SUN ; Weifeng SHI ; Yong WU ; Wei WU ; Jiayun LIU ; Weiyi XU ; Juan ZHANG ; Liping YANG ; Lijuan JIANG ; Jinling YUAN ; Jing JIN ; Gangqiang WANG ; Qian YU ; Zhigang XIONG ; Chenyu WANG ; Shuna JIANG ; Jinfeng LIAO ; Bei HE ; Wei CUI
Chinese Journal of Laboratory Medicine 2020;43(8):794-801
Objective:A multi-center and large sample volume study was conducted on the verification and improvement of the early established criteria for intelligent routine urinalysis validation (including the microscopic review rules and manual validation rules, referred to as intelligent criteria for short), in order to improve the clinical application of this intelligent criteria.Methods:A total of 31 456 urine specimens were collected from the inpatients and outpatients in six hospitals in China, from March to September 2019. Firstly, 3105 specimens were analyzed for preliminary verification and improvement of the intelligent criteria based on the results of the microscopic examination and manual validation. Secondly, 28 351 specimens were used to verify the clinical application of the improved intelligent criteria. All samples were manually validated as reference.Results:The approval inconsistency rate of the manual validation rules in the original intelligent criteria was 8.59% (202/2 352), and the interception inconsistency rate was 8.84% (208/2 352). The false negative rate and the microscopic review rate of the microscopic review rules were similar to the previous results. Based on an in-depth analysis of big data and the discussions by senior technicians from eight hospitals, one microscopic review rules and four manual validation rules were added, meanwhile two manual validation rule was deleted. The manual validation standards were unified. Finally, the intelligent criteria was improved. Based on the improved intelligent criteria, for microscopic review rules, the false positive rate, false negative rate (misdiagnosis rate), and microscopic review rate did not change significantly, which were 14.72% (457/3 105), 4.06% (126/3 105), and 24.73% (768/3 105), respectively. The approval inconsistency rate and the interception inconsistency rate of manual validation rules were both reduced to 0; the total manual validation rate of the intelligent criteria was 50.89% (1 580/3 105), and the auto-validation rate was 49.11% (1 525/3 105). The large sample volume verification results were consistent with the preliminary verification results of the improved intelligent criteria.Conclusion:This multi-center and large sample volume study had shown that the improved intelligent criteria had better clinical performance.
10. Effect of insulin-like growth factor 1 on hepatocyte senescence in carbon tetrachloride-induced liver fibrosis rats
Xiaoke JIANG ; Jun LI ; Yangqiu BAI ; Hui DING ; Zhiyu YANG ; Suofeng SUN ; Shuangyin HAN ; Xiuling LI ; Xiaoying LUO ; Bingyong ZHANG
Chinese Journal of Digestion 2019;39(12):855-861
Objective:
To investigate the development of hepatocyte senescence during liver fibrogenesis and to explore the effect and possible mechanism of insulin-like growth factor 1 (IGF-1) on hepatocyte senescence and liver fibrosis.
Methods:
A total of 42 male Sprague Dawley (SD) rats were selected. Eighteen rats were induced by carbon tetrachloride (CCl4) to establish the rat model of liver fibrosis. On the day 0, six and 28 after the establishment of the model, six rats were executed respectively to analyze the liver fibrosis and hepatocyte senescence in CCl4-induced liver fibrosis rat models. Twenty-four rats were divided into control group, CCl4 group, CCl4+ lentivirus vector (LV-CTR) group and CCl4+ LV-IGF-1 group, with six rats in each group.The rats were sacrificed on the 28th day after the establishment of the model. The liver tissues were obtained and the inferior vena cava blood was collected to analyze the effect of IGF-1 overexpression on liver fibrosis and hepatocyte senescence. Analysis variance (ANOVA), least significant difference (LSD) and Dunnett


Result Analysis
Print
Save
E-mail