1.The application progress of artificial intelligence technology in the diagnosis and treatment of developmental dysplasia of the hip
Zongwang SHEN ; Shijie LIAO ; Xiaofei DING ; Xiudong LI ; Jinmin ZHAO
Chinese Journal of Orthopaedics 2024;44(5):329-335
Developmental dysplasia of the hip (DDH) is a developmental disease with abnormal position and morphology of the acetabulum and femoral head. DDH ranges from mild dysplasia to complete dislocation, including simple acetabular dysplasia, subluxation, and total dislocation. DDH is one of the most common hip diseases in children, and its onset begins in infancy. The anatomical structure of the hip joint is complex, and there are some practical problems in the large -scale clinical diagnosis and screening work, such as heavy workload, high misdiagnosis rate and missed diagnosis rate, and a long learning period of surgery. Artificial intelligence (AI) is an emerging technology science used to research and develop theories, methods, technologies and application systems that can simulate human intelligence. The main goal is to enable machines to complete complex tasks that require human intelligence. At present, artificial intelligence is mainly used in the diagnosis and treatment of DDH. Artificial intelligence combined with X-ray or ultrasound is used to diagnose and screen DDH, which avoids subjectivity to a certain extent and improves the accuracy of diagnosis and screening. In the preoperative planning of periacetabular osteotomy and total hip arthroplasty, it can more accurately track the position of the bone block and design the size of the prosthesis, which makes the surgical planning more accurate to a certain extent. Artificial intelligence technologies such as 3D navigation system, surgical robot and robotic arm are helpful to improve the accuracy and safety of surgery. Artificial intelligence has the characteristics of simplicity, speed, high repeatability and deep learning ability, which to a certain extent saves manpower, material resources and time costs for DDH diagnosis and treatment, facilitates medical workers to share DDH diagnosis and treatment experience and reduces the burden of patients, families, society and the country. The application of artificial intelligence in DDH diagnosis and treatment is becoming more and more extensive, but at present, artificial intelligence in DDH screening is still in its preliminary stage. There are few reports on artificial intelligence technology in DDH hip preservation treatment and other surgical methods, and there is insufficient research on artificial intelligence in DDH conservative treatment, postoperative complications and prognosis prediction. It is worth exploring new ideas by researchers. At present, the application of artificial intelligence in DDH still has certain limitations, including problems such as difficult to control the quality of image data, difficult to develop and promote technology, and lack of laws and regulations. Based on the literature database and relevant data sharing network, this paper reviews the application of artificial intelligence in the diagnosis and treatment of DDH at home and abroad in recent years, summarizes the current application status of artificial intelligence in the diagnosis and treatment of DDH, and provides new ideas for the future application of artificial intelligence in the diagnosis and treatment of DDH.
2. Distinct Effects of Social Stress on Working Memory in Obsessive-Compulsive Disorder
Qianqian LI ; Jun YAN ; Jinmin LIAO ; Xiao ZHANG ; Lijun LIU ; Xiaoyu FU ; Dai ZHANG ; Hao YAN ; Qianqian LI ; Jun YAN ; Jinmin LIAO ; Xiao ZHANG ; Lijun LIU ; Xiaoyu FU ; Dai ZHANG ; Hao YAN ; Dai ZHANG ; Dai ZHANG ; Hao Yang TAN ; Hao Yang TAN
Neuroscience Bulletin 2021;37(1):81-93
Stress might exaggerate the compulsion and impair the working memory of patients with obsessive-compulsive disorder (OCD). This study evaluated the effect of stress on the cognitive neural processing of working memory in OCD and its clinical significance using a “number calculation working memory” task. Thirty-eight patients and 55 gender- and education-matched healthy controls were examined. Stress impaired the performance of the manipulation task in patients. Healthy controls showed less engagement of the medial prefrontal cortex and striatum during the task under stress versus less stress, which was absent in the patients with OCD. The diagnosis × stress interaction effect was significant in the right fusiform, supplementary motor area, precentral cortex and caudate. The failure of suppression of the medial prefrontal cortex and striatum and stress-related hyperactivation in the right fusiform, supplementary motor area, precentral cortex, and caudate might be an OCD-related psychopathological and neural response to stress.
3.Application of new modified paracalculous uteteral catheter in ureteroscopic holmium laser lithotripsy
Youji YAN ; Jiajie ZHOU ; Guanghua YANG ; Zhongjun CHEN ; Jinmin ZENG ; Yixiang LIAO ; Qi SUN ; Tao YANG
International Journal of Surgery 2018;45(9):600-602
Objeetive To explore the clinical application value of new modified paracalculous ureteral catheter in ureteroscopic holmium laser lithotripsy for the treatment of large middle and lower ureteral stone.Methods From January 2014 to January 2017,86 patients with unilateral middle and lower ureteral large stone were treated in Jingzhou Central Hospital.By adopted to random digital table,86 patients were randomly separated into two groups,all of whom were treated with ureteroscopic holmium laser lithotripsy.Forty-three cases were underwent new modified laser lithotripsy with ureteral catheter inserted beneath the stone.Normal saline was injected continuously through the catheter during lithotripsy procedure (modified lithotripsy group).Forty-three cases were underwent direct ureteroscopic holmium laser lithotripsy (direct lithotripsy group).The outcome data were compared between the two groups,such as the operation time,stone clearance rate,ureteral perforation,transit to open surgery,postoperative urinary sepsis,perirenal hematoma,ureterostenosis and other complications.Measurement data were expressed as ((x) ± s),and t test was used for comparison between groups.Results All the patients in the modified lithotripsy group were completed successfully without ureteral perforation,rupture,loss of lithotripsy channel,transit to open surgery,perirenal hematoma,and urinary sepsis and so on.In the direct lithotripsy group,there were 5 cases of ureteral perforation,4 cases of lithotripsy channel loss,6 cases of transit to open surgery,2 cases of perirenal hematoma,1 case of urinary sepsis.The operation time of the two groups was (39.5 ± 7.2) min and (47.2 ± 11.6) min,respectively,t =-4.975,P =0.001.Stone clearance rate was 100%,91.1%.The patients in both groups received an average of 1 year out-patient follow-up.There were 3 cases of mild ureterostenosis in the modified lithotripsy group,which were not re-operated.In the direct lithotripsy group,there were 5 cases of mild ureterostenosis,and 2 cases of severe ureterostenosis,which were re-operated.Conclusion It is safe and effective to use the new modified paracalculous uteteral catheter in the ureteroscopic holmium laser lithotripsy of large middle and lower ureteral stone,which can shorten the total operation time and reduce the occurrence of complications.It has a higher clinical value.
4.Cognitive functions in patients with depressive disorder,hyperlipidemia disorder, and comorbid both of the disorders
Yuqing SONG ; Hongguang CHEN ; Jinmin LIAO ; Han ZHANG ; Manman CHEN ; Xilin WANG
Chinese Mental Health Journal 2018;32(2):112-117
Objective:To compare the cognitive functions in patients with depressive disorder,hyperlipidemia disorder,and comorbid both of the disorders.Methods:A cross-sectional study was performed in age,gender and education year matched patients with depressive disorder (n =51)(according to the ICD-10),hypedipidemia(n =38) (according to the Chinese adult lipid guideline),comorbid both of the disorders(n =40) and normal controls (n =56) were recruited in this study.All subjects received a battery of neuropsychological tests to access the anxiety and depression symptoms and cognitive function.Results:The scores of MoCA were lower in the patients with comorbid both disorders and patients with depression than patients with hypedipidemia [(24 ± 3),(24 ± 4)vs.(26 ± 3),Ps <0.05],and were lower in patients with depression than in normal controls(25 ±3),P <0.05.Stroop color test amends numbers were higher in patients with comorbid disorder than in the other three groups (Ps <0.05).The scores of immediate and delayed logical memory were higher in patients with hyperlipidemia than in other three groups (Ps <0.05).The total number of words in verbal fluency test were lower in patients with comorbid disorders and patients with depression than in patients with hyperlipidemia (Ps <0.05).Wisconsin card sorting test category completes were lower in patients with comorbid disorders and patients with depression than in patients with hyperlipidemia and normal controls (Ps < 0.05).The scores of persistent errors were higher in patients with comorbid disorders and patients with depression than in patients with hyperlipidemia and normal controls (Ps <0.05).Conclusion:In this study,patients with depressive disorder have impairment of cognitive function,while hyperlipidemia may probably do not impair cognitive function.
5.Progressive Grey Matter Volume Changes in Patients with Schizophrenia over 6 Weeks of Antipsychotic Treatment and Their Relationship to Clinical Improvement.
Xiao ZHANG ; Yuyanan ZHANG ; Jinmin LIAO ; Sisi JIANG ; Jun YAN ; Weihua YUE ; Dai ZHANG ; Hao YAN
Neuroscience Bulletin 2018;34(5):816-826
Cross-sectional and longitudinal studies have identified widespread and progressive grey matter volume (GMV) reductions in schizophrenia, especially in the frontal lobe. In this study, we found a progressive GMV decrease in the rostral medial frontal cortex (rMFC, including the anterior cingulate cortex) in the patient group during a 6-week follow-up of 40 patients with schizophrenia and 31 healthy controls well-matched for age, gender, and education. The higher baseline GMV in the rMFC predicted better improvement in the positive score on the Positive and Negative Syndrome Scale (PANSS), and this might be related to the improved reality-monitoring. Besides, a higher baseline GMV in the posterior rMFC predicted better remission of general symptoms, and a lesser GMV reduction in this region was correlated with better remission of negative symptoms, probably associated with ameliorated self-referential processing and social cognition. Besides, a shorter disease course and higher educational level contributed to better improvement in the general psychopathological PANSS score, and a family history was negatively associated with improvement of the negative and total PANSS scores. These phenomena might be important for understanding the neuropathological mechanisms underlying the symptoms of schizophrenia and for making clinical decisions.
Adult
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Antipsychotic Agents
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therapeutic use
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Female
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Frontal Lobe
;
diagnostic imaging
;
drug effects
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pathology
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Genetic Predisposition to Disease
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Gray Matter
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diagnostic imaging
;
drug effects
;
pathology
;
Humans
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Image Processing, Computer-Assisted
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Longitudinal Studies
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Magnetic Resonance Imaging
;
Male
;
Organ Size
;
Psychiatric Status Rating Scales
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Regression Analysis
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Schizophrenia
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diagnostic imaging
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drug therapy
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genetics
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pathology
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Time Factors
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Treatment Outcome
6.ZNF804A Variation May Affect Hippocampal-Prefrontal Resting-State Functional Connectivity in Schizophrenic and Healthy Individuals.
Yuyanan ZHANG ; Hao YAN ; Jinmin LIAO ; Hao YU ; Sisi JIANG ; Qi LIU ; Dai ZHANG ; Weihua YUE
Neuroscience Bulletin 2018;34(3):507-516
The ZNF804A variant rs1344706 has consistently been associated with schizophrenia and plays a role in hippocampal-prefrontal functional connectivity during working memory. Whether the effect exists in the resting state and in patients with schizophrenia remains unclear. In this study, we investigated the ZNF804A polymorphism at rs1344706 in 92 schizophrenic patients and 99 healthy controls of Han Chinese descent, and used resting-state functional magnetic resonance imaging to explore the functional connectivity in the participants. We found a significant main effect of genotype on the resting-state functional connectivity (RSFC) between the hippocampus and the dorsolateral prefrontal cortex (DLPFC) in both schizophrenic patients and healthy controls. The homozygous ZNF804A rs1344706 genotype (AA) conferred a high risk of schizophrenia, and also exhibited significantly decreased resting functional coupling between the left hippocampus and right DLPFC (F(2,165) = 13.43, P < 0.001). The RSFC strength was also correlated with cognitive performance and the severity of psychosis in schizophrenia. The current findings identified the neural impact of the ZNF804A rs1344706 on hippocampal-prefrontal RSFC associated with schizophrenia.
Adult
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Analysis of Variance
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Female
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Functional Laterality
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genetics
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Genotype
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Hippocampus
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diagnostic imaging
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Humans
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Image Processing, Computer-Assisted
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Kruppel-Like Transcription Factors
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genetics
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Magnetic Resonance Imaging
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Male
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Neural Pathways
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diagnostic imaging
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Neuropsychological Tests
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Oxygen
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blood
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Polymorphism, Single Nucleotide
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genetics
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Prefrontal Cortex
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diagnostic imaging
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Psychiatric Status Rating Scales
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Schizophrenia
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diagnostic imaging
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genetics
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physiopathology
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Severity of Illness Index
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Young Adult
7.Dysconnectivity of multiple resting-state networks in patients with schizophrenia with auditory verbal hallucinations
Jinmin LIAO ; Qi LIU ; Sisi JIANG ; Xiao ZHANG ; Zheng DONG ; Liwei CAI ; Jun YAN ; Dai ZHANG ; Hao YAN
Chinese Mental Health Journal 2017;31(5):337-344
Objective:To explore the traits of functional connectivity of resting-state networks in patients of schizophrenia with auditory verbal hallucinations (AVH) by using independent component analysis (ICA).Methods:All patients were met the Diagnostic and Statistical Mannal of Mental Disorders,Fourth Edition,Text Revision (DSM-IV-TR) diagnostic criteria for schizophrenia.Thirty schizophrenia patients with frequent AVH (AVH),24 schizophrenia patients without AVH (non-AVH) and 60 healthy controls (HC) matching with age and gender were analyzed by resting functional magnetic resonance imaging.The AVH were assessed by using Hoffman auditory hallucination scale.By using ICA,auditory network (AUN),language network (LAN),salience network (SAN),right front-parietal network (RFP) and default mode network (DMN) were selected as interesting networks for further analyses.Covariance analysis was used to compare the activity and functional connectivity of multiple resting state networks between three groups,and correlation analysis was used to evaluate the relations between abnormalities of brain and the severity of hallucination.Results:Compared to non-AVH,AVH group showed increased activity in left superior temporal gyrus (STG) and left postcentral gyrus (LPG) in the AUN,and showed decreased activity in right anterior cingulate cortex (ACC) in the SAN (P < 0.05,FDR corrected).The severity of AVH group was associated with activity of the left STG (r =0.43,P <0.05) and the right ACC (r =-0.48,P <0.01).Furthermore,compared to non-AVH group,there were decreased connectivity between LAN and AUN [(-0.29 ±0.21) vs.(-0.16 ± 0.17),P < 0.05,uncorrected],decreased connectivity between SAN and LAN [(-0.09 ± 0.22) vs.(-0.06 ± 0.18),P < 0.05,uncorrected],increased connectivity between SAN and AUN [(0.30 ± 0.18) vs.(0.15 ± 0.24),P < 0.05,uncorrected] in AVH group.Conclusion:There may be aberrant functional connectivities of AUN,LAN and SAN in schizophrenia patients with frequent AVH,and the occurrence of AVH seems to be related to brain areas involved in language production,speech perception and self-monitoring.
8.Study regional homogeneity and low frequency amplitude of brain resting state functional magnetic resonance imaging in patients with depression
Bing ZHAO ; Xilin WANG ; Manman CHEN ; Ying LIU ; Han ZHANG ; Jinmin LIAO ; Yue GAO
Chinese Journal of Behavioral Medicine and Brain Science 2016;25(11):986-991
Objective To explore the abnormally functional brain regions of female patients with depression by resting state functional magnetic resonance imaging (fMRI),and analyze the correlation with the severity of depressive symptoms.Methods 32 female patients diagnosed with depressive disorder and 40 matched healthy controls completed resting state fMRI scans.The whole brain's regional homogeneity (ReHo) and amplitude of low-frequency fluctuation(ALFF) were calculated,and the correlation analysis be tween ReHo and ALFF of brain regions with significant difference and the severity of depressive symptoms was conducted.Results Compared with control group,the left precuneus/left cuneus (MNI:-18,-81,45),bilateral precentral gyrus (MNI:-58,-5,35 and 57,-6,33),left inferior parietal lobule (MNI:-42,-36,45) and right inferior temporal gyrus(MN1:60,-45,-18) (P<0.05,corrected by AlphaSim)in the case group showed significantly decreased ReHo,with statistical significance.Compared with control group,the left cuneus(MNI:-3,-87,30),right inferior temporal gyrus(MNI:60,-48,-18) and left precentral gyrus(MNI:-63,-3,26) (P<0.05,corrected by AlphasSim)in the case group showed significantly decreased ALFF.The ReHo in the right inferior temporal gyrus was negative correlated with the HAMD-17 total score and retarda tion factor(r=-0.484,P=0.017;r=-0.408,P=0.048),the ALFF in the right inferior temporal gyrus was positively correlated with weight factor(r=0.574,P=0.003),and negative correlated with the number of depressive episodes(r=-0.416,P=0.043).Conclusion Female with depression in resting state have several abnormally functional brain regions and the extent of damage is correlated with the severity of depressive symptoms.Combination of the two parameters may yield a more comprehensive pathophy-siological mechanism for depressive disorder.
9.Stimulating Effect of a Novel Synthesized Sulfonamido-Based Gallate ZXHA-TC on Primary Osteoblasts.
Pan JIN ; Liang LIAO ; Xiao LIN ; Qinggong GUO ; Cuiwu LIN ; Huayu WU ; Li ZHENG ; Jinmin ZHAO
Yonsei Medical Journal 2015;56(3):760-771
PURPOSE: This study is intended to investigate the effects of plants or plant-derived antioxidants on prevention of osteoporosis through the maintenance of reactive oxygen species (ROS) at a favorable level. MATERIALS AND METHODS: In this study, a novel antioxidant, namely 3,4,5-Trihydroxy-N-[4-(5-hydroxy-6-methoxy-pyrimidin-4-ylsulfamoyl)-phenyl]-benzamide (ZXHA-TC) was synthesized from gallic acid and sulfadimoxine. Its effect on osteoblast metabolism was investigated via the detection of cell proliferation, cell viability, production of ROS, and expression of osteogenic-specific genes including runt-related transcription factor 2 (RUNX2), bone sialoprotein (BSP), osteocalcin (OCN), alpha-1 type I collagen (COL1A1), and osteogenic-related proteins after treatment for 2, 4, and 6 days respectively. RESULTS: The results showed that ZXHA-TC has a stimulating effect on the proliferation and osteogenic differentiation of primary osteoblasts by promoting cell proliferation, cell viability, and the expression of genes BSP and OCN. Productions of bone matrix and mineralization were also increased by ZXHA-TC treatment as a result of up-regulation of COL1A1 and alkaline phosphatase (ALP) at the early stage and down-regulation of both genes subsequently. A range of 6.25x10(-3) microg/mL to 6.25x10(-1) microg/mL is the recommended dose for ZXHA-TC, within which 6.25x10(-2) microg/mL showed the best performance. CONCLUSION: This study may hold promise for the development of a novel agent for the treatment of osteoporosis.
Alkaline Phosphatase/metabolism
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Bone Morphogenetic Proteins/pharmacology
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Cell Differentiation/*drug effects
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Cell Proliferation/*drug effects
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Collagen Type I/genetics
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Core Binding Factor Alpha 1 Subunit
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Down-Regulation
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Gallic Acid
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Osteoblasts/*drug effects
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Osteocalcin/metabolism
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Osteogenesis/drug effects
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Osteoporosis/*prevention & control
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Reactive Oxygen Species
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Up-Regulation
10.The controlled study on psychosocial factors for post-stroke depression
Lan KANG ; Xilin WANG ; Cui LIU ; Jinmin LIAO ; Chengbing HUANG ; Yueqin HUANG ; Lijun SUN ; Zhaoxia GU
Chinese Journal of Nervous and Mental Diseases 2014;(6):357-361
Objective To investigate psychosocial factors for post-stroke depression (PSD). Methods 405 in-pa-tients with stroke were first screened for depression using Comprehensive International Diagnostic Interview-3.0. 22 pa-tients with depression were recruited as the depression group. From 383 patients without depression, 44 patients were se-lected and served as the non depression controlled group according to the sex and age paired with 1:2. Both groups were measured by using questionnaires including Life Event Scale, Simplified Coping Style Questionnaire, Social Support Rat-ing Scale, Activities of Daily Living Scale and Quality of Life Enjoyment and Satisfaction Questionnaire, Short Form. Re-sults The score of passive coping was significantly higher in depression group than in non depression group [(1.2 ± 0.5) vs. (0.8±0.7), P<0.05]. The score of subjective support was significantly lower in depression group than in non depression group [(17.5±4.0) vs. (20.7±4.6), P<0.05]. Logistic regression analysis showed, minority nationality (OR=2.564, 95%CI:1.039~6.327) and passive coping style (OR=2.223, 95%CI:1.052~5.192) were risk factors for PSD, while subjective sup-port was protective factor for PSD (OR=0.884, 95%CI:0.793~0.986). Conclusions Passive coping style and low subjec-tive support may be the important psychosocial factors of PSD.

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