1.Graph Neural Networks and Multimodal DTI Features for Schizophrenia Classification: Insights from Brain Network Analysis and Gene Expression.
Jingjing GAO ; Heping TANG ; Zhengning WANG ; Yanling LI ; Na LUO ; Ming SONG ; Sangma XIE ; Weiyang SHI ; Hao YAN ; Lin LU ; Jun YAN ; Peng LI ; Yuqing SONG ; Jun CHEN ; Yunchun CHEN ; Huaning WANG ; Wenming LIU ; Zhigang LI ; Hua GUO ; Ping WAN ; Luxian LV ; Yongfeng YANG ; Huiling WANG ; Hongxing ZHANG ; Huawang WU ; Yuping NING ; Dai ZHANG ; Tianzi JIANG
Neuroscience Bulletin 2025;41(6):933-950
Schizophrenia (SZ) stands as a severe psychiatric disorder. This study applied diffusion tensor imaging (DTI) data in conjunction with graph neural networks to distinguish SZ patients from normal controls (NCs) and showcases the superior performance of a graph neural network integrating combined fractional anisotropy and fiber number brain network features, achieving an accuracy of 73.79% in distinguishing SZ patients from NCs. Beyond mere discrimination, our study delved deeper into the advantages of utilizing white matter brain network features for identifying SZ patients through interpretable model analysis and gene expression analysis. These analyses uncovered intricate interrelationships between brain imaging markers and genetic biomarkers, providing novel insights into the neuropathological basis of SZ. In summary, our findings underscore the potential of graph neural networks applied to multimodal DTI data for enhancing SZ detection through an integrated analysis of neuroimaging and genetic features.
Humans
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Schizophrenia/pathology*
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Diffusion Tensor Imaging/methods*
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Male
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Female
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Adult
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Brain/metabolism*
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Young Adult
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Middle Aged
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White Matter/pathology*
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Gene Expression
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Nerve Net/diagnostic imaging*
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Graph Neural Networks
2.Expert consensus on the diagnosis and treatment of osteoporotic proximal humeral fracture with integrated traditional Chinese and Western medicine (version 2024)
Xiao CHEN ; Hao ZHANG ; Man WANG ; Guangchao WANG ; Jin CUI ; Wencai ZHANG ; Fengjin ZHOU ; Qiang YANG ; Guohui LIU ; Zhongmin SHI ; Lili YANG ; Zhiwei WANG ; Guixin SUN ; Biao CHENG ; Ming CAI ; Haodong LIN ; Hongxing SHEN ; Hao SHEN ; Yunfei ZHANG ; Fuxin WEI ; Feng NIU ; Chao FANG ; Huiwen CHEN ; Shaojun SONG ; Yong WANG ; Jun LIN ; Yuhai MA ; Wei CHEN ; Nan CHEN ; Zhiyong HOU ; Xin WANG ; Aiyuan WANG ; Zhen GENG ; Kainan LI ; Dongliang WANG ; Fanfu FANG ; Jiacan SU
Chinese Journal of Trauma 2024;40(3):193-205
Osteoporotic proximal humeral fracture (OPHF) is one of the common osteoporotic fractures in the aged, with an incidence only lower than vertebral compression fracture, hip fracture, and distal radius fracture. OPHF, secondary to osteoporosis and characterized by poor bone quality, comminuted fracture pattern, slow healing, and severely impaired shoulder joint function, poses a big challenge to the current clinical diagnosis and treatment. In the field of diagnosis, treatment, and rehabilitation of OPHF, traditional Chinese and Western medicine have accumulated rich experience and evidence from evidence-based medicine and achieved favorable outcomes. However, there is still a lack of guidance from a relevant consensus as to how to integrate the advantages of the two medical systems and achieve the integrated diagnosis and treatment. To promote the diagnosis and treatment of OPHF with integrated traditional Chinese and Western medicine, relevant experts from Orthopedic Expert Committee of Geriatric Branch of Chinese Association of Gerontology and Geriatrics, Youth Osteoporosis Group of Orthopedic Branch of Chinese Medical Association, Osteoporosis Group of Orthopedic Surgeon Branch of Chinese Medical Doctor Association, and Osteoporosis Committee of Shanghai Association of Integrated Traditional Chinese and Western Medicine have been organized to formulate Expert consensus on the diagnosis and treatment of osteoporotic proximal humeral fracture with integrated traditional Chinese and Western medicine ( version 2024) by searching related literatures and based on the evidences from evidence-based medicine. This consensus consists of 13 recommendations about the diagnosis, treatment and rehabilitation of OPHF with integrated traditional Chinese medicine and Western medicine, aimed at standardizing, systematizing, and personalizing the diagnosis and treatment of OPHF with integrated traditional Chinse and Western medicine to improve the patients ′ function.
3.Mental health disparities in people living with human immunodeficiency virus: A cross-sectional study on physician-patient concordance and treatment regimens
Jinchuan SHI ; Zhongdong ZHANG ; Junyan ZHANG ; Yishu ZHANG ; Jiating QIU ; Fang LIU ; Daoyuan SONG ; Yanfang MA ; Lianmei ZHONG ; Hongxing WANG ; Xiaolei LIU
Chinese Medical Journal 2024;137(18):2223-2232
Background::Human immunodeficiency virus (HIV)/acquired immunodeficiency syndrome (AIDS) can profoundly affect the mental health of the people living with HIV (PLWH), with higher rates of anxiety, depression, and sleep disturbances. The disparities in neuropsychological problems evaluated by physicians and self-assessed by patients are still unknown.Methods::A total of 5000 PLWH and 500 physicians from 167 hospitals were enrolled in this cross-sectional study from September 2022 to February 2023. 4-Item Patient Health Questionnaire (PHQ-4) was used for the evaluation of depressive issues and anxiety issues by PLWH. Each physician assessed 10 PLWH under their care for the presence of depressive or anxiety issues. The primary outcomes of this study are the concordance rates on the depressive issues and anxiety issues evaluation between physicians and PLWH. The Cohen’s kappa test was used to assess the agreement between physicians and PLWH.Results::The concordance rate for the evaluation of depressive issues is 73.84% (95% confidence interval [CI]: 72.60-75.04%), and it is significantly different from the expected rate of 80% ( P <0.001). Similarly, the concordance rate for the evaluation of anxiety issues is 71.74% (95% CI: 70.47-72.97%), which is significantly different from the expected rate of 80% as per the null hypothesis ( P <0.001). The overestimation rate by physicians on depressive issues is 12.20% (95% CI: 11.32-13.14%), and for anxiety issues is 12.76% (95% CI: 11.86-13.71%). The mismatch rate for depressive issues is 26.16% (95% CI: 24.96-27.40%), and for anxiety issues is 28.26% (95% CI: 27.02-29.53%). The underestimation rate by physicians on depressive issues is 13.96% (95% CI: 13.03-14.95%), and for anxiety issues is 15.50% (95% CI: 14.52-16.53%). For the treatment regiments, PLWH sustained on innovative treatment regimen (IR) related to a lower prevalence of depressive issues (odds ratio [OR] = 0.71, 95% CI: 0.59-0.87, P = 0.003) and a lower prevalence of anxiety issues (OR = 0.63, 95% CI: 0.52-0.76, P <0.001). PLWH switch from conventional treatment regimen (CR) to IR also related to a lower prevalence of depressive issues (OR = 0.79, 95% CI: 0.64-0.98) and a lower prevalence of anxiety issues (OR = 0.81, 95% CI: 0.67-0.99). Conclusion::Nearly one in three PLWH had their condition misjudged by their physicians. The findings underscore the need for improved communication and standardized assessment protocols in the care of PLWH, especially during the acute phase of HIV infection.
4.Comparison of accumulation and continuation methods in indoor radon measurement
Shanshan KOU ; Changsong HOU ; Yanchao SONG ; Haoran SUN ; Hongxing CUI ; Bing SHANG ; Yunyun WU
Chinese Journal of Radiological Health 2024;33(6):638-641
Objective To compare the results of accumulation and continuation methods in indoor radon measurement. Methods The radon concentrations in 30 households in 7 provincial capital cities of China were simultaneously measured using both accumulation and continuation methods. Results The radon concentration measured by accumulation method in 30 households ranged from 21 to 323 Bq/m3, with a median M(P25, P75) of 70.5 (43.8, 111). The radon concentration measured by the continuation method ranged from 16.1 to 258 Bq/m³, with a median M(P25, P75) of 100 (51.3, 141). The average relative percent deviation between the two measurement methods was 41.8%. There were significant differences among the measurement results at 8, 16, and 24 h by the continuation method. Pairwise comparisons showed there were statistical diffferences between 8 h and 16 h, as well as between 8 h and 24h; however, no statistical significance was found (P < 0.05), between 16 h and 24 h. Conclusion The overall continuous measurement results of the 30 households were higher than those of cumulation method. The comparison between accumulation and continuation measurement results did not show a high level of correlation (r=0.49). The continuation method is significantly affected by environmental factors, and the length of the measurement period can affect the measurement results. The selection of indoor radon measurement methods should consider the purpose, sample size, and environmental conditions.
5.Indoor Radon Survey in 31 Provincial Capital Cities and Estimation of Lung Cancer Risk in Urban Areas of China.
Xiaoxiang MIAO ; Yinping SU ; Changsong HOU ; Yanchao SONG ; Bowei DING ; Hongxing CUI ; Yunyun WU ; Quanfu SUN
Biomedical and Environmental Sciences 2024;37(11):1294-1302
OBJECTIVE:
We aimed to analyze the current indoor radon level and estimate the population risk of radon-induced lung cancer in urban areas of China.
METHODS:
Using the passive monitoring method, a new survey on indoor radon concentrations was conducted in 2,875 dwellings across 31 provincial capital cities in Chinese mainland from 2018 to 2023. The attributable risk of lung cancer induced by indoor radon exposure was estimated based on the risk assessment model.
RESULTS:
The arithmetic mean (AM) and geometric mean (GM) of indoor radon concentrations were 65 Bq/m³ and 55 Bq/m³, respectively, with 13.6% of measured dwellings exceeding 100 Bq/m³ and 0.6% exceeding 300 Bq/m³. The estimated number of lung cancer deaths induced by indoor radon exposure was 150,795, accounting for 20.30% (95% CI: 20.21%-20.49%) of the lung cancer death toll.
CONCLUSION
This study provided the most recent data on national indoor radon levels in urban areas and the attributable risk of lung cancer. These results served as an important foundation for further research on the disease burden of indoor radon exposure and radon mitigation efforts.
Radon/analysis*
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China/epidemiology*
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Air Pollution, Indoor/analysis*
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Lung Neoplasms/etiology*
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Humans
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Cities/epidemiology*
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Air Pollutants, Radioactive/adverse effects*
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Neoplasms, Radiation-Induced/etiology*
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Risk Assessment
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Radiation Monitoring
6.Indoor radon concentration and its changing trend in northeastern China
Yunyun WU ; Yanchao SONG ; Qingzhao ZHANG ; Bing SHANG ; Hongxing CUI ; Changsong HOU
Chinese Journal of Radiological Health 2023;32(2):115-118
Objective To investigate the indoor radon concentration and its changing trend in northeastern China. Methods We measured indoor radon levels cumulatively for over three months by solid state nuclear track detection in a total of 261 houses in multi-story or high-rise buildings in Shenyang, Changchun, Harbin, Heihe, and Yichun in northeastern China. The measurement lasted one year in Changchun for seasonal changes. Results The average indoor radon concentration in the five cities was 88 Bq/m3, ranging from 12 to 558 Bq/m3. The indoor radon concentrations were ≤ 100 Bq/m3 in 75.1% of the houses, and ≤ 300 Bq/m3 in 97.7% of the houses. The indoor radon concentration increased with the age of buildings. The indoor radon concentration was highest in winter, and it was higher in summer than in autumn and spring. Conclusion The indoor radon concentration in northeastern China increased compared with the data of 1980s and 1990s. It is highest in the winter heating season, and higher in summer than in spring and autumn. Indoor radon exposure deserves attention.
7.Effect of combined atorvastatin and ezetimibe pretreatment on perioperative hs-CRP after elective PCI
Jie ZHANG ; Ying ZHANG ; Hongxing SONG ; Ran HE ; Heli GUO ; Yiqiang YUAN ; Huailin LIU
Chinese Journal of Geriatric Heart Brain and Vessel Diseases 2018;20(3):260-262
Objective To study the effect of combined atorvastatin and ezetimibe pretreatment on perioperative hs-CRP after elective PCI.Methods One hundred and fifty-six patients with typical chronic stable angina pectoris were randomly divided into atorvastatin treatment group (n=78) and combined atorvastatin and ezetimibe treatment group (n=78).Their serum hs-CRP,TC and LDL-C level was measured before PCI,at hours 8,24,48 and on day 7 after PCI.Results In comparision with pre-operation,the serum TC and LDL-C levels were significantly lower in two groups (P<0.01) and in combined atorvastatin and ezetimibe treatment group than in atorvastatin treatment group on day 7 after PCI (P<0.05).The serum hs-CRP level was significantly higher in two groups at 8 h after PCI than before PCI,reached its peak at 24 h after PCI,continued to increase at 48 h after PCI (P<0.01),no significant difference was found between the two groups on day 7 after PCI (P>0.05).The average serum hs-CRP level was lower in combined atorvastatin and ezetimibe treatment group than in atorvastatin treatment group at hours 8,24 and 48 after PCI (P<0.05) with no significant change found between the two groups on day 7 after PCI (P>0.05).Conclusion The effect of combined atorvastatin and ezetimibe pretreatment is better than that of atorvastatin alone on perioperative acute inflammatory reactions after PCI.
8.Exploration and practice of three-dimensional teaching mode for clinical anesthesiology
Fengxiang SONG ; Liqin DENG ; Nina MA ; Hongxing MIN ; Jinhai MENG
Chinese Journal of Medical Education Research 2018;17(12):1232-1237
Objective To explore the application effects of three-dimensional teaching mode for clinical anesthesiology. Methods 43 students were selected into control group, who were from class one, grade 2010 in the Department of Anesthesiology, Ningxia Medical University. 42 students were selected into observation group, who were from class two, grade 2010 in the Department of Anesthesiology, Ningxia Medical University. The traditional teaching mode were used for the students in control group during the teaching of clinical anesthesiology, while three-dimensional teaching mode were used for the students in observation group during the teaching. At the end of teaching, the teaching results were compared between the control group and the observation group, mainly including the usual scores evaluated from an anaesthesia plan plus an anaesthesia case discussion, and the final scores. The teaching satisfaction questionnaire were used to assess the effects of two teaching methods on the students' interest in learning, the capacity of clin-ical practice, the abilities of exploring, analyzing and solving problems, etc. SPSS 17.0 software was used in statistical analysis. The students' teaching results were tested by using two independent samples t-test. The satisfactions of these teaching effects were tested by using the Chi-square test. Results The usual and final scores in the observation group were significantly higher than those in the control group [(88.1±5.1) vs. (75.3±4.2), (82.1±3.3) vs. (75.7±3.9); P<0.05]. Compared with the control group, the satisfactions of teaching effects in the observation group were higher such as to stimulate interest in learning (60.5% vs. 90.5%), to improve the abilities of self-study (30.2% vs. 83.3%) and clinical practice (51.2% vs. 85.7%), to widen the scope of knowledge (46.5% vs. 88.1%) and to cultivate the spirits of innovation (55.8% vs. 83.3%), etc (P<0.05). Conclusion During the teaching of clinical anesthesiology, the three-dimensional teaching mode has more advantages than the traditional one, which is good for improving the students' innovation and practice abilities.
9.Analysis of intercomparison results for radon-thoron discriminative detector
Yanchao SONG ; Hongxing CUI ; Qingzhao ZHANG ; Dexing LIAN ; Changsong HOU ; Yunyun WU
Chinese Journal of Radiological Medicine and Protection 2018;38(12):938-941
Objective To increase the cumulative measurement level of 222 Rn and 220 Rn and ensure the accuracy and reliability of the measurement result . Methods By using improved 222 Rn-220 Rn discriminative detectors ( LD-P detectors) , the radon research group of National Institute for Radiological Protection Chinese Center for Disease Control and Prevention participated with the intercomparison organized by National Institute of Radiological Science ( NIRS) , Japan. Specifically, with the 222 Rn-220 Rn discriminative detectors being sent to Japan, the comparison was completed under different conditions in the 222 Rn chamber and 220 Rn chamber in NIRS. After exposure, the detectors were sent back to our laboratory for etching and analysis, and then measurement result were informed to NIRS. Finally, NIRS returned the exposure reference values of 222 Rn and 220 Rn to our laboratory. Results Under the conditions of high and low levels of 222 Rn, the relative percentage differences ( RPD ) between the measured values and the reference value provided by the NIRS were -12. 0% and -11. 8%, respectively, while coefficients of variation ( COV) were 3. 0% and 6. 2%, respectively. Under the conditions of high level and low levels of 220Rn, the relative percentage differences (RPD) between the measured value and the reference value provided by the NIRS were -0. 8% and -8. 0%, respectively; coefficients of variation ( COV ) were 6. 7% and 4. 5%, respectively. Conclusions This intercomparison result were categorized by NIRS ( PRD<10%) , with the satisfactory result of LD-P detectors available.
10.The feasibility study of gold nanoparticle composites (ssDNA-AuNPs) for the colorimetric detection of gamma radiation dose
Yanchao SONG ; Hongxing CUI ; Qingzhao ZHANG ; Changsong HOU ; Yunyun WU
Chinese Journal of Radiological Medicine and Protection 2018;38(8):612-616
Objective To establish a simple and convenient method and study the feasibility of using gold nanoparticle composites (ssDNA-AuNPs) for colorimetric detection of gamma radiation.Methods The composites ssDNA-AuNPs were prepared by applying the ssDNA to the surface of AuNPs,and then were irradiated with gamma ray with absorbed doses of 0,5,10,20,and 30 Gy,respectively.Subsequently the color change in the solutions were observed simultaneously with absorption spectra being measured.The linear relationship between the ratio of A625/A521 in the absorption spectrum and the absorbed dose was established.Results With the increase of radiation dose,the color of the solutions changed from wine-red to blue-violet gradually,the ratio of A625/A521 in absorption spectra had excellent liner response for absorbed dose ranging from 0 to 30 Gy,and the linear equation was A625/A521 =0.020 6 + 0.303 6 E(R2 =0.991 5).Conclusions The ssDNA-AuNPs synthesized in this experiment can be successfully used for colorimetric detection of gamma absorbed dose,and a simple and convenient method for detection of gamma radiation has been newly established.


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