1.Discussion on Key Technologies of Health Care Big Data Processing Based on the Process Perspective
Jinghong GAO ; Mingxing REN ; Xiaoqin SONG ; Qianqian MA ; Furong LIU ; Chengzeng WANG
Journal of Medical Informatics 2024;45(11):78-84
Purpose/Significance The processing links and key technologies of health care big data are deeply discussed to provide in-formation support and guarantee for further promoting the application of health care big data.Method/Process According to the scientific research paradigm driven by big data,and based on the process perspective,the paper introduces the sources and characteristics of health care big data,analyzes the processing links and key technologies of big data,and discusses the current challenges and future development directions of health care big data processing.Result/Conclusion Both China and foreign countries have achieved innovative development in technologies for health care big data processing.However,there are still some challenges in multi-dimensional data collection,multi-mo-dal data integration,large model data analysis,and data security.In the future,through building a comprehensive platform of big data pro-cessing,and developing or integrating targeted functional modules,the existing problems can be effectively addressed.
2.Prevalence and 5-year mortality of dementia and association with geriatric syndromes in elderly population in Beijing
Shimin HU ; Fang LI ; Shaochen GUAN ; Chunxiu WANG ; Xiaowei SONG ; Hongjun LIU ; Jinghong MA ; Yan ZHAO ; Chunxiao LIU ; Huihui LI ; Yanlei ZHANG ; Jian WU ; Xianghua FANG
Chinese Journal of Epidemiology 2024;45(11):1573-1581
Objective:To investigate the prevalence and mortality of dementia and assess the impact of geriatric syndromes (GS) on the risk for dementia and death in elderly population in Beijing.Methods:A cross-sectional survey was conducted in the elderly population aged ≥65 years and selected by a multi-stage sampling in Beijing during 2013-2015. Cognitive function was screened using the Chinese Revised Version of the Mini-Mental State Examination (MMSE). Then, neurological examination and psychiatric assessment were performed for those with the MMSE score lower than the cut-off value. The information about GS prevalence was also collected. The study also collected death records for all individuals from baseline until December 31, 2019. Based on the age and gender distribution from Beijing data of the 2010 Six th National Population Census, the dementia prevalence in the study population was directly standardized. Logistic regression analysis was used to evaluate the association of different forms of dementia with GS, and Cox proportional hazards regression model was used to estimate the hazard ratio ( HR) and 95% CI of death. Results:During 2013-2015, a total of 2 935 individuals completed dementia assessments, of which 167 were diagnosed with dementia. The standardized prevalence of dementia was 5.9% (95% CI: 5.0%-17.4%). The individuals with Alzheimer's disease (AD) and vascular dementia (VaD) accounted for 58.7% and 28.1% of total individuals with dementia, respectively. Aging, lower education level, urinary incontinence, and fall were risk factors for AD, while disability of activity of daily life dependence, hypertension, and stroke were found to be risk factors for VaD. After a median follow-up of 5.44 person-years, 399 deaths were recorded. The 5-year mortality risk was 2.87 (95% CI: 1.92-4.17) times and 4.93 (95% CI: 3.23-7.53) times higher for the elderly individuals with AD and VaD, respectively, compared to non-demented individuals. After adjusting for demographic, GS, and cardiovascular risk factors, the mortality risk in the elderly individuals with AD showed no significant difference compared with non-demented individuals ( HR=1.32, 95% CI: 0.89-1.97), while the mortality risk in those with VaD was 2.46 (95% CI: 1.49-4.05) times higher than that in non-demented individuals. Conclusions:The prevalence of dementia in Beijing increased significantly in the context of population aging, especially the prevalence of AD. The presence of GS increased the risks for AD and VaD, as well as the risk for death. Close attention needs to be paid to GS management in dementia prevention in elderly population.
3.Research progress of GBA1 variation and Parkinson′s disease
Zhen ZENG ; Jinghong MA ; Piu CHAN
Chinese Journal of Neurology 2023;56(5):562-566
GBA1 is one of the common risk genes of Parkinson′s disease (PD), which encodes glucocerebrosidase. It is difficult to distinguish PD patients with heterozygous variants of GBA1 ( GBA1-PD) from idiopathic Parkinson′s disease patients, but GBA1-PD tends to progress faster, be more severe, and be more likely to be associated with cognitive impairment and other non-motor symptoms. The pathological mechanism of the increased risk of PD in GBA1 heterozygous variant carriers may be related to autophagy-lysosome dysfunction and mitochondrial dysfunction. Targeted therapy for GBA1 is expected to become a new direction of precision therapy for PD. In this article, the epidemiology and clinical features of GBA1-PD, the possible pathogenesis of GBA1 variation, and the therapeutic strategies for GBA1-PD were elaborated.
4.Investigation and analysis of imported medicinal materials at Chinese border ports.
Xiao-Jing MA ; Hua-Sheng PENG ; Zhi-Lai ZHAN ; Ling WANG ; Xue-Yan HUANG ; Xiao-Jin LI ; Xiao-Jun MA ; Hai-Bo HUANG ; Min-Hui LI ; Rong ZHAO ; Lu-Qi HUANG
China Journal of Chinese Materia Medica 2022;47(21):5817-5823
Imported medicinal materials are an important part of Chinese medicinal resources. To be specific, about 10% of the around 600 commonly used Chinese medicinal materials are from abroad, and the introduction of foreign medicinal materials has promoted the development of Chinese medicine. Amid the advancement of reform and opening up and the "Belt and Road" Initiative, major headway has been made in the cross-border trade in China, bringing opportunities for the import of medicinal materials from border ports. However, for a long time, there is a lack of systematic investigation on the types of exotic medicinal materials at border ports. In the fourth national census of traditional Chinese medicine resources, National Resource Center for Chinese Materia Medica, China Academy of Chinese Medical Sciences, together with several organizations, investigated the nearly 40 border ports, Chinese medicinal material markets, and border trade markets in 6 provinces/autonomous regions in China for the first time and recorded the types, sources, circulation, and the transaction characteristics of imported medicinal materials. Moreover, they invited experts to identify the origins of the collected 237 medicinal materials. In addition, the status quo and the problems of the medicinal materials were summarized. This study is expected to lay a basis for clarifying the market and origins of imported medicinal materials as well as the scientific research on and supervision of them.
Medicine, Chinese Traditional
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Materia Medica
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Records
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Censuses
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China
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Drugs, Chinese Herbal
5.Current status and prospect of biomarker research for schizophrenia
Mengyuan ZHU ; Qing CHEN ; Dan LI ; Mengxia WANG ; Renyu WANG ; Yuxin ZHU ; Weifeng JIN ; Shuzi CHEN ; Ping LI ; Zhenhua LI ; Peijun MA ; Shuai LIU ; Qiong GAO ; Xiaoyan LOU ; Jie XU ; Lili ZHU ; Ling ZHAO ; Kangyi LIANG ; Jinghong CHEN ; Xunjia CHENG ; Ke DONG ; Xiaokui GUO ; Qingtian LI ; Yun SHI ; Junyu SUN ; Huabin XU ; Ping LIN
Chinese Journal of Laboratory Medicine 2022;45(11):1191-1196
Schizophrenia is a serious mental disease. The diagnosis of schizophrenia so far relies heavily on subjective evidence, including self-reported experiences by patients, manifestations described by relatives, and abnormal behaviors assessed by psychiatrists. The diagnosis, monitoring of the disease progression and therapy efficacy assessment are challenging due to the lack of established laboratory biomarkers. Based on the current literature, clinical consensus, guidelines, and expert recommendations, this review highlighted evidence-based potential laboratory biomarkers for the diagnosis of schizophrenia, including genetic biomarkers, neurotransmitters, neurodevelopmental-related proteins, and intestinal flora, and discussed the potential future directions for the application of these biomarkers in this field, aiming to provide an objective basis for the use of these biomarkers in the early and accurate diagnosis, treatment, and prognosis and rehabilitation assessment of schizophrenia.
6.Clinical characteristics and associated factors for depression in patients with Parkinson's disease
Xiaojuan DAN ; Jia LIU ; Jinghong MA ; Yongtao ZHOU ; Zhuqin GU ; Biao CHEN
Chinese Journal of Geriatrics 2021;40(9):1121-1125
Objective:To investigate the characteristics and associated factors of depression in elderly patients with Parkinson's disease(PD).Methods:A total of 1138 elderly PD patients from Xuanwu Hospital of Capital Medical University were consecutively enrolled.The Hamilton Depression 17-item Scale(HAMD-17)was used to diagnose depression(scores ≥14). The depressive characteristics of PD patients with depression and those without depression were compared, and Logistic regression model was used to analyze the clinical risk factors of depression in PD patients.Results:Among the 1 138 PD patients, 233 cases had depression.The incidence of depression in PD patients was 20.5%, and the treatment rate was only 6.0%(14 cases). The main symptoms of depression in PD patients included sleep disturbance(101 cases, 43.3%), depression(57 cases, 24.5%), work and interest loss(49 cases, 21%). Compared to PD patients without depression, PD patients with depression were more likely women(49.4% vs36.3%), and had lower cognitive scores[(25.56 ± 4.22)scores vs(27.07 ± 3.08)scores], higher rate of freezing of gait(51.0% vs24.0%), higher incidence of disability(87.1% vs28.5%)( P<0.05). A comparison of each part of the unified Parkinson's disease rating scale(UPDRS)between the two groups revealed that the scores of activities of daily living[(16.52 ± 8.71)scores vs(10.15 ± 5.48)scores], the motor examination[(33.78 ± 19.48)scores vs(22.87 ±13.08)scores]and the complications of therapy[2.0(0.0, 6.0)scores vs0.0(0.0, 2.0)scores]were higher in the PD patients with depression group than in the PD patients without depression group( P<0.05). Logistic regression analysis showed that women( OR=1.532, 95% CI: 1.073-2.187, P=0.019), disability( OR=6.357, 95% CI: 4.399-9.186, P<0.001), activities of daily living evaluated by UPDRS( OR=1.093, 95% CI: 1.043-1.146, P<0.001)and motor complications( OR=1.100, 95% CI: 1.014-1.193, P=0.022)were independent risk factors for PD depression. Conclusions:Depression was common in PD patients and usually manifested as sleep disturbance and low motivation, women, motor complications, disability and decreased quality of daily living were independent risk factors for depression.
7.Effects of T-2 toxin on expression of fibroblast growth factor 8 and fibroblast growth factor receptor 3 in articular cartilage and bone marrow of rats under low selenium condition
Min SHI ; Qian FANG ; Yawen SHI ; Ge MI ; Daning LI ; Hui WANG ; Mengying WANG ; Meng ZHANG ; Tianyou MA ; Jinghong CHEN
Chinese Journal of Endemiology 2020;39(2):79-85
Objective:To study the effects of T-2 toxin on expression of fibroblast growth factor 8 (FGF8) and fibroblast growth factor receptor 3 (FGFR3) in articular cartilage and subchondral marrow of rats under low selenium condition, and to explore the mechanism of deep cartilage injury and secondary complications in Kaschin-Beck disease (KBD).Methods:Twenty-four healthy male SD rats weighted 60 - 80 g were selected, they were divided into conventional feed group (selenium content of 101.5 μg/kg) and low-selenium feed group (selenium content of 1.1 μg/kg) by random number table method, with 12 rats in each group. After 30 days of feeding, the conventional feed group was further divided into control group and T-2 toxin group (100 μg·kg -1·d -1), and the low-selenium feed group was further divided into low-selenium group and low-selenium+ T-2 toxin group, with 6 rats in each group. After 30 days of feeding, the rats were sacrificed and the knee cartilage with cancellous bone was taken. Pathological changes of knee cartilage were observed by HE staining. Immunohistochemical method was used to detect the expression of FGF8 and FGFR3 in cartilage and subchondral marrow of knee joint, positive expression rates of FGF8 and FGFR3 in articular cartilage were calculated, and the integrated optical density (IOD) values of FGF8 and FGFR3 positive expression in subchondral marrow were analyzed by Image-Pro Plus 6.0 software. Results:Under light microscope, chondrocytes in low-selenium+ T-2 toxin group were sparse, and empty chondrocytes in the deep and middle layers of articular cartilage increased, and chondrocytes died and became red cell shadows. The extracellular matrix dissolved and was slightly stained in deep region, turning into necrotic and unstructurized areas. Proliferating granulation tissue was visible nearby. The positive expression rate of FGF8 in articular cartilage of rats in low-selenium+ T-2 toxin group [(88.61 ± 10.97)%] was higher than that in control, low-selenium and T-2 toxin groups [(10.35 ± 2.48)%, (19.26 ± 3.08)%, (58.89 ± 9.29)%, P < 0.05]; IOD value of FGF8 positive expression in subchondral marrow [(16.73 ± 1.72) × 10 6] was higher than that in control, low-selenium and T-2 toxin groups [(1.20 ± 0.41) × 10 6, (4.33 ± 0.97) × 10 6, (12.80 ± 1.12) × 10 6, P < 0.05]. The positive expression rate of FGFR3 in articular cartilage of rats in low-selenium+ T-2 toxin group [(89.76 ± 8.59)%] was higher than that in control, low-selenium and T-2 toxin groups [(13.18 ± 2.25)%, (21.15 ± 2.33)%, (32.55 ± 6.72)%, P < 0.05]; IOD value of FGFR3 positive expression in subchondral marrow [(16.50 ± 5.36) × 10 6] was higher than that in control, low-selenium and T-2 toxin groups [(7.58 ± 1.02) × 10 6, (10.73 ± 7.13) × 10 6, (9.83 ± 5.63) × 10 6, P < 0.05]. Conclusion:Under low selenium condition, T-2 toxin changes expression of FGF8 and FGFR3 in deep chondrocytes of articular cartilage and subchondral marrow in rats, elevated expression of FGF8 and FGFR3 may be involved in the occurrence and development of secondary changes in KBD.
8.Comparative study on differences of resin-containing drugs in Dracaena from different appearance based on HS-GC-MS and chemometrics.
Jing SU ; Yi-Hang LI ; Ling-Juan ZHOU ; Tian-Dao QIN ; Shi-Fang LIU ; Xi CHEN ; Guang LI ; Jin-Yuan MA
China Journal of Chinese Materia Medica 2020;45(14):3467-3474
Resin-containing drugs in Dracaena from four different appearances were analyzed by headspace sampling-gas chromatography-mass spectrometry(HS-GC-MS) metabolomics technique and hierarchical clustering analysis(HCA) chemometrics method. This study was to analyze differential volatile components in resin-containing drugs in Dracaena from different appearance and metabolic pathways. The results of partial least squares discriminant analysis(PLS-DA) and HCA analysis indicated that there was little difference in volatile components between fiber-rich sample and hollow cork cambium sample, however, the volatile components in the two samples compared with whole body resin-containing sample and resin-secreting aggregated sample had a large metabolic difference. Twenty differential metabolites were screened by VIP and P values of PLS-DA. The content of these differential metabolites was significantly higher in whole body resin-containing sample and resin-secreting aggregated sample than in fiber-rich sample and hollow cork cambium sample. Sixteen significant metabolic pathways were obtained through enrichment analysis(P<0.05), mainly involved in terpenoids biosynthesis and phenylpropanoid metabolism. This result provided a reference for further study of resin formation mechanism of resin-containing drugs in Dracaena from different appearances. At the same time, it also provided a reference for establishing a multi-index quality evaluation system.
Cluster Analysis
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Discriminant Analysis
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Dracaena
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Gas Chromatography-Mass Spectrometry
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Resins, Plant
9.Epidemic features of coronavirus disease 2019 in Henan Province.
Qianqian MA ; Chenchen LI ; Yunkai ZHAI ; Jinghong GAO ; Jie ZHAO
Journal of Central South University(Medical Sciences) 2020;45(5):582-590
OBJECTIVES:
To analyze the regional epidemic features of coronavirus disease 2019 (COVID-19) in Henan Province, China.
METHODS:
According to the data of COVID-19 patients and the resident population at the end of 2018 in Henan Province, statistical description and analysis of epidemiological characteristics of COVID-19 in Henan Province were conducted, including the time distribution, population distribution, and regional distribution.
RESULTS:
The cumulative incidence of COVID-19 in Henan Province was 1.32/100 000, the cure rate was 98.03%, and the fatality rate was 1.73% by March 9, 2020. The incidence curve showed that the epidemic peak reached from January 24 to January 28. The high-incidence area was Xinyang, with a standardized cumulative incidence rate of 4.36/100 000. There were 580 female COVID-19 patients (45.60%), 688 males (54.09%) in Henan Province. The incidence of males was 1.41/100 000, while the incidence of females was 1.23/100 000. The age with the highest incidence of COVID-19 in Henan Province was 20-69 years old (88.68%). The incidence rate was highest in men aged 30-39 (2.51/ 100 000), while the lowest rate in women aged 0-9 (0.16/100 000). There were 1 225 local patients (96.31%), and the rural patients (45.73%) were slightly higher than the urban patients (44.02%) in Henan Province. A total of 63.60% patients had traveled or lived in Hubei or contacted with people who came from Hubei to Henan. The proportion of patients whose family members suffered from COVID-19 was 32.70%. Global spatial autocorrelation analysis suggested that there was a statistically significant positive correlation in the spatial distribution of COVID-19 patients in Henan Province (Moran's =0.248, =2.955, <0.01).
CONCLUSIONS
There are differences in the morbidity and mortality of COVID-19 patients in different areas of Henan Province, with epidemic peak reaching from January 24 to January 28. Henan is dominated by local patients, male patients, and patients with contact history in Hubei. The space appears to be moderately clustered.
Adult
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Aged
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Betacoronavirus
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Child
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Child, Preschool
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China
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epidemiology
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Coronavirus Infections
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epidemiology
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Female
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Humans
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Incidence
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Infant
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Infant, Newborn
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Male
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Middle Aged
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Pandemics
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Pneumonia, Viral
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epidemiology
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Spatial Analysis
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Young Adult
10. Epidemiological features of rabies and molecular evolution characteristics of the rabies virus strains in Xishuangbanna prefecture of Yunnan province, China
Hongmei YANG ; Yun FENG ; Mingyue LAI ; Baohua LI ; Jianhua FAN ; Long MA ; Honghua WEN ; Yunqiao XU ; Yinghua DAO ; Meihui SU ; Huaxing LIU ; Yuzhen ZHANG ; Weihong YANG ; Hailin ZHANG
Chinese Journal of Experimental and Clinical Virology 2019;33(2):113-120
Objective:
To understand the epidemiologic features of the rabies in Xishuang banna prefecture of Yunnan province, China in 2008-2017 and the viral molecular-evolution characteristics.
Methods:
The data of rabies case questionnaire were collected. The brain tissue samples from mad dogs, suspicious sick dogs and human brain tissue, saliva and cerebrospinal fluid samples from rabies patients were collected in Xishuangbanna. Coding region of nucleoprotein and glycoprotein genes were amplified by RT-PCR and sequenced. Homology and phylogenetic analysis were performed using the relevant bioinformatics software.
Results:
A total of 62 cases of human rabies were occurred in 28 districts of the 3 counties, Xishuangbanna prefecture in 2008-2017. Of them, 37 cases in Jinghong county, 15 in Menghai county and 10 in Mengla county. In which 48 cases were bitten by domestic dogs (77.42%), 11 cases were bitten by wild dogs (17.74%). Rabies case was occurred every year in the past decade. The seasonal incidence was not obvious. The majority of patients were aged from 30 to 59 years-old, with the youngest 1 year-old and the eldest 91 year-old. The male to female ratio was 1.70∶1, most cases were farmers. The nucleotide sequences of nucleoprotein gene of 9 virus strains (7 from Jinghong, 1 from Menghai and 1 from Mengla) were obtained from the samples of dogs and patients. Homology and phylogenetic analyses indicated that the 5 strains belonged to clade China-Ⅰ, 3 clade China-Ⅱ and 1 clade China-Ⅵ. The nucleotide sequences of glycoprotein gene of 5 virus strains (3 from Jinghong, 1 from Menghai and 1 from Mengla) were obtained from these positive samples, and all were clade China-Ⅰ, it is same with nucleoprotein genes analysis result from these 5 virus strains. These China-Ⅰ and China-Ⅱ strains from Xishuangbanna have a closer genetic relationship with same clade strains isolated from Pu’er and other prefectures of Yunnan province as well as Sichuan, Guizhou and Guangxi. The China-Ⅵ strain from Xishuangbanna share high homology and genetic relationship with China-Ⅵ strains isolated from southwestern Yunnan and neighbouring countries such as Myanmar, Laos and Vietnam in recent years.
Conclusions
In Xishuangbanna, rabies mainly occurred in rural area and domestic dog was the main source of transmission. These RABV clades China-Ⅰ, China-Ⅱ and China-Ⅵ were found in this region and the China-Ⅰ was principal clade. The transmission source of China-Ⅰ and China-Ⅱ were from adjacent areas in the province and China-Ⅵ was from Myanmar and Laos.

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