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Wang W, Zhao Z, Ning H. A tree-based corpus annotated with Cyber-Syndrome, symptoms, and acupoints. Sci Data 2024; 11:482. [PMID: 38730023 PMCID: PMC11087536 DOI: 10.1038/s41597-024-03321-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2024] [Accepted: 04/29/2024] [Indexed: 05/12/2024] Open
Abstract
Prolonged and over-excessive interaction with cyberspace poses a threat to people's health and leads to the occurrence of Cyber-Syndrome, which covers not only physiological but also psychological disorders. This paper aims to create a tree-shaped gold-standard corpus that annotates the Cyber-Syndrome, clinical manifestations, and acupoints that can alleviate their symptoms or signs, designating this corpus as CS-A. In the CS-A corpus, this paper defines six entities and relations subject to annotation. There are 448 texts to annotate in total manually. After three rounds of updating the annotation guidelines, the inter-annotator agreement (IAA) improved significantly, resulting in a higher IAA score of 86.05%. The purpose of constructing CS-A corpus is to increase the popularity of Cyber-Syndrome and draw attention to its subtle impact on people's health. Meanwhile, annotated corpus promotes the development of natural language processing technology. Some model experiments can be implemented based on this corpus, such as optimizing and improving models for discontinuous entity recognition, nested entity recognition, etc. The CS-A corpus has been uploaded to figshare.
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Affiliation(s)
- Wenxi Wang
- School of Computer & Communication Engineering, University of Science and Technology Beijing, Beijing, 100083, China
| | - Zhan Zhao
- School of Computer & Communication Engineering, University of Science and Technology Beijing, Beijing, 100083, China
| | - Huansheng Ning
- School of Computer & Communication Engineering, University of Science and Technology Beijing, Beijing, 100083, China.
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王 新, 白 烨, 于 文, 谢 林, 李 诗, 江 果, 李 鸿, 张 本. [New Progress in Longitudinal Research on the Risk Factors for Cholelithiasis]. SICHUAN DA XUE XUE BAO. YI XUE BAN = JOURNAL OF SICHUAN UNIVERSITY. MEDICAL SCIENCE EDITION 2024; 55:490-500. [PMID: 38645861 PMCID: PMC11026901 DOI: 10.12182/20240360508] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/25/2023] [Indexed: 04/23/2024]
Abstract
Cholelithiasis is a common disease of the digestive system. The risk factors for cholelithiasis have been reported and summarized many times in the published literature, which primarily focused on cross-sectional studies. Due to the inherent limitations of the study design, the reported findings still need to be validated in additional longitudinal studies. Moreover, a number of new risk factors for cholelithiasis have been identified in recent years, such as bariatric surgery, hepatitis B virus infection, hepatitis C virus infection, kidney stones, colectomy, osteoporosis, etc. These new findings have not yet been included in published reviews. Herein, we reviewed the 101 cholelithiasis-associated risk factors identified through research based on longitudinal investigations, including cohort studies, randomized controlled trials, and nested case control studies. The risk factors associated with the pathogenesis of cholelithiasis were categorized as unmodifiable and modifiable factors. The unmodifiable factors consist of age, sex, race, and family history, while the modifiable factors include 37 biological environmental factors, 25 socioenvironmental factors, and 35 physiochemical environmental factors. This study provides thorough and comprehensive ideas for research concerning the pathogenesis of cholelithiasis, supplying the basis for identifying high-risk groups and formulating relevant prevention strategies.
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Affiliation(s)
- 新 王
- 四川大学华西公共卫生学院/四川大学华西第四医院 (成都 610041)West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu 610041, China
| | - 烨 白
- 四川大学华西公共卫生学院/四川大学华西第四医院 (成都 610041)West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu 610041, China
| | - 文倩 于
- 四川大学华西公共卫生学院/四川大学华西第四医院 (成都 610041)West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu 610041, China
| | - 林君 谢
- 四川大学华西公共卫生学院/四川大学华西第四医院 (成都 610041)West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu 610041, China
| | - 诗懿 李
- 四川大学华西公共卫生学院/四川大学华西第四医院 (成都 610041)West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu 610041, China
| | - 果恒 江
- 四川大学华西公共卫生学院/四川大学华西第四医院 (成都 610041)West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu 610041, China
| | - 鸿钰 李
- 四川大学华西公共卫生学院/四川大学华西第四医院 (成都 610041)West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu 610041, China
| | - 本 张
- 四川大学华西公共卫生学院/四川大学华西第四医院 (成都 610041)West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu 610041, China
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Nazaret A, Sapiro G. A large-scale observational study of the causal effects of a behavioral health nudge. SCIENCE ADVANCES 2023; 9:eadi1752. [PMID: 37738345 PMCID: PMC10516489 DOI: 10.1126/sciadv.adi1752] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/07/2023] [Accepted: 08/18/2023] [Indexed: 09/24/2023]
Abstract
Nudges are interventions promoting healthy behavior without forbidding options or substantial incentives; the Apple Watch, for example, encourages users to stand by delivering a notification if they have been sitting for the first 50 minutes of an hour. On the basis of 76 billion minutes of observational standing data from 160,000 subjects in the public Apple Heart and Movement Study, we estimate the causal effect of this notification using a regression discontinuity design for time series data with time-varying treatment. We show that the nudge increases the probability of standing by up to 43.9% and remains effective with time. The nudge's effectiveness increases with age and is independent of gender. Closing Apple Watch Activity Rings, a visualization of participants' daily progress in Move, Exercise, and Stand, further increases the nudge's impact. This work demonstrates the effectiveness of behavioral health interventions and introduces tools for investigating their causal effect from large-scale observations.
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Affiliation(s)
- Achille Nazaret
- Department of Computer Science, Columbia University, New York, NY, USA
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Qian Q, Jiang H, Cai B, Chen D, Jiang M. Physical activity and risk of gallstone disease: A Mendelian randomization study. Front Genet 2022; 13:943353. [PMID: 36561321 PMCID: PMC9763559 DOI: 10.3389/fgene.2022.943353] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2022] [Accepted: 11/16/2022] [Indexed: 12/12/2022] Open
Abstract
Objective: Given the association between physical activity and the reduced risk of gallstone disease as suggested in observational studies, a Mendelian randomization study was conducted to evaluate the causal nature of this association in genetic epidemiology. Study: Including self-reported and accelerometer-based physical activity traits, the independent genetic variants associated with physical activity were selected from the corresponding genome-wide association studies as instrumental variables. The summary-level data for gallstone disease were sourced from the UK Biobank (7,682 cases and 455,251 non-cases) and FinnGen consortium (23,089 cases and 231,644 non-cases). Then, two-sample Mendelian randomization analysis was conducted. Inverse-variance weight (IVW), weighted median, and Mendelian randomization-Egger regression were determined through Mendelian randomization analyses. To ensure the robustness of the results, sensitivity analyses were also carried out in the study. Results: The negative causality between the genetically predicted accelerometer-based "average acceleration" physical activity and the risk of gallstone disease was suggested in the UK Biobank study (p = 0.023, OR = 0.93, 95% CI: 0.87-0.99), and accelerometer-based "overall activity" physical activity and the risk of gallstone disease in the UK Biobank study (p = 0.017, OR = 0.38, 95% CI: 0.17-0.84). With accelerometer-based "average acceleration" physical activity negatively correlated with gallstone disease in the FinnGen consortium data (p = 0.001, OR = 0.94, 95% CI: 0.90-0.97). As for self-reported moderate-to-vigorous physical activity, however, there was no causality observed in both pieces of data. Conclusion: Our studies provide the evidence suggesting a casual association between physical activities and gallstone disease through analysis of genetic data. As indicated by the research results, there is a possibility that a higher level of physical activities could mitigate the risk of gallstone disease.
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Affiliation(s)
- Qilin Qian
- School of Public Health, Hangzhou Medical College, Hangzhou, China
| | - Han Jiang
- School of Public Health, Hangzhou Medical College, Hangzhou, China
| | - Bingyue Cai
- School of Public Health, Hangzhou Medical College, Hangzhou, China
| | - Dingwan Chen
- School of Public Health, Hangzhou Medical College, Hangzhou, China
| | - Minmin Jiang
- Key Laboratory of Pollution Exposure and Health Intervention of Zhejiang Province, Shulan International Medical College, Zhejiang Shuren University, Hangzhou, China,*Correspondence: Minmin Jiang,
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Svistunov AA, Osadchuk MA, Mironova ED, Guliaev PV, Vasileva IN. The role of the main risk factors and endocrine cells of the antrum of the stomach producing motilin in the occurrence of cholelithiasis. TERAPEVT ARKH 2022; 94:194-199. [DOI: 10.26442/00403660.2022.02.201370] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2022] [Accepted: 03/28/2022] [Indexed: 11/22/2022]
Abstract
Aim. To establish the role of the main risk factors and endocrine cells of the antrum of the stomach producing motilin (M-cells) in the occurrence of cholelithiasis.
Materials and methods. The first group included 122 patients with cholelithiasis. The second group consisted of 30 healthy individuals who underwent medical examination. The groups were matched for gender and age. The work analyzed anamnestic, biochemical and anthropometric data. All patients underwent esophagogastroduodenoscopy with targeted biopsy of the mucous membrane from the antrum. Biopsies were subjected to cytological and immunohistochemical studies in order to verify Helicobacter pylori and estimate the number of M-cells.
Results. Patients with cholelithiasis more often belonged to the group of people of mental labor, had low physical activity, were committed to inappropriate nutrition and more often indicated the presence of aggravated heredity for cholelithiasis. Patients with gallstone disease had higher body mass index, waist volume, total cholesterol, low-density lipoprotein cholesterol, triglycerides, glucose, lower high-density lipoprotein cholesterol, H. pylori infection was more often verified and M-cell hypoplasia in the mucous membrane was established. stomach in comparison with the representatives of the second group.
Conclusion. Our results suggest that certain external factors, nutritional characteristics of the metabolic syndrome components, hypoplasia of M-cells in the gastric mucosa are important factors in the formation of calculi in the gallbladder.
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Lv F, Wang G, Ding D, Shen C, Liu J, Ji F, Kang Y. Epidemiological survey to determine the prevalence of cholecystolithiasis in Uyghur, Kazakh, and Han Ethnic Groups in the Xinjiang Uyghur Autonomous Region of China: cross-sectional studies. BMC Gastroenterol 2021; 21:125. [PMID: 33736598 PMCID: PMC7977306 DOI: 10.1186/s12876-021-01677-w] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/01/2020] [Accepted: 02/17/2021] [Indexed: 01/30/2023] Open
Abstract
Background This study was performed to understand the prevalence of and possible risk factors for cholecystolithiasis in Uyghur, Kazakh, Han, and other ethnic groups in the Xinjiang Uyghur autonomous region of China.
Methods Subjects were enrolled using typical case sampling and multistage stratified random sampling. We collected epidemiological data regarding cholecystolithiasis using a standard questionnaire of risk factors for gallbladder disease in Xinjiang. The subjects completed the questionnaire and underwent an abdominal ultrasound examination of the liver and gallbladder. Results This study included 5454 Xinjiang residents aged ≥ 18 years. The prevalence of cholecystolithiasis was 15% (11.3% in men and 17.1% in women), and the sex difference was statistically significant (male-to-female odds ratio [OR] 1.867; p < 0.001). The cholecystolithiasis prevalence was also significantly different among the Han, Uyghur, Kazakh, and other ethnic groups (13.1%, 20.8%, 11.5%, and 16.8%, respectively; p < 0.001). The prevalence of cholecystolithiasis in northern Xinjiang was 13.5% and that in southern Xinjiang was 17.5%; this difference was also statistically significant (OR 1.599; p < 0.001). Across all ethnic groups, the cholecystolithiasis prevalence significantly increased with age (all p < 0.01) and body mass index (BMI) (all p < 0.01). A multivariate logistic regression analysis indicated that cholecystolithiasis prevalence was associated with sex, age, BMI, smoking, diabetes, fatty liver disease, and geographical differences between northern and southern Xinjiang. Conclusions The prevalence of cholecystolithiasis was significantly higher in the Uyghur ethnic group than in the Han, Kazakh, and other ethnic groups; in women than in men; in southern Xinjiang than in northern Xinjiang; in patients with fatty liver disease; and increased with age and BMI. Our findings could provide a theoretical basis for the formulation of control measures for cholecystolithiasis. Supplementary Information The online version contains supplementary material available at 10.1186/s12876-021-01677-w.
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Affiliation(s)
- Fujun Lv
- Department of Surgery, Kaifeng Central Hospital, Kaifeng, 475000, Henan Province, China
| | - Guangjun Wang
- Department of General Surgery, General Hospital of Xinjiang Military Command, Urumqi, 830000, Xinjiang Uygur Autonomous Region, China
| | - Dandan Ding
- Department of Obstetrics, Kaifeng Obstetrics and Gynecology Hospital, Kaifeng, 475000, Henan Province, China
| | - Caifu Shen
- Department of General Surgery, General Hospital of Xinjiang Military Command, Urumqi, 830000, Xinjiang Uygur Autonomous Region, China
| | - Jiangwei Liu
- Department of General Surgery, General Hospital of Xinjiang Military Command, Urumqi, 830000, Xinjiang Uygur Autonomous Region, China.
| | - Feng Ji
- Department of Surgery, Kaifeng Central Hospital, Kaifeng, 475000, Henan Province, China
| | - Yan Kang
- The 69240 Army Hospital of PLA, Xinjiang, Ürümqi, 830000, China
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