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Chen QW, Huang XZ, Ding Y, Zhu FR, Wang J, Zou YJ, Du YZ, Zhang YJ, Hui ZW, Zhu FL, Mu M. Predicting the Risk of Arterial Stiffness in Coal Miners Based on Different Machine Learning Models. Biomed Environ Sci 2024; 37:108-111. [PMID: 38326725 DOI: 10.3967/bes2024.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Accepted: 10/20/2023] [Indexed: 02/09/2024]
Affiliation(s)
- Qian Wei Chen
- The Project was supported by Open Research Grant of Joint National-Local Engineering Research Centre for Safe and Precise Coal Mining, Anhui University of Science and Technology, Hefei 232001, Anhui, China;School of Public Health, Anhui University of Science and Technology, Hefei 232001, Anhui, China;Key Laboratory of Industrial Dust Prevention and Control, Occupational Safety and Health, Ministry of Education, Anhui University of Science and Technology, Hefei 232001, Anhui, China;Anhui Institute of Occupational Safety and Health, Anhui University of Science and Technology, Hefei 232001, Anhui, China;Joint Research Center of Occupational Medicine and Health, Institute of Grand Health, Hefei Comprehensive National Science Center, Anhui University of Science and Technology, Hefei 232001, Anhui, China
| | - Xue Zan Huang
- Department of Occupational & Environmental Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, Hubei, China;Key Laboratory of Environment and Health, Ministry of Education & Ministry of Environmental Protection, and State Key Laboratory of Environmental Health (Incubating), School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, Hubei, China
| | - Yu Ding
- The Project was supported by Open Research Grant of Joint National-Local Engineering Research Centre for Safe and Precise Coal Mining, Anhui University of Science and Technology, Hefei 232001, Anhui, China;School of Public Health, Anhui University of Science and Technology, Hefei 232001, Anhui, China;Key Laboratory of Industrial Dust Prevention and Control, Occupational Safety and Health, Ministry of Education, Anhui University of Science and Technology, Hefei 232001, Anhui, China;Anhui Institute of Occupational Safety and Health, Anhui University of Science and Technology, Hefei 232001, Anhui, China;Joint Research Center of Occupational Medicine and Health, Institute of Grand Health, Hefei Comprehensive National Science Center, Anhui University of Science and Technology, Hefei 232001, Anhui, China
| | - Feng Ren Zhu
- The Project was supported by Open Research Grant of Joint National-Local Engineering Research Centre for Safe and Precise Coal Mining, Anhui University of Science and Technology, Hefei 232001, Anhui, China;School of Public Health, Anhui University of Science and Technology, Hefei 232001, Anhui, China;Key Laboratory of Industrial Dust Prevention and Control, Occupational Safety and Health, Ministry of Education, Anhui University of Science and Technology, Hefei 232001, Anhui, China;Anhui Institute of Occupational Safety and Health, Anhui University of Science and Technology, Hefei 232001, Anhui, China;Joint Research Center of Occupational Medicine and Health, Institute of Grand Health, Hefei Comprehensive National Science Center, Anhui University of Science and Technology, Hefei 232001, Anhui, China
| | - Jia Wang
- The Project was supported by Open Research Grant of Joint National-Local Engineering Research Centre for Safe and Precise Coal Mining, Anhui University of Science and Technology, Hefei 232001, Anhui, China;School of Public Health, Anhui University of Science and Technology, Hefei 232001, Anhui, China;Key Laboratory of Industrial Dust Prevention and Control, Occupational Safety and Health, Ministry of Education, Anhui University of Science and Technology, Hefei 232001, Anhui, China;Anhui Institute of Occupational Safety and Health, Anhui University of Science and Technology, Hefei 232001, Anhui, China;Joint Research Center of Occupational Medicine and Health, Institute of Grand Health, Hefei Comprehensive National Science Center, Anhui University of Science and Technology, Hefei 232001, Anhui, China
| | - Yuan Jie Zou
- The Project was supported by Open Research Grant of Joint National-Local Engineering Research Centre for Safe and Precise Coal Mining, Anhui University of Science and Technology, Hefei 232001, Anhui, China;School of Public Health, Anhui University of Science and Technology, Hefei 232001, Anhui, China;Key Laboratory of Industrial Dust Prevention and Control, Occupational Safety and Health, Ministry of Education, Anhui University of Science and Technology, Hefei 232001, Anhui, China;Anhui Institute of Occupational Safety and Health, Anhui University of Science and Technology, Hefei 232001, Anhui, China;Joint Research Center of Occupational Medicine and Health, Institute of Grand Health, Hefei Comprehensive National Science Center, Anhui University of Science and Technology, Hefei 232001, Anhui, China
| | - Yuan Zhen Du
- The Project was supported by Open Research Grant of Joint National-Local Engineering Research Centre for Safe and Precise Coal Mining, Anhui University of Science and Technology, Hefei 232001, Anhui, China;School of Public Health, Anhui University of Science and Technology, Hefei 232001, Anhui, China;Key Laboratory of Industrial Dust Prevention and Control, Occupational Safety and Health, Ministry of Education, Anhui University of Science and Technology, Hefei 232001, Anhui, China;Anhui Institute of Occupational Safety and Health, Anhui University of Science and Technology, Hefei 232001, Anhui, China;Joint Research Center of Occupational Medicine and Health, Institute of Grand Health, Hefei Comprehensive National Science Center, Anhui University of Science and Technology, Hefei 232001, Anhui, China
| | - Ya Jun Zhang
- The Project was supported by Open Research Grant of Joint National-Local Engineering Research Centre for Safe and Precise Coal Mining, Anhui University of Science and Technology, Hefei 232001, Anhui, China;School of Public Health, Anhui University of Science and Technology, Hefei 232001, Anhui, China;Key Laboratory of Industrial Dust Prevention and Control, Occupational Safety and Health, Ministry of Education, Anhui University of Science and Technology, Hefei 232001, Anhui, China;Anhui Institute of Occupational Safety and Health, Anhui University of Science and Technology, Hefei 232001, Anhui, China;Joint Research Center of Occupational Medicine and Health, Institute of Grand Health, Hefei Comprehensive National Science Center, Anhui University of Science and Technology, Hefei 232001, Anhui, China
| | - Zi Wen Hui
- The Project was supported by Open Research Grant of Joint National-Local Engineering Research Centre for Safe and Precise Coal Mining, Anhui University of Science and Technology, Hefei 232001, Anhui, China;School of Public Health, Anhui University of Science and Technology, Hefei 232001, Anhui, China;Key Laboratory of Industrial Dust Prevention and Control, Occupational Safety and Health, Ministry of Education, Anhui University of Science and Technology, Hefei 232001, Anhui, China;Anhui Institute of Occupational Safety and Health, Anhui University of Science and Technology, Hefei 232001, Anhui, China;Joint Research Center of Occupational Medicine and Health, Institute of Grand Health, Hefei Comprehensive National Science Center, Anhui University of Science and Technology, Hefei 232001, Anhui, China
| | - Feng Lin Zhu
- The Project was supported by Open Research Grant of Joint National-Local Engineering Research Centre for Safe and Precise Coal Mining, Anhui University of Science and Technology, Hefei 232001, Anhui, China;School of Public Health, Anhui University of Science and Technology, Hefei 232001, Anhui, China;Key Laboratory of Industrial Dust Prevention and Control, Occupational Safety and Health, Ministry of Education, Anhui University of Science and Technology, Hefei 232001, Anhui, China;Anhui Institute of Occupational Safety and Health, Anhui University of Science and Technology, Hefei 232001, Anhui, China;Joint Research Center of Occupational Medicine and Health, Institute of Grand Health, Hefei Comprehensive National Science Center, Anhui University of Science and Technology, Hefei 232001, Anhui, China
| | - Min Mu
- The Project was supported by Open Research Grant of Joint National-Local Engineering Research Centre for Safe and Precise Coal Mining, Anhui University of Science and Technology, Hefei 232001, Anhui, China;School of Public Health, Anhui University of Science and Technology, Hefei 232001, Anhui, China;Key Laboratory of Industrial Dust Prevention and Control, Occupational Safety and Health, Ministry of Education, Anhui University of Science and Technology, Hefei 232001, Anhui, China;Anhui Institute of Occupational Safety and Health, Anhui University of Science and Technology, Hefei 232001, Anhui, China;Joint Research Center of Occupational Medicine and Health, Institute of Grand Health, Hefei Comprehensive National Science Center, Anhui University of Science and Technology, Hefei 232001, Anhui, China
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Tian MR, Yang PY, Yue TT, Li MY, Zhang YJ, Zhang MX, Zhang LM, Yan YR, Hu ZL, Du YZ, Li YY, Jin FY. [A predictive model based on risk factors for early mortality in patients with newly diagnosed multiple myeloma]. Zhonghua Xue Ye Xue Za Zhi 2021; 42:666-672. [PMID: 34547873 PMCID: PMC8501273 DOI: 10.3760/cma.j.issn.0253-2727.2021.08.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
目的 分析影响初治多发性骨髓瘤(NDMM)患者早期死亡(EM)的因素,建立其预测模型,以期识别EM风险。 方法 回顾性分析2009年5月至2017年1月吉林大学白求恩第一医院收治的275例NDMM患者,对6个月(EM6)、12个月(EM12)及24个月(EM24)内死亡患者初诊时基线特征进行单因素分析,并根据多因素分析结果建立EM的预测模型。 结果 本研究中EM6、EM12及EM24的发生率分别是5.5%、12.7%和30.2%;最常见的死亡原因为疾病复发/进展,在EM6、EM12及EM24中分别占60.0%、77.1%及84.3%。影响EM6的因素包括经白蛋白校正的血清钙(校正钙)>2.75 mmol/L和PLT<100×109/L;影响EM12的因素包括年龄>75岁、国际分期系统(ISS) Ⅲ期、修订版国际分期系统(R-ISS) Ⅲ期、校正钙>2.75 mmol/L、血清肌酐>177 µmol/L、PLT<100×109/L及骨髓浆细胞比例≥60%;影响EM24的因素中,除上述影响EM12的因素外,还包括男性和染色体核型1q+。多因素分析尚未发现EM6和EM12的独立预后因素。在EM24的多因素分析中,年龄>75岁、PLT<100×109/L和染色体核型1q+是EM24的独立预后因素。根据Logistic回归系数赋分:年龄>75岁:1分;PLT<100×109/L:2分;染色体核型1q+:1分,建立EM24预测模型,ROC曲线下面积为0.709(95%CI 0.626~0.793)。积分≥3分的患者24个月内死亡风险是0~2分患者的26倍,积分0~4分的NDMM患者中位总生存期分别为59、41、22、17.5及16个月(P<0.001)。 结论 年龄>75岁、PLT<100×109/L和染色体核型1q+为EM24的独立预后因素,依据上述变量构建的EM24预测模型有助于识别EM风险和预测生存,具有较好标准度与区分度。
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Affiliation(s)
- M R Tian
- Department of Hematology, the First Hospital of Jilin University, Changchun 130021, China
| | - P Y Yang
- Department of Hematology, the First Hospital of Jilin University, Changchun 130021, China
| | - T T Yue
- Department of Hematology, the First Hospital of Jilin University, Changchun 130021, China
| | - M Y Li
- Department of Hematology, the First Hospital of Jilin University, Changchun 130021, China
| | - Y J Zhang
- Department of Hematology, the First Hospital of Jilin University, Changchun 130021, China
| | - M X Zhang
- Department of Hematology, the First Hospital of Jilin University, Changchun 130021, China
| | - L M Zhang
- Department of Hematology, the First Hospital of Jilin University, Changchun 130021, China
| | - Y R Yan
- Department of Hematology, the First Hospital of Jilin University, Changchun 130021, China
| | - Z L Hu
- Department of Hematology, the First Hospital of Jilin University, Changchun 130021, China
| | - Y Z Du
- Department of Hematology, the First Hospital of Jilin University, Changchun 130021, China
| | - Y Y Li
- Department of Hematology, the First Hospital of Jilin University, Changchun 130021, China
| | - F Y Jin
- Department of Hematology, the First Hospital of Jilin University, Changchun 130021, China
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Xu SF, Wu Q, Zhang BB, Li H, Xu YS, Du YZ, Wei LX, Liu J. Comparison of mercury sulfides with mercury chloride and methylmercury on hepatic P450, phase-2 and transporter gene expression in mice. J Trace Elem Med Biol 2016; 37:37-43. [PMID: 27473830 DOI: 10.1016/j.jtemb.2016.06.006] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/22/2016] [Revised: 05/02/2016] [Accepted: 06/06/2016] [Indexed: 12/25/2022]
Abstract
Zuotai (mainly β-HgS) and Zhusha (also called as cinnabar, mainly α-HgS) are used in traditional medicines in combination with herbs or even drugs in the treatment of various disorders, while mercury chloride (HgCl2) and methylmercury (MeHg) do not have known medical values but are highly toxic. This study aimed to compare the effects of mercury sulfides with HgCl2 and MeHg on hepatic drug processing gene expression. Mice were orally administrated with Zuotai (β-HgS, 30mg/kg), α-HgS (HgS, 30mg/kg), HgCl2 (33.6mg/kg), or MeHg (3.1mg/kg) for 7days, and the expression of genes related to phase-1 drug metabolism (P450), phase-2 conjugation, and phase-3 (transporters) genes were examined. The mercurials at the dose and duration used in the study did not have significant effects on the expression of cytochrome P450 1-4 family genes and the corresponding nuclear receptors, except for a slight increase in PPARα and Cyp4a10 by HgCl2. The expressions of UDP-glucuronosyltransferase and sulfotransferase were increased by HgCl2 and MeHg, but not by Zuotai and HgS. HgCl2 decreased the expression of organic anion transporter (Oatp1a1), but increased Oatp1a4. Both HgCl2 and MeHg increased the expression of multidrug resistance-associated protein genes (Mrp1, Mrp2, Mrp3, and Mrp4). Zuotai and HgS had little effects on these transporter genes. In conclusion, Zuotai and HgS are different from HgCl2 and MeHg in hepatic drug processing gene expression; suggesting that chemical forms of mercury not only affect their disposition and toxicity, but also affect their effects on the expression of hepatic drug processing genes.
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Affiliation(s)
- S F Xu
- Key Laboratory for Basic Pharmacology of Ministry of Education, Zunyi Medical College, Zunyi, China
| | - Q Wu
- Key Laboratory for Basic Pharmacology of Ministry of Education, Zunyi Medical College, Zunyi, China
| | - B B Zhang
- Key Laboratory for Basic Pharmacology of Ministry of Education, Zunyi Medical College, Zunyi, China
| | - H Li
- Key Laboratory for Basic Pharmacology of Ministry of Education, Zunyi Medical College, Zunyi, China
| | - Y S Xu
- Key Laboratory for Basic Pharmacology of Ministry of Education, Zunyi Medical College, Zunyi, China
| | - Y Z Du
- Northwest Plateau Institute of biology of Chinese Academy of Sciences, Xining, China
| | - L X Wei
- Northwest Plateau Institute of biology of Chinese Academy of Sciences, Xining, China
| | - J Liu
- Key Laboratory for Basic Pharmacology of Ministry of Education, Zunyi Medical College, Zunyi, China.
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