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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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Ding F, Guo XG, Song WY, Fan R, Zhao CF, Mao KY, Zhang ZW, Peng PY, Lin H, Dong WG, Qian TJ, Yang ZH, Zou YJ. Infestation and distribution of chigger mites on Brown rat (Rattus norvegicus) in Yunnan Province, Southwest China. Trop Biomed 2021; 38:111-121. [PMID: 33797533 DOI: 10.47665/tb.38.1.020] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Chigger mites is a group of arthropods and some of them are vectors of scrub typhus. As a common synanthropic rodent species, the Brown rat (Rattus norvegicus) often harbors lots of ectoparasites including chigger mites. According to some "data mining" strategies, the present study took the advantage of the abundant original data from a long-term field ecological investigation between 2001 and 2015 to make a detailed analysis of chigger mites on R. norvegicus in Yunnan Province, Southwest of China. From 18 of 33 investigated counties, only 1414 chigger mites were collected from 1113 Brown rats with relatively low infestations. The 1414 individual chigger mites were identified as comprising 61 species, 11 genera and 2 subfamilies of the family Trombiculidae with a high species diversity (S=61, H'=3.13). Of 61 mite species, there were four main species, Walchia ewingi, Ascoschoengastia indica, W. koi and A. rattinorvegici, which accounted for 44.41% of the total mites. All the chigger mites were of aggregated distribution among different individuals of R. norvegicus. The Brown rats in the outdoor habitats harbored much more individuals and species of chigger mites with a higher mean abundance (MA=1.46) and mean intensity (MI=12.53) than in the indoor habitats (P<0.05). The overall infestation of the rats was significantly higher in the mountainous landscapes than in the flatland landscapes (P<0.001). The species similarity (Css) of the mites on the male and female rats reached 64.44% with sex biased infestations. The male rats harbored more species and individuals of the mites than the female rats. The adult rats harbored more species and individuals of the mites than the juvenile rats. The species abundance distribution of the mites was successfully fitted by Preston's lognormal model with ŝ(R)=15e-[0.31(R-1)]2 (α=0.31, R2=0.95). On the basis of fitting the theoretical curve by Preston's model, the total mite species on R. norvegicus was estimated to be 86 species, and 25 rare mite species were missed in the sampling field investigation. The curve tendency of the species-plot relationship indicates that R. norvegicus have a great potential to harbor many species of chigger mites, and more species of the mites would be collected if more rats are sampled.
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Affiliation(s)
- F Ding
- Institute of Pathogens and Vectors, Yunnan Provincial Key Laboratory for Zoonosis Control and Prevention, Dali University, Dali, Yunnan, 671000, China
| | - X G Guo
- Institute of Pathogens and Vectors, Yunnan Provincial Key Laboratory for Zoonosis Control and Prevention, Dali University, Dali, Yunnan, 671000, China
| | - W Y Song
- Institute of Pathogens and Vectors, Yunnan Provincial Key Laboratory for Zoonosis Control and Prevention, Dali University, Dali, Yunnan, 671000, China
| | - R Fan
- Institute of Pathogens and Vectors, Yunnan Provincial Key Laboratory for Zoonosis Control and Prevention, Dali University, Dali, Yunnan, 671000, China
| | - C F Zhao
- Institute of Pathogens and Vectors, Yunnan Provincial Key Laboratory for Zoonosis Control and Prevention, Dali University, Dali, Yunnan, 671000, China
| | - K Y Mao
- Institute of Pathogens and Vectors, Yunnan Provincial Key Laboratory for Zoonosis Control and Prevention, Dali University, Dali, Yunnan, 671000, China
| | - Z W Zhang
- Institute of Pathogens and Vectors, Yunnan Provincial Key Laboratory for Zoonosis Control and Prevention, Dali University, Dali, Yunnan, 671000, China
| | - P Y Peng
- Institute of Pathogens and Vectors, Yunnan Provincial Key Laboratory for Zoonosis Control and Prevention, Dali University, Dali, Yunnan, 671000, China
| | - H Lin
- Institute of Pathogens and Vectors, Yunnan Provincial Key Laboratory for Zoonosis Control and Prevention, Dali University, Dali, Yunnan, 671000, China
| | - W G Dong
- Institute of Pathogens and Vectors, Yunnan Provincial Key Laboratory for Zoonosis Control and Prevention, Dali University, Dali, Yunnan, 671000, China
| | - T J Qian
- Institute of Pathogens and Vectors, Yunnan Provincial Key Laboratory for Zoonosis Control and Prevention, Dali University, Dali, Yunnan, 671000, China
| | - Z H Yang
- Institute of Pathogens and Vectors, Yunnan Provincial Key Laboratory for Zoonosis Control and Prevention, Dali University, Dali, Yunnan, 671000, China
| | - Y J Zou
- Institute of Pathogens and Vectors, Yunnan Provincial Key Laboratory for Zoonosis Control and Prevention, Dali University, Dali, Yunnan, 671000, China
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