2.Application of Correspondence Analysis in the Analysis of Accidental Death of Chinese Residents.
Tie Shan YANG ; Zhao Xing LAN ; Zhi Yuan AN
Journal of Forensic Medicine 2021;37(4):533-538
Objective To study the preference relation between residence, sex, age and causes of accidental death of Chinese residents. Methods In this study, 72 residence-sex-age groups and 8 causes of accidental death were qualitatively and quantitatively analyzed by correspondence analysis using the official statistical yearbook issued from 2014 to 2018, and the preference values were calculated. Results Among the 576 pairs of correspondences between the residence-sex-age groups and causes of accidental death, 352 pairs (61.11%) showed a preference relation (preference value>0). In terms of residence and sex, accidental death preference among Chinese residents was higher in rural areas than in urban areas, and males were higher than females. In terms of the causes of accidental death, the overall risk of accidental mechanical asphyxia and motor vehicle accidents was the highest among all age groups of Chinese residents. In terms of age, with the increase of age, the preference value of accidental death of Chinese residents showed a trend of first increasing and then decreasing. The comparative analysis results of the preference values of various causes of accidental death in different age groups showed that motor vehicle traffic accidents, accidental poisoning, death by crush and electric shock were more likely to occur in the working age group between 20 and 59 years old, accidental fall and fire were more likely to occur in the elderly group over 80 years old, and drowning and accidental mechanical asphyxia were more likely to occur in the minor group between 1 and 19 years old. Conclusion There are different preference relations between residence-sex-age groups and causes of accidental death in China. Therefore, effective control strategies and measures should be formulated for Chinese residents with preference for accidental death.
Accidental Falls
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Accidents, Traffic
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Adult
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Aged
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Asphyxia/etiology*
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China/epidemiology*
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Drowning
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Female
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Humans
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Male
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Middle Aged
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Young Adult
3.In vitro effects of tacrolimus on platelet function.
Chunwei DU ; Xiujuan WANG ; Lili ZHAO ; Kesheng DAI
Chinese Journal of Hematology 2014;35(10):905-908
OBJECTIVETo investigate the in vitro effects of immune inhibitor tacrolimus on platelet function.
METHODSFresh venous blood was collected from healthy volunteers at ages of 18-25 years old, who are not taking antiplatelet drugs within two weeks. The platelets were isolated from the blood and incubated with different concentrations of tacrolimus (0.06, 0.6, 6, 60, 120, 240 μmol/L) at 37 °C for 2 hours, and then the changes of mitochondrial membrane potential and P-selection of platelets were detected by flow cytometry, the expression of apoptosis related protein by Western Blot, and the change of the platelet aggregation function by platelet aggregation analyzer.
RESULTSTacrolimus at concentration of 0.06 μmol/L could promote collagen induced platelet aggregation, inhibit thrombin induced platelet aggregation, have no effect on ristocetin and vWF induced platelet aggregation function. Tacrolimus at concentration of 120 μmol/L and 240 μmol/L could reduce the platelet mitochondrial membrane potential and induce the expression of apoptosis protein caspase-3.
CONCLUSIONIn vitro experimental results showed that high concentration of tacrolimus could lead to platelet apoptosis. But the current therapeutic dose of tacrolimus at 0.06 μmol/L (which is equivalent to 50 ng/ml blood concentration) could have different effects on platelet aggregation function according to different stimulating agents.
Adolescent ; Adult ; Blood Coagulation Tests ; Blood Platelets ; drug effects ; Caspase 3 ; Humans ; In Vitro Techniques ; Platelet Aggregation ; Tacrolimus ; pharmacology ; Thrombin ; Young Adult
4.Study of reactive oxygen species on the regulation of platelet apoptosis.
Xiujuan WANG ; Pingping ZHANG ; Lili ZHAO ; Yu TU ; Kesheng DAI
Chinese Journal of Hematology 2014;35(6):511-514
OBJECTIVETo study the effect of reactive oxygen species (ROS) on the regulation of platelet apoptosis.
METHODSWashed healthy human platelets were pre-incubated with N-caetyl-Lcysteine (NAC), and then stimulated with dibucaine or thrombin. The production of ROS and depolarization of mitochondrial membrane potential (∆ ψm) were detected by flow cytometry. The activation of caspase-3 and expression of Bcl-xL were analyzed by Western blot.
RESULTS(1)The average ROS fluorescence value of NAC+dibucaine group was lower than that of dibucaine group(0.66 ± 0.11 vs 1.06 ± 0.08, P<0.01), while that of NAC+thrombin group was also lower than that of thrombin group(0.45 ± 0.05 vs 0.71 ± 0.11, P=0.001). (2)The percentage of platelets with normal ∆ψm in NAC+Dibucaine group was higher than that of dibucaine group[(86.30 ± 9.37)% vs (13.52 ± 3.01)%, P=0.000], while that of NAC+thrombin group was also higher than that of thrombin group[(93.00 ± 3.03)% vs (76.58 ± 5.28)%, P=0.000]. (3)Fragmentation generated by caspase-3 activation in dibucaine group was much more than that in DMSO control group, while the fragmentation in NAC+dibucaine group was significantly decreased. (4)The expression of anti-apoptosis protein Bcl-xL of NAC+dibucaine group was significantly higher than that of the dibucaine group, while that of NAC+thrombin group was also higher than that of thrombin group.
CONCLUSIONThrough the regulation of ROS, NAC could inhibit the platelet apoptosis induced by dibucaine or thrombin.
Acetylcysteine ; pharmacology ; Apoptosis ; drug effects ; physiology ; Blood Platelets ; drug effects ; metabolism ; physiology ; Caspase 3 ; metabolism ; Dibucaine ; pharmacology ; Humans ; Membrane Potential, Mitochondrial ; physiology ; Reactive Oxygen Species ; metabolism ; Thrombin ; pharmacology ; bcl-X Protein ; metabolism
5.Preparation and identification of polyclonal antibodies against Moraxella catarrhalis UspA1.
Hui WANG ; Bo YANG ; Kesheng ZHAO ; Jiaji LI ; Xin LI ; Mengmeng KONG ; Chunjie GONG ; Yi WANG ; Ye TAO ; Qiu ZHANG ; Zheng HU
Chinese Journal of Biotechnology 2018;34(1):102-109
To prepare polyclonal antibodies (PcAb) against UspA1 of Moraxella catarrhalis (Mc), we used bioinformatic analysis to determine the surface exposed region in this protein that holds the antigen epitopes. Then the corresponding coding sequences for this fragment was artificially synthesized according to the codon usage of Escherichia coli. The gene fragment was then subcloned into the prokaryotic expression vector pET-28a(+) and expressed in E. coli rosseta (DE3), and then the recombinant UspA1-His proteins were purified. Two New Zealand white rabbits were immunized with this protein to prepare antiserum. The resulting PcAb was then purified from the antiserum with Protein A affinity column. The results of fluorescence antibody assay, enzyme linked immunosorbent assay and Western blotting analysis showed that the PcAb could specifically recognize the surface exposed region of UspA1 on Mc. The preparation of the PcAb laid a foundation of further development of rapid detection technique for M. catarrhalis.
6.Sex Estimation of Medial Aspect of the Ischiopubic Ramus in Adults Based on Deep Learning.
Yong-Gang MA ; Yong-Jie CAO ; Yi-Hua ZHAO ; Xin-Jun ZHOU ; Bin HUANG ; Gao-Chao ZHANG ; Ping HUANG ; Ya-Hui WANG ; Kai-Jun MA ; Feng CHEN ; Dong-Chuan ZHANG ; Ji ZHANG
Journal of Forensic Medicine 2023;39(2):129-136
OBJECTIVES:
To investigate the reliability and accuracy of deep learning technology in automatic sex estimation using the 3D reconstructed images of the computed tomography (CT) from the Chinese Han population.
METHODS:
The pelvic CT images of 700 individuals (350 males and 350 females) of the Chinese Han population aged 20 to 85 years were collected and reconstructed into 3D virtual skeletal models. The feature region images of the medial aspect of the ischiopubic ramus (MIPR) were intercepted. The Inception v4 was adopted as the image recognition model, and two methods of initial learning and transfer learning were used for training. Eighty percent of the individuals' images were randomly selected as the training and validation dataset, and the remaining were used as the test dataset. The left and right sides of the MIPR images were trained separately and combinedly. Subsequently, the models' performance was evaluated by overall accuracy, female accuracy, male accuracy, etc.
RESULTS:
When both sides of the MIPR images were trained separately with initial learning, the overall accuracy of the right model was 95.7%, the female accuracy and male accuracy were both 95.7%; the overall accuracy of the left model was 92.1%, the female accuracy was 88.6% and the male accuracy was 95.7%. When the left and right MIPR images were combined to train with initial learning, the overall accuracy of the model was 94.6%, the female accuracy was 92.1% and the male accuracy was 97.1%. When the left and right MIPR images were combined to train with transfer learning, the model achieved an overall accuracy of 95.7%, and the female and male accuracies were both 95.7%.
CONCLUSIONS
The use of deep learning model of Inception v4 and transfer learning algorithm to construct a sex estimation model for pelvic MIPR images of Chinese Han population has high accuracy and well generalizability in human remains, which can effectively estimate the sex in adults.
Adult
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Female
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Humans
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Male
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Deep Learning
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Imaging, Three-Dimensional
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Pelvis
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Reproducibility of Results
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Tomography, X-Ray Computed
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Young Adult
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Middle Aged
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Aged
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Aged, 80 and over