1.Research progress in controlled attenuation parameter for assessment of fatty liver disease
Journal of Clinical Hepatology 2015;31(5):806-809
Controlled attenuation parameter (CAP)is a noninvasive,quantitative,fast,and reliable novel tool for the assessment of fatty liver disease (FLD),and it has been a hotspot in the noninvasive diagnosis of FLD.This paper introduces factors associated with CAP asses-sing FLD,the cut -off value for the diagnosis of liver steatosis,and the causes of the failure of CAP measurement and unreliable CAP meas-urement.The paper believes that even though the noninvasive and quantitative diagnosis of FLD by CAP has been confirmed by many stud-ies,most of the results were obtained with a limited sample size.Therefore,the factors associated with the cut -off value for CAP diagnosing liver steatosis and factors influencing the measurement results still need validation with larger samples and multi -centered research reports.
2.Disease Diagnosis Based on Deep Learning
Jiafa LU ; Guoming ZHANG ; Anqi CHEN
Journal of Medical Informatics 2017;38(4):39-43
The paper takes heart disease dataset of UCI as experimental data,carries out disease diagnosis and calssification based on the deep learning technology of machine learning,compares with Random Forest (RF),Support Vector Machine (SVM) and Neural Network (NN) classification,and indicates that the Deep Learning (DL) technology is of great potential and important value for exploration of medical big data.
3.Effect of sequential suture and adhesion on craniomaxillofacial skin contusion and laceration
Zhaofeng LU ; Yitong ZHU ; Yaqiong WANG ; Jiafa YANG ; Ruoyu LU ; Hairong LI ; Mengjia LIU
Chinese Journal of Medical Aesthetics and Cosmetology 2022;28(5):368-371
Objective:To investigate the effect of sequential suture and adhesion on craniomaxillofacial skin contusion and laceration.Methods:A total of 189 patients with craniomaxillofacial skin contusion and laceration (CMFSCL) were randomly divided into three groups: 66 cases in SSA group, 63 cases in CS group and 60 cases in TS group. Operation time, visual analogue scale (VAS), Vancouver scar scale (VSS) and adverse reactions incidence were compared and analyzed between the three groups. Effect and satisfactory scale were evaluated.Results:Operation time in SSA group (10.67±1.26) min was significantly less than that in CS (18.91±1.38) min and TS group (17.96±1.43) min ( P<0.05). VAS in SSA group 24 h post-operation (3.11±1.01) was significantly lower than that in CS and TS group ( P<0.05). VSS in SSA group 6 months post-operation (1.18±0.21) was significantly lower than that in CS (3.78±1.01) ( P<0.05) and TS group (5.98±1.06) ( P<0.01). Total effective rate of SSA group (96.5%) was significantly higher than that in CS (85.7%) ( P<0.05) and TS group (56.1%) ( P<0.01); total effective rate in CS group was significantly higher than that in TS group ( P<0.05). Infection and dehiscence rates in SSA group were lower than those in CS and TS group ( P<0.01). Satisfactory rate of SSA group (99%) was significantly higher than that of CS (89.1%) and TS group (71.3%) ( P<0.05); the satisfactory rate of CS group was significantly higher than that of TS group ( P<0.05). Conclusions:Sequential suture and adhesion technique is simple and effective for craniomaxillofacial skin contusion and laceration, which is worthy of clinical promotion.
4.Effect and mechanism of ammonium pyrrolidine dithiocarbamate on neuroinflammation in rats with traumatic brain injury
Jiafa YANG ; Zhaofeng LU ; Yaqiong WANG ; Ruoyu LU ; Hairong LI ; Mengjia LIU
Journal of Xinxiang Medical College 2024;41(7):631-639
Objective To investigate the effect and mechanism of ammonium pyrrolidine dithiocarbamate(PDTC)on neuroinflammatory injury in the penumbra of traumatic brain injury(TBI)in rats.Methods Sixty Sprague Dawley rats were divided into the PDTC group,TBI group,sham operation group and control group according to the random number table method,with 15 rats in each group.Rats in the PDTC group were intraperitoneally injected with PDTC(100 mg·kg-1)at 15 minutes before surgery;while the rats in the TBI group,sham operation group,and control group were intraperitoneally injected with the same volume of double distilled water.After the cranial window of rats in the TBI group and PDTC group was created,a 2.5 g steel rod with an inner diameter of 6.0 mm was dropped freely from a height of 75 cm through a transparent polyvinyl chloride tube with an inner diameter of 7.0 mm to impact the dura mater and induce right parietal lobe contusion and laceration to establish the TBI model;rats in the sham operation group were sealed with bone wax after the cranial window creation,without any impact applied;rats in the control group were raised under normal conditions.The modified neurological severity score(mNSS)was used to evaluate the degree of neurobehavioral damage in rats in each group at 1,4 and 7 days after modeling.At 2 days after modeling,5 rats in each group were decapitated,and brain tissues were taken for hematoxylin & eosin(HE)staining,and morphological changes of the brain tissues were observed under an optical microscope.The expressions of β-amyloid precursor protein(β-APP)and glial fibrillary acidic protein(GFAP)in the brain tissues of rats in each group were detected by immunohistochemical staining.At 24 hours after modeling,5 rats in each group were decapitated,and the right injured penumbra tissues were obtained;the expressions of nuclear transcription factor-κB(NF-κB)P65,phosphorylated NF-κB P65,inhibitor of NF-κB(IκB),phosphorylated IKB,NOD-like receptor protein 3(NLRP3)and caspase-1 protein in the right injured penumbra tissue of rats in each group were detected by Western blot,and the expressions of NF-κB P65,IκB,NLRP3 and caspase-1 mRNA in the right injured penumbra tissue of rats in each group were determined by real-time quantitative polymerase chain reaction.Results At 1,4,and 7 days after modeling,the mNSS scores of rats in the TBI group were signifi-cantly higher than those in the PDTC group,control group and sham operation group.The mNSS scores of rats in the PDTC group were significantly higher than those in the control group and sham operation group(P<0.05);there was no statistically significant difference in mNSS scores between the sham operation group and the control group(P>0.05).The neurons and neurogliocyte of rats in the control group and the sham operation group exhibited normal morphology,without swelling and wide-ning of intercellular space.Diffuse hemorrhagic changes were observed in the brain tissues of rats in the TBI group,with different morphologies of neuronal cell body,unclear cell membrane and cytoplasm,pyknosis of cell nuclei,often triangular shape,disappearance of normal structure and nucleoli,and diffuse white blood cells and red blood cells filling the field of vision.The lesion surrounding area of rats in the PDTC group showed ischemic changes,with mild shrinkage of neuronal volume,a uniform light red color,karyopyknosis,nuclear-cytoplasmic dissociation,disappearance of normal structure and nucleoli,and localization of neuroinflammation.There was no significant expression of β-APP and GFAP in the cerebral cortex of rats in the control group and the sham operation group,while the accumulation of β-APP and GFAP in neuronal serosae and/or axons was observed in the brain tissues of rats in the TBI group and the PDTC group.Compared with the TBI group,a decrease in the number and the expression intensity of β-APP and GFAP-positive stained neuronal cells in the cerebral cortex of rats was observed in the PDTC group.The relative expression of NF-κB P65 protein in the brain tissues of rats in the sham operation group,TBI group and PDTC group was significantly higher than that in the control group,and the relative expression of NF-κB P65 protein in the brain tissues of rats in the PDTC group was significantly higher than that in the TBI group(P<0.05).The relative expression of phosphorylated NF-κB P65 protein in the brain tissues of rats in the PDTC group and the sham operation group was significantly lower than that in the control group,the relative expression of phosphorylated NF-κB P65 protein in the brain tissues of rats in the TBI group was significantly higher than that in the control group and the sham operation group,and the relative expression of phosphorylated NF-κB P65 protein in the brain tissues of rats in the PDTC group was significantly lower than that in both TBI group and sham operation group(P<0.05).There was no significant difference in the relative expression of IκB protein in the brain tissues of rats between the sham operation group and the control group(P>0.05);the relative expression of IκB protein in the brain tissues of rats in the TBI group was significantly higher than that in the control group,and the relative expression of IκB protein in the brain tissues of rats in the PDTC group was significantly lower than that in the control group,sham operation group,and TBI group(P<0.05).The relative expression of phosphorylated IκB protein in the brain tissues of rats in the TBI group was significantly lower than that in the control group and the sham operation group,and the relative expression of phosphorylated IκB protein in the brain tissues of rats in the PDTC group was significantly higher than that in the TBI group(P<0.05).The relative expression of NLRP3 protein in the brain tissues of rats in the sham opera-tion group was significantly higher than that in the control group,the relative expression of NLRP3 protein in the brain tissues of rats in the TBI group and the PDTC group was significantly lower than that in the sham operation group and the control group,and the relative expression of NLRP3 protein in the brain tissues of rats in the TBI group was significantly lower than that in the PDTC group(P<0.05).The relative expression of caspase-1 protein in the brain tissues of rats in the sham opera-tion group,PDTC group,and TBI group was significantly higher than that in the control group,and the relative expression of caspase-1 protein in the brain tissues of rats in the PDTC group was significantly lower than that in the TBI group(P<0.05).The relative expression of NF-κB P65 mRNA in the brain tissues of rats in the PDTC group,TBI group,and sham operation group was significantly higher than that in the control group,the relative expression of NF-κB P65 mRNA in the brain tissues of rats in the PDTC group and TBI group was significantly higher than that in the sham operation group,and the relative expres-sion of NF-κB P65 mRNA in the brain tissues of rats in the PDTC group was significantly lower than that in the TBI group(P<0.05).The relative expression of IκB mRNA in the brain tissues of rats in the PDTC group and TBI group were signifi-cantly higher than that in the control group,and the expression of IκB mRNA in the brain tissues of rats in the sham operation group was significantly lower than that in the control group(P<0.05).The relative expression of IκB mRNA in the brain tis-sues of rats in the PDTC group and TBI group was significantly higher than that in the sham operation group,and the relative expression of IκB mRNA in the brain tissues of rats in the PDTC group was significantly lower than that in the TBI group(P<0.05).The relative expression of NLRP3 mRNA in the brain tissues of rats in the PDTC group and TBI group was significantly higher than that in the control group,the relative expression of NLRP3 mRNA in the brain tissues of rats in the sham operation group was significantly lower than that in the control group,the relative expression of NLRP3 mRNA in the brain tissues of rats in the PDTC group and TBI group was significantly higher than that in the sham operation group,and the relative expression of NLRP3 mRNA in the brain tissues of rats in the PDTC group was significantly lower than that in the TBI group(P<0.05).The relative expression of caspase-1 mRNA in the brain tissues of rats in the sham operation group,TBI group,and PDTC group was significantly lower than that in the control group,the relative expression of caspase-1 mRNA in the brain tissues of rats in the TBI group and PDTC group was significantly higher than that in the sham operation group(P<0.05).Conclusion PDTC can effectively improve neural functional deficit score and reduce neuroinflammatory injury in TBI rats,the mechanism of which may be related to regulating mRNA and protein expression of NF-κB/NLRP3 axis-related inflammatory injury indicators and regulating downstream inflammatory factors.
5.Strategy research and analysis on 10 590 cases of invalid ambulance attendance in prehospital emergency care in Nanshan District of Shenzhen from 2014 to 2018
Jiafa LU ; Min SHU ; Jinglan WU ; Xiaofei LUO ; Yougong HE ; Jiqing SHEN ; Wei HAN ; Ming HAN ; Xuedong SUN
Chinese Critical Care Medicine 2020;32(8):1003-1007
Objective:To provide a scientific basis for reducing the rate of invalid ambulance attendance and the establishment of grades dispatch system through a retrospective analysis of the invalid ambulance attendance in prehospital emergency care.Methods:The data of the invalid ambulance attendance was collected in Huazhong University of Science and Technology Union Shenzhen Hospital (the only tertiary hospital of in Nanshan District) from 2014 to 2018, and the reasons of the invalid ambulance attendance, the time period during the invalid ambulance attendance occurred (every 3 hours was divided into one time period), and the reasons of ambulance calling were statistically analyzed.Results:① The invalid ambulance attendance rates showed a fluctuating decrease trend year by year from 2014 to 2018, the rates were 31.22% (2 515/8 055), 26.94% (2 147/7 970), 29.80% (2 398/8 046), 25.69% (1 844/7 177) and 21.89% (1 686/7 703), respectively. The total invalid ambulance attendance rate was 27.19% (10 590/38 951) in the five years. ② The top three reasons for the invalid ambulance attendance were cancelled calls, departure before the ambulance arrived, and going to hospital by themselves, accounting for 36.87%, 25.08%, and 17.03%, respectively. The constituent ratios of the causes of invalid ambulance attendance in each year were different with statistical significance (χ 2 = 217.626, P < 0.001). ③ The top three time period of invalid ambulance attendance occurred at 21:00-23:59, 18:00-20:59 and 09:00-11:59, accounting for 16.86%, 14.95% and 13.54%, respectively. There was no statistical significance in the distribution of time period in each year (χ 2 = 32.571, P = 0.252). ④ The top five reasons for ambulance calling of invalid ambulance attendance were fainting/syncope, trauma, alcoholism, traffic accident injuries, and brawls, accounting for 20.13%, 15.67%, 9.97%, 8.64%, and 6.45%, respectively, and there was statistically significant difference in the distribution of the reason for ambulance calls in each year (χ 2 = 194.213, P < 0.001). Conclusion:The invalid ambulance attendance rate is high in Nanshan District of Shenzhen. Improving the professional level and triage ability of the dispatchers, improving the system construction of prehospital emergency care system and increasing social education are conducive to reduce invalid ambulance attendance rate.