1.Consistency evaluation of antinuclear antibody indirect immunofluorescence kit
Xiupan GAO ; Zhaoxing CHEN ; Junxiang ZENG ; Limei GAO ; Youyou YU ; Xiujun PAN
Chinese Journal of Clinical Laboratory Science 2024;42(11):816-820
Objective To evaluate the agreement of four common HEp-2 indirect immunofluorescence assay(IFA)kits in the patients with antinuclear antibody(ANA)-associated rheumatic immune diseases(AARD)and the patients with non-autoimmune diseases(NAD).Methods The experiment in this study included two stages.In stage 1,the serum samples were randomly selected from 134 patients,and ANAs were detected by IFA at Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine from Janu-ary to June 2023.All of the samples were tested using four kinds of HEp-2 IFA kits,and the consistency of qualitative results was eval-uated by statistical analysis.The kit exhibited highest positive rate was defined as Kit X.In the stageⅡ,a total of 554 serum samples(from 218 AARD and 336 NAD patients)with positive results detected by initial screening of reagent X were selected during the same period,and then the samples were tested by the other three HEp-2 IFA kits.The patterns and titers of ANA were recorded,and a semi-quantitative evaluation system was established.The reproducibility of different patterns of ANA and the consistency of the results among varying clinical characteristics,fluorescence reaction intensities and positive reaction sites in nucleus was statistically analyzed.Results There were no significant differences of qualitative results among the results from four kits(P>0.05).The highest positive rate ap-peared in the kit m(45.86%)which was deemed as the initial screening kit X.Significant differences in the consistency of ANA pat-terns were observed.The reproducibility scores of centromeric pattern and granular pattern were higher than those of homogeneous pat-tern,dense fine speckled pattern,nuclear cytoplasmic mixed pattern and other mixed pattern with significant difference(P<0.05).The reproducibility score of simple pattern was higher than that of mixed patterns(P<0.05).In the nucleoplasmic region,the consistency score of the AARD group was higher than that of NAD group(P<0.01).The consistency scores of each reaction site increased with the rise of the intensity of reaction.In the three reaction parts(nucleoplasm,nucleolus and equatorial plate),the scores between the weak and strong fluorescence reaction intensity groups showed significant differences(P<0.001).The lowest consistency score occurred in cytoplasmic region.Conclusion The clinical interpretation for IFA ANA reports should be more cautious for the results showing weak fluorescence intensity,mixed patterns,and staining positive cytoplasmic sites.For the choice for reagents,the clinical laboratories should be also mindful of the impacts of fluorescent secondary antibodies of anti-human immunoglobulin on the test results.The develop-ment of standardized official guidelines for the manufacture of HEp-2 IFA kits should be crucial initiative for enhancing the consistency of ANA detection and promoting mutual recognition for the results between laboratories.
2.Application of deep learning in immunofluorescence images recognition of antinuclear antibodies
Junxiang ZENG ; Wenqi JIANG ; Jingxu XU ; Yahui AN ; Chencui HUANG ; Xiupan GAO ; Youyou YU ; Xiujun PAN ; Lisong SHEN
Chinese Journal of Laboratory Medicine 2023;46(10):1094-1098
Objective:To develop a prototype artificial intelligence immunofluorescence image recognition system for classification of antinuclear antibodies in order to meet the growing clinical requirements for an automatic readout and classification of immunof luorescence patterns for antinuclear antibody (ANA) images.Methods:Immunofluorescence images with positive results of ANA in Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine from April 2020 to December 2021 were collected. Three senior technicians independently and in parallel interpreted the Immunofluorescence images to determine the ANA results. Then the images were labeled according to the ANA International Consensus on Fluorescence Patterns (ICAP) classification criteria. There were 7 labeled groups: Fine speckled, Coarse speckled, Homogeneous, nucleolar, Centromere, Nuclear dots and Nuclear envelope. Each group was randomly divided into training dataset and validation dataset at a ratio of 9∶1 by using random number table. On the deep learning framework PyTORCH 1.7, the convolutional neural network (CNN) training platform was constructed based on ResNet-34 image classification network, and the automatic ANA recognition system was established. After the model was established, the test set was set up separately, the judgment results of the model were output by ranking the prediction probability, with the results of the 2 senior technicians was taken as "golden standard". Parameters such as accuracy, precision, recall and F1-score were used as indicators to evaluate the performance of the model.Results:A total of 23138 immunofluorescence images were obtained after segmentation and annotation. A total of 7 models were trained, and the effects of different algorithms, image processing and enhancement methods on the model were compared. The ResNet-34 model with the highest accuracy andswas selected as the final model, with the classification accuracy of 93.31%, precision rate of 91%, and recall rate of 90% and F1-score of 91% in the test set. The overall coincidence rate between the model and manual interpretation was 90.05%, and the accuracy of recognition of nucleolus was the highest, with the coincidence rate reaching 100% in the test set.Conclusion:The current AI system developed based on deep learning of the ANA immunofluorescence images in the present study showed the ability to recognize ANA pattern, especially in the common, typical, simple pattern.
3.Diversity and Antiaflatoxigenic Activities of Culturable Filamentous Fungi from Deep-Sea Sediments of the South Atlantic Ocean
Ying ZHOU ; Xiujun GAO ; Cuijuan SHI ; Mengying LI ; Wenwen JIA ; Zongze SHAO ; Peisheng YAN
Mycobiology 2021;49(2):151-160
Despite recent studies, relatively few are known about the diversity of fungal communities in the deep Atlantic Ocean. In this study, we investigated the diversity of fungal communities in 15 different deep-sea sediments from the South Atlantic Ocean with a culturedependent approach followed by phylogenetic analysis of ITS sequences. A total of 29fungal strains were isolated from the 15 deep-sea sediments. These strains belong to four fungal genera, including Aspergillus, Cladosporium, Penicillium, and Alternaria. Penicillium, accounting for 44.8% of the total fungal isolates, was a dominant genus. The antiaflatoxigenic activity of these deep-sea fungal isolates was studied. Surprisingly, most of the strains showed moderate to strong antiaflatoxigenic activity. Four isolates, belonging to species of Penicillium polonicum, Penicillium chrysogenum, Aspergillus versicolor, and Cladosporium cladosporioides, could completely inhibit not only the mycelial growth of Aspergillus parasiticus mutant strain NFRI-95, but also the aflatoxin production. To our knowledge, this is the first report to investigate the antiaflatoxigenic activity of culturable deep-sea fungi. Our results provide new insights into the community composition of fungi in the deep South Atlantic Ocean. The high proportion of strains that displayed antiaflatoxigenic activity demonstrates that deep-sea fungi from the Atlantic Ocean are valuable resources for mining bioactive compounds.
4.Diversity and Antiaflatoxigenic Activities of Culturable Filamentous Fungi from Deep-Sea Sediments of the South Atlantic Ocean
Ying ZHOU ; Xiujun GAO ; Cuijuan SHI ; Mengying LI ; Wenwen JIA ; Zongze SHAO ; Peisheng YAN
Mycobiology 2021;49(2):151-160
Despite recent studies, relatively few are known about the diversity of fungal communities in the deep Atlantic Ocean. In this study, we investigated the diversity of fungal communities in 15 different deep-sea sediments from the South Atlantic Ocean with a culturedependent approach followed by phylogenetic analysis of ITS sequences. A total of 29fungal strains were isolated from the 15 deep-sea sediments. These strains belong to four fungal genera, including Aspergillus, Cladosporium, Penicillium, and Alternaria. Penicillium, accounting for 44.8% of the total fungal isolates, was a dominant genus. The antiaflatoxigenic activity of these deep-sea fungal isolates was studied. Surprisingly, most of the strains showed moderate to strong antiaflatoxigenic activity. Four isolates, belonging to species of Penicillium polonicum, Penicillium chrysogenum, Aspergillus versicolor, and Cladosporium cladosporioides, could completely inhibit not only the mycelial growth of Aspergillus parasiticus mutant strain NFRI-95, but also the aflatoxin production. To our knowledge, this is the first report to investigate the antiaflatoxigenic activity of culturable deep-sea fungi. Our results provide new insights into the community composition of fungi in the deep South Atlantic Ocean. The high proportion of strains that displayed antiaflatoxigenic activity demonstrates that deep-sea fungi from the Atlantic Ocean are valuable resources for mining bioactive compounds.
5.Application of event-related potential in Alzheimer's disease and mild cognitive impairment
Xing PENG ; Hongge LUO ; Changming WANG ; Yan PENG ; Zhihua GAO ; Bo REN ; Chao YANG ; Xiujun ZHANG
Chinese Journal of Behavioral Medicine and Brain Science 2021;30(7):665-670
Alzheimer's disease (AD) is one of the major diseases that harmful to healthy elderly, and mild cognitive impairment (MCI) is the early clinical stage of AD. There is a lag in the clinical diagnosis of both diseases. An objective and reliable auxiliary diagnostic method is urgently needed to provide early diagnosis and differential indicators for AD and MCI, to predict the probability of individuals suffering from AD and MCI transforming into AD, and to reduce the overall incidence of AD and reduce the huge medical and economic burden for the country and society. Event-related potential is widely used in AD and MCI, and the resolution at the millisecond level can truly reflect the time course of cognitive processing and the degree of impairment of cognitive function in patients. In this study, we investigated the differences in the amplitude and latency of ERP components in healthy elderly, MCI and AD patients, and the correlation between ERP components and cognitive impairment. Early N170 and P200 showed high sensitivity and specificity in differentiating MCI from healthy elderly or MCI from AD. The late perception-related ERPs also showed high sensitivity and specificity in differentiating healthy elderly from MCI/AD. The differences in ERPs between MCI and AD may be related to the etiology, the degree of disease progression and the site of brain damage. The specific brain mechanism still need to be further explored and will be the focus of future research. With the progress of the research, the relationship between the specific ERP manifestations and the mechanism of brain injury as well as the impairment of cognitive function will be more clear. It is believed that the application of ERP in clinical will bring more benefits to AD and its early clinical MCI.
6.Application of mindfulness training in middle-aged and young diabetic patients
Shuo KANG ; Xiujun ZHAO ; Junxiang GAO ; Suzhai TIAN ; Jingjing QIU ; Zhuning WANG ; Lihui ZHANG
Chinese Journal of Modern Nursing 2021;27(21):2873-2877
Objective:To explore effects of mindfulness training on the psychological resilience, subjective well-being and blood glucose metabolism indexes of middle-aged and young diabetic patients.Methods:From April to September 2019, convenience sampling was used to select 100 inpatient diabetic patients admitted to the Endocrinology Department of a provincial hospital in Hebei Province. The patients were divided into the control group and the observation group with the random number table method, each with 50 cases. The control group was given routine nursing, and the observation group was given mindfulness training on the basis of routine nursing. The psychological resilience, subjective well-being and blood glucose metabolism indexes of the two groups of patients were evaluated before the intervention and 6 months after the intervention.Results:Before the intervention, there was no statistically significant difference in the psychological resilience, subjective well-being scores, and blood glucose metabolism indexes of patients between two groups ( P>0.05) . After the intervention, the scores of psychological resilience and subjective well-being of observation group were (63.04±3.19) and (71.67±5.40) respectively, higher than those [ (50.68±3.50) and (53.83±6.06) ] of the control group, and the fasting blood glucose, 2 hours postprandial blood glucose, and glycosylated hemoglobin of the observation group were lower than those of the control group, and the differences were statistically significant ( P<0.05) . Conclusions:Mindfulness training can improve the psychological resilience, subjective well-being, and blood glucose control of young and middle-aged diabetic patients.
7. Bioequivalence of rosuvastatin calcium tablets in Chinese healthy subjects
Ying CAO ; Wenping WANG ; Xiaobin LI ; Huawei WANG ; Xin SUI ; Ming YU ; Lu CHEN ; Xiaoyan DOU ; Xiujun WU ; Ran MA ; Meiye LI ; Xue GAO
Chinese Journal of Clinical Pharmacology and Therapeutics 2020;25(12):1369-1375
AIM: To study the bioequivalence of rosuvastatin calcium tablets produced by two different manufacturers on a fasting and postprandial basis in Chinese healthy subjects. METHODS: A single-center, randomized, balanced, open, two-sequence, two-cycle, double-crossover, and single-dose trial design was used in this study. Each of the fasting group and the postprandial group was enrolled in 52 healthy subjects. Fasting/postprandial oral rosuvastatin calcium tablets 10 mg test preparation or reference preparation, the validated LC-MS/MS method was used to determine the concentration of rosuvastatin calcium tablets in plasma, and the pharmacokinetic parameters were calculated. Human bioequivalence and safety evaluation of two rosuvastatin calcium tablets were evaluated. RESULTS: The t
8.Investigation on the influencing factors of hyperuricemia in different genders
Juanjuan ZHANG ; Ying QI ; Zhiyuan TANG ; Xinru GAO ; Xiaoyang SHI ; Xiujun XIE
Chongqing Medicine 2018;47(16):2193-2196,2200
Objective To compare the clinical characteristics and influence factors of hyperuricemia between genders,in order to provide references for better controlling and preventing the occurrence and development of hyperuricemiaprovide.Methods A total of 5 783 people who underwent physical examination in two Baoding Health Screening Centers from January 1st to June 1st,2016 were enrolled in this study,and all volunteers completed physical examination,laboratory examination and questionnaire survey.Patients with hyperuricemia were selected to analyse the clinical characteristics and influence factors.Results There were statistically significant differences in clinical characteristics,including obesity,blood pressure,blood glucose,blood lipids,liver function,renal function,anemia,blood rheology examination,thyroid ultrasound and lateral radiographs,between male and female patients with hyperuricemia (P<0.05).The survey showed that there were statistically significant differences in age,education level,marital status,work status,sleeping status,smoking and drinking between male and female patients with hyperuricemia (P<0.05).The red blood cells counts,marital status and education level were influence factors for female patients with hyperuricemia,while have little effect on male patients.The smoking,creatinine and diastolic blood pressure were influence factors for male patients with hyperuricemia,while have no effect on female patients.Conclusion The clinical characteristics and the influencing factors of male and female patients with hyperuricemia are different,so corresponding preventive and therapeutic measures should be taken for male and female patients.
9.Effects of ionizing radiation on the miR-21 expression in A549 cells in vitro and in vivo
Xiaohua LIN ; Qisheng JIANG ; Jin LYU ; Jun GAO ; Ying DUAN ; Sinian WANG ; Xiujun SONG ; Huijie YU ; Huoming CHEN
Chinese Journal of Radiological Medicine and Protection 2018;38(3):168-173
Objective To investigate the expressions of miR-21 in clinical lung tissues,serum of lung cancer patients and X-ray irradiated A549 cells in vitro and in vivo.Methods A549 cells were irradiated with 2 and 4 Gy X-rays,and pulmonary metastasis model of lung cancer in nude mice was established to detect the expression of miR-21 in vitro and in vivo,as well as in clinical lung tissues of different pathological types serum sample of lung cancer patients and NSCLC patients whether or not received radiotherapy.The survival rate was further analyzed in the above mention NSCLC patients.Results The miR-21 expressions was up-regulated in 60.0% of tissue samples of NSCLC patients,and it was up-regulated in 50.5% serum samples of lung cancer patients (52 out of 103).The miR-21 expressions in lung adenocarcinoma and squamous cell carcinoma had significant difference (x2 =5.766,P < 0.05).In the serum samples of 87 NSCLC patients,miR-21 was detected in 66.7% samples from the patients of radiotherapy but only 39.6% of patients without radiotherapy (x2 =6.321,P < 0.05).Kaplan-Meier curves showed that the survival rate of patients with low miR-21 expression was higher than that with high miR-21 expression (P < 0.05).Multivariate Cox regression analysis demonstrated that the miR-21 expression,regional lymph node metastasis and radiotherapy were independent prognostic factors for NSCLC patients.The expression of miR-21 was up-regulated significantly in X-ray irradiated A549 cells at different time-points after irradiation (t =-7.552--1.206,P < 0.05).Furthermore,the expression of miR-21was up-regulated in the serum and lung of nude mice (t =-47.845--2.356,P < 0.05).Conclusions The X-ray irradiation could up-regulate the expression of miR-21 in A549 cells in vitro and in vivo,which might be correlated with the enhanced metastasis of A549 cells.
10.The protective effect of hydrogen-rich water on irradiation-induced cognitive dysfunction
Mengya LIU ; Jianbo SONG ; Jie GAO ; Hui YUAN ; Yongli WANG ; Xingang WANG ; Juan YUE ; Xiujun QIN ; Jianguo LI ; Jianhua WEN
Chinese Journal of Radiological Medicine and Protection 2018;38(6):414-418,465
Objective To investigate the protective effect of hydrogen-rich water on rat cognitive dysfunction induced by ionizing radiation.Methods A total of 20 SD rats were randomly divided into four groups with the ramdom number table method: control group(C),hydrogen-rich water group(HRW),irradiation group(IR)and hydrogen-rich water intervention group(HRW+IR),with 5 rats in each group.The spatial memory ability of rats was tested by a morris water maze.The expression of apoptosis-related genes was detected by real-time fluorescence quantitative PCR.The changes of glutathione(GSH),8-hydroxydeoxy guanosine(8-OHdG)and malondialdehyde(MDA)and SOD were also measured.Results The escape latency(F=6.003,P<0.05)and the swimming distances(F=3.850,P<0.05)of rats in four different groups had statistically significant differences.Compared with the IR group,the escape latency of the HRW+IR group was significantly decreased at 3,4,5 d after irradiation(P<0.05),and the swimming distance of this group became much longer(P<0.05).The levels of GSH,8-OHdG and MDA in these four groups had statistically significant differences(F=6.450,5.033,4.113,P<0.05).Compared with IR group,the concentration of GSH was increased(P<0.05),but MDA and 8-OHdG decreased(P<0.05)in the brain tissue of HRW+IR group,and the expressions of caspase-3,caspase-9 and bax genes were reduced(t=2.956,3.087,5.246,P<0.05),while the expression of bcl-2 gene was enhanced(t =-3.640,P <0.05)in the HRW+IR group.Conclusions Hydrogen-rich water attenuates the oxidative damage of ionizing radiation by neutralizing oxyhydrogen free radicals and thus protects brain from radiation damage.

Result Analysis
Print
Save
E-mail