1.Differential Diagnosis of Dynamic Contrast-Enhanced-MRI-Based Radiomics Model for Granulomatous Mastitis and Breast Cancer
Peng LIU ; Xiaojing YU ; Chunzhi LI ; Hua REN ; Yulian MENG
Chinese Journal of Medical Imaging 2024;32(2):144-149
Purpose To investigate the value of a radiomics model based on dynamic contrast-enhanced magnetic resonance imaging(DCE-MRI)in the differential diagnosis of granulomatous mastitis and breast cancer.Materials and Methods The MRI data of 82 patients with granulomatous mastitis or breast cancer confirmed by pathology in Xiyuan Hospital of China Academy of Chinese Medical Sciences from February 2019 to January 2022 were retrospectively collected.Based on the first phase of DCE-MRI,the regions of interest(ROI)were delineated layer by layer by semi-automatic segmentation method and manual segmentation method,respectively.99 ROI were randomly assigned to 69 in training groups and 30 in test groups.The consistency difference between the two methods was compared.The original data extracted by the semi-automatic segmentation method were screened by correlation analysis and multi-factor Logistic regression.Six kinds of classifiers(Logistic regression,support vector machine,naive Bayes,decision tree,random forest,K nearest neighbor)were used to construct prediction models,and the differences in diagnostic efficiency,accuracy,sensitivity and specificity of each model were evaluated.Results A total of 99 lesions(n=37 cases with granulomatous mastitis and n=62 cases with breast cancer)were segmented from 82 patients.The radiomics data extracted by the two ROI segmentation methods had poor consistency between groups[Intraclass correlation coefficient=0.68(0.51,0.78)].Among the six prediction models constructed from the data extracted by the semi-automatic segmentation method,the diagnostic performance of the Logistic regression model and the support vector machine model was significantly better than those of other models,and the Logistic regression model had the best diagnostic performance and stability(training group:area under the curve 0.928,accuracy rate 0.855,sensitivity 0.837,specificity 0.885;test group:area under the curve 0.933,accuracy 0.833,sensitivity 0.895,specificity 0.727,respectively).Conclusion Radiomics based on DCE-MRI can provide high value for the differential diagnosis of granulomatous mastitis and breast cancer.The semi-automatic segmentation method is more recommended for the segmentation method of ROI.The prediction model constructed by Logistic regression and support vector machine shows better diagnostic efficiency and stability.
2.Correlation study of carotid artery plaque components and CT cerebral perfusion by the analysis of CT energy spectrum imaging
Wei ZHANG ; Chenyan WANG ; Peng LIU ; Yulian MENG ; Yu WANG ; Yi ZHANG ; Chaoyue ZHANG
China Medical Equipment 2024;21(2):59-63
Objective:To quantitatively analyze the plaque components of carotid artery through energy spectrum computed tomography angiography(CTA),and to measure the blood flow perfusion in the blood-supply area of carotid artery through CT perfusion(CTP),so as to explore the relationship among plaque component,the degree of luminal stenosis and cerebral blood flow perfusion.Methods:A total of 68 patients with unilateral plaques of carotid artery and severe vascular stenosis who were screened and diagnosed by ultrasound and CTA in Xiyuan Hospital from December 2017 to July 2019 were selected,and all patients underwent CTA examination and CTP examination.North American symptomatic carotid endarterectomy test(NASCET)method was used to measure the degree of carotid stenosis.The GE AW 4.7 post-process workstation was used to conduct analyses of energy spectrum and cerebral perfusion for the plaque component.And then,the slope of energy spectrum curve and the effective atomic number were obtained.At the same time,the cerebral blood volume(CBV),cerebral blood flow(CBF),time to peak(TTP)and mean transit time(MTT)of contrast agent in blood-supplying area of anterior cerebral artery(ACA)and middle cerebral artery(MCA)at the side of lesion were measured.Results:A total of 68 measured plaques of 68 patients met the condition,including 44 vulnerable plaques(including lipid plaques and mixed plaques)and 24 stable plaques(fibrous plaques).The average slopes of the energy spectrum curves of vulnerable plaque and stable plaque were respectively 0.45±0.45 and 1.15±0.39,and the differences were significant(t=2.413,P<0.05).The averagely effective atomic numbers of vulnerable plaques and stable plaques were respectively 7.21±1.06 and 8.01±0.63,and the difference were significant(t=2.548,P<0.05).The average TTP values of the ACA at the side of lesion of vulnerable plaques and stable plaques were respectively(12.20±1.61)S and(13.59±2.79)S,and the difference was significant(t=-2.607,P<0.05).The mean MTT values of the ACA at the side of lesion of vulnerable plaques and stable plaques were respectively(5.07±1.66)S and(6.09±2.19)S,and the difference was significant(t=-2.177,P<0.05).The degree of vascular stenosis at the side of lesion was positively correlated with TTP and MTT in blood-supplying area of middle cerebral artery(MCA)at the side of lesion(r=0.537,0.465,P<0.05),and that was negatively correlated with CBF values in blood-supplying areas of ACA and MCA at the side of lesion(r=-0.281,-0.569,P<0.05),respectively.The slope of the energy spectrum curve of carotid plaque was positively correlated with the TTP values in blood-supplying areas of ACA and MCA at the side of lesion(r=0.242,0.246,P<0.05),respectively.Conclusion:CT spectral imaging can quantitatively analyze the displayed components of carotid atherosclerotic plaque,and the degree of vascular stenosis can affect the blood flow perfusion of cerebral tissue,and the delays of TTP and MTT are more easily caused by vulnerable plaque,and the TTP of them is more sensitivity.
3.Analysis of the relationshiop and mediating factors between sleep quality and emotional regulation difficulties in millde school students
Chinese Journal of School Health 2024;45(7):1008-1011
Objective:
To explore the relationship of sleep quality and emotional regulation difficulties in middle school students, and to analyze its mediating role of daytime dysfunction, social rejection and selfcontrol ability, so as to provide a scientific reference for improving middle school students mental health.
Methods:
From October to November, 2023, the Pittsburgh Sleep Quality Index, Adolescent Social Rejection Questionnaire, Brief Selfcontrol Scale and Difficulties in Emotion Regulation Scaleshort Form (DERS-16) were used to assess 806 students recruited from four middle schools in Bengbu City by a convenient cluster random sampling method. And model-6 of PROCESS and 5 000 Bootstraps were used to make a chainmediating model analysis.
Results:
Daytime dysfunction was positively correlated with sleep quality(r=0.57), social rejection(r=0.19), selfcontrol(r=0.29, P<0.01). Selfcontrol was positively correlated with emotional regulation difficulties(r=0.54, P<0.01).Poor sleep quality showed a significant positive association with on daytime dysfunction, and daytime dysfunction further affected social rejection, selfcontrol ability and emotional regulation difficulties (β=0.86, 0.60, 1.27, 1.56, P<0.05). Meanwhile, daytime dysfunction, social rejection and selfcontrol played a serial mediating role in the relationship between sleep quality and emotional regulation difficulties (Estimate=0.11,95%CI=0.04-0.20,P<0.05).
Conclusion
The study reveals the complex relationship between sleep quality and emotional regulation difficulties in middle school students and provides a new theoretical basis for adolescent sleep improvement and mental health interventions.
4.Diagnostic value of procalcitonin in infections in patients with malignant hematologic diseases
Mei LIU ; Yishu TANG ; Yulian XIAO ; Lingyan YAN ; Linzhi XIE ; Xinyi LONG ; Yan YU ; Xin LI
Journal of Central South University(Medical Sciences) 2024;49(5):721-729
Objective:The incidence of infections in patients with malignant hematologic diseases is extremely high and significantly affects their prognosis.Identifying early and precise biomarkers for infection is crucial for guiding the treatment of infections in these patients.Previous studies have shown that procalcitonin(PCT)can serve as an early diagnostic marker for bloodstream infections in patients with malignant hematologic diseases.This study aims to compare serum PCT levels in these patients with different pathogens,disease types,infection sites,and severity levels. Methods:Clinical data and laboratory results of infected patients with malignant hematologic diseases treated at the Department of Hematology,the Third Xiangya Hospital of Central South University from January 2018 to August 2023 were collected.General patient information was retrospectively analyzed.Serum PCT levels were compared among patients with different pathogens,types of malignant hematologic diseases,infection sites,and infection severity;Receiver operator characteristic(ROC)curves were used to determine the cut-off values and diagnostic value of serum PCT levels in diagnosing bloodstream infections versus local infections and severe infections versus non-severe infections.Mortality rates after 4-7 days of anti-infective treatment were compared among groups with rising,falling,and unchanged PCT levels. Results:A total of 526 patients with malignant hematologic diseases were included.The main pathogens were Gram-negative bacteria(272 cases,51.7%),followed by Gram-positive bacteria(120 cases,22.8%),fungi(65 cases,12.4%),viruses(23 cases,4.4%),and mixed pathogens(46 cases,8.7%).The main types of malignant hematologic diseases were acute myeloid leukemia(216 cases,41.1%),acute lymphoblastic leukemia(107 cases,20.3%),and lymphoma(93 cases,17.7%).Granulocyte deficiency was present in 68.3%(359 cases)of the patients during infection,with severe infection in 24.1%(127 cases).Significant differences in serum PCT levels were found among patients with different types of pathogens(P<0.001),with the highest levels in Gram-negative bacterial infections.Significant differences in serum PCT levels were also found among patients with different types of malignant hematologic diseases(P<0.05),with the highest levels in lymphoma patients.Serum PCT levels were significantly higher in systemic infections and severe infections compared to local infections and non-severe infections(both P<0.001).ROC curve analysis showed that the cut-off values for diagnosing bloodstream infections and severe infections were 0.22 and 0.28 ng/mL,with areas under the curve of 0.670 and 0.673,respectively.After 4-7 days of anti-infective treatment,the mortality rates of the PCT declining,PCT unchanged,and PCT rising groups were 11.9%,21.2%,and 35.7%,respectively,and pairwise comparisons were statistically significant(all P<0.05). Conclusion:PCT can be used as an auxiliary indicator for early identification of different pathogens,infection sites,and severity levels in patients with malignant hematologic diseases combined with infections.Dynamic monitoring of PCT levels after empirical antibiotic treatment provides important guidance for assessing patient's prognosis.
5.Investigation on the relationship between chronic disease prevention literacy and health anxiety among chronic disease residents an urban-rural comparison
Yulian WEI ; Xin′e MAO ; Miao TIAN ; Jiahui ZHANG ; Shangping YU ; Yichen LU ; Yan WANG
Chinese Journal of Practical Nursing 2024;40(24):1879-1884
Objective:To understand the current status of the level of chronic disease prevention and treatment literacy and health anxiety among chronic disease residents, as well as the urban-rural differences, in order to provide a basis for improving the level of chronic disease prevention and treatment literacy among chronic disease residents.Methods:This was a cross-sectional study. From July to August 2022, a multi-stage random sampling method was adopted to select 201 rural residents with chronic diseases in one rural health center and 242 urban residents with chronic diseases in two community health service centers. General demographic characteristics questionnaire, Chronic Disease Prevention and Control Literacy Questionnaire and Short version of Health Anxiety Scale were used for questionnaire survey.Results:There were 93 males and 108 females with chronic diseases in 201 rural chronic disease residents, and the age range was 19-69 years. There were 116 males and 126 females with chronic diseases in 242 urban chronic disease residents, and the age range was 18-69 years old. The score of chronic disease prevention and control literacy of rural chronic disease residents (7.86 ± 2.25) was lower than that of urban chronic disease residents (8.55 ± 2.03). The score of health anxiety of rural chronic disease residents (13.69 ± 5.26) was higher than that of urban chronic disease residents (11.67 ± 5.95). Both differences were statistically significant ( t=-3.43, 3.79, both P<0.05). After controlling the general demographic data, the layered linear regression analysis of rural chronic disease residents and urban chronic disease residents showed that health anxiety can negatively affect rural chronic disease residents and urban chronic disease residents of chronic disease prevention and treatment literacy level ( β=-0.185, -0.129, both P<0.05). Conclusions:There are urban-rural differences in chronic disease prevention and treatment literacy and health anxiety of chronic disease residents in community. It is necessary to strengthen psychological construction among rural chronic disease residents in order to improve their chronic disease prevention and treatment literacy.
6.Assessment of left ventricular function using tissue motion mitral annular displacement in patients with cardiac amyloidosis
Yulian YAN ; Qihuan FU ; Min ZHANG ; Shuqi YU ; Yiting KONG ; Huarong ZENG ; Yifan TU ; Rong LIU
Chinese Journal of Medical Imaging Technology 2024;40(10):1504-1508
Objective To observe the value of tissue motion mitral annular displacement(TMAD)technique to assess left ventricular function in patients with cardiac amyloidosis.Methods A total of 34 adult patients with cardiac amyloidosis diagnosed by pathology were retrospectively included as the observation group,and 32 healthy adults were collected as the control group for the same period.Basic data of the subjects were collected,and data of routine ultrasonic parameters of left ventricular function and TMAD parameters were obtained,and then compared between groups.The correlation of TMAD parameters with left ventricular ejection fraction(LVEF)or mitral annular plane systolic excursion(MAPSE)were assessed.Results Compared with the control group,the observation group had higher levels of body surface area(BSA),systolic blood pressure,N-terminal pro-B-type natriuretic peptide(NT-proBNP),creatinine and urea(all P<0.05).The observation group had increased values of ascending aorta(AO),left atrium(LA),interventricular septum(IVS),left ventricular posterior wall thickness in diastole(LVPWD),pulmonary artery(PA),and early diastolic peark velocity of mitral inflow(peak E),while smaller values of left ventricular end-diastolic dimension(LVEDD),LVEF,fractional shortening(FS),early diastolic tissue Doppler velocity E'septal(IVS E')and lateral(LW E')and MAPSE(all P<0.05),and the LVEF in observation group was(58.18±7.09)%.For TMAD patameters,the observation group had smaller values of the following parameters on apical four chamber(A4C)view as medial displacement of mitral valve annulus(A4C MV1),displacement of lateral mitral valve annulus(A4C MV2),displacement of the midpoint of the mitral valve annulus(A4C Midpt)and the corresponding percentage(A4C Midpt%),as well as smaller values of the following paramets on apical two chamber(A2C)view as A2C MV1,A2C MV2,A2C Midpt and A2C Midpt%(all P<0.05).In the observation group,A4C Midpt%showed a moderate positive correlation with LVEF(r=0.488,P<0.05),and A2C Midpt showed a high positive correlation with M APSE(r=0.712,P<0.05),and A4C MV2,A4C Midpt,A4C Midpt%,A2C MV1,A2C MV2,A2C Midpt%all showed a moderate positive correlation with MAPSE(r=0.420 to 0.691,all P<0.05).Conclusion Compared with LVEF,the TMAD parameters might reflect the changes in left ventricular systolic function more sensitively in patients with cardiac amyloidosis.
7.Research advances in the correlation between chronic subjective tinnitus and anxiety state.
Xueyan WANG ; Yongde JIN ; Zhezhu CUI ; Changxu YU ; Yulian JIN ; Jun YANG
Journal of Clinical Otorhinolaryngology Head and Neck Surgery 2023;37(5):393-398
Tinnitus and anxiety disorder are common clinical symptoms. Comorbidity between tinnitus and anxiety state is increasing year by year. The relationship between tinnitus and anxiety state has always been a hot topic, and this paper reviews the literature on the relationship between chronic subjective tinnitus and anxiety state in recent years.
Humans
;
Tinnitus/diagnosis*
;
Anxiety
;
Anxiety Disorders/epidemiology*
;
Comorbidity
8.Oridonin restores hepatic lipid homeostasis in an LXRα-ATGL/EPT1 axis-dependent manner
Yulian CHEN ; Huanguo JIANG ; Zhikun ZHAN ; Jindi LU ; Tanwei GU ; Ping YU ; Weimin LIANG ; Xi ZHANG ; Shilong ZHONG ; Lan TANG
Journal of Pharmaceutical Analysis 2023;13(11):1281-1295
Hepatosteatosis is characterized by abnormal accumulation of triglycerides(TG),leading to prolonged and chronic inflammatory infiltration.To date,there is still a lack of effective and economical therapies for hepatosteatosis.Oridonin(ORI)is a major bioactive component extracted from the traditional Chinese medicinal herb Rabdosia rubescens.In this paper,we showed that ORI exerted significant protective ef-fects against hepatic steatosis,inflammation and fibrosis,which was dependent on LXRα signaling.It is reported that LXRα regulated lipid homeostasis between triglyceride(TG)and phosphatidylethanol-amine(PE)by promoting ATCL and EPT1 expression.Therefore,we implemented the lipidomic strategy and luciferase reporter assay to verify that ORI contributed to the homeostasis of lipids via the regulation of the ATGL gene associated with TG hydrolysis and the EPT1 gene related to PE synthesis in a LXRα-dependent manner,and the results showed the TG reduction and PE elevation.In detail,hepatic TG overload and lipotoxicity were reversed after ORI treatment by modulating the ATCL and EPT1 genes,respectively.Taken together,the data provide mechanistic insights to explain the bioactivity of ORI in attenuating TG accumulation and cytotoxicity and introduce exciting opportunities for developing novel natural activators of the LXRα-ATGL/EPT1 axis for pharmacologically treating hepatosteatosis and metabolic disorders.
9.Analysis of epidemiological characteristics and pathogen infection in children with diarrhea in Tianjin
Lu WANG ; Wei WANG ; Shuxiang LIN ; Yulian FANG ; Mengzhu HOU ; Jinying WU ; Yu ZHAO
International Journal of Biomedical Engineering 2022;45(5):390-394
Objective:To understand the pathogen infection and epidemiological characteristics of children with diarrhea in Tianjin.Methods:Stool samples from 1 466 children with diarrhea in Tianjin Children's Hospital from August 2017 to July 2018 were collected, and all samples were tested for five intestinal-related pathogens (norovirus, rotavirus, Clostridium difficile toxin, adenovirus, and astrovirus). Results:Among the 1 466 samples, 627 samples were positive for nucleic acid detection of intestinal pathogens, with a positive rate of 42.8%. The detection rate of norovirus was the highest (26.3%), followed by rotavirus (15.3%), Clostridium difficile toxin (4.6%), adenovirus (4.1%), and astrovirus (1.84%). The infection has obvious seasonality. The positive detection rates of the five pathogens were similar among children of different sexes, and only the positive detection rates of norovirus and rotavirus were statistically significant among different ages ( P<0.05). There were 110 cases of mixed infection, and the mixed infection of norovirus and rotavirus was the most common, with a total of 37 cases. Conclusions:The pathogen spectrum of infant infectious diarrhea in Tianjin is complex and diverse, and the main pathogens are norovirus and rotavirus.
10.Epidemiological characteristics of norovirus GII infection in Tianjin city, 2017-2020
Yulian FANG ; Jing WANG ; Wei WANG ; Mengzhu HOU ; Lu WANG ; Shuxiang LIN ; Yu ZHAO
Chinese Journal of Experimental and Clinical Virology 2022;36(5):521-526
Objective:To investigate the molecular epidemiologic and clinical characteristics of norovirus (NoV) in hospitalized children with acute gastroenteritis (AGE) in Tianjin to provide theoretical basis for clinical diagnosis and treatment.Methods:Fecal specimens were collected from children with AGE in Tianjin Children′s Hospital from August 2017 to July 2020. NoV was detected by real-time fluorescence reverse transcription-polymerase chain reaction (RT-PCR). Partial sequence of the capsid protein VP1 of positive samples was amplified by conventional RT-PCR. The products were sent for sequencing and genotyping based on the sequence. As the same time, the clinical symptoms were compared among children infected with different NoV genotypes.Results:Among the 6 432 specimens, 1 703 (26.5%) were positive for NoV. Sequence analysis showed that 761 identified NoV strains could be divided into 7 genotypes. Genotypes GII.4, GII.3, GII.2, GII.17, GII.1, GII.13 and GII.6 accounted for 55.5% (422/761), 36.7% (279/761), 4.9% (37/761), 0.9% (7/761), 0.8% (6/761), 0.8% (6/761) and 0.5% (4/761), respectively. All of the GII.4 belonged to GII.4 Sydney 2012. There was also a significant difference in the seasonal distribution of children infected with GII.4 and other genotypes ( χ2=103.53, P<0.001). Children infected with GII.4 NoV were more likely to have diarrhea, vomiting and dehydration ( χ2=8.42, P=0.004; χ2=20.39, P<0.001; χ2=4.99, P=0.025). Conclusions:GII.4 and GII.3 were mainly genotypes of NoV infection in Tianjin from 2017 to 2020 and genotypes were diverse. In addition, children with GII.4 NoV were more likely to suffer from diarrhea, vomiting and dehydration.


Result Analysis
Print
Save
E-mail