1.Enhancement Effect of Pre-Treatment 18F-FDG PET/CT Radiomic Features in Prognostic Evaluation of Diffuse Large B-Cell Lymphoma
Xiaolin MENG ; Yue PAN ; Jingjing CUI ; Shuwei SUN ; Hui ZHOU ; Ruimin WANG
Chinese Journal of Medical Imaging 2024;32(3):269-276
Purpose To investigate the predictive value of 18F-FDG PET/CT radiomic features before treatment for progression free survival(PFS)and overall survival(OS)in diffuse large B-cell lymphoma(DLBCL).Materials and Methods A total of 135 patients with pathologically proven DLBCL in Chinese PLA General Hospital from January 2016 to December 2018 and 18F-FDG PET/CT imaging prior to treatment were retrospectively collected.Patients were randomly divided into training set and test set using 8∶2,and then the training set was divided into training set and verification set using 8∶2 to construct the model.Semi-automatically delineated patients'lymphoma lesions as regions of interest and extracted the features.Univariate COX and least absolute shrinkage and selection operator regression were used to screen the features,and the non-zero radiomic features were obtained and the weight coefficients were used to calculate the Radscore value of each patient,and the predictive value of Radscore on PFS and OS was analyzed.Three models were established using traditional prognostic indicators(metabolic parameters and clinical factors),Radscore and combination.C-index,time-dependent area under the curve and decision curve were used to evaluate the model prediction efficiency.Finally,based on the optimal model,a column diagram was drawn,and the calibration curve was used to verify the efficiency of the column diagram.Results The combined model predicted PFS and OS at 3 and 5 years better than the traditional prognostic index model and Radscore model(Z=0.962 1-2.253 9,all P<0.05).Decision curve showed that the combined model achieved the greatest clinical net benefit.The calibration curve showed that the predicted values of the nomogram were in good agreement with the observed values.Conclusion Radscore is an independent prognostic factor for survival in DLBCL patients.The combined model has great application value in guiding the formulation of clinical individualized treatment plan.
2.Application of cardiac magnetic resonance imaging in diagnosing troponin increase with non-obstructive coronary arteries
Xiangfa HE ; Yinru QIU ; Lili YE ; Wei PAN ; Xiaolin ZHENG
Chinese Journal of Radiology 2024;58(9):895-901
Objective:To investigate the utility of cardiac magnetic resonance (CMR) multiparametric imaging in the etiological and differential diagnoses of troponin increase with non-obstructive coronary arteries (TINOCA).Methods:A retrospective analysis was conducted on patients diagnosed with TINOCA and confirmed by coronary angiography in Dongguan Kanghua Hospital from January 2018 to June 2023. CMR examinations were performed within 7 days of onset. The examination sequences included "black blood" single-shot balanced turbo field echo with breath-hold, balanced turbo field echo with breath-hold, T 2-weighted short tau inversion recovery black blood, modified gradient and spin echo black blood with SENSE, dynamic balanced turbo field echo, and phase-sensitive inversion recovery [late gadolinium enhancement (LGE)]. Based on the imaging findings, patients were categorized into 4 groups: myocardial infarction with non-obstructive coronary arteries (MINOCA) group, acute myocarditis group, Takotsubo syndrome group, and CMR negative group. The observed indices included left ventricular function, myocardial edema, first perfusion, and LGE of contrast enhancement. The differences in these parameters among the aforementioned disease groups were statistically compared. The categorical data were analyzed between groups using the chi-square test or Fisher′s exact probability method. The data in line with normal distribution were statistically described by xˉ±s. The independent-sample t test was used to compare the means of the 2 samples. The data with skewed distribution were described by M ( Q1, Q3). The Mann-Whitney U test was used for intergroup analysis. Results:A total of 33 patients were enrolled in this study, the 4 groups comprised 14(42.4%), 12(36.4%), 0, and 7(21.2%) patients, respectively. The positive rate of CMR diagnosis was 78.8%. The onset age in the MINOCA group significantly differed from that in the acute myocarditis group ( Z=3.32, P=0.001). No significant differences were observed in left ventricular function, number of myocardial edema segments, and T 2 value of the diseased myocardium between the 2 groups ( P>0.05), but the number of abnormal first perfusion was significantly distinct ( P<0.001). Significant differences were observed in the quality and volume of LGE between the 2 groups ( P<0.05 for all). Conclusion:CMR multiparameteric imaging technology plays a unique role in the etiological diagnosis of TINOCA, accurately distinguishing TINOCA caused by MINOCA, acute myocarditis, and other cardiac causes.
3.11C-methionine PET/CT radiomics model for evaluating isocitrate dehydrogenase1 status of glioblastoma
Yue PAN ; Haodan DANG ; Xiaolin MENG ; Cong ZHANG ; Yu LIN ; Ruimin WANG ; Baixuan XU
Chinese Journal of Medical Imaging Technology 2024;40(6):832-837
Objective To explore the value of 11C-methionine(MET)PET/CT radiomics model for evaluating isocitrate dehydrogenase1(IDH1)status of glioblastoma.Methods Data of 157 patients with glioblastoma who underwent 11C-MET PET/CT examination,including 68 cases of IDH1 mutation and 89 cases of IDH1 wild-type were retrospectively analyzed.The patients were divided into training set(n=125)and validation set(n=32)at the ratio of 8:2.Based on PET/CT images,lesions ROI were delineated and radiomics features were extracted and screened to establish radiomics models with logistic regression(LR),support vector machine(SVM)and decision trees(DT),respectively.Meanwhile,the nomogram based on patients'age and radiomics features was drawn.The efficacy of radiomics models and clinical-radiomics nomogram for evaluating IDH1 status were comparatively observed.Results The area under the curve(AUC)of DT radiomics model for evaluating IDH1 status of glioblastoma in training set was 0.910,higher than that of LR(0.697)and SVM(0.698)models(both P<0.05).In validation set,the AUC of DT model for evaluating IDH1 status of glioblastoma was 0.805,which was higher than that of LR model(0.740)and clinical-radiomics nomogram(0.704)(both P<0.05).Conclusion 11C-MET PET/CT radiomics model based on DT was helpful for evaluating IDH1 status of glioblastoma.
4.Current Status and Challenges of Biological Sample Management in Clinical Trials
Rui PAN ; Xianglin ZUO ; Xiaolin LIU ; Jie WANG ; Xiuqin WANG ; Xu HUANG ; Lili SHA ; Niu ZHANG ; Li WAN ; Jun BAO
Chinese Medical Ethics 2023;36(6):606-612
With the rapid development of clinical trials, the relevant medical research and molecular detection based on biological samples are closely related to the progress of clinical trials, making the role of biological samples in clinical trials increasingly obvious. The standardized supervision mode of biological samples is an important prerequisite for carrying out high-quality clinical trials. Although the laws and regulations related to clinical trials are becoming more and more perfect, there are still a large number of adverse events related to biological samples, which seriously affects the progress and results of clinical trials, and is one of the important challenges currently facing. Therefore, it is urgent to enhance the supervision of biological samples and improve the management methods of biological samples in clinical trials at this stage. Through in-depth discussion of the current status of biological sample management in clinical trials at home and abroad, this paper analyzed the issues existed during the supervision of biological samples, and supplemented the biological sample management methods by further combing the existing relevant laws and regulations and the Guidelines for the Ethical Management of Biological Samples in Clinical Trials, with a view to providing suggestions and ideas for optimizing the management mode of biological samples in clinical trials.
5.Porphyromonas gingivalis bacteremia increases the permeability of the blood-brain barrier via the Mfsd2a/Caveolin-1 mediated transcytosis pathway.
Shuang LEI ; Jian LI ; Jingjun YU ; Fulong LI ; Yaping PAN ; Xu CHEN ; Chunliang MA ; Weidong ZHAO ; Xiaolin TANG
International Journal of Oral Science 2023;15(1):3-3
Bacteremia induced by periodontal infection is an important factor for periodontitis to threaten general health. P. gingivalis DNA/virulence factors have been found in the brain tissues from patients with Alzheimer's disease (AD). The blood-brain barrier (BBB) is essential for keeping toxic substances from entering brain tissues. However, the effect of P. gingivalis bacteremia on BBB permeability and its underlying mechanism remains unclear. In the present study, rats were injected by tail vein with P. gingivalis three times a week for eight weeks to induce bacteremia. An in vitro BBB model infected with P. gingivalis was also established. We found that the infiltration of Evans blue dye and Albumin protein deposition in the rat brain tissues were increased in the rat brain tissues with P. gingivalis bacteremia and P. gingivalis could pass through the in vitro BBB model. Caveolae were detected after P. gingivalis infection in BMECs both in vivo and in vitro. Caveolin-1 (Cav-1) expression was enhanced after P. gingivalis infection. Downregulation of Cav-1 rescued P. gingivalis-enhanced BMECs permeability. We further found P. gingivalis-gingipain could be colocalized with Cav-1 and the strong hydrogen bonding between Cav-1 and arg-specific-gingipain (RgpA) were detected. Moreover, P. gingivalis significantly inhibited the major facilitator superfamily domain containing 2a (Mfsd2a) expression. Mfsd2a overexpression reversed P. gingivalis-increased BMECs permeability and Cav-1 expression. These results revealed that Mfsd2a/Cav-1 mediated transcytosis is a key pathway governing BBB BMECs permeability induced by P. gingivalis, which may contribute to P. gingivalis/virulence factors entrance and the subsequent neurological impairments.
Animals
;
Rats
;
Bacteremia/metabolism*
;
Blood-Brain Barrier/microbiology*
;
Caveolin 1/metabolism*
;
Gingipain Cysteine Endopeptidases/metabolism*
;
Permeability
;
Porphyromonas gingivalis/pathogenicity*
;
Transcytosis
;
Virulence Factors/metabolism*
6.Meta-synthesis of qualitative research on experience of type 2 diabetes patients using self-management APP
Yang GAO ; Meijuan WANG ; Mengya YAN ; Yihong XU ; Xiaolin LIU ; Dan YANG ; Hongying PAN
Chinese Journal of Modern Nursing 2023;29(5):607-614
Objective:To integrate qualitative research on the experience of type 2 diabetes patients using self-management APP, so as to provide evidence support for the design and promotion of highly accepted diabetes self-management APP.Methods:This study is a Meta-synthesis. Qualitative research on experience of type 2 diabetes patients using self-management APP was retrieved through computer in China National Knowledge Infrastructure (CNKI) , WanFang, VIP, China Biology Medicine disc Literature Database, PubMed, Web of Science, Cochrane Library, Embase, CINAHL, PsycINFO, Ovid (LWW Journals) , Scopus Chinese and English databases. The retrieval time limit was from the establishment of the database to April 30, 2022. According to the quality evaluation criteria for qualitative research of the Joanna Briggs Institute (JBI) Evidence-Based Health Care Center, the methodology of the included article was evaluated, and the included article was integrated with the method of pooled Meta-synthesis.Results:A total of 11 articles were included, 48 research findings were extracted and summarized into 3 integration results and 14 new categories. The integration results included that self-management APP promoted patients to form continuous self-management behavior and improved physical and mental health, obstacle factors that affected patients' use of APP, and patients' suggestions for improving the function of APP.Conclusions:Patients feel the benefits of self-management APP, such as correct understanding of diabetes, disease control, and improvement of psychological status. When developing relevant APP, we should pay attention to the change of patient behavior, design the APP function based on user needs, conduct cultural adjustment, improve training and technical support, and improve its acceptance and promotion.
7.Systematic review of risk prediction models for hypoglycemia in diabetic patients
Mengya YAN ; Meijuan WANG ; Yihong XU ; Xiaolin LIU ; Dan YANG ; Yang GAO ; Shanni DING ; Hongying PAN
Chinese Journal of Modern Nursing 2023;29(10):1325-1332
Objective:To systematically review the risk prediction models for hypoglycemia in diabetic patients.Methods:The literatures published up to March 25, 2022 was retrieved from PubMed, Embase, Web of Science, Cochrane Library, CINAHL, MEDLINE, China National Knowledge Infrastructure, Wanfang, VIP and SinoMed. Two researchers independently screened the literatures, extracted information, and applied the PROBAST tool to evaluate the quality of the included models.Results:A total of 11 literatures and 13 models were included. The area under the receiver operating characteristic curve or C statistic of all models was 0.666-0.890, with a high risk of bias and a low risk of applicability, and the most included predictors were chronic kidney disease and age. The main reason for the bias in the model were insufficient number of events in the dependent variable, improper handling of continuous variables, and screening of predictors by single factor analysis. Conclusions:The existing hypoglycemia risk prediction models for diabetic patients are still in the development stage, and medical and nursing staff can choose the existing hypoglycemia models according to the results of this systematic review and clinical practice. In the future, we should improve the existing models based on tools or carry out large-sample, multi-center, prospective cohort studies, and build a high-quality hypoglycemia risk prediction model for diabetic patients that is more suitable for China based on more comprehensive and accurate statistical methods and clinical data.
8.Predictors and predictive scales of malignant brain edema in patients with acute ischemic stroke
Linhan WANG ; Xiaolin ZHAO ; Jiawei XU ; Kaibin HUANG ; Suyue PAN
International Journal of Cerebrovascular Diseases 2022;30(9):684-688
Malignant cerebral edema (MCE) can lead to deterioration of neurological function in patients with acute ischemic stroke, and significantly increase the mortality and disability rate. Therefore, early detection and intervention of MCE is crucial for saving patients' lives. This article reviews the predictors and preventive scales of MCE after acute ischemic stroke.
9.Effect of Haikunshenxi capsule combined with losartan potassium tablets on renal function and inflammatory factors in patients with chronic kidney disease
Caidi SHAN ; Wei SHAN ; Xiaolin XU ; Cuiyun CAO ; Yan PAN
Chinese Journal of Postgraduates of Medicine 2022;45(4):344-347
Objective:To investigate the curative effect of Haikunshenxi capsule combined with losartan potassium tablets on chronic kidney disease (CKD) and its effect on renal function and inflammatory factors.Methods:One hundred patients with chronic kidney disease in Shaoxing Central Hospital from January 2018 to December 2019 were selected and randomly divided into observation group (50 cases) and control group (50 cases). The control group was treated with losartan potassium tablets based on conventional therapy, and the observation group was treated with Haikunshenxi capsulebase on control group. The treatment course of the two groups was 12 weeks. The curative effect, renal function, inflammatory factors, 24h urinary protein (24 h Upro) and glomerular filtration rate (GFR) were compared between the two groups before and after treatment.Results:The total effective rate in the observation group was higher than that in the control group: 90.0%(45/50) vs. 72.0%(36/50), χ2 = 5.26, P<0.05. After treatment, the levels of serum creatinine (Scr) and blood urea nitrogen (BUN) in the two groups were decreased and the levels of Scr and BUN in the observation group were lower than those in the control group: (63.27 ± 2.89) μmol/L vs. (67.89 ± 2.35) μmol/L, (5.23 ± 0.19) mmol/L vs. (5.56 ± 0.16) mmol/L, the differences were statistically significant ( P<0.05). After treatment, the levels of serum C-reactive protein (CRP) , interleukin-6 (IL-6) and tumor necrosis factor-α (TNF-α) in the two groups were decreased and the levels of CRP, IL-6 and TNF-α in the observation group were lower than those in the control group: (2.97 ± 0.34) mg/L vs. (3.58 ± 0.42) mg/L, (3.64 ± 0.68) ng/L vs. (4.97 ± 0.96) ng/L, (14.32 ± 2.17) ng/L vs. (17.86 ± 2.06) ng/L, the differences were statistically significant ( P<0.05). After treatment, the level of 24 h Upro in two groups was decreased, while the level of GFR was increased, and the level of 24 h Upro in the observation group was lower than that in the control group: (0.87 ± 0.09) g vs. (1.15 ± 0.13) g , but the level of GFR in the observation group was higher than that in the control group: (101.73 ± 3.12) ml/(min·m 2) vs. (96.75 ± 2.35) ml/(min·m 2), the differences were statistically significant ( P<0.05). Conclusions:Haikunshenxi capsule combined with losartan potassium tablets has obvious curative effect on patients with chronic kidney disease, and can improve renal function and micro inflammation.
10.Investigationon the male nursespractice environment and turnover intention in Qinghai Province
Xiaolin SUN ; Yafang ZHANG ; Zhijian WANG ; Shiqin PAN ; Jinhai HAN
Chinese Journal of Practical Nursing 2021;37(32):2516-2521
Objective:To investigate the current practice environment of male nurses in Qinghai province, and understand the professional environment and turnover intention of male nurses, provide ideas and theoretical basis for continuous improvement of the working environment of male nurses in hospitals.Methods:From September to October 2020, the practice environment and turnover intention of male nurses in Qinghai Province were investigated by using the method of convenience sampling and using the general data questionnaire, the Nurse Practice Environment Assessment Scale and the turnover intention table.Results:A total of 155 registered male nurses in Qinghai Province participated in this survey, and the overall evaluation score of the practicing environment of nurses in Qinghai Province was (74.38±22.63) points, among which the highest score was that nurses could write nursing records in time (85.24±20.99) points, and the lowest score was that nurses had the opportunity to participate in the internal management of the hospital (55.03±30.55) points. The total score of resignation intention was (14.34±4.35) points.Conclusion:The overall evaluation of the practicing environment of male nurses in Qinghai Province is fair, and their turnover intention is high. Nursing managers should attach importance to the cultivation of male nurses' feelings towards hospitals and professions, so as to reduce their turnover intention and stabilize the nursing team of male nurses.

Result Analysis
Print
Save
E-mail