1.Development and validation of a CT-based radiomics model for differentiating pneumonia-like primary pulmonary lymphoma from infectious pneumonia: A multicenter study.
Xinxin YU ; Bing KANG ; Pei NIE ; Yan DENG ; Zixin LIU ; Ning MAO ; Yahui AN ; Jingxu XU ; Chencui HUANG ; Yong HUANG ; Yonggao ZHANG ; Yang HOU ; Longjiang ZHANG ; Zhanguo SUN ; Baosen ZHU ; Rongchao SHI ; Shuai ZHANG ; Cong SUN ; Ximing WANG
Chinese Medical Journal 2023;136(10):1188-1197
BACKGROUND:
Pneumonia-like primary pulmonary lymphoma (PPL) was commonly misdiagnosed as infectious pneumonia, leading to delayed treatment. The purpose of this study was to establish a computed tomography (CT)-based radiomics model to differentiate pneumonia-like PPL from infectious pneumonia.
METHODS:
In this retrospective study, 79 patients with pneumonia-like PPL and 176 patients with infectious pneumonia from 12 medical centers were enrolled. Patients from center 1 to center 7 were assigned to the training or validation cohort, and the remaining patients from other centers were used as the external test cohort. Radiomics features were extracted from CT images. A three-step procedure was applied for radiomics feature selection and radiomics signature building, including the inter- and intra-class correlation coefficients (ICCs), a one-way analysis of variance (ANOVA), and least absolute shrinkage and selection operator (LASSO). Univariate and multivariate analyses were used to identify the significant clinicoradiological variables and construct a clinical factor model. Two radiologists reviewed the CT images for the external test set. Performance of the radiomics model, clinical factor model, and each radiologist were assessed by receiver operating characteristic, and area under the curve (AUC) was compared.
RESULTS:
A total of 144 patients (44 with pneumonia-like PPL and 100 infectious pneumonia) were in the training cohort, 38 patients (12 with pneumonia-like PPL and 26 infectious pneumonia) were in the validation cohort, and 73 patients (23 with pneumonia-like PPL and 50 infectious pneumonia) were in the external test cohort. Twenty-three radiomics features were selected to build the radiomics model, which yielded AUCs of 0.95 (95% confidence interval [CI]: 0.94-0.99), 0.93 (95% CI: 0.85-0.98), and 0.94 (95% CI: 0.87-0.99) in the training, validation, and external test cohort, respectively. The AUCs for the two readers and clinical factor model were 0.74 (95% CI: 0.63-0.83), 0.72 (95% CI: 0.62-0.82), and 0.73 (95% CI: 0.62-0.84) in the external test cohort, respectively. The radiomics model outperformed both the readers' interpretation and clinical factor model ( P <0.05).
CONCLUSIONS
The CT-based radiomics model may provide an effective and non-invasive tool to differentiate pneumonia-like PPL from infectious pneumonia, which might provide assistance for clinicians in tailoring precise therapy.
Humans
;
Retrospective Studies
;
Pneumonia/diagnostic imaging*
;
Analysis of Variance
;
Tomography, X-Ray Computed
;
Lymphoma/diagnostic imaging*
2.Development, reliability and validity of the Sexual Health Education Needs Assessment Scale for Breast Cancer Patients
Ping ZHU ; Xiuxiu YANG ; Meixiang WANG ; Fang CHENG ; Yi PEI ; Lingyun SHI ; Xinxin LIU ; Yanyan LIAO ; Wenbo ZHU ; Liuliu ZHANG
Chinese Journal of Modern Nursing 2023;29(28):3815-3822
Objective:To develop the Sexual Health Education Needs Assessment Scale for Breast Cancer Patients and test its reliability and validity.Methods:Guided by Maslow's hierarchy of needs theory and knowledge, belief, and practice theory, an initial scale was formed through literature review, semi-structured interviews and Delphi expert consultation. Through cognitive interviews with 9 patients, the scale was further revised and improved to form a clinical trial version. From December 2021 to September 2022, 397 breast cancer patients from 9 ClassⅢ hospitals in 6 provinces, municipalities and autonomous regions were selected by convenience sampling to conduct a questionnaire survey, test the reliability and validity of the scale and grade it.Results:The Sexual Health Education Needs Assessment Scale for Breast Cancer Patients included four dimensions and 32 items in total. Exploratory factor analysis extracted a total of four common factors, with a cumulative variance contribution rate of 72.258%. The content validity index of the scale was 0.865, and the content validity index of each item was 0.929 to 1.000. The correlation coefficients between each dimension of the scale and the total scale were 0.789 to 0.956, and the correlation coefficients between dimensions were 0.635 to 0.863. The Cronbach's α coefficient of the total scale was 0.979, and the Cronbach's α coefficients of each dimension were 0.897 to 0.969. The half reliability of the total scale was 0.941, and the half reliability of each dimension was 0.851 to 0.946. The total score of the scale was 32 to 160, with 32 to 77 being at a low level, 78 to 117 being at a medium level, and 118 to 160 being at a high level.Conclusions:The developed Sexual Health Education Needs Assessment Scale for Breast Cancer Patients has good reliability and validity, and is suitable for breast cancer patients' sexual health education needs assessment.
3.Dental stem cell-derived extracellular vesicles transfer miR-330-5p to treat traumatic brain injury by regulating microglia polarization.
Ye LI ; Meng SUN ; Xinxin WANG ; Xiaoyu CAO ; Na LI ; Dandan PEI ; Ang LI
International Journal of Oral Science 2022;14(1):44-44
Traumatic brain injury (TBI) contributes to the key causative elements of neurological deficits. However, no effective therapeutics have been developed yet. In our previous work, extracellular vesicles (EVs) secreted by stem cells from human exfoliated deciduous teeth (SHED) offered new insights as potential strategies for functional recovery of TBI. The current study aims to elucidate the mechanism of action, providing novel therapeutic targets for future clinical interventions. With the miRNA array performed and Real-time PCR validated, we revealed the crucial function of miR-330-5p transferred by SHED-derived EVs (SHED-EVs) in regulating microglia, the critical immune modulator in central nervous system. MiR-330-5p targeted Ehmt2 and mediated the transcription of CXCL14 to promote M2 microglia polarization and inhibit M1 polarization. Identified in our in vivo data, SHED-EVs and their effector miR-330-5p alleviated the secretion of inflammatory cytokines and resumed the motor functional recovery of TBI rats. In summary, by transferring miR-330-5p, SHED-EVs favored anti-inflammatory microglia polarization through Ehmt2 mediated CXCL14 transcription in treating traumatic brain injury.
Animals
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Brain Injuries, Traumatic/therapy*
;
Chemokines, CXC/metabolism*
;
Extracellular Vesicles/metabolism*
;
Histocompatibility Antigens/metabolism*
;
Histone-Lysine N-Methyltransferase/metabolism*
;
Humans
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MicroRNAs/metabolism*
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Microglia/metabolism*
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Rats
;
Stem Cells/metabolism*
4.Relationship between manganese superoxide dismutase gene Val16Ala polymorphism and susceptibility to prostate cancer: a Meta-analysis
Xinxin XIA ; Yang WU ; Zhidong PEI
Cancer Research and Clinic 2021;33(9):692-696
Objective:To investigate the relationship between manganese superoxide dismutase (MnSOD) gene Val16Ala polymorphism and the susceptibility to prostate cancer.Methods:All literatures related to MnSOD gene polymorphism and susceptibility to prostate cancer were retrieved from PubMed, Embase, China Knowledge Network and Wanfang databases. The retrieval time was from the database establishment to September 19, 2018. Literature screening and data extraction were independently done by 2 investigators, and Meta-analysis was performed by using Stata 12.0 software.Results:A total of 17 studies were included in the final analysis, including 7 101 prostate cancer cases and 9 146 healthy controls (people working at hospital and the ordinary people). The results of Meta-analysis showed that MnSOD gene Val16Ala polymorphism was not associated with susceptibility to prostate cancer under the homozygous model ( OR = 1.12, 95% CI 1.02-1.23, P = 0.435), heterozygous model ( OR = 1.14, 95% CI 1.05-1.24, P = 0.765), dominant model ( OR = 1.14, 95% CI 1.05-1.23, P = 0.552) and allele comparison model ( OR = 1.07, 95% CI 1.02-1.12, P = 0.106). Conclusion:There may not be the relationship between MnSOD gene Val16Ala polymorphism and the susceptibility to prostate cancer.
5.Population’s acceptance and attitude toward a novel fecal immunochemical test for colorectal cancer screening: a multi-center survey in China
Hong WANG ; Chengcheng LIU ; Fangzhou BAI ; Juan ZHU ; Xinxin YAN ; Mengdi CAO ; Lingbin DU ; Donghua WEI ; Debin WANG ; Xianzhen LIAO ; Dong DONG ; Yi GAO ; Pei DONG ; Chen ZHU ; Yanling MA ; Jing CHAI ; Haifan XIAO ; Yunxin KONG ; Qiang ZHANG ; Weifang ZHENG ; Rongbiao YING ; Hai ZHOU ; Jiansong REN ; Ni LI ; Hongda CHEN ; Jufang SHI ; Min DAI
Chinese Journal of Preventive Medicine 2020;54(7):760-767
Objective:To investigate the acceptance and attitude toward a novel fecal immunochemical test (FIT) in colorectal cancer screening among populations in China.Methods:From May 2018 to May 2019, 2 474 people aged 50-74 years were recruited from five provinces of China (Zhejiang, Anhui, Jiangsu, Hunan and Yunnan). The general demographic characteristics, acceptance of the new FIT technology and operational difficulties through the whole screening process were obtained through questionnaire survey. Multivariate logistic regression model was used to analyze the factors related to difficulties encountered in sampling stool, reading and uploading results.Results:The subjects were (60.0±6.4) years old, and female, high school of above educated, unemployed/retired/other, married and with medical insurance status of “new rural cooperative medical care (NRCMC)” accounted for 61.7% (1 526), 29.0%(718), 34.3% (849), 92.7% (2 293) and 31.3%(775), respectively. The population's acceptance of the FIT technology was 94.8%. In the process of FIT screening, the percentage of occurred difficulties in sampling stool, reading and uploading results were 33.1% (819), 46.4% (1 147) and 62.9% (1 557), respectively. The main difficulties were the uncertainty about whether the sampling operation was standard (28.0%), the inability to accurately judge the result displayed (32.5%) and the need for help without using a smartphone (44.2%). The results of multivariate logistic regression model analysis showed that people aged 65-74 years old and with medical insurance status of “NRCMC” were more likely to encounter difficulties in sampling, and those who were unemployed/retired/other and living with 3 or more family members were less likely to encounter difficulties in sampling. Those aged 65-74 years old, farmers or migrant workers, and those with “NRCMC” were more likely to encounter difficulties in readingresults, and those with 3 or more family members were less likely to encounter difficulties in reading result. Those with “NRCMC” were more likely to encounter difficulties in uploading results, and those with education level of high school or above, living with more than 3 family members were less likely to encounter difficulties in uploading results.Conclusion:The acceptance of the new FIT technology is relatively high among the subjects. Age, education level, occupation, number of family members living together and medical insurance status might be related to difficulties encountered in sampling stool, reading and uploading results, and it can be further strengthened in terms of the technology and characteristics of sub-populations.
6.Population’s acceptance and attitude toward a novel fecal immunochemical test for colorectal cancer screening: a multi-center survey in China
Hong WANG ; Chengcheng LIU ; Fangzhou BAI ; Juan ZHU ; Xinxin YAN ; Mengdi CAO ; Lingbin DU ; Donghua WEI ; Debin WANG ; Xianzhen LIAO ; Dong DONG ; Yi GAO ; Pei DONG ; Chen ZHU ; Yanling MA ; Jing CHAI ; Haifan XIAO ; Yunxin KONG ; Qiang ZHANG ; Weifang ZHENG ; Rongbiao YING ; Hai ZHOU ; Jiansong REN ; Ni LI ; Hongda CHEN ; Jufang SHI ; Min DAI
Chinese Journal of Preventive Medicine 2020;54(7):760-767
Objective:To investigate the acceptance and attitude toward a novel fecal immunochemical test (FIT) in colorectal cancer screening among populations in China.Methods:From May 2018 to May 2019, 2 474 people aged 50-74 years were recruited from five provinces of China (Zhejiang, Anhui, Jiangsu, Hunan and Yunnan). The general demographic characteristics, acceptance of the new FIT technology and operational difficulties through the whole screening process were obtained through questionnaire survey. Multivariate logistic regression model was used to analyze the factors related to difficulties encountered in sampling stool, reading and uploading results.Results:The subjects were (60.0±6.4) years old, and female, high school of above educated, unemployed/retired/other, married and with medical insurance status of “new rural cooperative medical care (NRCMC)” accounted for 61.7% (1 526), 29.0%(718), 34.3% (849), 92.7% (2 293) and 31.3%(775), respectively. The population's acceptance of the FIT technology was 94.8%. In the process of FIT screening, the percentage of occurred difficulties in sampling stool, reading and uploading results were 33.1% (819), 46.4% (1 147) and 62.9% (1 557), respectively. The main difficulties were the uncertainty about whether the sampling operation was standard (28.0%), the inability to accurately judge the result displayed (32.5%) and the need for help without using a smartphone (44.2%). The results of multivariate logistic regression model analysis showed that people aged 65-74 years old and with medical insurance status of “NRCMC” were more likely to encounter difficulties in sampling, and those who were unemployed/retired/other and living with 3 or more family members were less likely to encounter difficulties in sampling. Those aged 65-74 years old, farmers or migrant workers, and those with “NRCMC” were more likely to encounter difficulties in readingresults, and those with 3 or more family members were less likely to encounter difficulties in reading result. Those with “NRCMC” were more likely to encounter difficulties in uploading results, and those with education level of high school or above, living with more than 3 family members were less likely to encounter difficulties in uploading results.Conclusion:The acceptance of the new FIT technology is relatively high among the subjects. Age, education level, occupation, number of family members living together and medical insurance status might be related to difficulties encountered in sampling stool, reading and uploading results, and it can be further strengthened in terms of the technology and characteristics of sub-populations.
7.Disc displacement with reduction treated by modified Twin-block
HU Xinxin ; ZHU Yaomin ; SHEN Pei ; LUO Xiao ; HE Liuting ; GU Ying ; YANG Chi
Journal of Prevention and Treatment for Stomatological Diseases 2017;25(6):369-374
Objective:
To investigate the morphology and position changes of displaced disk with reduction after treatment by modified Twin-block.
Methods :
19 patients were diagnosed as displaced disk with reduction and they were treated with modified Twin-block from July 2015 to June 2016. 28 temporomandibular joints (TMJ) of these patients were included in the analysis. The disk length, disk-condylar distance, and disk-condylar angle were measured with MRI before and after treatment. Paired t-test was used. Disk morphology before and after treatment was also documented and analyzed by Wilcoxon signed rank test. The statistical significance was set at P<0.01.
Results :
28 TMJ disks were anteriorly displaced with reduction. 24 of them were repositioned while the other 4 were still anteriorly positioned after treatment. The disk length was increased significantly (P<0.01) while the disk-condylar distance and disk-condylar angle were decreased significantly after treatment (P<0.01). The disk morphology as hemiconvex (16) and bi planar (9) were the majority before treatment, while biconcave (16) and biplanar (10) were changed to the larger part after treatment. There was improvement on the disk deformation with a statistical significance (P<0.01). Larger disk-condylar distance, disk-condylar angle and severer deformation of disks were observed in the 4 disks without reposition.
Conclusion
Modified twin-block is an effective appliance for disk displacement with reduction by repositioning the disk and modifying the disk deformation. However the effect is not good for disks with severer deformation and displacement. Further studies with larger sample and stratified group are still needed.
8.Motion characteristics of cervical spine based on continuous images
Xinxin PEI ; Sipin LUO ; Yeda WAN ; Xuemin WANG ; Peng ZHOU
Chinese Journal of Medical Imaging Technology 2017;33(7):1090-1094
Objective To explore the motion features of cervical spine based on continuous X-ray images.Methods The cervical spontaneous continuous multi-frame sagittal images from flexion to extention positions were selected from cervical spondylosis patients (patients group) and healthy adult (normal group).After preprocessing and registration,the trajectory of single vertebral body were recorded,and the feature points of each vertebral body were extracted.Meanwhile,the rel ative geometry parameters and movement rate were calculated.Results The motion trajectory of patients' cervical spine C4-6 were different from healthy people.The angles between the left edge curve of the vertebral body (C4 and C5 vertebra) and the baseline of patients group were smaller than those of normal group in flexion position (all P<0.05).There were instability in the movement of C4 vertebral body in patient group,and the volatility of the angle change,the rate of change and the frequency were larger.The relative position change of the adjacent single vertebral body in the patient group are smaller.Conclusion Through the preprocessing,registration,parameter extraction and result analysis,the changes of functional features in cervical spondylosis patients are truly reflected.And it also provides a new idea for dynamic analysis of cervical vertebrae based on X-ray images.
9.Study on preparation and property of a new adsorbent for endotoxin removal in blood purification.
Feifei WANG ; Xiang WANG ; Yanlian XIONG ; Pei XU ; Xinxin JIN ; Jinlong TANG ; Jinchun MAO
Journal of Biomedical Engineering 2013;30(3):635-640
In order to remove the endotoxin from the blood of endotoxemia patients, we prepared a new adsorbent with heparin space arm and polymyxin B (PMB) ligand. The carrier of chloromethyl polystyrene resin was activated and heparin space arm was grafted, and then PMB ligand was immobilized onto adsorbent with glutaraldehyde. We employed in vitro FITC-lipopolysaccharide (FITC-LPS) static adsorption to characterize the adsorption properties on the adsorbent, and conducted in vitro lipopolysaccharide (LPS) static adsorption to measure quantitavely the adsorption capacity and rate, and then evaluated the blood compatibility. The in vitro static adsorption indicated that the adsorbent had the removal rate of LPS above 70% with the adsorption equilibrium time for 2 hours. Blood compatibility experiment showed that the adsorbent had little negative effects on blood cells and plasma protein, and their adsorption rates were less than 10% for hemocytes and 20% for plasma protein respectively. This adsorbent exhibited high selectivity, high adsorption capacity and good biocompatibility, and presented a promising clinical application in the treatment of endotoxemia.
Adsorption
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Endotoxemia
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therapy
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Endotoxins
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isolation & purification
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Hemofiltration
;
instrumentation
;
methods
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Heparin
;
chemistry
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Humans
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Ion Exchange Resins
;
chemistry
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Ligands
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Polymyxin B
;
chemistry
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Sorption Detoxification
;
methods
10.Human umbilical cord blood mesenchymal stem cells differentiate into hepatocypte-like cells: Feasibility of co-culture with human hepatocyte line LO2 in vitro
Cuiping HAN ; Jiyong LIU ; Lei GAO ; Xiaohua ZHANG ; Qingshan PEI ; Xinxin SUN
Chinese Journal of Tissue Engineering Research 2010;14(1):48-52
BACKGROUND: Some studies have showed that after indirect co-culture, bone marrow mesenchymal stem cells can differentiate into myocardial cells and hepatocypte-like cells. OBJECTIVE: To investigate the possibility of human umbilical cord blood mesenchymal stem cells (UCB-MSCs) to differentiate into hepatocytes by co-culture with human hepatocyte line LO2 in vitro.METHODS: Full-term umbilical cord blood samples were obtained sterilely. The UCB-MSCs were isolated by density gradient centrifugation and directly adherence growth, then passaged with trypsin digestion at 80% cell fusion. By utilizing cell culture plate insets with microporous membrane combined with 6-well plate, the LO2-/UCB-MSCs co-culture system was established. UCB-MSCs were plated into the wells of 6-well plate at a density of 1×10~7/L. LO2 cells were plated into the cell culture plate insert at a density of 1×10~5/L. UCB-MSCs were plated in both layers in the control group. Surface markers of adhered cells were detected by flow cytometry. Morphological changes of UCB-MSCs were observed by inverted phase contrast microscopy. mRNA expression was detected by reverse transcriptase PCR. RESULTS AND CONCLUSION: HUCB MSCs expressed CD44 and CD29 strongly, but CD34 and CD45 were expressed negatively. After 5 days, fusiform-shaped cells were reduced in the co-culture group; while, the time passing by, cells shaped irregular round or polygonal were increased, which were similar to hepatocytes. At 4 weeks after culture, UCB-MSCs were still fusiform-shaped in the control group. At day 5 after culture, alpha fetoprotein mRNA expressed positively, but other expressed negatively in the co-culture group; at day 14 after culture, cytokeratin-19 mRNA and albumin mRNA expressions were observed; moreover, with the time passing by, the expression of albumin mRNA was increased, but the expression of alpha fetoprotein-19 mRNA was decreased. Antigenic expressions in the control group were negative. This suggested that UCB-MSCs could differentiate into hepatocypte-like cells by co-culture with human hepatocyte line LO2 in vitro.


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