1.Feasibility study on diagnosis of pulmonary embolism using deep learning reconstruction algorithm in ultra-low radiation dose CT pulmonary angiography
Jinjuan LU ; Leilei SHEN ; Zhenghong BI ; Chun ZHOU ; Yijing GUO ; Weijian XU ; Xiaodan YE ; Mengsu ZENG ; Mingliang WANG
Chinese Journal of Radiology 2025;59(8):886-893
Objective:To investigate the feasibility of ultra-low dose (ULD) CT pulmonary angiography (CTPA) combined with deep learning reconstruction (DLR) in the diagnosis of pulmonary embolism (PE).Methods:This cross-sectional study prospectively enrolled 100 patients with suspected PE who underwent CTPA examination in Zhongshan Hospital Fudan University, and Shanghai Geriatric Medical Center from April to July 2024, and were randomly divided into the routine dose (RD) group and ULD group according to block randomization. Effective dose (ED) were calculated. The noise index of RD group and ULD group was set to 10 and 20, respectively. Other scanning parameters and contrast agent injection protocol were the same. The CT images of RD group were reconstructed using hybrid iterative reconstruction (HIR), while ULD images were reconstructed with HIR and DLR (ULD-HIR subgroup and ULD-DLR subgroup). The image quality of the three groups of images was subjectively evaluated (overall image noise, pulmonary artery display) and objectively evaluated [signal-to-noise ratio (SNR), contrast-to-noise ratio (CNR) of the images] respectively. Finally, the diagnostic results of PE by the expert committee composed of three chief physicians were taken as the gold standard, and one physician with lower qualifications independently evaluated the diagnostic rate of PE in the three groups of images. Objective image quality parameters across the three groups were compared using ANOVA, with LSD post hoc test was used for multiple comparisons. Subjective scores among the three groups were analyzed using the Kruskal-Wallis H test, with Bonferroni corrected pairwise post hoc test was applied for multiple pairwise comparisons. Results:The ED in the RD group and ULD group were (2.7±0.5) mSv and (0.7±0.2) mSv, respectively, and the differences were statistically significant ( t=26.42, P<0.001). The overall differences in CT values of pulmonary arteries at all levels in the images of the RD group, the ULD-HIR subgroup, and the ULD-DLR subgroup were not statistically significant ( P>0.05).The RD group, ULD-HIR subgroup and ULD-DLR subgroup overall differences in SNR and CNR at all levels pulmonary arteries were statistically significant ( P<0.001), in which except for the differences in CNR and SNR values of the left pulmonary arterial trunk in the RD group and the ULD-HIR subgroup, and SNR values of basal segment pulmonary artery of the lower lobe of the left lung, which were not statistically significant ( P>0.05), the differences of the rest of the indexes in the pairwise comparisons between the groups were statistically significant ( P<0.05). The overall differences in the subjective scores of image pulmonary vascular display and image noise in the RD group, ULD-HIR subgroup and ULD-DLR subgroup were statistically significant ( P<0.001), except that the differences in the subjective scores of image pulmonary vascular display in the ULD-DLR subgroup were not statistically significant when compared with that of the RD group ( P>0.05) and that of the rest of the metrics in the between-groups two-by-two comparisons were all statistically significant ( P<0.05). The difference in diagnostic rates of PE in the pulmonary artery trunk, lobe and segmental levels in the images of the RD group, ULD-HIR subgroup and ULD-DLR subgroup was not statistically significant ( P>0.05). Conclusions:DLR can significantly reduce the radiation dose of CTPA examination. Even at ultra-low radiation dose, its image quality is still better than HIR reconstruction at conventional doses and preserve diagnostic accuracy of PE at the lobe level and segment level.
2.Feasibility study on diagnosis of pulmonary embolism using deep learning reconstruction algorithm in ultra-low radiation dose CT pulmonary angiography
Jinjuan LU ; Leilei SHEN ; Zhenghong BI ; Chun ZHOU ; Yijing GUO ; Weijian XU ; Xiaodan YE ; Mengsu ZENG ; Mingliang WANG
Chinese Journal of Radiology 2025;59(8):886-893
Objective:To investigate the feasibility of ultra-low dose (ULD) CT pulmonary angiography (CTPA) combined with deep learning reconstruction (DLR) in the diagnosis of pulmonary embolism (PE).Methods:This cross-sectional study prospectively enrolled 100 patients with suspected PE who underwent CTPA examination in Zhongshan Hospital Fudan University, and Shanghai Geriatric Medical Center from April to July 2024, and were randomly divided into the routine dose (RD) group and ULD group according to block randomization. Effective dose (ED) were calculated. The noise index of RD group and ULD group was set to 10 and 20, respectively. Other scanning parameters and contrast agent injection protocol were the same. The CT images of RD group were reconstructed using hybrid iterative reconstruction (HIR), while ULD images were reconstructed with HIR and DLR (ULD-HIR subgroup and ULD-DLR subgroup). The image quality of the three groups of images was subjectively evaluated (overall image noise, pulmonary artery display) and objectively evaluated [signal-to-noise ratio (SNR), contrast-to-noise ratio (CNR) of the images] respectively. Finally, the diagnostic results of PE by the expert committee composed of three chief physicians were taken as the gold standard, and one physician with lower qualifications independently evaluated the diagnostic rate of PE in the three groups of images. Objective image quality parameters across the three groups were compared using ANOVA, with LSD post hoc test was used for multiple comparisons. Subjective scores among the three groups were analyzed using the Kruskal-Wallis H test, with Bonferroni corrected pairwise post hoc test was applied for multiple pairwise comparisons. Results:The ED in the RD group and ULD group were (2.7±0.5) mSv and (0.7±0.2) mSv, respectively, and the differences were statistically significant ( t=26.42, P<0.001). The overall differences in CT values of pulmonary arteries at all levels in the images of the RD group, the ULD-HIR subgroup, and the ULD-DLR subgroup were not statistically significant ( P>0.05).The RD group, ULD-HIR subgroup and ULD-DLR subgroup overall differences in SNR and CNR at all levels pulmonary arteries were statistically significant ( P<0.001), in which except for the differences in CNR and SNR values of the left pulmonary arterial trunk in the RD group and the ULD-HIR subgroup, and SNR values of basal segment pulmonary artery of the lower lobe of the left lung, which were not statistically significant ( P>0.05), the differences of the rest of the indexes in the pairwise comparisons between the groups were statistically significant ( P<0.05). The overall differences in the subjective scores of image pulmonary vascular display and image noise in the RD group, ULD-HIR subgroup and ULD-DLR subgroup were statistically significant ( P<0.001), except that the differences in the subjective scores of image pulmonary vascular display in the ULD-DLR subgroup were not statistically significant when compared with that of the RD group ( P>0.05) and that of the rest of the metrics in the between-groups two-by-two comparisons were all statistically significant ( P<0.05). The difference in diagnostic rates of PE in the pulmonary artery trunk, lobe and segmental levels in the images of the RD group, ULD-HIR subgroup and ULD-DLR subgroup was not statistically significant ( P>0.05). Conclusions:DLR can significantly reduce the radiation dose of CTPA examination. Even at ultra-low radiation dose, its image quality is still better than HIR reconstruction at conventional doses and preserve diagnostic accuracy of PE at the lobe level and segment level.
3.Bioinformatics-Based Analysis of the Roles of MX1,IFI44,and STAT1 in Lupus Nephritis
Daolin CUI ; Chunli CHEN ; Zhenghong ZHOU ; Lei GONG
Journal of Kunming Medical University 2024;45(12):105-114
Objective To identify potential biomarkers associated with LN,with the goal of improving early diagnosis,disease monitoring,and the development of more precise treatment strategies.Methods Gene expression data were downloaded from the Gene Expression Omnibus(GEO)database for datasets GSE22221,GSE112943,GSE99967,and GSE32591.Intersecting genes were obtained through the application of weighted gene co-expression network analysis(WGCNA)and linear models for microarray data(LIMMA).Subsequently,biological function and pathway analyses were conducted on these intersecting genes using Gene Ontology(GO)and the Kyoto Encyclopedia of Genes and Genomes(KEGG).Next,protein-protein interaction(PPI)network analysis was performed,and hub genes highly associated with LN were identified using the CytoHubba algorithm,support vector machine(SVM),and random forest(RF)methods.Receiver operating characteristic(ROC)analysis was performed,and three potential biomarkers were validated using the GSE72798 dataset.Results The green-yellow module(P=7.4e-40)and the cyan module(P=1.5e-14)were identified through WGCNA analysis.A total of 193 differentially expressed genes were identified using LIMMA,with 113 intersecting genes related to LN being identified.GO and KEGG analyses indicated that these genes were mainly enriched in viral or bacterial defense,type I interferon signaling pathway,neutrophil-mediated immunity,and Toll-like receptor signaling.MX1,IFI44,and STAT1 were identified as hub genes using CytoHubba,SVM,and RF methods,with AUC values of 0.874,0.879,and 0.833,respectively.Validation using the GSE72798 dataset demonstrated that the expression of MX1,IFI44,and STAT1 was significantly higher in LN patients compared to healthy individuals(P<0.001 for all).Conclusion MX1,IFI44,and STAT1 play crucial roles in the pathogenesis of LN and may serve as important biomarkers and potential therapeutic targets for LN.
4.Enhanced tumoricidal activity of PD-1 antibody-secreting c-Met CAR-T cells against pancreatic cancer cells
Jingting MIN ; Shang PENG ; Nana DU ; Ran AN ; Xiangcheng ZHEN ; Jiawei CAO ; Chenhang ZHOU ; Zhenghong LI
Journal of Southern Medical University 2024;44(10):1976-1984
Objective To construct c-Met CAR-T cells secreting PD-1 antibodies to reduce immune inhibitory effect of tumor cells and enhance the efficacy of CAR-T cell therapy against pancreatic cancer.Methods Kaplan-Meier Plotter,GEPIA,and Timer 2.0 bioinformatics databases were used to analyze c-Met expression in pancreatic cancer and its correlation with survival and immune infiltration status.In clinical samples of pancreatic cancer and pancreatic cancer Aspc-1 cells,c-Met and PD-L1 expressions were detected using immunohistochemistry or flow cytometry.Using gene editing technology,PD-1 secretory antibodies and HIS tags were linked to second-generation c-Met CAR molecules to construct PD-1/c-Met CAR plasmids,which were then packaged into lentiviruses for infection of activated T cells.The positive rate and cell subset distribution of CAR-T cells were analyzed with flow cytometry,and secretory PD-1 antibodies in cell supernatants were detected using Western blotting.The target cell killing efficiency and proliferative activity of the modified CAR-T cells were evaluated after activation,and cytokine secretion was analyzed using ELISA.Results The expression of c-Met was significantly higher in pancreatic cancer than in normal tissues,and its expression level was negatively correlated with the patients'survival and positively correlated with immune cell infiltration.The clinical samples of pancreatic cancer tissues expressed significantly higher levels of c-Met and PD-L1 than the adjacent tissues,and 90.7%and 57.7%of Aspc-1 cells were positive for c-Met and PD-L1,respectively.The constructed PD-1/c-Met CAR-T cells were capable of secreting PD-1 antibodies and showed a significantly higher killing efficiency against tumor cells than c-Met CAR-T cells at an effector-to-target ratio of 20:1,with also a higher proliferative activity after target cell stimulation and higher levels of IL-2 and TNF-α secretin.Conclusion PD-1/c-Met CAR-T cells have higher killing efficiency against pancreatic cancer cells with also higher proliferative activity than c-Met CAR-T cells.
5.Clinical characteristics of nephrocalcinosis in preterm infants
Meiying QUAN ; Shan JIAN ; Lijuan GOU ; Linqing ZHONG ; Yu ZHOU ; Weilin WAN ; Zhenghong LI
Chinese Journal of Neonatology 2024;39(2):100-104
Objective:To study the clinical characteristics and risk factors of nephrocalcinosis in preterm infants.Methods:From March 2021 to August 2021, all preterm infants admitted to NICU of our hospital were retrospectively analyzed. The infants were assigned into nephrocalcinosis group and non-nephrocalcinosis group according to urinary tract ultrasound. Clinical data including gestational age, birth weight(BW), nutritional support strategy and complications were reviewed.Results:A total of 40 preterm infants (<34 weeks) were enrolled. 9 cases were in the nephrocalcinosis group and 31 cases in the non-nephrocalcinosis group. The nephrocalcinosis group had lower BW[(1 167±214) g vs.(1 586±215) g], higher calcium [6.9 (5.1, 8.7) g vs.3.3 (2.1, 6.8) g] and vitamin D intake [3.2(2.5, 4.2)×10 4U vs.1.7(1.1, 3.2)×10 4U] during hospitalization. No significant differences existed between the two groups on the following items:blood calcium and phosphate, 25-hydroxyvitamin D, feeding strategy, time to reach full enteral feeding(TFF), furosemide dosage and respiratory support duration ( P>0.05). In the nephrocalcinosis group, the median age of diagnosing nephrocalcinosis was 40.0(30.0, 52.5)d after birth. 5 cases showed bilateral nephrocalcinosis. 5 cases in the nephrocalcinosis group received renal tubule function examination,4 cases had increased urine β2 microglobulin and 2 cases had increased urine α1 microglobulin. 7 cases had elevated urine calcium in the nephrocalcinosis group. Follow-up showed that nephrocalcinosis disappeared 3-9 months after birth. Conclusions:BW, total calcium and vitamin D intake are risk factors for nephrocalcinosis in preterm infants. Increased urine β2 microglobulin and calcium levels are common co-morbidities in preterm infants with nephrocalcinosis.
6.Enhanced tumoricidal activity of PD-1 antibody-secreting c-Met CAR-T cells against pancreatic cancer cells
Jingting MIN ; Shang PENG ; Nana DU ; Ran AN ; Xiangcheng ZHEN ; Jiawei CAO ; Chenhang ZHOU ; Zhenghong LI
Journal of Southern Medical University 2024;44(10):1976-1984
Objective To construct c-Met CAR-T cells secreting PD-1 antibodies to reduce immune inhibitory effect of tumor cells and enhance the efficacy of CAR-T cell therapy against pancreatic cancer.Methods Kaplan-Meier Plotter,GEPIA,and Timer 2.0 bioinformatics databases were used to analyze c-Met expression in pancreatic cancer and its correlation with survival and immune infiltration status.In clinical samples of pancreatic cancer and pancreatic cancer Aspc-1 cells,c-Met and PD-L1 expressions were detected using immunohistochemistry or flow cytometry.Using gene editing technology,PD-1 secretory antibodies and HIS tags were linked to second-generation c-Met CAR molecules to construct PD-1/c-Met CAR plasmids,which were then packaged into lentiviruses for infection of activated T cells.The positive rate and cell subset distribution of CAR-T cells were analyzed with flow cytometry,and secretory PD-1 antibodies in cell supernatants were detected using Western blotting.The target cell killing efficiency and proliferative activity of the modified CAR-T cells were evaluated after activation,and cytokine secretion was analyzed using ELISA.Results The expression of c-Met was significantly higher in pancreatic cancer than in normal tissues,and its expression level was negatively correlated with the patients'survival and positively correlated with immune cell infiltration.The clinical samples of pancreatic cancer tissues expressed significantly higher levels of c-Met and PD-L1 than the adjacent tissues,and 90.7%and 57.7%of Aspc-1 cells were positive for c-Met and PD-L1,respectively.The constructed PD-1/c-Met CAR-T cells were capable of secreting PD-1 antibodies and showed a significantly higher killing efficiency against tumor cells than c-Met CAR-T cells at an effector-to-target ratio of 20:1,with also a higher proliferative activity after target cell stimulation and higher levels of IL-2 and TNF-α secretin.Conclusion PD-1/c-Met CAR-T cells have higher killing efficiency against pancreatic cancer cells with also higher proliferative activity than c-Met CAR-T cells.
7.The correlation between grip strength and cognitive function in elderly people
Jiajia YANG ; Guangwen CHENG ; Zhenghong LI ; Benchao LI ; Yan DENG ; Li ZHOU ; Wenfang LI ; Fang CHEN ; Shuang RONG
Chinese Journal of Geriatrics 2022;41(2):206-210
Objective:To explore the association between grip strength and cognitive function in elderly people aged 65 years and over.Methods:Information on grip strength, cognitive function, and lifestyle in the elderly population aged 65 years and over in Wuhan was collected by unified professionally trained investigators.A total of 533 study subjects aged(70.7±5.1)years were grouped by quartile into four grip strength groups of Q1(<18.6 kg), Q2(18.6~24.1 kg), Q3(24.2~31.1 kg), Q4(>31.1 kg).Multiple linear regression and Logistic regression analyses were used to analyze the relationship of grip strength with cognitive function scores and cognitive impairment.Results:The mean grip strength of the 533 subjects was(24.94±9.15)kg.After adjusting for sociodemographic characteristics, lifestyle factors, history of diseases, as compared with grip strength Q1 group, the linear regression coefficients(Beta value)of cognitive scores and 95% confidence intervals(95% CI)showed statistically significantly positive correlation[0.45(-0.36, 1.26)、0.40(-0.52, 1.32)and 1.19(0.07, 2.31), all P<0.05]only between cognitive scores and grip strength Q2、Q3 and Q4 value; and the odds ratio and 95% CI of incidence of cognitive impairment were 0.97(0.43, 2.21)for grip strength Q2, 0.79(0.30, 2.06)for grip strength Q3, and 0.22(0.05, 0.92)for grip strength Q4.Considering grip strength as the continuous variable, the risk of cognitive impairment was decreased by 6% and the cognitive score was increased by 0.07 with per 1kg increase of grip strength. Conclusions:The results of this study suggest that there is a positive correlation between grip strength and cognitive function in the elderly population, and a lower grip strength is related to increased risk of cognitive impairment.More attention should be paid to the grip strength of the elderly in the community.
8.An ultrapotent pan-β-coronavirus lineage B (β-CoV-B) neutralizing antibody locks the receptor-binding domain in closed conformation by targeting its conserved epitope.
Zezhong LIU ; Wei XU ; Zhenguo CHEN ; Wangjun FU ; Wuqiang ZHAN ; Yidan GAO ; Jie ZHOU ; Yunjiao ZHOU ; Jianbo WU ; Qian WANG ; Xiang ZHANG ; Aihua HAO ; Wei WU ; Qianqian ZHANG ; Yaming LI ; Kaiyue FAN ; Ruihong CHEN ; Qiaochu JIANG ; Christian T MAYER ; Till SCHOOFS ; Youhua XIE ; Shibo JIANG ; Yumei WEN ; Zhenghong YUAN ; Kang WANG ; Lu LU ; Lei SUN ; Qiao WANG
Protein & Cell 2022;13(9):655-675
New threats posed by the emerging circulating variants of SARS-CoV-2 highlight the need to find conserved neutralizing epitopes for therapeutic antibodies and efficient vaccine design. Here, we identified a receptor-binding domain (RBD)-binding antibody, XG014, which potently neutralizes β-coronavirus lineage B (β-CoV-B), including SARS-CoV-2, its circulating variants, SARS-CoV and bat SARSr-CoV WIV1. Interestingly, antibody family members competing with XG014 binding show reduced levels of cross-reactivity and induce antibody-dependent SARS-CoV-2 spike (S) protein-mediated cell-cell fusion, suggesting a unique mode of recognition by XG014. Structural analyses reveal that XG014 recognizes a conserved epitope outside the ACE2 binding site and completely locks RBD in the non-functional "down" conformation, while its family member XG005 directly competes with ACE2 binding and position the RBD "up". Single administration of XG014 is effective in protection against and therapy of SARS-CoV-2 infection in vivo. Our findings suggest the potential to develop XG014 as pan-β-CoV-B therapeutics and the importance of the XG014 conserved antigenic epitope for designing broadly protective vaccines against β-CoV-B and newly emerging SARS-CoV-2 variants of concern.
Angiotensin-Converting Enzyme 2
;
Antibodies, Neutralizing
;
Antibodies, Viral
;
COVID-19
;
Epitopes
;
Humans
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SARS-CoV-2/genetics*
;
Spike Glycoprotein, Coronavirus/genetics*
9.Expert consensus on rehabilitation strategies for traumatic spinal cord injury
Liehu CAO ; Feng NIU ; Wencai ZHANG ; Qiang YANG ; Shijie CHEN ; Guoqing YANG ; Boyu WANG ; Yanxi CHEN ; Guohui LIU ; Dongliang WANG ; Ximing LIU ; Xiaoling TONG ; Guodong LIU ; Hongjian LIU ; Tao LUO ; Zhongmin SHI ; Biaotong HUANG ; Wenming CHEN ; Qining WANG ; Shaojun SONG ; Lili YANG ; Tongsheng LIU ; Dawei HE ; Zhenghong YU ; Jianzheng ZHANG ; Zhiyong HOU ; Zengwu SHAO ; Dianying ZHANG ; Haodong LIN ; Baoqing YU ; Yunfeng CHEN ; Xiaodong ZHU ; Qinglin HANG ; Zhengrong GU ; Xiao CHEN ; Yan HU ; Liming XIONG ; Yunfei ZHANG ; Yong WANG ; Lei ZHANG ; Lei YANG ; Peijian TONG ; Jinpeng JIA ; Peng ZHANG ; Yong ZHANG ; Kuo SUN ; Tao SHEN ; Shiwu DONG ; Jianfei WANG ; Hongliang WANG ; Yong FENG ; Zhimin YING ; Chengdong HU ; Ming LI ; Xiaotao CHEN ; Weiguo YANG ; Xing WU ; Jiaqian ZHOU ; Haidong XU ; Bobin MI ; Yingze ZHANG ; Jiacan SU
Chinese Journal of Trauma 2020;36(5):385-392
TSCI have dyskinesia and sensory disturbance that can cause various life-threaten complications. The patients with traumatic spinal cord injury (TSCI), seriously affecting the quality of life of patients. Based on the epidemiology of TSCI and domestic and foreign literatures as well as expert investigations, this expert consensus reviews the definition, injury classification, rehabilitation assessment, rehabilitation strategies and rehabilitation measures of TSCI so as to provide early standardized rehabilitation treatment methods for TSCI.
10.Effects of high flow nasal cannula oxygenation therapy on the lung transplant patients after extubation
Hong PAN ; Yinghua CAI ; Zhenghong XU ; Qinhong HUANG ; Xinyue WANG ; Hongting CUI ; Jiao ZHOU
Chinese Journal of Modern Nursing 2019;25(19):2423-2426
Objective? To investigate the effect and safety of high-flow nasal cannula (HFNC) oxygen therapy for patients after extubation in lung transplantation. Methods? A retrospective study was conducted on 60 hospitalized patients with lung transplant during January 2017 to December 2017 in Wuxi People's Hospital. According to the different methods of respiratory support prescribed after extubation, the patients were divided into two groups: observation group (n=28, via HFNC) and control group (n=32, via nasal oxygen tube) . The two groups were compared in terms of the clinical indicators including their blood gas analysis(oxygenation index, lactic acid, partial pressure of carbon dioxide) , viscosity of sputum and comfort, etc. Results? Six hours after extubation and before transferring to other departments, the observation group's oxygenation index was(263.70±48.97)and(273.22±43.26)mmHg, which were statistically different from those of the control group with (217.83±77.30)and(229.08±68.64)mmHg respectively (P< 0.05). Before transferring to other departments, the partial pressure of carbon dioxide in the observation group was (37.04±8.56)mmHg, lower than the control group with (42.43±6.14)mmHg with a statistical difference (P<0.05); the viscosity of sputum in the obseration group was lower than the control group with statistical difference (P<0.05); the patients' comfort in the observation group achieved (7.72±1.06)points, higher than the control group's (4.39±0.82)points with statistical difference (P< 0.05). Conclusions? HFNC oxygen therapy for the patients after extubation in lung transplantation has good effects, is safe and reliable, and can be widely applied in clinical practice.

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