1.Impact of deep learning reconstruction algorithms on image quality of chest CT and reproducibility of lung nodule radiomics feature data
Zhijuan ZHENG ; Shulin LI ; Kun MA ; Zhiming XIANG
Chinese Journal of Medical Imaging Technology 2025;41(1):79-83
Objective To explore the impact of deep learning image reconstruction(DLIR)algorithms on image quality of chest CT,detection rate of lung nodule and reproducibility of lung nodule radiomics feature data compared with adaptive statistical iterative reconstruction V(ASIR-V)algorithms.Methods Seventy-five patients with 211 lung nodules who underwent both ultra-low-dose CT(ULD-CT)and standard-dose CT(SDCT)were prospectively enrolled.ULD-CT images were reconstructed using different algorithms,namely high-level DLIR(DLIR-H),medium-level DLIR(DLIR-M)and 50%ASIR-V(50%ASIR-V),while SDCT images were reconstructed by 50%ASIR-V.Image noise was represented by the standard deviation(SD)of lung parenchyma CT values within identical ROI in both ULD-CT and SDCT images,and signal-to-noise ratio(SNR)were calculated.The detection rate of lung nodule were obtained and compared among different images.Radiomics features of lung nodules in chest 50%ASIR-V SDCT and each ULD-CT were extracted based on automatic segmentation methods,and intra-class correlation coefficients(ICC)of each ULD-CT and 50%ASIR-V SDCT were calculated respectively,and then compared among different ULD-CT algorithms.Results Compared with SDCT images reconstructed with 50%ASIR-V algorithm,all ULD-CT images reconstructed by different algorithms showed higher SD and lower SNR(all P<0.05).ULD-CT images reconstructed by DLIR-H,DLIR-M and 50%ASIR-V exhibited progressively increasing SD and decreasing SNR(all adjusted P<0.05).Taken 50%ASIR-V SDCT images as standards,ULD-CT by DLIR-H,DLIR-M and 50%ASIR-V each detected 207 lung nodules(207/211,98.10%),respectively.In chest ULD-CT images,the reproducibility with 50%ASIR-V SDCT for texture feature data of lung nodules on ULD-CT reconstructed by 50%ASIR-V algorithm was lower than that by DLIR-H and DLIR-M(both adjusted P<0.05),while no significant difference was found between the latter two with 50%ASIR-V SDCT(adjusted P>0.05).The first order and shape feature data of lung nodules on ULD-CT reconstructed by all 3 algorithms showed good reproducibility with 50%ASIR-V SDCT(median ICC>0.75),and no significant difference was detected among them(all P>0.05).Conclusion Compared with 50%ASIR-V ULD-CT,both DLIR-H and DLIR-M ULD-CT could significantly reduce image noise and improve image quality,as well as maintain reproducibility of radiomics features in lung nodules in a certain degree,especially DLIR-H.
2.Role of circCCDC138 in early malignant transformation of human lung epithelial cells induced by carbon black nanoparticles
Runfeng LI ; Lichun MA ; Shulin QIN ; Wen LIU
Journal of Environmental and Occupational Medicine 2025;42(4):475-481
Background With the large-scale production and application of carbon black nanoparticles (CBNPs), occupational and general exposure is obviously increasing. Related studies have shown that exposure to CBNPs can induce oxidative stress, inflammation, and DNA damage. Objective To establish a CBNPs-induced malignant transformation (C-BEAS-2B) model of human lung epithelial cells (BEAS-2B) and explore the role and mechanism of circCCDC138 in the malignant transformation process. Methods At 0, 10, 20, 40 and 80 μg·mL−1 CBNPs concentrations, cell viability was detected by CCK8 assay. BEAS-2B cells were exposed to 20 mg·mL−1 CBNPs for three months, and a malignant transformation model of BEAS-2B induced by CBNPs was constructed. The migration and invasion abilities of the cells were detected by cell scratch and Transwell assays. The expressions of circ-CCDC138 in BEAS-2B and C-BEAS-2B were detected by qRT-PCR, and its stability was verified by a digestive resistance test. A cell model with interference or overexpression of circCCDC138 was constructed, and the expression of circCCDC138 in the cells was detected by quantitative reverse transcription-PCR. The cell cycle and apoptosis were determined by flow cytometry. Western blot was used to analyze the expression of p53 protein. Results The CBNPs used in the experiment were spherical particles with a chain-like structure. In the 20 μg·mL−1 CBNPs group, the reduction in the viability of BEAS-2B cells was relatively small (10%). Compared with the control cells, the 20 μg·mL−1 CBNPs group showed more obvious cell migration and invasion at 24 h and 48 h, indicating that the exposure to CBNPs induced early malignant transformation of BEAS-2B cells (P<0.01). The circCCDC138 expression in C-BEAS-2B was upregulated in a time-dependent manner after exposure to CBNPs. Compared with the C-BEAS-2B cells, the C-BEAS-2B cells over-expressing circCCDC138 exhibited arrested S phase progression (36.9%) and apoptosis resistance (P<0.01), along with down regulation of p53 protein expression in the cells (P<0.01), while the C-BEAS-2B cells interfering with circCCDC138 showed the opposite results (P<0.01). Conclusion BEAS-2B cells exposed to CBNPs (20 μg·mL−1) have significantly enhanced migration and invasion abilities, showing early malignant transformation characteristics. In addition, circCCDC138 is highly expressed in C-BEAS-2B cells with RNase R digestive resistance and increases in a time-dependent manner with CBNPs exposure. More importantly, circCCDC138 may promote the induction of malignant transformation of cells by inhibiting p53 protein expression.
3.Preparation of tubeimoside Ⅲ nanoemulsion and evaluation of its adjuvant effect
Jing WEI ; Shulin LIU ; Yan YE ; Mingqi XU ; Zhen SONG ; Yan DENG ; Hongwu SUN ; Lei MA ; Haibo LI
Journal of Army Medical University 2025;47(8):784-793
Objective To prepare tubeimoside Ⅲ nanoemulsion(TBMⅢ-NE)and evaluate its adjuvant effect in vaccines.Methods TBMⅢ-NE was prepared using low-energy emulsification.Dynamic light scattering was used to characterize the particle size and polydispersity index of the obtained TBMⅢ-NE,and transmission electron microscopy(TEM)was employed to observe the morphology.CCK-8 assay was utilized to determine the cytotoxicity of TBMⅢ-NE on bone marrow-derived dendritic cells(BMDCs).The in vitro safety of TBMⅢ-NE was evaluated using a hemolysis assay.The ability of TBMⅢ-NE to promote the phagocytosis of antigens by DC2.4 cells was observed using confocal laser microscopy.After co-incubation of TBMⅢ-NE with BMDCs,the expression levels of CD40,CD86,MHC-Ⅰ,and CCR7 on the surface of BMDCs were detected using flow cytometry,and the levels of cytokines in the supernatant of BMDCs were measured using enzyme-linked immunosorbent assay(ELISA).After female BALB/c mice were immunized with the SARS-CoV-2 antigen RBD in combination with TBMⅢ-NE,ELISA was conducted to determine the serum levels of specific IgG,IgG2a,and IgG1 antibodies.The number of specific IFN-γ-secreting cells in mouse splenocytes was detected using enzyme-linked immunospot(ELISpot)assay.Results The prepared blank nanoemulsion(BNE)and TBMⅢ-NE were in a particle size of 25.46 and 25.89 nm,and a polydispersity index of 0.214 and 0.125,respectively.TEM displayed that TBMⅢ-NE was in uniform sphere and well dispersed.When the TBMⅢ-NE adjuvant was diluted by 400-fold,the survival rate of BMDCs was approximately 86%.Compared with free TBMⅢ,the hemolytic toxicity of TBMⅢ-NE was significantly reduced(P<0.01).TBMⅢ-NE promoted the phagocytosis of antigens by DC2.4 cells and significantly increased the expression of CCR7 on the surface of BMDCs(P<0.05),indicating its potential to promote more dendritic cells to effectively migrate to lymph nodes.TBMⅢ-NE also promoted the expression of IL-6 and IL-1β in the supernatant of BMDCs(P<0.05).When combined with RBD,TBMⅢ-NE significantly increased the levels of specific IgG,IgG2a,and IgG1 antibodies in mouse serum(P<0.01)and promoted the secretion of specific IFN-γ in splenocytes(P<0.01),indicating that TBM Ⅲ-NE could enhance specific cellular immune responses.Conclusion A stable and highly effective TBMⅢ-NE that can induce humoral and cellular immune responses is successfully prepared.
4.CT manifestations of Fitz-Hugh-Curtis syndrome
Zhaohong YANG ; Fan ZHANG ; Shulin MA ; Weijian YUN ; Jian LING ; Rongjing WANG ; Jian GUAN
Chinese Journal of Medical Imaging Technology 2025;41(3):434-438
Objective To observe CT manifestations of Fitz-Hugh-Curtis syndrome(FHCS).Methods Data of 23 patients with FHCS were retrospectively analyzed,and non-enhanced and enhanced abdominal and pelvic CT manifestations were observed.Results All 23 cases were found with pelvic inflammation,peritonitis,perihepatic inflammation,as well as abdominal and pelvic adhesion.The main manifestations of pelvic inflammation included pelvic effusion(23/23,100%),inflammatory changes of uterus and accessories(17/23,73.91%),and the latter presented as tubal thickening(8/17,47.06%)or tubal cystic dilatation and effusion(9/17,52.94%),with ovarian enlargement(8/9,88.89%)or nodules on uterine surface(1/9,11.11%).The main CT manifestations of peritonitis were peritoneal thickening(23/23,100%)and peritoneal nodules(15/23,65.22%),of perihepatic inflammation were mainly liver capsule enhancement(23/23,100%),subcapsular transient perfusion abnormality(16/23,69.57%),perihepatic effusion(20/23,86.96%)and perihepatic"violin-string sign"(16/23,69.57%).No inflammation in the bare area of liver was noticed.Among 23 cases,3 cases(3/23,13.04%)complicated with mechanical ileus,19 cases(19/23,82.61%)were accompanied by mesenteric or retroperitoneal lymph nodes enlargement with uniform or circular enhancement.Conclusion The main CT manifestations of FHCS included pelvic inflammation,peritonitis,perihepatic inflammation,as well as abdominal and pelvic adhesion,having certain characteristics.
5.CT manifestations of Fitz-Hugh-Curtis syndrome
Zhaohong YANG ; Fan ZHANG ; Shulin MA ; Weijian YUN ; Jian LING ; Rongjing WANG ; Jian GUAN
Chinese Journal of Medical Imaging Technology 2025;41(3):434-438
Objective To observe CT manifestations of Fitz-Hugh-Curtis syndrome(FHCS).Methods Data of 23 patients with FHCS were retrospectively analyzed,and non-enhanced and enhanced abdominal and pelvic CT manifestations were observed.Results All 23 cases were found with pelvic inflammation,peritonitis,perihepatic inflammation,as well as abdominal and pelvic adhesion.The main manifestations of pelvic inflammation included pelvic effusion(23/23,100%),inflammatory changes of uterus and accessories(17/23,73.91%),and the latter presented as tubal thickening(8/17,47.06%)or tubal cystic dilatation and effusion(9/17,52.94%),with ovarian enlargement(8/9,88.89%)or nodules on uterine surface(1/9,11.11%).The main CT manifestations of peritonitis were peritoneal thickening(23/23,100%)and peritoneal nodules(15/23,65.22%),of perihepatic inflammation were mainly liver capsule enhancement(23/23,100%),subcapsular transient perfusion abnormality(16/23,69.57%),perihepatic effusion(20/23,86.96%)and perihepatic"violin-string sign"(16/23,69.57%).No inflammation in the bare area of liver was noticed.Among 23 cases,3 cases(3/23,13.04%)complicated with mechanical ileus,19 cases(19/23,82.61%)were accompanied by mesenteric or retroperitoneal lymph nodes enlargement with uniform or circular enhancement.Conclusion The main CT manifestations of FHCS included pelvic inflammation,peritonitis,perihepatic inflammation,as well as abdominal and pelvic adhesion,having certain characteristics.
6.Impact of deep learning reconstruction algorithms on image quality of chest CT and reproducibility of lung nodule radiomics feature data
Zhijuan ZHENG ; Shulin LI ; Kun MA ; Zhiming XIANG
Chinese Journal of Medical Imaging Technology 2025;41(1):79-83
Objective To explore the impact of deep learning image reconstruction(DLIR)algorithms on image quality of chest CT,detection rate of lung nodule and reproducibility of lung nodule radiomics feature data compared with adaptive statistical iterative reconstruction V(ASIR-V)algorithms.Methods Seventy-five patients with 211 lung nodules who underwent both ultra-low-dose CT(ULD-CT)and standard-dose CT(SDCT)were prospectively enrolled.ULD-CT images were reconstructed using different algorithms,namely high-level DLIR(DLIR-H),medium-level DLIR(DLIR-M)and 50%ASIR-V(50%ASIR-V),while SDCT images were reconstructed by 50%ASIR-V.Image noise was represented by the standard deviation(SD)of lung parenchyma CT values within identical ROI in both ULD-CT and SDCT images,and signal-to-noise ratio(SNR)were calculated.The detection rate of lung nodule were obtained and compared among different images.Radiomics features of lung nodules in chest 50%ASIR-V SDCT and each ULD-CT were extracted based on automatic segmentation methods,and intra-class correlation coefficients(ICC)of each ULD-CT and 50%ASIR-V SDCT were calculated respectively,and then compared among different ULD-CT algorithms.Results Compared with SDCT images reconstructed with 50%ASIR-V algorithm,all ULD-CT images reconstructed by different algorithms showed higher SD and lower SNR(all P<0.05).ULD-CT images reconstructed by DLIR-H,DLIR-M and 50%ASIR-V exhibited progressively increasing SD and decreasing SNR(all adjusted P<0.05).Taken 50%ASIR-V SDCT images as standards,ULD-CT by DLIR-H,DLIR-M and 50%ASIR-V each detected 207 lung nodules(207/211,98.10%),respectively.In chest ULD-CT images,the reproducibility with 50%ASIR-V SDCT for texture feature data of lung nodules on ULD-CT reconstructed by 50%ASIR-V algorithm was lower than that by DLIR-H and DLIR-M(both adjusted P<0.05),while no significant difference was found between the latter two with 50%ASIR-V SDCT(adjusted P>0.05).The first order and shape feature data of lung nodules on ULD-CT reconstructed by all 3 algorithms showed good reproducibility with 50%ASIR-V SDCT(median ICC>0.75),and no significant difference was detected among them(all P>0.05).Conclusion Compared with 50%ASIR-V ULD-CT,both DLIR-H and DLIR-M ULD-CT could significantly reduce image noise and improve image quality,as well as maintain reproducibility of radiomics features in lung nodules in a certain degree,especially DLIR-H.
7.Mechanism of Dihuangyin in Treatment of Mice with Atopic Dermatitis by Regulating JAK1/STAT3 Signaling Pathway
Xuening MA ; Juncheng ZHANG ; Teng YU ; Suqing YANG ; Xiaowen WEN ; Shulin JIA ; Suitian WANG ; Jielin ZHANG
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(10):11-19
ObjectiveTo investigate the effect and potential mechanism of Dihuangyin on 2, 4-dinitrochlorobenzene (DNCB) -induced model mice with atopic dermatitis (AD). MethodA mouse model with AD was established by repeatedly stimulating the back skin of mice with DNCB. After successful modeling, the mice were randomly divided into model group, Runzao group (0.78 g·kg-1), and high, medium, and low dose (40.30, 20.15, and 10.08 g·kg-1) groups of Dihuangyin, with 12 mice in each group, and the blank group consisted of 12 mice, 72 in total. The administration groups were given the corresponding liquid by dose, and the blank group and model group were given the same dose of pure water by intragastric administration, once a day. The skin lesions and scratching times of mice were observed after continuous administration for two weeks. The back skin lesions of mice were stained with hematoxylin-eosin (HE) and toluidine blue to observe the pathology. The contents of serum immunoglobulin E (IgE), interleukin-4 (IL-4), interleukin-6 (IL-6), and interferon-γ (IFN-γ) were detected by enzyme-linked immunosorbent assay (ELISA). The mRNA expression levels of IFN-γ, IL-4, IL-6, Janus kinase 1 (JAK1), and transcriptional activator 3 (STAT3) in skin lesion tissue were detected by Real-time fluorescence quantitative polymerase chain reaction (Real-time PCR). The expressions of JAK1, phosphorylation(p)-JAK1, STAT3, and p-STAT3 proteins in skin lesion tissue were detected by Western blot. ResultCompared with the blank group, the back skin of the model group showed large-scale scab, dryness, erosion, hypertrophy with scratching, epidermal hyperplasia with hyperkeratosis and parakeratosis, hyperacanthosis with edema, and a large number of mast cell infiltration in the dermis, some of which were degranulated. The contents of IgE, IL-4, IL-6, and IFN-γ in the serum of mice were significantly increased (P<0.01), and the protein expression levels of p-JAK1, STAT3, and p-STAT3 and mRNA expressions of IL-4, IL-6, IFN-γ, JAK1, and STAT3 in skin lesion tissue were significantly increased (P<0.01). Compared with the model group, only a small amount of dryness and desquamation were observed in the back skin of mice in each administration group, and cell edema was reduced. The inflammatory infiltration was significantly reduced, and the number of mast cell infiltration was significantly decreased. The serum IgE, IL-4, IL-6, and IFN-γ of mice were decreased to varying degrees (P<0.05, P<0.01). The protein expression levels of p-JAK1, STAT3, and p-STAT3 and mRNA expressions of IL-4, IL-6, IFN-γ, JAK1, and STAT3 in skin lesion tissue were significantly decreased, and the effect of high dose group of Dihuangyin was the best (P<0.01). ConclusionDihuangyin can improve skin lesions and pruritus in mice with AD, and its mechanism may be related to the effective regulation of cytokines on the helper T cells (Th1)/Th2 axis by interfering with the JAK1/STAT3 signaling pathway and affecting skin barrier function.
8.A preliminary study on the magnetocardiographic characteristics of myocardial infarction with non-obstructive coronary artery disease
Yijing GUO ; Hong SHEN ; Jian MA ; Shulin ZHANG ; Chengxing SHEN
Chinese Journal of General Practitioners 2024;23(3):290-294
It was a cross-sectional study. Six myocardial infarction patients with non-obstructive coronary artery disease (MINOCA group) admitted to Shanghai Sixth People′s Hospital Affiliated to Shanghai Jiao Tong University School of Medicine from July 2021 to August 2022 were enrolled in the study and 78 healthy subjects were selected as control group. The patients and healthy controls were selected with 1∶1 propensity score matching according to age, gender, body mass index, occupation and marriage status; and 5 study subjects of each group were finally enrolled in the study. The general clinical data and magnetocardiographic (MCG) results were collected from the hospital′s electronic medical record system. Compared with control group, MINOCA group showed abnormal QR rotation, discrete changes in positive and negative magnetic poles in TT segment, and disordered current direction. The analysis of MCG data revealed 35 parameters with statistically significant difference between the two groups, involving TT interval, QRS complex, RS interval and QR interval. This study explored the magnetocardiographic characteristics of MINOCA, which suggest that MCG may be conducive for diagnosis of MINOCA in the future.
9.Prospective cohort study of the association of cardiovascular disease with triglyceride glucose index and triglyceride glucose-related indicators
Shulin WANG ; Xianghui ZHANG ; Heng GUO ; Jia HE ; Xinping WANG ; Rulin MA ; Shuxia GUO
Chinese Journal of Epidemiology 2023;44(12):1943-1949
Objective:To investigate the association of cardiovascular diseases (CVD) with triglyceride glucose index (TyG) and TyG-related indicators in Uyghur populations of The Xinjiang Production and Construction Corps.Methods:Based on the cohort of the Uygur population of The Xinjiang Production and Construction Corps, 11 833 study subjects were included. The Kaplan-Meier method was used to estimate the cumulative incidence of CVD in each quartile of TyG and TyG-related indicators. Cox proportional hazards regression model was used to evaluate the relationship between TyG and CVD, TyG-related indicators and CVD. Framingham CVD risk score model (Framingham model) was used to evaluate whether the addition of TyG and TyG-related indicators could improve the predictive ability of the model. The potential mediating role of the TyG in the association between obesity and CVD was examined through mediation effect analysis.Results:The average age of the subjects was (37.00±13.67) years-old, and 51.0% were male. The median follow-up time was 5.67 years, with 1 288 CVD events. The cumulative incidence of CVD increased with the increase of TyG and TyG-related indicators quartiles, and compared with the Q1 group, the risk of CVD in the Q4 group of TyG, TyG-BMI, and TyG-WHtR increased by 20% ( HR=1.20, 95% CI: 1.01-1.42), 77% ( HR=1.77, 95% CI: 1.46-2.16) and 68% ( HR=1.68, 95% CI: 1.36-2.09), respectively. After adding TyG, TyG-BMI, and TyG-WHtR to the Framingham model, respectively, the model's area under the curve, net reclassification improvement, and integrated discrimination improvement were improved. In the association between BMI, WHtR, and CVD, the proportion of mediating effects mediated by the TyG index was 10.55% and 11.50%. Conclusions:Elevated levels of TyG and TyG-related indicators were strongly associated with the risk of CVD in the Uyghur population of The Xinjiang Production and Construction Corps, with TyG-BMI being the most closely correlated with CVD. Early monitoring of TyG-BMI helps identify high-risk groups of CVD.
10.Serum levels of tumor markers and their clinical significance in epithelial ovarian cancer
Dongyong SHAN ; Shulin CHENG ; Yechen MA ; Honghua PENG
Journal of Central South University(Medical Sciences) 2023;48(7):1039-1049
Objective: Tumor markers have been widely used clinically. Detection of serum CA125 is one of the commonly used clinical methods for early screening and early diagnosis of epithelial ovarian cancer, but it is difficult to diagnose epithelial ovarian cancer with a single specific tumor marker. In this study, the combinatorial tumor marker detection method was used to compare the value of each tumor marker alone and different combinations in the diagnosis of epithelial ovarian cancer. Methods: The clinical data of patients with epithelial ovarian cancer (n=65) and ovarian benign disease (n=29) were collected. Multiple tumor marker protein chip was used to detect cancer antigen 125 (CA125), carbohydrate antigen 242 (CA242), alpha-fetoprotein (AFP), beta-human chorionic gonadotropin (β-HCG), carcinoembryonic antigen (CEA), cancer antigen 199 (CA199), neuron-specific enolase (NSE), Ferritin, cancer antigen 153 (CA153), and human growth hormone (HGH) serum levels, and to compare the differences between the benign and malignant ovarian tumors. The correlation between tumor markers and clinicopathologic features for ovarian epithelial carcinoma was analyzed by χ2 test. Spearman rank analysis showed the correlation between CA125 expression level and other tumor markers in epithelial ovarian cancer and the correlation between age and the above 10 tumor markers. Sensitivity, specificity, positive predictive value, negative predictive value, Youden index, and diagnostic efficiency were used to evaluate the diagnostic value of single tumor marker and the combination of tumor markers. Results: The levels of β-HCG, NSE, CA153, and CA125 in the epithelial ovarian cancer group were higher than those in the ovarian benign disease group. The level of NSE in the serum of patients with epithelial ovarian cancer was related to the clinical stage of patients. In addition, the levels of CA242, β -HCG, CEA, NSE, Ferritin, CA153 in the serum of patients with epithelial ovarian cancer were positively correlated with CA125 (rs=0.497, P< 0.001; rs=0.612, P<0.001; rs=0.358, P=0.003; rs=0.680, P<0.001; rs=0.322, P=0.009; rs= 0.609, P<0.001, respectively), and the levels of β-HCG, Ferritin, CA153 were positively correlated with the patient's age (rs=0.256, P=0.040; rs=0.325, P=0.008; rs=0.249, P=0.046, respectively). In the diagnosis of epithelial ovarian cancer, the sensitivity, Youden index, and diagnostic efficiency of CA125 detection alone were higher than the results of the other 9 separate detections. When CA153, CA199, CA242, Ferritin, and CEA were combined with CA125, the sensitivity of the combined detection of different combinations was higher than that of CA125 alone. The combined detection sensitivities of CA125+CEA and CA125+Ferritin+CEA were 89.2% and 90.8%, respectively, and the diagnostic efficiencies were both 84.1%, which were higher than those of other combinations. The Youden index of CA125+CEA joint detection was 0.616, which was higher than those of other combinations. Conclusion: CA125 has a high diagnostic value in the diagnosis of epithelial ovarian cancer. The detection of combined tumor markers in serum has higher sensitivity and specificity in epithelial ovarian cancer.

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