1.The value of spectral CT combined with metal artifact reduction algorithms in improving the CT image quality for patients with 125I seeds implantation in the chest and abdomen
Yuhan ZHOU ; Limin LEI ; Zhihao WANG ; Wenpeng HUANG ; Weimeng CAO ; Shushan DONG ; Meng WANG ; Zhigang ZHOU
Chinese Journal of Radiology 2024;58(2):172-179
Objective:To investigate the value of the virtual monoenergetic image (VMI) obtained by a new dual-layer detector spectral CT combined with metal artifact reduction algorithms(O-MAR) in reduction of different types of artifacts caused by 125I seeds implantation and in improvement of the post-operative CT image quality. Methods:This was a cross-sectional study. Thirty-five patients who underwent dual-layer detector spectral CT scanning of the chest and abdomen after 125I seeds implantation were retrospectively included at the First Affiliated Hospital of Zhengzhou University from March to September 2022. The spectral data were collected and reconstructed into conventional CT image (CI), VMI image (50-150 keV, 20 keV/level), CI+O-MAR image, and VMI+O-MAR image (50-150 keV, 20 keV/level). The artifacts′ removal effects and image quality improvement in each group were evaluated. Two slices with the strongest artifacts were selected for analysis for each patient, resulting in a total of 70 slices. Objective indicators including artifact index (AI), signal-to-noise ratio (SNR) and contrast-to-noise ratio (CNR) of soft tissue regions affected by artifacts were measured and calculated. Subjective indicators including the overcorrected artifacts and new artifacts, the different forms of artifacts, the diagnosis of artifacts, and the image quality were assessed. One-way analysis of variance was used for comparisons among multiple groups. Paired t test was used to compare the quantitative indicators between the combined O-MAR group and the non-O-MAR group. Kappa statistics was used to evaluate the consistency between observers. Results:In high/low-density artifacts (ROI H/L), the AI values in all groups showed decrease with increasing VMI keV. In artifact-affected tissue (ROI T), SNR of the CI/VMI (70-150 keV)+O-MAR group were significantly higher than those of the CI/VMI group ( P<0.05), CNR of the CI/VMI(50-150 keV)+O-MAR group were significantly higher than those of the CI/VMI group ( P<0.05). Both overcorrection and new artifacts mainly presented in VMI 50 keV and VMI 70 keV groups; Compared with VMI (50-70 keV) group, significantly less numbers of overcorrection and new artifacts were found in VMI (50-70 keV)+O-MAR group ( P<0.05); regarding the comparison of artifact types, with the VMI keV increasing, the number of a-type banded artifacts gradually decreased on images with high-density artifacts, reaching a minimum of 3 in the VMI 150 keV+O-MAR group; while the number of e-type artifacts with little or no artifacts increased, with the highest number of 23 in the VMI 150 keV+O-MAR group. The total number of high-density artifacts in each type decreased with increasing VMI keV. As VMI keV increased, the diagnostic and image quality scores of high-density artifacts in each group were significantly higher than those of low-density artifacts in the VMI+O-MAR group ( P<0.05). Conclusions:VMI combined with O-MAR can significantly improve the objective and subjective image quality of follow-up CT imaging after 125I seed implantation, enhancing lesion visibility and diagnostic confidence. Additionally, VMI+O-MAR showed more pronounced correction effect on high-density artifacts.
2.Ferroptosis inducer Erastin inhibits proliferation of liver cancer cells in vitro by down-regulating ACSL4
Peipei ZHAO ; Zhigang ZHOU ; Yuanyuan YANG ; Shusheng HUANG ; Yixuan TU ; Jian TU
Journal of Southern Medical University 2024;44(11):2131-2136
Objective To investigate the expression of Acyl-CoA synthetase long-chain family member 4(ACSL4)in liver cancer and its role in regulating ferroptosis and proliferation of liver cancer cells.Methods Clinical samples of liver cancer and adjacent normal liver tissues were examined for malondialdehyde(MDA)contents and for expressions of mRNA and protein expressions of ACSL4 and proliferating cell nuclear antigen(PCNA)using RT-qPCR and Western blotting.Human liver cancer Huh-7 cells were treated with Erastin(a ferroptosis inducer),Fer-1(a ferroptosis inhibitor),or both,and the changes in expression levels of MDA,ACSL4 and PCNA were detected,and the cell proliferation was assessed with plate cloning assay.Results MDA contents were lower and ACSL4 and PCNA expressions were higher significantly in liver cancer tissues than in adjacent liver tissues.In Huh-7 cells,Erastin treatment significantly inhibited mRNA and protein expressions of ACSL4 and PCNA,suppressed cell proliferation,and increased MDA contents.Fer-1 alone did not produce significant effect on cell viability but reversed the effect of Erastin on ACSL4 and PCNA expressions,cell proliferation and MDA contents.Conclusion ACSL4 level is significantly overexpressed in liver cancer.Erastin increases MDA contents and down-regulates ACSL4 expression,thereby promoting ferroptosis and inhibiting proliferation of liver cancer cells,and these effects can be reversed by Fer-1.
3.Analysis of drug resistance characteristics of Klebsiella pneumoniae in the nasopharynx of hospitalized patients in North China from 2022 to 2023
Pengfang GAO ; Yanying CHEN ; Yanlei GE ; Xiaoli DU ; Huan XING ; Jiachen LI ; Yuelong LI ; Yating TANG ; Xiao HAN ; Juan LI ; Zhigang CUI ; Haijian ZHOU ; Aiying DONG
Chinese Journal of Preventive Medicine 2024;58(3):306-314
Objective:To analyze the drug resistance characteristics of Klebsiella pneumoniae in the nasopharynx of hospitalized patients in North China from 2022 to 2023. Methods:From November 2022 to July 2023, nasopharyngeal swabs were collected from 100 inpatients in Affiliated Hospital of North China University of Science and Technology, and Klebsiella pneumoniae was isolated and cultured. At the same time, the clinical data of the patients were collected, including gender, age, department, clinical diagnosis of disease type, etc. The minimum inhibitory concentration of strains was detected by an automatic bacterial drug sensitivity system. The drug resistance genes, ST types, capsule serotypes and population structure of the strains were analyzed by whole genome sequencing and data analysis. Results:Klebsiella pneumoniae was isolated from 55 nasopharyngeal swabs of 100 inpatients(55.00%). Among the 55 inpatients with Klebsiella pneumoniae in the nasopharynx, 70.91% (39/55) were male, with an age distribution concentrated between 61 and 80 years old (58.18%, 32/55), and 50.91% (28/55) were in intensive care units (ICU). The main underlying disease type was nervous system disease (49.09%, 27/55). The results of drug sensitivity showed that the non-susceptibility rates of 55 strains of Klebsiella pneumoniae to cephalosporins, quinolones, aztreonam and nitrofurantoin were all more than 80.00%. Twenty-eight carbapenem-resistant Klebsiella pneumoniae strains (50.91%), 47 extended-spectrum β-lactamase producing strains (85.45%), and 48 multi-drug-resistant strains (87.27%) were detected. A total of 11 antibiotic resistance genes were detected, including carbapenems (carrying rate 76.36%) and extended-spectrum β-lactamase (carrying rate 96.36%). The 55 strains could be divided into 17 ST types, and the most common type was ST11 (25.45%). The 55 strains were divided into 18 capsular serotypes, among which K102 was the most prevalent (23.64%). OXA-1_ST307_K102 (21.82%) and KPC-2_ST5492_K125 (18.18%) were the dominant clones, distributed in the Department of Neurosurgery and ICU. The result of whole genome sequence analysis showed that there were four clusters with high homology among the 55 strains. The strains from the ICU formed two independent clusters, and strains from the Neurology ICU and Neurosurgery department formed one cluster respectively. Conclusion:The carrying rate of Klebsiella pneumoniae in the nasopharynx of inpatients is high, and the drug resistance of the strains is serious. There are many types of drug-resistant genes.
4.Ferroptosis inducer Erastin inhibits proliferation of liver cancer cells in vitro by down-regulating ACSL4
Peipei ZHAO ; Zhigang ZHOU ; Yuanyuan YANG ; Shusheng HUANG ; Yixuan TU ; Jian TU
Journal of Southern Medical University 2024;44(11):2131-2136
Objective To investigate the expression of Acyl-CoA synthetase long-chain family member 4(ACSL4)in liver cancer and its role in regulating ferroptosis and proliferation of liver cancer cells.Methods Clinical samples of liver cancer and adjacent normal liver tissues were examined for malondialdehyde(MDA)contents and for expressions of mRNA and protein expressions of ACSL4 and proliferating cell nuclear antigen(PCNA)using RT-qPCR and Western blotting.Human liver cancer Huh-7 cells were treated with Erastin(a ferroptosis inducer),Fer-1(a ferroptosis inhibitor),or both,and the changes in expression levels of MDA,ACSL4 and PCNA were detected,and the cell proliferation was assessed with plate cloning assay.Results MDA contents were lower and ACSL4 and PCNA expressions were higher significantly in liver cancer tissues than in adjacent liver tissues.In Huh-7 cells,Erastin treatment significantly inhibited mRNA and protein expressions of ACSL4 and PCNA,suppressed cell proliferation,and increased MDA contents.Fer-1 alone did not produce significant effect on cell viability but reversed the effect of Erastin on ACSL4 and PCNA expressions,cell proliferation and MDA contents.Conclusion ACSL4 level is significantly overexpressed in liver cancer.Erastin increases MDA contents and down-regulates ACSL4 expression,thereby promoting ferroptosis and inhibiting proliferation of liver cancer cells,and these effects can be reversed by Fer-1.
5.Clinical efficacy evaluation of modified posterior pharyngeal flap surgery in the treatment of velopharyngeal insufficiency
Lanrui LUO ; Shuang YANG ; Xia ZHOU ; Changjiang DU ; Zhigang CAI ; Hongping ZHU
Chinese Journal of Plastic Surgery 2024;40(8):857-865
Objective:To evaluate the clinical effect of modified posterior pharyngeal flap surgery in the treatment of velopharyngeal insufficiency.Methods:Clinical data of patients with cleft lip and palate diagnosed with velopharyngeal insufficiency and undergoing modified posterior pharyngeal flap surgery in Peking University School and Hospital of Stomatology from January 2018 to May 2022 were retrospectively analyzed. The traditional posterior pharyngeal flap surgery was improved by combining the modern concept and method of soft palate muscle reconstruction, and performed modified posterior pharyngeal flap surgery to correct velopharyngeal insufficiency. Preoperative and postoperative follow-up were performed including speech evaluation (classifying as none, mild, moderate, moderate to severe hypernasality and nasal emission), nasopharyngeal fiberscope (classifying velopharyngeal insufficiency as mild, moderate, or severe), lateral cephalometric radiographs (resting position and /i/ position), and the Nasal Obstruction Symptom Evaluation (NOSE) scale. The recovery of velopharyngeal function and nasal ventilation after the operation were statistically analyzed. The difference of resting velar length (RVL), effective working length (EWL) and angel of velar lifting (AVL) before and after the operation was compared by paired t-test to evaluate the clinical effect of surgery. P<0.05 indicates a statistically significant difference. Results:A total of 83 patients with velopharyngeal insufficiency were enrolled, including 44 males and 39 females, aged (13.04±11.31) years (4-53 years). 83 patients were followed up for 6-18 months after surgery, and all patients had primary wound healing without postoperative bleeding, perforation, or posterior pharyngeal flap detachment; 78 cases achieved complete velopharyngeal closure, the surgical success rate was 94%, three patients still had mild hypernasality and nasal emission after surgery, one patient still had moderate hypernasality and nasal emission after surgery, and one patient had severe hypernasality after surgery. The RVL was (29.27±6.01) mm before the operation and (36.88±6.51) mm after the operation.The EWL of the soft palate was (18.53±5.04) mm before the operation and (25.76±5.17) mm after the operation.The angel of velar lifting was 11.42°±11.65° before the operation and 15.91°±8.54° after operation. The differences were statistically significant ( P<0.01). 98%(81/83) patients had subjective nasal obstruction symptom in the short period after surgery (within one month), the nasal obstruction symptom evaluation (NOSE) score was 8.61±3.64. The long-term postoperative follow-up showed that the NOSE score was 3.06±2.92, and the difference was statistically significant ( P<0.01). Conclusion:Modified posterior pharyngeal flap surgery can significantly increase the resting velar length and effective working length, improve the movement ability of the soft palate, acquire functional reconstruction of velopharyngeal closure, improve speech function and achieve effectively surgical results.
6.Clinical efficacy evaluation of modified posterior pharyngeal flap surgery in the treatment of velopharyngeal insufficiency
Lanrui LUO ; Shuang YANG ; Xia ZHOU ; Changjiang DU ; Zhigang CAI ; Hongping ZHU
Chinese Journal of Plastic Surgery 2024;40(8):857-865
Objective:To evaluate the clinical effect of modified posterior pharyngeal flap surgery in the treatment of velopharyngeal insufficiency.Methods:Clinical data of patients with cleft lip and palate diagnosed with velopharyngeal insufficiency and undergoing modified posterior pharyngeal flap surgery in Peking University School and Hospital of Stomatology from January 2018 to May 2022 were retrospectively analyzed. The traditional posterior pharyngeal flap surgery was improved by combining the modern concept and method of soft palate muscle reconstruction, and performed modified posterior pharyngeal flap surgery to correct velopharyngeal insufficiency. Preoperative and postoperative follow-up were performed including speech evaluation (classifying as none, mild, moderate, moderate to severe hypernasality and nasal emission), nasopharyngeal fiberscope (classifying velopharyngeal insufficiency as mild, moderate, or severe), lateral cephalometric radiographs (resting position and /i/ position), and the Nasal Obstruction Symptom Evaluation (NOSE) scale. The recovery of velopharyngeal function and nasal ventilation after the operation were statistically analyzed. The difference of resting velar length (RVL), effective working length (EWL) and angel of velar lifting (AVL) before and after the operation was compared by paired t-test to evaluate the clinical effect of surgery. P<0.05 indicates a statistically significant difference. Results:A total of 83 patients with velopharyngeal insufficiency were enrolled, including 44 males and 39 females, aged (13.04±11.31) years (4-53 years). 83 patients were followed up for 6-18 months after surgery, and all patients had primary wound healing without postoperative bleeding, perforation, or posterior pharyngeal flap detachment; 78 cases achieved complete velopharyngeal closure, the surgical success rate was 94%, three patients still had mild hypernasality and nasal emission after surgery, one patient still had moderate hypernasality and nasal emission after surgery, and one patient had severe hypernasality after surgery. The RVL was (29.27±6.01) mm before the operation and (36.88±6.51) mm after the operation.The EWL of the soft palate was (18.53±5.04) mm before the operation and (25.76±5.17) mm after the operation.The angel of velar lifting was 11.42°±11.65° before the operation and 15.91°±8.54° after operation. The differences were statistically significant ( P<0.01). 98%(81/83) patients had subjective nasal obstruction symptom in the short period after surgery (within one month), the nasal obstruction symptom evaluation (NOSE) score was 8.61±3.64. The long-term postoperative follow-up showed that the NOSE score was 3.06±2.92, and the difference was statistically significant ( P<0.01). Conclusion:Modified posterior pharyngeal flap surgery can significantly increase the resting velar length and effective working length, improve the movement ability of the soft palate, acquire functional reconstruction of velopharyngeal closure, improve speech function and achieve effectively surgical results.
7.Analysis of drug resistance characteristics of Klebsiella pneumoniae in the nasopharynx of hospitalized patients in North China from 2022 to 2023
Pengfang GAO ; Yanying CHEN ; Yanlei GE ; Xiaoli DU ; Huan XING ; Jiachen LI ; Yuelong LI ; Yating TANG ; Xiao HAN ; Juan LI ; Zhigang CUI ; Haijian ZHOU ; Aiying DONG
Chinese Journal of Preventive Medicine 2024;58(3):306-314
Objective:To analyze the drug resistance characteristics of Klebsiella pneumoniae in the nasopharynx of hospitalized patients in North China from 2022 to 2023. Methods:From November 2022 to July 2023, nasopharyngeal swabs were collected from 100 inpatients in Affiliated Hospital of North China University of Science and Technology, and Klebsiella pneumoniae was isolated and cultured. At the same time, the clinical data of the patients were collected, including gender, age, department, clinical diagnosis of disease type, etc. The minimum inhibitory concentration of strains was detected by an automatic bacterial drug sensitivity system. The drug resistance genes, ST types, capsule serotypes and population structure of the strains were analyzed by whole genome sequencing and data analysis. Results:Klebsiella pneumoniae was isolated from 55 nasopharyngeal swabs of 100 inpatients(55.00%). Among the 55 inpatients with Klebsiella pneumoniae in the nasopharynx, 70.91% (39/55) were male, with an age distribution concentrated between 61 and 80 years old (58.18%, 32/55), and 50.91% (28/55) were in intensive care units (ICU). The main underlying disease type was nervous system disease (49.09%, 27/55). The results of drug sensitivity showed that the non-susceptibility rates of 55 strains of Klebsiella pneumoniae to cephalosporins, quinolones, aztreonam and nitrofurantoin were all more than 80.00%. Twenty-eight carbapenem-resistant Klebsiella pneumoniae strains (50.91%), 47 extended-spectrum β-lactamase producing strains (85.45%), and 48 multi-drug-resistant strains (87.27%) were detected. A total of 11 antibiotic resistance genes were detected, including carbapenems (carrying rate 76.36%) and extended-spectrum β-lactamase (carrying rate 96.36%). The 55 strains could be divided into 17 ST types, and the most common type was ST11 (25.45%). The 55 strains were divided into 18 capsular serotypes, among which K102 was the most prevalent (23.64%). OXA-1_ST307_K102 (21.82%) and KPC-2_ST5492_K125 (18.18%) were the dominant clones, distributed in the Department of Neurosurgery and ICU. The result of whole genome sequence analysis showed that there were four clusters with high homology among the 55 strains. The strains from the ICU formed two independent clusters, and strains from the Neurology ICU and Neurosurgery department formed one cluster respectively. Conclusion:The carrying rate of Klebsiella pneumoniae in the nasopharynx of inpatients is high, and the drug resistance of the strains is serious. There are many types of drug-resistant genes.
8.Early prediction of growth patterns after pediatric kidney transplantation based on height-related single-nucleotide polymorphisms
Yi FENG ; Yonghua FENG ; Mingyao HU ; Hongen XU ; Zhigang WANG ; Shicheng XU ; Yongchuang YAN ; Chenghao FENG ; Zhou LI ; Guiwen FENG ; Wenjun SHANG
Chinese Medical Journal 2024;137(10):1199-1206
Background::Growth retardation is a common complication of chronic kidney disease in children, which can be partially relieved after renal transplantation. This study aimed to develop and validate a predictive model for growth patterns of children with end-stage renal disease (ESRD) after kidney transplantation using machine learning algorithms based on genomic and clinical variables.Methods::A retrospective cohort of 110 children who received kidney transplants between May 2013 and September 2021 at the First Affiliated Hospital of Zhengzhou University were recruited for whole-exome sequencing (WES), and another 39 children who underwent transplant from October 2021 to March 2022 were enrolled for external validation. Based on previous studies, we comprehensively collected 729 height-related single-nucleotide polymorphisms (SNPs) in exon regions. Seven machine learning algorithms and 10-fold cross-validation analysis were employed for model construction.Results::The 110 children were divided into two groups according to change in height-for-age Z-score. After univariate analysis, age and 19 SNPs were incorporated into the model and validated. The random forest model showed the best prediction efficacy with an accuracy of 0.8125 and an area under curve (AUC) of 0.924, and also performed well in the external validation cohort (accuracy, 0.7949; AUC, 0.796). Conclusions::A model with good performance for predicting post-transplant growth patterns in children based on SNPs and clinical variables was constructed and validated using machine learning algorithms. The model is expected to guide clinicians in the management of children after renal transplantation, including the use of growth hormone, glucocorticoid withdrawal, and nutritional supplementation, to alleviate growth retardation in children with ESRD.
9.An advanced machine learning method for simultaneous breast cancer risk prediction and risk ranking in Chinese population: A prospective cohort and modeling study
Liyuan LIU ; Yong HE ; Chunyu KAO ; Yeye FAN ; Fu YANG ; Fei WANG ; Lixiang YU ; Fei ZHOU ; Yujuan XIANG ; Shuya HUANG ; Chao ZHENG ; Han CAI ; Heling BAO ; Liwen FANG ; Linhong WANG ; Zengjing CHEN ; Zhigang YU
Chinese Medical Journal 2024;137(17):2084-2091
Background::Breast cancer (BC) risk-stratification tools for Asian women that are highly accurate and can provide improved interpretation ability are lacking. We aimed to develop risk-stratification models to predict long- and short-term BC risk among Chinese women and to simultaneously rank potential non-experimental risk factors.Methods::The Breast Cancer Cohort Study in Chinese Women, a large ongoing prospective dynamic cohort study, includes 122,058 women aged 25-70 years old from the eastern part of China. We developed multiple machine-learning risk prediction models using parametric models (penalized logistic regression, bootstrap, and ensemble learning), which were the short-term ensemble penalized logistic regression (EPLR) risk prediction model and the ensemble penalized long-term (EPLT) risk prediction model to estimate BC risk. The models were assessed based on calibration and discrimination, and following this assessment, they were externally validated in new study participants from 2017 to 2020.Results::The AUC values of the short-term EPLR risk prediction model were 0.800 for the internal validation and 0.751 for the external validation set. For the long-term EPLT risk prediction model, the area under the receiver operating characteristic curve was 0.692 and 0.760 in internal and external validations, respectively. The net reclassification improvement index of the EPLT relative to the Gail and the Han Chinese Breast Cancer Prediction Model (HCBCP) models for external validation was 0.193 and 0.233, respectively, indicating that the EPLT model has higher classification accuracy.Conclusions::We developed the EPLR and EPLT models to screen populations with a high risk of developing BC. These can serve as useful tools to aid in risk-stratified screening and BC prevention.
10.Correlation between systemic immune-inflammation index and lower extremity vascular disease in patients with type 2 diabetes mellitus
Ruomei YANG ; Yushuang LIU ; Nan JIANG ; Hexuan ZHANG ; Qing ZHOU ; Liqin YANG ; Qiang LI ; Hua YANG ; Zhigang ZHAO ; Hongbo HE ; Zhiming ZHU ; Zhencheng YAN
Journal of Army Medical University 2024;46(18):2138-2144
Objective To investigate the relationship between systemic immune-inflammation index (SII)and lower extremity vascular disease in patients with type 2 diabetes mellitus (T2DM).Methods A cross-sectional study was conducted on 390 T2DM patients admitted in our department from January 2013 to January 2024.According to the diagnostic criteria for lower extremity vascular disease in T2DM patients,they were divided into a lower extremity vascular disease group (n=158)and a control group (n=232).General data and results of laboratory tests were compared between the 2 groups.Spearman correlation analysis was used to identify the related factors for lower extremity vascular diseases in T2DM patients.The correlation between SII and lower extremity vascular diseases in T2DM patients was analyzed using the Row Mean Scores and Cochran-Armitage Trend analysis.Multivariate logistic regression analysis was applied to identify the risk factors for lower limb vascular lesions in T2DM patients.Receiver operating characteristic (ROC)curve was plotted to evaluate the diagnostic efficacy of SII for lower extremity vascular disease in the patients.Results Compared with T2DMpatients without lower extremity vascular disease,those with lower extremity vascular disease were older,had higher levels of total cholesterol (TC),low-density lipoprotein cholesterol (LDL-C),SII,larger proportion of carotid vascular lesions,and increased proportion of no-taking statins.The lower extremity vascular disease in T2DM patients was positively correlated with SII/100 (r=0.429,P<0.001),age (r=0.517,P<0.001),TC (r=0.161,P=0.001),LDL-C (r=0.117,P=0.021),carotid artery lesions (r=0.101,P=0.047),no-taking statins (r=0.266,P<0.001).Logistic regression analysis showed that SII,age,LDL-C,and no-taking statins were the risk factors for lower extremity vascular lesions in T2DM patients (P<0.01).The area under the curve (AUC)value of SII combined with age,LDL-C,and no-taking statins in predicting lower extremity vascular disease in T2DM patients was 0.896.Conclusion SII is not only a risk factor,but also a simple marker for lower extremity vascular disease in T2DM patients,suggesting that inflammatory response plays an important role in the occurrence and development of lower extremity vascular disease in T2DM.

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