1.Efficacy of 18F-fluorodeoxyglucose PET/CT parameters in differentiating benign and malignant pulmonary nodules after propensity score matching
Ruxi CHANG ; Liang LUO ; Ruiyan WANG ; Weishan ZHANG ; Jungang GAO ; Wang YUAN ; Xiaoyi DUAN
Journal of Practical Radiology 2025;41(5):762-766
Objective To include patients with clinical data matched by propensity scores and to explore the value of 18F-fluorode-oxyglucose(18F-FDG)PET/CT metabolic parameters and radiomics in differentiating benign and malignant solitary pulmonary nod-ule(SPN).Methods A total of 54 patients with SPN(27 benign and 27 malignant)were retrospectively selected,all of them under-went 18F-FDG PET/CT scans.Then the metabolic parameters were analyzed,and the metabolic parameters model was established.After delineating the lesion,imaging features were selected through variance and correlation analysis.The logistic regression was used to build the model,and balance accuracy(bACC)was used to compare the performance of the models.The correlation between meta-bolic parameters and radiomics features was analyzed.Results The maximum standardized uptake value(SUVmax),total lesion uptake(TLU),and coefficient of variation(COV)of malignant were higher than those of benign(P<0.05).SUVmax and COV had positive predictive value for malignant lesions[odds ratio(OR)>1,P<0.05].There was no statistical difference between the performance of the metabolic parameters model and the radiomics model(P>0.05).There was a strong correlation between radiomics features and metabolic parameters.Conclusion After propensity score matching,metabolic parameters and radiomics show no statistical difference in differentiating benign from malignant SPN.
2.The predictive value of 18F-PSMA-1007 PET/CT for positive surgical margins after radical prostatectomy
Ruiyan WANG ; Liang LUO ; Ruxi CHANG ; Bo WANG ; Jungang GAO ; Xiaoyi DUAN
Journal of Xi'an Jiaotong University(Medical Sciences) 2025;46(3):486-490
Objective The application of 18F-PSMA-1007 PET/CT in the precise diagnosis and treatment of prostate cancer(PCa)is gradually increasing.This study aimed to explore the predictive value of 18F-PSMA-1007 PET/CT for positive surgical margins after radical prostatectomy(RP).Methods A total of 173 PCa patients who were pathologically confirmed and underwent RP in our hospital from July 2020 to August 2023 were retrospectively recruited.All patients underwent 18F-PSMA-1007 PET/CT whole-body imaging before surgery.According to the postoperative pathological results,they were divided into a negative surgical margin group with 83 cases and a positive surgical margin group with 90 cases.The differences in age,SUVmax,SUVmean,preoperative total prostate specific antigen(tPSA),prostate specific antigen density(PSAD),prostate volume,Gleason score,and clinical T staging between the groups were compared,and the risk factors were further analyzed by Logistic regression.Results The preoperative tPSA(Z=-3.252,P=0.001),SUVmax(Z=2.531,P=0.011),and clinical T staging(P=0.018)were all lower in the negative surgical margin group than in the positive surgical margin group.PSAD(OR=3.492,95%CI:1.095-11.133,P=0.035),SUVmax(OR=1.036,95%CI:1.003-1.070,P=0.034),and clinical T staging(OR=3.364,95%CI:1.117-10.133,P=0.045)were independent risk factors for positive surgical margins.Conclusion 18F-PSMA-1007 PET/CT has certain predictive value for positive surgical margins after RP in PCa patients.High PSAD,high SUVmax and high clinical T stage were independent risk factors for predicting positive margin after PR surgery,thus providing some reference for the clinical treatment strategy of PCa patients.
3.Diagnostic value of 18F-PSMA-1007 PET/CT in patients with PI-RADS 1-3 prostate cancer lesions on multi-parametric MRI
Liang LUO ; Ruiyan WANG ; Jungang GAO ; Yang LI ; Xiang LIU ; Xiaoyi DUAN
Chinese Journal of Nuclear Medicine and Molecular Imaging 2025;45(10):595-599
Objective:To evaluate the diagnostic efficacy of 18F-prostate specific membrane antigen (PSMA)-1007 PET/CT in patients with prostate imaging reporting and data system (PI-RADS) 1-3 lesions on multi-parametric MRI (mpMRI) and pathologically confirmed prostate cancer. Methods:Clinical, pathological, and imaging data of 59 patients (age (67.8±7.6) years) with PI-RADS 1-3 lesions on mpMRI in the First Affiliated Hospital of Xi′an Jiaotong University between December 2021 and March 2024 were retrospectively collected. Those patients also underwent 18F-PSMA-1007 PET/CT and prostate biopsy during the same period due to an elevated prostate specific antigen (PSA) level. The diagnostic performances of 18F-PSMA-1007 PET/CT for PI-RADS 1-3 prostate cancer and clinically significant prostate cancer were evaluated by using pathological results as the standard. Mann-Whitney U test was used to compare differences in clinical characteristics and PET parameters between PET-positive and PET-negative groups, and logistic regression analysis was performed to select independent influencing factors for the PET/CT diagnosis of prostate cancer. Results:Of the included 59 patients, 7, 27, and 25 had PI-RADS scores of 1, 2, and 3 respectively. Benign prostate hyperplasia was pathologically confirmed in 8 patients, and prostate cancer was confirmed in 51 patients, of which 37 had clinically significant prostate cancer. The sensitivity of 18F-PSMA-1007 PET/CT in diagnosing prostate cancer was 86.3%(44/51), the specificity was 2/8, the accuracy was 78.0%(46/59), the positive predictive value was 88.0%(44/50), and the negative predictive value was 2/9. For patients with clinically significant prostate cancer, the sensitivity, specificity, accuracy, positive predictive value, and negative predictive value were 91.9%(34/37), 27.3%(6/22), 67.8%(40/59), 68.0%(34/50), and 6/9, respectively. SUV max was significantly higher in the PET-positive group ( n=44) than that in the PET-negative group ( n=7; 12.8(9.1, 23.5) vs 5.1(5.0, 6.2); Z=-4.16, P=0.001). Logistic regression analysis showed that SUV max was an independent influencing factor for the diagnosis of prostate cancer by 18F-PSMA-1007 PET/CT (odds ratio ( OR)=6.01, 95% CI: 1.57-23.00, P=0.009). Conclusions:18F-PSMA-1007 PET/CT has a high sensitivity and positive predictive value in prostate cancer patients with PI-RADS 1-3 on mpMRI. It can be used as a supplementary modality to mpMRI to guide clinical decision for patients with PI-RADS 1-3 and clinically suspected prostate cancer lesions.
4.Diagnostic value of 18F-PSMA-1007 PET/CT in patients with PI-RADS 1-3 prostate cancer lesions on multi-parametric MRI
Liang LUO ; Ruiyan WANG ; Jungang GAO ; Yang LI ; Xiang LIU ; Xiaoyi DUAN
Chinese Journal of Nuclear Medicine and Molecular Imaging 2025;45(10):595-599
Objective:To evaluate the diagnostic efficacy of 18F-prostate specific membrane antigen (PSMA)-1007 PET/CT in patients with prostate imaging reporting and data system (PI-RADS) 1-3 lesions on multi-parametric MRI (mpMRI) and pathologically confirmed prostate cancer. Methods:Clinical, pathological, and imaging data of 59 patients (age (67.8±7.6) years) with PI-RADS 1-3 lesions on mpMRI in the First Affiliated Hospital of Xi′an Jiaotong University between December 2021 and March 2024 were retrospectively collected. Those patients also underwent 18F-PSMA-1007 PET/CT and prostate biopsy during the same period due to an elevated prostate specific antigen (PSA) level. The diagnostic performances of 18F-PSMA-1007 PET/CT for PI-RADS 1-3 prostate cancer and clinically significant prostate cancer were evaluated by using pathological results as the standard. Mann-Whitney U test was used to compare differences in clinical characteristics and PET parameters between PET-positive and PET-negative groups, and logistic regression analysis was performed to select independent influencing factors for the PET/CT diagnosis of prostate cancer. Results:Of the included 59 patients, 7, 27, and 25 had PI-RADS scores of 1, 2, and 3 respectively. Benign prostate hyperplasia was pathologically confirmed in 8 patients, and prostate cancer was confirmed in 51 patients, of which 37 had clinically significant prostate cancer. The sensitivity of 18F-PSMA-1007 PET/CT in diagnosing prostate cancer was 86.3%(44/51), the specificity was 2/8, the accuracy was 78.0%(46/59), the positive predictive value was 88.0%(44/50), and the negative predictive value was 2/9. For patients with clinically significant prostate cancer, the sensitivity, specificity, accuracy, positive predictive value, and negative predictive value were 91.9%(34/37), 27.3%(6/22), 67.8%(40/59), 68.0%(34/50), and 6/9, respectively. SUV max was significantly higher in the PET-positive group ( n=44) than that in the PET-negative group ( n=7; 12.8(9.1, 23.5) vs 5.1(5.0, 6.2); Z=-4.16, P=0.001). Logistic regression analysis showed that SUV max was an independent influencing factor for the diagnosis of prostate cancer by 18F-PSMA-1007 PET/CT (odds ratio ( OR)=6.01, 95% CI: 1.57-23.00, P=0.009). Conclusions:18F-PSMA-1007 PET/CT has a high sensitivity and positive predictive value in prostate cancer patients with PI-RADS 1-3 on mpMRI. It can be used as a supplementary modality to mpMRI to guide clinical decision for patients with PI-RADS 1-3 and clinically suspected prostate cancer lesions.
5.The predictive value of 18F-PSMA-1007 PET/CT for positive surgical margins after radical prostatectomy
Ruiyan WANG ; Liang LUO ; Ruxi CHANG ; Bo WANG ; Jungang GAO ; Xiaoyi DUAN
Journal of Xi'an Jiaotong University(Medical Sciences) 2025;46(3):486-490
Objective The application of 18F-PSMA-1007 PET/CT in the precise diagnosis and treatment of prostate cancer(PCa)is gradually increasing.This study aimed to explore the predictive value of 18F-PSMA-1007 PET/CT for positive surgical margins after radical prostatectomy(RP).Methods A total of 173 PCa patients who were pathologically confirmed and underwent RP in our hospital from July 2020 to August 2023 were retrospectively recruited.All patients underwent 18F-PSMA-1007 PET/CT whole-body imaging before surgery.According to the postoperative pathological results,they were divided into a negative surgical margin group with 83 cases and a positive surgical margin group with 90 cases.The differences in age,SUVmax,SUVmean,preoperative total prostate specific antigen(tPSA),prostate specific antigen density(PSAD),prostate volume,Gleason score,and clinical T staging between the groups were compared,and the risk factors were further analyzed by Logistic regression.Results The preoperative tPSA(Z=-3.252,P=0.001),SUVmax(Z=2.531,P=0.011),and clinical T staging(P=0.018)were all lower in the negative surgical margin group than in the positive surgical margin group.PSAD(OR=3.492,95%CI:1.095-11.133,P=0.035),SUVmax(OR=1.036,95%CI:1.003-1.070,P=0.034),and clinical T staging(OR=3.364,95%CI:1.117-10.133,P=0.045)were independent risk factors for positive surgical margins.Conclusion 18F-PSMA-1007 PET/CT has certain predictive value for positive surgical margins after RP in PCa patients.High PSAD,high SUVmax and high clinical T stage were independent risk factors for predicting positive margin after PR surgery,thus providing some reference for the clinical treatment strategy of PCa patients.
6.Efficacy of 18F-fluorodeoxyglucose PET/CT parameters in differentiating benign and malignant pulmonary nodules after propensity score matching
Ruxi CHANG ; Liang LUO ; Ruiyan WANG ; Weishan ZHANG ; Jungang GAO ; Wang YUAN ; Xiaoyi DUAN
Journal of Practical Radiology 2025;41(5):762-766
Objective To include patients with clinical data matched by propensity scores and to explore the value of 18F-fluorode-oxyglucose(18F-FDG)PET/CT metabolic parameters and radiomics in differentiating benign and malignant solitary pulmonary nod-ule(SPN).Methods A total of 54 patients with SPN(27 benign and 27 malignant)were retrospectively selected,all of them under-went 18F-FDG PET/CT scans.Then the metabolic parameters were analyzed,and the metabolic parameters model was established.After delineating the lesion,imaging features were selected through variance and correlation analysis.The logistic regression was used to build the model,and balance accuracy(bACC)was used to compare the performance of the models.The correlation between meta-bolic parameters and radiomics features was analyzed.Results The maximum standardized uptake value(SUVmax),total lesion uptake(TLU),and coefficient of variation(COV)of malignant were higher than those of benign(P<0.05).SUVmax and COV had positive predictive value for malignant lesions[odds ratio(OR)>1,P<0.05].There was no statistical difference between the performance of the metabolic parameters model and the radiomics model(P>0.05).There was a strong correlation between radiomics features and metabolic parameters.Conclusion After propensity score matching,metabolic parameters and radiomics show no statistical difference in differentiating benign from malignant SPN.
7.Value of 18F-PSMA-1007 PET/CT-based radiomics model for differential diagnosis between prostate cancer and benign prostatic hyperplasia
Liang LUO ; Ruxi CHANG ; Yunxuan LI ; Jungang GAO ; Xiang LIU ; Xiaoyi DUAN
Chinese Journal of Nuclear Medicine and Molecular Imaging 2024;44(2):80-85
Objective:To evaluate the value of prostate specific membrane antigen (PSMA) PET/CT-based radiomics models in differentiation between prostate cancer and benign prostatic hyperplasia (BPH).Methods:Data from 50 patients with prostate cancer (age: (70.0±8.8) years) and 25 patients with BPH (age: (66.9±9.4) years) who underwent 18F-PSMA-1007 PET/CT imaging and prostate biopsy in the First Affiliated Hospital of Xi′an Jiaotong University from May 2020 to September 2022 were retrospectively collected. Patients were divided into the training set ( n=53) and test set ( n=22) in the ratio of 7∶3 by using random seed number. The ROIs were delineated based on PET and CT images, and radiomics features were extracted respectively. Feature selection was performed using the minimum redundancy and maximum relevance (mRMR) and the least absolute shrinkage and selection operator (LASSO) algorithm. PET and PET/CT radiomics models were generated using logistic regression. ROC curve analysis was employed for model evaluation. In addition, comparisons of the 2 radiomics models with parameters including the ratio of free prostate specific antigen (fPSA)/total prostate specific antigen (tPSA), PET metabolic parameters, as well as prostate cancer molecular imaging standardize evaluation (PROMISE) were conducted (Delong test). Results:A total of 7 features were included in the PET radiomics model, and 3 CT-based features and 4 PET-based features were included in the PET/CT radiomics model. The AUCs of PET and PET/CT radiomics models in the training set and test set were 0.941, 0.914 and 0.965, 0.914, respectively, which were higher than those of fPSA/tPSA (0.719 and 0.710), SUV max(0.748 and 0.800), peak of SUV (SUV peak, 0.722 and 0.771), metabolic tumor volume (MTV, 0.640 and 0.595), total lesion uptake (TLU, 0.525 and 0.476) and PROMISE (0.644 and 0.667)[ z values for the training set: from -6.26 to -3.13, all P<0.01; z values for the test set: from -3.16 to -1.08, P>0.05 (fPSA/tPSA, SUV max, SUV peak) or P<0.05 (MTV, TLU, PROMISE)]. The differential diagnostic accuracy, sensitivity and specificity of PET and PET/CT radiomics models in the test set were 86.36%(19/22), 13/15, 6/7 and 90.91%(20/22), 15/15, 5/7, respectively. Conclusion:Compared with the clinical and PET parameters, PSMA PET/CT-based radiomics model can further improve the efficiency of differential diagnosis between prostate cancer and BPH.
8.Exploration the Immune Regulatory Mechanism of Hedysari Radix Based on Network Pharmacology,Molecular Dynamics,and UPLC-MS/MS
Xudong LUO ; Xinrong LI ; Chengyi LI ; Peng QI ; Tingting LIANG ; Xiaoli FENG ; Xu LI ; Jungang HE ; Xiaocheng WEI ; Ruijuan ZHOU ; Xinming XIE
Traditional Chinese Drug Research & Clinical Pharmacology 2024;35(3):376-383
Objective To predict the core targets and action pathways of Hedysari Radix based on UPLC-MS/MS and network pharmacology methods,and to verify the results of network pharmacology by molecular docking and molecular dynamics techniques.This article aims to investigate immune regulation mechanism of effective components absorbed into blood from Hedysari Radix.Methods Qualitative quantification of effective components absorbed into blood from Hedysari Radix were operated by using UPLC-MS/MS technique.The corresponding targets of effective components absorbed into blood from Hedysari Radix were screened by TCMSP and HERB databases.Targets of immune-related disease were obtained through DisGeNET,OMIM,TTD,and MalaCards databases.The network of"components absorbed into blood from Hedysari Radix-immune-related diseases"was then constructed.GO and KEGG enrichment analysis and mapped the PPI network were performed.Molecular docking and molecular dynamics techniques were applied for validation.Results A total of 8 prototype components absorbed into blood,synergistically acting on 101 targets,were identified by UPLC-MS/MS.They mediated 538 biological processes including immune response,positive regulation of gene expression,receptor binding,and cytokine activity.Meanuhile,116 signaling pathways,such as HIF-1,Toll-like receptor,JAK-STAT,T cell receptor,PI3K-Akt,and FoxO etc.were involved.The core targets were MAPK14,PTGS2,MMP9,PPARG,CCND1,etc..The results of molecular docking showed that formononetin and calycosin had strong docking binding activity with MAPK14.And molecular dynamics simulations further demonstrated that the binding between MAPK14 and formononetin or calycosin had good structural stability and binding affinity.Conclusion The results of serum pharmacochemistry,network pharmacology and molecular dynamics were verified to reveal the material basis and mechanism of Hedysari Radix in regulating immunity.The aim of this study is to provide scientific basis for its immunomodulatory mechanism.
9.Analysis of drug-resistant mutations in human immunodeficiency virus-1 infected patients in Chongqing City from 2014 to 2018
Mei LI ; Jungang LI ; Fulong LUO ; Jing WANG ; Yaokai CHEN ; Mei HAN ; Renni DENG
Chinese Journal of Infectious Diseases 2020;38(5):283-287
Objective:To investigate the drug-resistant mutations of human immunodeficiency virus-1 (HIV-1) in patients who received highly active antiretroviral therapy (HAART) from 2014 to 2018.Methods:A total of 880 patients with HIV-1 infection who had been treated with HAART for more than six months in Chongqing Infectious Disease Medical Center from May 2014 to December 2018 were enrolled. Plasma samples were collected, and one-step reverse transcription-polymerase chain reaction (PCR) and nested PCR were taken to amplify protease and reverse transcriptase regions of HIV-1 pol gene region. The obtained amplified nucleotide sequences were compared with the drug resistance database for antiviral drug resistance analysis. Viral genotyping tool software was used to analyze HIV-1 subtype distribution. The categorical variables were compared using chi-square test. Results:Among 880 patients, the plasma HIV-1 viral load was (4.12±0.63) lg copies/mL, the CD4 + T lymphocyte count was (251±124)/μL, and the median duration of antiviral therapy was 26 months. In the subtypes analysis, the circulating recombinant form (CRF) 01-AE subtype was the largest proportion of HIV-1 subtypes, accounting for 38.9%(342/880), and the CRF07-BC subtype accounted for 28.5%(251/880), B+ C subtypes accounted for 16.2%(143/880). Drug-resistant mutations were detected in 534 patients, with a total drug resistance rate of 60.7%. The drug resistance rates of nucleoside reverse transcriptase inhibitors (NRTI), non-nucleoside reverse transcriptase inhibitors (NNRTI) and protease inhibitors (PI) were 51.0%(449/880), 58.6%(516/880) and 1.7%(15/880), respectively. The drug resistances to lamivudine, emtricitabine, efavirenz, and nevirapine were serious, and the medium/high resistance rates were 46.8%(412/880), 46.8%(412/880), 51.3%(451/880), and 53.6%(472/880), respectively, while those to zidomidudine (6.0%, 53/880), etravirin (9.0%, 451/880) and PI were not serious. M184IV (47.3%), K65R (22.2%) and K70RE (12.6%) were the most frequent mutations for NRTI. K103NS (25.1%), V106A (19.7%) and V179DE (14.4%) were the most frequent mutations for NNRTI. The most common drug-resistant mutations for PI were L10FIV (7.4%) and A71IVT (6.5%). The drug resistance rate of CRF01-AE subtype (69.3%, 237/342) was higher than those of CRF07-BC subtype (49.8%, 125/251) and B+ C subtype (51.0%, 73/143), the differences were statistically significant ( χ2=22.6 and 14.6, respectively, both P<0.05). Conclusions:The incidence of drug resistance is high among HIV-1 infected patients after six-month HAART treatment in Chongqing City. The drug resistance to NNRTI is the most common, followed by NRTI, while PI is less resistant. Drug resistance is the main reason for the virological breakthrough in HIV-1 infected patients.
10.Correlation of ubiquitin expression in muscles of gastric cancer patients with their nutritional status and prognosis
Guoliang ZHANG ; Jungang LUO ; Yuanshui SUN ; Sunyang FANG ; Fusen CHEN ; Zhiliang TANG
Chinese Journal of Clinical Nutrition 2018;26(2):78-82
Objective To look into the effect of ubiquitin (Ub) in muscles of gastric cancer patients on their nutritional status and prognosis.Methods Abdominal rectus muscles of 102 patients with gastric cancer and 53 patients with benign abdominal diseases were studied.The expressions of Ub mRNA and protein were assessed through real time-PCR and Western blot.Results The relative expression of Ub mRNA in rectus abdominis muscles of gastric cancer patients (4.10± 1.04) was significantly upregulated compared with the control group (3.17±0.32) (t =7.386,P=0.000).The expression of Ub protein in rectus abdominis muscles of patients with gastric cancer was upregulated compared with the controls (0.151 ±0.058 vs.0.084±0.046,t =7.275,P =0.000).The high expression of Ub mRNA in rectus abdominis muscles of gastric cancer patients was significantly associated with decreases in weight,body mass index,prognostic nutritional index,serum albumin and hemoglobin (x2 =11.780,6.557,11.849,15.742,8.360;P=0.001,0.010,0.001,0.000,0.004).The high expression of Ub mRNA in rectus abdominis muscles of gastric cancer patients was not correlated with the patients'sex,age,tumor size or Borrmann type (x2 =0.038,1.978,0.486,1.483;P=0.774,0.160,0.486,0.223),but it was related to the pathologic type,lymph node metastasis and TNM staging of gastric carcinoma (x2 =11.260,9.362,20.517;P=0.004,0.002,0.000).The survival rate of gastric cancer patients with high expression of Ub mRNA was lower than those with low expression (x2 =5.775,P =0.016).Conclusions Ub mRNA and protein were upregulated in rectus abdominis muscles of gastric cancer patients.The high expression of Ub mRNA in these patients was related to their nutritional status and prognosis,which might play an important role in the development of cachexia.

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