1.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.
2.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.
3.The value of 18F-PSMA PET/CT whole body tumor burden in predicting the serum PSA progression in prostate cancer
Yunxuan LI ; Anqi ZHENG ; Cong SHEN ; Zhuonan WANG ; Jungang GAO ; Xiang LIU ; Yang LI ; Xiaoyi DUAN
Journal of Xi'an Jiaotong University(Medical Sciences) 2022;43(2):186-190
【Objective】 To analyze the correlation of whole body tumor burden of 18F-prostate specific membrane antigen positron emission computed tomography (18F-PSMA PET/CT) with prostate specific antigen (PSA) and Gleason score so as to evaluate the value of 18F-PSMA PET/CT whole body tumor burden for predicting serum PSA progression in prostate cancer. 【Methods】 We retrospectively recruited 213 patients with prostate cancer who underwent 18F-PSMA PET/CT scanning from March 2019 to April 2021. The serum PSA and Gleason score were collected. Whole body tumor burden was measured by a semi-automatic method. The correlation of tumor burden with serum PSA and Gleason score was analyzed. After radical prostatectomy, the patients were divided into groups according to negative or positive 18F-PSMA PET/CT. PSA differences between groups were compared, and the receiver operating characteristic curve (ROC) of the subjects was drawn so as to obtain the threshold value of PSA to predict the positive rate of 18F-PSMA PET/CT. The patients were followed up for PSA after radical surgery, divided into groups according to the progress of PSA, and the differences in tumor burden between groups were compared. 【Results】 In Gleason score ≤7, =8, and ≥9 groups, whole body tumor burden was correlated with PSA in each group (P=0.001), and tumor burden significantly differed between the groups (P<0.001). In initial diagnosis and treatment group, biochemical recurrence group, and medication group, the correlation between tumor burden and PSA was statistically significant (P=0.001). The Gleason score of primary prostate lesion was significantly correlated with systemic tumor burden (P<0.001). The area under ROC curve of PSA predicting the positive rate of 18F-PSMA PET/CT after radical prostatectomy was 0.821; when PSA>0.577 ng/mL, the sensitivity and the specificity were 66.7% and 96.8%, respectively. The mean whole body tumor burden in 18F-PSMA PET/CT positive patients with PSA progression was higher than that in patients without PSA progression. 【Conclusion】 The whole body tumor burden of 18F-PSMA PET/CT is significantly correlated with PSA, which is helpful in predicting the serum PSA progression in prostate cancer. PSA can predict the positive rate of 18F-PSMA PET/CT to a certain extent. At the same time, PSA can also predict positive results of 18F-PSMA PET/CT to a certain extent, and guide clinical rational selection of this examination.
4.The value of 18F-PSMA-1007 PET/CT in evaluating oligometastatic and curative effects of prostate cancer
Zhuonan WANG ; Anqi ZHENG ; Jungang GAO ; Yang LI ; Xiang LIU ; Xiaoyi DUAN
Journal of Xi'an Jiaotong University(Medical Sciences) 2022;43(2):168-172
【Objective】 To investigate the value of prostate-specific antigen (PSA) level, Gleason score, and PSMA PET/CT maximum standardized uptake value (SUVmax) in predicting prostate cancer (PCa) metastasis and the treatment option of oligometastatic PCa. 【Methods】 We retrospectively recruited 170 patients with PCa confirmed by pathology, 97 of whom were untreated, and divided them into nonmetastatic group, oligometastatic group (metastasis≤5), and polymetastatic group. In addition, 28 patients with oligometastatic PCa underwent radical prostatectomy and 45 patients underwent androgen-deprivation therapy. We compared the differences in SUVmax, PSA, and Gleason scores between the three sub-groups of untreated patients, and also analyzed the correlation between SUVmax of local cancer lesions, Gleason score and PSA level. We further compared the differences in SUVmax and PSA levels between radical prostatectomy and androgen-deprivation therapy of oligometastatic PCa patients. According to Gleason score, patients with oligometastatic PCa were divided into two groups (low-intermediate risk group with Gleason score ≤7 and high-risk group with Gleason score ≥8), and the levels of SUVmax and PSA between the groups were compared. 【Results】 With the increasing number of metastases, SUVmax, PSA levels and Gleason scores all showed an upward trend, and there were significant differences among the three groups (P=0.029, P=0.001, P=0.046). The post-hoc test found significant difference in Gleason score between the oligometastatic group and the other two groups (P=0.043, P=0.002) as well as correlation of SUVmax level of the primary tumor with Gleason score and PSA (P=0.002, r=0.315; P<0.001, r=0.430). There was significant difference in PSA level between the two groups after radical prostatectomy and androgen-deprivation therapy (P=0.017). The difference in PSA between the two treatments persisted in the low-intermediate risk groups (P=0.021). 【Conclusion】 PSA level, Gleason score and SUVmax have some value in predicting PCa metastasis. Radical prostatectomy is an effective treatment strategy for patients with oligometastatic PCa, especially those with low-intermediate Gleason score.
5.The value of 18F-PSMA-1007 PET /CT in detecting the risk of metastasis in patients newly diagnosed with prostate cancer
Lu BAI ; Anqi ZHENG ; Jungang GAO ; Yang LI ; Xiang LIU ; Xiaoyi DUAN
Journal of Xi'an Jiaotong University(Medical Sciences) 2022;43(2):173-178
【Objective】 To investigate the diagnostic efficiency of 18F-PSMA-1007 PET/CT in assessing the metastasis of newly diagnosed prostate cancer (PC), and evaluate its relationship with clinical risk classification. 【Methods】 The clinical data of 257 newly diagnosed PC patients who underwent 18F-PSMA-1007 PET/CT between March 2019 and April 2021 were retrospectively reviewed in this study. All images were interpreted by two senior PET/CT diagnostic specialists. According to the D’Amico risk classification, the patients were divided into low-, intermediate- and high-risk groups. According to Gleason score (GS), the patients were divided into GS≤6, GS=7, and GS≥8 groups. According to the level of serum total prostate-specific antigen (tPSA), the patients were divided into <10 ng/mL, 10-20 ng/mL, and >20 ng/mL groups. Finally, in the groups with D’Amico risk classification, the subgroups were divided according to tPSA level and GS, and the differences of 18F-PSMA-1007 PET/CT in the detection of metastasis were compared among the subgroups. 【Results】 A total of 257 patients were enrolled with a median tPSA 16.34 (3.38-783.12) ng/mL and median Gleason score (GS) 8 (range: 6-10). There were 10 (3.89%), 36 (15.01%), and 211(80.10%) PC patients in the low-, intermediate-, and high-risk groups, respectively. The rate of metastasis in high-risk group, GS ≥ 8 group, and tPSA >20 ng/mL group was 45.02%, 46.50%, and 47.02%, respectively. The rate of metastasis in low-risk group, GS ≤6 group and tPSA <10 ng/mL group was 0, 8.82%, and 15.63%, respectively. When tPSA <10 ng/mL, the rate of metastasis in low-risk group (0) was lower than that in high-risk group (33.33%). When tPSA was 10-20 ng/mL, the rate of metastasis in intermediate-risk group (7.69%) was lower than that in high-risk group (38.71%). When GS ≤6, the rate of metastasis in low-risk group (0) was lower than that in high-risk group (38.71%). 【Conclusion】 The detection rate of metastasis in patients with newly diagnosed prostate cancer by 18F-PSMA-1007 PET/CT is positively correlated with GS, preoperative tPSA level, and D’Amico risk grade.
6.Effects of the S1PR3 specific agonist peptide GPS-725.017 on acute lung injury in mice
Jungang ZHENG ; Yu YANG ; Jingjing XU ; Yong LI ; Pengjie ZHANG ; Jun WANG ; Zihui LU ; Changshun HUANG ; Gang CAO
Chinese Journal of Emergency Medicine 2022;31(11):1470-1475
Objective:To design a modified S1PR3 specific agonist, GPS-725.017, and investigate its protective effect on acute lung injury by promoting macrophage clearance of bacteria.Methods:A short peptide derived from the intracellular region of S1PR3 receptor was named GPS725.017, which was modified with norleucine (Nle) and myristicacid (myr) at its N terminus. Mice were divided into the sham operation group, solvent group and GPS-725.017 treatment group. The acute lung injury model was induced by endotracheal injection of E. coli (5×10 6 CFU), and the experimental group was treated with GPS-725.017 (10 mg/kg). The 48-h survival rate of mice was recorded. After 5 h of modeling, the bacterial load and inflammatory cytokines in peripheral blood and lung were detected, and Vps34 protein content in alveolar macrophages was determined by Western blot. After 12-h of modeling, lung tissues were collected for H&E staining and pathological scores. Results:Compared with the solvent group, the survival rate of mice in the GPS-725.017 treatment group was significantly improved ( P<0.01), the bacterial CFU in blood and alveolar lavage fluid was significantly lower than that in the solvent group ( P<0.001), and the levels of TNF-α and IL-1β in blood and alveolar lavage fluid were significantly lower than those in the solvent group ( P<0.001). Western blot showed that the expression level of Vps34 protein in alveolar macrophages was significantly higher than that in the solvent group ( P<0.01). Histopathology result showed that the pathological damage of lung in the treatment group was significantly less than that in the solvent group ( P<0.001). Conclusions:The modified synthetic S1PR3 specific agonist GPS-725.017 could specifically activate the S1PR3 receptor on the membrane of alveolar macrophages and up-regulate the expression level of intracellular Vps34 protein, which can promote the removal of bacteria in alveolar macrophages, significantly reduce the degree of lung injury and improve the survival rate in ALI mice.
7.Proximal femoral biomimetic intramedullary nail versus proximal femoral anti-rotation intramedullary nail in treatment of senile osteoporotic intertrochanteric fractures
Zutao LI ; Jian YIN ; Wei XIAO ; Shouyin SHI ; Lixin CHE ; Jungang SUN
Chinese Journal of Orthopaedic Trauma 2022;24(6):528-532
Objective:To compare the clinical efficacy between proximal femoral biomimetic intramedullary nail (PFBN) and traditional proximal femoral anti-rotation intramedullary nail (PFNA) in the treatment of senile osteoporotic intertrochanteric fractures.Methods:The data were retrospectively analyzed of the 92 elderly patients with osteoporotic intertrochanteric fracture who had been treated at Department of Orthopedics, People's Hospital of Xinjiang Uygur Autonomous Region from April to October in 2021. According to their internal fixation methods, the patients were divided into 2 groups.In the PFBN group of 46 patients, there were 22 males and 24 females, with an age of (75.7±5.2) years and time from injury to operation of (3.1±0.4) d; in the PFNA group of 46 patients, there were 20 males and 26 females, with an age of (75.3±4.2) years and time from injury to operation of (3.3±0.5) d. Recorded were the operation time, intraoperative blood loss, hospital stay, fracture reduction quality, postoperative weight bearing time, hip function and complications at the last follow-up.Results:There was no significant difference in the preoperative general data between the 2 groups, showing comparability ( P>0.05). The operation time in the PFBN group was (47.3±11.4) min, significantly longer than that in the PFNA group [(39.2±15.3) min] ( P<0.05); the postoperative weight-bearing time in the former was (7.9±2.7) d, significantly shorter than that in the PFNA group [(21.2±5.7) d] ( P<0.05). There were no significant differences between the 2 groups in the intraoperative blood loss [(130.6±21.3) mL versus (123.5±17.8) mL], hospital stay [(4.2±1.6) d versus (4.6±2.1) d], the excellent and good rate of Francisco score [89.1% (41/46) versus 87.0% (40/46)], fracture healing time [(12.3±0.5) weeks versus (12.6±0.7) weeks], or the excellent and good rate of Harris hip score at the last follow-up [89.1% (41/46) versus 87.0% (40/46)] (all P>0.05). Conclusion:Both PFBN and PFNA can achieve satisfactory clinical results in the treatment of osteoporotic intertrochanteric fractures in the elderly patients, but PFBN may provide more reliable early stability and reduce patient bedtime than PFNA.
8.Research progress in treatment of tuberculous meningitis
Lele WANG ; Jianqiong GUO ; Jungang LI ; Song YANG ; Shenjie TANG
Chinese Journal of Clinical Infectious Diseases 2021;14(5):392-398
Tuberculous meningitis is the most common and serious type of central nervous system tuberculosis, with high mortality and disability rate, which has attracted extensive attention of global public health. The high mortality rate and disability rate of tuberculosis meningitis may be related to its lack of specific clinical and imaging characteristics, insufficient attention from clinicians, lack of early sensitive and specific diagnostic testing techniques, delay in treatment, and restricted penetration of anti-TB drugs into the blood-brain barrier or/and MDR-TB, etc. This article reviews the disease burden of TBM, chemotherapy drugs and regimens, anti-inflammatory agents, aspirin, interventional and surgical treatment to provide reference for clinical management of this disease.
9.The value of 18F-FDG PET/CT metabolic parameters in predicting the molecular phenotype of breast cancer
Yunxuan LI ; Cong SHEN ; Anqi ZHENG ; Jungang GAO ; Lu BAI ; Yan LI ; Xiaoyi DUAN
Journal of Xi'an Jiaotong University(Medical Sciences) 2021;42(6):885-891
【Objective】 To analyze the correlation between metabolic parameters of 18F-deoxyglucose-labeledpositron emission tomography/computed tomography(18F-FDG PET/CT) scan and the immunohistochemistry (IHC) expression in patients with primary breast cancer so as to explore the predictive value of the metabolic parameters for molecular subtypes. 【Methods】 We retrospectively recruited 97 patients who underwent 18F-FDG PET/CT scan from November 2016 to June 2020 with breast cancer. The clinical stages (Ⅰ,Ⅱ,Ⅲ and Ⅳ) and menstrual status (pre-menopause or menopause) were collected. Metabolic parameters, including the maximum standardized uptake value (SUVmax), mean standardized uptake value (SUVmean), metabolic tumor volume (MTV) and total lesion glycolysis (TLG) of the primary tumor, were calculated by physician according to the 40% SUVmax principle. The IHC expressions (positive or negative) of the estrogen receptor (ER), progesterone receptor (PR), human epidermal growth factor receptor 2 (HER2), proliferating cell nuclear antigen (Ki-67) and p53; the ipsilateral axillary lymph node metastasis (with or without), and the molecular subtypes (Luminal A, Luminal B, HER2 overexpression, and triple negative) were determined by an experienced pathologist. The correlations between the metabolic parameters and IHC expression were analyzed by Pearson test or Spearman test, and were further stratified by different menstrual status and ipsilateral axillary lymph node metastasis. Finally, we analyzed metabolic parameters among different molecular subtypes. 【Results】 For all the patients, SUVmax and SUVmean had significantly negative correlation with ER and PR expressions (P<0.05); SUVmax, SUVmean, and TLG were significantly positively correlated with Ki-67 expression (P<0.05). SUVmax, SUVmean, and TLG of premenopausal patients (n=57) were negatively correlated with ER and PR expressions (P<0.05), but positively correlated with Ki-67 expression (P<0.05). MTV, TLG and PR expressions in postmenopausal patients (n=40) were positively correlated (P<0.05). In patients with (n=27) or without (n=57) ipsilateral axillary lymph node metastasis, Ki-67 was negatively correlated with SUVmax and SUVmean (P<0.05); in patients without ipsilateral axillary lymph node metastasis, SUVmax, SUVmean, and TLG were negatively correlated with PR (P<0.05). Among different molecular types, SUVmax of HER2 overexpression was significantly higher than that of Luminal A (P<0.05). 【Conclusion】 The 18F-FDG PET/CT metabolic parameters of breast cancer patients have a good correlation with the expression of immunohistochemistry, and SUVmax has predictive value for the expression of hetergeneous molecular types.
10.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.

Result Analysis
Print
Save
E-mail