1.Establishment and verification of prediction model for benign or malignant of≤20 mm solitary pulmonary nodules
Hua ZHONG ; Anqi LI ; Jianghe KANG ; Jin′an WANG ; Shaoyin DUAN
Chinese Journal of Radiology 2021;55(7):745-750
Objective:To establish and verify the prediction model of benign or malignant of solitary pulmonary nodules (SPNs≤20 mm) based on artificial intelligence.Methods:Totally 338 SPNs (≤20 mm) from 279 patients, confirmed by operation and pathology, were selected in Zhongshan Hospital Xiamen University from November 2018 to May 2020. Clinical data (age, gender, smoking history, individual and family history of malignancy), image features (maximum diameter, minimum diameter, solid proportion, volume, lobulation sign, burr sign, vacuole sign, cavity sign, pleural indentation sign, and radiomic features (maximum CT value, minimum CT value, average CT value, median CT value, CT value standard deviation, skewness, peak, energy, entropy) were analyzed retrospectively. All the data of patients were randomly divided into training set (271 SPNs) and test set (67 SPNs). In the training set, the clinical, image features and radiomic features were first selected by the least absolute shrinkage and selection operator (LASSO) regression, then the independent risk factors of SPN (≤20 mm) were screened out by multi-variate logistic regression analysis, and the nomogram prediction models were constructed. Finally, the data of test set were used to verify the prediction model by the ROC curve and calibration curve (CC).Results:In the training set of 271 SPNs, 81 SPNs were benign and 190 malignant. After analysis of LASSO regression and multi-factor logistics regression, the independent predictors of benign or malignant SPN were age, gender, largest diameter, vacuole sign and solid proportion. The prediction model was P=e x/(1+e x), x=-2.583+0.027×age+1.519×gender+0.127×maximum diameter-2.132×solid proportion+1.720×vacuole sign. The results of the model showed that the area under curve (AUC) of ROC was 0.850, and the sensitivity was 73.7%, specificity was 82.7% and accuracy was 82.3%. In the test set of 67 SPNs, 22 SPNs were benign and 45 malignant. The results showed that the AUC of ROC was 0.882, and the sensitivity was 82.2%, specificity was 81.8% and accuracy was 85.1%. The calibration nomogram of prediction model showed that CC from training set or test set well coincided with its individual ideal curve ( Ptraining=0.688, Ptest=0.618). Conclusion:Prediction model of benign or malignant SPN ≤20 mm is established based on AI; it can obtain the prediction probability and has good diagnostic efficiency.
2.Effects of the extent of regional lymph node dissection on the prognosis of patients with T4 gallbladder carcinoma: a multi-center retrospective analysis
Anqi DUAN ; Facai YANG ; Zhiyuan BO ; Ningjia SHEN ; Yuanjin LIU ; Zhimin GENG ; Zhaohui TANG ; Jingdong LI ; Yongjie ZHANG ; Yinghe QIU
Chinese Journal of Digestive Surgery 2019;18(2):135-139
Objective To investigate the effects of the extent of regional lymph node dissection on the prognosis of patients with T4 gallbladder carcinoma.Methods The retrospective cohort study was conducted.The clinicopathological data of 64 patients with T4 gallbladder carcinoma who underwent radical cholecystectomy in the 4 medical centers between January 2013 and December 2016 were collected,including 31 in the Eastern Hepatobiliary Surgery Hospital of Naval Medical University,16 in the First Affiliated Hospital of Xi'an Jiaotong University,11 in the Xinhua Hospital Affiliated to Shanghai Jiaotong University School of Medicine and 6 in the Affiliated Hospital of North Sichuan Medical College.There were 27 males and 37 females,aged from 35 to 77 years,with a median age of 59 years.Sixty-four patients underwent radical cholecystectomy and regional lymph node dissection.According to the extent of intraoperative lymph node dissection,25 patients (13 in the Eastern Hepatobiliary Surgery Hospital of Naval Medical University,6 in the First Affiliated Hospital of Xi'an Jiaotong University,4 in the Xinhua Hospital Affiliated to Shanghai Jiaotong University School of Medicine and 2 in the Affiliated Hospital of North Sichuan Medical College) whose extent of lymph node dissection involved lymph nodes next to cystic duct,hepatoduodenal ligament,back of head of pancreas,next to common hepatic artery and celiac trunk were allocated into the extended dissection group,39 patients (18 in the Eastern Hepatobiliary Surgery Hospital of Naval Medical University,10 in the First Affiliated Hospital of Xi'an Jiaotong University,7 in the Xinhua Hospital Affiliated to Shanghai Jiaotong University School of Medicine and 4 in the Affiliated Hospital of North Sichuan Medical College) whose extent of lymph node dissection involved lymph nodes next to cystic duct and hepatoduodenal ligament were allocated into the control group.Observation indicators:(1) postoperative complications;(2) follow-up and survival situations.Follow-up using outpatient examination and telephone interview was performed to detect postoperative overall survival up to January 2018.Measurement data with normal distribution were represented as Mean±SD,and comparison between groups was evaluated with the independentsample t test.Count data were represented as absolute number or percentage,and comparison between groups was analyzed using the chi-square test and Fisher exact probability.The survival curve was drawn using the KaplanMeier method,and the comparison of survival rates was done by the Log-rank test.Results (1) Postoperative complications:64 patients with T4 gallbladder carcinoma underwent successful radical cholecystectomy and regional lymph node dissection,without intraoperative death.Twelve patients had different degrees of postoperative complications.Four of 7 patients undergoing extended radical cholecystectomy had postoperative complications.Twenty-five patients in the extended dissection group were cured by conservative treatment,including 4 with intraperitoneal infection and 2 with pancreatic leakage,with a complication incidence of 24.0% (6/25).Thirtynine patients in the control group were cured by conservative treatment,including 5 with intraperitoneal infection and 1 with gastric retention,with a complication incidence of 15.4% (6/39).There was no statistically significant difference in the complication incidence between the two groups (x2=0.284,P>0.05).(2) Follow-up and survival situations:64 patients were followed up for 1-60 months.The postoperative overall median survival time was l l months.The postoperative median survival time,1-,3-and 5-year cumulative survival rates were respectively 18 months,80%,16%,9% in the extended dissection group and 8 months,21%,4%,0 in the control group,with a statistically significant difference in the prognosis between the two groups (x2=14.744,P< 0.05).Conclusions On the premise of practiced surgical skill,extended regional lymph node dissection cannot increase incidence of surgical complication in patients with T4 gallbladder carcinoma after radical resection.Actively extending lymph node dissection up to near common hepatic artery,peri-celiac trunk and back of head of pancreas can improve long-term survival and prognosis.
3.Diagnostic value of 18F-PSMA-1007 PET/CT in seminal vesicle invasion of prostate cancer
Anqi ZHENG ; Zhuonan WANG ; Yunxuan LI ; Dong HAN ; Cong SHEN ; Weixuan DONG ; Wang YUAN ; Xiaoyi DUAN
Chinese Journal of Nuclear Medicine and Molecular Imaging 2023;43(9):523-527
Objective:To evaluate the diagnostic value of the 18F-prostate specific membrane antigen (PSMA)-1007 PET/CT in seminal vesicle invasion (SVI) of prostate cancer. Methods:Clinical and pathological materials of 88 patients (age: 51-84 years) who underwent radical prostatectomy (RP) between May 2019 and December 2021 in the First Affiliated Hospital of Xi′an Jiaotong University were analyzed retrospectively. All patients underwent 18F-PSMA-1007 PET/CT examination for primary staging before surgery. The diagnostic efficiency of 18F-PSMA-1007 PET/CT in SVI was obtained using postoperative pathological results as the " gold standard" and ROC curve was drawn. Furthermore, univariate and multivariate logistic regression analyses were used to screen the influencing factors for 18F-PSMA-1007 PET/CT prediction of SVI. Results:The accuracy, sensitivity, specificity, positive predictive value and negative predictive value of 18F-PSMA-1007 PET/CT in diagnosing SVI were 79.55%(70/88), 72.73%(16/22), 81.82%(54/66), 57.14%(16/28) and 90.00%(54/60), respectively. The ROC AUC was 0.77. Results of univariate logistic regression showed that total prostate specific antigen (tPSA), primary SUV max, Gleason score, International Society of Urological Pathology (ISUP) grade group were associated with 18F-PSMA-1007 PET/CT prediction of SVI. Results of multivariate logistic regression showed that Gleason score (odds ratio ( OR)=2.04, 95% CI: 1.19-3.50, P=0.009) was a predictor of SVI in prostate cancer. Conclusion:18F-PSMA-1007 PET/CT has certain diagnostic value in SVI of prostate cancer, and combining with Gleason score can improve the diagnostic efficiency.
4.Inhibition of type 3 deiodinase expression can improve mitochondrial function in skeletal muscle of sepsis by up-regulating peroxisome proliferator-activated receptor-γ coactivator-1α
Gang WANG ; Jianfeng DUAN ; Ke CAO ; Tao GAO ; Anqi JIANG ; Yun XU ; Zhanghua ZHU ; Wenkui YU
Chinese Critical Care Medicine 2024;36(8):841-847
Objective:To investigate the protective effects and mechanisms of targeted inhibition of type 3 deiodinase (Dio3) on skeletal muscle mitochondria in sepsis.Methods:① In vivo experiments: adeno-associated virus (AAV) was employed to specifically target Dio3 expression in the anterior tibial muscle of rats, and a septic rat model was generated using cecal ligation and puncture (CLP). The male Sprague-Dawley (SD) rats were divided into shNC+Sham group, shD3+Sham group, shNC+CLP group, and shD3+CLP group by random number table method, with 8 rats in each group. After CLP modeling, tibial samples were collected and Western blotting analysis was conducted to assess the protein levels of Dio3, peroxisome proliferator-activated receptor-γ coactivator-1α (PGC1α), and silence-regulatory protein 1 (SIRT1). Real-time fluorescence quantitative polymerase chain reaction (RT-qPCR) was utilized to examine mRNA expression of genes including thyroid hormone receptors (THRα, THRβ), monocarboxylate transporter 10 (MCT10), mitochondrial DNA (mtDNA), and PGC1α. Transmission electron microscopy was employed to investigate mitochondrial morphology. ② In vitro experiments: involved culturing C2C12 myoblasts, interfering with Dio3 expression using lentivirus, and constructing an endotoxin cell model by treating cells with lipopolysaccharide (LPS). C2C12 cells were divided into shNC group, shD3 group, shNC+LPS group, and shD3+LPS group. Immunofluorescence colocalization analysis was performed to determine the intracellular distribution of PGC1α. Co-immunoprecipitation assay coupled with Western blotting was carried out to evaluate the acetylation level of PGC1α. Results:① In vivo experiments: compared with the shNC+Sham group, the expression of Dio3 protein in skeletal muscle of the shNC+CLP group was significantly increased (Dio3/β-Tubulin: 3.32±0.70 vs. 1.00±0.49, P < 0.05), however, there was no significant difference in the shD3+Sham group. Dio3 expression in the shD3+CLP group was markedly reduced relative to the shNC+CLP group (Dio3/β-Tubulin: 1.42±0.54 vs. 3.32±0.70, P < 0.05). Compared with the shNC+CLP group, the expression of T3-regulated genes in the shD3+CLP group were restored [THRα mRNA (2 -ΔΔCt): 0.67±0.05 vs. 0.33±0.01, THRβ mRNA (2 -ΔΔCt): 0.94±0.05 vs. 0.67±0.02, MCT10 mRNA (2 -ΔΔCt): 0.65±0.03 vs. 0.57±0.02, all P < 0.05]. Morphology analysis by electron microscopy suggested prominent mitochondrial damage in the skeletal muscle of the shNC+CLP group, while the shD3+CLP group exhibited a marked improvement. Compared with the shNC+Sham group, the shNC+CLP group significantly reduced the number of mitochondria (cells/HP: 10.375±1.375 vs. 13.750±2.063, P < 0.05), while the shD3+CLP group significantly increased the number of mitochondria compared to the shNC+CLP group (cells/HP: 11.250±2.063 vs. 10.375±1.375, P < 0.05). The expression of mtDNA in shNC+CLP group was markedly reduced compared with shNC+Sham group (copies: 0.842±0.035 vs. 1.002±0.064, P < 0.05). Although no difference was detected in the mtDNA expression between shD3+CLP group and shNC+CLP group, but significant increase was found when compared with the shD3+Sham group (copies: 0.758±0.035 vs. 0.474±0.050, P < 0.05). In the shD3+CLP group, PGC1α expression was significantly improved at both transcriptional and protein levels relative to the shNC+CLP group [PGC1α mRNA (2 -ΔΔCt): 1.49±0.13 vs. 0.68±0.06, PGC1α/β-Tubulin: 0.76±0.02 vs. 0.62±0.04, both P < 0.05]. ② In vitro experiments: post-24-hour LPS treatment of C2C12 cells, the cellular localization of PGC1α became diffuse; interference with Dio3 expression promoted PGC1α translocation to the perinuclear region and nucleus. Moreover, the acetylated PGC1α level in the shD3+LPS group was significantly lower than that in the shNC+LPS group (acetylated PGC1α/β-Tubulin: 0.59±0.01 vs. 1.24±0.01, P < 0.05), while the expression of the deacetylating agent SIRT1 was substantially elevated following Dio3 inhibition (SIRT1/β-Tubulin: 1.04±0.04 vs. 0.58±0.03, P < 0.05). When SIRT1 activity was inhibited by using EX527, PGC1α protein expression was notably decreased compared to the shD3+LPS group (PGC1α/β-Tubulin: 0.92±0.03 vs. 1.58±0.03, P < 0.05). Conclusion:Inhibition of Dio3 in skeletal muscle reduced the acetylation of PGC1α through activating SIRT1, facilitating nuclear translocation of PGC1α, thereby offering protection against sepsis-induced skeletal muscle mitochondrial damage.
5.Investigation on Coronavirus Disease-2019,Clinical Characteristics and Influencing Factors in Patients With Pulmonary Hypertension During the Coronavirus Disease-2019 Pandemic
Anqi DUAN ; Yi ZHANG ; Zhihui ZHAO ; Qing ZHAO ; Xin LI ; Zhihua HUANG ; Meixi HU ; Sicheng ZHANG ; Luyang GAO ; Qin LUO ; Zhihong LIU
Chinese Circulation Journal 2023;38(12):1285-1290
Objectives:To investigate the prevalence,clinical characteristics and risk factors of coronavirus disease-2019(COVID-19)in patients with pulmonary hypertension(PH). Methods:A questionnaire survey was conducted from December 30,2022 to January 6,2023 through the WeChat official account of the PH Patients Mutual Aid Organization.PH patients aged≥18 years from 26 province(municipality/autonomous region)were recruited to fill in the electronic survey questionnaire. Results:A total of 293 valid questionnaires were collected from PH patients.The mean age of patients was(40.6±12.7)years,and 226 patients(77.1%)of them were female.The vaccination rate was 59.7%(175/293),117 patients(39.9%)received three or more doses of vaccine,145 patients(49.5%)received inactivated vaccine.242 patients(82.6%)had COVID-19.The most common symptoms during infection were fever(85.5%),cough(77.7%),and fatigue(66.5%).10.7%of the patients had severe or critical COVID-19.Age(OR =1.057,95%CI:1.027-1.087,P<0.001)and comorbid pulmonary disease(OR=3.341,95%CI:1.215-9.184,P=0.019)were associated with severe or critical COVID-19.After adjusting for confounding factors,age was an independent risk factor for severe or critical COVID-19(OR=1.049,95%CI:1.019-1.080,P=0.001).Severe or critical COVID-19 was an independent risk factor for worsening heart failure in PH patients during COVID-19 pandemic(OR=10.522,95%CI:4.311-25.682,P<0.001). Conclusions:The immunization coverage of PH patients is insufficient.PH patients have a higher risk of developing severe or critical COVID-19 than general population.Ageing is an independent risk factor for severe or critical COVID-19,and the risk of worsening heart failure in PH patients with severe or critical COVID-19 is significantly increased during COVID-19 pandemic.
6.Discussion on pT3 staging in TNM staging of AJCC 8th edition gallbladder carcinoma
Facai YANG ; Jingdong LI ; Anqi DUAN ; Zhiyuan BO ; Ningjia SHEN ; Bin ZHU ; Wenlong YU ; Longjiu CUI ; Xiang WANG ; Lianghe YU ; Lei YIN ; Xiaohui FU ; Yongjie ZHANG ; Yinghe QIU
Chinese Journal of Surgery 2019;57(11):834-839
Objective To discuss the rationality of stage pT3 in the AJCC 8th TNM criteria of gallbladder carcinoma. Methods A retrospective study was performed to analyze the clinical and pathological data of 88 patients with pT3 gallbladder carcinoma admitted to Department of Second Biliary Surgery of Eastern Hepatobiliary Surgery Hospital, affiliated to Naval Medical University from May 2013 to September 2018.pT3 stage tumors were divided into two groups: (1) pT3a stage:tumors had penetrated serosa but not directly invaded liver and/or an adjacent organ or structure;(2) pT3b stage:tumor penetrating serosa and directly invaded liver and/or an adjacent organ or structure. There were 45 patients with pT3a stage, including 15 males and 30 females,aged 36 to 80 years,with a median age of 59 years;43 patients with pT3b, including 24 males and 19 females,aged 41 to 78 years old,median aged 63 years old.Patients with pT3a and pT3b were further divided into two groups respectively: radical resection group and extended radical resection group according to surgical radicalization. Independent sample t?test was used for comparison between two groups with normal distribution measurement data. Wilcoxon rank sum test was used between groups of non?normally distributed measurement data.The comparison of the count data was performed by χ2 test or Fisher exact probability method. Survival analysis was performed using Kaplan?Meier method, and survival rate was compared using Log?rank test.Results (1)Serum total bilirubin(15.6(90.3)mmol/L), albumin(40.2(4.8)mmol/L), and CA19?9(132.90(455.78)U/ml) levels in pT3b patients were higher than that in pT3a patients(10.2(6.8)mmol/L, 41.8(4.9)mmol/L, 14.35(36.27)U/ml), respectively(Z=-3.816,-1.966,-3.739, all P<0.05),postoperative complication rate in pT3b patients(24.4%) was higher than that in pT3a patients(8.9%)(P<0.05),postoperative hospital stay(12(7)days) and overall hospital stay((26±17)days) of pT3b patients were longer than that of pT3a patients((10±5) days and (19±7)days)(P<0.05).(2) The 1?,3?, 5?year survival rates of pT3b and pT3a patients were 53%,22%,22% and 69%, 46%,38%,and the median survival time was 13 months and 26 months, respectively. The difference in survival rates between the two groups was statistically significant(χ2=5.117, P=0.024). (3)The 1?, 3?year survival rates of extended radical resection group(n=19) and radical resection group(n=24) in the pT3b stage were 73%, 36% and 28%, 7%, respectively.The survival time was 20 months and 9 months,respectively,and the difference in survival rates between the two groups was statistically significant(χ2=4.976, P=0.026). Conclusions pT3 gallbladder carcinoma could be further subdivided into pT3a stage and pT3b stage based on the TNM criteria of AJCC 8th gallbladder carcinoma. Extended radical resection for pT3b gallbladder carcinoma should be further considered after comprehensive assessment of the patient′s basic condition and surgical tolerance.
7.Discussion on pT3 staging in TNM staging of AJCC 8th edition gallbladder carcinoma
Facai YANG ; Jingdong LI ; Anqi DUAN ; Zhiyuan BO ; Ningjia SHEN ; Bin ZHU ; Wenlong YU ; Longjiu CUI ; Xiang WANG ; Lianghe YU ; Lei YIN ; Xiaohui FU ; Yongjie ZHANG ; Yinghe QIU
Chinese Journal of Surgery 2019;57(11):834-839
Objective To discuss the rationality of stage pT3 in the AJCC 8th TNM criteria of gallbladder carcinoma. Methods A retrospective study was performed to analyze the clinical and pathological data of 88 patients with pT3 gallbladder carcinoma admitted to Department of Second Biliary Surgery of Eastern Hepatobiliary Surgery Hospital, affiliated to Naval Medical University from May 2013 to September 2018.pT3 stage tumors were divided into two groups: (1) pT3a stage:tumors had penetrated serosa but not directly invaded liver and/or an adjacent organ or structure;(2) pT3b stage:tumor penetrating serosa and directly invaded liver and/or an adjacent organ or structure. There were 45 patients with pT3a stage, including 15 males and 30 females,aged 36 to 80 years,with a median age of 59 years;43 patients with pT3b, including 24 males and 19 females,aged 41 to 78 years old,median aged 63 years old.Patients with pT3a and pT3b were further divided into two groups respectively: radical resection group and extended radical resection group according to surgical radicalization. Independent sample t?test was used for comparison between two groups with normal distribution measurement data. Wilcoxon rank sum test was used between groups of non?normally distributed measurement data.The comparison of the count data was performed by χ2 test or Fisher exact probability method. Survival analysis was performed using Kaplan?Meier method, and survival rate was compared using Log?rank test.Results (1)Serum total bilirubin(15.6(90.3)mmol/L), albumin(40.2(4.8)mmol/L), and CA19?9(132.90(455.78)U/ml) levels in pT3b patients were higher than that in pT3a patients(10.2(6.8)mmol/L, 41.8(4.9)mmol/L, 14.35(36.27)U/ml), respectively(Z=-3.816,-1.966,-3.739, all P<0.05),postoperative complication rate in pT3b patients(24.4%) was higher than that in pT3a patients(8.9%)(P<0.05),postoperative hospital stay(12(7)days) and overall hospital stay((26±17)days) of pT3b patients were longer than that of pT3a patients((10±5) days and (19±7)days)(P<0.05).(2) The 1?,3?, 5?year survival rates of pT3b and pT3a patients were 53%,22%,22% and 69%, 46%,38%,and the median survival time was 13 months and 26 months, respectively. The difference in survival rates between the two groups was statistically significant(χ2=5.117, P=0.024). (3)The 1?, 3?year survival rates of extended radical resection group(n=19) and radical resection group(n=24) in the pT3b stage were 73%, 36% and 28%, 7%, respectively.The survival time was 20 months and 9 months,respectively,and the difference in survival rates between the two groups was statistically significant(χ2=4.976, P=0.026). Conclusions pT3 gallbladder carcinoma could be further subdivided into pT3a stage and pT3b stage based on the TNM criteria of AJCC 8th gallbladder carcinoma. Extended radical resection for pT3b gallbladder carcinoma should be further considered after comprehensive assessment of the patient′s basic condition and surgical tolerance.
8.The application value and predictors of 18F-PSMA PET/CT on the metastatic lesions of prostate cancer with tPSA≤20 ng/mL
Anqi ZHENG ; Zhuonan WANG ; Weixuan DONG ; Yunxuan LI ; Lei LI ; Dalin HE ; Kaijie WU ; Xiaoyi DUAN
Journal of Modern Urology 2024;29(1):23-28
【Objective】 To explore the application value of 18F-PSMA PET/CT on the detection of metastatic lesions of prostate cancer with serum total prostate specific antigen (tPSA) ≤20 ng/mL and the predictive variables affecting the imaging results, and to establish a predictive nomogram for the metastasis of prostate cancer. 【Methods】 The imaging, pathological, serum and clinical data of 175 pathologically confirmed prostate cancer patients who underwent 18F-PSMA PET/CT examination during Jan.2020 and Oct.2021 were retrospectively collected.The patients were divided into metastatic group and non-metastatic group according to PET/CT imaging results, and the positive detection rate of metastatic lesions was calculated.The independent influencing factors of 18F-PSMA PET/CT in the positive detection of metastatic lesions were determined with univariate and multivariate logistic regression analyses.The predictive nomogram was established. 【Results】 Of the 175 patients, metastatic lesions were detected in 78 cases and not detected in 97 cases, with a detection rate of 44.6% (78/175).There were statistically significant differences between the metastatic group and the non-metastatic group in urinary tract symptoms, androgen deprivation treatment (ADT) at the time of PET/CT examination and the risk level of Gleason score (GS) (P<0.05).Univariate logistic regression showed that urinary tract symptoms(OR=3.64, P<0.001), GS risk (OR=3.96, P<0.001) and concurrent ADT treatment (OR=3.71, P<0.001) were associated with the positive detection rate of metastatic lesions.Multivariate Logistic regression showed that urinary tract symptoms (OR=3.19, P=0.002), GS high-risk group (OR=2.95, P=0.005) and concurrent ADT treatment (OR=3.27, P=0.001) were independent predictors of positive detection rate. 【Conclusion】 The probability of metastasis in newly diagnosed prostate cancer patients with tPSA≤20 ng/mL is high.18F-PSMA PET/CT is of high value for the early detection of metastasis.Urinary tract symptoms, GS high-risk group and concurrent ADT treatment are independent predictors of metastatic lesions.The predictive nomogram can help assist clinical optimization of imaging examination path.
9.The value of 18F-PSMA PET/CT imaging in detecting bone metastasis of prostate cancer
Cong SHEN ; Anqi ZHENG ; Xiang LIU ; Wang YUAN ; Lei LI ; Xiaoyi DUAN
Journal of Xi'an Jiaotong University(Medical Sciences) 2021;42(2):289-295
【Objective】 To compare the detection efficiency of 99mTc-MDP SPECT and PSMA PET/CT in detecting bone metastases in patients with prostate cancer. 【Methods】 We retrospectively collected data of 83 patients diagnosed with prostate cancer in The First Affiliated Hospital of Xi’an Jiaotong University from March 2019 to July 2020, concurrent with 99mTc-MDP SPECT and 18F-PSMA PET/CT whole body imaging in the same period. Two nuclear medicine physicians attending a double-blind interpretation compared whether the patients with bone metastases detected by two imaging methods under different PSA levels and different Gleason scores, and further analyzed the location and number of inconsistent bone metastases as well as the ability of PET/CT to detect metastatic lesions other than bone. 【Results】 Compared with 99mTc-MDP SPECT, 18F-PSMA PET/CT could detect more prostate cancer patients with bone metastases (P<0.001). When TPSA<10 ng/mL or >20 ng/mL, the detection rate of PET/CT for bone metastasis was higher than that of whole body bone scan (P<0.05). When Gleason score>8, PET/CT was more effective in detecting bone metastasis. The detection rate was higher than that of whole body bone scan (P<0.05). The lesions with positive PET/CT but not diagnosed by bone scan were mainly located in the chest bone, spine bone, and pelvic bone; the lesions with positive bone scan but missed by PET/CT were also more common in chest bone, with low nuclide uptake. The average SUVmax was 2.62±0.47 (1.60-3.30), and adjacent to the liver, spleen or salivary glands with higher metabolism. There were 21/51 (41.18%) cases of lymph node metastasis found outside of bone, 5/51 (9.80%) cases of lung metastasis, and 1/51 (1.96%) cases of liver metastasis. 【Conclusion】 18F-PSMA PET/CT imaging is significantly superior to 99mTc-MDP whole-body bone imaging in diagnosing bone metastasis of prostate cancer, and it can detect metastases other than bone.
10.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.