1.Ten-year real-world data analysis of clinical characteristics in treatment-naive patients with highly suspected prostate cancer and PSA level ≥20 ng/mL
Baolong PENG ; Mingzhe CHEN ; Junxin WANG ; Ranlu LIU ; Baojie MA ; Shanqi GUO ; Xingkang JIANG
Journal of Modern Urology 2025;30(1):13-21
[Objective] To analyze the clinicopathological characteristics of treatment-naive patients with highly suspected prostate cancer (PCa) with prostate-specific antigen (PSA) level ≥20 ng/mL, to provide reference for promoting early screening of PCa. [Methods] A retrospective analysis was conducted on the clinical data of treatment-naive patients with PSA level ≥20 ng/mL, undergoing prostate biopsy for highly suspected PCa at the Department of Urology, Tianjin Medical University Second Hospital during Jan.2013 and Jun.2023. The correlation between patients' age, body mass index (BMI), PSA, prostate volume (PV), prostate cancer-specific antigen density (PSAD), prostate imaging reporting and data system (PI-RADS) score, and International Society of Urological Pathology (ISUP) grade with highly suspected PCa metastasis and PSA stratification were analyzed. [Results] A total of 1778 suspected patients were enrolled. Pathological findings confirmed PCa in 1465 cases (82.4%), with 487(33.2%) diagnosed as metastatic PCa. Over the past decade, the number of patients undergoing prostate biopsy for highly suspected PCa and being confirmed has been increasing annually, with the proportion of metastatic cases remaining at around 30%. Compared with those with PSA level being 20-50 ng/mL, patients with PSA level >50 ng/mL had older age, lower BMI, higher PSAD, higher PI-RADS, higher ISUP, more diverse pathological types, and a higher incidence of metastasis (P<0.05) with lower proportion of urban residents. Additionally, analysis of metastatic PCa cases showed that 46.8%(228/487) had oligometastasis (≤5 metastatic lesions), including 99.0% bone metastasis, 4.1% extraregional lymph node metastasis, and 4.3% other organ metastasis. [Conclusion] Over the past 10 years, there has been a continuous increase in the number of treatment-naive biopsied cases and newly diagnosed cases of highly suspicious PCa with PSA level ≥20 ng/mL, while the proportion of metastatic cases remains high. Therefore, proactive efforts should be made to promote early screening of high-risk suspected cases.
2.Clinical Prediction Model for Diabetic Kidney Disease Based on Optical Coherence Tomography Angiography
Lijiao LU ; Nan XU ; Xinxin LIU ; Fangfang DU ; Cong ZHENG ; Hongjun PENG ; Mingzhe CAO ; Shibei AI
Journal of Sun Yat-sen University(Medical Sciences) 2024;45(2):253-260
ObjectiveTo construct and validate a clinical prediction model for diabetic kidney disease (DKD) based on optical coherence tomography angiography (OCTA). MethodsThis study enrolled 567 diabetes patients. The random forest algorithm as well as logistic regression analysis were applied to construct the prediction model. The model discrimination and clinical usefulness were evaluated by receiver operating characteristic curve (ROC) and decision curve analysis (DCA), respectively. ResultsThe clinical prediction model for DKD based on OCTA was constructed with area under the curve (AUC) of 0.878 and Brier score of 0.11. ConclusionsThrough multidimensional verification, the clinical prediction nomogram model based on OCTA allowed for early warning and advanced intervention of DKD.
3.Applications of Intelligent Governance in the Health Field from the Perspective of Sociology——Taking Peking University Third Hospital as an Example
Peixin HE ; Mingzhe WANG ; Yiyi LIU ; Xue JIANG
Journal of Medical Informatics 2024;45(1):13-20
Purpose/Significance To conduct the real world research on the application and impact of artificial intelligence(AI)technology in medical institutions,and to assist in intelligent governance decision-making in the field of medicine and health.Method/Process Taking Peking University Third Hospital as the research scene,the AI medical social experiment is carried out through literature meta-analysis,knowledge graph construction and mixed methodology research.Result/Conclusion Scholars at home and abroad are cautious and optimistic about the application of AI technology in the field of health.The research,development and application of AI technology in domestic public hospitals are very active,but small-scale field studies suggest that AI technology may lead to problems such as misleading decision-making and weakening of human subjectivity while improving the efficiency of diagnosis and treatment.In-telligent governance in the field of health,represented by AI technology,requires a long period and a wide range of sociological observa-tions.It is recommended to build a research base for medical AI technology R&D and supervision based on public hospitals,and continue to pay attention to issues such as human subjectivity,medical ethics and scientific and technological ethics in AI social governance.
4.Association between the 24-hour movement behaviors and executive function in preschoolers
Chenglong WANG ; Huiqi SONG ; Mingzhe LI ; Yongsong LIU ; Jingjing WANG
Chinese Journal of Behavioral Medicine and Brain Science 2024;33(8):720-726
Objective:To explore the characteristics of 24-hour movement in preschoolers and its relationship with executive function.Methods:The study subjects consisted of 555 preschoolers in Zhuhai City. An objective measurement approach was employed, physical activity level was assessed by utilizing accelerometers and executive function was evaluated by computerized behavioral tests.The characteristics of 24-hour movement in children were described.Data were analyzed using SPSS 26.0 software, independent samples t-test was used to compare differences in 24-hour activity behaviors across genders, and multivariate linear regression was used to explore the effect of preschoolers' achievement of activity behaviors on executive functioning. Results:According to the physical activity guideline for Chinese preschoolers aged 3-6 years recommendations for children's daily moderate to vigorous-intensity physical activity, sedentary screen time, and sleep duration, among the study participants, the compliance rate of moderate to vigorous-intensity physical activity (≥60 min/d) was 33.9 %(188/555), sedentary screen time (≤1 h/d) was 43.4%(241/555), and sleep duration (10-13 h/d) was 83.4 %(463/555). Only 13.3 %(74/555) of the participants met the recommended guidelines for all three behaviors. The correct score of the working memory test was (60.6±20.3) and the reaction time of the inhibitory control test was (695.1±135.8) ms. In male preschoolers, moderate to vigorous-intensity physical activity (≥60 min/d) positively predicted working memory( β=0.121, P=0.037), while sedentary screen time (≤1 h/d) negatively predicted inhibitory control ( β=-0.122, P=0.036). Conclusions:The daily compliance rate of moderate to vigorous-intensity physical activity and sedentary screen time is low among preschooler. The former is positively correlated with working memory in preschool boys, while the latter is negatively correlated with inhibitory control.
5.Establishment and validation of nomogram for predicting prostate biopsy results based on pre-biopsy inflammatory markers
Mingyu GUO ; Baoling ZHANG ; Shangrong WU ; Yang ZHANG ; Mingzhe CHEN ; Xiong XIAO ; Xingkang JIANG ; Hongtuan ZHANG ; Yong XU ; Ranlu LIU
Chinese Journal of Urology 2023;44(10):752-760
Objective:To explore the predictive value of pre-biopsy serum inflammatory markers on positive prostate biopsy results, establish a nomogram model based on pre-biopsy inflammatory markers combined with other parameters, and evaluate its predictive ability for prostate biopsy results.Methods:The clinical data of 601 patients undergoing transperineal prostate biopsy who were admitted to the Second Hospital of Tianjin Medical University from August 2019 to August 2021 were retrospectively analyzed. The median age was 68(35, 89)years, and the median tPSA was 9.56(4.01, 19.95)ng/ml. The median fPSA was 1.36(0.88, 2.02)ng/ml, the median PSAD was 0.16(0.11, 0.26)ng/ml 2, and the median platelet-to-lymphocyte ratio(PLR)was 129.90(98.95, 169.89). PI-RADS v2.1 score<3 points in 189 cases(31.45%), 3 points in 174 cases(28.95%), 4 points in 190 cases(31.61%), and 5 points in 48 cases(7.99%). A simple randomization method was used to obtain 421 cases(70.00%)in the modeling group and 180 cases(30%)in the validation group.There was no significant difference in the clinical data between the two groups ( P>0.05). Univariate and multivariate logistic regression analysis were performed in the modeling group to screen independent influencing factors for the prediction of positive prostate biopsy results. A nomogram model was established and internal verification was conducted. External validation of the model was performed in the validation group. Receiver operating characteristic(ROC)curve was used to verify model discrimination, Hosmer-Lemeshow goodness-of-fit test was used to verify model calibration, and decision curve analysis (DCA) was used to evaluate the net benefit and clinical utility of the predictive model. Results:The results of univariate analysis showed that the age( OR=1.060, P<0.01), histological inflammation( OR=0.312, P<0.01), the number of biopsy needles( OR=0.949, P=0.009), f/tPSA( OR=0.954, P=0.003), PV( OR=0.973, P<0.01), PSAD( OR=29.260, P<0.01), PI-RADS v2.1 score(3-point OR=3.766, P=0.001; 4-point OR=11.800, P<0.01; 5-point OR=57.033, P<0.01), lymphocyte count( OR=1.535, P=0.013), NLR( OR=0.848, P=0.044), PLR( OR=0.994, P=0.005)and SII( OR=0.999, P=0.009)were statistically different between the prostate patients and non-prostate cancer patients in the modeling group; Multivariate analysis showed that age( OR=1.094, P<0.001), fPSA( OR=0.605, P=0.002), histological inflammation ( OR=0.241, P<0.001), PSAD ( OR=7.57, P=0.013), PLR ( OR=0.994, P=0.005) and PI-RADS v2.1 Score(3-point OR=2.737, P=0.016; 4-point OR=8.621, P<0.001; 5-point OR=47.65, P<0.001) was an independent influencing factor for prostate cancer at initial biopsy; a nomogram model based on age, fPSA, PSAD, PLR and PI-RADS v2.1 scores was established. The AUC of the modeling group was 0.849(95% CI 0.810-0.888), and the sensitivity was 80.9%, and the specificity was 76.1%; the AUC of the validation group was 0.862(95% CI 0.809-0.915), and the sensitivity was 91.9%, and the specificity was 67.8%, suggesting that the diagnostic prediction model had a good discrimination. The calibration curve showed that the prediction model was well calibrated ( χ2=6.137, P=0.632). The decision curve analysis (DCA) of the modeling and validation groups indicated a larger net benefit of the predictive model. Conclusions:The nomogram model established in this study based on age, fPSA, PSAD, PLR and PI-RADS v2.1 score showed good predictive efficacy for prostate biopsy in patients with PSA between 4-20 ng/ml.
6.Analysis of neutron beam quality control test items in boron neutron capture therapy (BNCT) equipment
Jinsheng CHENG ; Mingsheng LI ; Bin SHI ; Shufeng ZHANG ; Yuntao LIU ; Mingzhe SONG ; Zizhu ZHANG ; Jun CHEN
Chinese Journal of Radiological Medicine and Protection 2023;43(8):614-619
Objective:To provide reference for establishing the testing method for quality control of neutron beam in boron neutron capture therapy (BNCT) equipment in China by testing the radiation characteristic parameters and dosimetry characteristic parameters of epithermal neutron beam in hospital neutron irradiator (IHNI).Methods:By comparing the uncertainties in the result of various test items with the deviation values recommended by the European Joint Research Center (EC-JRC), the feasibility of the relevant of testing method was analyzed and evaluated.Results:The uncertainty in epithermal neutron fluence rate was 2.7%. The uncertainty in ratio of thermal to epithermal neutron fluence rate was 3.1%. The uncertainty in ratio of fast neutron air kerma to epithermal neutron fluence rate was 9.3%. The uncertainty in ratio of gamma air kerma to epithermal neutron fluence rate was 8.7%. The uncertainty in spatial distribution of neutron fluence rate was 2.7%. The uncertainty in thermal neutron fluence rate in phantom was 1.8%. The uncertainty in neutron and gamma-ray dose rate in phantom was 17.1% and 4.0%, respectively.Conclusions:The uncertainty in neutron dose rate measurement result in phantom is higher, and further research is needed to improve the accuracy of the testing method. The uncertainty in the measurement result of other test items is lower, and the accuracy of the test result is expected to meet the allowable deviation value recommended by the European Joint Research Center, and the test method is feasible.
7.Effect of combined catheter ablation of atrial fibrillation and left atrial appendage closure on left atrial structure compared with a single procedure.
Zhentao FEI ; Ming LIU ; Pengcheng YAO ; Mingzhe ZHAO ; Changqi GONG ; Mu CHEN ; Yudong FEI ; Binfeng MO ; Rui ZHANG ; Yichi YU ; Yuli YANG ; Qian WANG ; Wei LI ; Pengpai ZHANG ; Jian SUN ; Qunshan WANG ; Yigang LI
Chinese Medical Journal 2023;136(24):3010-3012
8.Mechanism of epidural scar hyperplasia after laminectomy induced by blood siltation
Haoran WANG ; Jun LIU ; Yunfeng BAI ; Jinpeng SUN ; Feng HUA ; Mingzhe LI
Chinese Journal of Orthopaedics 2023;43(8):516-525
Objective:To explore the mechanism of epidural scar tissue hyperplasia induced by erythrocyte rupture and release of interleukin-33 (IL-33) after laminectomy in mice.Methods:In the zoological experiment, the operation group (Laminectomy) and the sham operation group were set, and HE staining and Masson staining were performed to test for blood accumulation in the operation area after laminectomy in mice. Then 12 wild-type mice with 6-8 week old were selected and divided into 4 groups: the sham operation group, the operation group (normal saline control), the pure red blood cell intervention operation group, the whole blood intervention operation group. The normal saline (100 mg/kg) was injected into the postoperative area. The red blood cells or whole blood with the same volume were injected into the postoperative area in the pure red blood cell intervention group and the whole blood intervention group. The postoperative recovery of mice in each group was observed. The levels of fibronectin in the postoperative scar tissues of mice in four groups were detected by western blot technology, and the degree of postoperative epidural scar hyperplasia was directly observed by immunohistochemistry. In the cytological experiment, the wild-type mouse erythrocyte normal saline group, the control group of IL-33 knockout mouse erythrocyte normal saline, the wild-type mouse erythrocyte lysis group, and the IL-33 knockout mouse erythrocyte lysis group were set. The levels of IL-33 in the red blood cells of four groups were detected by western blot. Then, a blank wild-type mouse erythrocyte control group, a wild-type mouse relative to the control group (only secondary antibody added to test for non-specific binding), a wild-type mouse erythrocyte group and an IL-33 knockout mouse erythrocyte group (to test for antigen specificity of the primary antibody) were set. Immunofluorescence staining was performed on the erythrocytes of four groups and the level of IL-33 was detected by flow cytometry.Results:HE staining and Masson staining after laminectomy showed that there was blood stasis in the local incision area of mice in the operation group. The epidural scar hyperplasia in the incision area of mice after whole blood or red blood cells intervention was higher, especially in the whole blood intervention group. IL-33 expression was almost undetectable in the wild-type erythrocyte normal saline control group, the IL-33-knockout erythrocyte normal saline control group, and the IL-33-knockout erythrocyte lysis group, while significant IL-33 expression was detectable in the wild-type erythrocyte lysis group. Immunofluorescence staining showed that IL-33 was expressed in and on the erythrocyte membrane of wild-type mice, while non-specific expression of IL-33 or a very small amount of IL-33 was almost undetectable in the other three groups. The immunofluorescence intensities of IL-33 in the four groups were 0.62±0.41, 60.17±4.39, 16.78±7.43 and 0.61±0.03, respectively ( F=281.90, P<0.001). The expression of IL-33 in the erythrocyte group of wild-type mice was the highest ( P<0.05). According to the results of flow cytometry, except for the trace amount of IL-33 detected in the wild-type mouse erythrocyte group, the expression of IL-33 in the other three groups was basically 0. The ratios of fibronectin to β-actin in the modeling area of the four groups gradually increased, and the ratios were 0.79±0.09, 1.26±0.23, 1.79±0.05 and 2.29±0.58, respectively, and the differences were statistically significant ( F=12.86, P=0.002). Fibronectin in the operation area of the three operation groups (normal saline control group, red blood cell intervention group and whole blood intervention group) was significantly higher than that of the sham operation group. The immunohistochemical staining results of fibronectin in the modeling area of the four groups were the same as those in western blot experiment. The average optical density values of fibronectin in each group were 0.09±0.01, 0.18±0.01, 0.22±0.01 and 0.24±0.01, respectively, and the difference was statistically significant ( F= 210.7, P<0.001). Conclusion:There is indeed blood accumulation in the surgical area after laminectomy in mice, and it can aggravate the hyperplasia of epidural scar tissue. Erythrocyte is the main component in blood, and there is a large amount of IL-33 expression in the inner and outer membrane of erythrocyte membrane. The mechanism of promoting the proliferation of epidural scar tissue may be related to the release of IL-33 by erythrocyte lysis.
9.Universal chimeric Fcγ receptor T cells with appropriate affinity for IgG1 antibody exhibit optimal antitumor efficacy.
Wen ZHU ; Yang WANG ; Liangyin LV ; Hui WANG ; Wenqiang SHI ; Zexin LIU ; Mingzhe ZHOU ; Jianwei ZHU ; Huili LU
Acta Pharmaceutica Sinica B 2023;13(5):2071-2085
Developing universal CARs with improved flexible targeting and controllable activities is urgently needed. While several studies have suggested the potential of CD16a in tandem with monoclonal antibodies to construct universal CAR-T cells, the weak affinity between them is one of the limiting factors for efficacy. Herein, we systematically investigated the impact of Fcγ receptor (FcγR) affinity on CAR-T cells properties by constructing universal CARs using Fcγ receptors with different affinities for IgG1 antibodies, namely CD16a, CD32a, and CD64. We demonstrated that the activities of these universal CAR-T cells on tumor cells could be redirected and regulated by IgG1 antibodies. In xenografted mice, 64CAR chimeric Jurkat cells with the highest affinity showed significant antitumor effects in combination with herceptin in the HER2 low expression U251 MG model. However, in the CD20 high expression Raji model, 64CAR caused excessive activation of CAR-T cells, which resulted in cytokine release syndrome (CRS) and the decline of antitumor activity, and 32CAR with a moderate affinity brought the best efficacy. Our work extended the knowledge about FcγR-based universal CAR-T cells and suggested that only the FcγRCAR with an appropriate affinity can offer the optimal antitumor advantages of CAR-T cells.
10.Survival efficacy of MDS/AML patients with TP53 abnormal received allogeneic hematopoietic stem cell transplantation
Dan FENG ; Mingyang WANG ; Jia LIU ; Haixiao ZHANG ; Xin CHEN ; Rongli ZHANG ; Weihua ZHAI ; Qiaoling MA ; Aiming PANG ; Donglin YANG ; Jialin WEI ; Yi HE ; Sizhou FENG ; Mingzhe HAN ; Erlie JIANG
Chinese Journal of Hematology 2023;44(3):222-229
Objective:TP53-abnormal MDS/acute myeloid leukemia (AML) patients’ allogeneic hematopoietic stem cell transplantation (allo-HSCT) treatment’s effectiveness and influencing factors should be studied.Methods:42 patients with TP53 gene status change MDS/AML who underwent allo-HSCT from 2014.8.1 to 2021.7.31 at the Hematology Hospital of the Chinese Academy of Medical Sciences were the subject of a retrospective analysis. The 42 patients were divided into three groups: the TP53 deletion group (group A) , TP53 mono-alle mutation group (group B) , and TP53 multi-hit group (group C) . The differences in clinical features and prognostic factors after transplantation were analyzed.Results:There were 42 MDS/AML patients, including 21 patients with MDS, and 21 patients with AML. The median follow-up period was 34.0 (7.5-75.0) months and the median patient age at the time of transplantation was 41.5 (18-63) years old. The total OS was 66.3% (95% CI 53.4%-82.4%) in 3 years after transplantation, and EFS was 61.0% (95% CI 47.7%-78.0%) in 3 years. For 3 years after receiving hematopoietic stem cell transplantation, there were no statistically significant differences in 3-year OS and EFS in groups A, B, and C ( P≥0.05) . The 3 years OS was 82.5% (95% CI 63.1%-100.0%) in group A, 60.6% (95% CI 43.5%-84.4%) in group B, and 57.1% (95% CI 30.1%-100.0%) in group C. Univariate analysis revealed that the number of co-mutant genes, pre-HSCT treatment, and disease type did not affect prognosis, while age, karyotype, co-mutation, positive blast cell before transplantation, and positive blast cell after transplantation were common prognostic factors for OS and EFS ( P<0.1) . MRD levels before transplantation were found to be independent risk factors for OS ( P=0.037, HR=33.40, 95% CI 1.24-901.17) in a multivariate analysis. Conclusion:Patients with MDS/AML who have TP53 mutations can benefit from allo-HSCT, but patients with complex karyotypes have a worse prognosis. Meanwhile, the final flow cytometry (FCM) monitoring blast cell test before HSCT has a certain guiding significance for prognostic assessment.

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