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Guo H, Jia X, Liu H. Based on biomedical index data: Risk prediction model for prostate cancer. Medicine (Baltimore) 2021; 100:e25602. [PMID: 33907111 PMCID: PMC8084031 DOI: 10.1097/md.0000000000025602] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/13/2020] [Revised: 02/12/2021] [Accepted: 04/02/2021] [Indexed: 11/30/2022] Open
Abstract
ABSTRACT To explore the influencing factors of prostate cancer occurrence, set up risk prediction model, require reference for the preliminary diagnosis of clinical doctors, this model searched database through the data of prostate cancer patients and prostate hyperplasia patients National Clinical Medical Science Data Center.With the help of Stata SE 12.0 and SPSS 25.0 software, the biases between groups were balanced by propensity score matching. Based on the matched data, the relevant factors were further screened by stepwise logistic regression analysis, the key variable and artificial neural network model are established. The prediction accuracy of the model is evaluated by combining the probability of test set with the area under receiver operating characteristic curve (ROC).After 1:2 PSM, 339 pairs were matched successfully. There are 159 cases in testing groups and 407 cases in training groups. And the regression model was P = 1 / (1 + e (0.122 ∗ age + 0.083 ∗ Apo lipoprotein C3 + 0.371 ∗ total prostate specific antigen (tPSA) -0.227 ∗ Apo lipoprotein C2-6.093 ∗ free calcium (iCa) + 0.428 ∗ Apo lipoprotein E-1.246 ∗ triglyceride-1.919 ∗ HDL cholesterol + 0.083 ∗ creatine kinase isoenzyme [CKMB])). The logistic regression model performed very well (ROC, 0.963; 95% confidence interval, 0.951 to 0.978) and artificial neural network model (ROC, 0.983; 95% confidence interval, 0.964 to 0.997). High degree of Apo lipoprotein E (Apo E) (Odds Ratio, [OR], 1.535) in blood test is a risk factor and high triglyceride (TG) (OR, 0.288) is a protective factor.It takes the biochemical examination of the case as variables to establish a risk prediction model, which can initially reflect the risk of prostate cancer and bring some references for diagnosis and treatment.
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Affiliation(s)
- Hanxu Guo
- School of Clinical Medicine, Bengbu Medical College
| | - Xianjie Jia
- Department of Epidemiology and Health Statistics, School of Public Health, Bengbu Medical College
| | - Hao Liu
- Department of Pharmacy, Bengbu Medical College, Anhui Biochemical Drug Engineering Technology Research Center, Bengbu, China
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Li G, Zhang Q, Liu Z, Shen H, Zhu Y, Zhou Z, Ding W, Han S, Zhou J, Ou R, Luo M, Liu S. TriBAFF-CAR-T cells eliminate B-cell malignancies with BAFFR-expression and CD19 antigen loss. Cancer Cell Int 2021; 21:223. [PMID: 33865370 PMCID: PMC8052726 DOI: 10.1186/s12935-021-01923-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2021] [Accepted: 04/07/2021] [Indexed: 02/08/2023] Open
Abstract
Background To investigate the effect of TriBAFF-CAR-T cells on hematological tumor cells. Methods TriBAFF-CAR-T and CD19-CAR-T cells were co-cultured with BAFFR-bearing B-cell malignancies at different effector/target ratios to evaluate the anti-tumor effects. In vivo, TriBAFF-CAR-T and CD19-CAR-T cells were intravenously injected into Raji-luciferase xenograft mice. CD19 antigens losing lymphoblasts was simulated by Raji knocking out CD19 (CD19KO) to investigate the effect of TriBAFF-CAR-T cells on CD19KO Raji. Results Both TriBAFF-CAR-T and CD19-CAR-T cells significantly induced the lysis of Raji, BALL-1, and Jeko-1. Moreover, when CD19-CAR-T cells specifically caused the lysis of K562 with overexpressed CD19, the lethal effect of TriBAFF-CAR-T cells was also specific for BAFFR-bearing K562 with increasing levels of interleukin-2 and INF-γ. The TriBAFF-CAR-T have the same effect with CD19-CAR-T cells in treating Raji xenofraft mice. TriBAFF-CAR-T cells also have great effect in CD19KO Raji cells. Conclusions In this study, we successfully constructed novel TriBAFF-CAR-T cells to eliminate BAFFR-bearing and CD19 antigen loss in hematological tumor cells.
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Affiliation(s)
- Guangchao Li
- Department of Hematology, Guangdong Second Provincial General Hospital, Guangzhou, Guangdong Province, 510317, China.,Guangzhou Bio-gene Technology Co., Ltd, Guangzhou, Guangdong Province, 510530, China
| | - Qing Zhang
- Department of Hematology, Guangdong Second Provincial General Hospital, Guangzhou, Guangdong Province, 510317, China
| | - Zhi Liu
- Department of Hematology, Guangdong Second Provincial General Hospital, Guangzhou, Guangdong Province, 510317, China
| | - Huijuan Shen
- Department of Hematology, Guangdong Second Provincial General Hospital, Guangzhou, Guangdong Province, 510317, China
| | - Yangmin Zhu
- Department of Hematology, Guangdong Second Provincial General Hospital, Guangzhou, Guangdong Province, 510317, China
| | - Zhao Zhou
- Guangzhou Bio-gene Technology Co., Ltd, Guangzhou, Guangdong Province, 510530, China
| | - Wen Ding
- Guangzhou Bio-gene Technology Co., Ltd, Guangzhou, Guangdong Province, 510530, China
| | - Siqi Han
- Department of Medical Oncology, Jinling Hospital, Nanjing Clinical School of Southern Medical University, Nanjing, Jiangsu Province, 210002, China
| | - Jie Zhou
- Department of Hematology, People's Hospital of Deyang City, Deyang, Sichuan Province, 618000, China
| | - Ruiming Ou
- Department of Hematology, Guangdong Second Provincial General Hospital, Guangzhou, Guangdong Province, 510317, China. .,Department of Hematology, Guangdong Second Provincial General Hospital, Xin Gang Zhong Road 466#, Haizhu Distict, Guangzhou, Guangdong Province, 510317, China.
| | - Min Luo
- Department of Hematology, Guangdong Second Provincial General Hospital, Guangzhou, Guangdong Province, 510317, China. .,Guangzhou Bio-gene Technology Co., Ltd, Guangzhou, Guangdong Province, 510530, China. .,Department of Hematology, Guangdong Second Provincial General Hospital, Xin Gang Zhong Road 466#, Haizhu Distict, Guangzhou, Guangdong Province, 510317, China.
| | - Shuang Liu
- Department of Hematology, Guangdong Second Provincial General Hospital, Guangzhou, Guangdong Province, 510317, China. .,Department of Hematology, Guangdong Second Provincial General Hospital, Xin Gang Zhong Road 466#, Haizhu Distict, Guangzhou, Guangdong Province, 510317, China.
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