1.Progress in targeted inhibition of aerobic glycolysis combined with immunotherapy for renal cell carcinoma.
Kun ZHANG ; Mengyao RU ; Jiayuan WANG ; Jumei ZHAO ; Lan SHEN
Chinese Journal of Cellular and Molecular Immunology 2024;40(1):74-79
Tumor aerobic glycolysis is one of the main features of tumor metabolic reprogramming. This abnormal glycolytic metabolism provides bioenergy and biomaterials for tumor growth and proliferation. It is worth noting that aerobic glycolysis will not only provide biological materials and energy for tumor cells, but also help tumor cells to escape immune surveillance through regulation of immune microenvironment, thereby resisting tumor immunotherapy and promoting tumor progression. Based on the pathogenesis of renal cell carcinoma, this paper describes the characteristics of aerobic glycolysis, the effect of glycolytic metabolism on the immune microenvironment of renal cell carcinoma, the effect of glycolysis inhibitors on the immune microenvironment of renal cell carcinoma, and the prospect of glycolysis inhibitors combined with immune checkpoint inhibitors in the treatment of renal cell carcinoma.
Humans
;
Carcinoma, Renal Cell/therapy*
;
Immunotherapy
;
Glycolysis
;
Metabolic Reprogramming
;
Kidney Neoplasms/therapy*
;
Tumor Microenvironment
2.Deep Learning-Based Artificial Intelligence Model for Automatic Carotid Plaque Identification
Lan HE ; E SHEN ; Zekun YANG ; Ying ZHANG ; Yudong WANG ; Weidao CHEN ; Yitong WANG ; Yongming HE
Chinese Journal of Medical Instrumentation 2024;48(4):361-366
This study aims at developing a dataset for determining the presence of carotid artery plaques in ultrasound images,composed of 1761 ultrasound images from 1165 participants.A deep learning architecture that combines bilinear convolutional neural networks with residual neural networks,known as the single-input BCNN-ResNet model,was utilized to aid clinical doctors in diagnosing plaques using carotid ultrasound images.Following training,internal validation,and external validation,the model yielded an ROC AUC of 0.99(95%confidence interval:0.91 to 0.84)in internal validation and 0.95(95%confidence interval:0.96 to 0.94)in external validation,surpassing the ResNet-34 network model,which achieved an AUC of 0.98(95%confidence interval:0.99 to 0.95)in internal validation and 0.94(95%confidence interval:0.95 to 0.92)in external validation.Consequently,the single-input BCNN-ResNet network model has shown remarkable diagnostic capabilities and offers an innovative solution for the automatic detection of carotid artery plaques.
3.A preliminary exploration of a deep learning-based artificial intelligence model for automatic quantification of echocardiographic left ventricular ejection fraction
Lan HE ; Yang LU ; Zhigang XIA ; Xiaoyi XIE ; Lili DU ; Shulian GU ; Lan MA ; Yongming HE ; E SHEN
Journal of Clinical Medicine in Practice 2024;28(9):9-14
Objective To construct a deep learning-based artificial intelligence model to automatically quantify left ventricular ejection fraction (LVEF) using static views of echocardiography. Methods The study included data of 1, 902 adults with left ventricular multi-slice echocardiographic views at end-systole and end-diastole. The collected dataset was divided into development set (1, 610 cases, with 1, 252 cases for model training and 358 cases for parameter adjustment), internal test set (177 cases for internal validation), and external test set (115 cases for external validation and generalization testing). The model achieved left ventricular segmentation and automatic quantification of LVEF through precise identification of the left ventricular endocardial boundary and inspection of key points. The Dice coefficient was employed to evaluate the performance of the left ventricular segmentation model, while the Pearson correlation coefficient and the intraclass correlation coefficient were used to assess the correlation and consistency between the automatically measured LVEF and the reference standard. Results The left ventricular segmentation model performed well, with Dice coefficients ≥ 0.90 for both the internal and external independent test sets; the agreement between the automatically measured LVEF and the cardiologists' manual measurements was moderate, with Pearson correlation coefficients ranging from 0.46 to 0.71 and intragroup correlation analysis agreements from 0.39 to 0.57 for the internal test set; and Pearson correlation coefficients for the independent external test set were 0.26 to 0.54 and intra-group correlation analysis agreement of 0.23 to 0.50. Conclusion In this study, a left ventricular segmentation model with better performance is constructed, and initial application of the model for automatic quantification of LVEF for two-dimensional echocardiography has general performance, which requires further optimisation of the algorithm to improve the model generalisation.
4.The Efficacy and Safety of Daratumumab-Based Regimen in Treatment of Multiple Myeloma Patients with Renal Impairment.
Ling-Ling YIN ; Yang-Ling SHEN ; Feng-Ling MIN ; Wei-Ying GU ; Ying WANG ; Kun-Ming QI ; Zhen-Yu LI ; Kai-Lin XU
Journal of Experimental Hematology 2023;31(1):141-147
OBJECTIVE:
To investigate the efficacy and safety of daratumumab in treatment of multiple myeloma (MM) patients with renal impairment (RI).
METHODS:
The clinical data of 15 MM patients with RI who received daratumumab-based regimen from January 2021 to March 2022 in three centers were retrospectively analyzed. Patients were treated with daratumumab or daratumumab combined with dexamethasone or daratumumab combined with bortezomib and dexamethasone and the curative effect and survival were analyzed.
RESULTS:
The median age of 15 patients was 64 (ranged 54-82) years old. Six patients were IgG-MM, 2 were IgA-MM,1 was IgD-MM and 6 were light chain MM. Median estinated glomerular filtration rate (eGFR) was 22.48 ml/(min·1.73 M2). Overall response rate of 11 patients with MM was 91% (≥MR), including 1 case of stringent complete response (sCR), 2 cases of very good partial response (VGPR), 3 cases of partial response (PR) and 4 cases of minor response (MR). The rate of renal response was 60%(9/15), including 4 cases of complete response (CR), 1 case of PR and 4 cases of MR. A median time of optimal renal response was 21 (ranged 7-56) days. With a median follow-up of 3 months, the median progression-free survival and overall survival of all patients were not reached. After treatment with daratumumab-based regimen, grade 1-2 neutropenia was the most common hematological adverse reaction. Non-hematological adverse reactions were mainly infusion-related adverse reactions and infections.
CONCLUSION
Daratumumab-based regimens have good short-term efficacy and safety in the treatment of multiple myeloma patients with renal impairment.
Humans
;
Middle Aged
;
Aged
;
Aged, 80 and over
;
Multiple Myeloma/drug therapy*
;
Retrospective Studies
;
Dexamethasone/therapeutic use*
;
Antibodies, Monoclonal/therapeutic use*
;
Bortezomib/therapeutic use*
;
Renal Insufficiency/drug therapy*
;
Antineoplastic Combined Chemotherapy Protocols/therapeutic use*
5.Hollow copper sulfide nanoparticles loading deferoxamine for photothermal antibacterial therapy and promoting angiogenesis
Yi QIAO ; Chun ZHANG ; Yan-e MA ; Jia-ling CHEN ; Hai-jun SHEN
Acta Pharmaceutica Sinica 2023;58(9):2794-2801
Diabetic ulcer is recognized as a chronic nonhealing wound, often associated with bacterial infection and tissue necrosis, which seriously affect patients' health and quality of life. The traditional treatment methods exist some problems, such as bacterial resistance and secondary trauma, so it is urgent to find new methods to meet the requirements of diabetic ulcer treatment. In this study, we prepared a drug delivery system (DFO@CuS nanoparticles) based on hollow copper sulfide (CuS) nanoparticles loaded with deferoxamine (DFO), which realized the synergistic therapy of promoting angiogenesis and photothermal antibacterial. The morphological structure and particle size distribution of DFO@CuS nanoparticles were characterized by transmission electron microscopy and particle size analyzer, respectively. The antibacterial effect of DFO@CuS nanoparticles was evaluated by the plate coating method. The effects of DFO@CuS nanoparticles on the proliferation, migration, and tube formation of human umbilical vein endothelial cells (HUVECs) were evaluated by CCK-8 (cell counting kit-8) assay, cell scratch assay, and tube formation assay. The results showed that DFO@CuS nanoparticles were hollow and spherical in shape with an average particle size of (200.9 ± 8.6) nm. DFO@CuS nanoparticles could effectively inhibit the growth of methicillin-resistant
6.The Effects and Regulatory Mechanism of Targeting CXC Chemokine Receptor 1/2 Combined with Ara-C on the Malignant Biological Behaviors of U937 Cells of Acute Myeloid Leukemia.
Yan-Quan LIU ; Jian-Zhen SHEN ; Yue YIN ; Yu-Ting CHEN ; Hui YANG ; Huan-Wen TANG
Journal of Experimental Hematology 2023;31(2):364-376
OBJECTIVE:
To investigate and analyze the effect of CXC chemokine receptor 1/2 (CXCR1/2) targeting inhibitor Reparixin combined with cytarabine (Ara-C) on the malignant biological behaviors of acute myeloid leukemia cells and its effect on the expression of the CXCR family, while exploring the accompanying molecular mechanism, providing scientific basis and reference for new molecular markers and targeted therapy for AML.
METHODS:
Acute myeloid leukemia U937 cells were treated with different concentrations of Reparixin, Ara-C alone or in combination, and the cell morphology was observed under an inverted microscope; Wright-Giemsa staining was used to detect cell morphological changes; CCK-8 method was used to detect cell proliferation; the ability of cell invasion was detected by Transwell chamber method; the ability of colony formation was detected by colony formation assay; cell apoptosis was detected by Hoechst 33258 fluorescent staining and Annexin V/PI double-staining flow cytometry; monodansylcadaverine(MDC) staining was used to detect cell autophagy; the expression of apoptosis, autophagy and related signaling pathway proteins was detected by Western blot and the expression changes of CXCR family were detected by real-time quantitative polymerase chain reaction (qRT-PCR).
RESULTS:
Reparixin could inhibit the proliferation, invasion, migration and clone formation ability of U937 cells. Compared with the single drug group, when U937 cells were intervened by Reparixin combined with Ara-C, the malignant biological behaviors such as proliferation, invasion and colony formation were significantly decreased, and the levels of apoptosis and autophagy were significantly increased (P<0.01). After Reparixin combined with Ara-C intervenes in U937 cells, it can up-regulate the expression of the pro-apoptotic protein Bax and significantly down-regulate the expression of the anti-apoptotic protein Bcl-2, and also hydrolyze and activate Caspase-3, thereby inducing cell apoptosis. Reparixin combined with Ara-C could up-regulate the expressions of LC3Ⅱ and Beclin-1 proteins in U937 cells, and the ratio of LC3Ⅱ/LC3Ⅰ in cells was significantly up-regulated compared with single drug or control group (P<0.01). MDC result showed that the green granules of vesicles increased significantly, and a large number of broken cells were seen (P<0.01). Reparixin combined with Ara-C can significantly inhibit the phosphorylation level of PI3K, AKT and NF-κB signaling molecule, inhibit the malignant biological behavior of cells by inhibiting the activation of PI3K/AKT/NF-κB pathway, and induce programmed cell death. Ara-C intervention in U937 cells had no effect on the expression of CXCR family (P>0.05). The expression of CXCR1, CXCR2, and CXCR4 mRNA could be down-regulated by Reparixin single-agent intervention in U937 cells (P<0.05), and the expression of CXCR2 was more significantly down-regulated than the control group and other CXCRs (P<0.01). When Reparixin and Ara-C intervened in combination, the down-regulated levels of CXCR1 and CXCR2 were more significant than those in the single-drug group (P<0.01), while the relative expressions of CXCR4 and CXCR7 mRNA had no significant difference compared with the single-drug group (P>0.05).
CONCLUSION
Reparixin combined with Ara-C can synergistically inhibit the malignant biological behaviors of U937 cells such as proliferation, invasion, migration and clone formation, and induce autophagy and apoptosis. The mechanism may be related to affecting the proteins expression of Bcl-2 family and down-regulating the proteins expression of CXCR family, while inhibiting the PI3K/AKT/NF-κB signaling pathway.
Humans
;
U937 Cells
;
Cytarabine/therapeutic use*
;
Receptors, Interleukin-8A
;
NF-kappa B
;
Proto-Oncogene Proteins c-akt
;
Phosphatidylinositol 3-Kinases
;
Leukemia, Myeloid, Acute/genetics*
;
Apoptosis
;
Cell Proliferation
;
Apoptosis Regulatory Proteins
;
Proto-Oncogene Proteins c-bcl-2
;
RNA, Messenger
;
Cell Line, Tumor
7.Effect of Recombinant Human Thrombopoietin (rhTPO) on Long-term Hematopoietic Recovery in Mice with Acute Radiation Sickness and Relative Mechanism.
Hao LUAN ; Shuang XING ; Jing-Kun YANG ; Ye-Mei WANG ; Xue-Wen ZHANG ; Zi-Zhi QIAO ; Xing SHEN ; Zu-Yin YU
Journal of Experimental Hematology 2023;31(2):546-552
OBJECTIVE:
To investigate the effect and relative mechanism of Recombinant Human Thrombopoietin (rhTPO) on long-term hematopoietic recovery in mice with acute radiation sickness.
METHODS:
Mice were intramuscularly injected with rhTPO (100 μg/kg) 2 hours after total body irradiation with 60Co γ-rays (6.5 Gy). Moreover, six months after irradiation, peripheral blood, hematopoietic stem cells (HSC) ratio, competitive transplantation survival rate and chimerization rate, senescence rate of c-kit+ HSC, and p16 and p38 mRNA expression of c-kit+ HSC were detected.
RESULTS:
Six months after 6.5 Gy γ-ray irradiation, there were no differences in peripheral blood white blood cells, red blood cells, platelets, neutrophils and bone marrow nucleated cells in normal group, irradiated group and rhTPO group (P>0.05). The proportion of hematopoietic stem cells and multipotent progenitor cells in mice of irradiated group was significantly decreased after irradiation (P<0.05), but there was no significant changes in rhTPO group (P>0.05). The counts of CFU-MK and BFU-E in irradiated group were significantly lower than that in normal group, and rhTPO group was higher than that of the irradiated group(P<0.05). The 70 day survival rate of recipient mice in normal group and rhTPO group was 100%, and all mice died in irradiation group. The senescence positive rates of c-kit+ HSC in normal group, irradiation group and rhTPO group were 6.11%, 9.54% and 6.01%, respectively (P<0.01). Compared with the normal group, the p16 and p38 mRNA expression of c-kit+ HSC in the irradiated mice were significantly increased (P<0.01), and it was markedly decreased after rhTPO administration (P<0.01).
CONCLUSION
The hematopoietic function of mice is still decreased 6 months after 6.5 Gy γ-ray irradiation, suggesting that there may be long-term damage. High-dose administration of rhTPO in the treatment of acute radiation sickness can reduce the senescence of HSC through p38-p16 pathway and improve the long-term damage of hematopoietic function in mice with acute radiation sickness.
Humans
;
Mice
;
Animals
;
Thrombopoietin/metabolism*
;
Hematopoietic Stem Cells
;
Blood Platelets
;
Recombinant Proteins/therapeutic use*
;
Radiation Injuries
;
RNA, Messenger/metabolism*
8.Clinical Features and Outcomes of the Patients with B-Cell Chronic Lymphoproliferative Disease in the New Drug Era.
Cheng-Bo XU ; Min HU ; Jian-Zhen SHEN ; Hua-Qin XU ; Rui-Ji ZHENG
Journal of Experimental Hematology 2023;31(3):722-729
OBJECTIVE:
To analyze the clinical characteristics of the patients with B-cell chronic lymphoproliferative disease(B-CLPD) in the new drug era and the effect of new drug treatment on efficacy and survival.
METHODS:
The clinical and laboratory data of 200 cases B-CLPD patients diagnosed between April 2015 and August 2021 were analyzed retrospectively. The clinical efficacy and survival of the patients under different treatments including Bruton tyrosine kinase(BTK) inhibitors, rituximab, and chemotherapy alone were analyzed. The prognostic factors affecting the survival of patients were analyzed by univarite analysis and multivariate analysis.
RESULTS:
There were 119 male(59.5%) and 81 female(40.5%) in 200 cases B-CLPD patients, the sex ratio(male/female) was 1.5∶1 with median age of 61(30- 91) years old. The distribution of subtypes were as fallows: 51 cases (25.5%) of chronic lymphocytic leukemia/small lymphocytic lymphoma(CLL/SLL), 64(32.0%) cases of follicular lymphoma(FL), 40(20.0%) cases mantle cell lymphoma(MCL), 30(15.0%) cases of marginal zone lymphoma(MZL), 10(5%) cases of lymphoplasmacytic lymphoma/waldenstrom macroglobulinemia(LPL/WM), 5(2.5%) cases of B cell chronic lymphoproliferative disorders unclassified(B-CLPD-U) . The main clinical manifestation of 102 patients was lymph node enlargement, 32 cases were complicated with B symptoms. Among CLL/SLL patients, there were 12(23.5%) cases in Binet A and 39(76.5%) cases in Binet B/C. There were 29 patients(20.9%) in Ann Arbor or Lugano stage I-II and 110 cases(79.1%) in stage III-IV of other subtypes. The complete remission(CR) rate was 43.1%(25/58), 40.2%(39/97), 7.1%(1/14), and overaIl response rate(ORR) was 87.9%(51/58), 62.9%(61/97), 28.6%(4/14) in the groups of BTK inhibitors, rituximab-based therapy, and chemotherapy alone. The 3-year OS rate and PFS rate in all patients was 79.2% and 72.4% respectively. The 3-year OS rate of patient with MZL, CLL/SLL, FL,WM was 94.7%, 87.7%, 86.8% and 83.3% respectively, while the 3-year OS rate of MCL was only 40.6%, which was significantly lower than other subtypes. The median OS of patients treated with BTK inhibitors and rituximab-based therapy was 20.5 and 18.5 months respectively, and the 3-year OS rate was 97.4% and 90.7%. However, the median PFS of patients receiving chemotherapy alone was 4 months, and the 1-year OS rate was 52.7%, which was statistically significant compared with the other two groups(P<0.05). Univarite analysis showed that anemia, elevated lactate dehydrogenase, elevated β2-microglobulin, and splenomegaly were the poor prognostic factors for OS(P<0.05), elevated lactate dehydrogenase was also poor prognostic factors for PFS(P<0.05). Multifactor analysis showed that anemia and elevated lactate dehydrogenase were the independent poor prognostic factors for survival(P<0.05).
CONCLUSION
The clinical features of B-CLPD was various, anemia and elevated lactate dehydrogenase are the prognostic factors for poor survival. BTK inhibitors and new immunotherapy can improve the survival and prognosis of patients in the new drug era.
Humans
;
Adult
;
Female
;
Male
;
Middle Aged
;
Aged
;
Aged, 80 and over
;
Rituximab/therapeutic use*
;
Leukemia, Lymphocytic, Chronic, B-Cell/drug therapy*
;
Retrospective Studies
;
Lymphoma, Mantle-Cell
;
Prognosis
;
Lymphoma, B-Cell, Marginal Zone
;
Lactate Dehydrogenases
9.Experimental Study on the Mechanism of Mangiferin Inhibiting Malignant Biological Characteristics of Multiple Myeloma and Exerting Anticancer Effect.
Yan-Quan LIU ; Yue YIN ; Yu-Ting CHEN ; Jian-Zhen SHEN ; Huan-Wen TANG
Journal of Experimental Hematology 2023;31(3):794-800
OBJECTIVE:
To investigate the effect of pure Chinese herbal extract Mangiferin on the malignant biological behaviors of multiple myeloma (MM) cells, and to analyze the molecular mechanism of the anti-myeloma effect of Mangiferin, so as to provide experimental basis for MM replacement therapy.
METHODS:
U266 and RPMI8226 of human MM cell lines were intervened with different concentrations of Mangiferin. Cell proliferation was detected by CCK-8 method. Annexin V/PI double staining flow cytometry was used to detect cell apoptosis. Western blot was used to detect the expression of apoptosis and related signaling pathway proteins, and real-time quantitative polymerase chain reaction (qRT-PCR) was used to detect the expression of matrix metalloproteinase (MMP) and CXC chemokine receptor (CXCR) family.
RESULTS:
Mangiferin could inhibit the proliferation activity of U266 and RPMI8226 cells and induce cells apoptosis. After Mangiferin intervened in U266, RPMI8226 cells for 48 h, the expression of Bcl-2 family pro-apoptotic protein Bax was up-regulated, while the expression of survivin and Bcl-xL proteins was down-regulated and caspase-3 was hydrolyzed and activated to promote cell apoptosis, besides, the expression of Bcl-2 protein in U266 cells was also significantly down-regulated to induce apoptosis (P<0.05). After Mangiferin intervenes in MM cells, it can not only increase the expression level of tumor suppressor p53, but also induce programmed cell death of MM cells by inhibiting the expression of anti-apoptotic molecules and down-regulating the phosphorylation levels of AKT and NF-κB. In addition, after the intervention of Mangiferin, the expressions of CXCR4, MMP2 and MMP9 in U266 cells were down-regulated (P<0.05), while there is no effect on the expressions of CXCR2, CXCR7 and MMP13 (P>0.05). However, the expressions of CXCR4, MMP9, and MMP13 in RPMI8226 cells were down-regulated (P<0.01), the expression of MMP2 was weakly affected, and the expression of CXCR2 and CXCR7 was basically not affected (P>0.05).
CONCLUSION
Mangiferin can inhibit the proliferation and induce apoptosis of MM cells, and its mechanism may be related to inhibiting the activation of NF-κB signaling pathway, affecting the expression of Bcl-2 family proteins, and inhibiting the expression of core members of MMP and CXCR family.
Humans
;
Matrix Metalloproteinase 2
;
Matrix Metalloproteinase 9
;
Matrix Metalloproteinase 13
;
Cell Line, Tumor
;
NF-kappa B
;
Multiple Myeloma/pathology*
;
Cell Proliferation
;
Apoptosis
;
Proto-Oncogene Proteins c-bcl-2
10.Effect of transcatheter aortic valve replacement on postoperative left ventricular reverse remodeling in patients with aortic regurgitation
Xing ZHAO ; Zhaolei JIANG ; Ju MEI ; Jianbing HUANG ; Fangbao DING ; Min TANG ; Hao LIU ; Jie CAI ; Sai&rsquo ; e SHEN
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2023;30(08):1121-1127
Objective To investigate the left ventricular reverse remodeling (LVRR) in patients with aortic valve insufficiency with reduced ejection fraction (AIrEF) and aortic valve insufficiency with preserved ejection fraction (AIpEF) after transcatheter aortic valve replacement (TAVR). Methods The clinical and follow-up data of patients who underwent TAVR in the Department of Cardiothoracic Surgery, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine from 2018 to 2021 were retrospectively analyzed. According to the guideline, the patients with left ventricular ejection fraction<55% were allocated to an AIrEF group, and the patients with left ventricular ejection fraction≥55% were allocated to an AIpEF group. Results A total of 50 patients were enrolled. There were 19 patients in the AIrEF group, including 15 males and 4 females with a mean age of 74.5±7.1 years. There were 31 patients in the AIpEF group, including 19 males and 12 females with a mean age of 72.0±4.8 years. All patients underwent TAVR successfully. Echocardiographic results showed that TAVR significantly promoted LVRR in the patients. Significant LVRR occurred in the early postoperative period (the first day after the surgery) in both groups. It remained relatively stable after the LVRR in the early postoperative period (the first day after surgery) in the AIpEF patients, while it continued to occur in the early postoperative period (the first day after surgery) to three months after the surgery in the AIrEF patients, and then remained relatively stable. Compared to preoperative values, AIrEF patients had a reduction in the average left ventricular end-diastolic volume index and left ventricular end-systolic volume index by 16.8 mL/m2 (P=0.003) and 8.6 mL/m2 (P=0.005), respectively, and the average left ventricular end-diastolic diameter index and end-systolic diameter index decreased by 2.5 mm/m2 (P=0.003) and 1.9 mm/m2 (P=0.003), respectively on the first day after the surgery. In comparison to the first day after the surgery, AIrEF patients experienced an average increase of 12.1% in the left ventricular ejection fraction three months after the surgery (P<0.001). Conclusion TAVR has achieved good therapeutic effects in patients with aortic valve insufficiency, significantly promoting the LVRR in patients, and has better curative effects in AIrEF patients.


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