1.Establishment and validation of intelligent detection model for acute promyelocytic leukemia based on contrastive learning in complete blood cell analysis
Shengli SUN ; Jianying LI ; Heqing LIAN ; Bairui LI ; Dan LIU ; Geng WANG ; Xin WANG ; Yuan HUANG ; Jianping ZHANG ; Qian CHEN ; Wei WU
Chinese Journal of Clinical Laboratory Science 2024;42(4):252-255
Objective To establish an intelligent detection algorithm model for acute promyelocytic leukemia(M3 model)based on a contrast large model using machine learning statistical software and validate its effectiveness.Methods The data from 8 256 outpa-tients and inpatients who underwent complete blood cell analysis at Peking Union Medical College Hospital were retrieved and analyzed using the laboratory information system(LIS)and hospital information system(HIS).A M3 screening model was established and vali-dated using the data from outpatients and inpatients who underwent complete blood cell analysis at our hospital from July to October 2023.Results The M3 model demonstrated potential application value in screening for M3 disease in complete blood cell analysis,which showed certain efficacy in screening for neutrophil toxicity changes,particularly in identifying two cases of blue-green inclusion bodies in neutrophils.Conclusion The M3 model exhibited low specificity for M3 diagnosis.Future research should focus on increas-ing the number of M3-positive cases to optimize the model,ensuring high sensitivity while improving specificity.This model will provide assistance for the intelligent review of complete blood cell analysis.
2.Gentiopicroside targets PAQR3 to activate the PI3K/AKT signaling pathway and ameliorate disordered glucose and lipid metabolism.
Haiming XIAO ; Xiaohong SUN ; Zeyuan LIN ; Yan YANG ; Meng ZHANG ; Zhanchi XU ; Peiqing LIU ; Zhongqiu LIU ; Heqing HUANG
Acta Pharmaceutica Sinica B 2022;12(6):2887-2904
The obstruction of post-insulin receptor signaling is the main mechanism of insulin-resistant diabetes. Progestin and adipoQ receptor 3 (PAQR3), a key regulator of inflammation and metabolism, can negatively regulate the PI3K/AKT signaling pathway. Here, we report that gentiopicroside (GPS), the main bioactive secoiridoid glycoside of Gentiana manshurica Kitagawa, decreased lipid synthesis and increased glucose utilization in palmitic acid (PA) treated HepG2 cells. Additionally, GPS improved glycolipid metabolism in streptozotocin (STZ) treated high-fat diet (HFD)-induced diabetic mice. Our findings revealed that GPS promoted the activation of the PI3K/AKT axis by facilitating DNA-binding protein 2 (DDB2)-mediated PAQR3 ubiquitinated degradation. Moreover, results of surface plasmon resonance (SPR), microscale thermophoresis (MST) and thermal shift assay (TSA) indicated that GPS directly binds to PAQR3. Results of molecular docking and cellular thermal shift assay (CETSA) revealed that GPS directly bound to the amino acids of the PAQR3 NH2-terminus including Leu40, Asp42, Glu69, Tyr125 and Ser129, and spatially inhibited the interaction between PAQR3 and the PI3K catalytic subunit (P110α) to restore the PI3K/AKT signaling pathway. In summary, our study identified GPS, which inhibits PAQR3 expression and directly targets PAQR3 to restore insulin signaling pathway, as a potential drug candidate for the treatment of diabetes.
3.Expression level of Dickkopf-1 protein in bone mesenchymal stem cells in Type 2 diabetic rats and its relationship with osteogenic activity.
Yan LI ; Zhitao LIU ; Zhaochen TONG ; Heqing HUANG ; Zhendong LIU
Journal of Central South University(Medical Sciences) 2018;43(9):971-981
To examine the growth activity and osteogenic differentiation of bone mesenchymal stem cells (BMSCs) in rats with Type 2 diabetes mellitus (T2DM) as well as the expression level of Dickkopf-1 (DKK-1) in bone marrow, and to explore the relationship between the osteogenic activity of BMSCs and the expression of DKK-1.
Methods: The BMSCs were isolated from T2DM rats and were cultured in vitro. The BMSCs were divided into a T2DM group and a control group. The proliferation of BMSCs was detected by cell counting kit-8 (CCK8). Apoptosis rate was detected by annexin V- fluorescein isothiocyanate (FITC)/propidium iodide (PI) double staining. In the osteogenic induction phase, the expression level of alkaline phosphatase (ALP) in BMSCs was detected by ALP staining and ALP activity assay kit. The osteogenic differentiation of BMSCs was analyzed by alizarin red staining and mineralized nodule quantification. In addition, the expression of Runx2 and DKK-1 in BMSCs was detected by qRT-PCR.
Results: Compared with the control group, the proliferation of BMSCs was decreased and the apoptosis was increased in the T2DM group (both P<0.01). In the osteogenic induction process of BMSCs, the expression of ALP significantly decreased, the formation of calcium nodules reduced, and the expression of osteoblast transcription factor Runx2 was down-regulated in the T2DM group compared with those in the control group (all P<0.01). The levels of DKK-1 protein and mRNA were up-regulated in the T2DM group, which were higher than those in the control group (both P<0.01). The levels of DKK-1 protein and mRNA were related to the increase of Runx2 (both P<0.01).
Conclusion: The growth activity of BMSCs and the potential of osteogenic differentiation are attenuated in the T2DM rats, which may be related to the increase of DKK-1 expression in BMSCs.
Animals
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Bone Marrow Cells
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Cell Differentiation
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Cells, Cultured
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Diabetes Mellitus, Experimental
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Diabetes Mellitus, Type 2
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physiopathology
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Gene Expression Regulation
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Intercellular Signaling Peptides and Proteins
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genetics
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Mesenchymal Stem Cells
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Osteogenesis
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genetics
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Rats
4.MRTF-A mediates FN and ICAM-1expressions by NF-κB pathway in AGEs-induced GMCs.
Qiuhong CHEN ; Zhiquan CHEN ; Jiani HUANG ; Heqing HUANG
Chinese Pharmacological Bulletin 2017;33(4):572-577
Aim To observe the expression of MRTF-A in rat glomerular mesangial cells(GMCs) induced by advanced glycation end products(AGEs) and its effect on ICAM-1 and FN;to explore whether MRTF-A is involved in the process of diabetic nephropathy by affecting NF-κB pathway.Methods Under the condition of AGEs, CCG-1423 and anti-MRTF-A small interfering RNA were used to knock down MRTF-A and MRTF-A plasmid was used to activatt MRTF-A, The expression level of MRTF-A, ICAM-1, FN and p65 in nucleus were detected by Western blot.Results The protein expressions of MRTF-A was increased in AGEs-induced GMCs.The expressions of FN and ICAM-1 and p65 in nucleus were downregulated by knocking down MRTF-A.However, the expressions of FN, ICAM-1 and p65 in nucleus were upregulated by overexpressing MRTF-A.Conclusions AGEs can upregulate the expression of MRTF-A in GMCs, and MRTF-A mediates the protein expressions of FN and ICAM-1 by affecting NF-κB signaling pathway in AGEs-induced GMCs.
5.Recent advances in neuroprotective effect of histone deacetylase inhibitors
Chinese Journal of Biochemical Pharmaceutics 2016;36(6):200-203
Objective Central nervous system trauma, ischemia, hemorrhagic stroke were all experienced the same pathological damage, in related animal experiments,histone deacetylase inhibitors have a wide range of neuroprotective effect, it is expected to become a new class of potential therapeutic agents.However,the specific mechanism is not clear.In this paper, the research progress of neuroprotective effect of histone deacetylase inhibitors is reviewed,in order to improve recognition of histone deacetylase inhibitors and provide foundation for futher study.
6.The design and application of electronic preoperative preparation checklist
Weixing WANG ; Jin HUANG ; Can XU ; Xiaoju TAN ; Heqing JIANG
Chinese Journal of Practical Nursing 2016;32(1):29-32
Objective To design and formulate a electronic preoperative preparation checklist for applying in the preoperative preparation,to reduce missing rate in preoperative preparation and transfer,to improve patient satisfaction,to avoid operation delay and medical accident caused by inappropriate preparation.Methods A total of 145 patients with surgery from March 2013 to February 2013 were as experimental group,and 158 patients with surgery from March 2012 to February 2012 were as control group.The experimental group was used electronic preoperative preparation checklist for preoperative preparation and transition,and the control group was used conventional methods.The incidence of mistake for preoperative preparation and transfer and both surgeon's and patient's satisfactory were compared between two groups.Results After applying the electronic preoperative preparation checklist,the incidence of mistake for preoperative preparation and transfer in experimental group reduced significandy to 1.37%(2/145) and 4.83% (7/145),compared with the incidence of control group 6.33%(10/158),11.39%(18/158),and the differences between two groups were statistically different (x2=4.870,4.305,P < 0.05).Both surgeon's and patient's satisfactory were improved dramatically,the satisfactory in experimental group improved to 100.00%(50/50)and 97.93%(142/145),compared with the satisfactory of control group 90.00%(45/50) and 90.51%(143/158),and the differences between two groups were statistically different(x2=5.263,7.459,P < 0.05).Conclusions Implementing the electronic preoperative preparation checklist can reduce the incidence of mistake before operation and ensure patient operation schedule.Therefore,it could improve nursing care quality and efficiency.
7.Establishment of a national teaching center for virtual simulation experiment on disaster medicine
Changwei LU ; Jiwei GUO ; Hao WU ; Qiang WU ; Haitao GUO ; Peng WANG ; Heqing HUANG
Chinese Journal of Hospital Administration 2016;32(4):305-309
Presented in the paper are the necessity,general ideas and principles of building a teaching center for virtual simulation experiment on disaster medicine,covering the teaching modules, capability objectives and education resources deployment among other basics of such a center.The authors propose to build a comprehensive platform for teaching by experimentation,integrating basic clinical skills training to trainings targeted to disaster rescue in view of actual needs in experiments and teaching.This way resources can be shared between the experiment center website and virtual simulation teaching software,promoting a regular,standardized and scientific development of disaster medicine in China.
8.Regulatory effects of the bile acid membrane receptor TGR5 on FN and TGF-β1 in rat glomerular mesangial cells cultured under high glucose condition
Fengxiao XIONG ; Zhiying YANG ; Shaogui WANG ; Cheng CHEN ; Heqing HUANG
Chinese Pharmacological Bulletin 2016;(1):33-36,37
Aim To investigate the expression of G protein-coupled receptor TGR5 and its effects on FN and TGF-β1 expression cultured under high glucose condition in rat glomerular mesangial cells , and then to explore the role of TGR5 in diabetic nephropathy. Methods INT-777 and TGR5 plasmid were used to activate TGR5 under high glucose(HG,30 mmol·L - 1 glucose ) condition, and anti-TGR5 small interfering RNA(TGR5 siRNA) was used to knock down TGR5. The protein expression of FN and TGF-β1 in rat me-sangial cells was detected by Western blot. Results TGR5 could be detected in rat glomerular mesangial cells. Both FN and TGF-β1 protein levels could be in-creased by high glucose compared with control group(P < 0. 05),and be inhibited by activiation of TGR5(P <0. 05). On the other hand,knockdown of TGR5 could increase FN and TGF-β1 protein to abnormal levels(P< 0. 01,P < 0. 05). Conclusion TGR5 suppresses HG-induced FN and TGF-β1 expression in rat glomer-ular mesangial cells,suggesting a protective role in the process of diabetic nephropathy.
10.Methods and practice of systematic clinical first-aid skills training for community doctor
Juan WANG ; Haitao GUO ; Heqing HUANG ; Gang LIU ; Zegui LI ; Changlin YIN ; Junguo CHEN
Journal of Regional Anatomy and Operative Surgery 2015;(5):545-547
Objective To observe the effect of clinical first-aid skills training for community doctor. Methods Effect of systematic clinical first-aid skills training and traditional teaching methods were scored by the questionnaire survey in order to compare their difference. Results Through systematic clinical first-aid skills training, the score on contacting the actual work, improving the diagnosis and treatment, analyzing and problem-solving skills, enhancing learning initiative, participation, scientific learning method and self-learning ability, impro-ving clinical thinking, strengthening team spirit and humane education were significantly improved compared to that of the traditional teaching methods (P<0. 01). Conclusion The systematic clinical first-aid skills training is an effective way for community physicians.

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