1.Establishment and application of a risk prediction model for ICU acquired weakness
Zhuyue JIANG ; Shengqiang ZOU ; Jiaming HU ; Li CHEN ; Yaji YAO ; Xiaoxin YAN ; Jinhan LIU
Chinese Journal of Practical Nursing 2021;37(11):807-812
Objective:To analyze the risk factors of Intensive Care Unit-Acquired Weakness, and to develop and verify the model.Methods:A total of 247 patients admitted to ICU patients from November 2018 to October 2019 were selected, and risk factors between ICU acquired weakness group ( n=106) and non-ICU acquired weakness group( n=141)were compared using logistic regression for model construction.The Hosmer-Lemeshow test was used to verify the goodness of fit of the model. The area under the ROC curve was used to test the model to predict the effects. From November 2019 to May 2020, 106 patients were recruited for application of the model. Results:The incidence of ICU acquired weakness in this study was 42.91%(106/247), and 44.34%(47/106),the study finally included age ( OR=1.043) ,mechanical ventilation time ( OR=1.140) , APACHE II score ( OR=1.081) , blood sugar ( OR=1.117) , lactic acid( OR=1.459) ,and neuromuscular blockers ( OR=3.499) to construct the risk prediction. The model formula was P=1/1+exp (- Z) =1/1+exp (8.808-0.042×age -1.252×neuromuscular blockers-0.078×APACHE II score -0.110×blood sugar -0.378×lactic acid -0.131×mechanical ventilation time. The area under the ROC curve of this model was 0.896 (95% CI: 0.824-0.914) , the maximum value of the Youden index was 0.577, and the corresponding sensitivity was 0.754,the specificity was 0.823,the cutoff value was 0.503. The model verification results the sensibility of 70.2%, the specificity of 88.1%, and the accuracy of 80.2%. Conclusion:The predictic model of ICU acquired weakness couducted in this study has satisfactory prediction effect, which can provide a reference for clinical screening of high-risk patients.
2.Construction and validation of a risk prediction model for myelosuppression in elderly lung cancer patients undergoing chemotherapy
Li CHEN ; Shengqiang ZOU ; Zhuyue JIANG ; Jiamin HU ; Xiaoxin YAN ; Yaji YAO ; Jinhan LIU
Chinese Journal of Modern Nursing 2021;27(14):1848-1853
Objective:To explore the risk factors for myelosuppression in elderly lung cancer patients undergoing chemotherapy and construct a risk prediction model for myelosuppression in elderly lung cancer patients undergoing chemotherapy.Methods:Using the convenient sampling method, data of 228 elderly patients with lung cancer undergoing chemotherapy in Respiratory Department of a Class Ⅲ Grade A hospital in Zhenjiang from May 2018 to May 2019 were selected, and risk factors of adverse reactions of myelosuppression in patients were analyzed statistically. The binomial Logistic regression was applied to construct the prediction model and the area under the ROC curve was used to test the prediction effect of the model. The patient data from January to May 2020 were collected to validate the model.Results:Among the 228 patients, 75 patients developed myelosuppression, with an incidence of 32.89%. Multivariate analysis results showed that platinum-containing chemotherapy regimens, combined with other adverse reactions, decreased albumin before chemotherapy and decreased hemoglobin before chemotherapy were independent risk factors for myelosuppression in elderly lung cancer patients during chemotherapy ( P<0.05) , which were included in the model. The area under the ROC curve of the final model was 0.823, the maximum Youden index was 0.5, sensitivity was 81.3%, and specificity was 70.5%. The results of the verification data showed that the area under the ROC curve was 0.846, sensitivity was 90.4% and specificity was 68.2%. Conclusions:The prediction effect of this model is good, which can provide reference basis for clinical treatment and formulating nursing measures to prevent myelosuppression.
3.Hydroxysafflor yellow A intervenes astrocyte lipocalin 2 expression after cerebral ischemia/reperfusion injury
Kexin LIU ; Lijuan SONG ; Yige WU ; Guangyuan HAN ; Zhuyue MIAO ; Ruheng WEI ; Baoguo XIAO ; Cungen MA ; Jianjun HUANG
Chinese Journal of Tissue Engineering Research 2024;28(7):1063-1069
BACKGROUND:Ischemic stroke is a serious threat to human health.After ischemia and hypoxia,astrocyte expresses lipocalin-2 in large amounts to aggravate brain injury,but the specific mechanism is not clear.Hydroxysafflor yellow A has anti-ischemia,anti-oxidation,anti-thrombosis and anti-inflammatory effects.However,whether hydroxysafflor yellow A affects the expression of lipocalin-2 in astrocytes after cerebral ischemia and hypoxia and its mechanism are not clear. OBJECTIVE:To investigate the effect and mechanism of hydroxysafflor yellow A on the expression of lipocalin-2 in astrocytes after cerebral ischemia and reperfusion. METHODS:(1)Thirty adult SD rats were randomly divided into three groups:sham operation group,middle cerebral artery occlusion and reperfusion group,and hydroxysafflor yellow A group.The middle cerebral artery occlusion and reperfusion model was established in the latter two groups,and hydroxysafflor yellow A group was intraperitoneally injected with 12 mg/kg hydroxysafflor yellow A after reperfusion.Longa score was used to evaluate the degree of neurological impairment.Infarct volume was determined by TTC staining.JAK2/STAT3 pathway and lipocalin-2 expression were detected by western blot assay and immunofluorescence.Levels of interleukin 1β,interleukin 6 and tumor necrosis factor α were detected by ELISA.(2)Astrocytes were divided into four groups:Normal group,glucose-oxygen deprivation group,hydroxysafflor yellow A group and AG490 group.In the latter three groups,glucose-oxygen deprivation and glucose-oxygen recovery models were established.Astrocytes were treated with 75 μmol/L hydroxysafflor yellow A and 10 μmol/L tyrosine phosphorylation inhibitor AG490 for 8 hours during glucose-oxygen deprivation,respectively.The mechanism of hydroxysafflor yellow A on lipocalin-2 was further verified. RESULTS AND CONCLUSION:(1)Compared with the sham operation group,cerebral infarction was significantly increased in the middle cerebral artery occlusion and reperfusion group,accompanied by aggravated neurological impairment(P<0.01).Hydroxysafflor yellow A treatment could reduce cerebral infarction volume and improve neurological function(P<0.01).(2)The expressions of p-JAK2,p-STAT3 and lipocalin-2 in the middle cerebral artery occlusion and reperfusion group were higher than those in the sham operation group(P<0.01).Hydroxysafflor yellow A treatment reduced the expressions of JAK2,STAT3 and lipocalin-2(P<0.01).(3)The expression levels of interleukin 1β,interleukin-6 and tumor necrosis factor α in the middle cerebral artery occlusion and reperfusion group were higher than those in the sham operation group(P<0.01).Hydroxysafflor yellow A inhibited the expressions of interleukin 1β,interleukin-6 and tumor necrosis factor α(P<0.01).(4)In vitro,the expressions of p-JAK2,p-STAT3 and lipocalin-2 in the glucose-oxygen deprivation group were significantly higher than those in the normal group(P<0.01).After adding AG490,the phosphorylation of JAK2 and STAT3 decreased,and the expression of lipocalin-2 was inhibited(P<0.01).The results suggest that hydroxysafflor yellow A may inhibit the expression of lipocalin-2 in astrocytes after ischemia and hypoxia by regulating the JAK2/STAT3 signaling pathway,thereby reducing brain injury.
4.Triggering receptor expressed on myeloid cells 2——a new target for treatment of ischemic stroke
Zhuyue MIAO ; Ruheng WEI ; Kexin LIU ; Guangyuan HAN ; Lijuan SONG ; Cungen MA
Chinese Journal of Immunology 2024;40(7):1510-1514
Ischemic stroke,with a high disability and mortality rate,seriously endangers human health.Pathological process of ischemic stoke involves participations of various cells such as microglia and astrocytes.Among them,microglia,as innate immune cells in central nervous system(CNS),play an important role whether in physiological or pathological states.Triggering receptor expressed on myeloid cells 2(TREM2)is an immunoglobulin like receptor mainly existing on microglia in CNS,and can bind to a variety of ligands,which can negatively regulate autoimmunity and inflammation.In addition,TREM2 can mainly play an important role in process of proliferation,phagocytosis,survival and expressions of inflammatory factors.This article focused on biological characteristics of TREM2 on microglia,corresponding ligands and its signaling pathways,discussing regulation of TREM2 in ischemic stroke and its potential therapeutic effects,in order to provide an new target for prevention and treatment of ischemic stroke.
5.Comparison of assay and related substances of erythromycin lactobionate in the different pharmacopoeias
Xiaochun HUANG ; Qi LIU ; Zhaozhen LIU ; Zhuyue LIU ; Haitao LIU ; Jinping KOU ; Baoquan CHE
Drug Standards of China 2024;25(5):478-482
Objective:To compare the assay and related substance detection methods of erythromycin lactobionate in the Chinese Pharmacopoeia 2020(ChP),USP 2023(USP),JP18(JP),BP2023(BP)and EP 11.0(EP),investigate the differences between the test results obtained from 7 batches of erythromycin lactobionate for injection samples by using ChP and BP methods and thus provide a reference for the improvement of specification of erythromycin lactobionate.Methods:The differences of test methods and limits under the items of assay and related substances of erythromycin lactobionate in the above five pharmacopoeias were listed and compared.The related substances and contents of erythromycin lactobionate for injection samples from different manufactures were tested with methods stated in ChP and BP,and then compared and analyzed.Results:The items of related substances were determined by high performance liquid chromotographic methods in the ChP,EP and BP.The test methods and limits in the EP and BP were the same,which were different from that in ChP.The related substances were not determined in the USP and JP.There are obvious differences between the chromatographic methods and limits for the items of related substances in the ChP and BP,i.e.,BP contains 7 specific impuri-ties,while ChP contains only 2 specific impurities.The limits for any other impurity and the total amount of impurities were lower in the BP than those in the ChP.The antibiotic microbiological assay was used as the test method for the item of assay in the ChP,USP and JP based on different bacterial strains,which was different from the chromatographic method used in the BP.Based on the different methods of the ChP and BP,the related substances and content determination results of 7 batches of erythromycin lactobionate for injection samples met the acceptance criteria.The detection efficiency of BP related substances inspection method for specific impurities and total impurities were significantly higher than that of the ChP method.Conclusion:The BP method is superi-or to the ChP method in the detection of erythromycin lactobionate and erythromycin lactobionate for injection related substances.In terms of content determination,the external standard method adopted by BP is feasible to replace the antibiotic microbiological assay adopted by the ChP.Related substances and content determination methods adopted by the BP can provide an important reference for the revision and improvement of erythromycin lactobionate standard in the ChP.