1.Control study of the intelligent calculation method and the traditional calculation method in risk assessments of hospitalization
Wanjie YANG ; Xiaoming HOU ; Xiangfei MENG ; Bo KANG ; Xiaozhi LIU ; Haiyan ZHANG ; Junfei WANG ; Ying SONG ; Senle ZHANG ; Xiuling CHENG
Chinese Critical Care Medicine 2022;34(5):533-537
Objective:To explore the accuracy of intelligent calculation (IC) method for risk assessment of hospitalization for patients, aiming to build a more advantageous risk assessment system.Methods:The "Search Engine" program was developed based on hospital information system (HIS) of the Fifth Center Hospital in Tianjin, which automatically captured patient information and generated nutritional risk screening 2002 (NRS 2002) score, Caprini thrombosis risk assessment model and Padua thrombosis risk assessment model for venous thromboembolism (VTE), the CHA 2DS 2-VASc for predicting stroke risk stratification in atrial fibrillation and the HAS-BLED for predicting bleeding risk in anticoagulated patients with atrial fibrillation. A randomized controlled trial was conducted. According to the applicable conditions of each risk assessment, 100 risk scores from "Search Engine" program belonged to each risk assessment were randomly selected, defined as the IC group. Manual scoring with the data of the same case at the same time, defined as the traditional calculation (TC) group, compared the consistency of the scores and the difference in time-consuming between the two groups. Results:The Bland-Altman plots showed that the 95% limits of agreement (95% LoA) of NRS 2002 score, Caprini score, Padua score, CHA 2DS 2-VASc score and HAS-BLED score was -0.46 to 0.41, -0.49 to 0.52, -0.50 to 0.41, -0.67 to 0.60, -0.44 to 0.43, respectively, all P > 0.05. In this study, the Bland-Altman plot showed that 95%, 96%, 97%, 97%, 95% plots fell within the 95% LoA in NRS 2002 score, Caprini score, Padua score, wwCHA 2DS 2-VASc score and HAS-BLED score by the two methods, respectively. The all plots of 95% LoA were within the clinically acceptable range (-0.5 to 0.5 scores). The time-consuming of NRS 2002 score, Caprini score, Padua score, CHA 2DS 2-VASc score and HAS-BLED score in IC group were significantly shorter than those in TC group [0.72 (0.71, 0.73) seconds vs. 361.02 (322.41, 361.02) seconds, 0.72 (0.72, 0.73) seconds vs. 196.68 (179.99, 291.20) seconds, 0.72 (0.72, 0.73) seconds vs. 105.75 (92.32, 114.70) seconds, 0.72 (0.71, 0.72) seconds vs. 72.66 (56.24, 84.20) seconds, 0.72 (0.71, 0.72) seconds vs. 51.30 (38.88, 57.15) seconds, respectively, all P < 0.001]. Conclusion:For the above five risk assessments, the TC method and IC method has good consistency in scores, and the IC method is faster, which has good application prospect for clinical application.
2.Study of hospitalization risk indicators for intensive care unit patients evaluated by intelligent calculation method
Xiaoming HOU ; Xiaoyu CHEN ; Wanjie YANG ; Bo KANG ; Xiangfei MENG ; Senle ZHANG ; Qingguo FENG ; Xiaozhi LIU ; Haiyan ZHANG ; Junfei WANG ; Ying SONG ; Xiuling CHENG ; Hongyun TENG
Chinese Critical Care Medicine 2022;34(12):1315-1319
Objective:To explore the characteristics of the changes in risk score for intensive care unit (ICU) patients during hospitalization by the intelligent calculation method, and to provide evidence for the risk prevention.Methods:In this retrospective study, ICU patients of the Fifth Central Hospital in Tianjin from November 3, 2021 to March 28, 2022 were enrolled and divided into ≥ 14 days group, 10-13 days group, 7-9 days group, and 3-6 days group according to the ICU length of stay. Risk scores assessed by the intelligent calculation method of the ICU patients were collected, including nutritional risk screening 2002 (NRS 2002), Caprini score and Padua score. NRS 2002 score for all patients, Caprini score for surgical patients and Padua score for internal medicine patients were selected. Trends in change of each score were compared between patients admitted to ICU 1, 3, 7 (if necessary), 10 (if necessary), and 14 days (if necessary).Results:A total of 138 patients were involved, including 79 males and 59 females, with an average age of (61.71±18.86) years and an average hospital stay of [6.00 (4.00, 9.25)] days. ① in the group with ICU length of stay ≥ 14 days (21 cases): there was no significant change in the NRS 2002 scores of the patients within 10 days, but the NRS 2002 score was significantly decreased in 14 days as compared with 1 day [3.00 (2.50, 3.50) vs. 4.00 (3.00, 5.00), P < 0.05]; both Caprini and Padua score were increased with prolonged hospital stay and compared with 1 day, the scores at the other time points were significantly increased, especially at 14 days [Caprini score: 5.00 (3.25, 7.00) vs. 2.50 (1.25, 5.50), Padua score: 6.00 (6.00, 7.00) vs. 3.00 (1.00, 3.00), both P < 0.05].② in the group with ICU length of stay from 10-13 days (15 cases): with the prolonged hospital stay, there was no significant change in NRS 2002 score, but both Caprini and Padua score were increased at 3, 7, 10 days, especially at 10 days [Caprini score: 3.00 (2.00, 4.75) vs. 2.00 (0.25, 2.75), Padua score: 5.00 (3.50, 6.00) vs. 2.00 (0.50, 4.00), both P < 0.05].③ in the group with ICU length of stay from 7-9 days (23 cases): compared with 1 day, the NRS 2002 score at 3 days and7 days were decreased, but the Caprini and Padua score were increased, especially at 7 days [NRS 2002 score: 2.00 (1.00, 4.00) vs. 2.00 (2.00, 4.00), Caprini score: 3.00 (2.00, 5.50) vs. 2.00 (0.25, 3.00), Padua score: 5.00 (4.00, 6.00) vs. 2.00 (0, 2.00), all P < 0.05]. ④ in the group with ICU length of stay from 3-6 days (79 cases): compared with 1 day, the NRS 2002 score at 3 days was decreased [NRS 2002 score: 2.00 (1.00, 3.00) vs. 2.00 (1.00, 3.00), P < 0.05], Caprini and Padua score were significantly increased [Caprini score: 3.00 (2.00, 4.00) vs. 2.00 (1.00, 3.00), Padua score: 5.00 (4.00, 5.00) vs. 2.00 (1.00, 3.00), both P < 0.05]. Conclusion:Based on dynamic assessment of intelligent calculation methods, the risk of thrombosis in ICU patients increased with hospital length of stay, and the nutritional risk was generally flat or reducing in different hospitalization periods.
3.Clinical analysis of remote intracranial hematoma after interventional embolization of intracranial aneurysm
Xiaozhi CHENG ; Tao XIE ; Xinghe HE ; Shuai ZHANG ; Feng CHEN ; Junxian HU ; Xiaoyan WEN ; Qingchun MU
Chinese Journal of Neuromedicine 2021;20(11):1149-1153
Objective:To investigate the clinical characteristics and possible mechanisms of remote intracranial hematoma (RIH) in patients with intracranial aneurysm after interventional embolization.Methods:Six patients with RIH from a series of 58 consecutive patients with intracranial aneurysm, admitted to and performed interventional embolization in our hospital from January 2016 and December 2018, were chosen in our study. Their clinical data were analyzed retrospectively and compared with those without RIH at the same period.Results:In these 6 patients, 4 had history of hypertension, 5 had aneurysm located in the internal carotid artery, 5 were treated with stents combined with postoperative routine anticoagulation treatment. The remote intracranial hematoma occurred within 7 d of interventional embolization, and the hematoma was located in the cerebral hemisphere on the same side of the aneurysm; 4 patients underwent intracranial hematoma puncture catheter drainage; 1 patient was treated conservatively, and one was treated by craniotomy. After treatment, 1 patient recovered (modified Rankin scale [mRS] score of 1), 1 patient had poor prognosis (mRS scores of 5) and discharged automatically, and the rest 4 patients (mRS scores of 3-5) left some degrees of neurological dysfunction. As compared with 52 patients without RIH, 6 patients with RIH had significantly higher percentages of patients used stents and postoperatively used anticoagulation, and higher percentages of patients with poor clinical outcomes at discharge ( P<0.05). Conclusion:Stent-assisted coil embolization in patients with internal carotid artery aneurysm combined with hypertension should be highly vigilant about the possibility of RIH.
4. Hypoxia increases chemotherapy resistance in nasopharyngeal carcinoma via inducing CDK6 deSUMOylation
Qing REN ; Fengting LIU ; Chunyan ZHANG ; Lili LI ; Ruizhen CHENG ; Xiaozhi LIU ; Qiang LIU ; Huifang ZHOU
Chinese Journal of Otorhinolaryngology Head and Neck Surgery 2019;54(7):524-528
Objective:
To understand the mechanism of chemotherapy resistance in nasopharyngeal carcinoma under hypoxic conditions through the perspective of protein SUMOylation modification.
Methods:
Cobalt chloride (CoCl2) was used to establish the hypoxic model of human nasopharyngeal carcinoma CNE1 cells. Then, the cell cycle was detected by flow cytometry, and the expression level of small ubiquitin-related modifier(SUMO) and cyclin-dependent kinase 6 (CDK6) proteins were detected by western blotting. MTT assay was used to determine the median lethal dose (IC50) of cancer cells against cisplatin, and enzyme-linked immunosorbent assay (ELISA) was used to determine lactate dehydrogenase (LDH) level.
Results:
The cell cycle of CNE1 induced by hypoxia was arrested in G0/G1 phase.The results of Western blot showed that the protein expression level of CDK6 in CNE1 cells was lower than that in the control group (0.83±0.25
5.Relationship between position of intraoperative aneurysm rupture and prognosis in patients with anterior circulation aneurysms
Chunlin XU ; Yu SHEN ; Junxian HU ; Xiaozhi CHENG
Journal of Clinical Medicine in Practice 2018;22(3):12-15
Objective To analyze the relationship between tumor top,tumor neck,tumor rupture point of intraoperative aneurysm rupture (IAR) and the prognosis in patients with anterior circulation aneurysms (ACA) by craniotomy clipping.Methods Clinical materials of 123 patients with ACA (135 aneurysms) by craniotomy clipping were analyzed retrospectively,including 40 patients had IAR (41 aneurysms) during operation.The general informations of IAR patients were analyzed.Prognostic factors of IAR were analyzed by single and multiple factor analysis.Results The sex,age,history of hypertension,aneurysm diameter,the use of temporary blockage and blocking time,intraoperative blood loss showed no significant influences on the prognosis of patients with IAR (P >0.05),while preoperative Hunt-Hess classification and intraoperative rupture were the influencing factors for the prognosis of IAR patients (P < 0.01).The preoperative Hunt-Hess classification and intraoperative rupture were the independent risk factors for the prognosis of IAR patients (P <0.01).Conclusion In craniotomy clipping,the different aneurysm rupture points can significantly affect the prognosis of patients with ACA,and aneurysm neck rupture is a main factor for poor prognosis of patients.
6.Relationship between position of intraoperative aneurysm rupture and prognosis in patients with anterior circulation aneurysms
Chunlin XU ; Yu SHEN ; Junxian HU ; Xiaozhi CHENG
Journal of Clinical Medicine in Practice 2018;22(3):12-15
Objective To analyze the relationship between tumor top,tumor neck,tumor rupture point of intraoperative aneurysm rupture (IAR) and the prognosis in patients with anterior circulation aneurysms (ACA) by craniotomy clipping.Methods Clinical materials of 123 patients with ACA (135 aneurysms) by craniotomy clipping were analyzed retrospectively,including 40 patients had IAR (41 aneurysms) during operation.The general informations of IAR patients were analyzed.Prognostic factors of IAR were analyzed by single and multiple factor analysis.Results The sex,age,history of hypertension,aneurysm diameter,the use of temporary blockage and blocking time,intraoperative blood loss showed no significant influences on the prognosis of patients with IAR (P >0.05),while preoperative Hunt-Hess classification and intraoperative rupture were the influencing factors for the prognosis of IAR patients (P < 0.01).The preoperative Hunt-Hess classification and intraoperative rupture were the independent risk factors for the prognosis of IAR patients (P <0.01).Conclusion In craniotomy clipping,the different aneurysm rupture points can significantly affect the prognosis of patients with ACA,and aneurysm neck rupture is a main factor for poor prognosis of patients.
7.The changes and clinical significance of the frequency of CD4+ CD25+ regulatory T cells in the peripheral blood of patients with nonalcoholic fatty liver
Yuan CHENG ; Yongping CHEN ; Xiaozhi JIN ; Zhijuan DAI ; Chao YE ; Shenghui ZHANG
Chinese Journal of Infectious Diseases 2012;30(1):43-47
Objective To investigate the changes and clinical significance of the frequency of circulating CD4+ CD25+ regulatory T cells (Treg) in nonalcoholic fatty liver (NAFL) patients.Methods CD4+ CD25+ Treg in the peripheral blood from 50 NAFL patients and 50 healthy subjects were quantitatively analyzed using flow cytometry. Group t test or Mann-Whitney U test and Spearman's rank correlation test were used for statistical analysis.Results The proportion of circulating CD4+CD25+ Treg in NAFL patients was (5.39 ± 1.94)%,which was significantly higher than that in healthy controls [(4.21±1.52)%](t=3.385,P<0.01).Further analysis revealed that the frequency of Treg was positively correlated with triglyceride (TG) level and body mass index (r=0.307 and 0.251,respectively; P=0.002 and 0.012,respectively),and negatively correlated with high density lipoproteincholesterol (HDL-C) (r=-0.306,P=0.002).Meanwhile,Treg in patients with high body mass index,high TG,low HDL-C,hypertension and metabolic syndrome (MS) were all higher than those in controls (t=2.294,2.533,3.154,2.010 and 4.454,respectively; all P<0.05).But there was no significant difference between patients with high fasting blood glucose and controls (U=1143.500,P=0.471).Conclusion The increased frequency of peripheral Treg in NAFL patients may have some relations with the imbalance of proinflammation and anti-inflammation in NAFL patients who coexisting with MS.
8.Expression of 11β-hydroxysteroid dehydrogenase type 1 on hippocampus of rat with chronic unpredictable mild stress
Shixiang CHENG ; Yue TU ; Sai ZHANG ; Li WEN ; Xiaozhi LIU
Chinese Journal of Behavioral Medicine and Brain Science 2012;21(7):634-637
ObjectiveTo investigate the roles of 11 β-hydroxysteroid dehydrogenase type 1 ( 11 β-HSD1 )on hippocampus of rat with chronic unpredictable mild stress (CUMS).MethodsTwenty-four male SpragueDawley rats were randomly divided into control group and depressive model group. Chronic unpredictable mild stress (CUMS) was used to make up depressive animal model.Behavioral changes were recorded by body weight measuring,sucrose consumption test (SCT) and open field test (OFT),respectively.The mRNA transcription of 11β-HSD1 in hippocampus tissues of the rats were detected by real-time RT-PCR,and the protein expression of 11β-HSD1 were detected by western blot and immunofluorescence.ResultsBcforc starting CUMS protocol,the rats exhibited equivalent weight and sucrose consumption.Twenty-eight days after CUMS protocol,behavior parameters such as body weight,sucrose consumption,nunber of crossing,and number of rearing were significantly decreased in rats exposed to CUMS group compared with control group (P < 0.05,P < 0.01 ).Correspondingly,realtime RT-PCR assays showed the mRNA expression of 11 β-HSD1 in the hippocampus of CUMS group,which was (31 ±9) % lower than that of control group.Meanwhile,the protein expression of it in CUMS group was lower than that of control group (P < 0.05 ).Inmunofluorescence revealed that the number of positive 11 3-HSD1 cells was high (223 ± 13) in the control group,while the number was decreased prominently (92 ± 11 ) in the CUMS group (P < 0.01 ).ConclusionDepressive behavior of rats is induced and the expression of 11 β-HSD1 in the hippocampus is decreased prominently by CUMS,the mechanism of which is at least related to the low expression of 11β-HSD1 and disturbance of glucocorticoid metabolism caused by CUMS.
9.Effect of brain-derived neurotrophic factor on environmental nutrition and neural differentiation of the transplanted stem cells under hypothermia
Sai ZHANG ; Xiaozhi LIU ; Hongtao SUN ; Yue TU ; Shixiang CHENG
Chinese Journal of Trauma 2011;27(1):68-71
Objective To study the effect of brain-derived neurotrophic factor (BDNF) on the environmental nutrition and neural differentiation of the transplanted stem cells under hypothermia.Methods The BDNF gene mediated by liposome was transfected into 293T cell line, and ELISA assay was applied to find the peak time of BDNF expression. When BDNF was highly expressed, the supernatant was collected for establishment of SD rat models of brain injury. The rats were divided into Group A (stem cell transplantation group) and Group B (stem cell transplantation and BDNF group). Rats in both groups were under hypothermia treatment for five days. Four and eight days later ( three days from rewarming), rat brain tissues were obtained to detect the expressions of proliferating cell nuclear antigen (PCNA), nestin, neuron-specific enolase (NSE) and glial fibrillary acidic protein (GFAP) by immunohistochemical method and to detect the apoptosis by in situ hybridization. Finally, the nerve function scores were obtained for evaluation of the nerve function. Results The ELISA showed that the high level of BDNF expression was at 48 to 60 hours after gene transfection. PCNA and nestin were highly expressed, while NES and GFAP showed nil or low level of expression in both groups at the fourth day after hypothermia, with little apoptotic cells especially in the Group B (P <0.05). The expressions of PCNA and nestin were decreased, but the expressions of NSE and GFAP were increased at the third day after rewarming. The positive rate of NSE expression in the Group B was much higher and the apoptotic cells were much less compared with the Group A ( P < 0. 05 ). A better nerve score was obtained in the Group B. Conclusion BDNF can enhance the survival rate of the transplanted stem cells and induce their differentiation into neurons under hypothermia.
10.Dynamic expressions of exchange protein directly activated by cyclic adenosine monophosphate in rat model of liver fibrosis
Zhijuan DAI ; Yongping CHEN ; Yuan CHENG ; Chao YE ; Xiaozhi JIN ; Zhuo LIN ; Lei ZHANG ; Dianna GU
Chinese Journal of Infectious Diseases 2011;29(1):11-17
Objective To investigate the dynamic expressions of exchange protein directly activated by cyclic adenosine monophosphate (cAMP) (Epac) in rat model of hepatic fibrosis(HF).Methods Forty-two male SD rats were divided into control group (n = 6) and model group (n = 36)which was divided into six subgroups of day 4, week 1, week 2, week 4,week 6 and week 8 with six rats in each subgroup. The rat model of HF was established by intraperitoneal injection of dimethylnitrosamine (DMN). The pathological changes of liver were observed by Hematoxylin-Eosin and Masson staining. Reverse transcription-polymerase chain reaction (RT-PCR),immunohistochemistry and Western blot were employed to detect the mRNA and protein expressions of Epac1, Epac2 and transforming gronth factor (TGF)β1 during the process of modeling and localization in the liver. The statistical analysis was done using one-factor ANOVA, LSD-t test,Dunnett T3 test and Pearson linear correlation analysis. Results Rat model of liver fibrosis was established successfully. In control group, Epac1 (0. 031 28±0. 008 96) and Epac2 protein (0.034 43±0. 002 45) mainly expressed in the cytoplasm of hepatocytes. In model group, the level of Epac1 decreased at day 4 (0. 023 97±0. 003 81) and week 1 (0. 015 81±0. 002 48) ,then began to increase at week 2 of modeling and peaked at week 6 (0. 039 54±0. 001 43), which had statistical significance compared to the control group (t= 5.47,11.58 and - 6.18, respectively; all P<0.05). Epac2 protein expression declined after modeling, reached the lowest level at week 4 (0. 011 21 ±0. 001 32), which had statistical significance compared to the control group (t= 24. 50, P<0. 05). TGFβ1 protein expression increased after modeling and peaked at week 4 (0. 011 30±0.001 03) which had statistical significance (t= -23. 36, P<0. 05) compared to the control group (0. 002 08 ±0. 000 18). The expressions of Epac1, Epac2 and TGFβ1 mRNA were consistent with the trend of protein levels.Correlation analysis showed that Epac1 protein was positively correlated with the course of HF (r =0. 703, P<0.01 ), while Epac2 protein was negatively correlated (r = - 0. 409, P<0.05). Conclusions During the progression of HF, Epac1 expression tends to decrease firstly and increase afterwards,while Epac2 expression declines continually. Epac may be involved in the pathogenesis of HF.

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