1.Construction and verification of a nomogram of factors influencing the risk of death in patient with sepsis-associated thrombocytopenia
Chao GU ; Han WANG ; Yanxiu LI ; Quan CAO ; Xiangrong ZUO
Chinese Critical Care Medicine 2024;36(2):131-136
Objective:To construct a nomogram prediction model for predicting the risk of death in patients with sepsis-associated thrombocytopenia (SAT) in intensive care unit (ICU) for early indentification and active intervention.Methods:Clinical data of SAT patients admitted to ICU of the First Affiliated Hospital of Nanjing Medical University from December 2019 to August 2021 were retrospectively collected, including demographic data, laboratory indicators, etc. According to the prognosis at 28 days, the patients were divided into the death group and the survival group, and the differences of clinical variables between the two groups were compared. Multivariate Logistic regression analysis was performed to analyze the independent risk factors influencing mortality of patients within 28 days, then a nomogram predictive model was constructed and its performance was verified with internal data. Receiver operator characteristic curve (ROC curve) was used to evaluate the diagnostic effectiveness of the nomogram model, and the clinical applicability of this model was evaluated by clinical decision curve analysis (DCA).Results:A total of 275 patients were included, with 95 deaths at 28 days and a 28-day mortality of 34.5%. Compared with the survival group, acute physiology and chronic health evaluation Ⅱ (APACHEⅡ), sequential organ failure assessment (SOFA), lactic acid (Lac), platelet distribution width (PDW) on day 5 of ICU admission, blood urea nitrogen (BUN), total bilirubin (TBIL), aspartate aminotransferase (AST), C-reactive protein (CRP) of patients in the death group were higher, activated partial thromboplastin time (APTT) and prothrombin time (PT) were longer, platelet count (PLT) on day 3 and day 5 of ICU admission, direct bilirubin (DBIL), fibrinogen (FIB) were lower, the history of chronic lung disease, mixed site infection, lung infection, bloodstream infection, Gram-negative bacterial infection and fungal infection accounted for a higher proportion, the history of diabetes mellitus, urinary tract infection and no pathogenic microorganisms cultured accounted for a lower proportion, and the proportion of the use of vasoactive drugs, mechanical ventilation (MV), continuous renal replacement therapy (CRRT), bleeding events and platelet transfusion were higher. Multivariate Logistic regression analysis showed that APACHEⅡ score at the day of ICU admission [odds ratio ( OR) = 1.417, 95% confidence interval (95% CI) was 1.153-1.743, P = 0.001], chronic lung disease ( OR = 72.271, 95% CI was 4.475-1?167.126, P = 0.003), PLT on day 5 of ICU admission ( OR = 0.954, 95% CI was 0.922-0.987, P = 0.007), vasoactive drug ( OR = 622.943, 95% CI was 10.060-38?575.340, P = 0.002), MV ( OR = 91.818, 95% CI was 3.973-2?121.966, P = 0.005) were independent risk factors of mortality in SAT patients. The above independent risk factors were used to build a nomogram prediction model, and the area under the curve (AUC), sensitivity and specificity were 0.979, 94.7% and 91.7%, respectively, suggesting that the model had good discrimination. The Hosmer-Lemeshow goodness of fit test showed a good calibration with P > 0.05. At the same time, DCA showed that the nomogram model had good clinical applicability. Conclusions:Patients with SAT has a higher risk of death. The nomogram model based on APACHEⅡ score at the day of ICU admission, chronic lung disease, PLT on day 5 of ICU admission, the use of vasoactive drug and MV has good clinical significance for the prediction of 28-day mortality, and the discrimination and calibration are good, however, further verification is needed.
2.Clinical characteristics of patients with moderate or severe valvular heart disease
Hao GAO ; Yuzhu LEI ; Haiyun HUANG ; Xiang XU ; Chao ZHANG ; Jianfang ZHU ; Lihua LI ; Min ZENG ; Shuhui CHEN ; Jinli HE ; Yanxiu CHEN ; Zhihui ZHANG
Chinese Journal of Cardiology 2024;52(10):1200-1206
Objective:To describe the characteristics, etiology and patterns of outpatients and inpatients patients with moderate or severe valvular heart disease (VHD).Methods:This is a cross-sectional study. Outpatients and inpatients with moderate or severe VHD who underwent transthoracic echocardiography for first examination from 1 st January 2001 to 1 st January 2020 in Southwest Hospital, Army Medical University were enrolled. Data were collected from medical records and big data platform of Southwest Hospital. Characteristics of age and gender, etiology and types of VHD were descriptively analysed. Results:A total of 68 354 patients with moderate or severe VHD were enrolled. The age was 63 (50, 72) years. And 35 706 (52.24%) patients were female. (1) Age characteristics: There was similar age trend between male and female patients with moderate or severe VHD. The number of patients increased firstly and then decreased and reached its peak in the age group of 65-69 years old. The peak age of mitral stenosis patients was 45-49 years, which was earlier than that of whole patients with moderate or severe VHD. The median age of patients with bicuspid aortic valve was 42 years. (2) Gender characteristics: The proportion of tricuspid regurgitation, pulmonary regurgitation, mitral regurgitation, mitral stenosis and valve surgery in female patients with moderate or severe VHD were higher than those in male patients. The proportion of aortic regurgitation, aortic stenosis and bicuspid aortic valve in male patients with moderate or severe VHD were significantly higher than those in female patients (all P<0.05). (3) Etiology: The proportion of rheumatic VHD was 13.07% (8 934/68 354), which was higher than that of degenerative VHD (0.67% (458/68 354)). (4) Types of VHD: Tricuspid regurgitation made contribution to the largest proportion with 60.72% (41 503/68 354), followed by mitral regurgitation, aortic regurgitation, mitral stenosis, pulmonary regurgitation and aortic stenosis. Conclusions:There are certain regional characteristics in the prevalence of moderate or severe VHD in southwest China, suggesting different attention should be paid on the whole process of refined management of moderate or severe VHD.
3.Monte Carlo design and preliminary test of X-ray protective rubber
Li LIN ; Wei QI ; Lan HU ; Yanxiu DU ; Jun DENG ; Lei CAO
Chinese Journal of Radiological Health 2023;32(2):137-140
Objective To complete the Monte Carlo design and preliminary test of X-ray protective rubber. Methods According to the characteristics of X-ray energy spectrum for interventional therapy, the shielding effects of lead rubber, tungsten and bismuth composite rubber, and gadolinium and bismuth composite rubber samples were calculated by Monte Carlo simulation. The variation law of lead equivalent of lead-free rubber and lead rubber with X-ray peak tube voltage was obtained through actual measurement. Results Within the peak tube voltage range of 60-110 kV, lead-free rubber effectively replaced lead rubber. Conclusion The shielding and attenuation effect of the existing lead-free protective rubber on low-energy stray X-rays is better than that of lead rubber. Considering the inherent defects of lead rubber, flexible X-ray protective materials with thermoplastic elastomer as filler will have broad development prospects.
4.Spatial Distribution Pattern of Medicinal Plant Resources in Gansu Province and Driving Factors
Yanxiu GUO ; Houkang CAO ; Shaoyang XI ; Li LIU ; Xiaohui MA ; Yi MA ; Li LIN ; Guisen ZHENG ; Ling JIN
Chinese Journal of Experimental Traditional Medical Formulae 2022;28(17):140-149
ObjectiveTo clarify the spatial distribution characteristics of medicinal plant resources in Gansu province, analyze the causes, changing trends, and driving factors of the spatial differentiation, and thus lay a scientific basis for the rational development and sustainable development of medicinal plant resources in this province. MethodBased on the data of The Fourth National Survey of Chinese Medicine Resources, the richness and spatial distribution difference of medicinal plant resources in 87 counties (districts) of Gansu province were analyzed via the global spatial autocorrelation analysis, trend surface analysis, local spatial autocorrelation analysis, and hotspot analysis. Moreover, the correlation of vegetation type, soil texture, annual average temperature, annual average precipitation, and altitude with the spatial distribution pattern of the medicinal plant resources was discussed. ResultCounties (districts) with high or low richness of medicinal plant resources in Gansu province were respectively clustered together. To be specific, counties (districts) with high richness of the medicinal resources were mainly in southeastern Gansu, while those with low richness in northwestern Gansu. The leading driving factors affecting the cold and hot spots included vegetation type, soil texture, and average annual rainfall. ConclusionThe species richness of medicinal plant resources in Gansu province rises from west to east and from north to south. The natural driving factors are the key to the diversity and spatial distribution pattern of medicinal plant resources, which show significant influence on them.
5.Role of circulating long non-coding RNA for the improvement of the predictive ability of the CHA 2DS 2–VASc score in patients with atrial fibrillation
Yuanbo ZHANG ; Duan WANG ; Na WU ; Xinghua CHEN ; Zhiquan YUAN ; Xiaoyue JIA ; Chengying LI ; Qin HU ; Yanxiu CHEN ; Zhihui ZHANG ; Li ZHONG ; Yafei LI
Chinese Medical Journal 2022;135(12):1451-1458
Background::The CHA 2DS 2–VASc score was initially applied to stratify stroke risk in patients with atrial fibrillation (AF) and was found to be effective in predicting all-cause mortality outcomes. To date, it is still unclear whether circulating long non-coding RNAs (lncRNAs) as emerging biomarkers, can improve the predictive power of the CHA 2DS 2–VASc score in stroke and all-cause mortality. Methods::Candidate lncRNAs were screened by searching the literature and analyzing previous RNA sequencing results. After preliminary verification in 29 patients with AF, the final selected lncRNAs were evaluated by Cox proportional hazards regression in 192 patients to determine whether their relative expression levels were associated with stroke and all-cause mortality. The c-statistic, net reclassification improvement (NRI), and integrated discrimination improvement of the patients were calculated to evaluate the discrimination and reclassification power for stroke and all-cause mortality when adding lncRNA expression levels to the CHA 2DS 2–VASc score model. Results::Five plasma lncRNAs associated with stroke and all-cause mortality in AF patients were selected in our screening process. Patients with elevated H19 levels were found to have a higher risk of stroke (hazard ratio [HR] 3.264, 95% confidence interval [CI]: 1.364–7.813, P = 0.008). Adding the H19 expression level to the CHA 2DS 2–VASc score significantly improved the discrimination and reclassification power of the CHA 2DS 2–VASc score for stroke in AF patients. In addition, the H19 level showed a marginally significant association with all-cause mortality (HR 2.263, 95% CI: 0.889–5.760, P = 0.087), although it appeared to have no significant improvement for the CHA 2DS 2–VASc model for predicting all-cause mortality. Conclusions::Plasma expression of H19 was associated with stroke risk in AF patients and improved the discriminatory power of the CHA 2DS 2–VASc score. Therefore, lncRNA H19 served as an emerging non-invasive biomarker for stroke risk prediction in patients with AF.
6.Effects of SP600125 on Proliferation and Invasion of Human Cervical Cancer HeLa Cells
Yanxiu MO ; Feihong YAO ; Juntong LIU ; Ziang HU ; Mulan LI
Cancer Research on Prevention and Treatment 2022;49(4):304-313
Objective To investigate the effect of SP600125 on the proliferation, cell cycle, apoptosis and invasion of human cervical cancer HeLa cells. Methods CCK-8 method was used to detect the proliferation of HeLa cells treated with different concentrations of SP600125 at different time points. The 20 μmol/L of SP600125 was determined for subsequent experiments. Cell proliferation ability was detected using plate clone formation assay; nuclear morphology was observed by DAPI staining; cell cycle and apoptosis were measured by flow cytometry; cell migration and invasion were detected by cell scratch and Transwell methods; the mRNA and protein levels of p53, Mad2L1 and CDC20 were measured by qRT-PCR and Western blot after SP600125 treatment at different time points. Results Compared with control group (0.1%DMSO), cells proliferative activity were reduced by 10, 20, 30, 40 and 50 μmol/L SP600125 treatment for 24h. Compared with control group, the rate of apoptosis was significantly increased in SP600125 treatment groups, and the cell proportion in G2/M phase increased (
7.The improved performance of hepatic elastography combined with the serum biomarkers for the diagnosis of biliary atresia
Yu WANG ; Liqun JIA ; Libing FU ; Ge LYU ; Yanxiu HU ; Yue XIN ; Fengwu LI ; Xi YANG ; Xiaoman WANG
Chinese Journal of Ultrasonography 2021;30(6):500-505
Objective:To investigate the improved performance of hepatic elastography combined with the serum biomarkers for the diagnosis of biliary atresia.Methods:A total of 193 patients with suspected biliary atresia in Beijing Children′s Hospital from March 2019 to November 2020 were consecutively collected. All patients were randomly divided into the training cohort and validation cohort at a ratio of 7∶3. LASSO regression analysis was used for the selection of the model index based on the data set from the training cohort including the serum biomarkers, demographic features (age and sex) and hepatic elastic measurement, and a diagnostic model for biliary atresia was subsequently developed by weighting on the basis of the dominance ration. The performance of the model was respectively evaluated with respect to the discrimination and calibration in each cohort.Results:Alanine aminotransferase (ALT), glutamyl transferase (GGT) and hepatic elastic measurement were selected to build the model. The area under the ROC curve of the final diagnostic model was 0.943 with a sensitivity of 90.9% and a specificity of 85.7% in the training cohort, and 0.955 in the validation cohort. Hosmer-Lemeshow test ( P=0.292, P=0.951) and calibration curves further validated its satisfactory calibration in both cohorts. As demonstrated by Delong et al.test, employing the model in the training cohort achieved the best diagnostic performance compared with using single model index ( P<0.001, P=0.016, P<0.001). In the validation cohort, the decision curve analysis showed the model had a higher overall net benefit over using hepatic elastography alone in every predicted probability. Conclusions:The diagnostic model for biliary atresia, which incorporates ALT, GGT and hepatic elastic measurement, can improve the performance of hepatic elastography with a higher clinical value.
8.Monocyte/lymphocyte ratio as a predictor of 30-day mortality and adverse events in critically ill patients: analysis of the MIMIC-Ⅲ database
Yanxiu LI ; Yun LIU ; Chunlei ZHOU ; Zhongwen ZHANG ; Xiangrong ZUO ; Jinghang LI ; Quan CAO
Chinese Critical Care Medicine 2021;33(5):582-586
Objective:To investigate the correlation of monocyte/lymphocyte ratio (MLR) with the prognosis and adverse event in critically ill patients.Methods:Basic information of patients were extracted from Medical Information Mart for Intensive Care-Ⅲ (MIMIC-Ⅲ), including demographics, blood routine, biochemical indexes, systemic inflammatory response syndrome score (SIRS), sequential organ failure assessment (SOFA) score, and outcome, etc. MLR on the first day of intensive care unit (ICU) admission was calculated. The receiver operating characteristic curve (ROC curve) was applied to evaluate the prognostic value of MLR on the 30-day mortality and its cut-off value. According to the cut-off value, the patients were divided into two groups, and the differences between the groups were compared. Logistic regression model was used to analyze the relationship of MLR with 30-day mortality, continuous renal replacement therapy (CRRT), mechanical ventilation, the length of ICU stay, and total hospitalization time.Results:① A total of 43 174 critically ill patients were included. ROC curve showed that area under ROC curve (AUC) of MLR in predicting 30-day mortality was 0.655 [95% confidence interval (95% CI) was 0.632-0.687]. The cut-off value of MLR calculated according to the maximum Yoden index was 0.5. There were 16 948 patients with MLR ≥ 0.5 (high MLR group) and 26 226 patients with MLR < 0.5 (low MLR group). ② Compared with the low MLR group, the high MLR group had higher age, proportion of male, body mass index (BMI) [age (years old): 66.0 (51.7, 78.4) vs. 57.6 (27.1, 74.6), proportion of male: 57.2% vs. 52.5%, BMI (kg/m 2): 26.5 (22.5, 31.1) vs. 24.7 (14.3, 29.7)]. The high MLR group also had higher incidence of complications (hypertension: 49.2% vs. 44.6%, chronic heart failure: 32.6% vs. 21.7%, diabetes mellitus: 27.0% vs. 23.4%, chronic obstructive pulmonary disease: 21.5% vs. 16.1%, renal insufficiency: 19.3% vs. 13.1%), and higher white blood cell count (WBC), blood glucose, lactate (Lac), serum creatinine (SCr), SIRS score and SOFA score [WBC (×10 9/L): 13.8 (9.6, 19.2) vs. 11.5 (8.4, 15.6), blood glucose (mmol/L): 8.66 (6.88, 11.49) vs. 8.27 (6.55, 10.88), Lac (mmol/L): 2.2 (1.5, 3.7) vs. 2.1 (1.4, 3.3), SCr (μmol/L): 106.1 (70.7, 176.8) vs. 88.4 (70.7, 132.6), SIRS score: 3 (2, 4) vs. 2 (2, 3), SOFA score: 4 (2, 7) vs. 3 (1, 5)]. The 30-day mortality, and the proportion of patients with length of ICU stay > 5 days, total hospitalization time > 14 days, CRRT and mechanical ventilation > 5 days were significantly higher in high MLR group (30-day mortality: 20.0% vs. 8.3%, length of ICU stay > 5 days: 33.2% vs. 20.4%, total hospitalization time > 14 days: 33.7% vs. 16.2%, CRRT: 3.6% vs. 0.7%, mechanical ventilation > 5 days: 18.4% vs. 5.7%), with statistically significant differences (all P < 0.05). ③ After adjusted with the related factors, multivariate Logistic regression analysis showed that elevated MLR was an independent risk factor for increased 30-day mortality [odd ratio ( OR) = 1.54, 95% CI was 1.37-1.72, P < 0.001]. Moreover, the increased MLR was independently associated with the increased risk of usage of CRRT ( OR = 2.77, 95% CI was 2.18-3.51), mechanical ventilation > 5 days ( OR = 2.45, 95% CI was 2.21-2.72), the length of ICU stay > 5 days ( OR = 2.29, 95% CI was 2.10-2.49), and total hospitalization time > 14 days ( OR = 2.28, 95% CI was 2.08-2.49), all P < 0.001. Conclusions:Retrospective analysis of large sample shows that MLR elevation is an independent risk factor for 30-day mortality, usage of CRRT, prolonged mechanical ventilation time, prolonged hospitalization, prolonged length of ICU stay. MLR can be used for risk stratification of severe patients.
9. Study on the effects of total flavonoids from litchi nucleus on nuclear translocation of nuclear factor-kappa B and related protein expression in rat hepatic stellate cell
Guijin QIN ; Yongzhong ZHAO ; Yanxiu LIU ; Cai LI ; Jie CAO ; Qiuchen CHENG ; Xuhua XIAO ; Qing LU
Chinese Journal of Hepatology 2018;26(7):535-539
Objective:
The effect of total flavonoids of litchi (TFL) on nuclear translocation of nuclear factor-kappa B (NF- kappa B) in rat hepatic stellate cell line (HSC-T6) induced by transforming growth factor - beta 1 (TGF- beta 1) in vitro was studied to explore the mechanism of action of anti-hepatic fibrosis drugs.
Methods:
HSC-T6 was cultured in vitro, induced by TGFβ1 for 24 h, and then treated with TFL at 125, 250 and 500 μg/ml for 48 h. The effect of TFL on NF-κB nuclear translocation in HSC-T6 was observed by confocal laser microscopy. The effects of TFL on the expression of TLR4, p-IκB ɑ, p-NF-κB p65, NF-κB and Collagen I protein were detected by western blot. The expressions of TLR4 and p-NF-κB p65 were detected by immunofluorescence. Data were presented as mean±SEM. Homogeneity test of variance was performed and then followed by one-way analysis of variance (ANOVA). The multiple comparisons between groups were performed by LSD test.
10.Relationship Between Improved Cardiovascular Health Behavior Score and Short-time Systemic Blood Pressure Variability in Elder Population
Yang WANG ; Ming GAO ; Zhifang LI ; Shasha AN ; Wenyan ZHANG ; Shuohua CHEN ; Yanxiu WANG ; Yuyan SUN ; Ying LIU ; Yanhong QI ; Shuting KAN ; Shouling WU
Chinese Circulation Journal 2015;(10):976-980
Objective: To investigate the impact of improved AHA cardiovascular health behavior score (CHS) on short-time systemic blood pressure variability (SBPV) in elder population.
Methods: A total of 2464 participants ≥ 60 years from 3 hospitals of Kailuan area were taken for cohort study. The participants had no cardiovascular disease, not taking anti-psychotic drug, Parkinson treatment drug, anti-depression drug and analgesic drug within 2 weeks. All participants received 24-hour ambulatory blood pressure monitoring (ABPM) and the 24-hour, day-time, night-time SBPV were deifned by the standard deviation of 24-hour, day-time, night-time systolic blood pressure. The influence of CHS on SBPV was studied by multi-linear regression analysis. Improved cardiovascular health behavior and factors implied as changing the vegetable intake amount to salt amount by American Humane Association, 2010; boundary of BMI based on《Guidelines for prevention of overweight and obesity in Chinese adults》; status of exercise was deifed as the ideal status: ≥80 min/week, general status: < 80 min/week and bad status: no exercise.
Results: Finally, 1812 participants were recruited for survey and they were divided into 3 groups according to improved CHS: Group①, CHS (0-4) points,n=56, Group②, CHS (5-9) pointsn=1600 and Group③, CHS (10-14) points,n=156. The 24-hour SBPV in Groups①,②and③were 16.02 mmHg, 14.91 mmHg and 13.18 mmHg; day-time SBPV were 15.42 mmHg, 14.50 mmHg and 13.22 mmHg; night-time SBPV were 12.68 mmHg, 11.44 mmHg and 10.16 mmHg, allP<0.05. Multi-linear regression analysis indicated that with adjusted confounding factors, with 1 point of CHS elevation, the 24 hour-, day-time, night-time SBPV would reduce for 0.20 mmHg, 0.19 mmHg and 0.37 mmHg respectively, allP<0.05.
Conclusion: CHS was negatively related to short-time SBPV in elder population.


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