1.Intestinal markers assist in evaluating the advantages and disadvantages of early enteral nutrition in patients with different degrees of shock
Lele XU ; Jinwei ZHU ; Jian LU ; Ya'ou CHEN
Chinese Journal of Emergency Medicine 2023;32(10):1377-1384
Objective:To evaluate whether early enteral nutrition could benefit patients with different degrees of shock by dynamic changes of intestinal biomarkers intestinal fatty acid-binding protein (I-FABP) and citrulline.Methods:(1) From February 2021 to February 2023, 133 target patients in the Intensive Care Unit of Suzhou Hospital Affiliated to Nanjing Medical University were enrolled. The observation period was 7 days after admission, and intestinal biomarkers were monitored three times: 24 hours after admission (D1), the third day after admission (D3), and the seventh day after admission (D7). (2) The enrolled patients were divided into two groups according to the dose of norepinephrine received within 48 hours after admission: safe dose group [receiving norepinephrine < 0.3 μg/(kg·min)] and hazardous dose group [receiving norepinephrine ≥0.3 μg/(kg·min)]. The safe dose group was given early enteral nutrition according to the guidelines, and the dangerous dose group was randomly (random number) given early enteral nutrition (EEN) and delayed enteral nutrition (DEN).(4)The dynamic changes of intestinal fatty acid binding protein and citrulline in three groups were observed; The differences of intestinal biomarkers at different time points of dangerous dose of EEN/DEN were compared. The survival time of EEN/DEN group within 28 days was recorded, and Kaplan-Meier survival curve was drawn. Univariate and multivariate regression analyses of 28-day mortality were performed for the included population.Results:(1) The baseline data, APACHEⅡ score, arterial blood lactic acid, AGI grade, feeding interruption, total feeding time within 7 days, and 28-day survival number were statistically different between safe dose EEN group and hazardous dose EEN group ( P < 0.05). Compared the baseline data of the dangerous dose EEN group and the dangerous dose DEN group, only the number of feeding interruptions was statistically different ( P < 0.05). (2) The trend of change in the safe dose EEN group was the same as that in the dangerous dose DEN group: I-FABP decreased significantly from D3 to D7 ( P < 0.05); Citrulline decreased from D1 to D3, but increased from D3 to D7 ( P < 0.05). In dangerous dose EEN group, I-FABP had no significant change during the monitoring period ( P > 0.05). Citrulline decreased significantly from D1 to D3 ( P < 0.05). The EEN/DEN ratio at dangerous dose was significantly different only for D7-I-FABP ( P < 0.05). Compared with the survival curve of EEN/DEN at risk dose, DEN could improve the early survival rate of critically ill patients at risk dose (Breslow test P = 0.0447). (4) Age( OR=1.069,95% CI: 1.002-1.140, P=0.044) was independent risk factor for 28-day death . BMI ( OR= 0.772, 95% CI: 0.604-0.987, P=0.039), no feeding interruption ( OR=0.044,95% CI: 0.004-0.455, P=0.009), total feeding time within 7 days ( OR=0.959, 95% CI: 0.923-0.997, P=0.036) were the protective factors. Conclusions:EEN at the safe dose and DEN at the dangerous dose can effectively reverse the necrosis of enterocyte and promote the recovery of enterocyte function. EEN is not a clear risk factor for death at 28 days, but it not only increases the incidence of feeding interruption, but also do not conduct the recovery of intestinal cell function from the perspective of intestinal biomarkers.
2.Spatial radiomics model for identifying supratentorial pilocytic astrocytoma and ganglioglioma based on MRI
Tianliang ZHAN ; Jianrui LI ; Qiang XU ; Zhizheng ZHUO ; Junjie LI ; Haohui CHEN ; Ya'ou LIU ; Zhiqiang ZHANG
Chinese Journal of Radiology 2024;58(12):1381-1387
Objective:To construct a spatial radiomics model based on the spatial distribution characteristics of supratentorial pilocytic astrocytoma (PA) and ganglioglioma (GG) and to evaluate its differential diagnosis efficiency.Methods:The study was a cross-sectional study. A retrospective collection of 244 patients with episodic PA and GG who attended Beijing Tiantan Hospital of Capital Medical University (Center 1) from June 2016 to June 2022 and 116 patients with episodic PA and GG who attended General Hospital of Eastern Theater Command (Center 2) from March 2019 to October 2022 was performed. The patients in Center 1 were divided into a training set (171 patients) and a validation set (73 patients) in a 7∶3 ratio according to the random number table method, and the patients in Center 2 as a whole were regarded as test sets. All patients underwent MRI. Segmentation of tumor based on enhanced T 1WI and T 2WI images, alignment to standard space to generate a statistical parametric mapping of tumor locations and intergroup comparison was conducted. The Johns Hopkins University template was used to extract 189 tumor location features to construct a spatial model of tumor location; PyRadiomic 3.0.1 software was used to extract tumor radiomics features to construct a radiomics model; and the two models were fused to construct a spatial radiomics model. The efficacy of spatial radiomics model, spatial model, and radiomics model to discriminate PA from GG was analyzed using receiver operating characteristic curves and area under the curve (AUC). The generalization ability of the model was assessed by the difference in accuracy between the test sets and the validation sets (ΔACC). The clinical utility of the model was compared using clinical decision curves and calibration curves. Results:The statistical parametric mapping of lesions showed that supratentorial PA was vulnerable to medial structure areas such as suprasellar region, thalamus, basal ganglia and frontal lobe, temporal lobe, parietal lobe. GG was mainly distributed in bilateral temporal lobes, as well as frontal lobe, occipital lobe and parietal lobe. The AUCs of spatial radiomics model, radiomics model and spatial model to identify PA and GG in the test set were 0.876, 0.785, and 0.819, with accuracies of 77.59%, 72.41%, and 77.14%, respectively, and ΔACCs in the test set and validation set were 11.6%, 15.43%, and 6.94%, respectively. The clinical decision curves showed an overall greater clinical benefit of the spatial radiomics model compared with the conventional radiomics model and spatial model.Conclusion:Spatial radiomics model containing spatial information on lesion location can improve the diagnostic efficacy of supratentorial PA and GG, and enhance the generalization of the prediction model.
3.High levels of platelet-to-lymphocyte ratio may predict reduced risk of end stage of renal disease in Chinese patients with MPO-ANCA associated vasculitis.
Li HUANG ; Chanjuan SHEN ; Yong ZHONG ; Joshua D OOI ; Peter J EGGENHUIZEN ; Ya'ou ZHOU ; Jinbiao CHEN ; Ting WU ; Ting MENG ; Zhou XIAO ; Wei LIN ; Rong TANG ; Xiang AO ; Xiangcheng XIAO ; Qiaoling ZHOU ; Ping XIAO
Journal of Central South University(Medical Sciences) 2022;47(2):211-218
OBJECTIVES:
Platelet-to-lymphocyte ratio (PLR) has recently been investigated as a new inflammatory marker in many inflammatory diseases, including systemic lupus erythematosus and immunoglobulin A vasculitis. However, there were very few reports regarding the clinical role of PLR in patients with anti-neutrophil cytoplasmic antibody (ANCA) associated vasculitis. This study was thus undertaken to investigate the relationship between inflammatory response and disease activity in Chinese patients with myeloperoxidase-anti-neutrophil cytoplasmic antibody (MPO-ANCA) associated vasculitis. Furthermore, we evaluated whether PLR predicts the progression of end stage of renal disease (ESRD) and all-cause mortality.
METHODS:
The clinical, laboratory and pathological data, and the outcomes of MPO-ANCA associated vasculitis patients were collected. The Spearman correlation coefficient was computed to examine the association between 2 continuous variables. Cox regression analysis was used to estimate the association between PLR and ESRD or all-cause mortality.
RESULTS:
A total of 190 consecutive patients with MPO-ANCA associated vasculitis were included in this study. Baseline PLR was positively correlated with CRP (r=0.333, P<0.001) and ESR (r=0.218, P=0.003). PLR had no obvious correlation with Birmingham Vasculitis Activity Score (BVAS). Patients having PLR≥330 exhibited better cumulative renal survival rates than those having PLR<330 (P=0.017). However, there was no significant difference in the cumulative patient survival rates between patients with PLR≥330 and those with PLR<330 at diagnosis (P>0.05). In multivariate analysis, PLR is associated with the decreased risk of ESRD (P=0.038, HR=0.518, 95% CI 0.278 to 0.963). We did not find an association between PLR with all-cause mortality using multivariate analysis (HR=1.081, 95% CI 0.591 to 1.976, P=0.801).
CONCLUSIONS
PLR is positively correlated with CRP and ESR. Furthermore, PLR may independently predict the risk of ESRD.
Anti-Neutrophil Cytoplasmic Antibody-Associated Vasculitis/diagnosis*
;
Antibodies, Antineutrophil Cytoplasmic/analysis*
;
China/epidemiology*
;
Humans
;
Kidney Failure, Chronic/complications*
;
Lymphocytes
;
Peroxidase
;
Retrospective Studies