1.Scoping review of outcome indicators in randomized controlled trials on exercise rehabilitation in patients with atrial fibrillation
Zhanhong YOU ; Zhijie TANG ; Jie WANG ; Yunxia LI ; Qin WANG ; Guozhen SUN
Chinese Journal of Modern Nursing 2024;30(27):3768-3776
Objective:To analyze the selection of outcome indicators for randomized controlled trials (RCT) on exercise rehabilitation in patients with atrial fibrillation (AF), promote the construction of the core outcome set and provide reference for the research design of subsequent RCT.Methods:The RCT literature related to exercise rehabilitation of patients with atrial fibrillation was systematically searched from CNKI, Wanfang, VIP, PubMed, Web of Science, Embase and Cochrane Library databases, and the search period was from establishment of the databases until July 31, 2023. After literature screening, Cochrane Risk of Bias Assessment Tool was used for quality evaluation, information extraction, classification of outcome indicators, frequency of use statistics, analysis and extraction of current shortcomings in the selection of outcome indicators, and corresponding suggestions were proposed.Results:A total of 32 articles were included, and 19 RCT were evaluated twice for outcome measures. The number of outcome measures ranged from 2 to 17, with 10 RCT setting outcome measures according to primary and secondary criteria and 6 RCT setting safety outcome measures. A total of 96 outcome indicators were extracted in this study, total 266 frequency, which could be divided into 4 categories, such as safety evaluation (18 times), clinical response (75 times), patient-reported outcomes (68 times) and laboratory and other examination (105 times) .Conclusions:Existing RCT outcome indicators of exercise rehabilitation in patients with atrial fibrillation emphasize the changes in subjective feelings and objective indicators of individuals, covering four aspects such as the physical condition, exercise ability, quality of life and psychological status of individuals. However, there is a lack of uniform standards and the safety evaluation indicators are fewer. The categories of exercise rehabilitation indicators for atrial fibrillation patients extracted in this paper can provide a reference for the design of future RCT studies and promote the generation of higher quality evidence-based medical evidence.
2.Effect of mild hypothermia on macrophage polarization in lipopolysaccharide-induced acute lung injury mice
Bixia ZHANG ; Liangyan JIANG ; Lichuang HUANG ; Juntao HU ; Zhanhong TANG
Chinese Critical Care Medicine 2024;36(5):514-519
Objective:To investigate the effect of mild hypothermia on macrophage polarization in lipopolysaccharide (LPS)-induced acute lung injury (ALI) mice and to clarify its role in lung injury.Methods:According to a random number table method, 18 male C57BL/6 mice were divided into sham operation group (Sham group), ALI normothermic model group (NT group) and ALI mild hypothermia treatment group (HT group), with 6 mice in each group. The ALI model in mice was established by the method of tracheal instillation of LPS, and temperature control was administered at 1 hour after surgery. The anus temperature in NT group was kept at 36-38?℃, while the anus temperature in HT group was kept at 32-34?℃. The target anus temperature in both groups were maintained for 6 hours and then slowly rewarmed to 36-38 ℃. The Sham group was infused with an equal amount of physiological saline through the trachea without temperature control. After 24 hours of modeling, serum was collected and mice were sacrificed to obtain lung tissue. Pathological changes in lung tissue were observed under light microscopy and semi-quantitative lung injury score was performed. Enzyme linked immunosorbent assay (ELISA) was used to detect the serum levels of interleukins (IL-1β, IL-10). Real-time quantitative polymerase chain reaction (RT-qPCR) was used to test the indicators of macrophage polarization, such as the mRNA expressions of CD86, IL-6, CD206 and arginase 1 (Arg1) in the lung tissue. The protein expression of M1 macrophage marker inducible nitric oxide synthase (iNOS) and M2 macrophage marker Arg1 were detected by Western blotting.Results:Compared with the Sham group, the NT group appeared significant pulmonary hemorrhage and edema, thickened lung septum, inflammatory cell infiltration, and lung injury score was significantly increased; serum IL-1β level was significantly elevated; IL-10 level was increased without statistical significance; the expressions of CD86 mRNA, IL-6 mRNA and iNOS protein were significantly elevated, and CD206 mRNA was significantly decreased; the mRNA and protein expressions of Arg1 decreased, but there were no significant differences. Compared with the NT group, the pathological injury of lung tissue in HT group was significantly reduced, and the lung injury score was significantly decreased (4.78±0.96 vs. 8.56±1.98, P < 0.01); serum IL-1β level was decreased (ng/L: 13.52±1.95 vs. 27.18±3.87, P < 0.01), and IL-10 level was significantly increased (ng/L: 42.59±15.79 vs. 14.62±4.47, P < 0.01); IL-6 mRNA expression was decreased in lung tissue (2 -ΔΔCt: 3.37±0.92 vs. 10.04±0.91, P < 0.05), the expression of M1 macrophage markers CD86 mRNA and iNOS protein were significantly decreased [CD86 mRNA (2 -ΔΔCt): 0.52±0.16 vs. 1.95±0.33, iNOS protein (iNOS/β-actin): 0.57±0.19 vs. 1.11±0.27, both P < 0.05], the expression of M2 macrophage markers CD206 mRNA, Arg1 mRNA and Arg1 protein were significantly increased [CD206 mRNA (2 -ΔΔCt): 3.99±0.17 vs. 0.34±0.17, Arg1 mRNA (2 -ΔΔCt): 2.33±0.73 vs. 0.94±0.23, Arg1 protein (Arg1/β-actin): 0.96±0.09 vs. 0.31±0.11, all P < 0.05]. Conclusion:Mild hypothermia can alleviate the inflammatory response and protect lung tissue in ALI mice, which may be related to the inhibition of M1 macrophage polarization and promotion of M2 macrophage polarization.
3.Interferon-γ Correlation with the severity of septic shock in patients and its prognostic value
Lich-Uang HUANG ; Liangyan JIANG ; Bixia ZHANG ; Shaolei WU ; Juntao HU ; Zhanhong TANG
The Journal of Practical Medicine 2024;40(12):1725-1730
Objective To explore the correlation between the expression level of interferon gamma(IFN-γ)and the severity of patients with septic shock and its prognostic value.Methods The clinical data and serum of 96 septic shock patients admitted to the Department of Critical Care Medicine,the First Affiliated Hospital of Guangxi Medical University from March 2022 to August 2023 were collected,and divided into survival group and death group according to the 28-day outcome;collected at the same time Sera from 30 healthy people undergoing physi-cal examination during the same period served as the control group.The enzyme-linked immunosorbent(ELISA)method was used to detect the expression levels of IFN-γ in the three groups,and the expression levels of IFN-γ and various clinical data between the groups were analyzed.Results The serum IFN-γ expression level of patients with septic shock was lower than that of healthy people undergoing physical examination,212.80(151.11,255.79)ng/L compared with 343.37(314.5,427.95)ng/L,P<0.01.Among the 96 cases of septic shock,There were 54 cases in the survival group and 42 cases in the death group.The clinical data of the two groups were com-pared.The gender,smoking history,SBP,DBP,SI,Lac,IL-6,IFN-γ,PCT,SOFA score,and APACHEⅡscore of the two groups of patients were compared.The difference is statistically significant(P<0.01).Logistic regression analysis showed that decreased expression of Lac,IFN-γ,and APACHEⅡ score were independent risk factors for death in patients with septic shock.[Odds ratio(OR)and 95%confidence interval(95%CI)were 6.491(1.404~30.004)respectively.0.954(0.954~0.999),3.476(1.210~9.984),P<0.05].The Spearman correlation analysis of INF-γ,Lac and APACHEⅡ showed a negative correlation,and the correlation coefficients were-0.38 and-0.35 respectively.Drawing the ROC curves of Lac,IFN-γ,and APACHEII,the AUCs of the three were 0.847,0.869,and 0.833 respectively.The AUC of the three joint predictions was 0.978.The joint prediction value of the three was better than that of a single indicator,P<0.001.Conclusion The decrease in IFN-γ expression level and the severity of septic shock patients have good prognostic value.
4.Evaluation of extravascular lung water index in critically ill patients based on lung ultrasound radiomics analysis combined with machine learning.
Weiyu MENG ; Chi ZHANG ; Juntao HU ; Zhanhong TANG
Chinese Critical Care Medicine 2023;35(10):1074-1079
OBJECTIVE:
To explore lung ultrasound radiomics features which related to extravascular lung water index (EVLWI), and to predict EVLWI in critically ill patients based on lung ultrasound radiomics combined with machine learning and validate its effectiveness.
METHODS:
A retrospective case-control study was conducted. The lung ultrasound videos and pulse indicated continuous cardiac output (PiCCO) monitoring results of critically ill patients admitted to the department of critical care medicine of the First Affiliated Hospital of Guangxi Medical University from November 2021 to October 2022 were collected, and randomly divided into training set and validation set at 8:2. The corresponding images from lung ultrasound videos were obtained to extract radiomics features. The EVLWI measured by PiCCO was regarded as the "gold standard", and the radiomics features of training set was filtered through statistical analysis and LASSO algorithm. Eight machine learning models were trained using filtered radiomics features including random forest (RF), extreme gradient boost (XGBoost), decision tree (DT), Naive Bayes (NB), multi-layer perceptron (MLP), K-nearest neighbor (KNN), support vector machine (SVM), and Logistic regression (LR). Receiver operator characteristic curve (ROC curve) was plotted to evaluate the predictive performance of models on EVLWI in the validation set.
RESULTS:
A total of 151 samples from 30 patients were enrolled (including 906 lung ultrasound videos and 151 PiCCO monitoring results), 120 in the training set, and 31 in the validation set. There were no statistically significant differences in main baseline data including gender, age, body mass index (BMI), mean arterial pressure (MAP), central venous pressure (CVP), heart rate (HR), cardiac index (CI), cardiac function index (CFI), stroke volume index (SVI), global end diastolic volume index (GEDVI), systemic vascular resistance index (SVRI), pulmonary vascular permeability index (PVPI) and EVLWI. The overall EVLWI range in 151 PiCCO monitoring results was 3.7-25.6 mL/kg. Layered analysis showed that both datasets had EVLWI in the 7-15 mL/kg interval, and there was no statistically significant difference in EVLWI distribution. Two radiomics features were selected by using LASSO algorithm, namely grayscale non-uniformity (weight was -0.006 464) and complexity (weight was -0.167 583), and they were used for modeling. ROC curve analysis showed that the MLP model had better predictive performance. The area under the ROC curve (AUC) of the prediction validation set EVLWI was higher than that of RF, XGBoost, DT, KNN, LR, SVM, NB models (0.682 vs. 0.658, 0.657, 0.614, 0.608, 0.596, 0.557, 0.472).
CONCLUSIONS
The gray level non-uniformity and complexity of lung ultrasound were the most correlated radiomics features with EVLWI monitored by PiCCO. The MLP model based on gray level non-uniformity and complexity of lung ultrasound can be used for semi-quantitative prediction of EVLWI in critically ill patients.
Humans
;
Extravascular Lung Water/diagnostic imaging*
;
Retrospective Studies
;
Critical Illness
;
Case-Control Studies
;
Bayes Theorem
;
China
;
Lung/diagnostic imaging*
5.Analysis of early predictors of severe and critical SARS-CoV-2 infection
Bin HUANG ; Fengkun LU ; Xiaorong LI ; Zhanhong TANG ; Juntao HU
The Journal of Practical Medicine 2023;39(21):2736-2742
Objective To explore the early predictors of the development of the novel coronavirus infection(COVID-19)into severe and critical forms.Methods COVID-19 patients hospitalized in the Department of Intensive Care Medicine,Infection ward,Respiratory and Critical Care Medicine of the First Affiliated Hospital of Guangxi Medical University from December 2022 to March 2023 were selected as the study objects,and were divided into mild/medium group,severe group,and critical group according to the severity of illness during hospitalization.General clinical data and early laboratory results of the three groups were collected and compared.Results A total of 242 patients with novel coronavirus infection were included,including 117 mild/medium patients,55 severe patients,and 70 critically severe patients.There were 165 males and 77 females with a median age of 70(59,80)years.The age,sex,diabetes,heart disease,stroke,combined pneumonia,combined bloodstream infection,APACHE Ⅱ score,respiratory rate on admission,systolic blood pressure,and early white blood cell count(WBC),lymphocyte count(LYM),urea,creatinine,albumin,C-reactive protein,D-dimer,interleukin-6(IL-6),and calcium reduction of patients in the three groups had significant(all P<0.05).Ordered logistic regression shows,previous heart disease,stroke,combined bloodstream infection,WBC,high IL-6 level,and low LYM level were independent risk factors for severe and critical COVID-19 infection[odds ratio(OR)and 95%confidence interval(95%CI)were 3.253(1.694~6.246),5.251(2.378~11.592),respectively.6.920(2.499~19.189),1.111(1.041~1.186),1.003(1.001~1.006),0.571(0.353~0.926)].ROC curve analysis showed that WBC,LYM,IL-6 and their combined detection had certain predictive value for the severity of COVID-19(all P<0.05),and the combined detection of WBC,LYM and IL-6 had better predictive value than a single indicator(P<0.05).Conclusion Previous heart disease,cerebrovascular disease,early combination of bloodstream infection,high levels of IL-6,white blood cell count,and low lymphocyte levels at admission were independent risk factors that helped to predict the severity of COVID-19 infection early.The combined detection of WBC,LYM and IL-6 has certain predictive value for the development of severe and critical COVID-19.
6.Research progress on the mechanism of two-component systems in regulating carbapenem resistance of Klebsiella pneumonia
Zhaoyan CHEN ; Zhidan QIN ; Liangyan JIANG ; Zhanhong TANG
Chinese Critical Care Medicine 2021;33(6):761-764
Carbapenem-resistant Klebsiella pneumoniae (CRKP) leads to high mortality of infected patients. How to deal with CRKP is an urgent problem in clinical practice, and it is imperative to carry out researchon carbapenem resistance mechanism of CRKP. The two-component systems (TCSs) areassociated with the development of drug resistance in a variety of bacteria, and TCSs were expected to be important therapeutic targets for CRKP. Therefore, this article reviewed the mechanisms of TCSs in the regulation of CRKP from the following several aspects: common mechanisms of carbapenem resistance of CRKP, research progress in drug resistance of TCSs, relationships between Klebsiella pneumoniae and TCSs, and so on. It may provide some research ideas for future research and the references for clinical diagnosis and treatment.
7.Impaired Parahippocampal Gyrus-Orbitofrontal Cortex Circuit Associated with Visuospatial Memory Deficit as a Potential Biomarker and Interventional Approach for Alzheimer Disease.
Lin ZHU ; Zan WANG ; Zhanhong DU ; Xinyang QI ; Hao SHU ; Duan LIU ; Fan SU ; Qing YE ; Xuemei LIU ; Zheng ZHOU ; Yongqiang TANG ; Ru SONG ; Xiaobin WANG ; Li LIN ; Shijiang LI ; Ying HAN ; Liping WANG ; Zhijun ZHANG
Neuroscience Bulletin 2020;36(8):831-844
The parahippocampal gyrus-orbitofrontal cortex (PHG-OFC) circuit in humans is homologous to the postrhinal cortex (POR)-ventral lateral orbitofrontal cortex (vlOFC) circuit in rodents. Both are associated with visuospatial malfunctions in Alzheimer's disease (AD). However, the underlying mechanisms remain to be elucidated. In this study, we explored the relationship between an impaired POR-vlOFC circuit and visuospatial memory deficits through retrograde tracing and in vivo local field potential recordings in 5XFAD mice, and investigated alterations of the PHG-OFC circuit by multi-domain magnetic resonance imaging (MRI) in patients on the AD spectrum. We demonstrated that an impaired glutamatergic POR-vlOFC circuit resulted in deficient visuospatial memory in 5XFAD mice. Moreover, MRI measurements of the PHG-OFC circuit had an accuracy of 77.33% for the classification of amnestic mild cognitive impairment converters versus non-converters. Thus, the PHG-OFC circuit explains the neuroanatomical basis of visuospatial memory deficits in AD, thereby providing a potential predictor for AD progression and a promising interventional approach for AD.
8.Clinical characteristics and epidemiological analysis of pathogenic bacteria of severe abdominal infection in surgical intensive care unit
Yiping PAN ; Juntao HU ; Jie LAI ; Bing ZHOU ; Zhang WEN ; Banghao XU ; Ya GUO ; Zhanhong TANG
Chinese Critical Care Medicine 2020;32(7):792-796
Objective:To study the clinical characteristics of patients with severe abdominal infection and the epidemiological characteristics of pathogenic bacteria in a hospital, to provide a basis for rational use of antibiotics and reduce the drug resistance rate of pathogens.Methods:A retrospective analysis was performed on 237 patients with abdominal disease as the primary disease admitted to the surgical intensive care unit (ICU) of the First Affiliated Hospital of Guangxi Medical University from January 1st, 2017 to December 31st, 2019. They were divided into two groups according to whether abdominal infection occurred or not. The clinical features of patients in both groups were analyzed, including gender, age, acute physiology and chronic health evaluation Ⅱ (APACHE Ⅱ) score, chronic underlying diseases, primary abdominal site, abdominal trauma or bleeding, multiple organ dysfunction syndrome (MODS) involving organs and surgical treatment. At the same time, the bacterial origin, bacterial distribution and antibiotics sensitivity test results of patients with abdominal infection were recorded.Results:Abdominal infection occurred in 141 of the 237 patients and did not occur in the remaining 96 patients. There were no statistically significant differences between the abdominal infection group and the non-abdominal infection group in terms of gender, age, chronic underlying diseases, etiology and trauma. The APACHE Ⅱ score in the abdominal infection group was obviously higher than that of the non-abdominal infection group (24.0±8.1 vs. 17.1±5.8, P < 0.01). Incidences of abdominal bleeding, MODS involving four or more organs, surgery and the times of surgery ≥ 3 in the abdominal infection group were significantly higher than those in the non-abdominal infection group (36.2% vs. 17.7%, 20.6% vs. 1.0%, 84.4% vs. 21.9%, 9.3% vs. 0%, all P < 0.05). Among the 141 patients with abdominal infection, 107 obtained positive microbial culture results, and a total of 133 pathogenic strains were detected, including 115 strains of bacteria (86.5%) and 18 strains of fungi (13.5%). The main source of bacteria was abdominal drainage (46.1% of non-bloody specimens and 13.9% of bloody specimens). Among the 115 bacteria, Gram-negative (G -) bacteria were the most common (72.2%) and Gram-positive (G +) bacteria accounted for 27.8%. Escherichia coli and Acinetobacter baumannii were the top two G - bacteria (40.9% and 13.9%, respectively), and enterococcus faecalis accounted for the largest proportion of G + bacteria (7.8%). The pathogenic bacteria of abdominal infection were sensitive to tigacycline. Conclusions:The patients with abdominal infection in our hospital had high APACHE Ⅱ score, more organs failure and were easily complicated with intraperitoneal hemorrhage and required surgical intervention and even repeated surgery. The pathogenic bacteria in patients with abdominal infection in ICU were mainly G - bacteria, and the rate of multi-drug resistance of Acinetobacter baumannii was high. Empirical anti-infective treatment should be started as soon as possible according to the microbial spectrum of the region until the pathogenic bacteria results are obtained. Broad-spectrum antimicrobial therapy and combined antimicrobial therapy are recommended for the healthcare acquired abdominal infection in hospital.
9. Mild hypothermia can delay the occurrence of post-stroke infection: a propensity score matched-cohort study
Nanjun ZHOU ; Jie LAI ; Liangyan JIANG ; Juntao HU ; Yiping PAN ; Zhanhong TANG
Chinese Critical Care Medicine 2019;31(12):1435-1439
Objective:
To evaluate the effect of mild hypothermia on the incidence of post-stroke infection and explore the relationship between mild hypothermia and outcome of stroke patients by using propensity score matching.
Methods:
Patients hospitalized in department of intensive care unit (ICU), neurology and neurosurgery in the First Affiliated Hospital of Guangxi Medical University due to stroke from March 2012 to April 2018 were retrospectively analyzed. According to whether or not mild hypothermia was provided, they were divided into the normal thermic group (NT group) and mild hypothermia treatment group (MHT group). The MHT group patients were matched with the NT group patients by the propensity score matching method at a ratio of 1∶1. The observation period was within the first 7 days after admission. Baseline characteristics including age, gender, type of stroke, comorbidities, acute physiology and chronic health evaluation Ⅱ(APACHEⅡ) score and Glasgow coma score (GCS) on admission, surgical operation, dysphagia, invasive procedures and outcomes of these patients had been analyzed. The primary outcome was incidence of post-stroke infection, and the secondary outcomes included the time of initial infection (TII, the duration from stroke to initial infection), hospital mortality, sequential organ failure assessment (SOFA) at discharge, incidence of complications such as arrhythmia, coagulation dysfunction and multiple organ dysfunction syndrome (MODS).
Results:
201 stroke patients were enrolled, 41.8% (84/201) of whom underwent mild hypothermia. Comparison with NT group before matching, there were more males in MHT group (71.4% vs. 56.4%), the proportion of surgical operation, mechanical ventilation, deep vein catheterization and gastric catheterization were higher (78.6% vs. 54.7%, 84.5% vs. 39.3%, 90.5% vs. 37.6%, 98.8% vs. 70.9%), and so as incidence of infection (90.5% vs. 72.6%), in-hospital mortality (27.4% vs. 12.8%) and TII [hours: 62.00 (35.25, 93.00) vs. 42.00 (28.50, 69.50)]. All the differences were statistically significant (all
10.Mild hypothermia can delay the occurrence of post-stroke infection: a propensity score matched-cohort study.
Nanjun ZHOU ; Jie LAI ; Liangyan JIANG ; Juntao HU ; Yiping PAN ; Zhanhong TANG
Chinese Critical Care Medicine 2019;31(12):1435-1439
OBJECTIVE:
To evaluate the effect of mild hypothermia on the incidence of post-stroke infection and explore the relationship between mild hypothermia and outcome of stroke patients by using propensity score matching.
METHODS:
Patients hospitalized in department of intensive care unit (ICU), neurology and neurosurgery in the First Affiliated Hospital of Guangxi Medical University due to stroke from March 2012 to April 2018 were retrospectively analyzed. According to whether or not mild hypothermia was provided, they were divided into the normal thermic group (NT group) and mild hypothermia treatment group (MHT group). The MHT group patients were matched with the NT group patients by the propensity score matching method at a ratio of 1:1. The observation period was within the first 7 days after admission. Baseline characteristics including age, gender, type of stroke, comorbidities, acute physiology and chronic health evaluation II (APACHE II) score and Glasgow coma score (GCS) on admission, surgical operation, dysphagia, invasive procedures and outcomes of these patients had been analyzed. The primary outcome was incidence of post-stroke infection, and the secondary outcomes included the time of initial infection (TII, the duration from stroke to initial infection), hospital mortality, sequential organ failure assessment (SOFA) at discharge, incidence of complications such as arrhythmia, coagulation dysfunction and multiple organ dysfunction syndrome (MODS).
RESULTS:
201 stroke patients were enrolled, 41.8% (84/201) of whom underwent mild hypothermia. Comparison with NT group before matching, there were more males in MHT group (71.4% vs. 56.4%), the proportion of surgical operation, mechanical ventilation, deep vein catheterization and gastric catheterization were higher (78.6% vs. 54.7%, 84.5% vs. 39.3%, 90.5% vs. 37.6%, 98.8% vs. 70.9%), and so as incidence of infection (90.5% vs. 72.6%), in-hospital mortality (27.4% vs. 12.8%) and TII [hours: 62.00 (35.25, 93.00) vs. 42.00 (28.50, 69.50)]. All the differences were statistically significant (all P < 0.05). Fifty-three patients in the MHT group were matched with 53 patients in the NT group. After matching, there was no significant difference in 15 baseline characteristics between two groups. Significant differences in infection and hospital mortality between the MHT group and NT groups disappeared (92.5% vs. 88.7%, 22.6% vs. 26.4%, both P > 0.05), while TII of MHT group was longer than that of the NT group [hours: 62.00 (40.75, 92.25) vs. 40.00 (28.00, 63.00), P = 0.000]. There were no statistically significant differences in SOFA score or complications between the two groups either before or after matching.
CONCLUSIONS
Mild hypothermia had no significant effect on the incidence of post-stroke infection and hospital mortality, it could delay the occurrence of infection and provide longer duration of treatment.
China
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Cohort Studies
;
Humans
;
Hypothermia, Induced
;
Infections
;
Intensive Care Units
;
Prognosis
;
Propensity Score
;
Retrospective Studies
;
Stroke/complications*

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