1.Association between blood glucose-to-lymphocyte ratio and prognosis of patients with sepsis-associated acute kidney injury.
Lihua ZHANG ; Fen LIU ; Qi LI ; Yang LI ; Qiang SHAO ; Wenqiang TAO ; Ping HU ; Kejian QIAN ; Yuanhua LU
Chinese Critical Care Medicine 2023;35(12):1262-1267
OBJECTIVE:
To investigate the association between the glucose-to-lymphocyte ratio (GLR) and prognosis of patients with sepsis-associated acute kidney injury (SA-AKI).
METHODS:
Based on the Medical Information Mart for Intensive Care-IV (MIMIC-IV), SA-AKI patients aged ≥ 18 years were selected. According to the tertiles of GLR, the patients were divided into GLR1 group (GLR ≤ 4.97×10-9 mmol), GLR2 group (4.97×10-9 mmol < GLR < 9.75×10-9 mmol) and GLR3 group (GLR ≥ 9.75×10-9 mmol). Patients with SA-AKI were divided into survival group and death group according to whether they survived 28 days after admission. The patient's gender, age, vital signs, laboratory test results, comorbidities, sequential organ failure assessment (SOFA), acute physiology score III (APS III) score and treatment measures were extracted from the database. Kaplan-Meier survival analysis was used to make the survival curves of patients with SA-AKI at 28 days, 90 days, 180 days and 1 year. Multivariate Logistic regression analysis model was used to explore the independent risk factors of 28-day mortality in patients with SA-AKI. Receiver operator characteristic curve (ROC curve) was used to analyze the predictive efficacy of GLR for the prognosis of patients with SA-AKI.
RESULTS:
A total of 1 524 patients with SA-AKI were included, with a median age of 68.28 (58.96, 77.24) years old, including 612 females (40.16%) and 912 males (59.84%). There were 507 patients in the GLR1 group, 509 patients in the GLR2 group and 508 patients in the GLR3 group. There were 1 181 patients in the 28-day survival group and 343 patients in the death group. Grouping according to GLR tertiles showed that with the increase of GLR, the 28-day, 90-day, 180-day and 1-year mortality of SA-AKI patients gradually increased (28-day mortality were 11.64%, 22.00%, 33.86%, respectively; 90-day mortality were 15.98%, 26.72%, 40.55%, respectively; 180-day mortality were 17.16%, 28.29% and 41.73%, and the 1-year mortality were 17.95%, 29.27% and 42.72%, respectively, all P < 0.01). According to 28-day survival status, the GLR of the death group was significantly higher than that of the survival group [×10-9 mmol: 9.81 (5.75, 20.01) vs. 6.44 (3.64, 10.78), P < 0.01]. Multivariate Logistic regression analysis showed that GLR was an independent risk factor for 28-day mortality in patients with SA-AKI [when GLR was used as a continuous variable: odds ratio (OR) = 1.065, 95% confidence interval (95%CI) was 1.045-1.085, P < 0.001; when GLR was used as a categorical variable, compared with GLR1 group: GLR2 group OR = 1.782, 95%CI was 1.200-2.647, P = 0.004; GLR3 group OR = 2.727, 95%CI was 1.857-4.005, P < 0.001]. ROC curve analysis showed that the area under the ROC curve (AUC) of GLR for predicting 28-day mortality in patients with SA-AKI was 0.674, when the optimal cut-off value was 8.769×10-9 mmol, the sensitivity was 57.1% and the specificity was 67.1%. The predictive performance was improved when GLR was combined with APS III score and SOFA score, and the AUC was 0.806, the sensitivity was 74.6% and the specificity was 71.4%.
CONCLUSIONS
GLR is an independent risk factor of 28-day mortality in patients with SA-AKI, and high GLR is associated with poor prognosis in patients with SA-AKI.
Male
;
Female
;
Humans
;
Blood Glucose
;
Glucose
;
ROC Curve
;
Prognosis
;
Sepsis/diagnosis*
;
Acute Kidney Injury
;
Retrospective Studies
;
Intensive Care Units
2.Correlation between blood pressure indexes and prognosis in sepsis patients: a cohort study based on MIMIC-III database.
Xiaobin LIU ; Yu ZHAO ; Yingyi QIN ; Qimin MA ; Yusong WANG ; Zuquan WENG ; Feng ZHU
Chinese Critical Care Medicine 2023;35(6):578-585
OBJECTIVE:
To investigate the correlation between early-stage blood pressure indexes and prognosis in sepsis patients.
METHODS:
A retrospective cohort study was conducted on the medical records of patients diagnosed with sepsis from 2001 to 2012 in the Medical Information Mart for Intensive Care-III (MIMIC-III) database. Patients were divided into survival group and death group according to the 28-day prognosis. General data of patients and heart rate (HR) and blood pressure at admission to ICU and within 24 hours after admission were collected. The blood pressure indexes including the maximum, median and mean value of systolic index, diastolic index and mean arterial pressure (MAP) index were calculated. The data were randomly divided into training set and validation set (4 : 1). Univariate Logistic regression analysis was used to screen covariates, and multivariate Logistic stepwise regression models were further developed. Model 1 (including HR, blood pressure, and blood pressure index related variables with P < 0.1 and other variables with P < 0.05) and Model 2 (including HR, blood pressure, and blood pressure index related variables with P < 0.1) were developed respectively. The receiver operator characteristic curve (ROC curve), precision recall curve (PRC) and decision curve analysis (DCA) curve were used to evaluate the quality of the two models, and the influencing factors of the prognosis of sepsis patients were analyzed. Finally, nomogram model was developed according to the better model and effectiveness of it was evaluated.
RESULTS:
A total of 11 559 sepsis patients were included in the study, with 10 012 patients in the survival group and 1 547 patients in the death group. There were significant differences in age, survival time, Elixhauser comorbidity score and other 46 variables between the two groups (all P < 0.05). Thirty-seven variables were preliminarily screened by univariate Logistic regression analysis. After multivariate Logistic stepwise regression model screening, among the indicators related to HR, blood pressure and blood pressure index, the HR at admission to ICU [odds ratio (OR) = 0.992, 95% confidence interval (95%CI) was 0.988-0.997] and the maximum HR (OR = 1.006, 95%CI was 1.001-1.011), maximum MAP index (OR = 1.620, 95%CI was 1.244-2.126), mean diastolic index (OR = 0.283, 95%CI was 0.091-0.856), median systolic index (OR = 2.149, 95%CI was 0.805-4.461), median diastolic index (OR = 3.986, 95%CI was 1.376-11.758) were selected (all P < 0.1). There were 14 other variables with P < 0.05, including age, Elixhauser comorbidity score, continuous renal replacement therapy (CRRT), use of ventilator, sedation and analgesia, norepinephrine, norepinephrine, highest serum creatinine (SCr), maximum blood urea nitrogen (BUN), highest prothrombin time (PT), highest activated partial thromboplastin time (APTT), lowest platelet count (PLT), highest white blood cell count (WBC), minimum hemoglobin (Hb). The ROC curve showed that the area under the curve (AUC) of Model 1 and Model 2 were 0.769 and 0.637, respectively, indicating that model 1 had higher prediction accuracy. The PRC curve showed that the AUC of Model 1 and Model 2 were 0.381 and 0.240, respectively, indicating that Model 1 had a better effect. The DCA curve showed that when the threshold was 0-0.8 (the probability of death was 0-80%), the net benefit rate of Model 1 was higher than that of Model 2. The calibration curve showed that the prediction effect of the nomogram model developed according to Model 1 was in good agreement with the actual outcome. The Bootstrap verification results showed that the nomogram model was consistent with the above results and had good prediction effects.
CONCLUSIONS
The nomogram model constructed has good prediction effects on the 28-day prognosis in sepsis patients, and the blood pressure indexes are important predictors in the model.
Humans
;
Cohort Studies
;
Retrospective Studies
;
Blood Pressure
;
Intensive Care Units
;
ROC Curve
;
Sepsis/diagnosis*
;
Prognosis
;
Critical Care
;
Norepinephrine
3.Application and Prospect of Nanopore Sequencing Technology in Etiological Diagnosis of Blood Stream Infection.
Wei GUO ; Shuai-Hua FAN ; Peng-Cheng DU ; Jun GUO
Acta Academiae Medicinae Sinicae 2023;45(2):317-321
Blood stream infection (BSI),a blood-borne disease caused by microorganisms such as bacteria,fungi,and viruses,can lead to bacteremia,sepsis,and infectious shock,posing a serious threat to human life and health.Identifying the pathogen is central to the precise treatment of BSI.Traditional blood culture is the gold standard for pathogen identification,while it has limitations in clinical practice due to the long time consumption,production of false negative results,etc.Nanopore sequencing,as a new generation of sequencing technology,can rapidly detect pathogens,drug resistance genes,and virulence genes for the optimization of clinical treatment.This paper reviews the current status of nanopore sequencing technology in the diagnosis of BSI.
Humans
;
Nanopore Sequencing
;
Sepsis/diagnosis*
;
Bacteremia/microbiology*
;
Bacteria
;
Blood Culture/methods*
4.Value of heparin-binding protein in the diagnosis of severe infection in children: a prospective study.
Jun-Chao DENG ; Fang-Li ZHAO ; Li-Na QIAO
Chinese Journal of Contemporary Pediatrics 2022;24(1):85-89
OBJECTIVES:
To study the value of heparin-binding protein (HBP) in the diagnosis of severe infection in children.
METHODS:
This study was a prospective observational study. The medical data of children who were admitted to the pediatric intensive care unit due to infection from January 2019 to January 2020 were collected. According to the diagnostic criteria for severe sepsis and sepsis, the children were divided into a severe sepsis group with 49 children, a sepsis group with 82 children, and a non-severe infection group with 33 children. The three groups were compared in terms of related biomarkers such as plasma HBP, serum C-reactive protein, serum procalcitonin, and platelet count. The receiver operating characteristic (ROC) curve was plotted to investigate the value of plasma HBP level in the diagnosis of severe infection (including severe sepsis and sepsis).
RESULTS:
The severe sepsis and sepsis groups had a significantly higher plasma HBP level on admission than the non-severe infection group (P<0.05). Compared with the sepsis and non-severe groups, the severe sepsis group had significantly higher serum levels of C-reactive protein and procalcitonin and a significantly lower platelet count (P<0.05). Plasma HBP level had an area under the ROC curve of 0.590 in determining severe infection, with a sensitivity of 38.0% and a specificity of 82.4% (P<0.05).
CONCLUSIONS
There is an increase in plasma HBP level in children with severe infection, and plasma HBP level has a lower sensitivity but a higher specificity in the diagnosis of severe infection and can thus be used as one of the markers for the judgment of severe infection in children.
Antimicrobial Cationic Peptides
;
Biomarkers
;
Blood Proteins
;
C-Reactive Protein/analysis*
;
Child
;
Humans
;
Procalcitonin
;
Prospective Studies
;
ROC Curve
;
Sepsis/diagnosis*
5.Association of inflammatory indices with the severity of urinary sepsis: analysis of 70 cases.
Leming TAN ; Cheng YANG ; Xukai YANG ; Yangmin WANG ; Gaoping CAI ; Zhigang CAO ; Chuang HUANG ; Dongbo XU
Journal of Southern Medical University 2019;39(1):93-99
OBJECTIVE:
To analyze the association of the clinical inflammatory indices with the severity of urinary sepsis.
METHODS:
We reviewed the clinical data of 70 patients with urinary sepsis treated in our hospital between January, 2013 and April, 2018. All the patients were diagnosed in line with the Guidelines for Diagnosis and Treatment of Urological Diseases in China (2014 edition), including 22 patients with sepsis, 12 with hypotension and severe sepsis, 17 with septic shock, and 19 with critical septic shock. White blood cell count (WBC), neutrophil percentage (N%), platelets (PLT), fibrinogen (FIB), Ddimer, interleukin-6 (IL-6), procalcitonin (PCT) and C-reactive protein (CRP) were examined in all the cases and compared among the 4 groups. The correlations of these inflammatory markers with the severity of sepsis were analyzed using logistic regression analysis.
RESULTS:
The 4 groups of patients showed significant differences in N%, PLT, D-dimer, and PCT ( < 0.05) but not in CRP (>0.05). Kruskal-Wallis Pairwise comparisons showed that the N% and PCT in patients with sepsis differed significantly from those in the other 3 groups; platelets in patients with sepsis differed significantly from those in patients with septic shock and critical septic shock; D-dimer differed significantly between patients with sepsis and those with septic shock. Among the 4 groups, the median levels of PLT decreased and PCT and N% increased with the worsening of sepsis. Logistic regression analysis indicated that PCT (=0.186, =0.000), N% (=0.047, =0.035) and PLT (=-0.012, =0.003) were significantly correlated with the severity of sepsis in these patients.
CONCLUSIONS
PCT, PLT and N% are all significantly correlated with the severity of sepsis, and their combined detection can be informative for assessing the severity of sepsis to facilitate clinical decisions on treatment.
Biomarkers
;
blood
;
C-Reactive Protein
;
analysis
;
China
;
Fibrin Fibrinogen Degradation Products
;
analysis
;
Fibrinogen
;
analysis
;
Humans
;
Interleukin-6
;
blood
;
Leukocyte Count
;
Platelet Count
;
Procalcitonin
;
blood
;
Sepsis
;
blood
;
diagnosis
;
Severity of Illness Index
;
Shock, Septic
;
blood
;
diagnosis
;
Statistics, Nonparametric
;
Urinary Tract Infections
;
diagnosis
6.Expression level of glial fibrillary acidic protein and its clinical significance in patients with sepsis-associated encephalopathy.
Shanshan YAN ; Min GAO ; Huan CHEN ; Xin JIN ; Mingshi YANG
Journal of Central South University(Medical Sciences) 2019;44(10):1137-1142
To determine expression levels of glial fibrillary acidic protein in patients of sepsis-associated encephalopathy (SAE) and its clinical significance.
Methods: Patients, admitted to intensive care units and diagnosed as sepsis, were recruited to our study from October 2016 to August 2018 in the Third Xiangya Hospital, Central South University. SAE is defined as a brain dysfunction secondary to sepsis and without evidence of a primary central nervous system infection or encephalopathy due to other reasons. The SAE group and non-SAE group were classed by Confusion Assessment Method for the ICU (CAM-ICU) score. We measured the levels of serum GFAP, S100β and neuron-specific enolase (NSE) within 24 hours after diagnosis of sepsis, and compared the patients' general clinical data, ICU stay time, 28-day and 180-day mortality.
Results: Among 152 enrolled patients, 58 and 94 were assigned to the SAE group and the non-SAE group, respectively. There were a significantly higher Sequential Organ Failure Assessment (SOFA) scores, 28-day mortality rate, as well as 180-day mortality rate in the SAE group (all P<0.001). The levels of GFAP, NSE and S100β in the SAE group were significantly higher than those in the non-SAE group (all P<0.001). The diagnostic values of GFAP was 0.67 μg/L, with sensitivity at 75.9% and specificity at 77.7%. Area under the receiver operating characteristic curve (AUROC) of GFAP, NSE and S100β were 0.803, 0.795 and 0.750, respectively. Pearson analysis showed that serum GFAP level was positively correlated with Acute Physiology and Chronic Health Evaluation II (APACHE II) score, but it was negatively correlated with Glasgow Coma Scale (GCS) score, 28-day survival rate and 180-day survival rate.
Conclusion: The level of serum GFAP is significantly increased in SAE, which shows certain correlation with incidence, severity and prognosis of the disease.
APACHE
;
Glial Fibrillary Acidic Protein
;
blood
;
Humans
;
Intensive Care Units
;
Organ Dysfunction Scores
;
Prognosis
;
ROC Curve
;
Sepsis
;
Sepsis-Associated Encephalopathy
;
diagnosis
7.Predictive value of red blood cell distribution width for acute kidney injury in children with sepsis.
Lin ZHANG ; Kuan-Peng GUO ; Yi MO ; Su-Wu YI ; Cai-Zhi HUANG ; Cai-Xia LONG ; Li-Ya MO
Chinese Journal of Contemporary Pediatrics 2018;20(7):559-562
OBJECTIVETo study the clinical value of red blood cell distribution width (RDW) in the early prediction of acute kidney injury (AKI) in children with sepsis.
METHODSA total of 126 children with sepsis were divided into an AKI group (n=66) and a non-AKI group (n=60) according to the presence or absence of AKI. These patients were also classified into high-RDW and low-RDW groups according to the mean RDW. The groups were compared in terms of age, male-to-female ratio, body mass index (BMI), Acute Physiology and Chronic Health Evaluation II (APACHE II) score, Sequential Organ Failure Assessment (SOFA) score, serum blood urea nitrogen (BUN), creatinine (Cr), uric acid (UA), serum C-reactive protein (CRP), and routine blood test results. Independent factors associated with RDW were analyzed by multiple linear regression.
RESULTSAge, male-to-female ratio, BMI, CRP, SOFA score, and APACHE II score did not differ significantly between the AKI and non-AKI groups (P>0.05), but the AKI group had significantly higher BUN, Cr, UA, and RDW levels than the non-AKI group (P<0.05). Age, male-to-female ratio, and BMI did not differ significantly between the high-RDW and low-RDW groups (P>0.05), but the high-RDW group had significantly higher BUN, Cr, UA, CRP, SOFA score, APACHE II score, Hb, and mean corpuscular volume (MCV) than the low-RDW group (P<0.05). The multiple linear regression analysis showed that age, sex, APACHE II score, Cr, Hb, and MCV were independent factors associated with RDW.
CONCLUSIONSRDW has a certain clinical value in the early prediction of AKI in children with sepsis.
APACHE ; Acute Kidney Injury ; blood ; diagnosis ; Adolescent ; Child ; Child, Preschool ; Creatinine ; blood ; Erythrocyte Indices ; Erythrocytes ; cytology ; Female ; Humans ; Infant ; Male ; Retrospective Studies ; Sepsis ; blood ; diagnosis
8.Primary Myelofibrosis with MPL S505N Mutation: The First Case Reported in Korea.
Ung Jun KIM ; Ho Jong LEE ; In Sun CHOI ; Seong Ho KANG ; Sook Jin JANG ; Dae Soo MOON ; Geon PARK
Laboratory Medicine Online 2018;8(4):167-170
MPL mutation is an important molecular marker in myeloproliferative neoplasms (MPN). Although MPL W515 is a hot spot for missense mutations in MPN, MPL S505 mutations have been reported in both familial and non-familial MPN. A 72-year-old male visited the hospital, complaining mainly of dizziness and epistaxis. Leukocytosis, anemia, thrombocytopenia, tear drop cells, nucleated RBCs, and myeloblasts were observed in both complete blood cell counts and peripheral blood smears. Bone marrow aspiration failed due to dilution with peripheral blood. BM biopsy indicated hypercellular marrow, megakaryocytic proliferation with atypia, and grade 3 reticulin fibrosis. Conventional cytogenetics results were as follows: 46,XY,del(13)(q12q22)[19]/46,XY[1]. Molecular studies did not detect JAK2 V617F, BCR/ABL translocation, JAK2 exon 12, and CALR exon 9 mutations. The MPL S505N mutation was verified by colony PCR and Sanger sequencing following gene cloning. Based on the above findings, a diagnosis of overt primary myelofibrosis (PMF) was indicated. Mutation studies of buccal and T cells were not conducted. Further, family members were not subjected to mutation studies. Therefore, we were unable to determine whether this mutation was familial or non-familial. Six months after the first visit to the hospital, the patient died due to pneumonia and sepsis. Thrombotic symptoms or major bleeding events did not develop during the survival period following diagnosis of PMF. To the best of our knowledge, this may be the first reported case of PMF with the MPL S505N mutation in Korea.
Aged
;
Anemia
;
Biopsy
;
Blood Cell Count
;
Bone Marrow
;
Clone Cells
;
Cloning, Organism
;
Cytogenetics
;
Diagnosis
;
Dizziness
;
Epistaxis
;
Exons
;
Fibrosis
;
Granulocyte Precursor Cells
;
Hemorrhage
;
Humans
;
Korea*
;
Leukocytosis
;
Male
;
Mutation, Missense
;
Pneumonia
;
Polymerase Chain Reaction
;
Primary Myelofibrosis*
;
Reticulin
;
Sepsis
;
T-Lymphocytes
;
Tears
;
Thrombocytopenia
9.Diagnostic and prognostic value of proadrenomedullin in neonatal sepsis.
Sameh Samir FAHMEY ; Heba MOSTAFA ; Noha Abd ELHAFEEZ ; Heba HUSSAIN
Korean Journal of Pediatrics 2018;61(5):156-159
PURPOSE: Sepsis is a major cause of neonatal morbidity and mortality. Early diagnosis is a major problem because of the lack of specific clinical signs. Therefore, a reliable diagnostic marker is needed to guide the use of antimicrobial agents. The objective of our study was to assess the value of proadrenomedullin (pro-ADM) in establishing the diagnosis and evaluating the prognosis of neonatal sepsis. METHODS: This study enrolled 60 newborn infants with sepsis proven with positive blood cultures and 30 healthy neonates. Complete blood count, C-reactive protein levels, and pro-ADM levels were obtained from all neonates. RESULTS: The pro-ADM levels were significantly higher (14.39±0.75 nmol/L) in the sepsis group than in the control group (3.12±0.23 nmol/L). The optimal cutoff value for pro-ADM was 4.3 nmol/L, with a sensitivity of 93.3% and a specificity of 86.7%. The pro-ADM levels were also higher in nonsurvivors (P=0.001). CONCLUSION: Pro-ADM can be used as a reliable biomarker for neonatal sepsis. High pro-ADM levels were associated with mortality and could be an early indicator of disease outcome.
Anti-Infective Agents
;
Blood Cell Count
;
C-Reactive Protein
;
Diagnosis
;
Early Diagnosis
;
Humans
;
Infant, Newborn
;
Mortality
;
Prognosis
;
Sensitivity and Specificity
;
Sepsis*
10.Differential protein expression in patients with urosepsis.
Xu-Kai YANG ; Nan WANG ; Cheng YANG ; Yang-Min WANG ; Tuan-Jie CHE
Chinese Journal of Traumatology 2018;21(6):316-322
PURPOSE:
Urosepsis in adults comprises approximately 25% of all sepsis cases, and is due to complicated urinary tract infections in most cases. However, its mechanism is not fully clarified. Urosepsis is a very complicated disease with no effective strategy for early diagnosis and treatment. This study aimed to identify possible target-related proteins involved in urosepsis using proteomics and establish possible networks using bioinformatics.
METHODS:
Fifty patients admitted to the Urology Unit of Lanzhou General PLA (Lanzhou, China), from October 2012 to October 2015, were enrolled in this study. The patients were further divided into shock and matched-pair non-shock groups. 2-DE technique, mass spectrometry and database search were used to detect differentially expressed proteins in serum from the two groups.
RESULTS:
Six proteins were found at higher levels in the shock group compared with non-shock individuals, including serum amyloid A-1 protein (SAA1), apolipoprotein L1 (APOL1), ceruloplasmin (CP), haptoglobin (HP), antithrombin-III (SERPINC1) and prothrombin (F2), while three proteins showed lower levels, including serotransferrin (TF), transthyretin (TTR) and alpha-2-macroglobulin (A2M).
CONCLUSION
Nine proteins were differentially expressed between uroseptic patients (non-shock groups) and severe uroseptic patients (shock groups), compared with non-shock groups, serum SAA1, APOL1,CP, HP, SERPINC1and F2 at higher levels, while TF, TTR and A2M at lower levels in shock groups.these proteins were mainly involved in platelet activation, signaling and aggregation, acute phase protein pathway, lipid homeostasis, and iron ion transport, deserve further research as potential candidates for early diagnosis and treatment. (The conclusion seems too simple and vague, please re-write it. You may focus at what proteins have been expressed and introduce more detail about its significance.).
Adult
;
Aged
;
Antithrombin III
;
Apolipoprotein L1
;
blood
;
Ceruloplasmin
;
Female
;
Haptoglobins
;
Humans
;
Male
;
Middle Aged
;
Prealbumin
;
Pregnancy-Associated alpha 2-Macroglobulins
;
Proteomics
;
Prothrombin
;
Sepsis
;
blood
;
diagnosis
;
etiology
;
genetics
;
Serum Amyloid A Protein
;
Transferrin
;
Urinary Tract Infections
;
complications

Result Analysis
Print
Save
E-mail