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.Effects of Cytokines on Early Death in Patients with Newly Diagnosed Acute Promyelocytic Leukemia.
Shi-Xiang ZHAO ; Yuan-Yuan GE ; Zeng-Zheng LI ; Hai-Ping HE ; Cheng-Min SHEN ; Ke-Qian SHI ; Tong-Hua YANG ; Yun-Yun DU
Journal of Experimental Hematology 2023;31(5):1315-1321
OBJECTIVE:
To explore the effect of cytokine levels on early death and coagulation function of patients with newly diagnosed acute promyelocytic leukemia (APL).
METHODS:
Routine examination was performed on 69 newly diagnosed APL patients at admission. Meanwhile, 4 ml fasting venous blood was extracted from the patients. And then the supernatant was taken after centrifugation. The concentrations of cytokines, lactate dehydrogenase (LDH) and ferritin were detected by using the corresponding kits.
RESULTS:
It was confirmed that cerebral hemorrhage was a major cause of early death in APL patients. Elevated LDH, decreased platelets (PLT) count and prolonged prothrombin time (PT) were high risk factors for early death (P <0.05). The increases of IL-5, IL-6, IL-10, IL-12p70 and IL-17A were closely related to the early death of newly diagnosed APL patients, and the increases of IL-5 and IL-17A also induced coagulation disorder in APL patients by prolonging PT (P <0.05). In newly diagnosed APL patients, ferritin and LDH showed a positive effect on the expression of IL-5, IL-10 and IL-17A, especially ferritin had a highly positive correlation with IL-5 (r =0.867) and IL-17A (r =0.841). Moreover, there was a certain correlation between these five high-risk cytokines, among which IL-5 and IL-17A (r =0.827), IL-6 and IL-10 (r =0.823) were highly positively correlated.
CONCLUSION
Elevated cytokine levels in newly diagnosed APL patients increase the risk of early bleeding and death. In addition to the interaction between cytokines themselves, ferritin and LDH positively affect the expression of cytokines, thus affecting the prognosis of APL patients.
Humans
;
Leukemia, Promyelocytic, Acute/diagnosis*
;
Cytokines/metabolism*
;
Interleukin-10
;
Interleukin-17/metabolism*
;
Interleukin-6/metabolism*
;
Interleukin-5/metabolism*
;
Blood Coagulation Disorders
;
Ferritins
;
Tretinoin
3.Effect of out-hospital blood pressure management on prognosis of patients with acute aortic syndrome complicated with hypertension after TEVAR.
Mei Cen LI ; Ya Song WANG ; Tie Nan ZHOU ; Quan Yu ZHANG ; Lei ZHANG ; Xiao Zeng WANG
Chinese Journal of Cardiology 2023;51(3):303-309
Objective: To investigate the influence of blood pressure control after discharge on prognosis of patients with acute aortic syndrome (AAS) complicated with hypertension who underwent thoracic endovascular aortic repair (TEVAR). Methods: This is a retrospective case analysis. Patients diagnosed with AAS complicated with hypertension and undergoing TEVAR in Northern Theater Command General Hospital from June 2002 to December 2021 were consecutively enrolled. Average systolic blood pressure (SBP) and the occurrence of endpoint events were recorded at one month, one year and every 2 years after TEVAR. According to the patients' average SBP, patients with average SBP<140 mmHg (1 mmHg=0.133 kPa) or<150 mmHg were divided into the target blood pressure achievement group, and the others were divided into target blood pressure non-achievement group. Endpoint events included all-cause death, aortic death, stroke, renal insufficiency, aortic related adverse events and a composite of these events (overall clinical adverse events), and re-accepting TEVAR. The incidence of endpoint events was compared between the two groups at each follow-up period. Results: A total of 987 patients were included, aged (55.7±11.7) years, including 779 male (78.9%). When the cutoff value was 140 mmHg, the rate of average target SBP achievement was 71.2% (703/987) at one month, 66.7% (618/927) during 1st to 12th month and 65.1% (542/832) from the first year to the third year after TEVAR. The proportion of patients taking≥2 antihypertensive agents was higher in the group of target blood pressure non-achievement group than the target blood pressure achievement group after TEVAR at 1 month (74.3% (211/284) vs.65.9% (463/703), P=0.010) and during 1st to 12th month (71.5% (221/309) vs. 63.6% (393/618), P=0.016). There were no statistical differences in the all-cause deaths, stroke, aortic related adverse events, and repeat TEVAR between the two groups (All P>0.05) during above follow-up periods. When the cutoff value was 150 mmHg, the rate of target SBP achievement was 89.3% (881/987) at one month, 85.2% (790/927) during 1st to 12th month and 85.6%(712/832) from the first year to the third year after TEVAR. The incidence of clinical total adverse events (8.8% (12/137) vs. 4.2% (33/790), P=0.021) and repeat TEVAR (4.4% (6/137) vs. 1.0% (8/790), P=0.003) in target blood pressure non-achievement group were significantly higher than the target blood pressure achievement group during 1st to 12th month after TEVAR. The incidence of all-cause deaths (5.8% (7/120) vs. 2.4% (17/712), P=0.037) in the target blood pressure non-achievement group was significantly higher than the target blood pressure achievement group from the first year to the third year follow-up period, but there were no statistical differences in the incidence of clinical total adverse events between the two group (P>0.05). Conclusion: Among TEVAR treated AAS patients complicated with hypertension, the average SBP more than 150 mmHg post discharge is associated with increased risk of adverse events. Ideal blood pressure control should be encouraged to improve the outcome of these patients.
Humans
;
Male
;
Blood Pressure
;
Acute Aortic Syndrome
;
Retrospective Studies
;
Aftercare
;
Treatment Outcome
;
Blood Vessel Prosthesis Implantation/adverse effects*
;
Aortic Dissection
;
Aortic Aneurysm, Thoracic/surgery*
;
Endovascular Procedures/adverse effects*
;
Patient Discharge
;
Hypertension
;
Prognosis
;
Stroke
;
Hospitals
4.Research Progress in Pathogenesis of Hypertension in Acute Intermittent Porphyria.
Qing-Yang LI ; Yi REN ; Jian-Hong WANG ; Jing YANG
Acta Academiae Medicinae Sinicae 2023;45(1):129-133
Acute intermittent porphyria (AIP) has complicated clinical manifestations and is often accompanied by hypertension.AIP may cause hypertension through adrenergic effect,heme deficiency,inflammation,inappropriate secretion of antidiuretic hormone,toxicity of delta-aminolevulinic acid(ALA,aporphyrin precursor),and elevated serum glucose level.The prevention and treatment strategies for AIP accompanied with hypertension mainly include the controlling of porphyria attacks,application of antihypertensive drugs,lifestyle intervention,and management of latent AIP patients.
Humans
;
Porphyria, Acute Intermittent
;
Blood Glucose
;
Hypertension/etiology*
;
Inflammation
;
Life Style
5.Research Progress of High-intensity Interval Training in Cardiac Rehabilitation of Patients with Acute Coronary Syndrome.
Lei-Juan CHI ; Hong-Jun LIU ; Chao-Jun YANG ; Xiao-Juan MIN
Acta Academiae Medicinae Sinicae 2023;45(1):149-154
Acute coronary syndrome (ACS),with increasing mortality year by year,has become a major public health problem in China.Exercise rehabilitation as an important part of the out-of-hospital rehabilitation for the patients with heart diseases can further reduce the mortality of patients on the basis of drug treatment.The available studies have proved that high-intensity interval training (HIIT) is more effective and efficient than moderate-intensity continuous training (MICT) such as walking and jogging on chronic cardiovascular diseases such as heart failure,stable coronary heart disease,and hypertension and has high security.According to the latest research,HIIT can reduce the platelet response,mitigate myocardial ischemia-reperfusion injury,and increase the exercise compliance of ACS patients more significantly than MICT.Moreover,it does not increase the risk of thrombotic adverse events or malignant arrhythmia.Therefore,HIIT is expected to become an important part of exercise prescription in out-of-hospital cardiac rehabilitation strategy for the patients with ACS.
Humans
;
Cardiac Rehabilitation
;
High-Intensity Interval Training
;
Acute Coronary Syndrome
;
Heart Failure
;
Blood Platelets
6.Machine learning model predicts the occurrence of acute kidney injury after open surgery for abdominal aortic aneurysm repair.
Chang SHENG ; Mingmei LIAO ; Haiyang ZHOU ; Pu YANG
Journal of Central South University(Medical Sciences) 2023;48(2):213-220
OBJECTIVES:
Abdominal aortic aneurysm is a pathological condition in which the abdominal aorta is dilated beyond 3.0 cm. The surgical options include open surgical repair (OSR) and endovascular aneurysm repair (EVAR). Prediction of acute kidney injury (AKI) after OSR is helpful for decision-making during the postoperative phase. To find a more efficient method for making a prediction, this study aims to perform tests on the efficacy of different machine learning models.
METHODS:
Perioperative data of 80 OSR patients were retrospectively collected from January 2009 to December 2021 at Xiangya Hospital, Central South University. The vascular surgeon performed the surgical operation. Four commonly used machine learning classification models (logistic regression, linear kernel support vector machine, Gaussian kernel support vector machine, and random forest) were chosen to predict AKI. The efficacy of the models was validated by five-fold cross-validation.
RESULTS:
AKI was identified in 33 patients. Five-fold cross-validation showed that among the 4 classification models, random forest was the most precise model for predicting AKI, with an area under the curve of 0.90±0.12.
CONCLUSIONS
Machine learning models can precisely predict AKI during early stages after surgery, which allows vascular surgeons to address complications earlier and may help improve the clinical outcomes of OSR.
Humans
;
Aortic Aneurysm, Abdominal/complications*
;
Endovascular Procedures/methods*
;
Retrospective Studies
;
Blood Vessel Prosthesis Implantation/adverse effects*
;
Acute Kidney Injury/etiology*
;
Machine Learning
;
Treatment Outcome
;
Postoperative Complications/etiology*
;
Risk Factors
7.A new form of familial platelet disorder caused by germline mutations in RUNX1 in a pedigree.
Jun GUAN ; Lan Lan WANG ; Chun Yan WANG ; Xian Min ZHU ; Hua Zhou SHUAI ; Xue YI ; Liang ZOU ; Dan YU ; Hui CHENG
Chinese Journal of Internal Medicine 2023;62(4):393-400
Objective: To investigate the clinical and biological characteristics of familial platelet disorder (FPD) with germline Runt-related transcription factor (RUNX) 1 mutations. Methods: Patients diagnosed with myelodysplastic syndrome (MDS) or acute myeloid leukemia (AML) with RUNX1 mutations from February 2016 to December 2021 in Wuhan No.1 Hospital underwent pedigree analysis and were screened for gene mutations (somatic and germline). Patients diagnosed with FPD with germline RUNX1 mutations were enrolled and evaluated in terms of clinical characteristics and biological evolution. Bioinformatics analysis was used to assess the pathogenicity of mutations and to analyze the effect of mutated genes on the function of the corresponding protein. Results: Germline RUNX1 mutations were detected in three out of 34 patients suffering from MDS/AML who had RUNX1 mutations. A pedigree of FPD with RUNX1 (RUNX1-FPD) c.562A>C and RUNX1 c.1415T>C mutations was diagnosed, and the mutations were of patrilineal origin. Bioinformatics analysis indicated that the locus at positions 188 and 472 in the AML-1G type of RUNX1 was highly conserved across different species, and that variations might influence functions of the proteins. The mutations were evaluated to be highly pathogenic. Of the nine cases with germline RUNX1 mutations: two patients died due AML progression; one case with AML survived without leukemia after transplantation of hemopoietic stem cells; four patients showed mild-to-moderate thrombocytopenia; two cases had no thrombocytopenia. During the disease course of the proband and her son, mutations in RUNX1, NRAS and/or CEBPA and KIT appeared in succession, and expression of cluster of differentiation-7 on tumor cells was enhanced gradually. None of the gene mutations correlated with the tumor were detected in the four cases not suffering from MDS/AML, and they survived until the end of follow-up. Conclusions: RUNX1-FPD was rare. The mutations c.562A>C and c.1415T>C of RUNX1 could be the disease-causing genes for the family with RUNX1-FPD, and these mutations could promote malignant transformation. Biological monitoring should be carried out regularly to aid early intervention for family members with RUNX1-FPD.
Humans
;
Female
;
Germ-Line Mutation
;
Core Binding Factor Alpha 2 Subunit/genetics*
;
Pedigree
;
Blood Platelet Disorders/complications*
;
Leukemia, Myeloid, Acute/genetics*
8.Effects of Leukapheresis on Hemostatic Function in Patients with Hyperleukocytic Leukemia.
Yu-Qing TU ; Yi FAN ; Tie-Mei SONG ; Zi-Ling ZHU ; Yu-Feng FENG ; Li-Jun DAI ; Hui-Rong CHANG ; De-Pei WU
Journal of Experimental Hematology 2022;30(2):361-366
OBJECTIVE:
To analyze and compare the effects of leukapheresis on hemostatic function in patients with hyperleukocytic leukemia.
METHODS:
A total of 139 patients with AML, ALL and CML who underwent leukapheresis from June 2009 to February 2020 and did coagulation test before and after operation were included in this study. The clearance efficiency of each group and the difference among three groups were evaluated, as well as hemostatic function including platelet counts, coagulation indicators, CDSS score and incidence of adverse events. The difference of hemostatic function caused by leukapheresis in different leukemia patients were compared.
RESULTS:
After leukapheresis, the WBC counts were decreased significantly in the three groups of patients (P<0.001), and the clearance efficiency was highest in ALL patients. However, the platelet counts also were decreased significantly (AML:P<0.001, ALL: P<0.001, CML: P<0.01) in the three groups of patients, particularly for acute leukemia patients with a positive correlation with WBC clearance efficiency(r=0.284). After leukapheresis, fibrinogen decreased, PT and APTT prolonged. For acute leukemia patients, higher CDSS score was related to an elevated incidence of bleeding events (P<0.05).
CONCLUSION
Leukapheresis is an effective method to decrease the leukemic burden, but it is necessary to monitor the impact on hemostatic function. It is recommended to assess the CDSS socre for acute leukemia patients, in order to identify the predictive value for bleedings.
Acute Disease
;
Blood Coagulation
;
Blood Coagulation Tests
;
Hemorrhage
;
Hemostatics
;
Humans
;
Leukapheresis/methods*
;
Leukemia, Myeloid, Acute/therapy*
9.Influence of Serum TGF-β1 and EGFR Levels on the Therapeutic Effect of High-Dose AraC in Patients with Acute Myeloid Leukemia Based on the Decision Curve.
Jiang-Zhao ZHANG ; Min LIU ; Zhi-Ping HUANG
Journal of Experimental Hematology 2022;30(2):407-412
OBJECTIVE:
To analyze the influence of serum levels of transforming growth factor-β1 (TGF-β1) and epidermal growth factor receptor (EGFR) on the therapeutic effect of high-dose cytarabine (HD-AraC) in patients with acute myeloid leukemia (AML).
METHODS:
98 patients with AML treated in our hospital from January 2019 to June 2020 were selected as the research subjects, all patients were treated with HD-AraC for 1 course of treatment every week. The effect of 2 groups were evaluated during after one course of treatment and divided into effective group and ineffective group, statistical table of baseline data was designed, the baseline data of 2 groups were counted in detail, the baseline data and serum levels of TGF-β1 and EGFR of 2 groups were compared, Logistic regression analysis was used to examine the relationship between the levels of serum TGF-β1, EGFR and the therapeutic effect of HD-AraC in patients with AML, the value of serum TGF-β1 and EGFR levels in predicting the therapeutic effect of HD-AraC in AML patients was analyzed based on ROC curve and decision curve.
RESULTS:
After 1 course of treatment, among the 98 patients, 26 cases had complete remission, 38 cases had partially remission and 34 cases no remission, the total effective rate was 65.31% (64/98); after comparing data of 2 groups, Logistic regression analysis showed that the overexpression of serum EGFR before treatment might be a risk factor for the ineffective treatment of HD-AraC in AML patients (OR>1, P<0.05), overexpression of serum TGF-β1 before treatment might be a protective factor for the ineffective treatment of HD-AraC in AML patients (OR<1, P<0.05); the ROC curve results showed that the AUC of serum EGFR and TGF-β1 before treatment in predicting the risk of ineffective HD-AraC treatment in AML patients were >0.70, which had certain predictive value. The decision curve results showed that in the threshold range of 0.15-044, the prediction model combined with serum EGFR and TGF-β1 levels in predicting the net benefit rate of HD-AraC treatment in AML patients was better than that of serum EGFR or serum TGF-β1 alone.
CONCLUSION
The levels of serum TGF-β1 and EGFR affect the therapeutic effect of HD-AraC in patients with AML and increase the risk of ineffective treatment, serum TGF-β1 and EGFR can be used to predict the risk of ineffective HD-AraC treatment in AML patients, and the combined prediction of net benefit rate is higher.
Cytarabine/therapeutic use*
;
ErbB Receptors/blood*
;
Humans
;
Leukemia, Myeloid, Acute/drug therapy*
;
Remission Induction
;
Transforming Growth Factor beta1/blood*

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