1.Construction of a risk prediction model for the timing of weaning extracorporeal membrane oxygenation.
Dehua ZENG ; Xifeng LIU ; Zhibiao HE ; Aiqun ZHU
Chinese Critical Care Medicine 2025;37(9):866-870
OBJECTIVE:
To explore the timing of weaning extracorporeal membrane oxygenation (ECMO) and analyze the risk factors that affect survival outcomes before weaning.
METHODS:
A retrospective case-control study was conducted. Patients who received ECMO treatment and were weaned according to physicians' orders at the Second Xiangya Hospital of Central South University from January 2020 to June 2024 were enrolled as the study subjects. The general information, underlying diseases, indications and processes of ECMO, vital signs and arterial blood gas analysis 1 hour before weaning test, and biochemical indicators 24 hours before weaning test were collected through the hospital electronic medical record system. The primary outcome measure was the hospital mortality. The variables with P < 0.1 in univariate analysis and correlation analysis were included into binary Logistic regression analysis to identify risk factors. A nomogram model was constructed to predict the risk of weaning death in patients with ECMO, and receiver operator characteristic curve (ROC curve) and calibration curve were drawn to evaluate the model. Decision curve analysis (DCA) was used to evaluate the clinical net benefit rate of the model.
RESULTS:
A total of 32 ECMO patients were included, among whom 10 received veno-arterial ECMO (VA-ECMO) and 22 received veno-venous ECMO (VV-ECMO). During the hospitalization period, 23 patients survived, while 9 died. The time from mechanical ventilation to ECMO activation in the death group was significantly longer than that in the survival group, and the time from ECMO cessation to discharge was significantly shorter than that in the survival group. The levels of diastolic blood pressure (DBP) and albumin (Alb) before weaning were significantly lower than those in the survival group, and the level of procalcitonin (PCT) was significantly higher than that in the survival group (all P < 0.05). Spearman correlation analysis showed that DBP, PCT, Alb, and thrombin time (TT) were correlated with the weaning outcomes of ECMO patients (r values were -0.450, 0.373, -0.376, -0.346, all P < 0.1). Binary Logistic regression analysis showed that the final indicators entering the regression equation included DBP [odds ratio (OR) = 0.864, 95% confidence interval (95%CI) was 0.756-0.982], PCT (OR = 1.157, 95%CI was 0.679-1.973), and TT (OR = 0.852, 95%CI was 0.693-1.049), and a nomogram model was constructed to predict the weaning outcomes of ECMO patients. ROC curve analysis showed that the area under the curve (AUC) of the nomogram model for predicting the weaning outcome of ECMO patients was 0.831, with a sensitivity of 77.8% and a specificity of 65.2%. Its predictive value was better than that of single indicators DBP, PCT, and TT (AUC of 0.787, 0.739, and 0.722, respectively). The calibration curve showed that the prediction probability of the model was in good consistency with the actual observed results, the Hosmer-Lemeshow goodness of fit test showed that, χ 2 = 8.3521, P = 0.400, indicating that the model fits well. DCA showed that across risk threshold of 0-0.8, the net benefit rate was greater than 0, which was significantly better than that of single indicator.
CONCLUSIONS
The nomogram model constructed with DBP, PCT, and TT has certain predictive value for the weaning outcomes of ECMO patients and can be used as a screening indicator for ECMO weaning timing.
Humans
;
Extracorporeal Membrane Oxygenation
;
Retrospective Studies
;
Risk Factors
;
Case-Control Studies
;
Hospital Mortality
;
Male
;
Female
;
Nomograms
;
Logistic Models
;
ROC Curve
;
Middle Aged
;
Adult
;
Ventilator Weaning
;
Time Factors
2.Construction of a risk prediction model for the timing of extracorporeal membrane oxygenation initiation.
Dehua ZENG ; Xifeng LIU ; Zhibiao HE ; Aiqun ZHU
Chinese Critical Care Medicine 2025;37(8):762-767
OBJECTIVE:
To identify the risk factors related to the timing of patients receiving extracorporeal membrane oxygenation (ECMO) initiation and construct a risk prediction model for ECMO initiation timing.
METHODS:
Patients who received ECMO admitted to the Second Xiangya Hospital of Central South University from January 2020 to January 2024 were retrospectively collected. The case data mainly included physiological and biochemical indicators 1 hour before ECMO initiation. According to the outcome of the patients, they were divided into survival group and death group. Univariate and multivariate Logistic regression analysis were used to analyze the predictors of mortality risk in patients with ECMO, and a nomogram prediction model was constructed. The discrimination, calibration accuracy, and goodness of the model were evaluated by the receiver operator characteristic curve (ROC curve), calibration curve, and the Hosmer-Lemeshow test, respectively. Decision curve analysis (DCA) evaluated the clinical net benefit rate of the model.
RESULTS:
A total of 81 ECMO patients were included, including 59 males and 22 females; age range from 16 to 61 years old, with a median age of 56.0 (39.5, 61.5) years old; 20 patients received veno-arterial (V-A) ECMO, and 61 patients received veno-venous (V-V) ECMO; 23 patients ultimately survived and 58 patients died. Univariate analysis showed that age, blood urea nitrogen, serum creatinine, D-dimer, arterial blood carbon dioxide partial pressure, and prothrombin time of the death group were all higher than those of the survival group, while albumin was slightly lower than that of the survival group. There was a statistically significant difference in the direct cause of ECMO initiation between the two groups. Multivariate Logistic regression analysis showed that age [odds ratio (OR) = 1.069, 95% confidence interval (95%CI) was 1.015-1.125, P = 0.012], direct cause of ECMO initiation [with heart failure as the reference, return of spontaneous circulation (ROSC) after cardiopulmonary support (OR = 30.672, 95%CI was 1.265-743.638, P = 0.035), novel coronavirus infection (OR = 8.666, 95%CI was 0.818-91.761, P = 0.073), other severe pneumonia (OR = 4.997, 95%CI was 0.558-44.765, P = 0.150)], pre-ECMO serum creatinine (OR = 1.008, 95%CI was 1.000-1.016, P = 0.044), prothrombin time (OR = 1.078, 95%CI was 0.948-1.226, P = 0.252), and D-dimer (OR = 1.135, 95%CI was 1.047-1.231, P = 0.002) were entered into the final regression equation. A nomogram prediction model was developed based on these five factors. The area under the ROC curve (AUC) of the model was 0.889 (95%CI was 0.819-0.959), higher than the AUC of the sequential organ failure assessment (SOFA; AUC = 0.604, 95%CI was 0.467-0.742). The calibration curve showed good consistency between the model predictions and the observed results. The Hosmer-Lemeshow goodness-of-fit test showed that χ 2 = 4.668, P = 0.792. DCA analysis showed that when the risk threshold was 0-0.8, the net benefit rate was greater than 0, which was significantly better than that of SOFA score.
CONCLUSIONS
The risk prediction model for the timing of ECMO initiation, constructed using five factors (age, direct cause of ECMO initiation, thrombin time, serum creatinine, and D-dimer), demonstrated good discrimination and calibration. It can serve as a pre-initiation assessment tool to identify and predict post-initiation mortality risk in ECMO patients.
Humans
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Extracorporeal Membrane Oxygenation
;
Middle Aged
;
Male
;
Female
;
Retrospective Studies
;
Adult
;
Risk Factors
;
Adolescent
;
Young Adult
;
Logistic Models
;
Nomograms
;
ROC Curve
;
Time Factors
;
Risk Assessment
3.Explore the Mechanism of Steam-processed Polygonatum Sibiricum Polysaccharides in Prophylaxis and Treatment of Blood Deficiency Mice Model Based on Transcriptomics
Juan WANG ; Furong WANG ; Xin PENG ; Zhanyun SHEN ; Zhibiao ZHU ; Xiaoling FAN
Chinese Journal of Modern Applied Pharmacy 2024;41(3):324-331
OBJECTIVE
To explore the mechanism of steam-processed Polygonatum sibiricum polysaccharides(SPSP) in prophylaxis and treatment of mice with blood deficiency syndrome(BDS) by RNA sequencing(RNA-seq) technology.
METHODS
The mice were randomly divided into five groups(10 mice in each group), namely normal group, model group, SPSP groups(0.1, 0.4 g·kg−1), Danggui Buxue oral liquid(DOL) group. BDS model was induced in mice by acetylphenyl-hydrazine and cyclophosphamide. Blood routine, body weight and body temperature were tested after a consecutive administration for 14 d. The differential expressed genes(DEGs) related to anti-BDS by SPSP were screened through the transcriptome sequencing of the hepatic tissue in BDS mice. Functional annotation and enrichment analysis were performed to screen out the gene expression signaling pathways related to the treatment of SPSP on BDS mice. Quantitative polymerase chain reaction(qPCR) was used to verify the experiment.
RESULTS
Compared with the model group, SPSP(0.4 g·kg−1) could elevate the blood routine indexes such as red blood cell, white blood cell, hemoglobin, platelet, mean corpuscular hemoglobin concen-tration(P<0.01), and reverse the body weight and body temperature to normal(P<0.01 or P<0.05). The result of transcriptomic analysis showed that the underlying mechanism was mainly related to hematopoietic cell line, retinol metabolism, steroid hormone biosynthesis, platelet activation, B cell receptor signaling pathway, and leukocyte transendothelial migration, etc. The result of qPCR showed that SPSP(0.4 g·kg−1) could elevate the expression of JAK1, STAT1 and GATA1 mRNA (P<0.01 or P<0.05).
CONCLUSION
SPSP has therapeutic effects on BDS. The key DEGs in the treatment of BDS by SPSP are mainly related to the restoration of hematopoietic function, regulation of hormone and immune function. The mechanism of SPSP on treatment of BDS might be the regulation of JAK1/STAT1 signaling pathway.
4.Efficacy of transurethral plasmakinetic resection of the prostate using a small-caliber resectoscope for benign prostatic hyperplasia with mild urethral stricture.
Zhiwei ZHU ; Zhibiao QING ; Junhuan HE ; Xuecheng WU ; Wuxiong YUAN ; Yixing DUAN ; Yuanwei LI ; Mingqiang ZENG
Journal of Central South University(Medical Sciences) 2024;49(11):1751-1756
OBJECTIVES:
The conventional Fr26 resectoscope is difficult to use in patients with benign prostatic hyperplasia (BPH) complicated by urethral stricture. This study aims to evaluate the safety and efficacy of transurethral plasmakinetic resection of the prostate (PKRP) using a small-caliber (Fr18.5) plasmakinetic resectoscope combined with urethral dilation in patients with BPH and mild urethral stricture.
METHODS:
A retrospective analysis was conducted on 37 patients with BPH and mild urethral stricture treated at the Department of Urology, Hunan Provincial People's Hospital from January 2023 to December 2023. All patients underwent PKRP with a small-caliber plasmakinetic resectoscope, followed by routine placement of a Fr20 three-way Foley catheter for continuous bladder irrigation. International Prostate Symptom Score (IPSS), maximum urinary flow rate (Qmax), post-voiding residual urine volume (PVR), and Quality of Life (QOL) scores were compared before and after surgery. Perioperative indicators (intraoperative bleeding, operative time, postoperative catheterization time, and postoperative hospital stay) and complications were recorded.
RESULTS:
The median age was 69 years, and the median duration of voiding difficulty was 36 months. Median total prostate specific antigen (T-PSA) was 2.095 ng/mL, free prostate specific antigen (F-PSA) 0.561 ng/mL, and F/T ratio 0.3. Median prostate diameter was 48 mm and volume 41 mL. All 37 surgeries were completed successfully: 11 had external meatal stricture, 19 had mild anterior urethral stricture, and 7 had mild posterior urethral stricture (1 patient with a 1 cm pseudo-blind tract near the membranous urethral). Operative time was (2.4±0.7) hours, blood loss was (40±29) mL, median catheterization duration was 7 days, and median hospital stay was 7 days. No cases of postoperative urinary incontinence, recurrent hematuria, or sepsis occurred, and patients were satisfied with the surgical outcome. At 3 to 6 months follow-up, IPSS, Qmax, PVR, and QOL scores significantly improved compared to preoperative levels (all P<0.01), with no cases of urethral stricture progression or new-onset stricture.
CONCLUSIONS
PKRP using a small-caliber plasmakinetic resectoscope is safe and effective for treating BPH with mild urethral stricture. It offers advantages such as minimal trauma, rapid postoperative recovery, and a lower risk recovery, and a lower risk of aggravating urethral injury.
Humans
;
Male
;
Prostatic Hyperplasia/complications*
;
Urethral Stricture/complications*
;
Retrospective Studies
;
Aged
;
Transurethral Resection of Prostate/instrumentation*
;
Middle Aged
;
Treatment Outcome
;
Quality of Life
;
Aged, 80 and over
5.High intensity focused ultrasound for treating residual liver cancer after radiotherapy: primary clinical observation
Chengbing JIN ; Lifeng RAN ; Wei YANG ; Kun ZHOU ; Song PENG ; Hui ZHU ; Shaolin LI ; Zhibiao WANG
Chinese Journal of Ultrasonography 2011;20(1):22-25
Objective To investigate the safety and effect of high intensity focused ultrasound ablation(HIFU) on residual liver cancer in patients after radiotherapy. Methods Twenty liver cancer patients with twenty five residual tumors after three-dimensional conformal radiotherapy or stereotactic radiotherapy received HIFU ablation. Liver function and periphery blood cell counts were performed before HIFU and at 1 week after HIFU in all patients. Enhanced MRI and α-fetoprotein (AFP) level were performed before HIFU and at 2 weeks after HIFU to evaluate the effect of HIFU ablation. The survival of all patients was assessed by the Kaplan-Meier method. Results The mean follow-up time was (12.6 ± 8.0)months. The median survival time and 1-year survival rate were 22 months and 87.5% respectively. No skin burns were observed in all patients. As compared with before HIFU,there were no significant differences in the levels of albumin,alanine transarninase, aspartate transarninase, total bilirubin, direct bilirubin, blood red cell counts,blood white cell counts and blood platelet counts at 1 week after HIFU (paired t test, P =0. 156,0. 356,0. 203,0.659,0. 531,0. 519,0. 310,0. 346, respectively). Significant difference in AFP level of 9 patients with AFP>20 μg/L was observed before HIFU and 2 weeks after HIFU (paired t test, P =0.030). Among 25 residual liver tumors,sixteen with complete ablation and six with ablation volume of ≥80% were observed by enhanced MRI at 2 weeks after HIFU. Conclusions HIFU may be a safe and effective new method to ablate residual liver cancer after three-dimensional conformal radiotherapy or stereotactic radiotherapy.
6.Doppler flow imaging characteristics of blood supply of uterine fibroids on the therapeutic dosage of ultrasound ablation
Jinyun CHEN ; Wenzhi CHEN ; Li ZHU ; Liangdan TANG ; Yongbin DENG ; Yingjiang LIU ; Jianzhong ZOU ; Jin BAI ; Zhibiao WANG
Chinese Journal of Obstetrics and Gynecology 2011;46(6):403-406
Objective To explore the relationship between therapeutic dosage of ultrasound ablation in treatment of uterine fibroids and imaging characteristics of bloody supply of uterine fibroids by color Doppler ultrasound imaging. Methods One hundred and forty-two patients with 168 fibroids were treated by ultrasound ablation. Before treatment, bloody supply of fibroids were classified into grade 0 -4 by ultrasonography. Three patients lost follow-up with contrast MRI exam within 1 month after treatment, so 165 fibroids were enrolled in this study. Bloody supplies were 9 fibroids in grade 0, 34 fibroids in grade 1, 35 fibroids in grade 2, 55 fibroids in grade 3 and 32 fibroids in grade 4. After 1 month treatment, the treated area without blood supply and ratio of ablation were measured by contrast MRI to evaluate the efficacy of thermal ablation and compare status of blood supple based different therapeutic dosage. According to International Reditherapy for Society ( SIR ) standard, adverse effect and score of pain were evaluated. Results ( 1) Ratio of ablation based; ratios of ablation were 79% in grade 0, 89% in grade 1, 92% in grade 2, 86% in grade 3, 71% in grade 4. It reached statistical difference when blood supply of grade 0 compared with those of grade 2 and 3 (P < 0. 05 ) and blood supply of grade 4 compared with those of grade 1, 2, 3 ( P < 0. 05). (2) Factor of energy efficiency:factor of energy efficiency were 13.19 J/mm3 in degree 0, 9. 54 J/mm3 in degree 1, 12. 91 J/mm3 in degree 2, 17. 83 J/mm3 in degree 3 and 28. 10 J/mm in degree 4. Factor of energy of ablation in degree 4 was significantly higher than those in degree 1, 2 and 3 blood supply (P < 0. 05). It exhibit the positive relationship between blood supply and factor of energy of ablation ( r = 0. 354 ,P < 0. 01). ( 3 ) Score of pain and adverse effect: nearly 85% ( 120/142 ) patients could tolerate this treatment very well. Those scores of pain were in range of 0 to 4. All patients did not extend their hospitalization and C to F of SIR standard was not recorded. Conclusion blood supply of myoma measured by ultrasound could predict dosage of ultrasound ablation, it could help select indicated well patients.
7.The genomic sequence analysis of human astrovirus in Shanghai
Xiaogui SHANG ; Wei GUO ; Xing FENG ; Lianru YANG ; Zhibiao YANG ; Jianguo ZHU ; Li CUI ; Xiuguo HUA
Chinese Journal of Microbiology and Immunology 2010;30(1):23-26
Objective To study the genomic molecular organization and genotype of human astro-virus infected infants in Shanghai of China. Methods Based on the published genomic sequence of HAstV (GenBank), the whole genome of one isolate human astrovirus was sequenced by specific primers. The PCR-products were cloned to pMD18-T vector and sequenced, phylogenetic tree was constructed by the Neighbor-Joining method with MEGA 4 software. Results The genome of HAstV-SH is 6807 hp, contains three ORFs: ORF1a and 1b encode the non-structural protein (from 83 nt to 4372 nt), ORF2 encodes the structural protein (from 4364 nt to 6727 nt). Compared with the ORF2 gene of those eight astrovirus sero-types in GenBank, revealed that the highest homology is with genotype 1 (97%). Homology with other gen-otypes ranged between 63% and 70%. Conclusion HAstV-SH belonged to genotype 1 and closely clus-tered with a strain of Japan (AB009985).
8.Study on the efficacy and safety of ultrasound ablation in treatment of uterine fibroids
Wenzhi CHEN ; Liangdan TANG ; Wuwei YANG ; Yan ZHANG ; Jing LI ; Wenxiu XIA ; Jiemin ZHOU ; Baorang ZHU ; Chunquan ZHAO ; Hua LINGHU ; Jinyun CHEN ; Li ZHU ; Yongbin DENG ; Zhibiao WANG
Chinese Journal of Obstetrics and Gynecology 2010;45(12):909-912
Objective To investigate the safety and efficacy of ultrasound ablation in treatment of uterine fibroids. Methods Ninety-nine patients with 117 leiomyomas in total treated by Haifu JC focused ultrasound tumor therapeutic system were enrolled in prospective and non-randomized clinical trial in First Affiliated Hospital of Chongqing Medical University and Academy of Military Medical Sciences. Ultrasound ablation was performed guided by real-time ultrasonography under conscious sedation for single session. All patients were followed up at 6 months after treatment. On the day of treatment and after 1 month, patients were given by magnetic resonance imaging(MRI) exam to evaluate the effect of fibroids ablation. At 3 and 6months after treatment, the ratio of ablated area and volume reduction of fibroids more than 50% were evaluated by MRI exam again. The symptoms improvements were evaluated by uterine fibroid symptom (UFS) and complications were analyzed by guideline of society of international radiation (SIR). Results The average ablated area ratio of the target fibroid was (76 ± 24)%. The average reduction in fibroid volume determined by MRI at 3 and 6 months after treatment was (45 ± 21)% and (59 ± 26)%. Which were significantly decreased than those before treatment (P < 0. 05). At 6 months after treatment, 84. 6% (99/117) of patients showed more than 50% volume reduction, the rate of improved symptom score was 92%(66/72). All patients could resume normal daily activities at 2 hours after treatment. The adverse reactions of SIR C - D included delayed hospitalization, repeat treatment and increased level of nursing. E - F included permanent sequelae and death. In this study, no adverse reactions of C - F were recorded. Common complications (SIR A- B, only observation or simple management without sequelae) were 35% (35/99).Four cases with adverse reactions B of SIR were found, including 2 cases with skin burning of degree Ⅱ and 2 cases with febrile, they were administered by symptomatic therapy and changing dressing The other adverse reaction A of SIR included sorness of buttock, vaginal discharge, dysuria and painful urination, they were only suggested by follow-up. Conclusion It was efficacy and safe that ultrasound ablation as a single strategy were used in treatment of uterine fibroids.
9.Pathological changes of VX2 implanted breast cancer ablated with high intensity focused ultrasound in rabbits
Lingchuan NIU ; Wenbing ZOU ; Lian ZHANG ; Hui ZHU ; Like XIANG ; Zhibiao WANG
Tumor 2010;(2):105-108
Objective:To observe the pathological changes of VX2 implanted breast cancer ablated by high intensity focused ultrasound (HIFU) in rabbits. Methods:Thirty-six rabbits implanted VX2 breast carcinoma were randomly divided into treatment group (n=24) and control group (n=12) two weeks after implantation. HIFU ablation was performed in the treatment group guided by ultrasound B. The pathological changes were observed under light microscope after hematoxylin-eosin staining and then observed under electron microscope. The activity of succinate dehydrogenase (SDH) was measured. Proliferating cell nuclear antigen (PCNA) was determined by immunohistochemistry. Results:Histopathologic observation found that the morphological features and nucleus karyotypes of tumor cells had no significant changes, but vacuole-like structure appeared in cytoplasm. Typical coagulation necrosis of tumor cells were observed under electron microscope. SDH activity detection showed that tumor cells were inactivated. The expressions of PCNA was positive in control group and negative in treatment group. Conclusion:Electron microscopy, enzyme property test, and immunohistochemistry verified that VX2 implanted breast cancer cells were dead after HIFU ablation in rabbits.
10.Changes in proliferative capability of remnant breast tumor after ablation with high intensity focused ultrasound
Lingchuan NIU ; Wenbing ZOU ; Lian ZHANG ; Hui ZHU ; Like XIANG ; Zhibiao WANG
Journal of Shanghai Jiaotong University(medical Science) 2010;30(2):200-203,207
Objective To observe the changes in proliferative capability of remnant tumors implanted in rabbit breast after ablation with high intensity focused ultrasound(HIFU). Methods Rabbit implanted models were established by implanting VX_2 tumor mass into the breast of New Zealand rabbits.HIFU was applied to the tumors,and the remnant tumors were harvested by controlling temperature around probe of tumors.Fifty-six rabbits were randomly divided into control group (n=10)and HIFU group(n=40).The expression of proliferating cell nuclear antigen(PCNA)was detected by immunohistochemistry at different time points after ablation,and the survival time and organ metastasis status were observed after ablation. Results After ablation in HIFU group,the positive expression of PCNA was decreased shortly in remnant tumors,and restored to the level before ablation 21 days after treatment.The survival time in HIFU group was much longer than that in control group,and the time of lung and abdominal viscera metastasis in HIFU group appeared significantly later than that in control group(P<0.05). Conclusion Though HIFU ablation can not completely eradicate tumor after one treatment,the growth and metastasis of remnant tumors can be effectively inhibited for a short time,and HIFU ablation can prolong the survival time.


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