1.Construction and validation of an in-hospital mortality risk prediction model for patients receiving VA-ECMO:a retrospective multi-center case-control study
Yue GE ; Jianwei LI ; Hongkai LIANG ; Liusheng HOU ; Liuer ZUO ; Zhen CHEN ; Jianhai LU ; Xin ZHAO ; Jingyi LIANG ; Lan PENG ; Jingna BAO ; Jiaxin DUAN ; Li LIU ; Keqing MAO ; Zhenhua ZENG ; Hongbin HU ; Zhongqing CHEN
Journal of Southern Medical University 2024;44(3):491-498
Objective To investigate the risk factors of in-hospital mortality and establish a risk prediction model for patients receiving venoarterial extracorporeal membrane oxygenation(VA-ECMO).Methods We retrospectively collected the data of 302 patients receiving VA-ECMO in ICU of 3 hospitals in Guangdong Province between January,2015 and January,2022 using a convenience sampling method.The patients were divided into a derivation cohort(201 cases)and a validation cohort(101 cases).Univariate and multivariate logistic regression analyses were used to analyze the risk factors for in-hospital death of these patients,based on which a risk prediction model was established in the form of a nomogram.The receiver operator characteristic(ROC)curve,calibration curve and clinical decision curve were used to evaluate the discrimination ability,calibration and clinical validity of this model.Results The in-hospital mortality risk prediction model was established based the risk factors including hypertension(OR=3.694,95%CI:1.582-8.621),continuous renal replacement therapy(OR=9.661,95%CI:4.103-22.745),elevated Na2+ level(OR=1.048,95%CI:1.003-1.095)and increased hemoglobin level(OR=0.987,95%CI:0.977-0.998).In the derivation cohort,the area under the ROC curve(AUC)of this model was 0.829(95%CI:0.770-0.889),greater than those of the 4 single factors(all AUC<0.800),APACHE Ⅱ Score(AUC=0.777,95%CI:0.714-0.840)and the SOFA Score(AUC=0.721,95%CI:0.647-0.796).The results of internal validation showed that the AUC of the model was 0.774(95%CI:0.679-0.869),and the goodness of fit test showed a good fitting of this model(χ2=4.629,P>0.05).Conclusion The risk prediction model for in-hospital mortality of patients on VA-ECMO has good differentiation,calibration and clinical effectiveness and outperforms the commonly used disease severity scoring system,and thus can be used for assessing disease severity and prognostic risk level in critically ill patients.
2.Construction and validation of an in-hospital mortality risk prediction model for patients receiving VA-ECMO:a retrospective multi-center case-control study
Yue GE ; Jianwei LI ; Hongkai LIANG ; Liusheng HOU ; Liuer ZUO ; Zhen CHEN ; Jianhai LU ; Xin ZHAO ; Jingyi LIANG ; Lan PENG ; Jingna BAO ; Jiaxin DUAN ; Li LIU ; Keqing MAO ; Zhenhua ZENG ; Hongbin HU ; Zhongqing CHEN
Journal of Southern Medical University 2024;44(3):491-498
Objective To investigate the risk factors of in-hospital mortality and establish a risk prediction model for patients receiving venoarterial extracorporeal membrane oxygenation(VA-ECMO).Methods We retrospectively collected the data of 302 patients receiving VA-ECMO in ICU of 3 hospitals in Guangdong Province between January,2015 and January,2022 using a convenience sampling method.The patients were divided into a derivation cohort(201 cases)and a validation cohort(101 cases).Univariate and multivariate logistic regression analyses were used to analyze the risk factors for in-hospital death of these patients,based on which a risk prediction model was established in the form of a nomogram.The receiver operator characteristic(ROC)curve,calibration curve and clinical decision curve were used to evaluate the discrimination ability,calibration and clinical validity of this model.Results The in-hospital mortality risk prediction model was established based the risk factors including hypertension(OR=3.694,95%CI:1.582-8.621),continuous renal replacement therapy(OR=9.661,95%CI:4.103-22.745),elevated Na2+ level(OR=1.048,95%CI:1.003-1.095)and increased hemoglobin level(OR=0.987,95%CI:0.977-0.998).In the derivation cohort,the area under the ROC curve(AUC)of this model was 0.829(95%CI:0.770-0.889),greater than those of the 4 single factors(all AUC<0.800),APACHE Ⅱ Score(AUC=0.777,95%CI:0.714-0.840)and the SOFA Score(AUC=0.721,95%CI:0.647-0.796).The results of internal validation showed that the AUC of the model was 0.774(95%CI:0.679-0.869),and the goodness of fit test showed a good fitting of this model(χ2=4.629,P>0.05).Conclusion The risk prediction model for in-hospital mortality of patients on VA-ECMO has good differentiation,calibration and clinical effectiveness and outperforms the commonly used disease severity scoring system,and thus can be used for assessing disease severity and prognostic risk level in critically ill patients.
3.PRMT6 promotes tumorigenicity and cisplatin response of lung cancer through triggering 6PGD/ENO1 mediated cell metabolism.
Mingming SUN ; Leilei LI ; Yujia NIU ; Yingzhi WANG ; Qi YAN ; Fei XIE ; Yaya QIAO ; Jiaqi SONG ; Huanran SUN ; Zhen LI ; Sizhen LAI ; Hongkai CHANG ; Han ZHANG ; Jiyan WANG ; Chenxin YANG ; Huifang ZHAO ; Junzhen TAN ; Yanping LI ; Shuangping LIU ; Bin LU ; Min LIU ; Guangyao KONG ; Yujun ZHAO ; Chunze ZHANG ; Shu-Hai LIN ; Cheng LUO ; Shuai ZHANG ; Changliang SHAN
Acta Pharmaceutica Sinica B 2023;13(1):157-173
Metabolic reprogramming is a hallmark of cancer, including lung cancer. However, the exact underlying mechanism and therapeutic potential are largely unknown. Here we report that protein arginine methyltransferase 6 (PRMT6) is highly expressed in lung cancer and is required for cell metabolism, tumorigenicity, and cisplatin response of lung cancer. PRMT6 regulated the oxidative pentose phosphate pathway (PPP) flux and glycolysis pathway in human lung cancer by increasing the activity of 6-phospho-gluconate dehydrogenase (6PGD) and α-enolase (ENO1). Furthermore, PRMT6 methylated R324 of 6PGD to enhancing its activity; while methylation at R9 and R372 of ENO1 promotes formation of active ENO1 dimers and 2-phosphoglycerate (2-PG) binding to ENO1, respectively. Lastly, targeting PRMT6 blocked the oxidative PPP flux, glycolysis pathway, and tumor growth, as well as enhanced the anti-tumor effects of cisplatin in lung cancer. Together, this study demonstrates that PRMT6 acts as a post-translational modification (PTM) regulator of glucose metabolism, which leads to the pathogenesis of lung cancer. It was proven that the PRMT6-6PGD/ENO1 regulatory axis is an important determinant of carcinogenesis and may become a promising cancer therapeutic strategy.
4.Application value of intravoxel incoherent motion imaging in preoperative evaluating the perineural invasion of esophageal squamous cell carcinoma: a prospective study
Tao SONG ; Shuang LU ; Hongkai ZHANG ; Wen FENG ; Hailiang LI ; Yufeng BA ; Jinrong QU
Chinese Journal of Digestive Surgery 2022;21(8):1104-1111
Objective:To investigate the application value of intravoxel incoherent motion (IVIM) imaging in preoperative evaluating perineural invasion (PNI) of esophageal squamous cell carcinoma (ESCC).Methods:The prospective study was conducted. The clinicopathological data of 63 ESCC patients who underwent IVIM imaging before surgery in the Affiliated Cancer Hospital of Zhengzhou University & Henan Cancer Hospital from January 2016 to April 2019 were selected. Patients underwent routine magnetic resonance imaging scan and IVIM sequence examination. The apparent diffusion coefficient (ADC), true diffusion coefficient (D), pseudodiffusion coefficient (D*) and pseudodiffusion fraction (f) values were measured. Observation indicators: (1) situations of enrolled patients; (2) IVIM examination of PNI of ESCC and its diagnostic efficiency. Measurement data with normal distribution were represented as Mean± SD, and comparison between groups was analyzed using the independent sample t test. Measurement data with skewed distribution were represented as M( Q1, Q3) or M(range), and comparison between groups was analyzed using the Wilcoxon rank sum test. Count data were described as absolute numbers, and comparison between groups was analyzed using the chi-square test. The interclass correlation coefficient (ICC) was used to evaluate cosistency of results. The receiver operating characrteristic curve was used to evaluate diagnostic efficiency. Results:(1) Situations of enrolled patients. A total of 63 patients were selected for eligibility. There were 41 males and 22 females, aged 60(range, 43?74)years. Of the 63 ESCC patients, 17 cases had PNI and 46 cases had no PNI. Cases with well differentiated tumor, moderate differentiated tumor or low differentiated tumor, cases in stage T1, T2, T3, T4 of infiltra-tion depth, cases with or without lymph node metastasis were 0, 6, 11, 0, 3, 13, 1, 15, 2 in patients with PNI, versus 6, 24, 16, 1, 22, 23, 0, 12, 34 in patients without PNI, showing significant differences between them ( Z=?2.32, ?2.49, χ2=19.58, P<0.05). (2) IVIM examination of PNI of ESCC and its diagnostic efficiency. The ADC, D, D*, f values were (2.21±0.33)×10 ?3 mm 2/s, (1.46±0.31)×10 ?3 mm 2/s, 32.50 (15.55,46.75)×10 ?3 mm 2/s, (0.34±0.09)×10 ?3 mm 2/s in patients with PNI, versus (2.45±0.45)×10 ?3 mm 2/s, (1.72±0.38)×10 ?3 mm 2/s, 34.85(23.43,51.20)×10 ?3 mm 2/s, (0.42±0.13)×10 ?3 mm 2/s in patients without PNI, showing significant differences in the ADC, D and f values between them ( t=?2.03, ?2.52, ?2.34, P<0.05) and no significant difference in the D* value between them ( Z=?0.84, P>0.05). The cosistency of ADC, D, D* and f values in the 63 ESCC patients measured by 2 radiologists was good, with the ICC as 0.96, 0.92, 0.89 and 0.95. The receiver operating characrteristic curve demons-trated the best cut-off value of ADC, D and f values were 2.50×10 ?3 mm 2/s, 1.68×10 ?3 mm 2/s and 0.41, with the areas under the curve as 0.67 (95% confidence interval as 0.54?0.79), 0.70 (95% confidence interval as 0.58?0.81) and 0.69 (95% confidence interval as 0.57?0.80), respectively. The combina-tion of D and f value for diagnosing PNI of ESCC had the area under the curve as 0.74 (95% confidence interval as 0.62?0.84), with the cut-off value as 0.20, sensitivity and specificity as 94.1% and 56.5%. Conclusions:IVIM parameters D and f values can evaluate and predict the PNI of ESCC preopera-tively. The combination of D and f values can further improve the diagnostic efficiency.
5.Application of intravoxel incoherent motion in preoperative evaluation of the angiolymphatic invasion of esophageal squamous cell carcinoma
Tao SONG ; Yingshu WANG ; Lanwei GUO ; Hongkai ZHANG ; Wen FENG ; Shuang LU ; Hailiang LI ; Yufeng BA ; Jinrong QU
Chinese Journal of Radiology 2021;55(10):1065-1070
Objective:To explore the value of intravoxel incoherent motion (IVIM) DWI in preoperative prediction of angiolymphatic invasion in esophageal squamous cell carcinoma (ESCC).Methods:From April 2016 to April 2019, 63 ESCC patients who planned to undergo resection of esophageal cancer were prospectively collected at Henan Cancer Hospital.According to the postoperative pathological results, 63 patients were divided into angiolymphatic invasion group (30 cases) and no angiolymphatic invasion group (33 cases). All patients underwent IVIM sequence and routine MRI examination before operation. The ADC, true diffusion coefficient (D), pseudodiffusion coefficient (D *) and pseudodiffusion fraction (f) were measured. The differences of parameter values between ESCC with and without angiolymphatic invasion were analyzed using Student′s t test or Wilcoxon rank sum test.The logistic regression was used to analyze the significance of various parameters. For the parameters with statistical significance, the ROC curves were performed to evaluatethe diagnostic performance of parameters for identifying angiolymphatic invasion.The Z test was used to compare the area under the ROC curves(AUC) of parameters. Results:The difference of ADC, D and f values between angiolymphatic invasion group and no angiolymphatic invasion group were statistically signi?cant ( t=4.476, 5.033 and 5.712 respectively, all P<0.001). The D * values showed no statistically signi?cant di?erence ( Z=0.184, P=0.854). The logistic regression analysis showed that D (OR=9.042) and f (OR=26.221) were in correlation with angiolymphatic invasion. The ROC analyses demonstrated that the AUCs of ADC, D and f values in predicting angiolymphatic invasion of ESCC were 0.787, 0.822 and 0.853, respectively. D combined with f had highest AUC (0.917) in predicting the angiolymphatic invasion of ESCC, sensitivity and specificity were 93.3% and 75.8%. D combined with f showed better diagnostic performance than the D and the f value, and the difference were statistically significant ( Z=2.403, 2.289, P=0.016, 0.022). Conclusions:IVIM can be used as an effective functional imaging modality for preoperative evaluation and prediction of the angiolymphatic invasion of ESCC. D value combined with f value can further improve prediction performance of angiolymphatic invasion.
6.Analysis of influencing factors for transfusion inperioperative extracorporeal membrane oxygenation supported lung transplantation recipients
Qi WANG ; Wenjing WANG ; Lida CHEN ; Lulu WANG ; Ru ZHAO ; Wenhui CHEN ; Xixi LIU ; Hongkai LU
Chinese Journal of Organ Transplantation 2021;42(3):163-167
Objective:To evaluate perioperative coagulatory parameters and transfusion rates of lung transplantation recipients.Methods:Clinical data were retrospectively reviewed for 178 lung transplant recipients at China-Japan Friendship Hospital from March 2017 to July 2019. According to whether extracorporeal membrane oxygenation(ECMO)was used during perioperative period, they were divided into two groups of ECMO(131 cases)and without ECMO(47 cases). Clinical data, laboratory examinations and blood transfusion status of two groups were compared. In ECMO group, excluding secondary thoracotomy for hemostasis(7 cases)and incomplete data(2 cases), the remainders were divided into the groups of no red blood cell transfusion(63 cases), red blood cell transfusion(59 cases), plasma transfusion <1 000 ml(99 cases)and plasma transfusion≥1 000 ml (23 cases), no platelet transfusion(93 cases)and platelet transfusion(29 cases). Clinical data, laboratory examinations and ECMO-related parameters of recipients were analyzed by Bary Logistic regression.Results:Statistically significant inter-group differences existed in body mass index(BMI), disease course, primary disease, bilateral lung transplantation, laboratory examinations, postoperative blood transfusion volume, postoperative red blood cell and plasma transfusion ratio between groups with and without ECMO( P<0.05). Bilateral lung transplantation, ASA grade, differences in BMI, disease course, postoperative hemoglobin<100 g/L, postoperative PT/APTT/INR abnormalities and postoperative PLT count <100×10 9/L were independent risk factors for postoperative transfusion during ECMO. Conclusions:The application of ECMO during lung transplantation may affect the perioperative transfusion volume and demand.Fully assessing blood transfusion requirements, optimizing coagulation monitoring and identifying the independent influencing factors of postoperative blood transfusion facilitate clinical scientific and rational blood transfusions.
7.MRI dynamic enhancement in defining the upper edge of adenocarcinoma of esophagogastric junction
Xijie ZHANG ; Pengfei MA ; Xiang LI ; Jinrong QU ; Hongkai ZHANG ; Jun LU ; Junli ZHANG ; Yanghui CAO ; Chenyu LIU ; Sen LI ; Zhi LI ; Yuzhou ZHAO
Chinese Journal of General Surgery 2021;36(4):277-280
Objective:To investigate the clinical significance of MRI dynamic enhancement in defining the upper edge of adenocarcinoma of esophagogastric junction.Methods:The clinical data of 73 patients with adenocarcinoma on the esophagogastric junction operated from Jul 2018 to Aug 2019 in the Affiliated Cancer Hospital of Zhengzhou University were retrospectively analyzed. All patients underwent MRI examination within one week before surgery. First, the T 2WI, diffusion-weighted imaging and dynamic enhanced images of each patient were carefully observed to define the tumor location, size, shape, signal and enhancement mode, then the distances between the upper edge of the tumor and the cardiac incisure on MRI dynamic enhancement were measured independently, and compared with the measured distance in surgical fresh specimens. Results:The mean location of tumor upper edge measured in MRI of 73 patients was (1.75±1.98)cm, while measured in the surgical specimen was (1.72±1.97)cm. There was no significant difference between the two groups ( t=0.572, P=0.569). The intraclass correlation efficient between the two groups was excellent (ICC=0.974, 95% CI: 0.959-0.984, P<0.01). Conclusion:The measurement result of tumor upper edge in MRI is basically consistent with that of surgical specimens. MRI can be used to locate the tumor upper edge for adenocarcinoma of esophagogastric junction before operation.
8.Molecular deconvolution of the neutralizing antibodies induced by an inactivated SARS-CoV-2 virus vaccine.
Xingdong ZHOU ; Hui WANG ; Qun JI ; Mingjuan DU ; Yuexia LIANG ; Huanhuan LI ; Fan LI ; Hang SHANG ; Xiujuan ZHU ; Wei WANG ; Lichun JIANG ; Alexey V STEPANOV ; Tianyu MA ; Nanxin GONG ; Xiaodong JIA ; Alexander G GABIBOV ; Zhiyong LOU ; Yinying LU ; Yu GUO ; Hongkai ZHANG ; Xiaoming YANG
Protein & Cell 2021;12(10):818-823
9.Influence of intravenous immunoglobulin on blood compatibility testing
Hongkai LU ; Xirong HE ; Wenjing WANG ; Lida CHEN ; Fan ZHANG ; Weijie GUO ; Xixi LIU ; Yongtong CAO
Chinese Journal of Blood Transfusion 2021;34(6):610-612
【Objective】 To study the effect of intravenous immunoglobulin(IVIG) on the detection of blood transfusion compatibility in patients. 【Methods】 56 patients, submitted to our Hospital from March 1, 2017 to December 31, 2020, were enrolled as the research objects. They had negative unexpected antibody screening, major crossmatch incompatibility with the same blood type donors, and had a history of IVIG infusion. ABO and RhD blood groups typing, unexpected antibodies screening, crossmatch, direct antiglobulin test, indirect antiglobulin test, and acid elution test were all conducted by microcolumn gel method. 【Results】 After IVIG infusion, the initially major crossmatch incompatibility with the same blood type donors turned into compatiblity with O-type donors. Among them, 2 patients had transient discrepancy in ABO forward and reverse blood typing due to the IVIG infusion. IgG anti-A were detected in the red blood cell elution of 37 A-type patients; IgG anti-B in 2 B-type patients; 3 cases of IgG anti-A+ anti-B and 14 cases of solo IgG anti-A in 17 AB-type patients. 3 batches of IVIG preparations were detected randomly, IgG anti-A titer was 32-64, and IgG anti-B titer was 8-16. 【Conclusion】 The discrepancy in ABO forward and reverse blood typing and major crossmatch incompatibility with the same blood type donors may occur after non-O type patients received IVIG, which contains IgG types of anti-A and anti-B. In this situation, it is recommended to prepare major crossmatched O-type washed red blood cells to ensure the safety and effectiveness of clinical blood transfusion.
10.Influencing factors of perioperative red blood cell transfusion in patients underwent lung transplantation
Wenjing WANG ; Qi WANG ; Ru ZHAO ; Lida CHEN ; Lulu WANG ; Weijie GUO ; Xixi LIU ; Fan ZHANG ; Xirong HE ; Hongkai LU
Chinese Journal of Blood Transfusion 2021;34(2):135-139
【Objective】 To explore the influencing factors of perioperative red blood cell transfusion in patients underwent lung transplantation, so as to provide reference for perioperative blood management (PBM) of lung transplantation patients. 【Methods】 The clinical data of 173 lung transplant patients completed in China-Japan Friendship Hospital from March 2017 to June 2019 were retrospectively analyzed. The patients were divided into two groups according to perioperative red blood cell transfusion volume: large blood transfusion group (transfusion red blood cell volume ≥6 U, n=66) and non-large blood transfusion group (red blood cell transfusion volume <6 U, n=107). The basic information, preoperative laboratory test results, and surgical status of the two groups were statistically analyzed.The clinical data of the two groups were analyzed by univariate analysis. The factors of P<0.15 were included in the binary logistic regression analysis, and the independent influencing factors of perioperative massive blood transfusion in patients with lung transplantation were found. 【Results】 Univariate analysis of clinical data of the two groups of patients (large blood transfusion group vs. non-large blood transfusion group) showed that the differences of smoking history ratio [44(66.7%) vs 87(81.3%)], BMI(20.8±4.5 vs 22.5±4.0)(P<0.05), preoperative Hb [124(111, 138.8) vs 138(126, 149)], preoperative Hct [37.9(34.8, 42.5) vs 41.3(37.9, 44.6)], surgery duration(327.9±107.7 vs 238.4±77.0), intraoperative blood loss(1 108.6±1342.0 vs 341.8±270.8) and single lung transplantation [28(42.4%) vs 84(78.5%)] (P<0.01) were statistically significant. Logistic regression analysis showed that intraoperative blood loss (OR=1.001, P<0.05), surgery duration (OR=1.006, P<0.05), preoperative Hb (OR=0.973, P<0.01), lung transplantation type(single or double lung transplantation)( OR=0.247, P<0.05) and extracorporeal membrane oxygenation (ECMO) (OR=0.187, P<0.01) were independent factors influencing red blood cell transfusion during lung transplantation. 【Conclusion】 Intraoperative blood loss and surgery duration are risk factors for massive blood transfusion during the perioperative period. And the use of ECMO, preoperative Hb, single lung transplantation (compared to double lung transplantation) are protective factors for perioperative massive blood transfusion.

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