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.Application and prospect of PD-1 or PD-L1 inhibitor in advanced hepatocellular carcinoma
Jing MAO ; Qiang YAN ; Zhenhua SHEN ; Xu SUN ; Shusen ZHENG
Chinese Journal of Surgery 2021;59(10):875-880
Hepatocellular carcinoma(HCC) is one of the most common malignant tumors of the digestive system in the clinic. In recent years, the proposal and development of immunotherapy have set off a worldwide anticancer upsurge. In particular, programmed death receptor 1(PD-1) and programmed death receptor ligand 1(PD-L1) inhibitor have been used in a wide variety of tumor diseases and achieved good curative effect. However, the application of PD-1 or PD-L1 inhibitors in HCC is mostly still at the stage of clinical trials, and some clinical trials have shown gratifying results in patients with advanced HCC and postoperative recurrence. More studies have shown that PD-1 or PD-L1 inhibitors combined with radiofrequency, chemoradiotherapy, and molecular targeted drugs can bring greater benefits to patients.
4.Progress in research of allergen detection methods
Jie MAO ; Qingqing LU ; Xin ZENG ; Ping LI ; Shengjie SHI ; Jing LI ; Zhenhua ZHU ; Xiaobing XIE ; Qun LU
Chinese Journal of Preventive Medicine 2021;55(1):123-129
Allergic diseases have continued to increase year by year causing serious physical and mental injury to patients, families and individuals. This increase has been driven by conventional environmental and nutritional changes but is also created by the continual introduction of food additives into the diet and novel interior decoration materials into the living space. The causes of allergic diseases are complex and diverse, and the medical laboratory often is not be able to identify the allergic trigger; this creates a difficult environment to identify the appropriate clinical treatment for disease prevention and control. Physicians must be able to identify these triggers to help patients avoid the underlying allergenic cause of their disease. This can only be done by actively knowing a patient′s medical history, identifying the clinical manifestations of hypersensitivity and utilizing confirmatory testing as an important clinical tool in identifying the allergic source.
5.Progress in research of allergen detection methods
Jie MAO ; Qingqing LU ; Xin ZENG ; Ping LI ; Shengjie SHI ; Jing LI ; Zhenhua ZHU ; Xiaobing XIE ; Qun LU
Chinese Journal of Preventive Medicine 2021;55(1):123-129
Allergic diseases have continued to increase year by year causing serious physical and mental injury to patients, families and individuals. This increase has been driven by conventional environmental and nutritional changes but is also created by the continual introduction of food additives into the diet and novel interior decoration materials into the living space. The causes of allergic diseases are complex and diverse, and the medical laboratory often is not be able to identify the allergic trigger; this creates a difficult environment to identify the appropriate clinical treatment for disease prevention and control. Physicians must be able to identify these triggers to help patients avoid the underlying allergenic cause of their disease. This can only be done by actively knowing a patient′s medical history, identifying the clinical manifestations of hypersensitivity and utilizing confirmatory testing as an important clinical tool in identifying the allergic source.
6.Application and prospect of PD-1 or PD-L1 inhibitor in advanced hepatocellular carcinoma
Jing MAO ; Qiang YAN ; Zhenhua SHEN ; Xu SUN ; Shusen ZHENG
Chinese Journal of Surgery 2021;59(10):875-880
Hepatocellular carcinoma(HCC) is one of the most common malignant tumors of the digestive system in the clinic. In recent years, the proposal and development of immunotherapy have set off a worldwide anticancer upsurge. In particular, programmed death receptor 1(PD-1) and programmed death receptor ligand 1(PD-L1) inhibitor have been used in a wide variety of tumor diseases and achieved good curative effect. However, the application of PD-1 or PD-L1 inhibitors in HCC is mostly still at the stage of clinical trials, and some clinical trials have shown gratifying results in patients with advanced HCC and postoperative recurrence. More studies have shown that PD-1 or PD-L1 inhibitors combined with radiofrequency, chemoradiotherapy, and molecular targeted drugs can bring greater benefits to patients.
7.Correlation between quantitative perfusion histogram parameters of Dynamic Contrast-Enhanced MRI and tumor tis-sue microvessel density in patients with lung cancer
Haijia MAO ; Zhenhua ZHAO ; Yanan HUANG ; Yaping ZHANG ; Minxia YANG ; Guangmao YU ; Cheng WANG ; Min-Ming ZHANG
Chinese Journal of Thoracic and Cardiovascular Surgery 2019;35(7):396-401
Objective To investigate the correlation between quantitative perfusion histogram parameters of DCE-MRI and tumor tissue microvessel density(MVD) in patients with lung cancer.Methods 30 patients with lung cancer confirmed by pathology who underwent preoperative DCE-MRI were enrolled in this retrospective study .Quantitative perfusion histogram pa-rameters( including median, mean, skewness, kurtosis, energy, entropy) were measured for each patient using Exchange mo-dle.Using the Immunohistochemical method to detect the expression of CD34 in tumor tissue, and counting the number of mi-crovessels under microscope.SPSS 19.0 was used to carry out statistical analysis.The correlation between MVD and quantita-tive perfusion histogram parameters of DCE-MRI measured by exchange model was evaluated by Pearson linear correlation anal-ysis.Results There was no significant difference in MVD and each quantitative perfusion histogram parameters between the three different pathological groups of lung cancer(P >0.05).Ktrans perfusion histogram parameters(mean, 25%, 50%, 50%, 75%, 90%, 95%), Kep perfusion histogram parameters(entropy, 10%, 25%, 50%, 75%, 90%), Fp perfusion histogram parameters( mean, 25%, 50%, 75%, 90%, 95%) and Vp perfusion histograms parameters ( entropy, 75%, 90%, 95% ) were positively correlated with MVD(P<0.05).Ktrans perfusion histogram parameters(energy) and Vp perfu-sion histogram parameters(skewness, kurtosis, energy) were negatively correlated with MVD(P<0.05).There was no signifi-cant correlation between Ve perfusion histogram parameters and MVD(P>0.05).Conclusion There was a certain correla-tion between the perfusion histogram parameters of DCE-MRI and MVD,suggesting that the quantitative perfusion histogram of DCE-MRI in lung cancer can reflect the MVD value of cancer tissue .
8.The efficacy and complications of minimally invasive vs. the traditional open transforaminal lumbar interbody fusion for the treatment of lumbar spondylolisthesis
Aimin WU ; Zhichao HU ; Zhenhua FENG ; Xiaobing LI ; Hui XU ; Shen WANG ; Qishan HUANG ; Fangmin MAO ; Yan LIN ; Xiangyang WANG ; Wenfei NI
Chinese Journal of Orthopaedics 2018;38(20):1230-1239
Objective To investigate the clinical efficacy and complications of minimally invasive transforaminal lumbar-interbody fusion (TLIF) in the treatment of lumbar spondylolisthesis. Methods Total 142 patients with single level spondylolis-thesis who treated by TLIF from 2010.01 to 2015.06 were included in this study, with 68 cases in minimally invasive TLIF (MIS-TLIF) group and 74 cases in traditional open TLIF group. The general information (age, gender, isthmic or degenerative type, per-centage of slip degree, levels), operative time, blood loss, length of postoperative hospital stay, Visual Analogue Scale (VAS) of low-back pain and leg pain, and Oswestry Disability Index (ODI) were recorded and collected. The posterior height of the interverte-bralpace and segmental lordosis, reduction of spondylolisthesis and cross-sectional area of spinal canal were measured. Results There was no statistically significant difference between the two groups in age, gender ratio, percentage of slip degree, and sur-gicallevels distribution. Total of 66 cases in MIS-TLIF group and 71 cases in Open TLIF group finished 2 years follow up, and 25 cases in MIS-TLIF group and 31 cases in Open TLIF group finished 5 years follow up. The blood loss of the MIS-TLIF group was 164.7±51.7 ml, significantly lower than the open TLIF group of 239±69.3 ml(P<0.001). The length of postoperative hospital stay was 5.9 ± 1.5 days in MIS-TLIF group, significantly shorter than the open TLIF group of 7.3 ± 3.1 days(P<0.001). The operative time of MIS-TLIF and Open TLIF was 146.3±21.9 mins, 152.0±20.4 mins, respectively, and no significant differ-ence was found between them. The VAS ofback pain, leg pain, ODI in MIS-TLIF group was 1.76±1.16, 1.91±1.36 and 23.5± 7.3 at 2 years follow up, and in Open TLIF was 1.73±1.10, 1.83±1.36 and 23.8±6.7, respectively, all of them were significant-ly different to pre-operation, however, no significant difference was found between two groups. The VAS of back pain, leg pain, ODI in MIS-TLIF group was 1.73±1.21, 1.93±1.48, and 25.4±6.8 at 5years follow up, and in Open TLIF was 1.85±1.02, 1.85± 1.33 and 26.1 ± 6.5, respectively, no significant difference between twogroups. The posterior height of the intervertebral space and segmental lordosis of MIS-TLIF was 9.52±1.67 mm and 12.11°±3.44° at 2 years follow up, while the open TLIF was 9.88± 1.54 mm and 12.98 ± 3.83° , all of them were significantly different to pre-operation,however, no significant difference between two groups. The posterior height of the intervertebral space and segmental lordosis of MIS-TLIF was 9.37 ± 1.46 mm and 11.55° ± 2.77° , while the open TLIF was 9.66 ± 1.68 mm and 12.59° ± 4.23° , no significant difference between two groups. The percentage of slip degree was reduced to 5.2%±4.6% in MIS-TLIF and 5.6%±4.3% in open TLIF, the cross-sectional area of spinal canal was enlarged to 139.7±19.5 mm2 and 141.7±20.7 mm2, no significant difference between two groups either. Con-clusion MIS-TLIF has less blood loss, shorter postoperative hospital stay than open TLIF, and similar clinical pain and function-al outcomes. MIS-TLIF is suggested to be a safe and effective choice in the treatment of lower grade lumbar spondylolisthesis (Grade II or less).
9. Effect of naked-eye assessment on the diagnosis of ultrasound-guided fine needle aspiration in thyroid nodules
Dan ZHOU ; Weiwei ZHAN ; Yijie DONG ; Yunyun HU ; Zhenhua LIU ; Wei ZHOU ; Jiejie YAO ; Minjing MAO
Chinese Journal of Ultrasonography 2018;27(6):491-495
Objective:
To evaluate the feasibility and efficacy of naked-eye assessment (NA) of ultrasound-guided fine needle aspiration cytology(US-FNAC) smears, which was performed by a trained non-cytological physician.
Methods:
A total of 290 smears of FNAC in 143 thyroid nodules were used to evaluate the value of NA by an assistant with more than two years experience of intervention with ultrasound guidance. NA results such as the background of smear (bloody/non-bloody), thickness (thick/thin), as well as the contents (granulated/non-granulated) were recorded. The correlation between NA and cytological results was analyzed. Number of cells under microscopy, the non-diagnostic rate, and the significance between benignity and malignancy with different features of specimens were compared.
Results:
There was no significant difference between the NA background and cytological findings(
10.Clinical study of chrono-chemotherapy in treating nasopharyngeal carcinoma patients with distant metastasis at preliminary diagnosis
Zhenhua MAO ; Feng JIN ; Weili WU ; Yuanyuan LI ; Jinhua LONG ; Xiuyun GONG ; Xiaoxiao CHEN ; Zhuoling LI ; Ting BI ; Qianyong HE ; Bo QU ; Shiying HUANG ; Yu CHEN
Chinese Journal of Clinical Oncology 2015;(14):709-715
Objective:To investigate the outcomes of the regimen with docetaxel, cisplatin, and 5-fluorouracil (TPF regimen) in chrono-chemotherapy, and evaluate the feasibility of reducing the toxicity and immunological damage in nasopharyngeal carcinoma (NPC) patients with distant metastasis at preliminary diagnosis, then to compare the advantages and disadvantages between chrono-che-motherapy and traditional chemotherapy. Methods:A total of 46 NPC patients with distant metastasis at preliminary diagnosis (UICC 2010 stage IVc) were enrolled in this study. These NPC patients were randomly divided into chrono-chemotherapy and conventional chemotherapy groups, with 23 cases for each group. TPF neo-adjuvant chemotherapy was conducted in both groups for two cycles, with 21 days to 28 days for each cycle. The following regimen was used for the chrono-chemotherapy group:docetaxel 75 mg/m2, infu-sion, d1;cisplatin 75 mg/m2, 10:00 a.m.-10:00 p.m., continuous infusion, d1-d5;and fluorouracil 750 mg/(m2 · d), 10:00 p.m.-10:00 a. m., continuous intravenous infusion, d1-d5. The following regimen was used for the conventional chemotherapy group:docetaxel 75 mg/m2, infusion, d1;cisplatin 75 mg/m2, infusion, d1;and fluorouracil 750 mg/(m2· d), continuous infusion, d1-d5, 120 h. Patients who obtained therapeutic efficacy via induction chemotherapy were provided with intensity-modulated radiotherapy as a concurrent radio-therapy and chemotherapy (DDP 100 mg/m2, infusion, d1-d2, with 21 days each cycle and a total of two courses). One month after con-current chemoradiation, an adjuvant chemotherapy with the same regimen as the induction chemotherapy was employed for a total of two courses. Acute and late toxicities were graded in accordance with the Common Terminology Criteria for Adverse Events v3.0 scor-ing. Tumor response was evaluated using the 2000 Response Evaluation Criteria in Solid Tumors. The effective rates included complete and partial responses. Relevant data were analyzed by SPSS16.0 statistical software. Results:More emesis was observed at Grade 2 or above in the conventional chemotherapy group than in the chrono-chemotherapy group, with statistical significance between the two groups (P=0.035). After chemotherapy, the value of CD4/CD8 increased in the chrono-chemotherapy group and decreased in the con-ventional chemotherapy group, with statistical significance between the two groups (P=0.033). Conclusion:The proposed chrono-che-motherapy outperforms conventional chemotherapy in reducing the occurrence of severe vomiting. This chrono-chemotherapy may be advantageous in reducing severe bone marrow depression and may play a positive role in the immune function of NPC patients.

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