1.Clinical Observation on 45 Cases of Chronic Obstructive Pulmonary Disease in the Stable Phase with Qi Deficiency,Blood Stasis and Phlegm Obstruction Syndrome with Auxiliary Treated with Jinwei Guben Decoction (金卫固本汤) Combined with Bailing Capsule (百令胶囊)
Deyu KONG ; Xudong ZHENG ; Huimin ZHOU ; Ruitao WANG ; Benzhang ZHAO ; Jianjun WU
Journal of Traditional Chinese Medicine 2025;66(4):367-375
ObjectiveTo observe the clinical efficacy of modified Jinwei Guben Decoction (金卫固本汤, MJGD) combined with Bailing Capsule (百令胶囊, BC) in the treatment of chronic obstructive pulmonary disease (COPD) patients in the stable stage with qi deficiency, blood stasis and phlegm obstruction syndrome, in addition to conventional western medicine treatment. MethodsA total of 102 patients with stable COPD and qi deficiency, blood stasis, and phlegm obstruction syndrome were included in the study. According to the patients'preferences, they were divided into treatment group (49 cases) and control group (53 cases). The control group received conventional western medicine treatment, while the treatment group was given MJGD (1 dose daily) combined with BC (2.0 g each time, three times a day) additionally. The treatment period was 3 months, and the patients were followed up for 1 year after the treatment. The acute exacerbation frequency (mild, moderate, severe) before treatment, during treatment, at 6-month follow-up, and at 1-year follow-up was compared between groups. Additionally, the lung function indicators such as FEV1, FEV1%pred, FVC, and FEV1/FVC ratio, traditional Chinese medicine (TCM) syndrome scores, modified British Medical Research Council (mMRC) dyspnea scale, and the COPD Assessment Test (CAT) scores before and after treatment were compared. A logistic regression model was constructed to analyze the impact of MJGD combined with BC on clinical efficacy. ResultsFour patients dropped out from the treatment group and eight from the control group, leaving 45 patients of each group for statistical analysis. The number of mild and moderate acute exacerbations in the treatment group was lower than that in the control group during the treatment period, at 6-month follow-up and within 1 year of follow-up (P<0.05) .The number of severe acute exacerbations was only lower in the treatment group than in the control group at 6-month follow-up (P<0.05). Compared with that before treatment, the number of acute exacerbations of all degrees in the treatment group was significantly reduced within 1 year of follow-up (P<0.05),while only the number of mild acute exacerbations in the control group was significantly reduced within 1 year of follow-up (P<0.05). The treatment group showed significant improvement in FEV1 and FEV1%pred and FEV1/FEV, while the control group showed a significant decline in FEV1 and FVC (P<0.05). After treatment, both groups showed significant reductions in TCM syndrome scores, including coughing, sputum, wheezing, chest tightness, shortness of breath, and fatigue, as well as mMRC and CAT scores (P<0.05), with the treatment group having significantly lower scores than the control group (P<0.05). The overall clinical effective rate of in the treatment group was 93.33% (42/45), significantly higher than that of the control group, 75.56% (34/45, P<0.05). Multivariate logistic regression analysis showed that the use of MJGD combined with BC (OR = 4.68, 95%CI: 1.15 - 19.09, P = 0.03) was positively correlated with clinical efficacy. ConclusionsIn addition to conventional western medicine treatment, the combination of MJGD and BC can reduce the frequency of acute exacerbations, delay the decline of lung function, improve clinical symptoms, and significantly enhance the clinical efficacy in patients with stable COPD and qi deficiency, blood stasis, and phlegm obstruction syndrome.
2.Clinical Efficacy of Jinwei Pingchuan Decoction in Treatment of Acute Exacerbation of Chronic Obstructive Pulmonary Disease with Phlegm-heat Obstruction in Lung Syndrome
Xudong ZHENG ; Deyu KONG ; Benzhang ZHAO ; Huimin ZHOU ; Ruitao WANG ; Jianjun WU
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(7):125-133
ObjectiveTo study the effect of Jinwei Pingchuan decoction combined with conventional Western medicine on the number of acute exacerbations, lung function, and clinical symptoms in patients with acute exacerbation of chronic obstructive pulmonary disease (COPD) with phlegm-heat obstruction in lung syndrome. MethodsA non-randomized controlled trial was conducted to include 60 patients with acute exacerbation of COPD with phlegm-heat obstruction in lung syndrome. Patients were divided into a treatment group and a control group based on whether they received Jinwei Pingchuan decoction, with 30 patients in each group. The treatment group received Jinwei Pingchuan decoction combined with conventional Western medicine therapy, while the control group received conventional Western medicine therapy alone. Both groups received treatment for 7 days. The number of acute exacerbations and lung function indices were followed up and recorded before treatment and three months after treatment. The following outcomes were observed before and after treatment: the number of acute exacerbations, lung function indices (forced expiratory volume in one second [FEV1], percentage of predicted value [FEV1%pred], forced vital capacity [FVC], and FEV1/FVC ratio), the degree of acute exacerbation, TCM syndrome score, COPD assessment test (CAT) score, modified British Medical Research Council Dyspnea Questionnaire (mMRC) score, C-reactive protein (CRP), and white blood cell (WBC) count. ResultsAfter 3 months of follow-up, the treatment group showed a significant reduction in the number of acute exacerbations compared with the pre-treatment values (P<0.05). After treatment, the treatment group had fewer acute exacerbations than the control group (P<0.05). The degree of acute exacerbation in the treatment group improved significantly compared with the pre-treatment values (P<0.05). After treatment, the degree of acute exacerbation in the treatment group was improved compared to the control group (P<0.05). Regarding lung function, FEV1, FEV1%pred, FVC, and FEV1/FVC ratio increased significantly in the treatment group compared with the pre-treatment values (P<0.05), and similar improvements were observed in the control group (P<0.05). After treatment, FEV1 and FVC were higher in the treatment group than the control group (P<0.05). Regarding TCM syndrome scores, the scores for individual symptoms such as wheezing, cough, expectoration, chest tightness, shortness of breath, and fatigue, as well as the total score, decreased significantly in the treatment group compared with the pre-treatment values (P<0.05). In the control group, the scores for cough, expectoration, chest tightness, fatigue, and palpitation, as well as the total score, also decreased (P<0.05). After treatment, the treatment group showed significantly lower scores for wheezing, cough, chest tightness, shortness of breath, and the total score than the control group (P<0.05). Regarding the CAT score, the scores for cough, expectoration, chest tightness, climbing stairs, going out, activity, and energy, as well as the total score, decreased significantly in the treatment group compared with the pre-treatment values (P<0.05). In the control group, the scores for cough, expectoration, chest tightness, sleep, energy, and the total score decreased (P<0.05). After treatment, the treatment group showed significantly lower scores for cough, expectoration, chest tightness, activity, and going out than the control group (P<0.05). Regarding the mMRC score, CRP level, and WBC count, all these parameters decreased significantly in the treatment group compared with the pre-treatment values (P<0.05), and similar reductions were observed in the control group (P<0.05). ConclusionJinwei Pingchuan decoction can reduce the number of acute exacerbations and the degree of acute exacerbation in patients with acute exacerbation of COPD with phlegm-heat obstruction in lung syndrome. It also improves lung function and symptoms such as cough and chest tightness, thereby enhancing the quality of life of patients.
3.Clinical Efficacy of Jinwei Pingchuan Decoction in Treatment of Acute Exacerbation of Chronic Obstructive Pulmonary Disease with Phlegm-heat Obstruction in Lung Syndrome
Xudong ZHENG ; Deyu KONG ; Benzhang ZHAO ; Huimin ZHOU ; Ruitao WANG ; Jianjun WU
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(7):125-133
ObjectiveTo study the effect of Jinwei Pingchuan decoction combined with conventional Western medicine on the number of acute exacerbations, lung function, and clinical symptoms in patients with acute exacerbation of chronic obstructive pulmonary disease (COPD) with phlegm-heat obstruction in lung syndrome. MethodsA non-randomized controlled trial was conducted to include 60 patients with acute exacerbation of COPD with phlegm-heat obstruction in lung syndrome. Patients were divided into a treatment group and a control group based on whether they received Jinwei Pingchuan decoction, with 30 patients in each group. The treatment group received Jinwei Pingchuan decoction combined with conventional Western medicine therapy, while the control group received conventional Western medicine therapy alone. Both groups received treatment for 7 days. The number of acute exacerbations and lung function indices were followed up and recorded before treatment and three months after treatment. The following outcomes were observed before and after treatment: the number of acute exacerbations, lung function indices (forced expiratory volume in one second [FEV1], percentage of predicted value [FEV1%pred], forced vital capacity [FVC], and FEV1/FVC ratio), the degree of acute exacerbation, TCM syndrome score, COPD assessment test (CAT) score, modified British Medical Research Council Dyspnea Questionnaire (mMRC) score, C-reactive protein (CRP), and white blood cell (WBC) count. ResultsAfter 3 months of follow-up, the treatment group showed a significant reduction in the number of acute exacerbations compared with the pre-treatment values (P<0.05). After treatment, the treatment group had fewer acute exacerbations than the control group (P<0.05). The degree of acute exacerbation in the treatment group improved significantly compared with the pre-treatment values (P<0.05). After treatment, the degree of acute exacerbation in the treatment group was improved compared to the control group (P<0.05). Regarding lung function, FEV1, FEV1%pred, FVC, and FEV1/FVC ratio increased significantly in the treatment group compared with the pre-treatment values (P<0.05), and similar improvements were observed in the control group (P<0.05). After treatment, FEV1 and FVC were higher in the treatment group than the control group (P<0.05). Regarding TCM syndrome scores, the scores for individual symptoms such as wheezing, cough, expectoration, chest tightness, shortness of breath, and fatigue, as well as the total score, decreased significantly in the treatment group compared with the pre-treatment values (P<0.05). In the control group, the scores for cough, expectoration, chest tightness, fatigue, and palpitation, as well as the total score, also decreased (P<0.05). After treatment, the treatment group showed significantly lower scores for wheezing, cough, chest tightness, shortness of breath, and the total score than the control group (P<0.05). Regarding the CAT score, the scores for cough, expectoration, chest tightness, climbing stairs, going out, activity, and energy, as well as the total score, decreased significantly in the treatment group compared with the pre-treatment values (P<0.05). In the control group, the scores for cough, expectoration, chest tightness, sleep, energy, and the total score decreased (P<0.05). After treatment, the treatment group showed significantly lower scores for cough, expectoration, chest tightness, activity, and going out than the control group (P<0.05). Regarding the mMRC score, CRP level, and WBC count, all these parameters decreased significantly in the treatment group compared with the pre-treatment values (P<0.05), and similar reductions were observed in the control group (P<0.05). ConclusionJinwei Pingchuan decoction can reduce the number of acute exacerbations and the degree of acute exacerbation in patients with acute exacerbation of COPD with phlegm-heat obstruction in lung syndrome. It also improves lung function and symptoms such as cough and chest tightness, thereby enhancing the quality of life of patients.
4.Impact of peripheral blood inflammatory markers on neovascular glaucoma secondary to diabetic retinopathy
Mingfang WANG ; Wenwen ZHU ; Deyu XIA ; Dengrui XU ; Yawen SHI ; Hongchen FU ; Qian ZHAO ; Xiuyun LI
International Eye Science 2025;25(6):1005-1008
AIM: To investigate the influence of relevant inflammatory markers in peripheral blood on the progression of neovascular glaucoma(NVG)secondary to diabetic retinopathy(DR)patients.METHODS: Retrospective case-control study. Patients were categorized into two groups based on the presence or absence of NVG: those with proliferative diabetic retinopathy(PDR)alone(PDR group, n=148)and those with NVG secondary to PDR(NVG secondary to PDR group, n=142). Peripheral blood inflammatory markers were evaluated, including white blood cell-related indices, neutrophil-to-lymphocyte ratio(NLR), platelet-to-lymphocyte ratio(PLR), monocyte-to-lymphocyte ratio(MLR), and systemic immune-inflammation index(SII). The distinctions in peripheral blood inflammatory markers between the two groups of patients and their relationships with NVG secondary to PDR were analyzed.RESULTS:No statistically significant differences were observed in basic characteristics between the two groups, confirming their comparability. However, significant differences were found in eosinophil percentage and MLR between the PDR group and the NVG secondary to PDR group(all P<0.05), with both values being significantly higher in the NVG secondary to PDR group. Multivariate Logistic regression analysis revealed that the eosinophil percentage and the MLR were factors influencing the development of patients with NVG secondary to PDR.CONCLUSION: Eosinophil percentage and MLR may be associated with the progression of PDR to NVG, and could serve as potential predictive markers for NVG development in PDR patients.
5.The relationship of age-adjusted Charlson comorbidity index and prognosis of patients undergoing laparoscopic resection for hilar cholangiocarcinoma
Chiyu CAI ; Liancai WANG ; Lianyuan TAO ; Dongxiao LI ; Erwei XIAO ; Guangjin TIAN ; Guanbin LUO ; Zhuangzhuang YAN ; Yanbo WANG ; Deyu LI
Chinese Journal of Hepatobiliary Surgery 2024;30(1):33-37
Objective:To study the impact of the age-adjusted Charlson comorbidity index (ACCI) on the prognosis of patients with hilar cholangiocarcinoma following laparoscopic surgical resection.Methods:Clinical data of 136 patients with hilar cholangiocarcinoma undergoing laparoscopic surgery at Zhengzhou University People's Hospital between January 2013 and January 2018 were retrospectively analyzed, including 81 males and 55 females, aged (63.6±9.8) years. Patients were divided into two groups based on the median ACCI score of 4.0: the high ACCI group (ACCI>4.0, n=49) and low ACCI group (ACCI≤4.0, n=87). The prognosis was compared between the two group. Univariate and multivariate Cox regression analyses were performed to analyze the effect of ACCI on survival after laparoscopic surgery. Results:The 1- and 3-year cumulative survival rates in low ACCI group were 87.4% and 48.3%, respectively, compared to 53.1% and 4.1% in high ACCI group ( χ2=27.97, P<0.001). Univariate Cox regression analysis indicated that ACCI >4.0 was associated with prognosis ( HR=3.73, 95% CI: 2.44-5.68, P<0.001). Multivariate Cox regression analysis also indicated that ACCI >4.0 was associated with an increased risk of postoperative mortality in patients with hilar cholangiocarcinoma ( HR=2.69, 95% CI: 1.65-4.37, P<0.001). Conclusion:The ACCI is a significant risk factor for survival of patients with hilar cholangiocarcinoma following laparoscopic surgery, which could facilitate a precise preoperative assessment of patient status and choice of surgical approach.
6.Prevalence of dentinal hypersensitivity and related factors in Chinese urban adults
Zhaoyou WANG ; Wensheng RONG ; Yisi ZHONG ; Jiangang TIAN ; Xi CHEN ; Mei ZHAO ; Lihua CUI ; Minquan DU ; Jianbo LI ; Deyu HU
Chinese Journal of Stomatology 2024;59(9):927-934
Objective:To assess the prevalence of dentinal hypersensitivity (DH) and related factors in urban adults in China.Methods:The study was designed as an observational, cross-sectional epidemiological study carried out in adults aged 18-69 years old in seven cities (Beijing, Shanghai, Wuhan, Chengdu, Xi′an, Guangzhou, and Harbin) of China. The study was conducted from March 2021 to May 2023. Patients were required to complete a questionnaire regarding the subjects′ socio-economic factors, dietary behavior, oral health behavior and personal antecedent factors. DH was clinically diagnosed by judging whether the tooth cold air stimulation provoked DH or not, and recorded by investigator pain rating Schiff score. Compare the findings of six cities (Harbin excluded) with a similar study conducted in 2008.Results:In total, 11 622 subjects from seven cities in China participated the study. Fifty two point two percent (6 072/11 622) of subjects reported DH in questionnaire, 36.7% (4 266/11 622) of subjects reported experiencing DH in response to cold air stimulation for at least one study tooth. Risk factors including age, sex, city, toothbrush method and acid reflux showed marked associations with DH ( P<0.05). The prevalence of DH of urban residents in six cities (Harbin excluded) was 33.7% (3 335/9 882), higher than that in 2008 [29.7%(2 354/7 939)]. Conclusions:Overall, DH was common among urban adults in China and the prevalence increased in recent years. Better understanding of DH and its associated factors should be considered in its prevention and management by dental professionals.
7.Clinicopathological characteristics of thymic hyperplasia with lymphoepithelial sialadenitis-like features
Wenfeng XU ; Lina WANG ; Qijian YING ; Qingqing HAN ; Jiashuang WANG ; Deyu GUO
Journal of Army Medical University 2024;46(15):1811-1816
Objective To understand and summarize the clinicopathological characteristics and differential diagnosis of lymphoepithelial sialadenitis(LESA)-like thymic hyperplasia.Methods The clinicopathological data of patients with LESA-like thymic hyperplasia diagnosed in our hospital from October 1,2019 to September 1,2023 were collected,and the related literatures on their epidemiological characteristics,clinicopathological features,treatments and prognosis were reviewed.Results There were 2 female patients with LESA-like thymic hyperplasia included,at an onset age of 51 and 52 years,respectively.Imaging examination revealed an anterior mediastinal mass in both patients,with the largest diameter of 7.5 and 12.0 cm,respectively.Microscopic morphology and immunophenotype analysis showed there were florid lymphoid follicles with germinal centers.Reticular or nested thymic epithelial,thymic corpuscles and lymphoepithelial lesions without dysplasia were seen in the interfollicular areas as well.Focal cystic changes,cholesterol crystals and the formation of cholesterol granuloma were observed.Our results were similar to the pathological morphology and immunohistochemical phenotype of 46 cases with LESA-like thymic hyperplasia reported in the literature.They had favorable prognosis,except 5 patients progressed to lymphoma.Conclusion LESA-like thymic hyperplasia is a benign disease with unique morphological characteristics and of favorable prognosis.But rare patients can progress to lymphoma,therefore regular and close follow-up is still required.
8.Influencing factors for microvascular invasion in hepatocellular carcinoma and construction of nomogram model based on three-dimensional visualization
Guanbin LUO ; Chiyu CAI ; Lianyuan TAO ; Dongxiao LI ; Zhuangzhuang YAN ; Yanbo WANG ; Liancai WANG ; Zejun WEN ; Peigang NING ; Deyu LI
Chinese Journal of Digestive Surgery 2024;23(2):280-288
Objective:To investigate the influencing factors for microvascular invasion (MVI) in hepatocellular carcinoma based on three-dimensional visualization and the construction of its nomogram model.Methods:The retrospective cohort study method was conducted. The clinico-pathological data of 190 patients with hepatocellular carcinoma who were admitted to Henan University People′s Hospital from May 2018 to May 2021 were collected. There were 148 males and 42 females, aged (58±12)years. The 190 patients were randomly divided into the training set of 133 cases and the validation set of 57 cases by the method of random number table in the ratio of 7:3. The abdominal three-dimensional visualization system was used to characterize the tumor morphology and other imaging features. Observation indicators: (1) analysis of influencing factors for MVI in hepatocellular carcinoma; (2) construction and evaluation of nomogram model of MVI in hepatocellular carcinoma. Measurement data with normal distribution were expressed as Mean± SD, and independent sample t test was used for comparison between groups. Measurement data with skewed distribution were expressed as M( Q1, Q3), and non-parametric rank sum test was used for comparison between groups. Count data were expressed as absolute numbers, and the chi-square test was used for comparison between groups. Corresponding statistical methods were used for univariate analysis. Binary Logistic regression model was used for multivariate analysis. Receiver operator characteristic (ROC) curves were plotted, and the nomogram model was assessed by area under the curve (AUC), calibration curve, and decision curve. Results:(1) Analysis of influencing factors for MVI in hepatocellular carcinoma. Among 190 patients with hepatocellular carcinoma, there were 97 cases of positive MVI (including 63 cases in the training set and 34 cases in the validation set) and 93 cases of negative MVI (including 70 cases in the training set and 23 cases in the validation set). Results of multivariate analysis showed that alpha-fetoprotein, vascular endothelial growth factor, tumor volume, the number of tumors, and tumor morphology were independent factors affecting the MVI of patients with hepatocellular carcinoma ( odds ratio=5.06, 3.62, 1.00, 2.02, 2.59, 95% confidence interval as 1.61-15.90, 1.28-10.20, 1.00-1.01, 1.02-3.98, 1.03-6.52, P<0.05). (2) Construction and evaluation of nomogram model of MVI in hepatocellular carcinoma. The results of multivariate analysis were incorporated to construct a nomogram prediction model for MVI of hepatocellular carcinoma. ROC curves showed that the AUC of the training set of nomogram model was 0.85 (95% confidence interval as 0.79-0.92), the optimal fractional cutoff based on the Jordon′s index was 0.51, the sensitivity was 0.71, and the specificity was 0.84. The above indicators of validation set were 0.92 (95% confidence interval as 0.85-0.99), 0.50, 0.90, and 0.82, respectively. The higher total score of the training set suggested a higher risk of MVI in hepatocellular carcinoma. The calibration curves of both training and validation sets of nomogram model fitted well with the standard curves and have a high degree of calibration. The decision curve showed a high net gain of nomogram model. Conclusions:Alpha-fetoprotein, vascular endothelial growth factor, tumor volume, the number of tumors, and tumor morphology are independent influencing factors for MVI in patients with hepatocellular carcinoma. A nomogram model constructed based on three-dimensional visualized imaging features can predict MVI in hepatocellular carcinoma.
9.Construction and validation of a machine learning model for preoperative prediction of perineural invasion status in intrahepatic cholangiocarcinoma
Zuochao QI ; Zhenwei YANG ; Qingshan LI ; Hao YUAN ; Pengyu CHEN ; Haofeng ZHANG ; Yanbo WANG ; Dongxiao LI ; Bo MENG ; Haibo YU ; Deyu LI
Chinese Journal of Hepatobiliary Surgery 2024;30(6):424-430
Objective:To construct and validate a machine learning model for preoperative prediction of perineural invasion (PNI) status in intrahepatic cholangiocarcinoma (ICC).Methods:Clincial data of 329 patients, including 245 admitted to Zhengzhou University People's Hospital from January 2018 to June 2023 and 84 admitted to the Affiliated Cancer Hospital of Zhengzhou University from January 2013 to January 2020 were retrospectively analyzed. Patients were divided into a training set ( n=231) and a validation set ( n=98). Clinicopathological data including age, gender, hepatitis B virus (HBV) infection status were collected. Predictive variables were determined using least absolute shrinkage and selection operator (LASSO) regression analysis. Six machine learning algorithms including random forest (RF), logistic regression, and linear kernel-based support vector machine were selected to construct the preoperative prediction model for PNI in ICC. Performance metrics of the model were calculated using a confusion matrix, and the final model was selected. The model performance was evaluated in the validation set. Calibration curves were plotted to evaluate the final model, and a Pareto chart was used to visualize the importance of predictive variables. Results:LASSO regression identified nine predictive variables included in the prediction model, including carbohydrate antigen 19-9 (CA19-9), HBV infection status, alkaline phosphatase, alanine aminotransferase, prothrombin time, total bilirubin, albumin, neutrophil times gamma-glutamyl transferase to lymphocyte ratio, and tumor burden score. Among the trained six models, the area under the curve (AUC) of the RF model was 0.909, with a sensitivity of 0.842 and an accuracy of 0.870. Compared with the AUC of the RF model, the AUCs of the other 5 models were lower (all P<0.05). The AUC of the RF model for predicting PNI in ICC in validation set was 0.736. Calibration curves showed good fit of the RF model's prediction of PNI in ICC in both training and validation sets. The Pareto chart showed that CA19-9 was the most important predictive variable in the model, followed by HBV infection status. Conclusion:The machine learning model based on the RF algorithm has a high accuracy in preoperative prediction of PNI status in ICC.
10.Analysis of influencing factors of textbook outcome after pancreaticoduodenectomy and construction of nomogram model
Changqian TANG ; Yuqi GUO ; Yongnian REN ; Hengli ZHU ; Zhuangzhuang YAN ; Xingbo WEI ; Yifan ZHI ; Jizhen LI ; Deyu LI ; Liancai WANG
Chinese Journal of Hepatobiliary Surgery 2024;30(6):439-444
Objective:To analyze the influencing factors of achieving textbook outcome (TO) after pancreaticoduodenectomy (PD) in patients with pancreatic ductal adenocarcinoma, and to construct a nomograph model to explore its predictive value in TO.Methods:The clinical data of 205 patients with pancreatic ductal adenocarcinoma treated by PD in Henan University People's Hospital from January 2019 to December 2022 were analyzed retrospectively, including 88 males and 117 females with the age of (61.3±9.8) years old. Patients were divided into two groups based on whether they achieved TO after surgery: TO group ( n=113) and non-TO group ( n=92). Clinical data such as age, gender, intraoperative blood loss, operation time, blood transfusion volume, pancreatic CT value, and tumor differentiation degree were collected. Logistic regression analysis screened the influencing factors of PD postoperative TO and built a nomogram model. The performance of the nomogram model was evaluated using receiver operating characteristic (ROC) curve, calibration diagram, and decision curve analysis. Results:Multivariate logistic regression analysis showed that the higher the degree of tumor differentiation was in patients with pancreatic ductal adenocarcinoma (high differentiation to medium differentiation: OR=7.20, 95% CI: 1.20-43.28; high differentiation to low differentiation: OR=16.55, 95% CI: 2.01-136.11), CT value>38.45 Hu ( OR=0.29, 95% CI: 0.13-0.65), blood transfusion volume ≤350 ml ( OR=8.05, 95% CI: 2.94-22.01) and operative time ≤407.5 min ( OR=10.88, 95% CI: 3.90-30.41), the easier it was to achieve TO after PD (all P<0.05). Based on the above influencing factors, a nomogram model of the postoperative effect of PD on TO was established, and the consistency index of this column graph model was 0.863 (95% CI: 0.816-0.911). The sensitivity and specificity of ROC curve were 0.804 and 0.752, respectively. The calibration diagram showed that the calibration curve fits well with the ideal curve, and the decision curve showed that the model had obvious positive net benefit. Conclusion:The degree of tumor differentiation, CT value, blood transfusion volume, and operation time are independent influencing factors for the achievement of TO after PD in patients with pancreatic ductal adenocarcinoma, and the nomogram model constructed based on which has good predictive performance for TO.

Result Analysis
Print
Save
E-mail