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find Keyword "logistic回归" 20 results
  • Correlation between Immunohistochemistry and Pathology for Lung Cancer Lymphatic Metastasis

    Objective To analyze and screen the risk factors of both immunohistochemistry and pathology for lung cancer lymphatic metastasis, and to build a mathematical model for preliminary evaluation. Methods By conducting retrospective studies, the information of lung cancer patients in the General Hospital of Air Force from 2009 to 2011 were collected. Both single and multiple unconditional logistic regression analyses were applied to screen total 27 possible factors for lymphatic metastasis. After the factors with statistical significance were selected, the relevant mathematical model was built and then evaluated by means of receiver operating characteristic (ROC) analysis. Results A total of 216 patients were included. The single analyses on 27 possible factors showed significant differences in the following 10 factors: pathological grade (P=0.00), age (P=0.00), tumor types (P=0.01), nm23 (P=0.00), GSTII (P=0.01), TTF1 (P=0.01), MRP (P=0.01), CK14 (P=0.02), CD56 (P=0.02), and EGFR (P=0.03). The multiple factors unconditional logistic regression analyses on those 10 risk factors screened 4 relevant factors as follows: pathological grade (OR=2.34), age (OR=1.02), nm23 (OR=1.66), and EGFR (OR=1.47). Then a mathematical diagnostic model was established based on those 4 identified risk factors, and the result of ROC analysis showed it could improve the diagnostic sensitivity and specificity compared with the single factor mathematical diagnostic model. Conclusion Pathological grade, age, nm23, and EGFR are related with lung cancer lymphatic metastasis, and all of them are the risk factors which have higher adjuvant diagnostic value for lung cancer lymphatic metastasis.

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  • Analysis of Risk Factors of Preoperative Sudden Death of Patients with Type A Aortic Dissection

    Objective To analysis correlation factors for preoperative sudden death of patients with type A aortic dissection in order to determine clinical management strategy.?Methods?We retrospectively analyzed clinical data of 52 patients with type A aortic dissection who were admitted in Department of Cardiothoracic Surgery of the Affiliated Drum Tower Hospital of Nanjing University Medical School from January 2003 to January 2010. According to the presence of preoperative death, all the patients were divided into two groups, 9 patients in the preoperative sudden death (PSD)group including 7 males and 2 females with their mean age of 52.0±12.1 years;43 patients in the control group including 31 males and 12 females with their mean age of 51.5±10.9 years. Univariate and multivariate logistic regression analysis were used for analysis of preoperative factors related to sudden death.?Results?Univariate analysis result showed 7 candidate variables:body mass index (BMI, Wald χ2=2.150, P=0.143), time of onset (Wald χ2=2.711, P= 0.100), total cholesterol (TC, Wald χ2=1.444, P=0.230), low density lipoprotein cholesterol (L-C, Wald χ2=1.341, P=0.247), aortic insufficiency (AI, Wald χ2=2.093, P=0.148), aortic sinus involvement (Wald χ2=3.386, P=0.066)and false lumen thrombosis (Wald χ2=7.743, P=0.005). Multivariate logistic regression analysis showed that BMI (Wald χ2=4.215, P=0.040, OR=1.558)and aortic sinus involvement (Wald χ2=4.592, P=0.032, OR=171.166 )were preoperative risk factors for sudden death, and thrombosed false lumen (Wald χ2=5.097, P=0.024, OR=0.011)was preoperative protective factor for sudden death.?Conclusion?Type A aortic dissection patients with large BMI and/or aortic sinus involvement should receive operation more urgently than others and patients with thrombosed false lumen may have relatively low risk of preoperative sudden death.

    Release date:2016-08-30 05:50 Export PDF Favorites Scan
  • Analysis of Influential Factors on Shortterm Outcome after Total Correction of Tetralogy of Fallot

    Abstract: Objective To investigate the method of improving effect, by investigating and analyzing the possible risk factors affecting shortterm outcome after total correction of tetralogy of Fallot (TOF). Methods Data of 219 patients who received total correction of TOF were divided into two groups according to the length of postoperative stay in hospital and recovery of heart function in the near future. Group A(n=110): patients had good recovery of heart function classified as gradeⅠorⅡ(NYHA classification), and could smoothly be discharged from the hospital within two weeks without serious complications. The left ventricular ejection fraction (LVEF) had to exceed to 0.50 during 6 months followup visit. Group B(n=109): patients had worse recovery of heart function classified as grade Ⅱ or Ⅲ, and could not be discharged within two weeks with severe complications. LVEF was less than 0.50 during 6 months followup visit. The clinical data of two groups were compared, and risk factors affecting shortterm outcome after total correction of TOF operation were analyzed by logistic regression and model selection. Results There were good recovery of heart function classified as gradeⅠorⅡ(NYHA classification)in discharge, no death, and LVEF all exceeded to 0.50 in group A; there were 8 deaths in group B (7.34 %), and recovery of heart function was worse classified as grade Ⅱ or Ⅲ, with LVEF being less than 0.50(Plt;0.01). Amount of postoperative daily thoracic drainage, assisted respiration time, time of inotropic agent stabilizing circulation, and the average length of postoperative stay in group A were all less or short than those in group B(Plt;0.01). But the bypass and clamping time of group B were exceeded group A. The ratio of patching astride annulus in group B was greater than that in group A, and Nakata index was less than that in group A(Plt;0.01). The results of logistic regression and model selection indicate: age at repair (OR=0.69), oxygen saturation(OR=0.98), haematocrit before operation (OR=0.94), and patching astride annulus (OR=46.86), Nakata index (OR=16.90), amount of postoperative daily thoracic drainage (OR=0.84), presence of arrhythmia(OR=0.87), and wound infection(OR=63.57) have significant effect with shortterm outcome after total correction of TOF operation. Conclusions The probable methods to improving effect of shortterm outcome after total correction of TOF are an earlier age at repair, decreasing haematocrit, rising oxygen saturation before surgery, performing a palliative operation facilitating development of arteriae pulmonalis in earlier time, improving the surgical technique, and strengthening the perioperative care. 

    Release date:2016-08-30 06:16 Export PDF Favorites Scan
  • Multivariate Analysis of Prognostic Risk Factors of Esophageal Squamous Cell Carcinoma after Esophagectomy

    Objective To investigate the prognostic factors of esophageal squamous cell carcinoma(ESCC) by multivariate analysis of clinicopathologic features of ESCC between long-term and short-term survivals after esophagectomy. Methods The clinicopathologic features of randomly selected 126 cases with ESCC were analyzed with binary logistic regression, 48 cases of which was divided into long-term survival group(≥5 years) and 78 cases into short-term survival group(≤1 year) according to the follow-up. Results Under univariate analysis, the differences between two groups on tumor pathologic grading, metastasis to lymph node, depth of tumor invasion and length of tumor were significant (Plt;0.01), however, that on age, gender, location of tumor and status of residues were not (Pgt;0. 05). Multivariate analysis showed that tumor pathologic grading, metastasis to lymph node, depth of tumor invasion and length of tumor correlated with the prognosis of ESCC (Plt;0. 05). Their risk coefficient were 2. 943, 2. 641, 2. 126 and 1. 728, respectively. Age, gender, location of tumor and status of residues did not correlated with the prognosis of ESCC (Pgt;0. 05). Correlation analysis indicated that depth of tumor invasion was positively related to the length of tumor (r=0. 488, Plt;0. 001), metastasis to lymph node was positively related with depth of tumor invasion and tumor pathologic grading (r=0. 216, P=0. 014; r=0. 238, P=0. 007). Conclusions The main prognostic factors of ESCC are tumor pathologic grading, metastasis to lymph nodes, depth of tumor invasion and length of tumor,Tumor pathologic grading is high risk factor for prognosis of ESCC,while length of tumor is low risk factor. Age and gender of patients, location of tumor and status of esophageal residues are non-risk factors.

    Release date:2016-08-30 06:26 Export PDF Favorites Scan
  • Risk Factor Logistic Regression on Adverse Pregnancy Outcomes of 6825 Hospitalized Pregnant Women in Lanzhou City

    Objective To investigate the adverse pregnant outcomes of hospitalized pregnant women in Lanzhou city, and analyze the corresponding risk factors and provide basis for the further research on better child-bearing and child-rearing. Methods In two provincial-level hospitals and one provincial-level specialized hospital, the method of cluster random sampling was applied to extract 6 825 medical records from January 2004 to December 2005. The relevant information was abstracted and correlative analyses were undertaken. Results The incidence of adverse pregnancy outcomes for the hospitalized pregnant women in Lanzhou city was 14.65%. Single-factor unconditional logistic regression analyses displayed that the variables with statistical significance were the number of previous pregnancies, the number of previous child delivery, abortion history, abnormal gestation history, and past medical history, whereas multi-factor unconditional logistic regression analyses revealed that the adverse pregnancy outcomes were positively correlated with abnormal gestation history and the number of previous pregnancies with statistical significance. Conclusion The incidence of adverse pregnancy outcomes for the hospitalized pregnant women in Lanzhou city is quite high. Abnormal gestation history and the number of previous pregnancies are the main risk factors for the adverse pregnancy outcomes.

    Release date:2016-09-07 11:04 Export PDF Favorites Scan
  • An Unconditional Logistic Regression Analysis of the Risk Factors for Renal Vascular Lesions in Patients with Immunoglobulin A Nephropathy

    【摘要】 目的 探讨IgA肾病肾血管病变的危险因素。 方法 回顾性分析2000年1月-2009年6月间经肾活检确诊的175例IgA肾病患者资料,其中有肾血管病变者93例,无肾血管病变者82例,进行对照研究。采用多因素非条件logistic回归模型分析影响IgA肾病肾血管病变的危险因素。 结果 高血压[OR=11.593,P=0.001,95%CI(2.800,47.991)]、24 h尿蛋白定量[OR=1.754,P=0.001,95%CI(1.270,2.424)]、血肌酐[OR=1.005,P=0.001,95%CI(1.002,1.008)]、肾小球硬化[OR=8.341,P=0.000,95%CI(2.716,25.610)]、肾间质纤维化[OR=4.880,P=0.014,95%CI(1.385,17.199)]对IgA肾病肾血管病变的影响有统计学意义。 结论 高血压、24 h尿蛋白定量、血肌酐、肾小球硬化和肾间质纤维化可能是影响IgA肾病肾血管病变的独立危险因素。积极控制以上危险因素对延缓IgA肾病病变的进展具有重要意义。【Abstract】 Objective To explore the risk factors for renal vascular lesions in patients with immunoglobulin A (IgA) nephropathy. Methods We retrospectively analyzed the clinical data of 175 IgA nephropathy patients diagnosed through renal biopsy from January 2000 to June 2009. Among them, there were 98 cases of renal vascular lesions and 82 cases without renal vascular lesion. Controlled study between the two groups of patients were carried out. A multivariate unconditional logistic regression model was employed to analyze the risk factors for renal vascular lesions in IgA nephropathy patients. Results The following factors had significant correlations with renal vascular lesions in IgA nephropathy patients: hypertension [OR=11.593,P=0.001,95%CI (2.800, 47.991)], 24-hour urine protein level [OR=1.754,P=0.001, 95%CI (1.270, 2.424)], serum creatinine [OR=1.005,P=0.001, 95%CI (1.002, 1.008)], glomerulosclerosis [OR=8.341,P=0.000,95%CI (2.716, 25.610)], and renal interstitial fibrosis [OR=4.880,P=0.014, 95%CI(1.385,17.199)]. Conclusion Hypertension, 24-hour urine protein, serum creatinine, glomerulosclerosis and renal interstitial fibrosis were risk factors for renal vascular lesions in IgA nephropathy patients. It will be very significant to actively control all the above risk factors to prevent occurrence of renal vascular lesions.

    Release date:2016-09-08 09:26 Export PDF Favorites Scan
  • Logistic Regressive Analysis of Prognostic Factors for Patients with Return of Spontaneous Circulation

    目的:探讨心肺复苏循环恢复患者早期评估预后的相关因素。方法:对56例心肺复苏循环恢复患者进行病例回顾分析,分别记录患者年龄、性别以及心肺复苏循环恢复1小时内的瞳孔直径、格拉斯高昏迷评分、血WBC计数、血清肌酐Cr、血清丙氨酸氨基转移酶ALT、肌酸磷酸激酶、D-二聚体定性、血钙、血钾、血清淀粉酶、复苏后1小时内是否使用亚低温治疗、pH值、动脉血氧分压PaO2、动脉血二氧化碳分压PaCO2、血葡萄糖、复苏时间等, 采用多因素logistic回归模型分析心肺复苏循环恢复患者的预后因素。结果:回顾56例心肺复苏循环恢复患者病例, logistic回归分析发现血清淀粉酶、血糖和复苏时间对早期评估心肺复苏循环恢复患者的预后有意义。结论:复苏后1小时内血清淀粉酶、血糖和复苏时间对早期评估心肺复苏循环恢复患者的预后有价值。

    Release date:2016-09-08 10:04 Export PDF Favorites Scan
  • logistic Regression Analysis of Influencing Factors on Postoperative Complications and Mortality of Gastric Cancer after Total Gastrectomy

    Objective To analyze the influencing factors on postoperative complications and mortality of gastric cancer after total gastrectomy. Methods The clinical data of 622 patients with gastric cancer received total gastrectomy were collected. According to the extent of lymph node dissection, the patients were divided into 2 groups: D0/D1 group (n=35) and D2/D3 group (n=587). The risk factors influencing postoperative morbidity and mortality were determined by logistic multiple regression analysis. Results The total postoperative complication morbidity and mortality for all patients were 9.81% (61/622) and 2.89% (18/622), respectively. The postoperative complication morbidity was 8.57% (3/35) and 9.88% (58/587) in the two groups, the postoperative mortality was 2.86% (1/35) and 2.90% (17/587) in the two groups, there were no significant differences between the two groups (Pgt;0.05). The most common postoperative complication was intestinal obstruction (18.03%, 11/61). Multivariate analysis revealed that risk factors on the postoperative complications and mortality were age ≥ 70 years, TNM stage Ⅳ, preoperative complication, palliative excision, merely manual or mechanical anastomosis, and multivisceral resection (Plt;0.05), however, the extent of lymph node was not influencing factor (Pgt;0.05). Conclusions Patients with advanced gastric cancer have a high risk of postoperative complications and mortality. Multiple organ resection should be avoided for patients with gastric cancer of TNM stage Ⅳ.

    Release date:2016-09-08 10:54 Export PDF Favorites Scan
  • Multivariate Analysis about Surgical Indications for Adhesive Ileus

    Objective To approach the convenient prediction methods about surgical indications of adhesive ileus. Methods Two thousand and thirtyfour patients with adhesive ileus were analyzed retrospectively between January 1996 and January 2010 in the Department of General Surgery, The First Affiliated Hospital of Anhui Medical University, and 1 992 patients were included into this model. Seventeen factors which could influence the surgical decisions, including period of intestinal obstruction (X1), frequency of attack (X2), history of operation on abdominal region (X3), continuous and severe abdominal pain (X4), severe or frequent vomiting (X5), severe abdominal distention (X6), hemafecia (X7), fever (X8), heart rate (X9), shock or hypotension (X10), touching a swell ansa intestinalis (X11), hypoactive bowel sound (X12), peritonitis (X13), white blood cell (WBC) count of peripheral blood (X14), obstruction ansa interstinalis fixation and a severe expansion by abdominal erect position plain film (X15), peritoneal cavity free air (X16), and seroperitoneum whether or not by B ultrasonic examination (X17) were analyzed by binary logistic regression. Then prediction schedule whether patients with adhesive ileus needed emergency operation was gained by the theory of logistic regression analysis. Results Eight items were included in the prediction model by the method of forward stepwise which were X1, X2, X4, X9, X13, X14, X15, and X17, respectively. The probability of operation could be calculated by the following formula: logit(P)=expZ/(1+expZ), where, Z={-7.813+〔-1.942×X1(1)/2.290×X1(2)/2.765×X1(3)〕+2.801×X2+2.692×X4+10.610×X9(1)/13.279×X9(2)+3.422×X13+〔-3.048×X14(1)/16.992×X14(2)〕+6.113×X15+2×X17}, which X1(1), X1(2), and X1(3) were periods of intestinal obstruction 3-5 d, 5-7 d, and ≥7 d, respectively. X9(1) and X9(2) were heart rates of 60-100/min and ≥100/min, respectively. X14(1) and X14(2) were WBC counts of peripheral blood of (10-20)×109/L and ≥20×109/L, respectively. The patient had to accept surgical procedure when the value of P was more than 0.5. The coincidence was 99.00%, sensitivity was 96.17%, specificity was 99.53% in 1 992 patients. The coincidence was 96.20%, sensitivity was 90.00%, specificity was 96.84% in 105 patients between January 2010 and April 2010 in this hospital. Conclusion The prediction schedule is a good useful value, but the coefficients is corrected following the cases increasing.

    Release date:2016-09-08 10:55 Export PDF Favorites Scan
  • 先天性心脏病术后中心静脉导管相关血行感染危险因素分析

    目的讨论先天性心脏病患儿术后发生经颈内中心静脉导管相关血行感染(CRBSI)的危险因素。 方法对2011年11月-2012年9月入住的224例先天性心脏病患儿经颈内中心静脉置管后发生CRBSI危险因素进行单因素和多因素logistic回归分析。 结果39例患儿(16.07%)发生CRBSI,单因素logistic回归分析提示:体外循环时间>60 min(OR=14.400,P<0.001)、经导管操作次数>6次/d(OR=2.692,P=0.006)、导管留置时间>10 d(OR=5.439,P<0.001)、未采取抗生素治疗(OR=3.992,P<0.001)是颈内中心静脉置管患儿发生CRBSI的危险因素。非条件多因素logistic回归分析显示:体外循环时间>60 min(OR=14.109,P<0.001)、导管留置时间>10 d(OR=4.878,P=0.001)、未采取抗生素治疗(OR=3.828,P=0.005)是颈内中心静脉置管的独立危险因素。 结论伴有体外循环时间长,导管留置时间>10 d,应该采取针对性干预及护理措施,以预防导管感染。

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