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PubMed1987

Influence of the extent of resection on survival after curative treatment of gastric carcinoma. A retrospective multivariate analysis.

The therapeutic value of extensive gastric resection and regional lymphadenectomy in the curative treatment of gastric adenocarcinoma is controversial. We undertook a retrospective study of 210 patients treated with curative intent from 1960 to 1980. A multivariate survival analysis using the Cox model revealed five significant variables predictive of death from gastric cancer--two inherent pathologic factors: (1) nonpyloric site and (2) metastases in more than three lymph nodes, and three treatment factors that could often be controlled by the surgeon: (3) microscopic positive gastric resection margin, (4) inadequate lymphadenectomy, and (5) total gastrectomy. These observations reaffirm the value of wide gastric resection and adequate lymphadenectomy but argue against a general policy of elective total gastrectomy in the curative treatment of gastric carcinoma.

Adenocarcinoma↗
PubMed1994

The prediction of portal pressure: a multivariate analysis of clinical data and intraoperative portal pressure.

Portal pressures were estimated non-invasively in 100 patients who underwent hepatic resection and completely fulfilled the 21 variables evaluated. Ten variables were selected from among all those in the univariate analysis, and a stepwise discriminant analysis revealed four independent significant variables, namely: The indocyanine green dye retention test at 15 min (ICGR15); the prothrombin time index; the platelet count; and the globulin fraction. An equation to estimate the portal pressure was made using the coefficients in the analysis, the reliability of which was confirmed (r = 0.70484, P = 0.0001). The univariate analysis revealed ten significant variables to discriminate portal hypertension, defined as a portal pressure of over 200 mmH2O. A multiple logistic regression analysis of these variables revealed two independent variables, being ICGR15 and the platelet count. Thus, we consider that our equation for estimating portal pressure is potentially useful, and that the platelet count and ICGR15 are the most significant parameters in discriminating between the presence or absence of portal hypertension. Moreover, a platelet count of less than 120 x 10(3)/mm3 and an ICGR15 value of more than 15% correlated well with portal hypertension.

Adult↗
PubMed2005

The physician as a factor in outpatient medical care after laparoscopically assisted vaginal hysterectomy: a multivariate analysis.

OBJECTIVE: To evaluate whether physician experience affects outpatient medical care utilization after laparoscopically assisted vaginal hysterectomy (LAVH). STUDY DESIGN: A total of 120 patients who underwent LAVH were included in the study; 84 underwent LAVH by 2 senior physicians, who had performed an average of 3 LAVHs per month for >6 years; 36 patients underwent LAVH by 3 junior physicians, who had performed an average of 1 case per month for < 3 years. Data were analyzed by the multiple linear regression model. The dependent variable was the number of outpatient visits within 3 months after discharge. The independent variables were patient age, parity, pelvic adhesions, chronic disease and physicians performing LAVH > 6 years. RESULTS: The patients in the 2 groups did not differ in age, parity, chronic disease or pelvic adhesions. The level of physician experience significantly influenced the mean number of outpatient visits after LAVH within 3 months. After controlling for patient characteristics, the mean number of outpatient visits after discharge within 3 months of LAVH performed by senior physicians with 6 years of experience was reduced (-1.98). CONCLUSION: LAVH performed by experienced physicians reduces the need for patients to seek postoperative outpatient medical care, thereby controlling medical costs incurred under the hospital global budget payment system. However, adding more variables to the multiple regression model, such as the socioeconomic status of patients, habits of seeking medical help, distance between home and hospital and relationship between patient and physician, may further explain the factors affecting outpatient medical care utilization.

Adult↗
PubMed1997

Determination of glucose in a biological matrix by multivariate analysis of multiple band-pass-filtered Fourier transform near-infrared interferograms.

A multivariate calibration method is described in which Fourier transform near-infrared interferogram data are used to determine clinically relevant levels of glucose in an aqueous matrix of bovine serum albumin (BSA) and triacetin. BSA and triacetin are used to model the protein and triglycerides in blood, respectively, and are present in levels spanning the normal human physiological range. A full factorial experimental design is constructed for the data collection, with glucose at 10 levels, BSA at 4 levels, and triacetin at 4 levels. Gaussian-shaped band-pass digital filters are applied to the interferogram data to extract frequencies associated with an absorption band of interest. Separate filters of various widths are positioned on the glucose band at 4400 cm-1, the BSA band at 4606 cm-1, and the triacetin band at 4446 cm-1. Each filter is applied to the raw interferogram, producing one, two, or three filtered interferograms, depending on the number of filters used. Segments of these filtered interferograms are used together in a partial least-squares regression analysis to build glucose calibration models. The optimal calibration model is realized by use of separate segments of interferograms filtered with three filters centered on the glucose, BSA, and triacetin bands. Over the physiological range of 1-20 mM glucose, this 17-term model exhibits values of R2, standard error of calibration, and standard error of prediction of 98.85%, 0.631 mM, and 0.677 mM, respectively. These results are comparable to those obtained in a conventional analysis of spectral data. The interferogram-based method operates without the use of a separate background measurement and employs only a short section of the interferogram.

Animals↗
PubMed2001

Multivariate analysis of oral hygiene data from a representative sample.

BACKGROUND: This analysis was based on an oral health survey with dental examination and interview by questionnaire. METHOD: The data set comprised a representative random sample of the over 14-year-old residents of the German Federal State of Saxony (n=714), in which a multivariate logistic regression analysis was conducted. The dependent variable was the debris index (DI) score of the oral hygiene index scoring system. The subjects were split into 2 groups by dividing DI scores into tertiles: those with acceptable oral hygiene (1st tertile, DI 0.00< or =1.20) and unacceptable oral hygiene (2nd and 3rd tertile, DI>1.20). The most important explanatory variable was the community periodontal index of treatment need (CPITN). RESULTS: The higher the CPITN score, the lower the probability of acceptable oral hygiene. In relation to the reference category score 0, higher CPITN scores were associated with acceptable oral hygiene, with an odds ratio 0.05 (95% confidence interval (CI)=0.01-0.23) for CPITN score 1, and an odds ratio 0.02 (95% CI: 0.01-0.08) for score 4. Further significant variables were: self-evaluation of tooth condition, gender, and the number of missing teeth.

Adolescent↗
PubMed2003

Conservative elective treatment of upper urinary tract tumors: a multivariate analysis of prognostic factors for recurrence and progression.

PURPOSE: We evaluate the safety and efficacy of conservative elective treatment of upper urinary tract tumors, and determine predictive factors for recurrence and progression to optimize indications of this type of treatment. MATERIALS AND METHODS: Since 1984 we have performed a prospective study of conservative treatment of single, low grade and stage, less than 3 cm. upper tract tumors. The study includes 54 patients with a normal contralateral kidney who had been followed for more than 36 months. Open conservative surgery was performed in 31 cases and endourological surgery in 23. Minimum followup was 36 months, maximum 210 and mean 84.8. Univariate and multivariate analyses of recurrence and progression were performed in relation to age, sex, association with a bladder tumor, bladder tumor stage and grade, sequence of bladder tumor in relation to upper urinary tract tumor, number of previous bladder tumor recurrences, association with bladder carcinoma in situ, upper urinary tract tumor grade, stage, location, size and therapy, and upper urinary tract cytology. RESULTS: Of the 54 patients 19 (35%) had recurrence, which was bilateral recurrence in 4, and progression occurred in 9 (16%). At the end of analysis 44 (62.9%) patients were disease-free and alive at a mean time of 92.88 months, 13 (24%) died disease-free at a mean of 72.7 months and 7 (12.9%) died of disease at a mean of 97.85 months. Cause specific mortality occurred in 7 (12.9% cases). Among the 54 initially conservatively treated units 42 (77.7%) kidneys were ultimately preserved. On univariate and multivariate analysis tumor location in the renal pelvis and association with a previous multi-recurrent bladder tumor were variables significantly related to recurrence and progression, as well as bilateral recurrence. CONCLUSIONS: Conservative treatment is an optional approach for select upper urinary tract tumors. The strongest risk factors for recurrence and progression were association with a previous multi-recurrent bladder tumor and tumor location in the renal pelvis but these conditions were also the strongest risk factors for bilateral recurrence. Conservative treatment can also be recommended in these cases but only with compliant patients and close followup.

Adult↗
PubMed1987

Morphological predictors of survival in colorectal carcinoma: univariate and multivariate analysis.

In 150 curative resected adenocarcinomas of the large bowel we analyzed the morphological parameters of the primary tumor and lymph node involvement which most efficiently expressed the relationship to survival time. Using univariate survival analysis (product limit estimator according Kaplan-Meier), several macroscopical and microscopical parameters of the primary tumor and lymph node involvement significantly correlated with survival time. A multivariate survival analysis of covariates according to the Cox regression model revealed that the significant correlations of all these parameters were expressed by a set of five variables: pT stage, number of inflammatory cells, sex, age, and pN stage. As shown by the Kaplan-Meier test, this set of variables allowed a more precise prediction of survival time than mere staging according to the TNM system. Parametric multiple stepwise survival analysis was inefficient. No distinct relationship was found between the morphology of the primary tumor and the involvement of lymph nodes.

Adenocarcinoma↗
PubMed2005

Fractional flow reserve for the prediction of cardiac events after coronary stent implantation: results of a multivariate analysis.

OBJECTIVE: To determine the prognostic value of fractional flow reserve (FFR) measurements after coronary stent implantation including multiple clinical and angiographic parameters collected in one centre. METHODS: 119 consecutive patients were enrolled who had a stent implanted with the use of a pressure wire as a guidewire. Patients were followed up for at least six months. Any death, myocardial infarction, and target vessel revascularisation were considered major adverse cardiac events (MACE). Multivariate logistic regression was used to determine adjusted odds ratios (OR) and 95% confidence intervals (CI) for FFR and covariates. RESULTS: Complete follow up data were available for all 119 patients. Pre-interventional FFR increased from 0.65 (0.15) to 0.94 (0.06) (p < 0.0001) after stent implantation. Eighteen MACE (15%) occurred during follow up including 15 (12.6%) target vessel revascularisations. Final FFR was significantly higher in patients without than in patients with an event (0.95 (0.05) v 0.88 (0.08), p = 0.001). In the multivariate logistic regression analysis, only final FFR < 0.95 (OR 6.22, 95% CI 1.79 to 21.62, p = 0.004) and reduced left ventricular function (OR 0.95, 95% CI 092 to 0.99, p = 0.021) remained as significant independent predictors for MACE. CONCLUSION: These results including multiple parameters underline that FFR after coronary stenting is a strong and independent predictor for subsequent cardiac events after six months' follow up.

Coronary Angiography↗
PubMed2007

Effect of surgical delay on outcome in hip fracture patients: a retrospective multivariate analysis of 192 patients.

Previous studies have not demonstrated consistent results on the effect of surgical delay on outcome. This study investigated the association between the delay to surgery and the development of postoperative complications, length of hospital stay (LOS) and one-year mortality. Patients that underwent surgery for a hip fracture in a two-year period were included in a retrospective study. Uni- and multivariate regression analysis was performed in 192 hip fracture patients. There was a trend towards fewer postoperative complications (P = 0.064; multivariate regression, MR) and shorter LOS (P = 0.088; MR) in patients with a delay of less than one day to surgery. No association between surgical delay and one-year mortality was found in the population as a whole (P = 0.632; univariate regression, UR). Delay to surgery beyond one day was associated with an increased risk of infectious complications (P = 0.004; MR). In ASA I and II class patients, operation beyond one day from admission was associated with an increased risk of one-year mortality (P = 0.03; MR) and more postoperative infectious complications (P = 0.02; MR). The trends towards fewer complications and shorter LOS suggest that early surgery (within one day from admission) is beneficial for hip fracture patients who are able to undergo an operation.

Aged↗