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Results for “multivariate analysis”

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PubMed1991

Multivariate analysis of family risk factors in predicting appointment attendance in a pediatric otology and communication clinic.

Parents of pediatric patients attending regional otologic medical clinics were given a questionnaire to document family risk factors predictive of poor appointment attendance, and to determine barriers which caused non-attendance of medical appointments. Family risk factors which affected clinic attendance were studied using univariate and multivariate analyses. Univariate analyses revealed all factors except patients' sex and family size to be correlated with attendance. However, multivariate analysis revealed that parental age (p less than 0.0153), ownership of car (p less than 0.0012), parental education (p less than 0.0048), and age of patient (p less than 0.0023) were major predictors of clinic attendance. Although ownership of a car was a major independent factor, it was highly correlated with parental age and parental education and only shown to be significant in the subset of patients not having access to public transportation. The identified parental factors which affect pediatric health care delivery underscores the importance of family centered case management in promoting the health care of children and casts doubt on the effectiveness of interventions which are solely centered on the patient or are designed to mitigate only one of these factors.

Adult↗

PubMed1994

Early and late results after correction for double-outlet right ventricle: uni- and multivariate analysis of risk factors.

Between April 68 and May 91, 59 patients underwent total correction for double-outlet right ventricle. The mean age was 59.2 +/- 7.8 months. The hospital mortality rate was 27%; it was 41% before 1980 and 13% thereafter. Low cardiac output failure was the leading cause of early death. Myocardial protection without cardioplegia and long cardiopulmonary bypass time were significant predictors of hospital mortality in univariate as well as in multivariate analysis. The late death rate was 7%. The actuarial survival rate was 67% (CL 55-80%) after 10 and 20 years. The reoperation rate was 42%, a loose VSD patch constituted the main indication (23%). The actuarial freedom from reoperation rate was 51% (CL 33%-69%) after 10 years and 31% (12%-50%) after 20 years. The mean follow-up time was 8.4 +/- 0.9 years (2 to 20 years). Seventy-five percent of all postoperative survivors are in NYHA functional class I and left ventricular ejection fraction is normal in 82%.

Adolescent↗

PubMed2002

Bronchopleural fistula after lung cancer surgery. Multivariate analysis of risk factors.

BACKGROUND: To elucidate retrospectively the risk factors for bronchopleural fistulae after lung cancer surgery. METHODS: The subjects were 1,177 patients with lung cancer who underwent surgery between 1983 and 1997. Twenty-two clinical factors were examined by logistic analysis. RESULTS: Bronchopleural fistulae were observed in 35 patients (32 males, 3 females) with a mean age of 64 years. Eighteen (51%) of 35 patients died of BPF-related complications. The significant risk factors obtained by univariate analysis were male gender, heavy smoking, current smoking, low level of %FVC, metastases to lymph nodes, squamous cell carcinoma, increased WBC, decreased albumin, advanced postsurgical stage, sleeve lobectomy, and resection of the right lower lobe or middle and lower lobe. The significant risk factors noted by multivariate analysis were heavy smoking (30 or more pack/years), current rather than past smoking, metastases to lymph nodes, decreased albumin (3.5 mg/dl or less), and resection of the right lower lobe or middle and lower lobe. CONCLUSIONS: The above risk factors must be taken into account before surgical techniques followed by adequate perioperative management are selected.

Adolescent↗

PubMed1992

[Relationship of the office intraocular pressure (IOP) to diurnal fluctuation of IOP in low-tension glaucoma: a multivariate analysis].

In 288 eyes of 114 low-tension glaucoma (LTG) patients, the mean, peak, trough and magnitude of the diurnal fluctuation of the intraocular pressure (IOP) determined over a period of 24 hours (diurnal IOP) were correlated with the IOPs recorded at the daytime office (office IOP), refraction, extent of visual field loss, age, sex, blood pressure and obesity index by the method of multivariate analysis. Only the mean office IOP was found to have a statistically significant contribution for estimating the mean, peak and trough of the diurnal IOP with the proportion (R) of 0.71 0.67 and 0.68 respectively. Furthermore, an analysis of the IOP data obtained from 118 LTG suspects using the receiver operating characteristics (ROC) curve showed that a patient whose peak diurnal IOP exceeds 21 mmHg could be detected with a sensitivity of 100% and a specificity of 46% if around-the-clock IOP measurements were carried out in patients whose mean office IOP are above 16 mmHg at least in one eye. In view of high prevalence of LTG in Japanese, estimation of mean diurnal IOP from mean office IOP and exclusion of primary open angle glaucoma using the mean office IOP of 16 mmHg as a cutoff IOP level are thought to be clinically useful.

Adult↗

PubMed2002

Assessment of land-use impact on macroinvertebrate communities in the Zwalm River basin (Flanders, Belgium) using multivariate analysis and geographic information systems.

Relationships between land-use and river water quality assessed by means of biological and physical-chemical variables and habitat characteristics were analysed for the Zwalm River basin in Flanders (Belgium). The research focussed on three zones within this river basin, each characterized by different land uses, and consequently, different types of pollution, mainly of diffuse origin. Environmental data have been integrated within a Geographic Information System. Possible relationships between aquatic ecosystem and land-use variables were searched for by means of multivariate analysis.

Agriculture↗

PubMed1990

[Multivariate analysis for the understanding of typical diabetic hemostasis criteria. 2. Prevalent thrombocytic markers].

Various thrombocyte functions and metabolic criteria were investigated in 309 test persons, among them 198 Patients affected with diabetes mellitus, 67 of type I and 131 of type II as well as 111 healthy control persons. From the variety of these factors an optimal amount was determined by means of the statistical method of multivariance analysis separating both types of diabetes and healthy control persons. In addition to haemoglobin A1 concentration, thrombocyte parameters have been found together with the degree of capillary fragility, adrenalin-induced aggregation, platelet aggregation test and clot retraction, which allow individuals to be assigned diagnostically to various groups of test persons. Thus, thrombocyte functions found in both types of diabetes and normal persons exhibit differences which may contribute to a diagnostic classification.

Adult↗

PubMed2003

Liver resection for hepatocellular carcinoma on cirrhosis: univariate and multivariate analysis of risk factors for intrahepatic recurrence.

OBJECTIVE: To evaluate prognostic factors that could affect disease-free survival and recurrence after liver resection for hepatocellular carcinoma (HCC) on cirrhosis. SUMMARY BACKGROUND DATA: Tumor recurrence is the main cause of poor survival after liver resection for HCC on cirrhosis. METHODS: Two hundred twenty-four liver resections for HCC on cirrhosis were retrospectively reviewed. Univariate and multivariate analyses were performed on several clinicopathologic variables to analyze factors affecting long-term outcome and intrahepatic recurrence. The relation between preoperative aminotransferase level and recurrence rate was evaluated in the overall group, and separately in HCV-positive and in HBsAg-positive patients. Median follow-up was 35.6 months. RESULTS: The 1-, 3-, and 5-year overall survival rates were 83%, 62.8%, and 42.5%, respectively. The 1-, 3-, and 5-year disease-free survival rates were 70.3%, 43%, and 27.4%, respectively. The 1-, 3-, and 5-year recurrence rates were 20.8%, 38.6%, and 54.4% respectively. Tumor recurrence appeared in 93 patients (41.5%) and was the main cause of death in 51 patients (56%). Number of nodules, tumor capsule, microvascular portal vein thrombosis, and preoperative serum aspartate aminotransferase (AST) level significantly affected disease-free survival and recurrence rates. On multivariate analysis, single nodules and preoperative AST level less than twice normal (2N) were related to a better 5-year disease-free survival and lower tumor recurrence. In particular, among HCV-positive patients the recurrence rate was strongly affected by the preoperative AST level. CONCLUSIONS: Child A patients with single nodules are the best candidates for liver resection. Tumor recurrence is strictly linked to the status of the underlying liver disease, and a preoperative AST level equal to 2N seems to be a sensitive cutoff among patients with different risks of recurrence. HCV-positive patients with AST levels above 2N have the highest risk for intrahepatic recurrence and should be monitored carefully or offered alternative treatments.

Adult↗

PubMed1996

Prolonged survival in follicular non Hodgkins lymphoma is predicted by achievement of complete remission with initial treatment: results of a long-term study with multivariate analysis of prognostic factors.

Prognostic factors among 200 patients with follicular non-Hodgkin's Lymphoma (NHL) (categories B to D of the Working Formulation) requiring systemic therapy were investigated. In univariate analyses factors that had a favourable influence on survival included complete response to treatment, female sex and age < 60 years, while the presence of B-symptoms was a weakly adverse prognostic factor. In a multivariate analysis only the achievement of CR (chi square = 5.9, p = 0.015) and sex (chi 2 = 5.9, p = 0.015) were significant prognostic factors for survival. Not only was achievement of CR predictive of survival, CR duration > or = 2 years was associated with median overall survival in excess of 6 years. These results suggest that patients who are responsive to first line chemotherapy have a good prognosis and that experimental treatments such as high dose chemotherapy with hemopoetic rescue should be reserved for patients who either fail to achieve CR with initial therapy or who relapse within 2 years of initial treatment.

Age Distribution↗

PubMed1999

A multivariate analysis of lower urinary tract ageing and urinary symptoms: the role of fibrosis.

An investigative trial including 72 patients who underwent open surgery for benign prostatic hypertrophy (BPH) induced urinary symptoms was carried out with the purpose to obtain a deeper insight in the pathophysiology of this clinical picture. Prostate weight, stroma to parenchyma ratio, bladder wall fibrosis, I-PSS score, residual urine and uroflow obtained from these patients were processed by statistical multivariate analysis. The results point out the pivotal impact of prostate and bladder wall fibrosis in conditioning biological and chronological ageing of the lower urinary tract and relative symptoms.

Age Factors↗

PubMed2000

[Prognostic factors in advanced pancreatic cancer. Multivariate analysis of predictive survival score. University Surgery Association].

STUDY AIM: To identify prognostic factors in advanced pancreatic cancer and to define a predictive score. PATIENTS AND METHOD: One hundred and sixty six patients were included in this multicentre study. Seventeen covariables were prospectively collected for each patient. Covariables associated with survival (p < 0.10) were analysed by a stepwise Cox model. RESULTS: Four prognostic factors were selected on multivariate analysis: pain (RR 1.5; CI: 1.1-2.0), ascites (RR 1.7; CI: 1.0-2.9), weight loss > 10 kg (RR 1.4; CI: 1.0-2.0), and metastases (RR 2.3: CI: 1.6-3.2). A score was defined by attributing a value of one for pain, ascites and weight loss, and two for metastases. Patients with a score > 2 had a median survival of 2 months (SE: 0.5), and patients with a score < or = 2 had a median survival of 6 months (SE: 0.6) (Logrank p < 0.0001). CONCLUSION: The proposed score may be helpful in therapeutic decisions concerning surgery, palliative chemotherapy and/or radiotherapy. However, this score must be validated on an independent series of patients.

Adult↗

PubMedDate not supplied

Multivariate analysis of factors associated with smoking cessation in women.

BACKGROUND: Appropriate smoking cessation techniques, including counseling patients to stop smoking, could prevent multiple health-related problems. Identification of relevant factors in patients that smoke may be beneficial in targeting smoking cessation efforts. This investigation explores various factors associated with smoking cessation, specifically in women. METHODS: All women (n = 675) presenting to a breast health center over a one year period were surveyed regarding their tobacco use. Any association between smoking cessation and various factors was determined by multivariate analysis. RESULTS: Our population consisted of 47% African American women, 43% Caucasian women, and 10% women of other ethnicities. Sixty percent of all women never smoked. Of the women who had smoked, 57% quit. Except for alcohol use and exercise, no factor, including ethnicity, was associated with never smoking. Smoking cessation was associated with being married, being Caucasian, not using alcohol, and exercising. However, only Caucasian race and marriage were independently associated with smoking cessation. DISCUSSION: In our population, African American women had a lower proportion of smoking cessation than Caucasian women. In patients with similar access to care, specifically preventive care, there are ethnic and social differences in smoking cessation.

Adult↗

PubMed1995

Epilepsy associated with cerebral arteriovenous malformations: a multivariate analysis of angioarchitectural characteristics.

PURPOSE: To identify the morphological vascular characteristics of cerebral arteriovenous malformations (AVMs) that predict a clinical presentation of epilepsy. METHOD: Fifteen angioarchitectural characteristics of brain AVMs were selected for assessment in 100 consecutive patients referred to our institution for endovascular treatment. In this population, 47% of the AVMs were diagnosed as a consequence of epilepsy. The angioarchitectural characteristics and population demographics were statistically analyzed by means of multivariate analysis. RESULTS: The following six parameters were found to be the most predictive of epilepsy: cortical location of the AVM, feeding by the middle cerebral artery, cortical location of the feeder, absence of aneurysms, presence of varix/varices in the venous drainage, and association of varix and absence of intranidal aneurysms. Three factors were not among the most predictive factors of epilepsy but were significantly associated with the onset of seizures: AVM feeding by the external carotid artery, a temporal cortical location, and a parietal cortical location. CONCLUSION: Detailed analysis of the angioarchitecture of intracranial AVMs has helped us identify features that strongly correlate with epilepsy. This may aid in future understanding of the physiopathologic mechanisms in epilepsy associated with AVMs, and in identifying goals of treatment for epileptogenic AVMs.

Adolescent↗

PubMed1991

Selective contraindications based on multivariate analysis for operative cholangiography in biliary lithiasis.

This study was done to select patients with a low risk of common bile duct (CBD) stones in whom operative cholangiography could be avoided. Operative cholangiography was performed upon 511 patients. Two different groups of patients were identified--patients with CBD stones visualized by CBD exploration (n = 90) and patients with no CBD stones at the time of operative cholangiography (n = 421). Multivariate analysis (stepwise logistic regression) showed that five variables were correlated with the presence of CBD stones--size of CBD equal to or greater than 12 millimeters, gallstones equal to or less than 10 millimeters, advanced age, chronic or acute cholecystitis and past history of biliary colic. Using a scoring system, a group of patients with a low risk (less than 2 percent) of CBD stones could be easily determined. In this group of patients, operative cholangiography may be avoided.

Adult↗

PubMedDate not supplied

Multivariate analysis of prognostic features in malignant pleural effusions from breast cancer patients.

To identify prognostic indicators in breast cancer patients with malignant pleural effusions, we analyzed the cytopathologic features of 57 fluids representing the first pathologic diagnosis of a distant metastasis in these women. The specimens were analyzed prior to reviewing the clinical records. The median survival of 55 patients who died of the disease was five months following the effusion diagnosis (range, 1-114). Univariate analysis identified three cytopathologic features that correlated with relatively prolonged survival: arrangement of tumor cells in spheroids, slight nuclear atypia and low mitotic rate. Women whose tumor cells formed spheroids survived a median of 24.5 months as compared to 4 months for women with all other architectural patterns (P = .004). Multivariate analysis revealed that slight nuclear atypia and low mitotic rate strongly correlated with spheroid formation. Since breast cancers that form spheroids in effusions portend a relatively favorable prognosis, we recommend that cytopathologists comment on this pattern when reporting on metastatic breast carcinoma in pleural fluids.

Adult↗

PubMed1992

Prognostic factors in metastatic neuroblastoma. A multivariate analysis of 182 cases.

The purpose of our study was to investigate the interrelationship of known and possible new risk factors in patients with metastatic neuroblastoma and to define groups at risk. The possible influence of 37 variables on event-free survival (EFS) was analyzed univariately in 308 consecutive patients using the Kaplan-Meier estimate. Fifteen factors were identified (p less than 0.05, logrank greater than 3.84) of whom eight showed a nonrandom correlation to several others (chi 2-test, p less than 0.05). Seven noncorrelated factors [lactate dehydrogenase (LDH) level, resectability of the primary tumor, histologic grade, leukopenia, presence of symptoms, general condition, and age at diagnosis] were included in the multivariate analysis of 182 patients according to the Cox model. The variables LDH (p = 0.0007), resectability (p = 0.0063), histologic grade (p = 0.0055), and leukopenia (p = 0.0470) were identified multivariately as prognostic factors for EFS. These results permitted the classification of patients into three prognostic groups. The 6 year event-free survival for group IV-A (LDH normal) was 0.37 +/- 0.12, for group IV-B (LDH abnormal, additional risk factors favorable) 0.18 +/- 0.10, and for group IV-C (LDH abnormal, 1-3 additional risk factors unfavorable) was 0.08 +/- 0.03. We conclude that the proposed clinicopathological classification may prove to be a reliable and easily applicable tool for estimating the outcome of metastatic neuroblastoma in children.

Child, Preschool↗

PubMed1997

Stenosis of a portacaval anastomosis affects circadian locomotor activity in the rat: a multivariable analysis.

The study of hepatic encephalopathy is limited by the lack of standardized experimental models to assess behavior. We have shown that rats continuously monitored while running on a wheel show abnormalities of the circadian rhythm of locomotor activity after portacaval anastomosis (PCA), such that entrainment of running activity to the light-dark cycle is severely impaired. To identify factors that affect postoperative circadian behavior, we have performed a multivariable analysis of 69 sham-operated controls and 107 rats after PCA. Our results indicate that shunt stenosis, as determined by the pressure gradient from the splenic pulp to the inferior vena cava, ameliorated the postoperative deterioration of the circadian rhythm. In addition, postoperative behavior was affected by preoperative performance, diet, and gender. Postoperative body weight gain, spleen weight, and liver atrophy did not impact this model. Because shunt stenosis is known to ameliorate hepatic encephalopathy in humans, our findings support the validity of this behavioral end point as a correlate of hepatic encephalopathy. Measurement of the pressure gradient across the anastomosis and achievement of sufficient preoperative entrainment appear critical for the standardization of the model.

Animals↗

PubMed1993

Long-term results of transhiatal esophagectomy for esophageal carcinoma. A multivariate analysis of prognostic factors.

BACKGROUND: Perioperative mortality and survival after esophagectomy have improved over the past 10 years. Although stage is the most powerful predictor of long-term survival, it remains unclear whether other factors influence prognosis. METHODS: Between 1981-1991, 100 patients with esophageal carcinoma were uniformly treated by transhiatal esophagectomy without adjuvant therapy. Results and prognostic factors of long-term survival were analyzed by univariate and multivariate analyses (log-rank test and Cox regression model). RESULTS: Forty-eight patients had severe associated medical conditions, and 26 patients were older than 69 years of age. Mortality was 3%, and morbidity was 68%. With a median follow-up of 52 months, median survival was 18 months. The overall 5-year survival was 23%, but it was 63% for early stages (pT1 + pT2). In the multivariate analysis, the risk of dying was increased by 4.9 (risk ratio) for patients with carcinomas invading beyond the muscularis propria (pT3 + pT4), compared to lower stages (pT1 + pT2) (P < 0.0001). To a lesser extent, longterm survival was also adversely affected by transfusions (packed erythrocytes) after controlling for stage (risk ratio 1.7; P = 0.047). Age (> 69 years), preoperative weight loss, tumor location, histology (adenocarcinoma versus squamous cell carcinoma), fresh frozen plasma, and splenectomy did not influence survival. CONCLUSION: In this study, transhiatal esophagectomy provided palliation for esophageal cancer with a low-perioperative mortality. Prolonged survival or cure was obtained for the majority of patients operated on in the early stages. Blood transfusions had a slight adverse effect on long-term survival.

Adenocarcinoma↗

PubMedDate not supplied

[Multivariate analysis of risk factors associated with dehiscence of colorectal anastomosis after anterior or lower anterior resection for sigmoid or rectal cancer].

INTRODUCTION: Clinical anastomotic leakage remains a major problem after anterior or low anterior resection for rectal or sigmoid cancer. OBJECTIVE: To analyze risk factors associated with this complication. MATERIAL AND METHODS: From January 1992 to December 2000, 232 anterior or low anterior resections were performed. An univariate and multivariate analysis were performed as to find the risk factors. RESULTS: There were 122 females and 110 males, mean age was 58.5 +/- 14.1. Tumors were located as follows: low third (n = 10), middle third (n = 104), upper third (n = 52) and sigmoid (n = 66). Ninety-two patients received preoperative radiotherapy +/- chemotherapy. Twenty-six (11.6%) had diabetes mellitus, 52 (22.4%) hypertension and 31 (13.4%) mixed cardiopathy. Forty-six patients (19.8%) had > 90% of tumor obstruction. Mean levels of serum albumin and lymphocytes were 3.7 +/- .62 g/L y de 2,026 +/- 1,576/mm3, respectively. Tumors mean distance from the anal verge was 10.2 +/- 6.7 cm. Colorectal anastomoses were performed with the following techniques: double stapled (n = 92), single stapled (n = 85) and manual (n = 55). Multivisceral resection was performed in 29 patients (12.5%); a diverting colostomy was performed in 54 patients (23.2%). Mean intraoperative haemorrhage was 505.3 +/- 393.5 mL. Mean operative time was 267.4 +/- 83 min. Sixty patients (27.2%) received blood transfusion. Mean tumor size was 4.8 +/- 2.6 cm. Tumor stage was as follows: T0-, T2, N0 (n = 60), T3, T4, N0 (n = 103), any T, N+ (n = 55) y T3-4, N+, M+ (n = 14). Nineteen patients (8.1%) developed clinical anastomotic leakage. No operative mortality was observed. Adverse risk factors for clinical anastomotic leakage were: gender (male), preoperative albumin levels < 3 g/L, preoperative tumor obstruction (> 90%) and distance of the anastomosis from the anal verge (< 7 cm). CONCLUSIONS: In patients with these adverse risk factors a diverting colostomy or ileostomy should be performed, as to avoid fecal peritonitis.

Anastomosis, Surgical↗