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Results for “multivariate analysis”

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PubMed1999

[A computerized multivariate analysis in the assessment of the prognosis of breast cancer after surgical excision].

BACKGROUND: The prognostic parameters most universally accepted as indicative for the assessment of 5 and 10 year survival in breast cancer are considered. METHODS: The aims of this study were to elucidate the relationships among these parameters and to determine the specific interrelations of these prognostic factors. These parameters (age, grading, tumour size, lymphatic and vascular invasion, necrosis, lymph node status and number of nodes positive) are analysed by univariate and multivariate analysis on a series of 75 patients. RESULTS: The analysis performed confirms prognostic accuracy of age, tumor size, number of nodes positive (p < 0.05, p < 0.001, p < 0.003, respectively) when considered singularly but the impossibility of deriving any benefit from the study of their reciprocal interrelations. CONCLUSIONS: This is due to the importance of each parameter assumes independently from the other and to the reciprocal compensation that occurs when all possible interactions are considered.

Adult↗

PubMed2000

Multivariable analysis of prognostic factors for toxicity and survival for patients enrolled in phase I clinical trials.

BACKGROUND: Patients with advanced solid tumors may be included in phase I clinical trials. In such studies, the benefit expected is generally lower than the likelihood of toxicity and may even be non-existent if the patient's life expectancy is too short. This study was performed to identify prognostic variables for toxicity and survival in patients who participate in phase I clinical trials. PATIENTS AND METHODS: One hundred fifty-four patients treated on a phase I clinical trial in our institute were evaluated retrospectively. Univariable and multivariable analyses of patients' characteristics were undertaken to determine their effects on the probability of grade 3 and 4 toxicity and on survival. RESULTS: Grade 3 or 4 toxicity was experienced by 56 patients (36%): dosage level at entry (P < 0.001) and age over 65 years (P = 0.03) were independently associated with the risk of toxicity. Median overall survival was 5 months. The multivariable analysis identified performance status 2 or 3 (P < 0.001) and lactate dehydrogenase levels greater than 600 UI (P < 0.001) as independent adverse prognostic variables for overall survival. Using these two parameters, we determined a prognostic index which allowed us to discriminate three risk groups of patients with an observed median survival of 8.5, 4.5 and 1.5 months, respectively. CONCLUSIONS: Subgroups with different survival expectancy can be identified among patients who are eligible for phase I clinical trials. If confirmed, the proposed prognostic model may be useful for therapeutic decision making in palliative oncology.

Adult↗

PubMed2005

Multivariate analysis of clinical parameters of synchronous primary superficial bladder cancer and upper urinary tract tumor.

PURPOSE: We determined the incidence and characteristic of synchronous upper urinary tract tumors (UUTTs) in patients with primary superficial bladder carcinoma and evaluated the characteristics of bladder tumors related to UUTTs. MATERIALS AND METHODS: We performed a retrospective study of 1,529 patients with primary superficial bladder carcinoma who underwent initial examination of the upper urinary tract with excretory urography. Data were analyzed by multivariate analysis using logistic regression. Variables evaluated and related to the incidence of UUTT were multiplicity, carcinoma in situ, bladder tumor size, localization of tumor in the bladder, and tumor grade and stage. RESULTS: A total of 28 patients (1.8%) had simultaneous bladder tumor and UUTT. UUTTs showed no preferred location and 17.9% were multiple. Of UUTTs 46% were invasive and almost 87% were grade 2 or 3. The only significant variable related to UUTT was bladder tumor in the trigone (RR 5.8, 95% IC 2.18 to 15.9, p <0.0005). Of 147 tumors located in the trigone 11 (7.5%) were associated with UUTT, corresponding to 41% of the UUTTs first diagnosed. If multiplicity and tumors in the trigone (551 cases) had been considered, 66.7% of tumors would have been diagnosed. CONCLUSIONS: Synchronous UUTT and superficial bladder tumor are uncommon but 46% are invasive. Considering the possible examination of the upper urinary tract only in patients with tumor in the trigone or with multiple bladder tumors 41.4% or 69% of UUTTs, respectively, would have been diagnosed. Patients with tumor in the trigone are at almost 6-fold higher risk for a synchronous tumor in the upper urinary tract.

Aged↗

PubMed1990

Multivariate analysis in the prediction of death in hospital after acute myocardial infarction.

Prognostic factors in patients with acute myocardial infarction based on clinical and investigative data on admission were evaluated prospectively in 111 consecutive patients. Seventeen patients (15.3%) died during hospital stay. Age, a previous infarct, high Killip class, cardiomegaly, high serum concentrations of cardiac enzymes, a low ejection fraction, and a high wall motion score index correlated significantly with in-hospital mortality; whereas sex, risk factors, and pericardial effusion did not. Multivariate analysis showed that age and the wall motion score index were the best predictors of death in hospital. Wall motion detected by cross sectional echocardiography may reflect the extent of myocardial involvement. Age and wall motion score index predicted in-hospital mortality with a sensitivity of 76.5%, a specificity of 91.5%, and a predictive accuracy of 89.2%. Age and the wall motion score index can be determined on admission and are useful for identifying patients at high risk of cardiac death who might benefit from early intervention.

Adult↗

PubMed2004

Determinants of intellectual outcome after surgical revascularization in pediatric moyamoya disease: a multivariate analysis.

OBJECTS: The aim of this study was to clarify predictors for poor intellectual outcome in pediatric moyamoya disease. METHODS: Fifty-two pediatric patients were included. Clinical diagnosis was transient ischemic attacks (TIA) in 35 and completed stroke in 17. Ten patients underwent indirect synangiosis through "small craniotomy," whereas the other 42 underwent superficial temporal artery (STA)-middle cerebral artery (MCA) anastomosis and indirect synangiosis through "large craniotomy." Full-scale IQ (FSIQ) was measured using the Wechsler intelligence scale for children (WISC) after surgery. Multivariate logistic regression models were applied to test the effect of clinical factors on intellectual outcome. RESULTS AND CONCLUSION: Eight patients revealed mentally impaired status (FSIQ<70). Multivariate analysis revealed that completed stroke and "small craniotomy" surgery were significantly associated with poor intellectual outcome. Odds ratios of each factor were 33.4 (95% CI, 2.4-474) and 19.6 (95% CI, 1.8-215) respectively. Early diagnosis and the revascularization procedure over as wide an area as possible may be essential to improve their intellectual outcome.

Cerebral Revascularization↗

PubMed1991

Multivariate analysis of prognostic factors in stage IV follicular low-grade lymphoma: a risk model.

We analyzed the records of 96 previously untreated patients with stage IV follicular low-grade lymphoma (FLGL) uniformly treated with cyclophosphamide, doxorubicin, vincristine, prednisone, and bleomycin (CHOP-Bleo) chemotherapy from 1972 to 1982. The overall complete remission (CR) rate was 77%. At a median follow-up of 138 months, the 10-year cause-specific survival rate was 42% with a median survival of 100 months. Failure-free survival (FFS) was 15% at 10 years with a median FFS of 30 months. Multivariate analysis showed peripheral lymph node size (LN), degree of marrow involvement, and sex, in that order, to be important for FFS, while the number of extranodal sites (#ENS), LN, sex, and degree of marrow involvement were important for cause-specific survival. We devised a tumor burden (TB) model, incorporating #ENS, LN, and degree of marrow involvement. Three groups were identified with statistically significant differences in cause-specific survival and FFS. Those with low TB (one ENS exclusive of extensive marrow and nodal disease less than 5 cm) had a 10-year cause-specific survival of 73% compared with 24% for patients with high TB (greater than or equal to two ENS and nodal disease greater than or equal to 5 cm) (P less than .001) and 40% for those with intermediate TB (either greater than or equal to 2 ENS, or extensive marrow only, or nodal disease greater than 5 cm) (P = .050). Patients with low TB had a 10-year FFS rate of 32%, while the intermediate and high TB groups had 10% and 9% FFS, respectively (P = .003). Because sex was a very strong prognostic variable, we created a risk model for survival and FFS based on TB and sex. Females with low TB had the best prognosis (92% survival and 50% FFS at 10 years) and males with high TB had the worst outlook (median survival and FFS, 43 and 12 months, respectively). Other TB-sex combinations defined two groups with statistically significant differences in survival but comparable FFS. This model should aid in the design and analysis of future trials.

Antineoplastic Combined Chemotherapy Protocols↗

PubMed2002

Leiomyosarcoma of somatic soft tissues: a tumor of vascular origin with multivariate analysis of outcome in 42 cases.

Leiomyosarcomas of the somatic soft tissues (SST) are rare compared with their retroperitoneal and cutaneous counterparts and, therefore, have not been extensively studied. We have analyzed the clinicopathologic features of 42 SST leiomyosarcomas referred in consultation to determine what factors affect outcome. Cutaneous, visceral, retroperitoneal, uterine, gastrointestinal, and major vessel leiomyosarcomas were excluded. By definition all lesions possessed at least focal cytologic atypia and mitotic activity, although the latter varied from <1/10 high power fields to 66/10 high power fields. The patients (21 females and 21 males) ranged in age from 26 to 86 years (mean 60 years); tumors developed in the lower (n = 28) or upper extremity (n = 11) and trunk (n = 3). Most arose in deep (n = 27) as opposed to superficial (n = 15) soft tissue; 39 arose from a small vein. During the follow-up period (mean 47 months, range 9-162 months), 3 of 38 (8%) patients developed local recurrence and 17 of 38 metastasized (45%) mostly to the lungs. In a univariate analysis age >62 years, size >4 cm, extensive necrosis, modified updated French Federation of Cancer Centers (FFCC) grade, and whether the tumor had been "disrupted" by a previous incisional biopsy or incomplete excision were significantly correlated with metastasis. AJCC stage also approached significance (p = 0.096) but could not be reliably tested because of the sparseness of the data. In multivariate analyses the logistic regression model that best predicted metastasis at 36 months incorporated the effects of age, FFCC grade, and disruption and had a sensitivity of 94.1% and a specificity of 95.2%. Disruption was the only significant risk factor for metastasis in a multivariate analysis (relative risk 2.70; p = 0.0001) but was strongly correlated with large size and deep location. Other parameters did not improve the predictive power of the model significantly. We concluded that the majority of SST leiomyosarcomas are actually of vascular origin, an observation that has clinical and possibly biologic ramifications. Our histologic definition of leiomyosarcoma to include atypia and any level of mitotic activity appears warranted by the biologic outcome in our cases. The risk of metastasis can be calculated from a model incorporating age, FFCC grade, and disruption. Because disruption correlates with size and depth, it could represent a surrogate as opposed to causal marker for metastasis. Nevertheless, in view of their vascular origin, the possibility that tumor disruption may facilitate or promote access to the bloodstream merits further study.

Adult↗

PubMed1994

A multivariate analysis of clinicopathologic factors for predicting outcome in uterine sarcomas.

This study involved a comprehensive review of the histologic slides of 62 patients who were diagnosed with uterine sarcoma from 1978 through 1988 at a single institution. In addition, DNA content (ploidy level) could be determined from the H & E slides of these tumors using image analysis. Also, 42 of these cases had retrievable cell blocks on which DNA analysis was performed by means of flow cytometry. A linear regression analysis found a high degree of correlation (r = 0.8) between the measurement of the DNA index of these tumors by these two techniques. All cases were retrospectively restaged using the newly adopted FIGO surgical staging criteria which found the following distribution: 22 (35.5%) Stage I, 10 (16.1%) Stage II, 12 (19.4%) Stage III, and 18 (29%) Stage IV. A multivariate analysis of 60 evaluable patients using the Cox proportional hazard model found that surgical staging was the most significant prognostic factor with respect to the endpoint of overall survival (P = 0.00004). Both patient age at diagnosis and mitotic index were independent from surgical staging in predicting outcome. Furthermore, there was a trend suggesting that DNA index also had prognostic value. Of particular interest was that patients with diploid tumors (DNA index, 0.9-1.1) had a 5-year overall survival of 72% and did not approach median survival; however, hyperdiploid tumors (DNA index > 1.1) and hypodiploid tumors (DNA index < 0.9) were associated with median survivals of 18 and 12 months, respectively. In conclusion, this study supports the use of surgical staging of patients with uterine sarcomas in order to optimally determine their chance for survival. Further biologic investigations which may result in identifying those patients who could benefit from adjunctive treatment are recommended.

Adult↗

PubMed1993

Infection of pulmonary artery catheters. Epidemiologic characteristics and multivariate analysis of risk factors.

Sixty-nine consecutive pulmonary artery catheters (PACs) were prospectively studied in a medical-surgical intensive care unit. Fifteen (21.7 percent) and two (2.9 percent) of the PACs were associated with colonization and bacteremia, respectively. These data represent an incidence of 4.98 and 0.66 episodes per 100 catheterization-days, respectively. Coagulase-negative staphylococci were the most common isolates. The source of the colonizing microorganism was the skin in 56 percent of cases, hubs in 28 percent, and unknown in 16 percent. From multivariate analysis, only more than 5 days of catheterization was significantly associated with a greater risk of colonization. Antimicrobial use was associated with negative cultures. The most useful method to diagnose colonization was the examination of both tip and intradermal segments. In addition, we suggest associate hub cultures when catheter-related bacteremia is suspected. These data may be useful in improving efficacy in the diagnosis and prevention of PAC-related infection.

Bacteremia↗

PubMed1993

Effects of flavonoids on the release of reactive oxygen species by stimulated human neutrophils. Multivariate analysis of structure-activity relationships (SAR).

In the present study we measured the inhibition by 34 compounds, either flavonoids or related substances, of the release of reactive oxygen species by human neutrophils after stimulation by three agents: the bacterial peptide N-fMetLeuPhe (FMLP), the protein kinase C activator phorbol myristate acetate (PMA) or opsonized zymosan (OZ), using two chemiluminescent probes, lucigenin or luminol in the presence or absence of horseradish peroxidase (HRP). The data matrix (34 x 7) was submitted to multivariate analysis: first, a correspondence factorial analysis to uncover levels of correlation among the biochemical parameters and the specificity of action of the test-compounds and second, a minimum spanning tree analysis that classified the chemical structures into a network describing both specificity and amplitude of the inhibition of the chemiluminescence response. The major conclusions of the analyses were: (a) opposition between inhibition of poly-morphonuclear leukocytes (PMNs) stimulated by FMLP and of PMNs stimulated by PMA or OZ implying that, for the molecules under study, there was a fundamental difference in the manner in which this inhibition occurred and, conversely, a difference in the nature of the stimulatory action of these activators. Molecules lacking hydroxyl groups on ring B, i.e. chrysin, chalcone, flavone and galangin, molecules glycosylated in position 7, i.e. hesperidin and naringin and ring B mono-hydroxylated molecules were, for the most part, at the origin of this dichotomy and might interfere with the membrane FMLP receptor; (b) a marked difference in chemiluminescence inhibition in the presence or absence of HRP that can be explained by the differential action of catechins compared to flavone and flavonol derivatives; (c) a similarity in biological profile between non-flavonoids such as chalcone and phloretin and low mean-activity flavonoids such as chrysin and galangin and between the non-flavonoid curcumin and the highly active flavonoid isorhamnetin; (d) a reaffirmation of the importance of ring A (C5,7) and ring B (C3',4') dihydroxylation, ring C (C3) hydroxylation, but also of the presence of a methoxy group on ring B in engendering high potency. This potency is generally decreased by C2-C3 saturation and by glycosylation. The most active molecules identified in this study provide valuable information for the selection of simpler molecules (e.g. metabolites accounting for the potency of orally administered flavonoids) for further structure-activity relationship (SAR) studies that could lead to the design of novel drugs or prodrugs.

Acridines↗

PubMed2003

[Multivariate analysis of recurrence and progression in stage T1 transitional-cell carcinoma of the bladder. Prognostic value of p53 and Ki67].

OBJECTIVE: To establish prognostic factors of recurrence and progression in stage T1 transitional cell bladder carcinoma, paying special attention to prognostic value of p53 and ki67. MATERIALS AND METHODS: 175 patients with incident bladder tumour at T1 category. The immunohistochemical study was performed using the monoclonal antibodies DO-7, for p53 and MIB-1, for ki67. Kaplan-Meier methodology was used, and a multivariate analysis using Cox's proportional hazards model was carried out in order to determine the variables associated with recurrence and progression. ROC curves were also drawn up. RESULTS: The average follow up period was 8.55 years. 5 and 12-year recurrence-free survival rates were 57.98% and 48.47%. The independent variables for recurrence were histological grade, tumour multifocality, tumour size > 3 cm, presence of carcinoma in situ and ki67 expression. 5 and 12-year progression-free survival rates were 83.12% and 75.63%. The independent variables for progression were age, tumour multifocality, solid microscopic morphology, p53 expression and ki67 expression. CONCLUSIONS: Solid microscopic pattern and p53 expression are the variables which best predict progression. A positive relationship was observed between p53 and progression: the greater the expression of p53, the greater the progression. Tumour multifocality and ki67 expression > 27% are the main prognostic factors for recurrence.

Aged↗

PubMedDate not supplied

Influence of prognostic factors on the outcome of liver transplantation for hepatocellular carcinoma on cirrhosis: a univariate and multivariate analysis.

BACKGROUND/AIMS: Hepatocellular carcinoma is related to liver cirrhosis in 70-85% cases. During the '80s, the best treatment was represented by liver resection. Recently, liver transplantation has been introduced as an optimal therapeutic alternative. The purpose of this study is to select the best candidates for liver transplantation considering several prognostic factors that are related to tumor characteristics. METHODOLOGY: Among 573 liver transplantations, we have retrospectively analyzed 87 patients undergoing liver transplantation for hepatocellular carcinoma on cirrhosis; in 30 (34.5%) patients, hepatocellular carcinoma was an incidental finding in the surgical specimen. RESULTS: Operative mortality was 2.2% (2/87). Twenty-five patients died during the follow-up. The main cause of death was represented by tumor recurrence in 10.3% of cases. The 3-year and 5-year overall survival was 71.6% and 66.2% respectively. On a univariate analysis, the only variable significantly related with overall-survival was alpha-fetoprotein levels (p=0.01). Furthermore, alpha-fetoprotein, the diameter of tumor greater than 3 cm, the presence of satellite nodules, Edmonson's grade III-IV, micro-macro vascular thrombosis, and TNM stadium III-IV were significantly related with the development of tumor recurrence. On a multivariate analysis, only alpha-fetoprotein (p=0.01, Risk ratio = 2.7) resulted as a risk independent factor of patient overall-survival; vascular invasion (p=0.02, Risk ratio = 2.1) was predictive of tumor recurrence. CONCLUSIONS: Liver transplantation is a good therapeutic option in a selected group of patients, with a small nodule (<3 cm), low alpha-fetoprotein levels (<20 ng/mL), with absence of micro-macro vascular thrombosis in which conventional liver resection is unfeasible.

Adult↗

PubMedDate not supplied

Early mortality in bone marrow transplantation for acute lymphocytic leukaemia a multivariate analysis of risk factors.

OBJECTIVES: Bone marrow transplantation is still associated with a high case-fatality rate. This study was conducted to identify the risk factors for early mortality in acute lymphocytic leukaemia patients treated with bone marrow transplantation. METHODS: Prospectively collected data on 76 acute lymphocytic leukaemia patients, treated with 60 mg/kg cyclophosphamide for two consecutive days, before (32 patients) or after (44 patients) total body irradiation who received an allogeneic (56 patients) or autologous (20 patients) bone marrow transplantation were considered in the multivariate analysis including fifteen potentially prognostic variables for early mortality. RESULTS: In the entire group, patients older than 20 years had a relative risk for early mortality of 3.96 (95% confidence interval (CI): 1.33-11.76) and those with a Karnofsky Index lower than 90% had a relative risk of 5.56 (95% CI: 1.29-25). In the subgroup of allogeneic patients, those over 20 years had a relative risk of 5.17 (95% CI: 1.30-20.6); the relative risk for patients with a Karnofsky index < 90% was 10.55 (95% CI: 1.55-71.43) and 8.04 (95% CI: 43-45.07) for acute severe graft-versus-host disease. Among radiation therapy variables only dose-rate showed a trend towards better prognosis in patients treated with less than 5 cGy/min. CONCLUSIONS: In our patients and within the range of treatment variables studied, age, Karnofsky index, and graft-versus-host disease are the most important factors related with early mortality.

Adolescent↗

PubMed2006

How effective is penetrating corneal transplantation? Factors influencing long-term outcome in multivariate analysis.

BACKGROUND: In a large patient cohort, we investigated long-term corneal graft outcome, risk factors for graft failure, and whether corneal graft survival had improved over time. METHODS: Records of 10,952 full-thickness corneal grafts with associated archival follow-up were examined within a prospectively-maintained, national database of 13,831 records, with follow-up extending for up to 18 years. Kaplan-Meier survival analysis was used to indicate variables of interest for Cox proportional hazards regression analysis. A model clustered by individual patient to control for inter-eye or inter-graft dependence was constructed to identify variables best predicting penetrating corneal graft failure. RESULTS: Probability of corneal graft survival was 0.86 at 1 year, 0.73 at 5 years, 0.62 at 10 years, and 0.55 at 15 years. Graft survival did not improve over a 15-year timeframe. Variables predicting graft failure in multivariate analysis included transplant centre, donor age, preoperative diagnosis, number of previous ipsilateral grafts, lens status, history of corneal neovascularisation, ocular inflammation or raised intraocular pressure in the grafted eye, requirement for anterior vitrectomy, graft size, early suture removal, postoperative events including graft neovascularisation, rise in intraocular pressure, and rejection episodes, type of treatment for raised intraocular pressure, and arrangements for recipient follow-up. A further 11 variables showing a significant influence on graft survival in univariate analysis were not included in the final Cox model. CONCLUSION: The long-term results of corneal transplantation are no better than for other forms of transplantation and have shown no measurable improvement over the past 15 years.

Corneal Transplantation↗

PubMed1997

The predictive value of race as a clinical prognostic factor among patients with clinically localized prostate cancer: a multivariate analysis of positive surgical margins.

OBJECTIVES: Several investigators have reported that African-American men with clinically localized prostate cancer have poorer survival than do white men. In addition, prostate cancer in African-American men is commonly diagnosed at a more advanced stage of disease. Is race or ethnicity predictive of outcome of clinically localized prostate cancer? It has been reported that the presence of positive surgical margins significantly influences time to progression independently of other prognostic factors. Therefore, we have elected to conduct a multivariate analysis of clinical factors including race as potential predictors of positive surgical margin outcome. METHODS: We studied 369 consecutive men (120 African-American and 249 white) who had radical prostatectomies at a single institution. Comparisons by race of Gleason score, stage, presence of positive surgical margins, and mean preoperative prostate-specific antigen (PSA) level were carried out. RESULTS: Our data demonstrate that African-American men have more pathologically locally advanced prostate cancer than do white American men: 69% among blacks compared with 57% among whites. However, the difference in rate of positive surgical margins between blacks and whites is statistically significant: 58% among blacks versus 40% among whites (P = 0.002). Four factors were predictive of positive surgical margins: preoperative PSA level, race, clinical stage, and Gleason score. CONCLUSIONS: We have demonstrated that race is an independent predictor of positive surgical margins among patients with clinically localized prostate cancer and should be included in treatment decisions. In addition, the risk of positive surgical margins increases noticeably when PSA is greater than 10 ng/mL.

Aged↗

PubMed1995

Breast cancer and family history: a multivariate analysis of levels of tumor HER2 protein and family history of cancer in women who have breast cancer.

BACKGROUND: The HER2 gene, located on the long arm of chromosome 17, codes for a protein with the characteristics of a growth factor receptor. In a preliminary study, we reported that high levels of tumor HER2 (erbB-2/neu) protein are associated with a family history of breast cancer (that is, one or more female blood relatives with breast cancer). METHODS: We have now collected a larger number of subjects (94) and performed a multivariate analysis of the independent variables family history of breast cancer, tumor estrogen receptor, age, and tumor DNA index. Family history of breast cancer was assessed by questioning the patient, in many cases by telephone. RESULTS: HER2 levels were significantly higher in women with a family history of breast cancer (p = 0.015, two-tailed t-test). The 27 women with family history were predominantly postmenopausal, mean age 61 +/- 2.3 (mean +/- SEM), versus a mean age of 56 +/- 1.7 for the 67 women with no family history. Of the 27 women with a family history of breast cancer, 13 had a first-degree relative (mother or sister) with the disease. The remaining 14 women had other relatives (grandmothers, aunts, cousins, or a niece) with breast cancer. The results of multiple linear regression analysis, with HER2 as the dependent variable, showed that family history of breast cancer was significantly associated with elevated HER2 levels in the tumors (p = 0.0038), after controlling for the effects of age, tumor estrogen receptor, and DNA index. CONCLUSIONS: The association of family history of breast cancer and elevated tumor HER2 protein suggests that postmenopausal familial breast cancer may be associated with altered HER2 expression.

Biomarkers, Tumor↗

PubMed1999

Early differentiation of cardioembolic from atherothrombotic cerebral infarction: a multivariate analysis.

The aim of this study was to determine factors predictive of cerebral infarction subtype from clinical data collected within 48 h of neurologic deficit. All cardioembolic (n = 231) and atherothrombotic infarctions (n = 369) included in prospective stroke registry of the Sagrat Cor-Alianza Hospital of Barcelona were analysed. Demographic characteristics, anamnestic findings, cerebrovascular risk factors and clinical data of patients with embolic stroke and patients with thrombotic infarction were compared. Predictors of stroke subtype were assessed by means of a logistic regression model based on 16 clinical variables. After multivariate analysis, atrial dysrhythmia and sudden onset to maximal deficit were significant predictors of embolic stroke, whereas hypertension, chronic obstructive pulmonary disease, diabetes, hypercholesterolemia and/or hypertriglyceridemia and age were independent predictive factors of atherothrombotic stroke. Setting a cut-off point of 0.50 for predicting mechanism of stroke on admission resulted in a sensitivity of 76%, specificity of 87% and total correct classification of 83%. Clinical features alone that are observed at stroke onset can help to distinguish cardioembolic from atherothrombotic infarctions.

Cerebral Infarction↗

PubMed1990

A multivariate analysis of red blood cell membrane transports and plasma levels of L-tyrosine and L-tryptophan in depressed patients before treatment and after clinical improvement.

The purpose of this study was to examine whether biological variables, such as erythrocyte membrane transports and plasma levels of monoamine precursor amino acids (tyrosine, tryptophan and phenylalanine), exhibit a particular pattern relatively to DSM-III depressive subgroups (dysthymic disorders, major recurrent depression and biopolar depression), when they are treated synthetically by a stepwise discriminant analysis. We conducted two tests in 97 subjects (64 depressed patients vs. 33 controls): the first before any antidepressant treatment, and the second after pharmacotherapy and clinical improvement. Our results clearly indicate a satisfying homogeneity for the controls and bipolar depressed patients as opposed to dysthymic disorders and major recurrent depression in both tests. The most informative biological variables are the erythrocyte membrane transports before treatment, tryptophan parameters after clinical improvement. Evidence is provided that multivariate analysis constitutes an interesting approach in biological psychiatry.

Adult↗