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Results for “multivariate analysis”

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PubMedDate not supplied

[Chemoembolization in hepatocellular carcinoma: multivariate analysis of survival prognostic factors after the first session].

AIM: The aim of the study was to determine whether simple routine parameters evaluating the first session of transarterial chemoembolization (variation in alfa-fetoprotein concentration, tumor lipiodol uptake, and post-embolization syndrome) can predict survival of patients treated for hepatocellular carcinoma. METHODS: Seventy-two patients treated with transarterial chemoembolization and evaluated one month after the first sessions with CT scan were included. Transarterial chemoembolization session included hepatic arteriography, lipiodol and doxorubicin (50 mg) emulsion injection, followed by gelatin sponge embolization. The following variables were studied in univariate and multivariate analysis: 6 recorded at the first session (age, cirrhosis etiology, Child-Pugh class, tumor number, largest lesion size, and alpha-fetoprotein concentration), and 5 recorded after the first session (variation in alfa-fetoprotein concentration, tumor lipiodol uptake, post-embolization syndrome, mean interval between each session, and associated treatment). RESULTS: Mean follow-up was 22.7 months (4-106). Mean survival was 30.4 months (95% CI: 23. 3-37.5). Actuarial survival at 1, 2, 3 and 5 years was respectively 65.5%, 44%, 29.5%, and 18%. The only independent prognostic factors in multivariate analysis were the Child Pugh class and the mean interval between sessions (P<0.001 and<0.01 respectively). None of our criteria evaluating the first TACE session significantly influenced survival. CONCLUSION: The 3 parameters (variation in alpha-fetoprotein concentration, tumor lipiodol uptake and post-embolization syndrome) after the first transarterial chemoembolization did not predict survival. They could not be used to determine which patient could benefit from repeated transarterial chemoembolization sessions.

Aged↗

PubMed1997

Phase II study of high-dose cyclophosphamide, etoposide, and carboplatin (CEC) followed by autologous hematopoietic stem cell rescue in women with metastatic or high-risk non-metastatic breast cancer: multivariate analysis of factors affecting survival and engraftment.

Seventy women with high-risk stage II (n = 10), IIIA (n = 12), IIIB (n = 11), or IV (n = 37) breast cancer received cyclophosphamide 6000 mg/m2, etoposide 2400 mg/m2, and carboplatin 1200 mg/m2 followed by infusion of autologous hematopoietic stem cells (AHSC). Women with high-risk stage II disease had eight or more involved axillary lymph nodes (n = 9) or axillary and breast relapse following lumpectomy, chemotherapy, and radiation therapy (n = 1). Women with measurable stage III or stage IV disease were required to demonstrate complete or partial response to conventional-dose chemotherapy prior to transplant. The overall (complete plus partial) response rate for the 31 patients not in complete remission at the time of transplant was 55%. With a median follow-up of 545 days, the 2-year actuarial progression-free survival rates for patients with stage II, IIIA, IIIB and IV are 86, 75, 42 and 13%, respectively. Factors independently predictive of longer progression-free survival by multivariate analysis included lower stage disease, status of disease at transplant (in CR vs not in CR), and positive estrogen receptor status. Factors predictive of more rapid neutrophil engraftment by multivariate analysis included post-transplant administration of hematopoietic growth factors, greater number of infused CFU-GM, mobilization with G-CSF or cyclophosphamide/G-CSF (vs mobilization with GM-CSF or no mobilization), and lower stage disease. Only one patient (1.4%) died prior to day 100 from any cause. High-dose cyclophosphamide, etoposide, and carboplatin followed by infusion of AHSC constitutes an active and well-tolerated regimen in the treatment of women with high-risk non-metastatic or metastatic breast cancer.

Adult↗

PubMed1999

Histopathologic criteria for local excision of colorectal cancer: multivariate analysis.

BACKGROUND: Local treatment of colorectal cancer, including endoscopic removal of colonic polyps and transanal resection of rectal tumors, has become widely accepted. However, risk factors predicting the presence of lymph node metastasis have not been fully investigated. To determine the criteria for local excision of colorectal cancer, histopathologic factors independently predicting the lymph node metastasis were investigated. METHODS: We performed a retrospective histopathologic study on 335 patients who underwent resection of colorectal cancer and dissection of regional lymph nodes between 1982 and 1996. Features of node-positive tumors (n = 150) were compared with those of node-negative tumors (n = 185), with special reference to the histopathologic findings of the resected tumor. Multivariate analysis was done using the stepwise logistic regression test. RESULTS: Node-positive tumors, when compared with node-negative tumors, were characterized by tumor larger than 6 cm (42% vs. 22%), serosal invasion (88% vs. 56%), lymphatic invasion (32% vs. 5%), venous invasion (9% vs. 2%), and histology other than well-differentiated (66% vs. 29%). Multivariate analysis showed that factors independently associated with lymph node metastasis were serosal invasion, lymphatic invasion, and histologic type. When these three risk factors were negative, lymph node metastasis was rare (5%). When one, two, or three factors were positive, the frequency of lymph node metastasis was 38%, 66%, and 85%, respectively. CONCLUSIONS: In colorectal cancer, factors independently associated with lymph node metastasis are serosal invasion, lymphatic invasion, and histologic type. When these three parameters are favorable, local treatment of colorectal cancer does not require additional lymph node dissection.

Colorectal Neoplasms↗

PubMed1993

Is tumor volume an independent predictor of progression following radical prostatectomy? A multivariate analysis of 185 clinical stage B adenocarcinomas of the prostate with 5 years of followup.

Tumor volume has been shown to be proportionate to Gleason grade, capsular penetration, seminal vesicle invasion, lymph node metastases and capsular margins of resection. Because these variables are often interrelated, it is crucial to determine which of these parameters provides independent prediction of prognosis in prostate cancer. The current study analyzed 185 men who underwent radial retropubic prostatectomy for clinical stage B adenocarcinoma of the prostate. Patients with seminal vesicle invasion or lymph node metastases were excluded, since these findings are almost invariably associated with progression. All patients were followed for a minimum of 5 years after radical prostatectomy. Only 2 men received postoperative adjuvant therapy. At 5 years after radical prostatectomy 58 men (31%) experienced progression, defined by either an elevated postoperative serum prostate specific antigen level, local recurrence or distant metastases. Although by themselves capsular penetration, tumor volume and per cent of the prostate involved by tumor predicted progression, in a stepwise regression analysis they did not provide independent prognostic information. In this multivariate analysis Gleason score was the best predictor of progression (p < 0.0001); surgical margin was the only other variable that enhanced prediction, although it was less influential than grade (p = 0.018). This strong predictability provided by Gleason score was all the more impressive given the relatively few patients in our study with either low or high grade tumor. Although an accurate preoperative assessment of tumor volume remains desirable for the management of patients with prostate cancer, our study demonstrates that measurement of tumor volume in radical prostatectomy specimens need not be performed as part of the routine pathological analysis of radical prostatectomy specimens, since it does not provide additional information beyond that of Gleason score and the status of capsular margins.

Adenocarcinoma↗

PubMed1998

[Importance of the duration from the onset of a urinary abnormality until a biopsy is performed: a multivariate analysis on the application of renal biopsy for patients with IgA nephropathy].

To clarify the importance of the duration from the onset of a urinary abnormality until a biopsy is actually performed (UA-Bx time) in making a renal prognosis, we investigated 496 patients with IgA nephropathy (male/female: 222/274, mean age: 33.0 +/- 13.7 yrs, mean follow-up period: 10.8 +/- 4.3 yrs). All patients were found to have a urinary abnormality, including both hematuria and proteinuria, at clinical onset while demonstrating a normal renal function, and showing a serum creatinine level of < or = 1.2 mg/dl or a creatinine clearance level of > or = 80 ml/min. The UA-Bx time was divided into 3 groups: < 1 yrs (S-G), 1 < or = < 3 yrs (M-G), > or = 3 yrs (L-G). The severity of glomerular damage was divided into 5 groups based on the occupational rate of segmental sclerotic glomeruli. Based on a multivariate analysis of independent prognostic factors relating to renal death, the severity of glomerular damage was the most independent factor, while the UA-Bx time showed no risk for renal death. However, based on a multivariate analysis of the UA-Bx time regarding the timing of a renal biopsy, patients in L-G, which had the most glomerular damage, showed twice the hazard ratio as those in S-G or M-G and the difference was significant. These results thus indicate that because the glomerular damage is able to progress for 3 yrs or longer after the clinical onset of renal disease, a renal biopsy should therefore be performed within 3 yrs from the clinical onset in patients demonstrating both hematuria and proteinuria when such patients are also suspected of having IgA nephropathy.

Adolescent↗

PubMed1995

Relation between age and head and neck cancer recurrence after surgery: a multivariate analysis.

Recent reports have described an increase in squamous cell carcinoma of the upper aerodigestive tract in young adults. As the preponderance of epidemiologic data exists for the population between 50 and 70 years of age, controversy has developed regarding the clinical course of head and neck cancer in youth. Some authors advocate more aggressive management, calling attention to the lack of "classic" predisposing factors and suggesting genetic disorders or immunodeficiency. Basic science researchers have reported greater DNA fragility, sensitivity to carcinogens, and altered immune responses in young patients with carcinoma. To further elucidate the clinical aspects of this controversy, we performed a retrospective review using multivariate analysis to determine factors that affect recurrence. After screening 820 charts, 155 patients were found who met strict entrance criteria to the study. The patients were separated into five age groups, and 16 clinical variables were collected on each patient. Cox proportional hazards modeling revealed no significantly higher likelihood of recurrence in the 15- to 39-year-old age group. The model did find that metastatic adenopathy was predictive of recurrence (p = 0.034). The overall model further suggested a trend toward higher relative risk of recurrence in the middle-aged groups (p = 0.0541). In our review of the English biomedical literature, this is the first study to directly compare the outcome of young head and neck cancer patients with that of old patients using multivariate analysis. Future research is indicated in developing precise outcome predictions according to TNM staging, aneuploidy status, and DNA fragility in young patients. Efforts at limiting carcinogen exposure should continue.

Age Factors↗

PubMed2006

Rapid detection and identification of Pseudomonas aeruginosa and Escherichia coli as pure and mixed cultures in bottled drinking water using fourier transform infrared spectroscopy and multivariate analysis.

Fourier transform infrared (FT-IR) spectroscopy and multivariate analysis were used to identify Pseudomonas aeruginosa and Escherichia coli ATCC 25922 inoculated into bottled drinking water. Three inoculation treatments were examined: (i) E. coli ATCC 25922 (N = 3), (ii) P. aeruginosa (N = 3), and (iii) a 1:1 (v:v) mixed culture of both P. aeruginosa and E. coli ATCC 25922 (N = 3). The control treatment was noninoculated drinking water (N = 3). Second derivative transformation and loadings plots over the range of 1800-900 cm(-1) indicate variations in the following bacterial constituents: amide I band ca. 1650 cm(-1), amide II band ca. 1540 cm(-1), phosphodiester backbone of nucleic acids ca. 1242 and 1080 cm(-1), and polysaccharide compounds ca. 1050-950 cm(-1). Cells with the different treatments were clearly segregated from a mean centered principal component analysis. By using soft independent modeling of class analogy analysis, spectra from a given treatment could be correctly classified 83-88% of the time. These results suggest that FT-IR spectroscopy can determine whether a pure culture is present, in addition to confirming that this method can discriminate between closely related bacteria based on differences in biochemical and phenotypic characteristics that can be detected in this spectral region.

Analysis of Variance↗

PubMed2000

Gastric resection in the aged (> or = 80 years) with gastric carcinoma: a multivariate analysis of prognostic factors.

BACKGROUND: The incidence of gastric neoplasm is increasing in the elderly population. Therefore, a rational method of treatment for gastric cancer in the elderly should be constituted to improve the survival. The purpose of the present study was to clarify whether the patient's age is an independent prognostic factor and to determine clinicopathological characteristics in the elderly. METHODS: Curative resection of gastric cancer was carried out on 601 patients who were 40 years or older. They were divided into the following two groups: younger patients (between 40 and 79 years old) and elderly patients (80 years or older). The clinicopathologic features of these patients were reviewed retrospectively and multivariate analysis was carried out. RESULTS: The distinguishing features of gastric cancer in the elderly patients were intestinal and mixed types of cancer, distal third stomach dominance in the tumour location, advanced stage of disease, and a low rate of extensive lymph node dissection (D3 or more). Regarding the recurrence site, the liver was the dominant site in the elderly group (25.3% in the younger group vs 54.5% in the elderly group). The 10-year disease-free survival rate of the elderly group was 53.2%, which was significantly worse than that (79.9%) of the younger patients (P = 0.0004). In multivariate analysis, an age of > or = 80 years is an independent prognostic factor, as well as stage, depth of tumour invasion, lymph node metastasis, scirrhous carcinoma, and blood transfusion. CONCLUSIONS: Results indicate that gastric cancer in elderly patients has a poorer prognosis than that in younger patients.

Adult↗

PubMedDate not supplied

Multivariate analysis of dissemination relapse of medulloblastoma and estimation of its time parameter for craniospinal irradiation.

PURPOSE: To examine in retrospect prognostic factors influencing meningeal dissemination relapse of medulloblastoma (MB) and to estimate time parameter gamma/alpha of the biologically effective dose for fractionated craniospinal irradiation (CSI). MATERIALS AND METHODS: Fifty-eight patients with MB who had been treated at our six hospitals from 1980 to 1990, were analyzed by the proportional hazards model consisting of radiation factors of both CSI and local irradiation (LI), sequential CSI time-lag, and eight non-radiation factors (gender, age, performance status, T-stage, dissemination score, extent of resection, and use of chemotherapy and immunotherapy). The gamma/alpha for CSI was estimated by the profile likelihood method using the maximum value of conditionally calculated time-incorporated biologically effective dose, tBEDmax, of the field treated with the least dose. RESULTS: Dissemination relapse was seen in 23 (40%) patients. Nineteen disseminations occurred within four years, and the cumulative dissemination-free rate was 64% at five years. The site of initial dissemination relapse was both cranial and spinal in 13 patients (57%). Dissemination relapse was accompanied with local failure in 43% (10/23) of patients, and four of them were seen later than four years. In the multivariate analysis, significant prognostic factors were dissemination score (p=0.0008) and total dose of CSI (p=0.018). The estimate of gamma/alpha for CSI was about 0.2 Gy/day in BED units. In another multivariate analysis including the best-fitted tBEDmax, significant prognostic factors were dissemination score and the tBEDmax of both CSI (p=0.021) and LI (p=0.024). CONCLUSION: This analysis indicated that the dissemination score, total dose of CSI, and tBEDmax of both CSI and LI were significantly prognostic for dissemination relapse of MB. The estimate of gamma/alpha for CSI was smaller than that derived from our previous analysis for LI. However, in order to estimate the time factor for CSI more precisely, a larger group of patients treated with concurrent CSI is needed.

Adolescent↗

PubMed1997

Accelerated fractionation in esophageal cancers: a multivariate analysis on 88 patients.

PURPOSE: Accelerated fractionation was used to shorten overall treatment time to increase locoregional control and cause-specific survival. METHODS AND MATERIALS: Eighty-eight patients with cancer of the esophagus ineligible for surgery were entered in the study between 1986 and 1993. Neoadjuvant chemotherapy was given to 64% of patients. Accelerated radiotherapy using the concomitant boost technique delivered a median dose of 65 Gy in a median overall treatment time of 32 days. RESULTS: The 3-year actuarial local control rate in patients with T1, T2, and T3 tumors was 71%, 42%, and 33%, respectively. The 3-year cause-specific survival rates were 40%, 22%, and 6%, respectively. Sixteen percent of patients experienced Grade 3 esophagitis. Late toxicity included esophageal stenosis and pulmonary fibrosis in 8% and 9% of the patients, respectively. Multivariate analysis demonstrated that T stage and overall treatment time were prognostic factors for cause-specific survival. T stage and neoadjuvant chemotherapy were independent prognostic factors for locoregional control. CONCLUSION: These findings suggest that accelerated fractionation given in an overall treatment time of <35 days might be beneficial for early-stage cancer of the esophagus. Neoadjuvant chemotherapy is not recommended, as it was a significant adverse prognostic factor in the multivariate analysis for local control. Accelerated fractionation can be carried out with moderate acute and late toxicity.

Adenocarcinoma↗

PubMed1996

Community-acquired pneumonia in the elderly: A multivariate analysis of risk and prognostic factors.

To assess the risk and prognostic factors of community-acquired pneumonia occurring in the elderly (over age 65 yr) requiring hospitalization, two studies, case-control and cohort, were performed over an 8-mo period in a 1,000-bed university teaching hospital. We studied 101 patients with pneumonia (cases), age 78.5 +/- 7.9 yr (mean +/- SD). Each case was matched for sex, age (+/- 5 yr), and date of admission (+/- 2 d) with a control subject, without pneumonia during the preceding 3 yr, arriving at the emergency room. Etiologic diagnosis was obtained in 43 of 101 (42%) cases. The main microbial agents causing pneumonia were: Streptococcus pneumoniae (19 of 43, 44%), and Chlamydia pneumoniae (9 of 43, 21%). Gram-negative bacilli were uncommon (2 of 43, 5%). The multivariate analysis demonstrated that large-volume aspiration, and low serum albumin (< 30 mg/dl) were independent risk factors associated with the development of pneumonia. Crude mortality rate was 26% (26 of 101), while pneumonia-related mortality was 20% (20 of 101). The attributable mortality was 23% (odds ratio [OR]: 11.3; 95% confidence interval [CI]: 3.25 to 60.23; p < 0.0001). The multivariate analysis showed that patients had a worse prognosis if they were previously bedridden, had prior swallowing disorders, body temperature on admission was less than 37 degrees C, respiratory frequency was greater than 30/min or had three or more affected lobes on chest radiograph. Age by itself was not a significant factor related to prognosis. Among the significant risk factors, only nutritional status is probably amenable to medical intervention. The prognostic factors found in this study may help to identify, upon admission, those subjects at higher risk and who may require special observation.

Aged↗

PubMed1986

Is the EORTC prognostic index of thyroid cancer valid in differentiated thyroid carcinoma? Retrospective multivariate analysis of differentiated thyroid carcinoma with long follow-up.

The European Organization for Research on Treatment of Cancer (EORTC) Thyroid Cancer Cooperative Group presented a prognostic index in 1979 that included all histologic groups of thyroid carcinomas, and was based on a multivariate analysis of 507 patients with a median follow-up of 40 months. The current report not only uses a multivariate analysis to study the clinical validity and reproducibility of this index on case material consisting of 226 differentiated thyroid carcinomas with a considerably long follow-up (11 years), but also it investigates possible prognostic factors, other than those proposed by the EORTC. Three EORTC variables could be reproduced as important: age at diagnosis, locally advanced disease, and distant metastases. Of the additional histopathologic variables tested, microscopic tumor invasion beyond thyroid capsule (pT4) and marked cellular atypia (MCA) proved to be significant. When the effect of the age-correlated tumor factors pT4 and MCA of differentiated thyroid carcinomas were taken into consideration, age alone lost its prognostic importance as a guide for treatment.

Adult↗

PubMed1998

A clinicopathologic study of mucinous gastric carcinoma including multivariate analysis.

BACKGROUND: Mucinous gastric carcinoma (MGC) is a rare subtype of gastric adenocarcinoma, and its clinical and pathologic features are still controversial. To clarify the significance of this subtype of carcinoma, the authors conducted a case-control study to investigate the clinicopathologic characteristics of MGC and determine whether this mucin-producing histologic type is associated with a worse prognosis than other gastric carcinomas. METHODS: Twenty-two cases of MGC and 46 patients with nonmucinous gastric carcinoma (NGC) were included. Patients were evaluated on the basis of age, gender, tumor size, location, depth of tumor invasion, histologic differentiation, lymph node involvement, organ metastasis, stage at presentation, surgical curability, adjuvant chemotherapy and radiation therapy. To determine whether the MGC itself was an independent prognostic factor, a multivariate analysis was performed with the Cox proportional hazards model. RESULTS: The MGC patients were found to have larger tumors (P < 0.001), tumors more often located in the upper stomach (P < 0.05), more serosal invasion (P < 0.05), more lymph node involvement (P < 0.05), greater frequency of advanced stage disease (P < 0.01), and lower 5-year survival rates (P < 0.05) than NGC patients. There was no significant correlation between the subtypes of differentiation of MGC and other data, including the prognosis. Multivariate analysis showed that clinically important predictive factors were serosal invasion and disease stage at diagnosis. The mucinous histologic type itself was not an independent factor for poor prognosis. CONCLUSIONS: The overall survival rate for patients with MGC was worse than that for patients with NGC. The poor prognosis was correlated with more advanced stage at diagnosis and more frequent serosal invasion, not with the mucinous histologic type.

Adenocarcinoma, Mucinous↗

PubMed1994

Guarding against pitfalls in multivariate analysis. An illustration from fitness testing of the spinally-injured.

Potential pitfalls in the multivariate analysis of data, and methods of overcoming such problems, are illustrated by reference to recent research that has examined relationships between fitness variables and overall productivity in a population of young male paraplegics. Particular attention is directed to the need for residual analysis, tests of multiple collinearity, and a cautious approach to interpreting the theoretical meaning of individual coefficients in multiple regression equations.

Humans↗

PubMed2000

Multivariate analysis of the prognostic factors of primary superficial bladder cancer.

PURPOSE: We evaluate the prognostic factors of recurrence, progression and disease specific mortality in patients with primary superficial Ta and T1 transitional cell carcinoma of the bladder. MATERIALS AND METHODS: We studied a cohort of 1,529 patients with primary superficial transitional cell carcinoma of the bladder treated with transurethral resection and random bladder biopsies. Mean followup was 4.2 years. Statistical analysis was performed using the Kaplan-Meier method and multivariate analysis was done with the Cox proportional hazards model with stepwise forward selection. All p values were 2-sided, with odds ratios and 95% confidence intervals. RESULTS: Multiple tumors (odds ratio 2), tumor greater than 3 cm. (1.65) and carcinoma in situ (1.6) increased, whereas intravesical bacillus Calmette-Guerin (BCG) instillations (0.39) decreased the risk of recurrence. Grade 3 disease (odds ratio 19.9), multiple tumors (1.9), tumor greater than 3 cm. (1.7) and carcinoma in situ (2.1) increased, whereas BCG (0.3) decreased the risk of progression. Grade 3 disease (odds ratio 14) and carcinoma in situ (odds ratio 3) increased the risk of disease specific mortality. CONCLUSIONS: Neither tumor stage nor dysplasia influenced tumor evolution. Multiple tumors, tumor greater than 3 cm. and intravesical BCG instillations were risk factors of recurrence and progression. Carcinoma in situ influenced recurrence, progression and disease specific mortality. Finally, the main predictor of progression and mortality was grade 3 disease.

Aged↗

PubMed1994

Use of multivariate analysis to compare antimicrobial agents on the basis of in vitro activity data.

Multivariate techniques such as principal component analysis or similar factor analysis help in analyses of the simultaneous interrelationships among several variables. A comparative multivariate analysis on the in vitro activities of eight antimicrobial agents, including the novel molecule daptomycin, is presented. Multivariate analysis detects components or factors and establishes connections among antimicrobial agents on the basis of their different levels of participation in each factor. The first principal component was dominated by vancomycin, teicoplanin, and rifampin (0.94344, 0.92792, and 0.72127, respectively). The second principal component showed strong effects from imipenem, gentamicin, and cephalothin (0.87922, 0.86126, and 0.68870, respectively). Daptomycin stood out alone in the third principal component (0.83983). The first three components defined 81.5% of the total variance and could easily be represented graphically in a three-dimensional scatter plot. In this graphic representation, the eight antimicrobial agents clustered in three different spatial regions; daptomycin occupied a separate spatial position. The use of multivariate analysis offers a different approach to determination of the in vitro activities of new antimicrobial agents and adds some new data on the relationships among different classes. Notwithstanding its limitations, the application of these methods in microbiology and drug development could be an additional tool for use in processing information.

Anti-Bacterial Agents↗

PubMed1993

Treatment results, survival and prognostic factors in 109 inflammatory breast cancers: univariate and multivariate analysis.

Between 1978 and 1987, 109 patients without metastatic disease were treated by induction chemotherapy for inflammatory breast cancer (IBC) or "neglected" locally advanced breast cancer (LABC): 62 patients had a clinical history of rapidly growing tumours (doubling time < or = 4 months) and inflammatory signs; conversely, the 47 neglected patients had local inflammation with a longer history of LABC. 103 patients were fully evaluable. All patients received the same induction chemotherapy with doxorubicin, vincristine, cyclophosphamide and 5-fluorouracil. After six cycles, locoregional treatment was by radiotherapy if a complete or nearly complete response had been obtained, and total mastectomy, with pre or postoperative radiotherapy, in other cases. The chemotherapy after local treatment comprised of six cycles for LABC and 12 cycles for IBC (six without doxorubicin). With a median follow-up of 120 months, the median overall survival (OS) time was 70 months as against 45 months for disease-free survival (DFS). No difference was observed for OS and DFS between LABC and IBC. The regional recurrence rate was 24% (15% for radiotherapy alone). 20 factors of potential prognostic significance were evaluated by univariate and multivariate analysis. For DFS and OS, univariate analysis suggested a worse prognostic significance for "peau d'orange" appearance of the skin, clinical evidence of node involvement and poor response to chemotherapy after three cycles, on mammographic criteria. The cumulative dose of doxorubicin after three cycles seemed to have a significant effect on OS (P < 0.03) but was too closely correlated with age to draw definite conclusions. In the multivariate analysis, "peau d'orange", menopausal status and clinical node involvement predicted DFS. "Peau d'orange" and clinical node involvement also predicted OS. Our results indicate that IBC and LABC do not behave differently when treated with our procedure.

Age Factors↗

PubMed1994

Effectiveness of multivariate analysis of tumor markers in diagnosis of pancreatic carcinoma: a prospective study in multiinstitutions.

In 403 patients suspected of having pancreatic cancer, we prospectively studied a combination assay of various serum tumor markers: CA19-9, DUPAN2, tissue polypeptide antigen, elastase 1, gamma-glutamyltranspeptidase, lactate dehydrogenase, lipase, amylase, and alkaline phosphatase. The diagnostic value of each marker was compared with a multivariate analysis (computer-aided multivariate and pattern analysis system for pancreatic cancer examine-1: CAMPAS-PX1). Pancreatic cancer was subsequently identified in 47 patients. CAMPAS-PX1 had higher negative in health and positive predictability than those of each marker used alone in the diagnosis of pancreatic cancer. CAMPAS-PX1 proved the most effective marker for diagnosing pancreatic cancer, but in terms of its cost/benefit ration CAMPAS-PX1 was not superior to CA19-9 used alone. In this prospective trial, we experienced poor generalizability in the statistical models (CAMPAS-PX1). We believe that selection bias was present in samples used for model building. Based on this study a new model has been designed.

Aged↗