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Development and evaluation of a case-based reasoning classifier for prediction of breast biopsy outcome with BI-RADS lexicon.

Approximately 70-85% of breast biopsies are performed on benign lesions. To reduce this high number of biopsies performed on benign lesions, a case-based reasoning (CBR) classifier was developed to predict biopsy results from BI-RADS findings. We used 1433 (931 benign) biopsy-proven mammographic cases. CBR similarity was defined using either the Hamming or Euclidean distance measure over case features. Ten features represented each case: calcification distribution, calcification morphology, calcification number, mass margin, mass shape, mass density, mass size, associated findings, special cases, and age. Performance was evaluated using Round Robin sampling, Receiver Operating Characteristic (ROC) analysis, and bootstrap. To determine the most influential features for the CBR, an exhaustive feature search was performed over all possible feature combinations (1022) and similarity thresholds. Influential features were defined as the most frequently occurring features in the feature subsets with the highest partial ROC areas (0.90AUC). For CBR with Hamming distance, the most influential features were found to be mass margin, calcification morphology, age, calcification distribution, calcification number, and mass shape, resulting in an 0.90AUC of 0.33. At 95% sensitivity, the Hamming CBR would spare from biopsy 34% of the benign lesions. At 98% sensitivity, the Hamming CBR would spare 27% benign lesions. For the CBR with Euclidean distance, the most influential feature subset consisted of mass margin, calcification morphology, age, mass density, and associated findings, resulting in 0.90AUC of 0.37. At 95% sensitivity, the Euclidean CBR would spare from biopsy 41% benign lesions. At 98% sensitivity, the Euclidean CBR would spare 27% benign lesions. The profile of cases spared by both distance measures at 98% sensitivity indicates that the CBR is a potentially useful diagnostic tool for the classification of mammographic lesions, by recommending short-term follow-up for likely benign lesions that is in agreement with final biopsy results and mammographer's intuition.

Adult↗

Canadian geriatric psychiatrists: why do they do it? A Delphi study.

OBJECTIVE: To generate hypotheses regarding influential factors that have contributed to the practice of geriatric psychiatry by geriatric psychiatrists. METHOD: Using the Delphi technique, designed to generate ideas and consensus, a sample of members of the Canadian Academy of Geriatric Psychiatry (CAGP) was asked to provide ideas on what factors were influential in their decision to devote a significant part of their practice to geriatric patients. These items were then synthesized into a questionnaire and rated for their degree of influence by the same group of psychiatrists. RESULTS: A total of 41 items were rated according to their degree of influence. The most influential items were related to geriatric psychiatry residency training experiences that were perceived to be positive or adequate. Supervision characteristics and interest in the medical psychiatric nature of the field were also deemed influential. CONCLUSIONS: This study generates the hypothesis that the nature of the educational experience during psychiatry residency has a significant influence on the practice of geriatric psychiatry.

Adult↗

Patient sources of information and decision factors in selecting cosmetic surgeons.

This paper presents the results of an exploratory study designed to examine influential information sources and decision factors in the selection of plastic surgeons for cosmetic versus medical procedures. Physician referrals were found to be the most influential sources of information for both groups. Word-of-mouth and magazine and newspaper articles were also important information sources for cosmetic patients. Primary selection factors were significantly different between groups, with board certification the most influential for cosmetic patients and recommendation by physician most influential for medical patients.

Decision Making↗

Factors that influence prescribing decisions.

BACKGROUND: Strategies to control the quality and cost of medication use are largely dependent on the ability to alter selection of medications. Previous models of prescribing behavior have focused on physicians. In the hospital setting, clinical pharmacists and formulary committee members are also key players in drug therapy decision-making. Differences between physicians, formulary committee members, and clinical pharmacists have not been compared. Knowledge of these differences could have importance in predicting the effectiveness of strategies designed to influence drug use in this setting. OBJECTIVE: To describe and compare the opinions of physicians, clinical pharmacists, and formulary committee members with respect to key factors that influence medication prescribing in community hospitals. METHODS: Physicians, clinical pharmacists, and formulary committee members were solicited to participate. A trained interviewer administered a standardized questionnaire designed to elicit opinions of participants regarding the importance of factors thought to influence drug prescribing. Responses were described using descriptive statistics, and differences between the groups were determined by post hoc analysis. RESULTS: A total of 150 individuals participated in the study. Safety, effectiveness, formulary status, and restrictions on prescribing were considered highly influential by all participants. Physicians rated the availability of drug samples and personal experience higher (more influential on prescribing) than clinical pharmacists and formulary committee members. Clinical pharmacists and formulary committee members rated the influence of recommendations by clinical pharmacists, prescribing guidelines, and cost or cost comparisons higher than physicians. Factors that were drug-related or that involved policy-related programs tended to be more influential than indirect factors. CONCLUSIONS: Those who seek to implement programs to alter medication use should recognize and employ factors that are most influential in the decision-making process. Further, it may be important to consider differences that exist between key participants in the medication use process.

Decision Making↗

Pedigree analysis of four decades of Quarter Horse breeding.

Pedigrees of randomly selected Quarter Horses born in each of the years 1946, 1956, 1966 and 1976 and of winning halter, cutting and race horses born in the same years were evaluated and compared. Average inbreeding and inter se relationship levels and relationships of influential ancestors to the sample were calculated for each sample. The amount of Thoroughbred influence and the average generation interval were also determined for each random sample. The levels of inbreeding found in the random samples were low, ranging from 1.3% in 1956 to 2.6% in 1966; however, these levels were higher than would be expected if mating were random. Show and race winners born in 1976 appeared to be less inbred than random horses of the breed. The estimated average inter se relationship within the random samples increased from 0% in 1946 to 3% in 1966, decreasing again to 0% in 1976. Horses in the elite samples appeared to be more closely related to each other than those in the random samples. Fifteen ancestors of horses in the random samples were identified as influential to the Quarter Horse breed. Many of these same ancestors were influential in the halter and cutting samples, but only one was influential in the race samples. The percentage of pedigree lines in the random samples that contained a Thoroughbred ancestor were as follows; 1946, 27.5%; 1956, 19.2%; 1966, 23.2% and 1976, 31.4%. The average generation interval fluctuated from approximately 8 yr to approximately 10 yr for the random samples.

Animals↗

Factors influencing family physicians to enter rural practice: does rural or urban background make a difference?

OBJECTIVE: To examine where rural physicians grew up, when during their training they became interested in rural medicine, factors influencing their decision to practise rural medicine, and differences in these measures according to rural or urban upbringing. DESIGN: Mailed survey. SETTING: Rural Canada. PARTICIPANTS: Rural family physicians who graduated between 1991 and 2000 from a Canadian medical school. MAIN OUTCOME MEASURES: Backgrounds of recently graduated rural physicians, when physicians first became interested in rural practice during training, and most influential factors in decisions to practise rural medicine. RESULTS: Response rate was 59% (382/651). About 33% of rural physicians grew up in communities of less than 10 000 people, 44% in cities of 10 000 to 499 999 people, and 23% in cities of more than 500 000 people. Physicians raised in rural areas were more likely than those raised in urban areas to have some interest in rural family practice at the start and end of medical school (90% vs 67% at the start, 98% vs 91% at the end, respectively, P < .0001). Physicians raised in urban areas were more likely to state that rural medical training was the most influential factor in their choice of rural practice (19% vs 9%, P = .015). Other factors cited as influential were the challenge of rural practice (24% for both urban and rural upbringing), rural lifestyle (14% for urban and 18% for rural upbringing) and, for physicians raised in rural areas, having grown up or spent time in a rural area (27% for rural and 4.1% for urban upbringing, P < .001). Financial incentives were least frequently cited as the most influential factor (7.5% for urban and 4.9% for rural upbringing, P = .35). CONCLUSION: Although other studies have suggested that physicians with a rural upbringing are more likely to practise rural medicine and policy makers might still wish to target students raised in rural areas as candidates for rural medicine, this study shows that physicians raised in urban areas remain the main source of human resources for rural communities. They account for two thirds of new physicians in rural areas. Education in rural medicine during medical training has a stronger influence on physicians raised in urban areas than on physicians raised in rural areas. Undergraduate and postgraduate training periods, therefore, offer an important opportunity for recruiting physicians raised in urban areas to rural practice.

Adult↗

[Clinical studies on endocrine therapy of prostatic carcinoma (1): Multivariate analyses of prognostic factors in patients with prostatic carcinoma given endocrine therapy].

The general trend on the treatment for prostatic carcinoma has been changing from endocrine therapy alone to an alternative type according to stage. We evaluated clinically the favorable and unfavorable outcome of endocrine therapy in Japan, so that others will be appropriately evaluated. In a cooperative study made by members of five universities, 572 patients with clinically or histologically reconfirmed prostatic carcinoma were entered in this retrospective study. We studied the true influence of prognostic factors on the prognosis of 497 patients with prostatic carcinoma who had received endocrine therapy, employing multivariate analyses, such as quantification method II, multiple regression analysis and Cox's proportional hazard model. Twelve factors were considered in the study; "age", "stage", "histological findings (structural atypism = SAT, nuclear anaplasia = NAN, Gleason's primary and secondary pattern)", "pretreatment level of total acid (ACP) and of alkaline phosphatase (ALP)", "castration performed or not performed", "doses of estrogen", "type of response of local prostatic tumor and of ACP to endocrine therapy". Analysis of the "importance" of a prognostic factor by a partial correlation determined by quantification method II, revealed "stage" to have the greatest "importance" on prognosis throughout the entire period. "Response of local prostatic tumor", "response of ACP" and "Gleason's primary pattern" tended to be important factors for prognosis, in particular, in the first half period, and "age" and "Gleason's secondary pattern" were important in the latter half. Multiple regression analysis revealed the "stage", once again to be the most influential factor on the prognosis for the entire observation period. Also "response of local prostatic tumor", "SAT" and "Gleason's primary pattern" affected the patients' prognosis in the first half of the observation period. In the latter half, "age" became more of an influential factor than "histological findings". Analysis with Cox's proportional hazard model revealed that "response of ACP", "stage", "age", "Gleason's primary and secondary pattern", and "response of local prostatic tumor" were definitely the more influential prognostic factors, of which chi-square values (or t values) were statistically significant. Comparison of the significant factors in each multivariate analysis revealed that common influential prognostic factors, such as "age", "stage", "histological findings (mainly Gleason's primary and secondary pattern)", "response of local prostatic tumor" and "response of ACP" were coincident to the clinical impression. The clarification of these factors would be clinically beneficial when treating patients with endocrine therapy.

Estrogens↗

[The relationship between pulmonary hemodynamics and chest X-ray findings in patients with sequelae of pulmonary tuberculosis].

For better understanding of pathophysiological aspects of tuberculosis sequelae, we investigated the relationship between pulmonary hemodynamics and chest X-ray findings. One hundred and seven patients with sequelae of pulmonary tuberculosis were examined by the right cardiac catheterization, and pulmonary hemodynamic values were measured and calculated. Chest X-ray findings were defined and classified into the following five items. The items were emphysematous change; fibrosis, bronchiectasis and/or cavity (hereafter abbreviated as "fibrosis"); pulmonary resection and/or atelectasis; pleural thickening; and thoracoplasty. The extent of each finding was defined. We tried to describe chest X-ray findings by applying and categorizing these classifications and the extent to each case. First, we tried to estimate the grade of pulmonary hypertension by categorized X-ray findings. Further, we analyzed what kinds of findings were most influential on the increase of pulmonary artery mean pressure (PPA) and pulmonary arteriolar resistance (PAR). Secondly, we investigated whether PPA, cardiac index (CI) and PAR changed before and after oxygen administration. Thirdly, we analyzed what kind of X-ray findings most affected pulmonary hemodynamics under 100% oxygen administration for 10 minutes. The results were as follows: (1) Out of 107 cases, it was possible to predict PPA by categorized chest X-ray findings in 75 cases by Hayashi's first method of quantification, one of multivariative analyses. "Pleural thickening" was the most influential finding on the increase of PPA. "Fibrosis" was the most influential on the increase of PAR. (2) The values of PPA, CI and PAR decreased more after 100% oxygen administration than under room air breathing. Therefore, PAR was used as the index to estimate pulmonary hemodynamics under the condition of oxygen administration. (3) It was possible to measure PAR under oxygen administration (PARO2) in 72 cases. "Emphysematous change" was the most influential X-ray finding on the increase of PARO2. From these results, it was thought that pulmonary circulatory disorder in patients with tuberculosis sequelae was caused by the combination of various chest X-ray findings with the different extent. It was possible to predict pulmonary hypertension to a certain degree from categorized chest X-ray findings. It was suggested that "emphysematous change" less related to hypoxic pulmonary vasoconstriction than "fibrosis" and "pleural thickening" from the results of comparison among the partial correlation coefficients, which were associated with the increase of PAR under room air breathing and oxygen administration.(ABSTRACT TRUNCATED AT 400 WORDS)

Aged↗

Adolescent pregnancy: effects of family support, education, and religion on the decision to carry or terminate among Puerto Rican teenagers.

Why do some pregnant teenagers decide to carry to term while others terminate their pregnancy? This study examined the influence of family relationships and support, religion, and education on the decision to carry or to abort. A nonrandom sample of 43 pregnant Puerto Rican teenagers (21 who carried and 22 who aborted) were interviewed in 1982 using a 34-item interview schedule. It was found that girls in the carry group were more significantly influenced and supported by family and friends than were those in the abort group. Fathers were the least influential persons in both carry and abort groups, while mothers were the most influential in the carry group, and sisters in the abort group. Brothers, boyfriends, and best friends were more influential for carry girls than for abort girls. Contrary to expectations, girls in the abort group reported a greater degree of religiosity than did those in the carry group. Further, girls who received strong support from family and friends reported a higher degree of satisfaction with their decision than did those who received less support. Finally, girls in the abort group were more likely to continue their education than were those in the carry group. Overall, the findings of this study have immediate implications for research and counseling services. Practitioners should focus on the girls in conjunction with their families in order to achieve better results in both treatment and preventive services.

Abortion, Induced↗

Evaluation of a continuing education program in rheumatoid arthritis.

A continuing medical education (CME) program in rheumatoid arthritis was implemented and evaluated in six community hospitals. It was targeted at primary care physicians and utilized physicians identified by their peers as being educationally influential for the dissemination of content knowledge. Although inpatient and outpatient audits of physician records demonstrated little change in three control communities, substantial improvement in the utilization of diagnostic procedures and patient management was documented in the three intervention communities utilizing the influential physicians. CME delivered through community-based educationally influential physicians is an effective way to change physician behavior in small communities with no prior ongoing educational programs. This approach should improve the primary care given to patients with rheumatoid arthritis and reduce the need for participation of academic faculty in traditional CME programs.

Adrenal Cortex Hormones↗

Serial change in 123I-MIBG myocardial scintigraphy in non-insulin-dependent diabetes mellitus.

PURPOSE: We performed 123I-MIBG (MIBG) myocardial scintigraphy twice in patients with non-insulin-dependent diabetes mellitus (NIDDM) to investigate whether MIBG distribution was improved by pertinent clinical control. To determine the influential factors for MIBG distribution, we investigated the association between various clinical parameters and the serial change in MIBG uptake parameters. PATIENTS AND METHODS: Twenty NIDDM patients with no cardiac disorders were evaluated. Planar images were taken at 30 minutes (early) and 3 hours (delayed) after MIBG injection. The heart-to-upper-mediastinum uptake ratio (H/M) and washout ratio (WR) were calculated as parameters for estimating cardiac sympathetic function. Patients were divided into two groups, eight in the improved group and twelve in the unimproved group, according to the serial change in H/M. The mean interval between the baseline and the follow up study was 2.1 +/- 0.6 year. Differences between the means of the laboratory data in patients in both groups were compared for the baseline and the follow up study by using the paired t-test. As a means of determining the influential factors for a serial change of MIBG uptake, Fisher's exact test was performed to evaluate the association between the serial change in cardiac MIBG parameters and changes in other clinical parameters, such as blood sugar (BS) control, BS control method (insulin therapy), serum cholesterol control, and severity of diabetic complications. We also analyzed the association between the changes in CV(R-R) (coefficient variance of R-R intervals at rest ECG) or NCV (velocity of posterior tibial nerve) and those of other clinical parameters. Associations among these neurological parameters (MIBG parameters, CV(R-R) and NCV) were also analyzed. RESULTS: Paired t-tests showed a significant decrease in fasting blood sugar and fructosamine in the improved group in the follow up study compared to those in the baseline study. Nevertheless, Fisher's exact test showed no significant association between FBS, HbA1C, fructosamine and the improvement in cardiac MIBG uptake. The only significant association was observed between the serial change in H/M and the BS-control method (insulin therapy). Within the neurological parameters, a significant association was noted between the serial changes in H/M and CV(R-R). CONCLUSION: Although BS control was likely to be an important factor, it did not always ameliorate cardiac MIBG uptake. Based on the significant association between the BS-control method (insulin therapy) and MIBG uptake change, the severity of diabetes mellitus was likely to be a more influential factor. It was suggested that cardiac MIBG uptake could improve within the mild stage if controlled by diet therapy or an oral hypoglycemic agent in NIDDM.

3-Iodobenzylguanidine↗

Possible metabolic interaction between hexane and other solvents co-exposed at sub-occupational exposure limit levels.

OBJECTIVE: To investigate whether metabolic interactions exist between hexane (HEX) and other solvents when co-exposed at the levels below occupational exposure limits. METHODS: Workers, 219 men in ten workshops in total, volunteered to participate in the study. They were occupationally exposed to mixtures of HEX and one or more of toluene (TOL), ethyl acetate (EA) and acetone (ACE). Time-weighted average intensity of vapor exposures was monitored by diffusive personal sampling. 'Free'- and 'total'-2,5-hexanedione (HD) levels in the end-of-shift urine samples were determined by gas chromatography (GC) before and after acid hydrolysis of urine, respectively, and expressed as observed (HDob) or after correction for creatinine concentration (HDcr) or urine specific gravity (HDsg). Possible interaction was examined by multiple regression analysis (MRA), taking either free- or total-HD as a dependent variable, and the four solvent concentrations as independent variables. RESULTS: In most cases, exposure intensity did not exceed the current occupational exposure limits even when additiveness was assumed. In addition that HEX was the most influential independent variable in all cases as expected, the MRA showed that, in cases of free-HD, ACE was also influential to HDob although weakly, but not to HDcr or HDsg. With regard to total-HD, ACE was weakly influential to HDob and HDsg, and EA also weakly to HDcr. The effect of ACE on free- or total-HD was not detected, however, when 22 men exposed only to HEX and ACE were subjected to the same analysis. Similarly, the effect of EA on total-HD was not observed among the remaining 197 men exposed to HEX, TOL and EA only. CONCLUSIONS: When the exposures were below occupational exposure limits, the free-HD levels in urine after HEX exposure will not be modified by co-exposures to TOL, EA or ACE.

Acetates↗

Perceived smoking norms, socioenvironmental factors, personal attitudes and adolescent smoking in China: a mediation analysis with longitudinal data.

PURPOSE: To gather information on inter-relationships among risk factors affecting adolescent smoking for tobacco control in China, the world's largest tobacco producer and consumer. METHOD: Longitudinal data were collected six months apart in 2003 from 813 students in grades 7, 8, 10, and 11 from two schools in Beijing, China. Linear regression was used to assess both the direct effect from predictor variables (smoking among influential others, pro-tobacco media, and attitudes toward smoking) on cigarette use and the indirect effect mediated through the perceived smoking norms (percentage of smokers among peers). RESULTS: Among the 803 subjects (mean age of 15.5 years, SD = 1.7; 52.1% female), 18.3% of males and 1.7% of females smoked in the past 30 days. Smoking among influential others (best friends, father, mother, male teachers, female teachers, and adults in general) and perceived positive psychological and social rewards from smoking at baseline were associated with number of cigarettes smoked at follow-up, whereas exposure to pro-tobacco media was not significantly associated with smoking. The mediated effect was greater for adult smoking (70% to 90%) than for best friend smoking (11% to 16%). CONCLUSION: Smoking among influential others and attitudes toward smoking influence adolescent smoking both directly and indirectly. The finding of the indirect effect mediated through perceived smoking norms expands our knowledge on smoking etiology. Effective adolescent smoking intervention programs in China need to include a component targeting adult smoking to reduce perceived smoking norms.

Adolescent↗

Significant parameters in the optimization of MALDI-TOF-MS for synthetic polymers.

One of the most significant issues in any analytical practice is optimization. Optimization and calibration are key factors in quantitation. In matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-TOF-MS), instrument optimization is a limitation restricting quantitation. An understanding of the parameters that are most influential and the effects of these parameters on the mass spectrum is required for optimization. This understanding is especially important when characterizing synthetic polymers by MALDI-TOF-MS, due to the breadth of the polymer molecular mass distribution (MMD). Two considerations are important in quantitation, additivity of signal and signal-to-noise (S/N). In this study, the effects of several instrument parameters were studied using an orthogonal experimental design to understand effects on the signal-to-noise (S/N) of a polystyrene distribution. The instrument parameters examined included detector voltage, laser energy, delay time, extraction voltage, and lens voltage. Other parameters considered were polymer concentration and matrix. The results showed detector voltage and delay time were the most influential of the instrument parameters for polystyrene using all trans-retinoic acid (RA) as the matrix. These parameters, as well as laser energy, were most influential for the polystyrene with dithranol as the matrix.

Journal Article↗

Analysis of the QUESTOR water quality model using a Fourier amplitude sensitivity test (FAST) for two UK rivers.

This paper presents the sensitivity analysis of a well-known in-stream water quality model, QUESTOR (QUality Evaluation and Simulation TOol for River systems) as applied to two rivers of contrasting land-use in the northeast of England: the 'rural' Ouse and the 'urban' Aire. The analysis employed a version of the Fourier Amplitude Sensitivity Test (FAST) that quantifies the contribution of changes in individual parameters and combination of parameters to the variance of the model output (here the Nash-Sutcliffe) in an efficient way. The quantification of the sensitivity of the model output to the parameters led to the identification of the most influential parameters. Differences between the Aire and the Ouse were found, reflecting their different water quality regime. Results highlighted the importance of interactions between two, or more, parameters on the model output. It led to question the one-at-a-time calibration method currently applied with QUESTOR and underlined the importance of including interactions between parameters in sensitivity analyses. Comparison of the relative influence of parameters versus input data showed contrasting results. In the urban system, the inputs from discharges (sewage treatment works and industrial effluents) were highly influential on model outputs and generally more important than the model parameters. For the rural river, the tributary discharges were most influential, but only at a similar or a lower level than the model parameters.

Chlorides↗

Factors influencing a woman's choice to undergo breast-conserving surgery versus modified radical mastectomy.

BACKGROUND: The use of breast-conserving surgery (BCS) rather than modified radical mastectomy (MRM) for the treatment of breast carcinoma is an option for the majority of women (75%) with early stage breast cancer, but only 20% to 50% choose to undergo this procedure nationwide. The objective of this study was to identify factors influencing a woman's choice between BCS and MRM, and specifically, the surgeon's influence on this choice. METHODS: A total of 134 women eligible for BCS were sent a survey. Data obtained included demographics, influential factors in treatment choice, and satisfaction with preoperative discussion and postoperative results. RESULTS: Ninety-six women completed the questionnaire. Mean patient age was 62 years. Most women surveyed felt their treatment options were satisfactorily explained to them. BCS, MRM with reconstruction (MRM-R), and MRM without reconstruction (MRM-NR) were performed in 45%, 15%, and 40% of patients, respectively. Overall, the most influential factor was the fear of cancer. Women choosing BCS indicated that the surgeon, cosmetic result, and psychological aspects were more influential in their decision than in women undergoing MRM-NR (P <0.02). Fear of cancer was the most important factor affecting the choice to undergo MRM-NR. In comparing MRM-R with MRM-NR, there was a similar fear of cancer; however, MRM-R had much greater concern with cosmesis (P = 0.0002). CONCLUSION: The surgeon's input is important in a woman's choice to undergo BCS or MRM-R. However, it appears that if a woman wants to have MRM-NR, even when she is a candidate for BCS, the surgeon's input is overshadowed by the patient's fear of cancer.

Adult↗

[Upper tract urothelial tumor. Factors that influence survival].

MATERIAL AND METHODS: Study of the pathoanatomical features and influential factors on survival of 59 patients diagnosed with a tumour of the upper tract urothelium managed with radical surgery. RESULTS: Mean age 65 years, 83% male, and tumour located in the renal pelvis in 64% cases. 54% was pT1-2, 73% G1-2. 10% had node involvement and 15% metastasis. 44% presented concomitant vesical tumour. No surgery-related deaths were reported. 60% was still alive at study completion. Five-year overall actuarial survival was 60 +/- 7%. Mean survival was 134 months, and median survival 156(101-168 months. 95% CI). Gender, site, morphology, type, concomitant vesical tumour, nodes number and involvement do not significantly influence survival. Only tumour differentiation (p = 0.006) and pathological stage (p = 0.005) are significant in the univariate analysis. The multivariate study showed that pathological stage is the only factor that influences survival. CONCLUSIONS: The most influential independent factor on survival of patients with upper tract endothelium tumour is the pathological stage. Grade is influential in the univariate analysis, and is likely to be a subsidiary factor. Due to the small number of cases, it can not be ruled out that node involvement and type of tumour have an influence on survival.

Aged↗

Evaluation of key sources of variability in the measurement of pharmaceutical drug products by near infrared reflectance spectroscopy.

Potential sources of variability in the measurement of solid oral drug products by near infrared reflectance spectroscopy were evaluated with statistical experimental design. Spectra were collected for two different tablet types according to the data collection and treatment parameters defined by the experimental design. Each tablet had three different dose-levels. Libraries were constructed using second-derivative spectra. Key figures-of-merit generated during internal and external library validation were used to calculate which parameters most strongly influence the library performance for dose-level discrimination. These responses and their corresponding experimental conditions were evaluated with the screening model in the JMP program. Segment value used for the second-derivative calculation was an an influential factor and had a complex effect. Orientation on the sampling platform also had an influential effect for embossed tablets. Collection of spectra over fewer days decreased variability within the library. More frequent reference spectrum collection improved the performance of libraries to a small degree. A larger sample population increased the range of spectral variability within a dose-level but apparently not the overall performance of the library. The number of scans averaged per spectrum was not an influential factor in this study. These results are summarized and used to recommend an approach to dose-level discrimination.

Evaluation Studies as Topic↗