Clustering categorical data: an approach based on dynamical systems

We describe a novel approach for clustering collections of sets, and its application to the analysis and mining of categorical data. By “categorical data,” we mean tables with fields that cannot be naturally ordered by a metric – e.g., the names of producers of automobiles, or the names of products offered by a manufacturer. Our approach is based on an iterative method for assigning and propagating weights on the categorical values in a table; this facilitates a type of similarity measure arising from the co-occurrence of values in the dataset. Our techniques can be studied analytically in terms of certain types of non-linear dynamical systems. Received February 15, 1999 / Accepted August 15, 1999     

Further characterization of cyclophosphamide resistance: expression of CD95 and of bcl-2 in a CML cell line

Drug resistance is a common cause of treatment failure in oncology. In addition to the resistance caused by over-expression of p-glycoprotein and similar molecules other mechanisms are involved in the selection or induction of drug resistant tumor cells. In this study, we characterized a CML cell line made resistant to cyclophosphamide (KBM7-B5-1803) further for the expression of apoptosis promoting and inhibiting molecules. We found that KBM7-B5-1803 has a 3 4-fold over-expression of the receptor CD95 (Fas/Apo-1) compared with the parent line. The regulation of CD95 by cytokines was comparable to other types of cells. Despite the inducibility and over-expression of CD95, CD95 failed to trigger apoptosis in both the parent and the drug resistant line. The drug resistant line has a particular pattern of the expression of bcl-2 family members: bcl-2 protein and message were expressed to a similar extent, however, compared with the parent line, the message for bclx short was decreased. P-glycoprotein was not expressed in either cell line. Taken together we show here in a leukemia cell line that the phenotype of cyclophosphamide resistance is associated with a particular pattern of apoptosis-related molecules.     

Evaluation of low density spine software for the assessment of bone mineral density in children

Pediatric dual-energy X-ray absorptiometry spine scans often cannot be analyzed with standard software due to a failure to identify the bone edges of low density vertebrae. Low density spine (LDS) software improves bone detection compared with standard software. The objective of this study was to compare bone mineral density (BMD) measurements obtained with the standard and LDS software in 27 healthy nonobese, 32 obese, and 41 chronically ill children, ages 2-18 years. Lumbar spine (L1-L4) BMD, measured by standard analysis, ranged from 0.531-1.244 gm/cm2. Reanalysis with the LDS software resulted in a systematic increase (mean +/- SD) in estimated bone area of 17.0+/-5.0%, an increase in bone mineral content of 6.1+/-6.3%, and a mean decrease in BMD of 8.7+/-1.7% (all p < 0.001). This resulted in a mean decrease in BMD Z score of 0.7+/-0.2. Linear regression models, predicting standard BMD from LDS BMD, were fit for the three subject groups (R2 = 0.993-0.995). Small differences in slopes were detected across groups (p = 0.07); LDS BMD predicted higher standard BMD in obese subjects. In conclusion, LDS analysis resulted in a clinically significant decrease in measured BMD. The association between analysis methods was exceptionally high (R2 > 0.99), indicating that LDS BMD accurately predicts standard BMD. Although LDS BMD in obese subjects predicts higher standard BMD results than in nonobese subjects, the small difference is of questionable clinical significance. LDS software is a useful tool for the assessment of BMD in children.     

Study of the feasibility of involving male student volunteers in case holding in an urban tuberculosis programme

AIMS: To investigate the effect of the angiotensin converting enzyme inhibitor, benazepril, on pulmonary function. METHODS: We investigated the influence of benazepril, on lung function and the interaction with inhaled salbutamol (0.1 to 6.6 mg) and histamine (0.03 to 30.69 g l-1) in normal subjects. Benazepril 20 mg, salbutamol 8 mg, propranolol 160 mg, and placebo were given orally once daily over 10 days. RESULTS: On day 8, there was no difference in the area under the salbutamol dose-response curves between benazepril, placebo and oral salbutamol (P > 0.05), propranolol shifted the curves to the right (P < 0.05). On day 10, histamine challenge resulted in following PD35sGaw values (geometric mean and 95% CI): with placebo 1.02 (0.95-1.09) g l-1, benazepril 1.04 (0.99-1.08), salbutamol 1.19 (1.13-1.25), propranolol 0.57 (0.50-0.65). CONCLUSIONS: Benazepril had no influence on baseline lung function, caused no interaction with inhaled salbutamol and the bronchial response to histamine was similar to placebo. However, our findings in normal subjects cannot be extrapolated automatically to asthmatics.     

Management of rhesus isoimmunization by preimplantation genetic diagnosis

Intracranial osteolipomas are rare lesions which occur in the region of the tuber cinereum. All cases reported to date have been incidental autopsy findings. We describe a patient who presented with a variety of neurological symptoms and had a typical osteolipoma surgically removed.     

Reply to comment on “Dependence on charge transfer band and emission properties by the crystal chemistry of A- and B-site cations in Eu3+-doped quaternary pyrochlore-type red phosphors,Ca(RE)1−x(M)NbO7 (RE=Y,Gd; M=Ti,Sn)”

Journal of Materials Science: Materials in Electronics -     

A retrospective study of changes in physical symptoms and body image after reduction mammaplasty

Reduction mammaplasty is performed typically to alleviate the painful physical symptoms of macromastia. Women who suffer from macromastia also frequently present to the plastic surgeon with heightened body image dissatisfaction and maladaptive behavioral changes in response to their breast size. Numerous investigations have demonstrated improvement in physical symptoms after breast reduction surgery. Studies have also suggested that psychological improvement occurs postoperatively; however, they have not used well-validated, standardized psychological measures. The present study is a retrospective analysis of the physical and psychological status of women who underwent reduction mammaplasty. One hundred ten patients who underwent a reduction mammaplasty between 1982 and 1996 were mailed a packet of questionnaires designed to assess current physical symptoms and body image. Sixty-one of the 110 patients (55 percent) responded. The vast majority reported substantial improvement or elimination of neck, back, shoulder, and breast pain, grooving from bra straps, poor posture, skin irritation, and social embarrassment. In addition, they reported significantly less dissatisfaction with their breasts as compared with a sample of breast reduction patients assessed preoperatively. Symptom relief and improved body image occurred independently of preoperative body weight, as we found few significant differences between obese and non-obese women concerning the resolution of physical symptoms or improvement in body image. Results provide further evidence of the efficacy of reduction mammaplasty not only for relief of physical symptoms but also for alleviation of body image dissatisfaction.