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We present an alternative approach to Multiple Correspondence Analysis (MCA) that is appropriate when the data consist of
ordered categorical variables. MCA displays objects (individuals, units) and variables as individual points and sets of category
points in a low-dimensional space. We propose a hybrid decomposition on the basis of the classical indicator super-matrix,
using the singular value decomposition, and the bivariate moment decomposition by orthogonal polynomials. When compared to
standard MCA, the hybrid decomposition will give the same representation of the categories of the variables, but additionally,
we obtain a clear association interpretation among the categories in terms of linear, quadratic and higher order components.
Moreover, the graphical display of the individual units will show an automatic clustering. 相似文献
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Mutations in the CEL VNTR cause a syndrome of diabetes and pancreatic exocrine dysfunction 总被引:9,自引:0,他引:9
Raeder H Johansson S Holm PI Haldorsen IS Mas E Sbarra V Nermoen I Eide SA Grevle L Bjørkhaug L Sagen JV Aksnes L Søvik O Lombardo D Molven A Njølstad PR 《Nature genetics》2006,38(1):54-62
Dysfunction of the exocrine pancreas is observed in diabetes, but links between concurrent exocrine and endocrine pancreatic disease and contributing genetic factors are poorly characterized. We studied two families with diabetes and exocrine pancreatic dysfunction by genetic, physiological and in vitro functional studies. A genome-wide screen in Family 1 linked diabetes to chromosome 9q34 (maximal lod score 5.07). Using fecal elastase deficiency as a marker of exocrine pancreatic dysfunction refined the critical chromosomal region to 1.16 Mb (maximal lod score 11.6). Here, we identified a single-base deletion in the variable number of tandem repeats (VNTR)-containing exon 11 of the carboxyl ester lipase (CEL) gene, a major component of pancreatic juice and responsible for the duodenal hydrolysis of cholesterol esters. Screening subjects with maturity-onset diabetes of the young identified Family 2, with another single-base deletion in CEL and a similar phenotype with beta-cell failure and pancreatic exocrine disease. The in vitro catalytic activities of wild-type and mutant CEL protein were comparable. The mutant enzyme was, however, less stable and secreted at a lower rate. Furthermore, we found some evidence for an association between common insertions in the CEL VNTR and exocrine dysfunction in a group of 182 unrelated subjects with diabetes (odds ratio 4.2 (1.6, 11.5)). Our findings link diabetes to the disrupted function of a lipase in the pancreatic acinar cells. 相似文献
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Lombardo MF Ciriolo MR Rotilio G Rossi L 《Cellular and molecular life sciences : CMLS》2003,60(8):1733-1743
SH-SY5Y neuroblastoma cells were cultured for up to three serial passages in the presence of the copper chelator triethylene tetramine (Trien). The copper-depleted neuroblastoma cell line obtained showed decreased activities of the copper enzymes Cu, Zn superoxide dismutase and cytochrome c oxidase with concomitant increases in reactive oxygen species. Mitochondrial antioxidants (Mn superoxide dismutase and Bcl-2) were up-regulated. Overexpression and activation of p53 were early responses, leading to an increase in p21. Eventually, copper-depleted cells detached from the monolayer and underwent apoptosis. Activation of up-stream caspase-9, but not caspase-8, suggested that apoptosis proceeds via a mitochondrial pathway, followed by caspase-3 activation. The addition of copper sulfate to the copper-depleted cells restored copper enzymes, normalized antioxidant levels and improved cell viability. We conclude that prolonged copper starvation in these replicating cells leads to mitochondrial damage and oxidative stress and ultimately, apoptosis.Received 24 April 2003; accepted 23 May 2003 相似文献
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In this paper we present a way of conducting design of experiments by Multivariate Additive Partial Least-Squares Splines
models, in short MAPLSS. In the framework of optimal experimental design based on small samples, in order to select the most
informative MAPLSS model, we process an adaptive incremental selection of observations by a particular bootstrap procedure.
Why MAPLSS models? Because they inherit the advantages of the PLS regression that permits to capture additively non-linear
main effects and relevant interactions in the difficult framework of small samples. The effectiveness of this approach is
illustrated on the reservoir simulator data used to forecast oil production. 相似文献
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A. Isidori F. Dondero D. Lombardo 《Cellular and molecular life sciences : CMLS》1970,26(12):1375-1377
Riassunto Gli Autori hanno dimostrato mediante immunofluorescenza la positività immunologica della parete tubulare del testicolo umano, in un caso di azoospermia. Questo reperto si presta ad interessanti considerazioni riguardo al ruolo svolto dalla membrana basale della parete tubulare nelle malattie autoimmunologiche del testicolo. 相似文献
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C. E. Valenti R. J. Lombardo C. Libertun D. P. Cardinali 《Cellular and molecular life sciences : CMLS》1980,36(8):1012-1014
Summary Treatment of orchidectomized rats with LH, FSH or prolactin decreased the tubulin content of the medial basal hypothalamus (MBH), whereas FSH or prolactin augmented it in the adenohypophysis (AH). After castration, negative correlations existed between serum LH and total or polymerized MBH tubulin, whereas in the AH positive correlations were found. After estradiol-progesterone treatment of spayed rats a significant correlation was found between serum LH and the percentage of AH tubulin in the polymerized form.Deceased November 24, 1979This study was supported in part by grants from the Consejo Nacional de Investigaciones Científicas y Técnicas (CON-ICET), Argentina (grant no 6638) and a John Simon Guggenheim Memorial Foundation Fellowship to DPC. 相似文献
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F. Lombardo 《Cellular and molecular life sciences : CMLS》1972,28(12):1476-1477
Résumé Dans les cellules nerveuses deB. glabrata on observe un anneau de chromatine, DNA body, qui entoure le nucléole; entre le DNA body et la chromatine attenante à la paroi externe du nucléole existe un anneau clair parcouru par de très fins filaments. Le DNA body des cellules nerveuses rapelle une formation similaire, mais transitoire, présente dans les oocytes d'autres Invertébrés. 相似文献
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