Search PubMed⌕ Search

SEARCH · Search PubMed

Results for “Multivariate statistics”

Search indexed PubMed citations on genomics, clinical trials, systematic reviews and public health. Explore titles, authors and supplied subject terms, then open the PubMed record.

Quote a phrase for an exact phrase match. Source license links do not imply unrestricted reuse.

At least 1,531 records · Page 85Linked to original sources

Dentoskeletal and tongue soft-tissue correlates: a cephalometric analysis of rest position.

The relationship between dentoskeletal and tongue soft-tissue variables has been quantified in a sample of 60 adult females with normal and anterior open-bite malocclusions. Three lateral rest-position head films were obtained for each subject. A principal component analysis reduced the data base and six significant canonical correlations were identified. The first canonical correlation (r1 = 0.962) represented a size-related correlation factor between the two groups of variables. Subjects with characteristics of a short face syndrome and some evidence of overbite had tongue tips positioned below the lower occlusal plane (r2 = 0.929). In contrast, skeletal open-bite subjects (r4 = 0.759) revealed tongue tips ahead of and above the lower incisor teeth with the mandible in the rest position. Undererupted mandibular teeth (r5 = 0.666) were associated with a reduced tongue height and an inferior epiglottis; short tongue length (r6 = 0.563) correlated with a linear combination of upright central incisors, a small overjet, a low ANB angle, unerupted maxillary and mandibular teeth, and a steep occlusal plane. The multivariate statistical analysis extracted clinically significant associations between tongue soft-tissue and dentoskeletal variables. Tongue posture at rest in skeletal open-bite subjects appeared to be related to incisor position.

Adolescent↗

Antimicrobial proteins in human unstimulated whole saliva in relation to each other, and to measures of health status, dental plaque accumulation and composition.

Saliva antimicrobial proteins may interact in a common system to influence the oral ecology. Clinical studies of antimicrobial protein action thus may require a multiple-protein approach. Multivariate statistical methods have been used to describe possible patterns of interaction for lysozyme, lactoferrin, salivary peroxidase and secretory IgA in stimulated parotid saliva. However, oral microbes are most likely to encounter antimicrobial proteins in mixed resting saliva. Relationships among levels of lysozyme, lactoferrin, salivary peroxidase, and secretory IgA therefore were investigated in whole saliva from 216 subjects, and an attempt made to relate interperson variation in those proteins to differences in health and status, and dental plaque accumulation and composition. All proteins were significantly (alpha = 0.05) correlated with each other (r = 0.38-0.52, p less than 0.001). There was only one axis of common variation among proteins, and that axis was significantly correlated (p less than 0.001) with total protein (r = 0.84) and flow rate (r = -0.56). That pattern deviated from the previous finding that proteins of acinar origin tended to vary independently from proteins of ductal origin in stimulated parotid saliva. The difference between parotid and whole saliva may reflect constitutive secretion of all proteins at low levels of stimulation. Common variation of unstimulated saliva proteins suggests that antimicrobial actions can be compared in subjects at population extremes. There were no significant associations between antimicrobial proteins in whole saliva and measures of health status or plaque accumulation. However, the proportions of Streptococcus sanguis were significantly correlated with lysozyme (r = -0.26), lactoferrin (r = -0.34), peroxidase (r = -0.30), total protein (r = -0.37), flow rate (r = 0.24) and principal-components scores (r = -0.33) in a subset of subjects (n = 85) where commercial biochemical tests were used to supplement species identification by colony morphology. Those findings may indicate that saliva antimicrobial proteins can affect the composition of dental plaque.

Adolescent↗

Structure of mitochondrial F1-ATPase studied by electron microscopy and image processing.

The structure of soluble F1-ATPase (EC 3.6.1.3) has been investigated by computer analysis of individual molecular images extracted from electron micrographs of negatively stained particles. A total of 1241 images was interactively selected from several digitized micrographs and these images were subsequently aligned relative to different reference images. They were then submitted to a multivariate statistical classification procedure. We have focussed our attention on the main 'hexagonal' view which represents some 40% of our population of images. In this view, six masses are located on the outer region of the projection which are associated with the alpha and the beta subunits of the protein. A seventh mass is located close to the centre of the hexagon, but slightly off its exact midpoint. It has the shape of the letter V and its two legs point to two of the outer protein masses, or one alpha-beta subunit pair. The corner of the V has a density as high as those of the large subunits. Possible subunit arrangements and their consequences for the mechanism of ATP synthesis are discussed.

Animals↗

Infrared spectroscopic study of the interaction of diacylglycerol with phosphatidylserine in the presence of calcium.

The interaction of 1,2-dipalmitoylglycerol (DPG) with dipalmitoylphosphatidylserine (DPPS) has been studied in aqueous dispersion in the presence and in the absence of Ca2+ by using Fourier transform infrared spectroscopy (FT-IR) and 45Ca(2+)-binding. FT-IR showed that DPG increased the phase transition of DPPS and induced a rigidification of the DPPS/DPG-Ca2+ complex. In the absence of Ca2+, the incorporation of DPG produced an increase in the proportion of dehydrated carbonyl groups in the mixture of DPPS plus DPG whereas, in the presence of Ca2+, DPG suppressed the solid-solid phase transition of phosphatidylserine-Ca2+ complexes. The phosphate band of DPPS was analyzed using a multivariate statistical analysis, indicating that DPG induced a higher dehydration of the PO2- group in the presence of subsaturating Ca2+ concentrations. Even very low concentrations of DPG, such as 2 mol%, already produced a significant effect. In the presence of both DPG and Ca2+, dehydration of DPPS increased, so that full dehydration was reached at a DPPS/Ca2+ molar ratio of 2.94 instead of 2.04 as observed for pure DPPS. However, the stoichiometry of the binding of Ca2+ to DPPS was not significantly altered by the inclusion of DPG as revealed by 45Ca(2+)-binding experiments, indicating that, in this situation, full dehydration of the PO2- groups of DPPS was reached when approx. 2 out of every 3 molecules of DPPS were binding Ca2+. The effects reported here for the interaction of DPG with DPPS may be significant for a number of biological situations where Ca2+, phosphatidylserine and diacylglycerols are involved, such as fusion of membranes or the activation of protein kinase C, where the dehydration effect produced by diacylglycerols may explain, at least in part, their effects.

Calcium↗

Combinations of evoked potential amplitude measurements in relation to psychiatric diagnosis.

The purposes of this investigation were (1) to determine the extent to which single nonredundant measures, derived from optimal combinations of evoked potential (EP) amplitude measurements, could differentiate between various groups of psychiatric patients and between patients and nonpatients, and (2) to assess the replicability of such discriminations. Somatosensory, visual, and auditory EPs were recorded from 15 locations in 253 unmedicated patients and 99 nonpatients. Multivariate statistical methods were used to reduce the amplitude measurements to sets of factor scores that met specified criteria for entry into discriminant analyses between pairs of the following groups: nonpatients, neuroses, personality disorders, schizophrenias, schizotypal/borderlines, major depressives, and manics. Sensitivity, specificity, and predictive value were assessed for discriminant scores. The discriminant scores yielded many differences between groups, most of which were replicable in split-half analyses. Among these were differences between all six patient groups and nonpatients, and between schizophrenics and nonpsychotics. Split-half discriminant analyses were also performed with 12 measures that were obtained by taking the means of factor scores grouped by sensory modality, time, and spatial location; these variables, used without preselection, provided several replicable diagnostic discriminations.

Adolescent↗

Prediction of subtype and severity of depression by means of dexamethasone suppression test, L-tryptophan: competing amino acid ratio, and MHPG flow.

The score on the Hamilton Depression Rating Scale (HDRS), the L-tryptophan:competing amino acid (valine + leucine) (L-TRP:CAA) ratio, and the 3-methoxy-4-hydroxyphenylglycol (MHPG) flow in 24-hr urine were recorded in 83 depressed patients undergoing a Dexamethasone Suppression Test (DST). The subjects were diagnostically subdivided according to DSM-III into minor depression (296.82, 300.40, 309.00), major depression without melancholia (296.X2), with melancholia (296.X3), or with psychotic features (296.X4). Minor depression, major depression with melancholia, and major depression with psychotic features can be regarded as distinct biological entities. Major depression without melancholia is a heterogeneous group with reference to the biological markers. By combining these biological data with age in a discriminant function analysis, 81.9% of all depressed patients can be correctly classified into minor or major depression groups. The combined biological markers can also be used to predict the severity of the depression; 42.5% of the variance in the HDRS score is accounted for by multiple regression on the biological figures. Multivariate statistical techniques considerably improve prediction for both subtype and severity of depression.

Adjustment Disorders↗

Multivariate analyses of the EEG in normal adolescents.

We investigated the computerized electroencephalography (cEEG) in a group of 85 normal adolescents. The spatial frequency of the cEEG was analyzed using various multivariate statistical techniques. The factor analyses revealed three factors that accounted for most of the variability in the data and that could be interpreted as a low versus high frequency, a beta frequency, and a frontal versus posterior factor. The cluster analysis revealed various EEG patterns that distinguished among subgroups of normal individuals.

Adolescent↗

The functional anatomy of middle latency auditory evoked potentials.

The neural origins of middle latency auditory evoked potentials (MAEP) were studied in rat cortex. MAEP were mapped from the cortical surface with a high spatial resolution electrode array. Spatiotemporal analysis, based on multivariate statistical methods, was then used to relate putative neural generators of the MAEP complex to established cytoarchitectural anatomy. These data indicate that the MAEP waveform reflects systematic asynchronous activation of both primary and secondary auditory cortex during the processing of simple click stimuli.

Acoustic Stimulation↗

On the optimum selection of diagnostic tests in computer-aided differential diagnosis.

A new method with multivariate individual selection of diagnostic tests for computer-aided differential diagnosis is presented. It has been developed on the basis of new results of our own in the field of mathematical decision theory. Its application to the differential diagnosis of four congenital heart diseases by means of ECG features proves our method to be superior to the usual multivariate statistical analysis. Establishing the individual optimum sequence of diagnostic tests for each patient our diagnostic procedure needs only two-thirds of the diagnostic tests used by the methods until now without an increase of the error rate. The error rate can be further reduced by additional introduction of the so-called reserved diagnostic statement. The managing of our procedure may be compared with the diagnostic behavior of a physician.

Child↗

The quantitative measurement of changes in EEG frequency spectra produced in the cat by sedative-hypnotics and neuroleptics.

The sedative-hypnotic secobarbital and the sedative-anti-anxiety agent, chlordiazepoxide and two neuroleptics, chlorpromazine and halopridol, were treated for effects on the EEG of the cat using broad-band frequency analysis of 6 brain sites. Dose-related, 'drug-=specific' effects were abstracted from the data by the use of multivariate statistical techniques. These demonstrated that the two neuroleptic agents produced very similar alterations in the EEG frequency spectrum which were distinctly different from those resulting from the administration of the sedative-hypnotic and the sedative-anti-anxiety agent. The time-course of the central activity of the 4 compounds was also depicted.

Animals↗

Computerized recognition of persons by EEG spectral patterns.

Modified techniques of communication theory in connection with multivariate statistical procedures were applied to a sample of 82 patients for the purpose of defining EEG spectral patterns and for solving the relevant classification problems. Ten measurements per patient were made and it could be shown that a subject can be characterized and be recognized by his EEG spectral pattern with high reliability and a confidence probability of almost 90%. This result is valid not only for normal adults but also for schizophrenic patients, implying a close relationship between the EEG spectral pattern and the individual person. At the moment the nature of this relationship is not clear; in particular the supposed relationship to psychopathology could not be proved.

Adult↗

Drug-specific EEG frequency spectra and their time courses produced in the cat by antidepressants and a benzodiazepine.

The results of the tricyclic antidepressants imipramine, desipramine and doxepin and the anti-anxiety agent diazepam were tested for their effects on the frequency distribution of spontaneous brain electrical activity (EEG) in the cat. Multivariate statistical techniques were employed to make an objective and quantitative assessment of the results of broad-band frequency analysis in terms of certain dose-related and drug-specific variables. In spite of several clinical and pharmacological differences in their properties, the antidepressants produced remarkably similar profiles of frequency change which were unrelated to those produced by diazepam.

Animals↗

Antinociceptive effect of paracetamol in rats is partly dependent on spinal serotonergic systems.

The possible involvement of bulbo-spinal monoaminergic pathways in the antinociceptive effect of paracetamol was investigated in rats. Serotonergic pathways were lesioned with intrathecal 5,6-dihydroxytryptamine (5,6-DHT), and noradrenergic pathways with 6-hydroxydopamine (6-OHDA). Intact and lesioned rats were tested in the formalin test after i.p. paracetamol (400 mg/kg) or vehicle. Behaviour was scored for 1 h after the dorsal injection of 100 microliters of 5% formalin into one hind paw. Behavioural variables were evaluated with a multivariate statistical procedure, as well as an analysis of variance. Paracetamol itself reduced pain-related behaviour and increased normal motor activity. This antinociceptive effect was reduced in rats lesioned with 5,6-DHT. In lesioned rats paracetamol caused a change in nociceptive behaviour from active, focused behaviour towards passive, protective and non-focused behaviour in the early phase of the formalin test. No significant effect of lesioning with 6-OHDA upon the paracetamol effect was found. These results show that activation of spinal serotonergic systems is involved in the antinociceptive effect of paracetamol. The relative importance of this mechanism in the central effect of paracetamol and the mechanisms that cause the activation remain to be determined.

5,6-Dihydroxytryptamine↗

The molecular chaperone TF55. Assessment of symmetry.

TF55-like factor from Sulfolobus solfataricus was purified to homogeneity and analyzed by electron microscopy and image analysis to determine the symmetries of these particles. Three different procedures were used to analyze the electron micrographs: (1) fuzzy-set based classification of the particles according to their rotational power spectra; (2) multivariate statistical analysis based on singular value decomposition; (3) circular harmonic analysis. Averages obtained from the three methods show unequivocally that the TF55-like complex presents a 9-fold symmetry.

Archaeal Proteins↗

Influence of testosterone on precocious sexual development in immature rainbow trout.

The influence of testosterone on plasma and pituitary levels of gonadotrophin (GTH) as well as on gonadal development was studied in immature rainbow trout. Among the animals receiving a testosterone-cocoa butter implant (200 micrograms) at the age of 5 months, gonadal puberty occurred 8 months later in half of the males (opposite to the controls which remained immature) and the beginning of oocyte maturation was observed in only one female. These animals were characterized by a higher pituitary GTH level. Owing to the multivariate statistical analyses made, it was possible to provide evidence for the presence of two populations with different reactions to the same steroid treatment. They also confirmed the existence of a positive testosterone feedback, in the male, leading to a precocious gonadal development. The pituitary GTH load obtained with 200 micrograms of testosterone seemed to be related to the age of first maturation. The secretion of an appropriate level of GTH resulting in the stimulation of gametogenesis required the availability of a relatively large pituitary GTH level and seemed to be possible because the animals were already in the pubertal period. The fact that the highest pituitary GTH level of the treated lot was found in the only female showing a beginning of sexual maturation suggests that testosterone may also act in females.

Animals↗

Behavioral and endocrine correlates of multiple brooding in the semicolonial house sparrow Passer domesticus. I. Males.

Behavioral and endocrine changes associated with reproductive events were studied in free-living male house sparrows (Passer domesticus). Circulating levels of luteinizing hormone (LH), testosterone (T), and dihydrotestosterone (DHT) were maximal during egg-laying and declined during incubation and the first 2/3 of the nestling stage. As the young approached fledging, levels of LH and T rose to levels similar to those of the first egg-laying stage. This pattern was repeated three to five times during the prolonged breeding season of this species. Multivariate statistical analysis demonstrated that elevated levels of LH and androgens during egg-laying stages were associated with high rates of intrusion at nests by conspecifics, especially other adult males, and elevated levels of agonistic activity, nest defense, and mate-guarding behavior by breeding males. Feeding rates of males declined significantly as plasma levels of T began to rise. Concentrations of corticosterone (B) were high during each egg-laying and nestling stage and were correlated with high or rising levels of reproductive hormones. This suggests that reproductive activity, while energetically demanding, was not overly stressful to these birds. Body mass and fat depots were lowest during the final brood of the season. We suggest that the temporal pattern of circulating levels of T in male house sparrows is an adaptation which compromises between two conflicting selective pressures: a high level of male-male competition for limiting nesting sites in a semicolonial setting, and a strong demand for parental care associated with large broods of altricial young.

Androgens↗

Behavioral and endocrine correlates of multiple brooding in the semicolonial house sparrow Passer domesticus. II. Females.

Behavioral and endocrine changes associated with reproductive events were studied in free-living female house sparrows (Passer domesticus). Circulating levels of luteinizing hormone (LH) and estradiol (E2) were maximal during egg-laying, declined during incubation, and began to rise during the nestling stage. This pattern was repeated three to five times during the prolonged breeding season of this species. Multivariate statistical analysis demonstrated that elevated levels of LH and E2 were associated with maximal sexual activity, high rates of intrusion at nests by conspecifics, and elevated rates of agonistic activity. Patterns of sexual activity varied during the season and perhaps reflected differing strategies for protecting paternity adopted by the male. Curiously, elevated levels of testosterone (T) and dihydrotestosterone (DHT) were not associated with high levels of intrusion or agonistic response, but rather were associated with incubation stages. As in males, concentrations of corticosterone (B) were high during each egg-laying and nestling stage and were associated with high or rising levels of reproductive hormones, suggesting that reproductive activity was not overly stressful to these birds. Body mass and fat depots declined during the season and may regulate termination of reproduction. It appears that access to abundant food resources found in association with human dwellings allows house sparrows to maintain reproductive activity longer than most other temperate-zone dwelling bird species.

Animals↗

[Original method of multivariate analysis, adapted for comparison of mean evoked potentials: E2 test].

This paper describes a multivariate statistical method of analysis for the comparison of 2 paired series. For such paired series, this test, called E2, is analogous to the generalized Hotteling T2 test, as epsilon test (pairing method) is analogous to Student's t test. Here we give an example of its application to a comparison of curves, in this particular case average auditory evoked potentials, picked up at symmetrical points on the scalp.

Acoustic Stimulation↗