PubMed Health⌕ Search

SEARCH · PubMed Health

Results for “Model interpretability”

Explore indexed PubMed citations for clinical trials, systematic reviews and public health research. Read source abstracts and follow each citation to its original PubMed record.

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

At least 901 records · Page 50Linked to original sources

Statistical Effects of the Binding of Ionic Surfactant to Protein

Two different theories based on a multiple equilibrium model for analysing the binding data for ionic surfactant-protein interactions are investigated and modified, and intrinsic and statistical Gibbs free energies of binding per mole of surfactant are estimated. The characterization of the two models and interpretation of the binding process in terms of intrinsic and statistical binding free energies are discussed. These theories are applied to analysis of sodium n-dodecyl sulfate binding to ribonuclease A and lysozyme. Copyright 1997Academic Press

Journal Article↗

Electro-Viscous Effects on Liquid Flow in Microchannels.

The presence of the electrical double layer near a solid-liquid interface results in the electro-viscous effect on pressure-driven liquid flow through microchannels. The objective of this paper is to examine the magnitude of the additional flow resistance caused by the electrokinetic effect in microchannels. Deionized ultrafiltered water, 10(-4) and 10(-2) M aqueous KCl solutions, 10(-4) M AlCl(3) solution, and 10(-4) M LiCl solution were used as the testing liquids. Carefully designed flow measurements were conducted in three silicon microchannels with a height of 14.1, 28.2, and 40.5 µm, respectively. The measured dP/dx for the pure water, the 10(-4) M KCl solution, and the 10(-4) M LiCl solution was found to be significantly higher than the prediction of the conventional laminar flow theory at the same Reynolds number. Such a high flow resistance and the resulting high apparent viscosity strongly depend on the channel's height, the ionic valence, and the concentration of the liquids. The zeta potentials for the liquid-solid systems were calculated by using the measured streaming potential data. The experimentally determined dP/dx approximately Re relationships were compared with the predictions of a theoretical electro-viscous flow model, and a good agreement was found for pure water, 10(-4) M KCl solution, and 10(-4) MAlCl(3) solution systems. The present electrokinetic flow model cannot interpret the flow characteristics of the LiCl solution. Copyright 2001 Academic Press.

Journal Article↗

Thermus thermophilus cytochrome-c552: A new highly thermostable cytochrome-c structure obtained by MAD phasing.

The three-dimensional structure of cytochrome-c552 from Thermus thermophilus has been determined by the multiple anomalous dispersion technique using synchrotron radiation and refined to a resolution of 1.28 A. Data collection at 90 K and the recording of three data sets (f'-minimum: 7125 eV, f"-maximum: 7138 eV and reference for scaling: 10,077 eV) resulted in an initial electron density of very high quality at 2.1 A, which was readily interpretable for model building. The model was refined to an R value of 19.1% (Rfree=22.4%) at 1.28 A resolution using a fourth data set collected at a photon energy of 11,810 eV. Comparison of this thermophilic cytochrome with its mesophilic mitochondrial or bacterial counterparts reveals significant structural differences which are discussed with respect to their importance for thermostability and binding between this cytochrome and its corresponding ba3-oxidase. Amino acid sequence similarities to other class I cytochromes are very weak and entirely limited to the region around the CXXCH motif close to the N terminus. The N-terminal two-thirds of cytochrome-c552 cover spatial regions around the heme prosthetic group that are similar to those observed for other cytochromes. The actual secondary structural elements that are responsible for that shielding do not, however, correlate well to other structures. Only the N-terminal helix (containing the heme binding cysteine residues) aligns reasonably well with other class I cytochromes. The most striking differences that distinguish the present structure from all other class I cytochromes is the C-terminal one-third of the molecule that wraps around the remainder of the structure as a stabilizing clamp, the existence of an extended beta-sheet covering one edge of the heme and the lack of any internal water molecule.

Bacterial Proteins↗

Characterization, scaling, and partial representation of diffuse and discrete input junctions to CA3 hippocampus.

This paper applies a general mathematical system for characterizing and scaling functional connectivity and information flow across the diffuse (EC) and discrete (DG) input junctions to the CA3 hippocampus. Both gross connectivity and coordinated multiunit informational firing patterns are quantitatively characterized in terms of 32 defining parameters interrelated by 17 equations, and then scaled down according to rules for uniformly proportional scaling and for partial representation. The diffuse EC-CA3 junction is shown to be uniformly scalable with realistic representation of both essential spatiotemporal cooperativity and coordinated firing patterns down to populations of a few hundred neurons. Scaling of the discrete DG-CA3 junction can be effected with a two-step process, which necessarily deviates from uniform proportionality but nonetheless produces a valuable and readily interpretable reduced model, also utilizing a few hundred neurons in the receiving population. Partial representation produces a reduced model of only a portion of the full network where each model neuron corresponds directly to a biological neuron. The mathematical analysis illustrated here shows that although omissions and distortions are inescapable in such an application, satisfactorily complete and accurate models the size of pattern modules are possible. Finally, the mathematical characterization of these junctions generates a theory which sees the DG as a definer of the fine structure of embedded traces in the hippocampus and entire coordinated patterns of sequences of 14-cell links in CA3 as triggered by the firing of sequences of individual neurons in DG.

Animals↗

Vernier acuity with noisy lines: estimation of relative position uncertainty.

Vernier acuity experiments were carried out to obtain estimates of the minimal number of spatial samples extracted, and of the equivalent noise figure characterizing inherent limitations of the visual system in relative position detection tasks. Results are interpreted by modelling the visual system as an ideal detector limited by external noise and internal position uncertainty resulting from structural limitations and neural noise. Accordingly, we estimate that less than ten samples per line are extracted by the observer and that the equivalent noise figure or position uncertainty is of the order of 20 arc s.

Humans↗

Radionuclide assessment of pulmonary microvascular permeability.

The literature has been reviewed to evaluate the technique and clinical value of radionuclide measurements of microvascular permeability and oedema formation in the lungs. Methodology, modelling and interpretation vary widely among studies. Nevertheless, most studies agree on the fact that the measurement of permeability via pulmonary radioactivity measurements of intravenously injected radiolabelled proteins versus that in the blood pool, the so-called pulmonary protein transport rate (PTR), can assist the clinician in discriminating between permeability oedema of the lungs associated with the adult respiratory distress syndrome (ARDS) and oedema caused by an increased filtration pressure, for instance in the course of cardiac disease, i.e. pressure-induced pulmonary oedema. Some of the techniques used to measure PTR are also able to detect subclinical forms of lung microvascular injury not yet complicated by permeability oedema. This may occur after cardiopulmonary bypass and major vascular surgery, for instance. By paralleling the clinical severity and course of the ARDS, the PTR method may also serve as a tool to evaluate new therapies for the syndrome. Taken together, the currently available radionuclide methods, which are applicable at the bedside in the intensive care unit, may provide a gold standard for detecting minor and major forms of acute microvascular lung injury, and for evaluating the severity, course and response to treatment.

Adult↗

Recovery of brain and plasma cholinesterase activities in ducklings exposed to organophosphorus pesticides.

Brain and plasma cholinesterase (ChE) activities were determined for mallard ducklings (Anas platyrhynchos) exposed to dicrotophos and fenthion. Recovery rates of brain ChE did not differ between ducklings administered a single oral dose vs. a 2-week dietary dose of these organophosphates. Exposure to the organophosphates, followed by recovery of brain ChE, did not significantly affect the degree of brain ChE inhibition or the recovery of ChE activity at a subsequent exposure. Recovery of brain ChE activity followed the general model Y = a + b(logX) with rapid recovery to about 50% of normal, followed by a slower rate of recovery until normal ChE activity levels were attained. Fenthion and dicrotophos-inhibited brain ChE were only slightly reactivated in vitro by pyridine-2-aldoxime methiodide, which suggested that spontaneous reactivation was not a primary method of recovery of ChE activity. Recovery of brain ChE activity can be modeled for interpretation of sublethal inhibition of brain ChE activities in wild birds following environmental applications of organophosphates. Plasma ChE activity is inferior to brain ChE activity for environmental monitoring, because of its rapid recovery and large degree of variation among individuals.

Animals↗

Interaction of indole and tryptophan derivatives with sodium dodecyl sulfate micelles measured with ultraviolet absorption and fluorescence quenching.

The distribution of indole and tryptophan derivatives between sodium dodecyl sulfate (SDS) micellar and aqueous phases was analyzed using conventional methods of ultraviolet (UV) absorption spectroscopy and measurement of fluorescence quenching by succinimide. On the assumption of a simple pseudo-phase equilibrium between both phases the distribution coefficient was easily obtained by the measurement of the ratio Rpv of the absorbance intensity in the peak to that in the valley of the UV spectra or the fluorescence quenching constant Ksv. The possibilities and limitations of utilizing the ratio of the collisional quenching constant estimating from the Ksv value in the micellar phase to that in the aqueous phase for a measure of polarity of the microenvironment around the tryptophan derivatives in the SDS micelle is discussed in comparison with the Rpv values for the UV spectra. The indole ring in the derivatives in the SDS micelle is localized near or on the micelle-water interface with its imino group directed toward the aqueous phase. Thus it can serve as a feasible model for interpreting the distribution coefficients and Rpv values obtained for the various indole and tryptophan derivatives.

Indoles↗

The effects of neutrophil depletion on a completely noninvasive model of acute pancreatitis-associated lung injury.

CONCLUSION: A completely noninvasive animal model of acute pancreatitis-associated lung injury was used to show that neutrophils, activated by pancreatitis, play a key role in mediating pancreatitis-associated lung injury. BACKGROUND: Significant pulmonary complications have been known to occur in over 50% of patients with severe acute pancreatitis. Recent studies using a variety of animal models of pancreatitis have suggested that neutrophil activation may play an important role in mediating lung injury. However, in these models, the interpretation of the results is complicated because surgical manipulations alone could have resulted in the activation of neutrophils. METHODS: Young female mice were fed a choline deficient ethionine (CDE) supplemented diet. The severity of pancreatitis was evaluated by measuring hyperamylasemia, acinar cell necrosis, and pancreatic myeloperoxidase activity. Lung injury was quantified by measuring lung microvascular permeability and lung myeloperoxidase activity. To evaluate the role of neutrophils in CDE diet-induced pancreatitis-associated lung injury, animals were pretreated with antineutrophil serum. RESULTS: Mice fed the CDE diet develop pancreatitis-associated lung injury. Pretreatment of mice with antineutrophil serum results in marked depletion of circulating neutrophils. Under these conditions, the severity of pancreatitis is reduced and lung injury is completely prevented.

Acute Disease↗

Adult attachment style as mediator between childhood neglect/abuse and adult depression and anxiety.

BACKGROUND: There has been little prospective investigation of the relationship between adult attachment style and clinical levels of anxiety and major depression. This paper seeks to address this, as well as examining the potentially mediating role of adult insecure attachment styles in the relationship between childhood adverse experience and adult disorder. METHODS: 154 high-risk community women studied in 1990-1995, were followed-up in 1995-1999 to test the role of insecure attachment style in predicting new episodes of anxiety and/or major depressive disorder. The Childhood Experience of Care and Abuse (CECA) and the Attachment Style Interview (ASI) were administered at first interview and the Structured Clinical Interview for DSM-IV (SCID) administered at first and follow-up interview. Major depression and clinical level anxiety disorders (GAD, Social Phobia or Panic and/or Agoraphobia) were assessed at first contact and for the intervening follow-up period. RESULTS: 55% (85/154) of the women had at least one case level disorder in the follow-up period. Only markedly or moderately (but not mildly) insecure attachment styles predicted both major depression and case anxiety in follow-up. Some specificity was determined with Fearful style significantly associated both with depression and Social Phobia, and Angry-Dismissive style only with GAD. Attachment style was unrelated to Panic Disorder and/or Agoraphobia. In addition, Fearful and Angry-Dismissive styles were shown to partially mediate the relationship between childhood adversity and depression or anxiety. CONCLUSION: In order to correctly interpret lifespan models of adult psychiatric disorder, it is necessary to test for mediating factors. Attachment theory provides a framework for explaining how dysfunctional interpersonal style arising from early childhood perpetuates vulnerability to affective disorders. This has implications for intervention and treatment to break cycles of risk.

Adult↗

Proton evolution from photosystem II. Stoichiometry and mechanistic considerations.

1. In a sequence of flashes given to dark-adapted chloroplasts, the flash yield of proton release oscillates with a period of 4, which is similar but not identical to the oscillation of the O2 flash yield. 2. Using the proton release associated with ferricyanide reduction as a calibration, we computed that two protons are released in the terminal O2-liberating reaction; the other two protons are released in precursor conversion steps. 3. Analysis of the effect of preflashes on the oscillation pattern showed that the S1 leads to S2 transition releases no proton, the S0 leads to S1 transition somewhat less than one (0.75), and the S2 leads to S3 transition somewhat more than one (1.25). 4. The precision of the data was sufficient to exclude the possibility that in the four-step water oxidation, proton release follows a simple 1, 0, 1, 2 pattern. A possible model to interpret the observed flash yield patterns is discussed.

Chemical Phenomena↗

Comparative coherence studies in healthy volunteers and Down's syndrome patients from childhood to adult age.

Within the scope of the Munich Pediatric Longitudinal Study, EEG coherence was studied in 212 Down's syndrome patients and 342 healthy controls aged from 6 months up to 30 years. The digitalized EEG records were subjected to spectral analysis. Frequency band-related coherences were calculated to reveal age-specific differences in the functional relationship between two brain areas in Down's syndrome patients and controls. The results show that in the "eyes-open" state the intra-hemispheric coherence in the alpha band was significantly lower (P less than 0.05) in the Down's syndrome patients than in the controls whereas that in the delta bands it was generally higher. The intra-hemispheric coherence in the "eyes-closed" state was generally higher in the Down's syndrome groups than in the controls; however, significant differences could be detected only in some age groups. The age-specific development of coherence in the inter-hemispheric parieto-occipital region was almost identical in Down's syndrome children as in controls, both with open and closed eyes. The most distinct differences were found in the fronto-central inter-hemispheric coherence (P less than 0.01), while the coherence deficiencies in the Down's syndrome group became more prominent with increasing age from school age onwards. These electrophysiological results are compared with the results of neuropathological and neurophysiological studies of other authors. It can be suggested that there are correlations with a significantly small number of dendritic spines in Down's syndrome patients, which was determined in neuropathological examinations. A neuronal model of interpretation is presented which explains the increasing developmental deficit with age in Down's syndrome children.

Adolescent↗

A ligand field analysis of the spectroscopic differences between rubredoxin and desulforedoxin in the reduced state.

We propose a ligand field model to interpret the differences between the spectroscopic properties of reduced rubredoxin and desulforedoxin. The experimental data are well reproduced by using a common set of ligand field parameters and slightly different values of the mixing parameter theta for the two proteins. In this class of iron-sulfur clusters, the rhombic distortion could be modulated by variations of the S-Fe-S angles.

Ferredoxins↗

Quantitative interpretation of heavy ions effects: models for the biological effects of heavy ions.

Heavy ions are an important part of space radiation. Although they contribute only about 1 percent in number the fraction in terms of energy deposited is much higher. Also the quality of radiation is different from the other components since the LET is generally quite high. This poses the problem of Relative Biological Effectiveness (RBE). It is considerably more important in space than on earth because shielding measures are costly and sometimes not even feasible. Radiation hazards appear to be the limiting factor In long term space flights and their evaluation constitutes a major task. There is still no general agreement about RBE of earthbound radiation, and even less concerning the biological weighting of very heavy and very energetic ions in space. Because of the lack of experimental data--particularly for risk estimates in humans-- theoretical approaches may be very helpful in this respect and provide the only means to judge the radiation protection situation in outer space. In order to be useful careful checks of their consistency are necessary. This paper summarizes some of the more common approaches in a critical manner. The unhappy conclusion at the end will be that at present it is not possible to understand even heavy ion action on survival quantitatively with an acceptable precision.

Animals↗

EEG coherence analysis and field dependence.

The sensitivity of EEG coherence analysis was examined by comparing two groups of subjects that differed on a measure of information processing style. The psychological theory of field-dependence was combined with a physiological model for interpreting the EEG and led to the prediction that field-dependent subjects would have lower alpha band coherence than field-independent subjects. This was empirically supported. The results also demonstrated a negative linear correlation between field-dependence and EEG coherence during an eyes-closed 'resting' condition. Under this condition the more field-dependent a subject was, the lower their coherence tended to be. These results supported the hypothesis that EEG coherence analysis may be a sensitive measure of the EEG correlates of cortical functioning.

Adult↗

Coexistence of serotonin- and substance P-like immunoreactivity in nerve fibers apposing identified sympathoadrenal preganglionic neurons in rat intermediolateral cell column.

In this study we examined the possibility that serotonin (5-HT) and substance P (SP) coexist in fibers and terminals afferent to sympathoadrenal preganglionic (SAP) neurons in the intermediolateral cell column (IML) of the spinal cord. SAP neurons in the IML were identified by retrograde labeling with either Fast Blue or True Blue injected into the adrenal medulla of rats. A simultaneous immunofluorescent double labeling technique was used to identify both 5-HT- and SP-like immunoreactivity in single tissue sections. Labeled SAP neurons were observed which were apposed by fibers immunoreactive for either neurotransmitter, as well as SAP neurons apposed by neither 5-HT- nor SP-like immunoreactive structures. In addition, 5-HT- and SP-like immunoreactivity were observed in separate fibers apposing the same labeled neuron and coexisting in fibers and terminal appearing in apposition to labeled SAP neurons. These data suggest a complex interaction by these neurotransmitters in regulating sympathetic outflow and may provide a model for interpreting conflicting observations concerning the effects of local 5-HT administration on sympathetic nerve activity.

Adrenal Medulla↗

Behavior of large nucleic acids in reversed-phase high-performance liquid chromatography.

Large nucleic acids can be separated by reversed-phase high-performance liquid chromatography. Analysis shows that the retention time depends not only on the chain length but also on the base composition and the secondary structure of the molecule. A model is proposed to interpret their behavior. This model, called "multiple-point interaction theory" is based on the observation that macromolecules are flexible and very large compared to the hydrophobic phase (octadecylsilane) of the column. It explains the behavior of large nucleic acids in terms of an equilibrium of the macromolecule between the two phases through a multiple-point attachment to the chromatographic matrix, the parameters of the equilibrium being both the hydrophobicity of the base and the number of attachment points. This model fits the experimental data and can be applied to all types of flexible macromolecules, especially proteins and nucleic acids, when they are chromatographed on reversed-phase columns. The model is used to explain the separation of nucleic acids of importance in molecular biology.

Chromatography, High Pressure Liquid↗