44 results on '"Kepler, T B"'
Search Results
2. A model of large-scale proteome evolution
- Author
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Universitat Politècnica de Catalunya. Departament de Física, Universitat Politècnica de Catalunya. SC-SIMBIO - Sistemes complexos. Simulació discreta de materials i de sistemes biològics, Vicente Solé, Ricardo, Pastor Satorras, Romualdo, Smith, E, Kepler, T .B., Universitat Politècnica de Catalunya. Departament de Física, Universitat Politècnica de Catalunya. SC-SIMBIO - Sistemes complexos. Simulació discreta de materials i de sistemes biològics, Vicente Solé, Ricardo, Pastor Satorras, Romualdo, Smith, E, and Kepler, T .B.
- Abstract
The next step in the understanding of the genome organization, after the determination of complete sequences, involves proteomics. The proteome includes the whole set of protein-protein interactions, and two recent independent studies have shown that its topology displays a number of surprising features shared by other complex networks, both natural and artificial. In order to understand the origins of this topology and its evolutionary implications, we present a simple model of proteome evolution that is able to reproduce many of the observed statistical regularities reported from the analysis of the yeast proteome. Our results suggest that the observed patterns can be explained by a process of gene duplication and diversification that would evolve proteome networks under a selection pressure, favoring robustness against failure of its individual components., Postprint (author's final draft)
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- 2002
3. An Information-Theoretic Method for the Treatment of Plural Ancestry in Phylogenetics
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Munshaw, S., primary and Kepler, T. B., additional
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- 2008
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4. Restricted isotype, distinct variable gene usage, and high rate of gp120 specificity of HIV-1 envelope-specific B cells in colostrum compared with those in blood of HIV-1-infected, lactating African women.
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Sacha, C R, Vandergrift, N, Jeffries, T L, McGuire, E, Fouda, G G, Liebl, B, Marshall, D J, Gurley, T C, Stiegel, L, Whitesides, J F, Friedman, J, Badiabo, A, Foulger, A, Yates, N L, Tomaras, G D, Liao, H X, Haynes, B F, Moody, M A, Permar, S R, and Kepler, T B
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- 2015
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5. SpA: web-accessible spectratype analysis: data management, statistical analysis and visualization
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He, M., primary, Tomfohr, J. K., additional, Devlin, B. H., additional, Sarzotti, M., additional, Markert, M. L., additional, and Kepler, T. B., additional
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- 2005
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6. Statistical analysis of antigen receptor spectratype data
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Kepler, T. B., primary, He, M., additional, Tomfohr, J. K., additional, Devlin, B. H., additional, Sarzotti, M., additional, and Markert, M. L., additional
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- 2005
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7. Codon bias and plasticity in immunoglobulins
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Kepler, T. B., primary
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- 1997
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8. Interdependence of N nucleotide addition and recombination site choice in V(D)J rearrangement.
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Kepler, T B, primary, Borrero, M, additional, Rugerio, B, additional, McCray, S K, additional, and Clarke, S H, additional
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- 1996
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9. Modeling and optimization of populations subject to time-dependent mutation.
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Kepler, T B, primary and Perelson, A S, additional
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- 1995
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10. Cellular interaction in germinal centers. Roles of CD40 ligand and B7-2 in established germinal centers.
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Han, S, primary, Hathcock, K, additional, Zheng, B, additional, Kepler, T B, additional, Hodes, R, additional, and Kelsoe, G, additional
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- 1995
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11. Domains of attraction and the density of static metastable states, in single-pattern iterated neural networks
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Kepler, T B, primary
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- 1991
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12. A linear two-state model with complex dynamics
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Elston, T. C. and Kepler, T. B.
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- 2001
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13. Waiting times to appearance and dominance of advantageous mutants: estimation based on the likelihood
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Radmacher, M. D. and Kepler, T. B.
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- 2001
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14. Genetic plasticity of V genes under somatic hypermutation: statistical analyses using a new resampling-based methodology.
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Oprea, M and Kepler, T B
- Abstract
Evidence for somatic hypermutation of immunoglobulin genes has been observed in all of the species in which immunoglobulins have been found. Previous studies have suggested that codon usage in immunoglobulin variable (V) region genes is such that the sequence-specificity of somatic hypermutation results in greater mutability in complementarity-determining regions of the gene than in the framework regions. We have developed a new resampling-based methodology to explore genetic plasticity in individual V genes and in V gene families in a statistically meaningful way. We determine what factors contribute to this mutability difference and characterize the strength of selection for this effect. We find that although the codon usage in immunoglobulin V genes renders them distinct among translationally equivalent sequences with random codon usage, they are nevertheless not optimal in this regard. We find that the mutability patterns in a number of species are similar to those we find for human sequences. Interestingly, sheep sequences show extremely strong mutability differences, consistent with the role of somatic hypermutation in the diversification of primary antibody repertoire in these animals. Human TCR V(beta) sequences resemble immunoglobulin in mutability pattern, suggesting one of several alternatives, that hypermutation is functionally operating in TCR, that it was once operating in TCR or in the common precursor of TCR and immunoglobulin, or that the hypermutation mechanism has evolved to exploit the codon usage in immunoglobulin (and fortuitously, TCR) rather than vice-versa. Our findings provide support to the hypothesis that somatic hypermutation appeared very early in the phylogeny of immune systems, that it is, to a large extent, shared between species, and that it makes an essential contribution to the generation of the antibody repertoire.
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- 1999
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15. The distribution of variation in regulatory gene segments, as present in MHC class II promoters.
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Cowell, L G, Kepler, T B, Janitz, M, Lauster, R, and Mitchison, N A
- Abstract
Diversity in the antigen-binding receptors of the immune system has long been a primary interest of biologists. Recently it has been suggested that polymorphism in regulatory (noncoding) gene segments is of substantial importance as well. Here, we survey the level of variation in MHC class II gene promoters in man and mouse using extensive collections of published sequences together with unpublished sequences recently deposited by us in the EMBL gene bank using the Shannon entropy to quantify diversity. For comparison, we also apply our analysis to distantly related MHC class II promoters, as well as to class I promoters and to class II coding regions. We observe a high level of intraspecies variability, which in mouse but not in man is localized to a significant extent near the binding sites of transcription factors-sites that are conserved over longer evolutionary distances. This localization may both indicate and enhance heterozygote advantage, as the presence of two functionally different promoters would be expected to confer flexibility in the immune response.
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- 1998
16. HLA and HIV infection progression: Application of the minimum description length principle to statistical genetics
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Hraber, P. T., Bette Korber, Wolinsky, S., Erlich, H. A., Trachtenberg, E. A., and Kepler, T. B.
17. The distribution of variation in regulatory gene segments, as present in MHC class II promoters
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Cowell, L. G., Kepler, T. B., Michael Janitz, Lauster, R., and Mitchison, N. A.
18. Optimal learning in neural network memories
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Abbott, L F, primary and Kepler, T B, additional
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- 1989
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19. Universality in the space of interactions for network models
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Abbott, L F, primary and Kepler, T B, additional
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- 1989
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20. Lack of IgA envelope-reactive antibody producing cells in terminal ileum in early and chronic HIV-1 infection.
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Trama, A. M., Liao, H., Foulger, A., Marshall, D. J., Whitesides, J. F., Parks, R., Meyerhoff, R., Lloyd, K. E., Donathan, M., Lucas, J., Soderberg, K., Kepler, T. B., Vandergrift, N., Yates, N., Tomaras, G. D., Moody, M. A., and Haynes, B. F.
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HIV infections - Abstract
An abstract of the research paper "Lack of IgA envelope-reactive antibody producing cells in terminal ileum in early and chronic HIV-1 infection," by A. M. Trama and colleagues is presented.
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- 2012
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21. Antibody-dependent cellular cytotoxicity-mediating antibodies from an HIV-1 vaccine efficacy trial preferentially use the VH1 gene family.
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Bonsignori, M., Pollara, J., Moody, M. A., Kepler, T. B., Chen, X., Gurley, T. C., Kozink, D. M., Marshall, D. J., Whitesides, J. F., Kaewkungwal, J., Nitayaphan, S., Pitisuttithum, P., Rerks-Ngarm, S., Kim, J. H., Michael, N. L., Montefiori, D. C., Liao, H., Ferrari, G., and Haynes, B. F.
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HIV ,IMMUNOGLOBULINS - Abstract
An abstract of the conference paper "Antibody-Dependent Cellular Cytotoxicity-Mediating Antibodies From an HIV-1 Vaccine Efficacy Trial Preferentially Use the VH1 Gene Family," by M. Bonsignori and colleagues is presented.
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- 2012
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22. The 185/333 gene family is a rapidly diversifying host-defense gene cluster in the purple sea urchin Strongylocentrotus purpuratus.
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Buckley KM, Munshaw S, Kepler TB, and Smith LC
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- Animals, Base Sequence, DNA genetics, Evolution, Molecular, Exons, Gene Duplication, Genetic Variation, Immunity, Innate genetics, Introns, Molecular Sequence Data, Phylogeny, Polymorphism, Single Nucleotide, Recombination, Genetic, Repetitive Sequences, Nucleic Acid, Sequence Deletion, Sequence Homology, Nucleic Acid, Multigene Family, Strongylocentrotus purpuratus genetics, Strongylocentrotus purpuratus immunology
- Abstract
The genome of the purple sea urchin contains numerous large gene families with putative immunological functions. One gene family, known as 185/333, is characterized by extraordinary molecular diversity resulting from single nucleotide polymorphisms and the presence or the absence of 27 large blocks of sequences known as elements. The mosaic composition of elements, known as element patterns, that is present within the members of this gene family is encoded entirely in the second of two exons. Many of the elements correspond to one of six types of repeats that are present throughout the genes. The sequence diversity and variation in element patterns led us to investigate the evolution of the 185/333 gene family. The work presented here suggests that the element patterns are the result of both recombination and duplication and/or deletion of intragenic repeats. Each element is composed of a limited number of similar but distinct sequences, and their distribution among the 185/333 genes suggests frequent recombination within this gene family. Phylogenetic analyses of five 185/333 elements and two regions of the intron were performed using two tests: incongruence length difference and incongruence permutation. Results indicated that each pair of sequence segments was incongruent, suggesting that recombination occurs frequently along the length of the genes, including both the intron and the second exon, and that recombination is not restricted to intact elements. Paradoxically, the high level of similarity among the elements indicated that the 185/333 genes appear to be the result of a recent diversification. These results add to the growing body of evidence suggesting that invertebrate immune systems are not simple and static, but are dynamic and highly complex, and may employ group-specific mechanisms for diversification.
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- 2008
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23. Classification of osteoarthritis biomarkers: a proposed approach.
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Bauer DC, Hunter DJ, Abramson SB, Attur M, Corr M, Felson D, Heinegård D, Jordan JM, Kepler TB, Lane NE, Saxne T, Tyree B, and Kraus VB
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- Arthrography, Biomarkers analysis, Disease Progression, Humans, Odds Ratio, Osteoarthritis diagnostic imaging, Osteoarthritis therapy, Prognosis, Risk Factors, Treatment Outcome, Osteoarthritis classification, Rheumatology
- Abstract
Objective: Osteoarthritis (OA) biomarkers are needed by researchers and clinicians to assist in disease diagnosis and assessment of disease severity, risk of onset, and progression. As effective agents for OA are developed and tested in clinical studies, biomarkers that reliably mirror or predict the progression or amelioration of OA will also be needed., Methods: The NIH-funded OA Biomarkers Network is a multidisciplinary group interested in the development and validation of OA biomarkers. This review summarizes our efforts to characterize and classify OA biomarkers., Results: We propose the "BIPED" biomarker classification (which stands for Burden of Disease, Investigative, Prognostic, Efficacy of Intervention and Diagnostic), and offer suggestions on optimal study design and analytic methods for use in OA investigations., Conclusion: The BIPED classification provides specific biomarker definitions with the goal of improving our ability to develop and analyze OA biomarkers, and to communicate these advances within a common framework.
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- 2006
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24. Stochasticity in transcriptional regulation: origins, consequences, and mathematical representations.
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Kepler TB and Elston TC
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- Feedback, Physiological, Models, Theoretical, Monte Carlo Method, Promoter Regions, Genetic, Time Factors, Gene Expression Regulation, Stochastic Processes, Transcription, Genetic
- Abstract
Transcriptional regulation is an inherently noisy process. The origins of this stochastic behavior can be traced to the random transitions among the discrete chemical states of operators that control the transcription rate and to finite number fluctuations in the biochemical reactions for the synthesis and degradation of transcripts. We develop stochastic models to which these random reactions are intrinsic and a series of simpler models derived explicitly from the first as approximations in different parameter regimes. This innate stochasticity can have both a quantitative and qualitative impact on the behavior of gene-regulatory networks. We introduce a natural generalization of deterministic bifurcations for classification of stochastic systems and show that simple noisy genetic switches have rich bifurcation structures; among them, bifurcations driven solely by changing the rate of operator fluctuations even as the underlying deterministic system remains unchanged. We find stochastic bistability where the deterministic equations predict monostability and vice-versa. We derive and solve equations for the mean waiting times for spontaneous transitions between quasistable states in these switches.
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- 2001
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25. Statistical inference of sequence-dependent mutation rates.
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Zavolan M and Kepler TB
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- Databases, Factual, Genetic Variation, Genome, Human, Humans, Molecular Sequence Data, Computational Biology trends, Mutation, Sequence Analysis, DNA standards, Statistics as Topic
- Abstract
Several lines of research are now converging towards an integrated understanding of mutational mechanisms and their evolutionary implications. Experimentally, crystal structures reveal the effect of sequence context on polymerase fidelity; large-scale sequencing projects generate vast amounts of sequence polymorphism data; and locus-specific databases are being constructed. Computationally, software and analytical tools have been developed to analyze mutational data, to identify mutational hot spots, and to compare the signatures of mutagenic agents.
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- 2001
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26. Complex systems analysis: a tool for shock research.
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Buchman TG, Cobb JP, Lapedes AS, and Kepler TB
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- Animals, Cell Physiological Phenomena, Gene Expression Regulation, Humans, Molecular Biology trends, Research, Shock metabolism, Shock pathology, Signal Transduction, Molecular Biology methods, Shock physiopathology
- Abstract
For the past century, students of shock have focused research efforts to illuminate specific mechanisms that cause, or fail as a consequence of, circulatory collapse. Although clinical strategies aimed at supporting or restoring individual organ systems have proven effective, many patients succumb to more generalized multiple organ system failure. We suggest that general biological systems failure cannot be interpreted through reliance on reductionist science. We propose that complex systems analysis is an essential tool for shock research and we evaluate its application to genomic technologies.
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- 2001
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27. Improved inference of mutation rates: I. An integral representation for the Luria-Delbrück distribution.
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Kepler TB and Oprea M
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- Cell Cycle genetics, Confidence Intervals, Markov Chains, Data Interpretation, Statistical, Models, Genetic, Mutation genetics, Statistical Distributions
- Abstract
The estimation of mutation rates is ordinarily performed using results based on the Luria-Delbrück distribution. There are certain difficulties associated with the use of this distribution in practice, some of which we address in this paper (others in the companion paper, Oprea and Kepler, Theor. Popul. Biol., 2001). The distribution is difficult to compute exactly, especially for large values of the random variable. To overcome this problem, we derive an integral representation of the Luria-Delbrück distribution that can be computed easily for large culture sizes. In addition, we introduce the usual assumption of very small probability of having a large proportion of mutants only after the generating function has been computed. Thus, we obtain information on the moments for the more general case. We examine the asymptotic behavior of this system. We find a scaling or "standardization" technique that reduces the family of distributions parameterized by three parameters (mutation rate, initial cell number, and final cell number) to a single distribution with no parameters, valid so long as the product of the mutation rate and the final culture is sufficiently large. We provide a pair of techniques for computing confidence intervals for the mutation rate. In the second paper of this series, we use the distribution derived here to find approximate distributions for the case where the cell cycle time is not well-described as an exponential random variable as is implicitly assumed by Luria-Delbrück distribution.
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- 2001
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28. Improved inference of mutation rates: II. Generalization of the Luria-Delbrück distribution for realistic cell-cycle time distributions.
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Oprea M and Kepler TB
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- Algorithms, Bias, Confidence Intervals, Genetics, Population, Phenotype, Phylogeny, Population Density, Time Factors, Cell Cycle genetics, Data Interpretation, Statistical, Models, Genetic, Mutation genetics, Statistical Distributions
- Abstract
In the first paper of this series (Kepler and Oprea, Theor. Popul. Biol. 2001) we found a continuum approximation of the Luria-Delbrück distribution in terms of a scaled variable related to the proportion of mutants in the culture. Here we show that the Luria-Delbrück distribution is inaccurate when realistic division processes are being considered due to the non-Markovian character of the cell cycle. We derive the expectation of the proportion of mutants in the culture for arbitrary cell-cycle time distributions. We then introduce a two-parameter generalization of the continuum Luria-Delbrück distribution for two of the more commonly used cell-cycle time distributions: gamma and shifted exponential. We obtain the generalized distribution by defining a map from the actual parameters to "effective" parameters. The effective mutation rate is obtained analytically, while the effective population size is obtained by fitting simulation data. Our simulations show that the second parameter depend mostly on the coefficient of variation of the cell-cycle time distribution.
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- 2001
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29. The targeting of somatic hypermutation closely resembles that of meiotic mutation.
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Oprea M, Cowell LG, and Kepler TB
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- Base Sequence, Binomial Distribution, Computational Biology methods, Computational Biology statistics & numerical data, DNA Mutational Analysis statistics & numerical data, DNA, Complementary genetics, Evolution, Molecular, Germ-Line Mutation, Humans, Immunoglobulin Variable Region genetics, Models, Immunological, Pseudogenes genetics, Sequence Homology, Nucleic Acid, Statistics, Nonparametric, DNA Mutational Analysis methods, Meiosis genetics, Meiosis immunology, Mutation
- Abstract
We have compared the microsequence specificity of mutations introduced during somatic hypermutation (SH) and those introduced meiotically during neutral evolution. We have minimized the effects of selection by studying nonproductive (hence unselected) Ig V region genes for somatic mutations and processed pseudogenes for meiotic mutations. We find that the two sets of patterns are very similar: the mutabilities of nucleotide triplets are positively correlated between the somatic and meiotic sets. The major differences that do exist fall into three distinct categories: 1) The mutability is sharply higher at CG dinucleotides under meiotic but not somatic mutation. 2) The complementary triplets AGC and GCT are much more mutable under somatic than under meiotic mutation. 3) Triplets of the form WAN (W = T or A) are uniformly more mutable under somatic than under meiotic mutation. Nevertheless, the relative mutabilities both within this set and within the SAN (S = G or C) triplets are highly correlated with those under meiotic mutation. We also find that the somatic triplet specificity is strongly symmetric under strand exchange for A/T triplets as well as for G/C triplets in spite of the strong predominance of A over T mutations. Thus, we suggest that somatic mutation has at least two distinct components: one that specifically targets AGC/GCT triplets and another that acts as true catalysis of meiotic mutation.
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- 2001
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30. Morphologic analysis correlates with gene expression changes in cultured F344 rat mesothelial cells.
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Crosby LM, Hyder KS, DeAngelo AB, Kepler TB, Gaskill B, Benavides GR, Yoon L, and Morgan KT
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- Animals, Apoptosis drug effects, Cell Cycle drug effects, Cells, Cultured, Epithelial Cells metabolism, Epithelial Cells pathology, Heme Oxygenase (Decyclizing) metabolism, Heme Oxygenase-1, Immunohistochemistry, Oxidative Stress, Rats, Rats, Inbred F344, Reverse Transcriptase Polymerase Chain Reaction, Bromates toxicity, Epithelial Cells drug effects, Gene Expression drug effects
- Abstract
The gene expression pattern of mesothelial cells in vitro was determined after 4 or 12 h exposure to the rat mesothelial, kidney, and thyroid carcinogen and oxidative stressor potassium bromate (KBrO(3)). Gene expression changes observed using cDNA arrays indicated oxidative stress, mitotic arrest, and apoptosis in treated immortalized rat peritoneal mesothelial cells. Increases occurred in oxidative stress responsive genes HO-1, QR, HSP70, GADD45, GADD153, p21(WAF1/CIP16), GST's, GAPDH, TPX, and GPX-1(0); transcriptional regulators c-jun, c-fos, jun B, c-myc, and IkappaB; protein repair components Rdelta, RC10-II, C3, RC-7, HR6B ubiquitin-conjugating enzyme and ubiquitin; DNA repair components PCNA, msh2, and O-6 methylguanine DNA methyltransferase; lipid peroxide excision enzyme PLA2; and apoptogenic components TNFalpha, iNOS1 and FasL. Decreases occurred in bcl-2 (antiapoptotic), bax alpha, bad, and bok (proapoptotic) and cell cycle control elements (cyclins). Cyclin G and p14ink4b (which inhibit entry into cell cycle) were increased. Numerous signal transduction, cell membrane transport, membrane-associated receptor, and fatty acid biosynthesis and repair components were altered. Morphologic endpoints examined were number of mitotic figures, number of apoptotic cells, and antibody-specific localization of HO-1 (which demonstrated increased HO-1 protein expression). PCR analysis confirmed HO-1, p21(waf1/cip1), HSP70, GPX1, GADD45, QR, mdr1, PGHS, and cyclin D1 changes. A model for KBrO(3)-induced carcinogenicity in the F344 rat mesothelium is proposed, whereby KBrO(3) generates a redox signal that activates p53 and results in transcriptional activation of oxidative stress and repair genes, dysregulation of growth control, and imperfect DNA repair leading to carcinogenesis., (Copyright 2000 Academic Press.)
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- 2000
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31. The nucleotide-replacement spectrum under somatic hypermutation exhibits microsequence dependence that is strand-symmetric and distinct from that under germline mutation.
- Author
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Cowell LG and Kepler TB
- Subjects
- Adenine immunology, Animals, Base Composition, Base Sequence, DNA Mutational Analysis methods, DNA Mutational Analysis statistics & numerical data, Gene Rearrangement, Humans, Immunoglobulin Variable Region genetics, Mice, Nucleotides genetics, Pseudogenes immunology, Thymine immunology, Germ-Line Mutation immunology, Nucleotides immunology
- Abstract
Somatic mutation is a fundamental component of acquired immunity. Although its molecular basis remains undetermined, the sequence specificity with which mutations are introduced has provided clues to the mechanism. We have analyzed data representing over 1700 unselected mutations in V gene introns and nonproductively rearranged V genes to identify the sequence specificity of the mutation spectrum-the distribution of resultant nucleotides. In other words, we sought to determine what effects the neighboring bases have on what a given base mutates "to." We find that both neighboring bases have a significant effect on the mutation spectrum. Their influences are complicated, but much of the effect can be characterized as enhancing homogeneity of the mutated DNA sequence. In contrast to what has been reported for the sequence specificity of the "targeting" mechanism, that of the spectrum is notably symmetric under complementation, indicating little if any strand bias. We compared the spectrum to that found previously for germline mutations as revealed by analyzing pseudogene sequences. We find that the influences of nearest neighbors are quite different in the two datasets. Altogether, our findings suggest that the mechanism of somatic hypermutation is complex, involving two or more stages: introduction of mis-pairs and their subsequent resolution, each with distinct sequence specificity and strand bias.
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- 2000
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32. Quantitative evaluation of alternative mechanisms of blood disposition of di(n-butyl) phthalate and mono(n-butyl) phthalate in rats.
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Keys DA, Wallace DG, Kepler TB, and Conolly RB
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- Administration, Oral, Animals, Dibutyl Phthalate analysis, Environmental Pollutants blood, Environmental Pollutants pharmacokinetics, Injections, Intravenous, Male, Models, Biological, Phthalic Acids blood, Rats, Rats, Sprague-Dawley, Rats, Wistar, Dibutyl Phthalate pharmacokinetics, Phthalic Acids pharmacokinetics
- Abstract
Phthalate esters are ubiquitous, low-level environmental contaminants that induce testicular toxicity in laboratory animals. The diester is rapidly metabolized in the gut to the monoester, which causes the testicular toxicity. Several physiologically based pharmacokinetic (PBPK) model structures have been evaluated for di(2-ethylhexyl) phthalate (DEHP) and mono(2-ethylhexyl) phthalate (MEHP). The objective of this study was to test these PBPK models for a less lipophilic phthalate diester, di(n-butyl) phthalate (DBP), and monoester, mono(n-butyl) phthalate (MBP). Alternate models describing enterohepatic circulation, diffusion-limitation, tissue pH gradients (pH trapping), and a simpler, flow-limited model were evaluated. A combined diffusion-limited and pH trapping model was also tested. MBP tissue:blood partition coefficients were similar when determined either experimentally by a nonvolatile, vial equilibration technique or algorithmically. All other parameters were obtained from the literature or estimated from MBP blood concentrations following intravenous or oral exposure to DBP or MBP. A flow-limited model was unable to predict MBP blood levels, whereas each alternative model had statistically better predictions. The combined diffusion-limited and pH trapping model was the best overall, having the highest log-likelihood function value. This result is consistent with a previous finding that the pH trapping model was the best model for describing DEHP and MEHP blood dosimetry, though it was necessary to extend the model to include diffusion-limitation. The application of the pH trapping model is a step toward developing a generic model structure for all phthalate esters, though more work is required before a generic structure can be identified with confidence. Development of a PBPK model structure applicable to all phthalate esters would support more realistic assessments of risk to human health from exposure to one or more members of this class of compounds.
- Published
- 2000
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33. Human immunodeficiency virus type 1-specific cytotoxic T lymphocyte activity is inversely correlated with HIV type 1 viral load in HIV type 1-infected long-term survivors.
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Betts MR, Krowka JF, Kepler TB, Davidian M, Christopherson C, Kwok S, Louie L, Eron J, Sheppard H, and Frelinger JA
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- CD4 Lymphocyte Count, CD4-Positive T-Lymphocytes immunology, Cross-Sectional Studies, Cytotoxicity Tests, Immunologic, Gene Products, pol genetics, Gene Products, pol metabolism, HIV Infections virology, HIV-1 physiology, Histocompatibility Antigens Class I classification, Histocompatibility Antigens Class I genetics, Histocompatibility Antigens Class I immunology, Humans, Longitudinal Studies, Male, Receptors, CCR5 genetics, Viral Load, HIV Infections immunology, HIV Long-Term Survivors, HIV-1 immunology, T-Lymphocytes, Cytotoxic immunology
- Abstract
HIV-1-specific cytotoxic T cell (CTL) activity has been suggested to correlate with protection from progression to AIDS. We have examined the relationship between HIV-specific CTL activity and maintenance of peripheral blood CD4+ T lymphocyte counts and control of viral load in 17 long-term survivors (LTSs) of HIV-1 infection. Longitudinal analysis indicated that the LTS cohort demonstrated a decreased rate of CD4+ T cell loss (18 cells/mm3/year) compared with typical normal progressors (approximately 60 cells/mm3/year). The majority of the LTSs had detectable, variable, and in some individuals, quite high (>10(4) RNA copies/ml) plasma viral load during the study period. In a cross-sectional analysis, HIV-specific CTL activity to HIV Gag, Pol, and Env proteins was detectable in all 17 LTSs. Simultaneous analysis of HIV-1 Gag-Pol, and Env-specific CTLs and virus load in protease inhibitor-naive individuals showed a significant inverse correlation between Pol-specific CTL activity and plasma HIV-1 RNA levels (p = 0.001). Furthermore, using a mixed linear effects model the combined effects of HIV-1 Pol- and Env-specific CTL activity on the viral load were significantly stronger than the effects of HIV-1 Pol-specific CTL activity alone on predicted virus load. These data suggest that the presence of HIV-1-specific CTL activity in HIV-1-infected long-term survivors is an important component in the effective control of HIV-1 replication.
- Published
- 1999
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34. Enhanced evolvability in immunoglobulin V genes under somatic hypermutation.
- Author
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Cowell LG, Kim HJ, Humaljoki T, Berek C, and Kepler TB
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- Arthritis genetics, Arthritis immunology, Arthritis, Rheumatoid genetics, Arthritis, Rheumatoid immunology, DNA, Complementary genetics, Evolution, Molecular, Gene Frequency, Humans, Selection, Genetic, Serine genetics, Genes, Immunoglobulin, Immunoglobulin Variable Region genetics, Mutation
- Abstract
Darwinian theory requires that mutations be produced in a nonanticipatory manner; it is nonetheless consistent to suggest that mutations that have repeatedly led to nonviable phenotypes would be introduced less frequently than others-if under appropriate genetic control. Immunoglobulins produced during infection acquire point mutations that are subsequently selected for improved binding to the eliciting antigen. We and others have speculated that an enhancement of mutability in the complementarity-determining regions (CDR; where mutations have a greater chance of being advantageous) and/or decrement of mutability in the framework regions (FR; where mutations are more likely to be lethal) may be accomplished by differential codon usage in concert with the known sequence specificity of the hypermutation mechanism. We have examined 115 nonproductively rearranged human Ig sequences. The mutation patterns in these unexpressed genes are unselected and therefore directly reflect inherent mutation biases. Using a chi2 test, we have shown that the number of mutations in the CDRs is significantly higher than the number of mutations found in the FRs, providing direct evidence for the hypothesis that mutations are preferentially targeted into the CDRs.
- Published
- 1999
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35. Quantitative evaluation of alternative mechanisms of blood and testes disposition of di(2-ethylhexyl) phthalate and mono(2-ethylhexyl) phthalate in rats.
- Author
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Keys DA, Wallace DG, Kepler TB, and Conolly RB
- Subjects
- Animals, Diffusion, Enterohepatic Circulation physiology, Hydrogen-Ion Concentration, Male, Models, Biological, Rats, Rats, Sprague-Dawley, Solubility, Phthalic Acids blood, Phthalic Acids pharmacokinetics, Plasticizers metabolism, Testis metabolism
- Abstract
Di(2-ethylhexyl) phthalate (DEHP), a commercially important plasticizer, induces testicular toxicity in laboratory animals at high doses. After oral exposure, most of the DEHP is rapidly metabolized in the gut to mono(2-ethylhexyl) phthalate (MEHP), which is the active metabolite for induction of testicular toxicity. To quantify the testes dose of MEHP with various routes of exposure and dose levels, we developed a physiologically based pharmacokinetic (PBPK) model for DEHP and MEHP in rats. Tissue:blood partition coefficients for DEHP were estimated from the n-octanol: water partition coefficient, while partition coefficients for MEHP were determined experimentally using a vial equilibration technique. All other parameters were either found in the literature or estimated from blood or tissue levels following oral or intravenous exposure to DEHP or MEHP. A flow-limited model failed to adequately simulate the available data. Alternative plausible mechanisms were explored, including diffusion-limited membrane transport, enterohepatic circulation, and MEHP ionization (pH-trapping model). In the pH-trapping model, only nonionized MEHP is free to become partitioned into the tissues, where it is equilibrated and trapped as ionized MEHP until it is deionized and released. All three alternative models significantly improved predictions of DEHP and MEHP blood concentrations over the flow-limited model predictions. The pH-trapping model gave the best predictions with the largest value of the log likelihood function. Predicted MEHP blood and testes concentrations were compared to measured concentrations in juvenile rats to validate the pH-trapping model. Thus, MEHP ionization may be an important mechanism of MEHP blood and testes disposition in rats.
- Published
- 1999
- Full Text
- View/download PDF
36. Nucleotide pool imbalance and adenosine deaminase deficiency induce alterations of N-region insertions during V(D)J recombination.
- Author
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Gangi-Peterson L, Sorscher DH, Reynolds JW, Kepler TB, and Mitchell BS
- Subjects
- Adenosine Deaminase Inhibitors, Adenosine Triphosphate metabolism, Cells, Cultured, Deoxyadenosines pharmacology, Deoxyguanine Nucleotides metabolism, Gene Rearrangement, B-Lymphocyte, Humans, Immunoglobulin M genetics, Sequence Analysis, DNA, Adenosine Deaminase deficiency, DNA Nucleotidylexotransferase metabolism, Deoxyribonucleotides metabolism, Purine-Pyrimidine Metabolism, Inborn Errors enzymology, Recombination, Genetic
- Abstract
Template-independent nucleotide additions (N regions) generated at sites of V(D)J recombination by terminal deoxynucleotidyl transferase (TdT) increase the diversity of antigen receptors. Two inborn errors of purine metabolism, deficiencies of adenosine deaminase (ADA) and purine nucleoside phosphorylase (PNP), result in defective lymphoid development and aberrant pools of 2'-deoxynucleotides that are substrates for TdT in lymphoid precursors. We have asked whether selective increases in dATP or dGTP pools result in altered N regions in an extrachromosomal substrate transfected into T-cell or pre-B-cell lines. Exposure of the transfected cells to 2'-deoxyadenosine and an ADA inhibitor increased the dATP pool and resulted in a marked increase in A-T insertions at recombination junctions, with an overall decreased frequency of V(D)J recombination. Sequence analysis of VH-DH-JH junctions from the IgM locus in B-cell lines from ADA-deficient patients demonstrated an increase in A-T insertions equivalent to that found in the transfected cells. In contrast, elevation of dGTP pools, as would occur in PNP deficiency, did not alter the already rich G-C content of N regions. We conclude that the frequency of V(D)J recombination and the composition of N-insertions are influenced by increases in dATP levels, potentially leading to alterations in antigen receptors and aberrant lymphoid development. Alterations in N-region insertions may contribute to the B-cell dysfunction associated with ADA deficiency.
- Published
- 1999
- Full Text
- View/download PDF
37. Drug concentration heterogeneity facilitates the evolution of drug resistance.
- Author
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Kepler TB and Perelson AS
- Subjects
- Anti-HIV Agents administration & dosage, Anti-HIV Agents pharmacokinetics, Anti-HIV Agents pharmacology, HIV Infections drug therapy, HIV Infections metabolism, HIV Infections virology, HIV-1 drug effects, HIV-1 genetics, HIV-1 physiology, Humans, Mathematics, Mutation, Virus Replication, Biological Evolution, Drug Resistance, Microbial genetics, Models, Biological
- Abstract
Pathogenic microorganisms use Darwinian processes to circumvent attempts at their control through chemotherapy. In the case of HIV-1 infection, in which drug resistance is a continuing problem, we show that in one-compartment systems, there is a relatively narrow window of drug concentrations that allows evolution of resistant variants. When the system is enlarged to two spatially distinct compartments held at different drug concentrations with transport of virus between them, the range of average drug concentrations that allow evolution of resistance is significantly increased. For high average drug concentrations, resistance is very unlikely to arise without spatial heterogeneity. We argue that a quantitative understanding of the role played by heterogeneity in drug levels and pathogen transport is crucial for attempts to control re-emergent infectious disease.
- Published
- 1998
- Full Text
- View/download PDF
38. Predicted and inferred waiting times for key mutations in the germinal centre reaction: evidence for stochasticity in selection.
- Author
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Radmacher MD, Kelsoe G, and Kepler TB
- Subjects
- Animals, Cell Differentiation, Humans, Stochastic Processes, Time Factors, Germinal Center, Mutation
- Abstract
The germinal centre reaction (GCR) is a fundamental component of the immune response to T-dependent antigens, during which the immunoglobulin (Ig) genes of B cells experience somatic hypermutation and selection. A maximum-likelihood method on DNA sequence data from 16 individual germinal centres was used to infer that the waiting time for position 33 key (high-affinity) mutations in the anti-(4-hydroxy-3-nitrophenyl) acetyl (NP) response is 8.3 days. This is in marked contrast to the prediction of a key mutant each generation (waiting time about 1/3 day) obtained from a simple model and parameters available in the literature. This disagreement is resolved in part by the finding that the targeted base occurs in a cold spot for hypermutation, raising the predicted waiting time to 2.3 days, although this value remains significantly lower than that inferred from the sequence data. It is proposed that the remaining disparity is attributable to some further stochastic process in the GCR: many early key mutations arise but fail to 'take root' within the GC, either due to emigration or failure of cognate T cell/B cell interaction. Furthermore, it is argued that the frequency with which position 33 mutations are found in secondary responses to NP indicates the presence of selection after the GCR.
- Published
- 1998
- Full Text
- View/download PDF
39. Somatic hypermutation in B cells: an optimal control treatment.
- Author
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Kepler TB and Perelson AS
- Subjects
- Animals, Antibody Affinity genetics, Antigens immunology, Cell Division immunology, Immunoglobulin Variable Region genetics, Kinetics, Mathematics, Vertebrates genetics, B-Lymphocytes immunology, Lymphocyte Activation genetics, Models, Genetic, Mutation immunology
- Abstract
The vertebrate immune system generates high-affinity antibodies to external antigens through a process of somatic hypermutation that takes place in germinal centers formed in the secondary lymphoid tissues. B cells proliferating in these germinal centers experience random mutations in the genes encoding the variable region of their immunoglobulin molecules and are subsequently selected for high-affinity binding to antigen. These germinal center reactions last for only about 2 weeks, yet in that time typically produce multiple point mutations resulting in affinity increases of factors of ten to a hundred or more. We have attempted to understand this extraordinary effectiveness by causing the problem of affinity maturation as an optimization problem in which a quantity that we call the total affinity is maximized as a functional of mu(t), the mutation rate as a function of time. We have developed a single-compartment model for the process and an optimization algorithm based on the Pontryagin maximum principle. Our results show that the optimum mutation schedule is one with brief bursts of high mutation rates interspersed between periods of mutation-free growth. Though this result at first seems highly non-physiological, we show that, in fact, it provides a framework within which the anatomy and kinetics of the germinal center reaction can be understood.
- Published
- 1993
- Full Text
- View/download PDF
40. Cyclic re-entry of germinal center B cells and the efficiency of affinity maturation.
- Author
-
Kepler TB and Perelson AS
- Subjects
- Mathematics, Mutation, B-Lymphocytes immunology, Germ Cells immunology, Immunoglobulin Variable Region genetics
- Abstract
Affinity maturation of the humoral immune response by somatic hypermutation is marked by a rapid and dramatic increase in affinity for the eliciting antigen. We suggest that the optimal mutation schedule is one in which periods of rapid mutation alternate with periods of mutation-free growth. The multicompartmental structure of the germinal center, together with re-entry of positively selected B cells back into the germinal center, will naturally implement such a schedule, thereby providing an anatomical basis for the efficiency of the germinal center reaction.
- Published
- 1993
- Full Text
- View/download PDF
41. Spike initiation and propagation on axons with slow inward currents.
- Author
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Kepler TB and Marder E
- Subjects
- Action Potentials physiology, Animals, Cybernetics, Electric Conductivity, Electric Stimulation, Electrophysiology, Models, Neurological, Axons physiology
- Abstract
We investigate spike initiation and propagation in a model axon that has a slow regenerative conductance as well as the usual Hodgkin-Huxley type sodium and potassium conductances. We study the role of slow conductance in producing repetitive firing, compute the dispersion relation for an axon with an additional slow conductance, and show that under appropriate conditions such an axon can produce a traveling zone of secondary spike initiation. This study illustrates some of the complex dynamics shown by excitable membranes with fast and slow conductances.
- Published
- 1993
- Full Text
- View/download PDF
42. Reduction of conductance-based neuron models.
- Author
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Kepler TB, Abbott LF, and Marder E
- Subjects
- Mathematics, Membrane Potentials, Models, Neurological, Neural Conduction, Neurons physiology
- Abstract
We present a scheme for systematically reducing the number of differential equations required for biophysically realistic neuron models. The techniques are general, are designed to be applicable to a large set of such models and retain in the reduced system as high a degree of fidelity to the original system as possible. As examples, we provide reductions of the Hodgkin-Huxley system and the A-current model of Connor et al. (1977).
- Published
- 1992
- Full Text
- View/download PDF
43. Geometric phase shifts in chemical oscillators.
- Author
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Kagan ML, Kepler TB, and Epstein IR
- Subjects
- Brain physiology, Chemical Phenomena, Chemistry, Iodine chemistry, Malonates chemistry, Oxidation-Reduction, Periodicity, Models, Chemical
- Abstract
One of the most remarkable developments in quantum mechanics in recent years has been the discovery that when a system is moved adiabatically around a closed loop in parameter space there occurs, besides the familiar dynamical phase shift, an additional phase shift (sometimes referred to as 'Berry's phase') that is purely geometric in nature. The dynamical phase shift, which results from the variation of the period of the oscillatory system with the change in parameters, is relatively easily understood and is proportional to the time over which the parameter change occurs. The geometric phase shift, on the other hand, is less intuitive and depends on the curvature of the surface in parameter space bounded by the closed path, but is independent of the time taken to traverse the circuit. Here we present evidence for time-independent geometric phase shifts in numerical solutions for a model of an oscillating chemical reaction. The conditions for the occurrence of such shifts seem to be sufficiently general that geometric phase effects should be experimentally observable in essentially all chemical oscillators as well as in biological networks such as the brain and the central nervous system, where phase control is of vital importance.
- Published
- 1991
- Full Text
- View/download PDF
44. The effect of electrical coupling on the frequency of model neuronal oscillators.
- Author
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Kepler TB, Marder E, and Abbott LF
- Subjects
- Action Potentials, Biological Clocks, Electric Conductivity, Electrophysiology, Mathematics, Membrane Potentials, Models, Biological, Neurons physiology
- Abstract
Neurons with oscillatory properties are a common feature of the nervous system, but little is known about how neural oscillators shape the behavior of neuronal networks or how network interactions influence the properties of neural oscillators. Mathematical models are used to examine the effect of electrically coupling an oscillatory neuron to a second neuron that is either silent or tonically firing. Models of oscillatory neurons with varying degrees of complexity show that this coupling can either increase or decrease the frequency of an oscillator, depending on its membrane potential wave form, the state of the neuron to which it is coupled, and the strength of the coupling. Thus, electrical coupling provides a flexible mechanism for modifying the behavior of an oscillatory neural network.
- Published
- 1990
- Full Text
- View/download PDF
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