22 research outputs found
Reconstruction of cell population dynamics using CFSE
Background: Quantifying cell division and death is central to many studies in the biological
sciences. The fluorescent dye CFSE allows the tracking of cell division in vitro and in vivo and
provides a rich source of information with which to test models of cell kinetics. Cell division and
death have a stochastic component at the single-cell level, and the probabilities of these occurring
in any given time interval may also undergo systematic variation at a population level. This gives rise
to heterogeneity in proliferating cell populations. Branching processes provide a natural means of
describing this behaviour.
Results: We present a likelihood-based method for estimating the parameters of branching
process models of cell kinetics using CFSE-labeling experiments, and demonstrate its validity using
synthetic and experimental datasets. Performing inference and model comparison with real CFSE
data presents some statistical problems and we suggest methods of dealing with them.
Conclusion: The approach we describe here can be used to recover the (potentially variable)
division and death rates of any cell population for which division tracking information is available
Spatio-structural granularity of biological material entities
<p>Abstract</p> <p>Background</p> <p>With the continuously increasing demands on knowledge- and data-management that databases have to meet, ontologies and the theories of granularity they use become more and more important. Unfortunately, currently used theories and schemes of granularity unnecessarily limit the performance of ontologies due to two shortcomings: (i) they do not allow the integration of multiple granularity perspectives into one granularity framework; (ii) they are not applicable to cumulative-constitutively organized material entities, which cover most of the biomedical material entities.</p> <p>Results</p> <p>The above mentioned shortcomings are responsible for the major inconsistencies in currently used spatio-structural granularity schemes. By using the Basic Formal Ontology (BFO) as a top-level ontology and Keet's general theory of granularity, a granularity framework is presented that is applicable to cumulative-constitutively organized material entities. It provides a scheme for granulating complex material entities into their constitutive and regional parts by integrating various compositional and spatial granularity perspectives. Within a scale dependent resolution perspective, it even allows distinguishing different types of representations of the same material entity. Within other scale dependent perspectives, which are based on specific types of measurements (e.g. weight, volume, etc.), the possibility of organizing instances of material entities independent of their parthood relations and only according to increasing measures is provided as well. All granularity perspectives are connected to one another through overcrossing granularity levels, together forming an integrated whole that uses the <it>compositional object perspective </it>as an integrating backbone. This granularity framework allows to consistently assign structural granularity values to all different types of material entities.</p> <p>Conclusions</p> <p>The here presented framework provides a spatio-structural granularity framework for all domain reference ontologies that model cumulative-constitutively organized material entities. With its multi-perspectives approach it allows querying an ontology stored in a database at one's own desired different levels of detail: The contents of a database can be organized according to diverse granularity perspectives, which in their turn provide different <it>views </it>on its content (i.e. data, knowledge), each organized into different levels of detail.</p
Soil resource supply influences faunal size–specific distributions in natural food webs
The large range of body-mass values of soil organisms provides a tool to assess the ecological organization of soil communities. The goal of this paper is to identify graphical and quantitative indicators of soil community composition and ecosystem functioning, and to illustrate their application to real soil food webs. The relationships between log-transformed mass and abundance of soil organisms in 20 Dutch meadows and heathlands were investigated. Using principles of allometry, maximal use can be made of ecological theory to build and explain food webs. The aggregate contribution of small invertebrates such as nematodes to the entire community is high under low soil phosphorus content and causes shifts in the mass–abundance relationships and in the trophic structures. We show for the first time that the average of the trophic link lengths is a reliable predictor for assessing soil fertility responses. Ordered trophic link pairs suggest a self-organizing structure of food webs according to resource availability and can predict environmental shifts in ecologically meaningful ways
Identity-Linked Perceptions of the Police Among African American Juvenile Offenders: A Developmental Perspective
Ethnic identity development can play a role in youths' perceptions and attitudes concerning police, but this process has not been explored in delinquent samples. In this article, we examine how youths' perceptions of police legitimacy and levels of legal cynicism are related to processes of ethnic identity development. Participants were 561 black youth ages 14-18 (12% female) who were adjudicated of a felony or serious misdemeanor. Data were taken from semi-annual interviews conducted over 3 years. Increased ethnic identity exploration was related to positive perceptions of police legitimacy and lower legal cynicism. Higher ethnic identity affirmation predicted higher perceived legitimacy over time, but affirmation was not related to legal cynicism after accounting for psychosocial maturity. This study provides evidence that ethnic identity development operates similarly among high risk youth as in non-delinquent samples, and that it is connected to beliefs that can have implications for juvenile offenders' future compliance with the law.No Full Tex