9 research outputs found
Brane Calculi Systems: A Static Preview of their Possible Behaviour
We improve the precision of a previous Control Flow Analysis for Brane
Calculi, by adding information on the context and introducing causality
information on the membranes. This allows us to prove some biological
properties on the behaviour of systems specified in Brane Calculi.Comment: Presented at MeCBIC 201
Abstract Interpretation for Probabilistic Termination of Biological Systems
In a previous paper the authors applied the Abstract Interpretation approach
for approximating the probabilistic semantics of biological systems, modeled
specifically using the Chemical Ground Form calculus. The methodology is based
on the idea of representing a set of experiments, which differ only for the
initial concentrations, by abstracting the multiplicity of reagents present in
a solution, using intervals. In this paper, we refine the approach in order to
address probabilistic termination properties. More in details, we introduce a
refinement of the abstract LTS semantics and we abstract the probabilistic
semantics using a variant of Interval Markov Chains. The abstract probabilistic
model safely approximates a set of concrete experiments and reports
conservative lower and upper bounds for probabilistic termination
Verification of Spatial and Temporal Modalities in Biochemical Systems
AbstractBiochemical systems such as metabolic and signaling pathways tend to be arranged in a physical space: the product of one reaction must be in the right place to become the reactant for the subsequent reaction in the pathway. Moreover, in some cases, the behavior of the systems can depend on both, the location of the reactants as well as on the time needed for the reaction to occur. We address the problem of specifying and verifying properties of biochemical systems that exhibit both temporal and spatial modalities at the same time. For that, we use as specification language a fragment of intuitionistic linear logic with subexponentials (SELL). The subexponential signature allows us to capture the spatial relations among the different components of the system and the timed constraints for reactions to occur. We show that our framework is general enough to give a declarative semantics to P-Systems and we show that such logical characterization has a strong level of adequacy. Hence, derivations in SELL follow exactly the behavior of the modeled system
A Global Occurrence Counting Analysis for Brane Calculi
We propose a polynomial static analysis for Brane Calculi, based on Abstract Interpretation techniques. The analysis provides a description of the possible hierarchical structure of membranes and of the processes possibly associated to each membrane, together with global occurrence counting information. Our analysis
can be applied in the biological setting to investigate systems in which the information
on the number of membranes occurring in the system plays a crucial role
Causal static analysis for Brane Calculi
We present here a static analysis, based on Abstract Interpretation, obtained by defining an abstract version of the causal semantics for the Mate/Bud/Drip (MBD) version of Brane Calculi, proposed by Busi. Our analysis statically approximates the dynamic behaviour of MBD systems. More precisely, the analysis is able to describe the essential behaviour of the represented membranes, in terms of their possible interactions. Furthermore, our analysis is able to statically capture the possible causal dependencies among interactions, whose determination can be exploited to better understand the modelled biological phenomena. Finally, we apply our analysis to an abstract specification of the receptor-mediated endocytosis mechanism
A static analysis for Brane Calculi providing global occurrence counting information
In this paper we propose a static analysis for Brane Calculi [1], based on Abstract Interpretation [2] techniques. Our analysis statically approximates the dynamic behaviour of Brane systems, by providing a description of the possible hierarchical structure of membranes and of the processes possibly associated to each membrane, together with global occurrence counting information. Our analysis can be computed in polynomial time. We apply it to investigate several biological systems in which occurrence counting information plays a crucial role. In particular, our case study concerns the formation of the haemoglobin polymer in presence of alterations and investigate the influence that such alterations have on the ability of the haemoglobin polymer to bind oxygen molecules
An Analysis for Proving Temporal Properties of Biological Systems
This paper concerns the application of formal methods to biological systems, modeled specifically in BioAmbients [34], a variant of the Mobile Ambients [4] calculus. Following the semantic-based approach of abstract interpretation, we define a new static analysis that computes an abstract transition system. Our analysis has two main advantages with respect to the analyses appearing in literature: (i) it is able to address temporal properties which are more general than invariant properties; (ii) it supports, by means of a particular labeling discipline, the validation of systems where several copies of an ambient may appear