Modeling stochasticity and robustness in gene regulatory networks.

MOTIVATION: Understanding gene regulation in biological processes and modeling the robustness of underlying regulatory networks is an important problem that is currently being addressed by computational systems biologists. Lately, there has been a renewed interest in Boolean modeling techniques for gene regulatory networks (GRNs). However, due to their deterministic nature, it is often difficult to identify whether these modeling approaches are robust to the addition of stochastic noise that is widespread in gene regulatory processes. Stochasticity in Boolean models of GRNs has been addressed relatively sparingly in the past, mainly by flipping the expression of genes between different expression levels with a predefined probability. This stochasticity in nodes (SIN) model leads to over representation of noise in GRNs and hence non-correspondence with biological observations. RESULTS: In this article, we introduce the stochasticity in functions (SIF) model for simulating stochasticity in Boolean models of GRNs. By providing biological motivation behind the use of the SIF model and applying it to the T-helper and T-cell activation networks, we show that the SIF model provides more biologically robust results than the existing SIN model of stochasticity in GRNs. AVAILABILITY: Algorithms are made available under our Boolean modeling toolbox, GenYsis. The software binaries can be downloaded from http://si2.epfl.ch/ approximately garg/genysis.html.

L'histoire naturelle au XVIe siècle : regards, lectures et discours sur la nature à travers l'exemple de La nature et diversité des poissons de Pierre Belon (1555)

Plan du travail Nous traiterons de cet aspect historique et contextuel dans la première partie. Les trois premiers chapitres décrivent les fondements antiques et médiévaux de la philosophie naturelle seiziémiste et évoquent l'influence du De animalibus d'Albert le Grand sur les médecins naturalistes. Nous en arriverons alors aux liens qui unissent ces derniers (chapitre IV) et aux conditions matérielles et intellectuelles qui entourent et parfois entravent la parution des ouvrages (chapitre V). Nous nous pencherons ensuite sur l'identité des lecteurs susceptibles d'être intéressés par les traités d'histoire naturelle. Ces lecteurs ont des attentes qui méritent aussi un examen quant à leur origine, car elles conditionnent pour une part variable, mais importante, le contenu des oeuvres (chapitre VI). Confrontés à des critiques, à des obstacles institutionnels parfois séculaires, les médecins naturalistes se défendent pour une part en reprenant les arguments de leurs prédécesseurs médiévaux. Mais nous les verrons mettre en place de nouvelles stratégies, en relation étroite avec le renouveau bien connu de la dialectique et de la rhétorique, qui trouve ses racines en Italie du nord à la fin du XVe siècle. Ce point sera développé dans la seconde partie, qui servira de transition essentielle dans notre exposé. C'est là que nous découvrirons que la rhétorique ne s'impose pas uniquement comme un rituel renouvelé de la dispute médiévale : elle n'entre pas seulement en jeu lorsqu'il s'agit de défendre ses intérêts contre des rivaux ou des adversaires académiques (chapitre VII). Les médecins naturalistes mettent au contraire au point des instruments au service d'un processus heuristique qui s'inspire des nouveaux canons de la rhétorique, dont Rudolph Agricola est un des théoriciens principaux (chapitre VIII). Ces observations nous amèneront à repréciser ce qu'il faut entendre par philosophie naturelle au XVIe siècle, notamment au travers de l'autorité de personnages comme Théodore Gaza (chapitre IX) et à définir les fondements généraux de l'histoire naturelle seiziémiste, en adoptant des points de vue divers : examen des tables des matières d'ouvrages, des réflexions des médecins naturalistes, avec à leur tête Conrad Gesner, ou encore étude de la pénétration de l'histoire naturelle dans quelques récits des voyageurs aux Amériques (chapitre X et XI). Arrivé à ce point de l'exposé, le lecteur aura constaté que la solidité de l'histoire naturelle seiziémiste tient à une stratégie discursive soigneusement élaborée. Le développement détaillé et l'application de ce nouveau processus, qui s'ancre au plus profond du discours descriptif de la nature, seront décrits dans la troisième partie. Nous commencerons par y rappeler quels sont les instruments antiques de la description des particulares, l'accident et la différence, que les médecins naturalistes adaptent à leurs exigences heuristiques (chapitre XII). Nous verrons le rôle de "nota", outil discursif méconnu, qui désigne les éléments décisifs ou arguments par lesquels les médecins naturalistes identifient les espèces décrites par les anciens en les confrontant aux espèces réelles (chapitre XIII). Une fois présenté l'instrument descriptif, se pose la question de son utilisation par les médecins naturalistes et de son évaluation par rapport au fonctionnement de la taxonomie moderne (chapitre XIV). La différence entre les deux regards sur la nature apparaîtra comme fondamentale : les médecins naturalistes assignent à leurs investigations des limites, inhérentes à l'origine sacrée de leur quête, qui relève de la philosophie, elle-même subordonnée à la théologie. Cela se percevra par exemple dans la description des animaux du Nouveau Monde. Les conséquences de cette constatation sont considérables : elles remettent en cause le statut du "savant" du XVIe siècle, qui ne saurait être assimilé à l'observateur extérieur tel que l'érige la science des Lumières. Belon et ses collègues se disent plutôt des "contemplateurs" et des interprètes, ce qui les rapprochent de la figure du poète, avec qui ils entretiennent des rapports ambivalents. C'est la relation même du médecin naturaliste au langage de la nature qui s'en trouve affectée : le savant n'a pas la maîtrise du discours, dans la mesure où les signes qu'il interprète et, dans une certaine mesure, ordonne, du latin : les noms d'espèces, entre autres dans les titres de notices descriptives, pour mieux cerner la relation entre la langue antique et la vernaculaire, ainsi que la notion de langue originelle chez les médecins naturalistes (chapitre XVIII). Les points communs qui émergeront de cette confrontation feront disparaître le clivage anachronique entre langue latine et langue vernaculaire, de même que l'hypothèse de l'insuffisance lexicale de la seconde, dont les médecins naturalistes auraient en vain voulu faire l'instrument de la science moderne (chapitre XIX). Le chapitre XX aura pour but d'établir le lien et l'adéquation entre les caractéristiques du discours descriptif ainsi mises en évidence et les fondements véritables de l'histoire naturelle seiziémiste.

New perspectives in the use of ink evidence in forensic science: Part II. Development and testing of mathematical algorithms for the automatic comparison of ink samples analysed by HPTLC

In the first part of this research, three stages were stated for a program to increase the information extracted from ink evidence and maximise its usefulness to the criminal and civil justice system. These stages are (a) develop a standard methodology for analysing ink samples by high-performance thin layer chromatography (HPTLC) in reproducible way, when ink samples are analysed at different time, locations and by different examiners; (b) compare automatically and objectively ink samples; and (c) define and evaluate theoretical framework for the use of ink evidence in forensic context. This report focuses on the second of the three stages. Using the calibration and acquisition process described in the previous report, mathematical algorithms are proposed to automatically and objectively compare ink samples. The performances of these algorithms are systematically studied for various chemical and forensic conditions using standard performance tests commonly used in biometrics studies. The results show that different algorithms are best suited for different tasks. Finally, this report demonstrates how modern analytical and computer technology can be used in the field of ink examination and how tools developed and successfully applied in other fields of forensic science can help maximising its impact within the field of questioned documents.

The polymorphic nature of HIV type 1 env V4 affects the patterns of potential N-glycosylation sites in proviral DNA at the intrahost level.

We have previously shown that env V4 from HIV-1 plasma RNA is highly heterogeneous within a single patient, due to indel-associated polymorphism. In this study, we have analyzed the variability of V4 in proviral DNA from unfractionated PBMC and sorted T and non-T cell populations within individual patients. Our data show that the degree of sequence variability and length polymorphism in V4 from HIV provirus is even higher than we previously reported in plasma. The data also show that the sequence of V4 depends largely on the experimental approach chosen. We could observe no clear trend for compartmentalization of V4 variants in specific cell types. Of interest is the fact that some variants that had been found to be predominant in plasma were not detected in any of the cell subsets analyzed. Consistently with our observations in plasma, V3 was found to be relatively conserved at both interpatient and intrapatient level. Our data show that V4 polymorphism involving insertions and deletions in addition to point mutations results in changes in the patterns of sequons in HIV-1 proviral DNA as well as in plasma RNA. These rearrangements may result in the coexistence, within the same individual, of a swarm of different V4 regions, each characterized by a different carbohydrate surface shield. Further studies are needed to investigate the mechanism responsible for the variability observed in V4 and its role in HIV pathogenesis.

Unraveling the complex metabolic nature of astrocytes.

Since the initial description of astrocytes by neuroanatomists of the nineteenth century, a critical metabolic role for these cells has been suggested in the central nervous system. Nonetheless, it took several technological and conceptual advances over many years before we could start to understand how they fulfill such a role. One of the important and early recognized metabolic function of astrocytes concerns the reuptake and recycling of the neurotransmitter glutamate. But the description of this initial property will be followed by several others including an implication in the supply of energetic substrates to neurons. Indeed, despite the fact that like most eukaryotic non-proliferative cells, astrocytes rely on oxidative metabolism for energy production, they exhibit a prominent aerobic glycolysis capacity. Moreover, this unusual metabolic feature was found to be modulated by glutamatergic activity constituting the initial step of the neurometabolic coupling mechanism. Several approaches, including biochemical measurements in cultured cells, genetic screening, dynamic cell imaging, nuclear magnetic resonance spectroscopy and mathematical modeling, have provided further insights into the intrinsic characteristics giving rise to these key features of astrocytes. This review will provide an account of the different results obtained over several decades that contributed to unravel the complex metabolic nature of astrocytes that make this cell type unique.

Tree-based message diffusion for managing replicated data in unreliable and resource-constrained peer-to-peer environment

Abstract This thesis proposes a set of adaptive broadcast solutions and an adaptive data replication solution to support the deployment of P2P applications. P2P applications are an emerging type of distributed applications that are running on top of P2P networks. Typical P2P applications are video streaming, file sharing, etc. While interesting because they are fully distributed, P2P applications suffer from several deployment problems, due to the nature of the environment on which they perform. Indeed, defining an application on top of a P2P network often means defining an application where peers contribute resources in exchange for their ability to use the P2P application. For example, in P2P file sharing application, while the user is downloading some file, the P2P application is in parallel serving that file to other users. Such peers could have limited hardware resources, e.g., CPU, bandwidth and memory or the end-user could decide to limit the resources it dedicates to the P2P application a priori. In addition, a P2P network is typically emerged into an unreliable environment, where communication links and processes are subject to message losses and crashes, respectively. To support P2P applications, this thesis proposes a set of services that address some underlying constraints related to the nature of P2P networks. The proposed services include a set of adaptive broadcast solutions and an adaptive data replication solution that can be used as the basis of several P2P applications. Our data replication solution permits to increase availability and to reduce the communication overhead. The broadcast solutions aim, at providing a communication substrate encapsulating one of the key communication paradigms used by P2P applications: broadcast. Our broadcast solutions typically aim at offering reliability and scalability to some upper layer, be it an end-to-end P2P application or another system-level layer, such as a data replication layer. Our contributions are organized in a protocol stack made of three layers. In each layer, we propose a set of adaptive protocols that address specific constraints imposed by the environment. Each protocol is evaluated through a set of simulations. The adaptiveness aspect of our solutions relies on the fact that they take into account the constraints of the underlying system in a proactive manner. To model these constraints, we define an environment approximation algorithm allowing us to obtain an approximated view about the system or part of it. This approximated view includes the topology and the components reliability expressed in probabilistic terms. To adapt to the underlying system constraints, the proposed broadcast solutions route messages through tree overlays permitting to maximize the broadcast reliability. Here, the broadcast reliability is expressed as a function of the selected paths reliability and of the use of available resources. These resources are modeled in terms of quotas of messages translating the receiving and sending capacities at each node. To allow a deployment in a large-scale system, we take into account the available memory at processes by limiting the view they have to maintain about the system. Using this partial view, we propose three scalable broadcast algorithms, which are based on a propagation overlay that tends to the global tree overlay and adapts to some constraints of the underlying system. At a higher level, this thesis also proposes a data replication solution that is adaptive both in terms of replica placement and in terms of request routing. At the routing level, this solution takes the unreliability of the environment into account, in order to maximize reliable delivery of requests. At the replica placement level, the dynamically changing origin and frequency of read/write requests are analyzed, in order to define a set of replica that minimizes communication cost.

The interior designer : Can the physiological agents of homeostasis create the appearance of design in nature?

Review of the book: The Tinkerer's Accomplice: How Design Emerges From Life Itself by J. Scott TurnerHarvard University Press: 2007. 304 pp.

Am I my brain or my genitals? A nature-culture controversy in the hermaphrodite debate from the mid-1960s to the late 1990s.

The groundbreaking and prophetic rhetoric of neuroscience has recently highlighted the fetal brain as the most promising organ for understanding why transsexuals feel "trapped in the wrong body", and for predicting whether children born with "ambiguous" genitalia will grow up to feel like a man or a woman.This article proposes a recent history of the cerebralization of intersexuality and of transsexuality as atypical neurodevelopmental conditions. It examines the ways in which the organizational theory of brain sex differentiation developed in the late 1950s in behavioral neuroendocrinology has gained increased prominence in and through controversies over best practice issues in the case management of intersex newborns, and the etiology of transsexuality.It focuses on the American context and on the leading warrior in this battle: Milton Diamond, now a most prominent figure in professional debates about the clinical management of intersexuality, and the intersex person's best friend. Persons with an intersexed or transsexual condition consider, not their gonads, but their brains, their core sense of self, as the primary determinant of sex. (Diamond and Beh 2005, 6-7, note 1)