Efficient total variation algorithm for fetal brain MRI reconstruction.

Fetal MRI reconstruction aims at finding a high-resolution image given a small set of low-resolution images. It is usually modeled as an inverse problem where the regularization term plays a central role in the reconstruction quality. Literature has considered several regularization terms s.a. Dirichlet/Laplacian energy, Total Variation (TV)- based energies and more recently non-local means. Although TV energies are quite attractive because of their ability in edge preservation, standard explicit steepest gradient techniques have been applied to optimize fetal-based TV energies. The main contribution of this work lies in the introduction of a well-posed TV algorithm from the point of view of convex optimization. Specifically, our proposed TV optimization algorithm or fetal reconstruction is optimal w.r.t. the asymptotic and iterative convergence speeds O(1/n2) and O(1/√ε), while existing techniques are in O(1/n2) and O(1/√ε). We apply our algorithm to (1) clinical newborn data, considered as ground truth, and (2) clinical fetal acquisitions. Our algorithm compares favorably with the literature in terms of speed and accuracy.

Biologically enhanced ACL reconstruction.

Biological integration of the tendon graft is a crucial prerequisite for successful ACL reconstruction. Histological studies showed that the human ACL remnants contain a cellular capacity for healing potential. The goal of this technical note is to describe an ACL reconstruction technique, using ACL remnants as a biological sleeve for the graft. In case of complete ACL rupture with a large remnant, the tibial tunnel was performed inside and through the ACL tibial stump by careful sequential drilling. Femoral tunnel placement was performed by an outside-in technique. The hamstring graft was kept attached to the tibia and routed through the ACL remnant to the femur. The aim of this technique is the preservation of the biological and mechanical properties of the ACL remnant. In order to preserve large remnants resulting in greater graft coverage, the best period to perform this reconstruction is during the first weeks after the injury.

The farmer's lung disease : occupational medicine input

Background: Although there has been an abundant literature in recent years about farmer's lung disease, few addressed occupational measures able to maintain the farmer in his work. Nevertheless we know now that most of the farmers can be kept at the workplace by the way of occupational preventive measures. Methods: This matter is discussed from a case report. A farmer affected by the farmer's lung disease was sent to us by his pneumologist, in order to estimate the possibility of maintaining him in his job and to determine relevant changes at his workplace to minimize risk of exposure to dust antigen. This approach required a visit to the workplace by occupational physician and hygienist. Results: The visit of the workplace pointed out different habits and architectural particularities which were potential sources of exposure. The two main proposed measures to reduce the risk, were to wear respiratory masks while working inside the barn, such as preparing hay, feeding the cattle or sweeping the floor, and to build a direct access from the bathroom (shower and toilet) to the outside, allowing to go out of the barn after taking a shower and changing, without risk of being contaminated again. Although upgrading the shower-toilet is not yet completed to date, the already performed modifications led currently to significant clinical improvements, despite the risk of exposure was high since the animals were in the barn for more than two months. Conclusion: The treatment of the farmer's lung disease must be multidisciplinary involving general practitioner, pneumologist, occupational hygienist and occupational physician.

Migrated foreign body liver abscess: illustrative case report, systematic review, and proposed diagnostic algorithm.

Pyogenic liver abscess is a severe condition and a therapeutic challenge. Treatment failure may be due to an unrecognized ingested foreign body that migrated from the gastrointestinal tract. There has recently been a marked increase in the number of reported cases of this condition, but initial misdiagnosis as cryptogenic liver abscess still occurs in the majority of cases. We conducted the current study to characterize this entity and provide a diagnostic strategy applicable worldwide. To this end, data were collected from our case and from a systematic review that identified 59 well-described cases. Another systematic review identified series of cryptogenic-and Asian Klebsiella-liver abscess; these data were pooled and compared with the data from the cases of migrated foreign body liver abscess. The review points out the low diagnostic accuracy of history taking, modern imaging, and even surgical exploration. A fistula found through imaging procedures or endoscopy warrants surgical exploration. Findings suggestive of foreign body migration are symptoms of gastrointestinal perforation, computed tomography demonstration of a thickened gastrointestinal wall in continuity with the abscess, and adhesions seen during surgery. Treatment failure, left lobe location, unique location (that is, only 1 abscess location within the liver), and absence of underlying conditions also point to the diagnosis, as shown by comparison with the cryptogenic liver abscess series. This study demonstrates that migrated foreign body liver abscess is a specific entity, increasingly reported. It usually is not cured when unrecognized, and diagnosis is mainly delayed. This study provides what we consider the best available evidence for timely diagnosis with worldwide applicability. Increased awareness is required to treat this underestimated condition effectively, and further studies are needed.

Paper 5: Surveillance of multiple congenital anomalies: implementation of a computer algorithm in European registers for classification of cases.

BACKGROUND: Surveillance of multiple congenital anomalies is considered to be more sensitive for the detection of new teratogens than surveillance of all or isolated congenital anomalies. Current literature proposes the manual review of all cases for classification into isolated or multiple congenital anomalies. METHODS: Multiple anomalies were defined as two or more major congenital anomalies, excluding sequences and syndromes. A computer algorithm for classification of major congenital anomaly cases in the EUROCAT database according to International Classification of Diseases (ICD)v10 codes was programmed, further developed, and implemented for 1 year's data (2004) from 25 registries. The group of cases classified with potential multiple congenital anomalies were manually reviewed by three geneticists to reach a final agreement of classification as "multiple congenital anomaly" cases. RESULTS: A total of 17,733 cases with major congenital anomalies were reported giving an overall prevalence of major congenital anomalies at 2.17%. The computer algorithm classified 10.5% of all cases as "potentially multiple congenital anomalies". After manual review of these cases, 7% were agreed to have true multiple congenital anomalies. Furthermore, the algorithm classified 15% of all cases as having chromosomal anomalies, 2% as monogenic syndromes, and 76% as isolated congenital anomalies. The proportion of multiple anomalies varies by congenital anomaly subgroup with up to 35% of cases with bilateral renal agenesis. CONCLUSIONS: The implementation of the EUROCAT computer algorithm is a feasible, efficient, and transparent way to improve classification of congenital anomalies for surveillance and research.

Fuzzy logic algorithm to extract specific interaction forces from atomic force microscopy data

The atomic force microscope is not only a very convenient tool for studying the topography of different samples, but it can also be used to measure specific binding forces between molecules. For this purpose, one type of molecule is attached to the tip and the other one to the substrate. Approaching the tip to the substrate allows the molecules to bind together. Retracting the tip breaks the newly formed bond. The rupture of a specific bond appears in the force-distance curves as a spike from which the binding force can be deduced. In this article we present an algorithm to automatically process force-distance curves in order to obtain bond strength histograms. The algorithm is based on a fuzzy logic approach that permits an evaluation of "quality" for every event and makes the detection procedure much faster compared to a manual selection. In this article, the software has been applied to measure the binding strength between tubuline and microtubuline associated proteins.

Diagnostic algorithm for a validated displacement grading of pediatric supracondylar fractures.

Background: The first AO comprehensive pediatric long bone fracture classification system has been established following a structured path of development and validation with experienced pediatric surgeons. Methods: A follow-up series of agreement studies was applied to specify and evaluate a grading system for displacement of pediatric supracondylar fractures. An iterative process comprising an international group of 5 experienced pediatric surgeons (Phase 1) followed by a pragmatic multicenter agreement study involving 26 raters (Phase 2) was used. The last evaluations were conducted on a consecutive collection of 154 supracondylar fractures documented by standard anteroposterior and lateral radiographs. Results: Fractures were classified according to 1 of 4 grades: I = incomplete fracture with no or minimal displacement; II = Incomplete fracture with continuity of the posterior (extension fracture) or anterior cortex (flexion fracture); III = lack of bone continuity (broken cortex), but still some contact between the fracture planes; IV = complete fracture with no bone continuity (broken cortex), and no contact between the fracture planes. A diagnostic algorithm to support the practical application of the grading system in a clinical setting, as well as an aid using a circle placed over the capitellum was proposed. The overall kappa coefficients were 0.68 and 0.61 in the Phase 1 and Phase 2 studies, respectively. In the Phase 1 study, fracture grades I, II, III, and IV were classified with median accuracies of 91%, 82%, 83%, and 99.5%, respectively. Similar median accuracies of 86% (Grade I), 73% (Grade II), 83%(Grade III), and 92% were reported for the Phase 2 study. Reliability was high in distinguishing complete, unstable fractures from stable injuries [ie, kappa coefficients of 0.84 (Phase 1) and 0.83 (Phase 2) were calculated]; in Phase 2, surgeons' accuracies in classifying complete fractures were all above 85%. Conclusions: With clear and unambiguous definition, this new grading system for supracondylar fracture displacement has proved to be sufficiently reliable and accurate when applied by pediatric surgeons in the framework of clinical routine as well as research.

Emergence of Swiss metropole and scaling properties of urban clusters

Defining the limits of an urban agglomeration is essential both for fundamental and applied studies in quantitative and theoretical geography. A simple and consistent way for defining such urban clusters is important for performing different statistical analysis and comparisons. Traditionally, agglomerations are defined using a rather qualitative approach based on various statistical measures. This definition varies generally from one country to another, and the data taken into account are different. In this paper, we explore the use of the City Clustering Algorithm (CCA) for the agglomeration definition in Switzerland. This algorithm provides a systemic and easy way to define an urban area based only on population data. The CCA allows the specification of the spatial resolution for defining the urban clusters. The results from different resolutions are compared and analysed, and the effect of filtering the data investigated. Different scales and parameters allow highlighting different phenomena. The study of Zipf's law using the visual rank-size rule shows that it is valid only for some specific urban clusters, inside a narrow range of the spatial resolution of the CCA. The scale where emergence of one main cluster occurs can also be found in the analysis using Zipf's law. The study of the urban clusters at different scales using the lacunarity measure - a complementary measure to the fractal dimension - allows to highlight the change of scale at a given range.

Typing less common ovarian tumors: A training tool based on a pattern-based algorithm applied to a set of 20 virtual slides.

Context: Ovarian tumors (OT) typing is a competency expected from pathologists, with significant clinical implications. OT however come in numerous different types, some rather rare, with the consequence of few opportunities for practice in some departments. Aim: Our aim was to design a tool for pathologists to train in less common OT typing. Method and Results: Representative slides of 20 less common OT were scanned (Nano Zoomer Digital Hamamatsu®) and the diagnostic algorithm proposed by Young and Scully applied to each case (Young RH and Scully RE, Seminars in Diagnostic Pathology 2001, 18: 161-235) to include: recognition of morphological pattern(s); shortlisting of differential diagnosis; proposition of relevant immunohistochemical markers. The next steps of this project will be: evaluation of the tool in several post-graduate training centers in Europe and Québec; improvement of its design based on evaluation results; diffusion to a larger public. Discussion: In clinical medicine, solving many cases is recognized as of utmost importance for a novice to become an expert. This project relies on the virtual slides technology to provide pathologists with a learning tool aimed at increasing their skills in OT typing. After due evaluation, this model might be extended to other uncommon tumors.

Characterization of polyphosphate synthesis by isolated yeast vacuoles

Polyphosphate (iPOP) is a linear polymer of orthophosphate units linked together by high energy phosphoanhydride bonds. It is found in all organisms, localized in organelles called acidocalcisomes and ranges from a few to few hundred monomers in length. iPOP has been found to play a vast array of roles in all organisms, including phosphate and energy metabolism, regulation of enzymes, virulence, pathogenicity, bone remodelling and blood clotting, among many others. Recently it was found that iPOP levels were increased in myeloma cells. The growing interest in iPOP in human cell lines makes it an interesting molecule to study. However, not much is known about its metabolism in eukaryotes. Acidocalcisomes are electron dense, acidic organelles that belong to the group of Lysosome Related Organelles (LROs). The conservation of acidocalcisomes among all kingdoms of life is suggestive of their important roles for the organisms. However, they are difficult to analyse because of limited biochemical tools for investigation. Yeast vacuoles present remarkable similarities to acidocalcisomes in terms of their physiological and structural features, including synthesis and storage of iPOP, which make them an ideal candidate to study biological processes which are shared between vacuoles and acidocalcisomes. The availability of tools for genetic manipulation and isolation of vacuoles makes yeast a candidate of choice for the characterization of iPOP synthesis in eukaryotes. Our group has identified the Vacuolar Transporter Chaperone (VTC) complex as iPOP polymerase and identified the catalytic subunit (Vtc4). The goal of my study was to characterize the process of iPOP synthesis by isolated vacuoles and to reconstitute iPOP synthesis in liposomes. The first step was to develop a method for monitoring iPOP by isolated vacuoles over time and comparing it with previously known methods. Next, a detailed characterization was performed to determine the modulators of the process, both for intact as well as solubilized vacuoles. Finally, attempts were made to purify the VTC complex and reconstitute it in liposomes. A parallel line of study was the translocation and storage of synthesized iPOP in the lumen of the vacuoles. As a result of this study, it is possible to determine distinct pools of iPOP- inside and outside the vacuolar lumen. Additionally, I establish that the vacuolar lysate withstands harsh steps during reconstitution on liposomes and retains iPOP synthesizing activity. The next steps will be purification of the intact VTC complex and its structure determination by cryo-electron microscopy. - Les organismes vivants sont composés d'une ou plusieurs cellules responsables des processus biologiques élémentaires tels que la digestion, la respiration, la synthèse et la reproduction. Leur environnement interne est en équilibre et ils réalisent un très grand nombre de réactions chimiques et biochimiques pour maintenir cet équilibre. A différents compartiments cellulaires, ou organelles, sont attribuées des tâches spécifiques pour maintenir les cellules en vie. L'étude de ces fonctions permet une meilleure compréhension de la vie et des organismes vivants. De nombreux processus sont bien connus et caractérisés mais d'autres nécessitent encore des investigations détaillées. L'un de ces processus est le métabolisme des polyphosphates. Ces molécules sont des polymères linéaires de phosphate inorganique dont la taille peut varier de quelques dizaines à quelques centaines d'unités élémentaires. Ils sont présents dans tous les organismes, des bactéries à l'homme. Ils sont localisés principalement dans des compartiments cellulaires appelés acidocalcisomes, des organelles acides observés en microscopie électronique comme des structures denses aux électrons. Les polyphosphates jouent un rôle important dans le stockage et le métabolisme de l'énergie, la réponse au stress, la virulence, la pathogénicité et la résistance aux drogues. Chez l'homme, ils sont impliqués dans la coagulation du sang et le remodelage osseux. De nouvelles fonctions biologiques des polyphosphates sont encore découvertes, ce qui accroît l'intérêt des chercheurs pour ces molécules. Bien que des progrès considérables ont été réalisés afin de comprendre la fonction des polyphosphates chez les bactéries, ce qui concerne la synthèse, le stockage et la dégradation des polyphosphates chez les eucaryotes est mal connu. Les vacuoles de la levure Saccharomyces cerevisiae sont similaires aux acidocalcisomes des organismes supérieurs en termes de structure et de fonction. Les acidocalcisomes sont difficiles à étudier car il n'existe que peu d'outils génétiques et biochimiques qui permettent leur caractérisation. En revanche, les vacuoles peuvent être aisément isolées des cellules vivantes et manipulées génétiquement. Les vacuoles comme les acidocalcisomes synthétisent et stockent les polyphosphates. Ainsi, les découvertes faites grâce aux vacuoles de levures peuvent être extrapolées aux acidocalcisomes des organismes supérieurs. Le but de mon projet était de caractériser la synthèse des polyphosphates par des vacuoles isolées. Au cours de mon travail de thèse, j'ai mis au point une méthode de mesure de la synthèse des polyphosphates par des organelles purifés. Ensuite, j'ai identifié des composés qui modulent la réaction enzymatique lorsque celle-ci a lieu dans la vacuole ou après solubilisation de l'organelle. J'ai ainsi pu mettre en évidence deux groupes distincts de polyphosphates dans le système : ceux au-dehors de la vacuole et ceux en-dedans de l'organelle. Cette observation suggère donc très fortement que les vacuoles non seulement synthétisent les polyphosphates mais aussi transfère les molécules synthétisées de l'extérieur vers l'intérieur de l'organelle. Il est très vraisemblable que les vacuoles régulent le renouvellement des polyphosphates qu'elles conservent, en réponse à des signaux cellulaires. Des essais de purification de l'enzyme synthétisant les polyphosphates ainsi que sa reconstitution dans des liposomes ont également été entrepris. Ainsi, mon travail présente de nouveaux aspects de la synthèse des polyphosphates chez les eucaryotes et les résultats devraient encourager l'élucidation de mécanismes similaires chez les organismes supérieurs. - Les polyphosphates (iPOP) sont des polymères linéaires de phosphates inorganiques liés par des liaisons phosphoanhydres de haute énergie. Ces molécules sont présentes dans tous les organismes et localisées dans des compartiments cellulaires appelés acidocalcisomes. Elles varient en taille de quelques dizaines à quelques centaines d'unités phosphate. Des fonctions nombreuses et variées ont été attribuées aux iPOP dont un rôle dans les métabolismes de l'énergie et du phosphate, dans la régulation d'activités enzymatiques, la virulence, la pathogénicité, le remodelage osseux et la coagulation sanguine. Il a récemment été montré que les cellules de myélome contiennent une grande quantité de iPOP. Il y donc un intérêt croissant pour les iPOP dans les lignées cellulaires humaines. Cependant, très peu d'informations sur le métabolisme des iPOP chez les eucaryotes sont disponibles. Les acidocalcisomes sont des compartiments acides et denses aux électrons. Ils font partie du groupe des organelles similaires aux lysosomes (LROs pour Lysosome Related Organelles). Le fait que les acidocalcisomes soient conservés dans tous les règnes du vivant montrent l'importance de ces compartiments pour les organismes. Cependant, l'analyse de ces organelles est rendue difficile par l'existence d'un nombre limité d'outils biochimiques permettant leur caractérisation. Les vacuoles de levures possèdent des aspects structuraux et physiologiques très similaires à ceux des acidocalcisomes. Par exemple, ils synthétisent et gardent en réserve les iPOP. Ceci fait des vacuoles de levure un modèle idéal pour l'étude de processus biologiques conservés chez les vacuoles et les acidocalcisomes. De plus, la levure est un organisme de choix pour l'étude de la synthèse des iPOP compte-tenu de l'existence de nombreux outils génétiques et la possibilité d'isoler des vacuoles fonctionnelles. Notre groupe a identifié le complexe VTC (Vacuole transporter Chaperone) comme étant responsable de la synthèse des iPOP et la sous-unité Vtc4p comme celle possédant l'activité catalytique. L'objectif de cette étude était de caractériser le processus de synthèse des iPOP en utilisant des vacuoles isolées et de reconstituer la synthèse des iPOP dans des liposomes. La première étape a consisté en la mise au point d'un dosage permettant la mesure de la quantité de iPOP synthétisés par les organelles isolés en fonction du temps. Cette nouvelle méthode a été comparée aux méthodes décrites précédemment dans la littérature. Ensuite, la caractérisation détaillée du processus a permis d'identifier des composés modulateurs de la réaction à la fois pour des vacuoles intactes et des vacuoles solubilisées. Enfin, des essais de purification du complexe VTC et sa reconstitution dans des liposomes ont été entrepris. De façon parallèle, une étude sur la translocation et le stockage des iPOP dans le lumen des vacuoles a été menée. Il a ainsi été possible de mettre en évidence différents groupes de iPOP : les iPOP localisés à l'intérieur et ceux localisés à l'extérieur des vacuoles isolées. De plus, nous avons observé que le lysat vacuolaire n'est pas détérioré par les étapes de reconstitution dans les liposomes et conserve l'activité de synthèse des iPOP. Les prochaines étapes consisteront en la purification du complexe intact et de la détermination de sa structure par cryo-microscopie électronique.

Chronic obstructive pulmonary disease in never-smoking animal farmers working inside confinement buildings

BACKGROUND: In animal farming, respiratory disease has been associated with indoor air contaminants and an excess in FEV1 decline. Our aim was to determine the characteristics and risk factors for chronic obstructive pulmonary disease (COPD) in never-smoking European farmers working inside animal confinement buildings. METHODS: A sample of participants in the European Farmers' Study was selected for a cross-sectional study assessing lung function and air contaminants. Dose-response relationships were assessed using logistic regression models. RESULTS: COPD was found in 18 of 105 farmers (45.1 SD 11.7 years) (17.1%); 8 cases (7.6%) with moderate and 3 cases (2.9%) with severe disease. Dust and endotoxin showed a dose-response relationship with COPD, with the highest prevalence of COPD in subjects with high dust (low=7.9%/high=31.6%) and endotoxin exposure (low=10.5%/high=20.0%). This association was statistically significant for dust in the multivariate analysis (OR 6.60, 95% CI 1.10-39.54). CONCLUSION: COPD in never-smoking animal farmers working inside confinement buildings is related to indoor dust exposure and may become severe. [Authors]

EADock : design of a new molecular docking algorithm and some of its applications

3 Summary 3. 1 English The pharmaceutical industry has been facing several challenges during the last years, and the optimization of their drug discovery pipeline is believed to be the only viable solution. High-throughput techniques do participate actively to this optimization, especially when complemented by computational approaches aiming at rationalizing the enormous amount of information that they can produce. In siiico techniques, such as virtual screening or rational drug design, are now routinely used to guide drug discovery. Both heavily rely on the prediction of the molecular interaction (docking) occurring between drug-like molecules and a therapeutically relevant target. Several softwares are available to this end, but despite the very promising picture drawn in most benchmarks, they still hold several hidden weaknesses. As pointed out in several recent reviews, the docking problem is far from being solved, and there is now a need for methods able to identify binding modes with a high accuracy, which is essential to reliably compute the binding free energy of the ligand. This quantity is directly linked to its affinity and can be related to its biological activity. Accurate docking algorithms are thus critical for both the discovery and the rational optimization of new drugs. In this thesis, a new docking software aiming at this goal is presented, EADock. It uses a hybrid evolutionary algorithm with two fitness functions, in combination with a sophisticated management of the diversity. EADock is interfaced with .the CHARMM package for energy calculations and coordinate handling. A validation was carried out on 37 crystallized protein-ligand complexes featuring 11 different proteins. The search space was defined as a sphere of 15 R around the center of mass of the ligand position in the crystal structure, and conversely to other benchmarks, our algorithms was fed with optimized ligand positions up to 10 A root mean square deviation 2MSD) from the crystal structure. This validation illustrates the efficiency of our sampling heuristic, as correct binding modes, defined by a RMSD to the crystal structure lower than 2 A, were identified and ranked first for 68% of the complexes. The success rate increases to 78% when considering the five best-ranked clusters, and 92% when all clusters present in the last generation are taken into account. Most failures in this benchmark could be explained by the presence of crystal contacts in the experimental structure. EADock has been used to understand molecular interactions involved in the regulation of the Na,K ATPase, and in the activation of the nuclear hormone peroxisome proliferatoractivated receptors a (PPARa). It also helped to understand the action of common pollutants (phthalates) on PPARy, and the impact of biotransformations of the anticancer drug Imatinib (Gleevec®) on its binding mode to the Bcr-Abl tyrosine kinase. Finally, a fragment-based rational drug design approach using EADock was developed, and led to the successful design of new peptidic ligands for the a5ß1 integrin, and for the human PPARa. In both cases, the designed peptides presented activities comparable to that of well-established ligands such as the anticancer drug Cilengitide and Wy14,643, respectively. 3.2 French Les récentes difficultés de l'industrie pharmaceutique ne semblent pouvoir se résoudre que par l'optimisation de leur processus de développement de médicaments. Cette dernière implique de plus en plus. de techniques dites "haut-débit", particulièrement efficaces lorsqu'elles sont couplées aux outils informatiques permettant de gérer la masse de données produite. Désormais, les approches in silico telles que le criblage virtuel ou la conception rationnelle de nouvelles molécules sont utilisées couramment. Toutes deux reposent sur la capacité à prédire les détails de l'interaction moléculaire entre une molécule ressemblant à un principe actif (PA) et une protéine cible ayant un intérêt thérapeutique. Les comparatifs de logiciels s'attaquant à cette prédiction sont flatteurs, mais plusieurs problèmes subsistent. La littérature récente tend à remettre en cause leur fiabilité, affirmant l'émergence .d'un besoin pour des approches plus précises du mode d'interaction. Cette précision est essentielle au calcul de l'énergie libre de liaison, qui est directement liée à l'affinité du PA potentiel pour la protéine cible, et indirectement liée à son activité biologique. Une prédiction précise est d'une importance toute particulière pour la découverte et l'optimisation de nouvelles molécules actives. Cette thèse présente un nouveau logiciel, EADock, mettant en avant une telle précision. Cet algorithme évolutionnaire hybride utilise deux pressions de sélections, combinées à une gestion de la diversité sophistiquée. EADock repose sur CHARMM pour les calculs d'énergie et la gestion des coordonnées atomiques. Sa validation a été effectuée sur 37 complexes protéine-ligand cristallisés, incluant 11 protéines différentes. L'espace de recherche a été étendu à une sphère de 151 de rayon autour du centre de masse du ligand cristallisé, et contrairement aux comparatifs habituels, l'algorithme est parti de solutions optimisées présentant un RMSD jusqu'à 10 R par rapport à la structure cristalline. Cette validation a permis de mettre en évidence l'efficacité de notre heuristique de recherche car des modes d'interactions présentant un RMSD inférieur à 2 R par rapport à la structure cristalline ont été classés premier pour 68% des complexes. Lorsque les cinq meilleures solutions sont prises en compte, le taux de succès grimpe à 78%, et 92% lorsque la totalité de la dernière génération est prise en compte. La plupart des erreurs de prédiction sont imputables à la présence de contacts cristallins. Depuis, EADock a été utilisé pour comprendre les mécanismes moléculaires impliqués dans la régulation de la Na,K ATPase et dans l'activation du peroxisome proliferatoractivated receptor a (PPARa). Il a également permis de décrire l'interaction de polluants couramment rencontrés sur PPARy, ainsi que l'influence de la métabolisation de l'Imatinib (PA anticancéreux) sur la fixation à la kinase Bcr-Abl. Une approche basée sur la prédiction des interactions de fragments moléculaires avec protéine cible est également proposée. Elle a permis la découverte de nouveaux ligands peptidiques de PPARa et de l'intégrine a5ß1. Dans les deux cas, l'activité de ces nouveaux peptides est comparable à celles de ligands bien établis, comme le Wy14,643 pour le premier, et le Cilengitide (PA anticancéreux) pour la seconde.