Prospective sampling based on model ensembles improves the detection of rare species

Identifying the geographic distribution of populations is a basic, yet crucial step in many fundamental and applied ecological projects, as it provides key information on which many subsequent analyses depend. However, this task is often costly and time consuming, especially where rare species are concerned and where most sampling designs generally prove inefficient. At the same time, rare species are those for which distribution data are most needed for their conservation to be effective. To enhance fieldwork sampling, model-based sampling (MBS) uses predictions from species distribution models: when looking for the species in areas of high habitat suitability, chances should be higher to find them. We thoroughly tested the efficiency of MBS by conducting an important survey in the Swiss Alps, assessing the detection rate of three rare and five common plant species. For each species, habitat suitability maps were produced following an ensemble modeling framework combining two spatial resolutions and two modeling techniques. We tested the efficiency of MBS and the accuracy of our models by sampling 240 sites in the field (30 sitesx8 species). Across all species, the MBS approach proved to be effective. In particular, the MBS design strictly led to the discovery of six sites of presence of one rare plant, increasing chances to find this species from 0 to 50%. For common species, MBS doubled the new population discovery rates as compared to random sampling. Habitat suitability maps coming from the combination of four individual modeling methods predicted well the species' distribution and more accurately than the individual models. As a conclusion, using MBS for fieldwork could efficiently help in increasing our knowledge of rare species distribution. More generally, we recommend using habitat suitability models to support conservation plans.

Implementation of guidelines on delirium in a General Hospital: a before-after study of their impact on caregivers' knowledge and clinical skills

INTRODUCTION: Delirium is a highly prevalent disorder, with serious consequences for the hospitalised patient. Nevertheless, it remains under-diagnosed and under-treated. We developed evidence-based clinical practice guidelines (CPGs) focusing on prevention, screening, diagnosis, and treatment of delirium in a general hospital. This article presents the implementation process of these CPGs and a before-after study assessing their impact on healthcare professionals' knowledge and on clinical practice. METHODS: CPGs on delirium were first implemented in two wards (Neurology and Neurosurgery) of the Lausanne university hospital. Interactive one-hour educational sessions for small groups of nurses and physicians were organised. Participants received a summary of the guidelines and completed a multiple choice questionnaire, assessing putative changes in knowledge, before and three months after the educational session. Other indicators such as "diagnosis of delirium" reported in the discharge letters, and mean duration of patients' hospital stay before and after implementation were compared. RESULTS: Eighty percent of the nurses and physicians from the Neurology and Neurosurgery wards attended the educational sessions. Both nurses and physicians significantly improved their knowledge after the implementation (+9 percentage-points). Other indicators were not modified by the intervention. CONCLUSION: A single interactive intervention improved both nurses' and physicians' knowledge on delirium. Sustained and repeated interventions are probably needed to demonstrate changes in clinical practice.

The INTERNORM Project: Bridging Two Worlds of Expert- and Lay-Knowledge in Standardization

This paper presents a pilot project to reinforce participatory practices in standardization. The INTERNORM project creates an interactive knowledge center based on the sharing of academic skills and experiences accumulated by the civil society, especially consumer associations, environmental associations and trade unions to strengthen the participatory process of standardization. The first objective of the project is action-oriented: INTERNORM provides a common knowledge pool supporting the participation of civil society actors to international standard-setting activities by bringing them together with academic experts in working groups and providing logistic and financial support to their participation in meetings of national and international technical committees. The second objective is analytical: the standardization action provides a research field for a better understanding of the participatory dynamics underpinning international standardization. This paper presents three incentives that explain civil society (non-)involvement in standardization that overcome conventional resource-based hypotheses: an operational incentive related to the use of standards in the selective goods provided by associations to their membership; a thematic incentive provided by the setting of priorities by strategic committees created in some standardization organization; and a rhetorical incentive related to the discursive resource that civil society concerns offers to the different stakeholders.

Les inflammasomes et les maladies humaines

The understanding of the innate immunity, the first line of the host defence, was significantly modified following the sequential discovery of innate immune receptors such as the Toll-like receptors (TLRs) and the NOD-like receptors (NLRs). In response to recognition of microbial patterns or danger signals, some NLRs assemble a multimolecular platform termed as the inflammasome. Inflammasome assembly leads to the activation of the proinflammatory caspase-1. Consequently, an inflammatory immune response is mounted along with a programmed cell death, called pyroptosis. This review summarizes recent advances in the knowledge of the inflammasome and its role in auto-inflammatory diseases, autoimmune diseases, and most common metabolic, cardiovascular or rheumatic diseases.

NLRC5 exclusively transactivates MHC class I and related genes through a distinctive SXY module.

MHC class II (MHCII) genes are transactivated by the NOD-like receptor (NLR) family member CIITA, which is recruited to SXY enhancers of MHCII promoters via a DNA-binding "enhanceosome" complex. NLRC5, another NLR protein, was recently found to control transcription of MHC class I (MHCI) genes. However, detailed understanding of NLRC5's target gene specificity and mechanism of action remained lacking. We performed ChIP-sequencing experiments to gain comprehensive information on NLRC5-regulated genes. In addition to classical MHCI genes, we exclusively identified novel targets encoding non-classical MHCI molecules having important functions in immunity and tolerance. ChIP-sequencing performed with Rfx5(-/-) cells, which lack the pivotal enhanceosome factor RFX5, demonstrated its strict requirement for NLRC5 recruitment. Accordingly, Rfx5-knockout mice phenocopy Nlrc5 deficiency with respect to defective MHCI expression. Analysis of B cell lines lacking RFX5, RFXAP, or RFXANK further corroborated the importance of the enhanceosome for MHCI expression. Although recruited by common DNA-binding factors, CIITA and NLRC5 exhibit non-redundant functions, shown here using double-deficient Nlrc5(-/-)CIIta(-/-) mice. These paradoxical findings were resolved by using a "de novo" motif-discovery approach showing that the SXY consensus sequence occupied by NLRC5 in vivo diverges significantly from that occupied by CIITA. These sequence differences were sufficient to determine preferential occupation and transactivation by NLRC5 or CIITA, respectively, and the S box was found to be the essential feature conferring NLRC5 specificity. These results broaden our knowledge on the transcriptional activities of NLRC5 and CIITA, revealing their dependence on shared enhanceosome factors but their recruitment to distinct enhancer motifs in vivo. Furthermore, we demonstrated selectivity of NLRC5 for genes encoding MHCI or related proteins, rendering it an attractive target for therapeutic intervention. NLRC5 and CIITA thus emerge as paradigms for a novel class of transcriptional regulators dedicated for transactivating extremely few, phylogenetically related genes.

ViralZone: recent updates to the virus knowledge resource.

ViralZone (http://viralzone.expasy.org) is a knowledge repository that allows users to learn about viruses including their virion structure, replication cycle and host-virus interactions. The information is divided into viral fact sheets that describe virion shape, molecular biology and epidemiology for each viral genus, with links to the corresponding annotated proteomes of UniProtKB. Each viral genus page contains detailed illustrations, text and PubMed references. This new update provides a linked view of viral molecular biology through 133 new viral ontology pages that describe common steps of viral replication cycles shared by several viral genera. This viral cell-cycle ontology is also represented in UniProtKB in the form of annotated keywords. In this way, users can navigate from the description of a replication-cycle event, to the viral genus concerned, and the associated UniProtKB protein records.

Cellular immune responses against mycobacterium tuberculosis

Mycobacterium tuberculosis (Mtb) infection is known to have two main outcomes: latent infection (LTBI) where the pathogen is in a dormant form or active tuberculosis disease (TB), which is, most of the time, highly transmissible. Over one-third of the world's population asymptomatically harbours a latent form of Mtb with a 10% risk of disease reactivation. Efficient vaccine strategies remain unknown and the existing BCG vaccine is believed to protect against only some forms of TB (extra-pulmonary TB in children). Moreover, timely identification of TB remains complex with the actual diagnosis based on clinical observations associated to low efficient tests. Furthermore, current therapies are expensive, heavy and long for patients, and present lesser and lesser efficiency against new drug-resistant strains of Mtb. It is thus important to develop our knowledge on host -Mtb relationship to propose new vaccines, diagnosis tools and medications for the future. This thesis aims at improving our understanding of human immunology in the field of TB. All along this work, the same algorithm has been used and points towards the discovery of new correlates of protection through the comparison of T-cell immune responses in patients with LTBI or TB. We performed a comprehensive analysis of T-cell immune responses to Mtb using polychromatic flow cytometiy to study the functional profile of Μ/ό-specific CD4 Τ cells. We observed a polyfunctional profile in LTBI where CD4 Τ cells mainly co-produced IFN-γ, TNF-α and IL-2. In contrast, in TB, Mtó-specific CD4 Τ cells were mostly single TNF-a positive. Thus, analysis of the cytokine profiles was a strong immunological measure discriminating TB and LTBI. We next analyzed Thl7 cells. Mtò-specific Thl7 cells lacked immediate {i.e. ex vivo) IL-17A effector function in both LTBI and TB individuals. Moreover, they were also absent in bronchoalveolar lavages (BALs). Interestingly, we noticed that Mtb- specific Thl7 cells from LTBI but not from TB subjects acquired the ability to produce IL- 17A following Mtb-specific T-cell expansion. We finally performed a comprehensive characterization of Mfè-specific CD8 Τ cells that were detected in most (60%) TB patients and few (15%) LTBI subjects. We observed differences in the phenotype, the cytotoxicity and the proliferative capacities but not in the cytokine profile of Mtò-specific CD8 Τ cells between LTBI and TB. We concluded that the activity of Mtb infection (i.e. latent versus active) and the clinical presentation were associated to distinct profiles of Mtó-specific CD8 T-cell responses. To conclude, a multiparametric analysis including both CD4 and CD8 T-cell responses to Mtb lead to the development of a significantly improved diagnostic test discriminating between LTBI and TB. All together, these results provide new insights into the interaction between Mtb and the host immune response and expand upon our prior knowledge of tuberculosis. - L'infection par Mycobacterium tuberculosis peut résulter en une infection tuberculeuse latente et asymptomatique ou encore en une forme active et la plupart du temps contagieuse, la tuberculose. Un tiers de la population mondiale serait infectée de manière chronique avec 10 % de risques de développer la maladie durant la vie. Il n'existe actuellement aucun vaccin efficace, le BCG ne conférant qu'une protection partielle contre certaines formes extrapulmonaires de la maladie chez l'enfant. D'autre part, il n'existe pas de méthode diagnostique fiable et rapide, celle-ci se basant dans un premier temps sur l'analyse de la situation clinique des patients. Enfin, les thérapies actuelles sont couteuses et contraignantes pour les patients et tendent à ne plus être efficaces contre les souches émergentes de mycobactérie multi-résistantes. Aussi, il est important de bien comprendre la relation hôte-pathogène de manière à pouvoir proposer de nouveaux outils vaccinaux, diagnostiques et thérapeutiques. Ce manuscrit s'inscrit dans cette direction et vise à améliorer nos connaissances de la réponse immunitaire humaine dans le cadre de la tuberculose. Nous avons suivi un algorithme similaire tout au long des études proposées en comparant les réponses immunes des patients latents à celles des patients actifs, et ce, dans le but de mettre en évidence de potentiels corrélats de protection. Nous avons réalisé par cytométrie en flux une analyse du profil fonctionnel des cellules lymphocytaires CD4 dans la réponse au pathogène. Dans le cas de la tuberculose active, les cellules CD4 sécrètent majoritairement du TNF-α quand, au contraire, elles sécrètent à la fois du TNF-α, de l'IFN-γ et de l'IL-2 (poly-fonctionnalité) dans l'infection latente. Cette observation nous a permis de proposer un nouveau test diagnostique de la maladie active. Nous avons aussi étudié les cellules CD4 Thl7, impliquées dans la réponse immunitaire cellulaire contre les pathogènes extracellulaires et les champignons. Nous avons souligné une variation dans la production d'IL-17 entre infection latente et tuberculose active qui pourrait être impliquée dans la protection de l'individu contre le pathogène. D'autre part, ce manuscrit propose une caractérisation des cellules Τ CD8 dites cytotoxiques dans la tuberculose. Des divergences dans la fréquence des réponses observées, le phénotype mais aussi les capacités prolifératives et cytotoxiques ont pu être mises en évidence entre latence et tuberculose active. Ces observations soulignent le rôle important de ce groupe cellulaire dans l'évolution de la maladie et permettent de proposer une amélioration de l'outil diagnostic précédemment proposé et se basant à la fois sur le profil fonctionnel des cellules Τ CD4 ainsi que sur la présence potentielle d'une réponse CD8 spécifique au pathogène. Ces diverses études réalisées sur les cellules Τ humaines répondant spécifiquement à Mtb nous permettent de faire un pas supplémentaire dans la compréhension de notre réponse immunitaire face à ce pathogène particulièrement dangereux qui continue à l'heure actuelle à tuer chaque année des millions de personnes. - La tuberculose (TB) résulte d'une infection bactérienne par Mycobacterium tuberculosis (Mtb) et existe sous deux formes majeures: une forme latente, lorsque la bactérie est en phase de dormance ainsi qu'une forme active durant laquelle la bactérie se divise activement, entraînant les symptômes de la maladie. La personne infectée devient alors contagieuse dans la plupart des cas. Aujourd'hui des études épidémiologiques assument que plus d'un tiers de la population mondiale serait infectée par la forme latente de la bactérie et que 10% des cas réactiveront donnant lieu à diverses présentations de la maladie. Il n'existe actuellement aucun vaccin réellement efficace chez l'adulte. D'autre part, les traitements antibiotiques utilisés sont très lourds pour les patients et les cliniciens doivent faire face à l'émergence de nouvelles souches bactériennes multi-résistantes non affectées par les thérapies existantes. Les autorités sanitaires sont, d'autre part, confrontées à l'absence d'un outil diagnostique rapide, fiable et efficace. En effet, la méthode de référence reste la culture microbiologique du pathogène qui prend généralement plusieurs semaines, pendant lesquelles le patient pourra contaminer d'autres personnes. En résumé, la lutte contre la tuberculose doit passer par l'élaboration d'un vaccin efficace, de nouvelles thérapies, mais aussi par la mise en place de nouveaux tests diagnostics plus rapides afin d'éviter la dissémination de la maladie. Aussi, la relation hôte-bactérie qui n'est actuellement que peu comprise doit être investiguée. Ce travail de thèse a pour but d'étudier la réponse immunitaire chez l'homme infecté par Mtb et vise plus particulièrement l'étude d'une population clé de cellules immunitaires: les lymphocytes T. L'étude des cellules Τ CD4 nous a permis dans un premier temps de proposer un nouveau test diagnostic de la maladie active. Nous avons aussi analysé plus en détail une population spécifique des cellules Τ CD4 (les cellules Thl7), nous permettant d'associer leur fonction avec un possible état physiologique de protection contre le pathogène. En second lieu nous avons réalisé une caractérisation des cellules Τ CD8, à la fois chez les personnes avec des infections latentes et chez les personnes malades. Nous avons mis en évidence des différences fonctionnelles chez les deux groupes de patients, nous permettant ainsi une meilleure compréhension de l'immunité contre Mtb. Enfin, nous avons combiné les différents profils immunologiques obtenus pour développer un test diagnostic plus performant et sensible que celui proposé antérieurement. Ces diverses études réalisées sur les cellules Τ humaines nous permettent de faire un pas supplémentaire dans la compréhension de la réponse immunitaire face à ce pathogène particulièrement dangereux qui continue à tuer chaque année des millions de personnes.

The Lausanne Institutional Biobank: a new resource to catalyse research in personalised medicine and pharmaceutical sciences.

Breakthrough technologies which now enable the sequencing of individual genomes will irreversibly modify the way diseases are diagnosed, predicted, prevented and treated. For these technologies to reach their full potential requires, upstream, access to high-quality biomedical data and samples from large number of properly informed and consenting individuals and, downstream, the possibility to transform the emerging knowledge into a clinical utility. The Lausanne Institutional Biobank was designed as an integrated, highly versatile infrastructure to harness the power of these emerging technologies and catalyse the discovery and development of innovative therapeutics and biomarkers, and advance the field of personalised medicine. Described here are its rationale, design and governance, as well as parallel initiatives which have been launched locally to address the societal, ethical and technological issues associated with this new bio-resource. Since January 2013, inpatients admitted at Lausanne CHUV University Hospital have been systematically invited to provide a general consent for the use of their biomedical data and samples for research, to complete a standardised questionnaire, to donate a 10-ml sample of blood for future DNA extraction and to be re-contacted for future clinical trials. Over the first 18 months of operation, 14,459 patients were contacted, and 11,051 accepted to participate in the study. This initial 18-month experience illustrates that a systematic hospital-based biobank is feasible; it shows a strong engagement in research from the patient population in this University Hospital setting, and the need for a broad, integrated approach for the future of medicine to reach its full potential.

Efficient targeted transcript discovery via array-based normalization of RACE libraries.

Rapid amplification of cDNA ends (RACE) is a widely used approach for transcript identification. Random clone selection from the RACE mixture, however, is an ineffective sampling strategy if the dynamic range of transcript abundances is large. To improve sampling efficiency of human transcripts, we hybridized the products of the RACE reaction onto tiling arrays and used the detected exons to delineate a series of reverse-transcriptase (RT)-PCRs, through which the original RACE transcript population was segregated into simpler transcript populations. We independently cloned the products and sequenced randomly selected clones. This approach, RACEarray, is superior to direct cloning and sequencing of RACE products because it specifically targets new transcripts and often results in overall normalization of transcript abundance. We show theoretically and experimentally that this strategy leads indeed to efficient sampling of new transcripts, and we investigated multiplexing the strategy by pooling RACE reactions from multiple interrogated loci before hybridization.

Identification of cancer/testis-antigen genes by massively parallel signature sequencing.

Massively parallel signature sequencing (MPSS) generates millions of short sequence tags corresponding to transcripts from a single RNA preparation. Most MPSS tags can be unambiguously assigned to genes, thereby generating a comprehensive expression profile of the tissue of origin. From the comparison of MPSS data from 32 normal human tissues, we identified 1,056 genes that are predominantly expressed in the testis. Further evaluation by using MPSS tags from cancer cell lines and EST data from a wide variety of tumors identified 202 of these genes as candidates for encoding cancer/testis (CT) antigens. Of these genes, the expression in normal tissues was assessed by RT-PCR in a subset of 166 intron-containing genes, and those with confirmed testis-predominant expression were further evaluated for their expression in 21 cancer cell lines. Thus, 20 CT or CT-like genes were identified, with several exhibiting expression in five or more of the cancer cell lines examined. One of these genes is a member of a CT gene family that we designated as CT45. The CT45 family comprises six highly similar (>98% cDNA identity) genes that are clustered in tandem within a 125-kb region on Xq26.3. CT45 was found to be frequently expressed in both cancer cell lines and lung cancer specimens. Thus, MPSS analysis has resulted in a significant extension of our knowledge of CT antigens, leading to the discovery of a distinctive X-linked CT-antigen gene family.

Targeted sequence capture and Ultra High Throughput sequencing for gene discovery in inherited diseases

L'introduction des technologies de séquençage de nouvelle génération est en vue de révolutionner la médecine moderne. L'impact de ces nouveaux outils a déjà contribué à la découverte de nouveaux gènes et de voies cellulaires impliqués dans la pathologie de maladies génétiques rares ou communes. En revanche, l'énorme quantité de données générées par ces systèmes ainsi que la complexité des analyses bioinformatiques nécessaires, engendre un goulet d'étranglement pour résoudre les cas les plus difficiles. L'objectif de cette thèse a été d'identifier les causes génétiques de deux maladies héréditaires utilisant ces nouvelles techniques de séquençage, couplées à des technologies d'enrichissement de gènes. Dans ce cadre, nous avons développé notre propre méthode de travail (pipeline) pour l'alignement des fragments de séquence (reads). Suite à l'identification de gènes, nous avons réalisé une analyse fonctionnelle pour élucider leur rôle dans la maladie. Dans un premier temps, nous avons étudié et identifié des mutations impliquées dans une forme récessive de la rétinite pigmentaire qui est à ce jour la dégénérescence rétinienne héréditaire la plus fréquente. En particulier, nous avons constaté que des mutations faux-sens dans le gène FAM161A étaient la cause de la rétinite pigmentaire préalablement associé avec le locus RP28. De plus, nous avons démontré que ce gène avait des fonctions au niveau du cil du photorécepteur, complétant le large spectre des cilliopathies rétiniennes héréditaires. Dans un second temps, nous avons exploré la possibilité qu'un syndrome, relativement fréquent en pédiatrie de fièvre récurrente, appelé PFAPA (acronyme de fièvre périodique avec adénite stomatite, pharyngite et cervical aphteuse) puisse avoir une origine génétique. L'étiologie de cette maladie n'étant pas claire, nous avons tenté d'identifier le spectre génétique de patients PFAPA. Comme nous n'avons pas pu mettre à jour un nouveau gène unique muté et responsable de la maladie chez tous les individus dépistés, il semblerait qu'un modèle génétique plus complexe suggérant l'implication de plusieurs gènes dans la pathologie ait été identifié chez les patients touchés. Ces gènes seraient notamment impliqués dans des processus liés à l'inflammation ce qui élargirait l'impact de ces études à d'autres maladies auto-inflammatoires.