49 resultados para python django bootstrap
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Aims: To assess the potential distribution of an obligate seeder and active pyrophyte, Cistus salviifolius, a vulnerable species in the Swiss Red List; to derive scenarios by changing the fire return interval; and to discuss the results from a conservation perspective. A more general aim is to assess the impact of fire as a natural factor influencing the vegetation of the southern slopes of the Alps. Locations: Alps, southern Switzerland. Methods: Presence-absence data to fit the model were obtained from the most recent field mapping of C. salviifolius. The quantitative environmental predictors used in this study include topographic, climatic and disturbance (fire) predictors. Models were fitted by logistic regression and evaluated by jackknife and bootstrap approaches. Changes in fire regime were simulated by increasing the time-return interval of fire (simulating longer periods without fire). Two scenarios were considered: no fire in the past 15 years; or in the past 35 years. Results: Rock cover, slope, topographic position, potential evapotranspiration and time elapsed since the last fire were selected in the final model. The Nagelkerke R-2 of the model for C. salviifolius was 0.57 and the Jackknife area under the curve evaluation was 0.89. The bootstrap evaluation revealed model robustness. By increasing the return interval of fire by either up to 15 years, or 35 years, the modelled C. salviifolius population declined by 30-40%, respectively. Main conclusions: Although fire plays a significant role, topography and rock cover appear to be the most important predictors, suggesting that the distribution of C. salviifolius in the southern Swiss Alps is closely related to the availability of supposedly competition-free sites, such as emerging bedrock, ridge locations or steep slopes. Fire is more likely to play a secondary role in allowing C. salviifolius to extend its occurrence temporarily, by increasing germination rates and reducing the competition from surrounding vegetation. To maintain a viable dormant seed bank for C. salviifolius, conservation managers should consider carrying out vegetation clearing and managing wild fire propagation to reduce competition and ensure sufficient recruitment for this species.
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BACKGROUND: The objective is to develop a cost-effective, reliable and non invasive screening test able to detect early CRCs and adenomas. This is done on a nucleic acids multigene assay performed on peripheral blood mononuclear cells (PBMCs). METHODS: A colonoscopy-controlled study was conducted on 179 subjects. 92 subjects (21 CRC, 30 adenoma >1 cm and 41 controls) were used as training set to generate a signature. Other 48 subjects kept blinded (controls, CRC and polyps) were used as a test set. To determine organ and disease specificity 38 subjects were used: 24 with inflammatory bowel disease (IBD),14 with other cancers (OC). Blood samples were taken and PBMCs were purified. After the RNA extraction, multiplex RT-qPCR was applied on 92 different candidate biomarkers. After different univariate and multivariate analysis 60 biomarkers with significant p-values (<0.01) were selected. 2 distinct biomarker signatures are used to separate patients without lesion from those with CRC or with adenoma, named COLOX CRC and COLOX POL. COLOX performances were validated using random resampling method, bootstrap. RESULTS: COLOX CRC and POL tests successfully separate patients without lesions from those with CRC (Se 67%, Sp 93%, AUC 0.87), and from those with adenoma > 1cm (Se 63%, Sp 83%, AUC 0.77). 6/24 patients in the IBD group and 1/14 patients in the OC group have a positive COLOX CRC. CONCLUSION: The two COLOX tests demonstrated a high Se and Sp to detect the presence of CRCs and adenomas > 1 cm. A prospective, multicenter, pivotal study is underway in order to confirm these promising results in a larger cohort.
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Cette recherche sur les jeux d'argent et de hasard au sein de la population des jeunes résidents Suisses avait trois objectifs. Pour avoir des données de base, nous nous sommes d'une part intéressés à la prévalence de ce comportement et, basé sur des critères de fréquence, avons mis en évidence une population plus à risque de subir des conséquences néfastes du jeu;à savoir ceux qui jouent au minimum une fois par semaine. Le deuxième objectif était de déterminer s'il existait une association entre la fréquence du jeu et 1) l'utilisation de substances, 2) une mauvaise santé mentale et/ou 3) un faible support social, comme cela a été décrit dans la littérature pour les joueurs pathologiques. Finalement, pour savoir si les joueurs fréquents étaient «fixés» sur un seul type de jeu ou au contraire jouaient de manière non-sélective, nous avons effectué la corrélation entre la fréquence de jeu et le nombre de jeux différents dans lesquels les jeunes étaient impliqués.Pour ces analyses, nous avons utilisé la base de données de l'Enquête Suisse sur la Santé 2007, une étude transversale interrogeant des résidents suisses âgés de 15 ans ou plus. Cette enquête a été menée en deux étapes: 1) un questionnaire téléphonique (taux de réponse: 66.3%) puis 2) un questionnaire écrit (taux de réponse: 80.5% de ceux qui ont répondu à l'interview téléphonique). En tenant compte de la pondération pour l'échantillon de participants ayant répondu aux deux types d'interviews, nous avons considéré uniquement les personnes âgées de 15 à 24 ans. Au total 1116 (582 hommes) participants ont été retenus pour notre étude.Pour répondre au second objectif, nous avons comparé trois groupes. Les non-joueurs (NJ, n=577), les joueurs occasionnels (JO, n=388) et les joueurs fréquents (JF, n=151) ont été étudiés d'abord grâce à des analyses bivariées, puis à une régression multinomiale permettant de tenir compte des facteurs confondants. La sélection des variables pour la régression a été basée sur une méthode «bootstrap» permettant de produire des résultats représentatifs de la population entière et pas uniquement de l'échantillon analysé.Nous avons procédé de manière similaire pour répondre à la troisième question de recherche, mais en comparant uniquement les joueurs occasionnels et les joueurs fréquents.Les résultats ont mis en évidence que 48.3% des jeunes résidents suisses étaient impliqués dans au moins un type de jeu dans l'année précédente. Par ailleurs, 13.5% (n=151) des 15 à 24 ans jouaient au minimum une fois par semaine.Au niveau bivarié, la fréquence de jeu était associée à des facteurs sociodémographiques comme le sexe masculin, l'âge (les JO étant les plus âgés), et le revenu personnel. La fréquence de jeu était également significativement associée au fait de fumer du tabac quotidiennement, d'être actuellement fumeur de cannabis et d'avoir une consommation d'alcool à risque (beuveries). La mauvaise santé mentale (épisode de dépression majeure ou détresse psychologique) et le faible support relationnel (personne de confiance dans l'entourage ou activités de loisirs) n'étaient pas associés à la fréquence de jeu de manière significative, bien qu'une nette tendance en faveur des NJ ait pu être mise en évidence. Au niveau multivarié, les JO et JF étaient plus âgés, plus souvent de sexe masculin et habitaient plus souvent en Suisse romande que les NJ. Les JO étaient plus à risque que les NJ de se soumettre à des beuveries de manière occasionnelle et les JF étaient plus à risque que les NJ d'être des fumeurs de tabac quotidiens.En comparant les JO et les JF, nous avons obtenu une correlation élevée (r=0.85;p<0.0001) entre la fréquence de jeu et le nombre de jeux dans lesquels les jeunes étaient impliqués. Ceci indiquant que les JF ne semblent pas très sélectifs quant au type de jeu auquel ils jouent.Dans la mesure où le jeu est un comportement très prévalent au sein de la population des jeunes résidents suisses, il doit probablement être vu comme une conduite faisant partie des comportements exploratoires de l'adolescence. Néanmoins, au vu des comportements à risque qui y sont associés, la question du jeu devrait être soulevée par les médecins s'occupant de jeunes adultes à des fins de prévention.
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Introduction. - Les fractures ostéoporotiques entrainent une morbi-mortalité et des coûts économiques et humains grandissants. Des campagnes de dépistage se mettent en place associant questionnaire et DXA afin d'évaluer le risque fracturaire individuel et populationnel. La découverte fortuite d'une fracture vertébrale (VF), rendue possible par la réalisation d'une morphométrie vertébrale de profil (VFA par DXA) de D4 à L4, peut changer le diagnostic et le pronostic. Néanmoins sa reproductibilité de lecture est peu élevée, surtout sur le rachis dorsal et les fractures de grade 1 [1]. L'IOF/ISCD a proposé un guide pour en améliorer la lecture. Nous avons mesuré la reproductibilité de lecture des VFA avant et après application de ce guide sur une cohorte Suisse de dépistage de l'ostéoporose. Patients et méthodes. - 360 VFA (Hologic Delphi) issus aléatoirement de la cohorte OstéoLaus (femmes > 50 ans) ont été lus par 2 lecteurs indépendants avant et après application du guide de lecture. Il comporte des règles de condition de lecture (luminosité, contraste sur l'écran) et des étapes de lecture systématisées. La reproductibilité a été évaluée par le test de kappa sur : la lisibilité de chaque vertèbre, l'existence ou non d'une VF, son grade (1, 2 ou 3 selon Genant). Nous avons utilisé le Kappa de Cohen avec une technique de bootstrap pour les comparaisons avant/après sur des données corrélées. Résultats. - L'accord entre les lecteurs est élevé et s'améliore après application du guide de lecture (tableau). Le kappa de Cohen est modéré à bon selon Landis et Koch (0,4-0,7). La reproductibilité sur les grades est améliorée en regroupant les grades 0/1 et 2/3, mais pas par le guide de lecture. Conclusion. - L'utilisation du guide de lecture des VFA IOF/ISCD améliore la reproductibilité sur la lisibilité des vertèbres, la détection des VF, mais pas la classification du grade selon Genant. Ceci est principalement expliqué par le fait que le kappa de Cohen donne beaucoup d'importance à la distribution des données, qui devient asymétrique lorsque l'événement est rare. Le kappa uniforme [2] serait mieux adapté dans cette situation. Une réanalyse est en cours.
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OBJECTIVES: To assess the accuracy of high-resolution (HR) magnetic resonance imaging (MRI) in diagnosing early-stage optic nerve (ON) invasion in a retinoblastoma cohort. METHODS: This IRB-approved, prospective multicenter study included 95 patients (55 boys, 40 girls; mean age, 29 months). 1.5-T MRI was performed using surface coils before enucleation, including spin-echo unenhanced and contrast-enhanced (CE) T1-weighted sequences (slice thickness, 2 mm; pixel size <0.3 × 0.3 mm(2)). Images were read by five neuroradiologists blinded to histopathologic findings. ROC curves were constructed with AUC assessment using a bootstrap method. RESULTS: Histopathology identified 41 eyes without ON invasion and 25 with prelaminar, 18 with intralaminar and 12 with postlaminar invasion. All but one were postoperatively classified as stage I by the International Retinoblastoma Staging System. The accuracy of CE-T1 sequences in identifying ON invasion was limited (AUC = 0.64; 95 % CI, 0.55 - 0.72) and not confirmed for postlaminar invasion diagnosis (AUC = 0.64; 95 % CI, 0.47 - 0.82); high specificities (range, 0.64 - 1) and negative predictive values (range, 0.81 - 0.97) were confirmed. CONCLUSION: HR-MRI with surface coils is recommended to appropriately select retinoblastoma patients eligible for primary enucleation without the risk of IRSS stage II but cannot substitute for pathology in differentiating the first degrees of ON invasion. KEY POINTS: • HR-MRI excludes advanced optic nerve invasion with high negative predictive value. • HR-MRI accurately selects patients eligible for primary enucleation. • Diagnosis of early stages of optic nerve invasion still relies on pathology. • Several physiological MR patterns may mimic optic nerve invasion.
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OBJECTIVE: To collect data on the consultation frequency and demographic profile of victims of violence attending an emergency department (ED) in Switzerland. METHODS: We undertook screening of all admitted adult patients (>16 years) in the ED of the CHUV, Lausanne, Switzerland, over a 1 month period, using a modified version of the Partner Violence Screen questionnaire. Exclusionary criteria were: life threatening injury (National Advisory Committee on Aeronautics score > or =4), or inability to understand or speak French, to give oral informed consent, or to be questioned without a family member or accompanying person being present. Data were collected on history of physical and/or psychological violence during the previous 12 months, the type of violence experienced by the patient, and if violence was the reason for the current consultation. Sociodemographic data were obtained from the registration documents. RESULTS: The final sample consisted of 1602 patients (participation rate of 77.2%), with a refusal rate of 1.1%. Violence during the past 12 months was reported by 11.4% of patients. Of the total sample, 25% stated that violence was the reason for the current consultation; of these, 95% of patients were confirmed as victims of violence by the ED physicians. Patients reporting violence were more likely to be young and separated from their partner. Men were more likely to be victims of public violence and women more commonly victims of domestic violence. CONCLUSIONS: Based on this monthly prevalence rate, we estimate that over 3000 adults affected by violence consult our ED per annum. This underlines the importance of the problem and the need to address it. Health services organisations should establish measures to improve quality of care for victims. Guidelines and educational programmes for nurses and physicians should be developed in order to enhance providers' skills and basic knowledge of all types of violence, how to recognise and interact appropriately with victims, and where to refer these patients for follow up care in their local networks.
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Advanced neuroinformatics tools are required for methods of connectome mapping, analysis, and visualization. The inherent multi-modality of connectome datasets poses new challenges for data organization, integration, and sharing. We have designed and implemented the Connectome Viewer Toolkit - a set of free and extensible open source neuroimaging tools written in Python. The key components of the toolkit are as follows: (1) The Connectome File Format is an XML-based container format to standardize multi-modal data integration and structured metadata annotation. (2) The Connectome File Format Library enables management and sharing of connectome files. (3) The Connectome Viewer is an integrated research and development environment for visualization and analysis of multi-modal connectome data. The Connectome Viewer's plugin architecture supports extensions with network analysis packages and an interactive scripting shell, to enable easy development and community contributions. Integration with tools from the scientific Python community allows the leveraging of numerous existing libraries for powerful connectome data mining, exploration, and comparison. We demonstrate the applicability of the Connectome Viewer Toolkit using Diffusion MRI datasets processed by the Connectome Mapper. The Connectome Viewer Toolkit is available from http://www.cmtk.org/
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BACKGROUND: Sensing of bacterial products via Toll-like receptors is critical to maintain gut immune homeostasis. The Toll-Interacting Protein (Tollip) inhibits downstream signaling through the IL-1 receptor, TLR-2 and TLR-4. Here,we aimed to address the role of Tollip in acute and chronic inflammatory responses in the gut. MATERIAL AND METHODS: WT or Tollip-deficient mice were exposed to dextran sulfate sodium (DSS) 1.5% in the drinking water during 7 days. To generate bone-marrow chimeras, WT or Tollip deficient mice were 900-rads irradiated, transplanted with WT or Tollip deficient bone-marrow cells and challenged with DSS 2-3 months after transplantation. IL-10 deficient mice were bred with Tollip deficient mice and colitis was compared at various time points. RESULTS: Upon DSS exposure, Tollip-deficient mice had increased body weight loss and increased pro-inflammatory cytokine expression compared to WT controls. Challenge of bone-marrow chimeras showed that colitis susceptibility was also increased when Tollip deficiency was restricted to non-hematopoietic cells. DSS-exposure lead to a disorganized distribution of zona-occludens-1, a tight junction marker and increased number of apoptotic, cleaved caspase 3 positive, epithelial cells in Tollip-deficient compared to WT mice. Chronic colitis was also affected by Tollip deficiency as Tollip/IL-10 deficient mice had more severe histological stigmata of colitis and higher IL-17 expression than IL-10 deficient controls. CONCLUSION: Tollip in non-hematopoietic cells is critical for adequate response to a chemical-induced stress in the gut and to hamper chronic bacteria-driven colitis. Modulation of epithelial cell integrity via Tollip likely contributes to the observed defects.
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Introduction: The field of Connectomic research is growing rapidly, resulting from methodological advances in structural neuroimaging on many spatial scales. Especially progress in Diffusion MRI data acquisition and processing made available macroscopic structural connectivity maps in vivo through Connectome Mapping Pipelines (Hagmann et al, 2008) into so-called Connectomes (Hagmann 2005, Sporns et al, 2005). They exhibit both spatial and topological information that constrain functional imaging studies and are relevant in their interpretation. The need for a special-purpose software tool for both clinical researchers and neuroscientists to support investigations of such connectome data has grown. Methods: We developed the ConnectomeViewer, a powerful, extensible software tool for visualization and analysis in connectomic research. It uses the novel defined container-like Connectome File Format, specifying networks (GraphML), surfaces (Gifti), volumes (Nifti), track data (TrackVis) and metadata. Usage of Python as programming language allows it to by cross-platform and have access to a multitude of scientific libraries. Results: Using a flexible plugin architecture, it is possible to enhance functionality for specific purposes easily. Following features are already implemented: * Ready usage of libraries, e.g. for complex network analysis (NetworkX) and data plotting (Matplotlib). More brain connectivity measures will be implemented in a future release (Rubinov et al, 2009). * 3D View of networks with node positioning based on corresponding ROI surface patch. Other layouts possible. * Picking functionality to select nodes, select edges, get more node information (ConnectomeWiki), toggle surface representations * Interactive thresholding and modality selection of edge properties using filters * Arbitrary metadata can be stored for networks, thereby allowing e.g. group-based analysis or meta-analysis. * Python Shell for scripting. Application data is exposed and can be modified or used for further post-processing. * Visualization pipelines using filters and modules can be composed with Mayavi (Ramachandran et al, 2008). * Interface to TrackVis to visualize track data. Selected nodes are converted to ROIs for fiber filtering The Connectome Mapping Pipeline (Hagmann et al, 2008) processed 20 healthy subjects into an average Connectome dataset. The Figures show the ConnectomeViewer user interface using this dataset. Connections are shown that occur in all 20 subjects. The dataset is freely available from the homepage (connectomeviewer.org). Conclusions: The ConnectomeViewer is a cross-platform, open-source software tool that provides extensive visualization and analysis capabilities for connectomic research. It has a modular architecture, integrates relevant datatypes and is completely scriptable. Visit www.connectomics.org to get involved as user or developer.
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Precise MEG estimates of neuronal current flow are undermined by uncertain knowledge of the head location with respect to the MEG sensors. This is either due to head movements within the scanning session or systematic errors in co-registration to anatomy. Here we show how such errors can be minimized using subject-specific head-casts produced using 3D printing technology. The casts fit the scalp of the subject internally and the inside of the MEG dewar externally, reducing within session and between session head movements. Systematic errors in matching to MRI coordinate system are also reduced through the use of MRI-visible fiducial markers placed on the same cast. Bootstrap estimates of absolute co-registration error were of the order of 1mm. Estimates of relative co-registration error were <1.5mm between sessions. We corroborated these scalp based estimates by looking at the MEG data recorded over a 6month period. We found that the between session sensor variability of the subject's evoked response was of the order of the within session noise, showing no appreciable noise due to between-session movement. Simulations suggest that the between-session sensor level amplitude SNR improved by a factor of 5 over conventional strategies. We show that at this level of coregistration accuracy there is strong evidence for anatomical models based on the individual rather than canonical anatomy; but that this advantage disappears for errors of greater than 5mm. This work paves the way for source reconstruction methods which can exploit very high SNR signals and accurate anatomical models; and also significantly increases the sensitivity of longitudinal studies with MEG.
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Notre système de soins vaudois propose de nombreuses prestations de qualité aux personnes âgées. Le canton a été pionnier pour la mise en oeuvre de nombreuses initiatives : aide et soins à domicile, centres de traitements et de réadaptation, unités d'accueil temporaires, bureaux régionaux d'information et d'orientation. Autant de réalisations qui, preuve de leur intérêt, ont largement diffusé au-delà des frontières cantonales. Néanmoins, le vieillissement de la population vaudoise impose d'évaluer ce qui doit être entrepris pour adapter et consolider ces prestations afin de faire face le mieux possible aux formidables enjeux sanitaires liés à ce vieillissement. Ensuite, ces enjeux nécessitent aussi d'imaginer. Imaginer de nouvelles structures, de nouvelles missions, de nouvelles prestations et pratiques. Certaines mesures proposées visent le court terme et sont rapidement réalisables. D'autres nécessitent de modifier notre culture sanitaire, un défi qui demande du temps. Nous souhaitons, dans la politique proposée, initier ce processus dynamique. L'année 2012 marque symboliquement l'entrée en retraite des premiers baby-boomers et annonce la vague démographique qui culminera en 2030 déjà, lorsque un vaudois sur cinq aura plus de 65 ans. La politique "Vieillissement et Santé" proposée ici n'est pas figée. Si ce rapport a pour ambition d'être un outil de référence pour la communauté sanitaire, il ne représente qu'une étape dans les réflexions sur la santé et les soins aux aînés que le canton conduit depuis longtemps, et devra continuer à conduire. La politique qui y est décrite devra être périodiquement évaluée et adaptée. [Auteurs]
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BACKGROUND: Prognostic models and nomograms were recently developed to predict survival of patients with newly diagnosed glioblastoma multiforme (GBM).1 To improve predictions, models should be updated with the most recent patient and disease information. Nomograms predicting patient outcome at the time of disease progression are required. METHODS: Baseline information from 299 patients with recurrent GBM recruited in 8 phase I or II trials of the EORTC Brain Tumor Group was used to evaluate clinical parameters as prognosticators of patient outcome. Univariate (log rank) and multivariate (Cox models) analyses were made to assess the ability of patients' characteristics (age, sex, performance status [WHO PS], and MRC neurological deficit scale), disease history (prior treatments, time since last treatment or initial diagnosis, and administration of steroids or antiepileptics) and disease characteristics (tumor size and number of lesions) to predict progression free survival (PFS) and overall survival (OS). Bootstrap technique was used for models internal validation. Nomograms were computed to provide individual patients predictions. RESULTS: Poor PS and more than 1 lesion had a significant prognostic impact for both PFS and OS. Antiepileptic drug use was significantly associated with worse PFS. Larger tumors (split by the median of the largest tumor diameter >42.5 mm) and steroid use had shorter OS. Age, sex, neurologic deficit, prior therapies, and time since last therapy or initial diagnosis did not show independent prognostic value for PFS or OS. CONCLUSIONS: This analysis confirms that PS but not age is a major prognostic factor for PFS and OS. Multiple or large tumors and the need to administer steroids significantly increase the risk of progression and death. Nomograms at the recurrence could be used to obtain accurate predictions for the design of new targeted therapy trials or retrospective analyses. (1. T. Gorlia et al., Nomograms for predicting survival of patients with newly diagnosed glioblastoma. Lancet Oncol 9 (1): 29-38, 2008.)
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BACKGROUND: Caring for individuals with schizophrenia can create distress for caregivers which can, in turn, have a harmful impact on patient progress. There could be a better understanding of the connections between caregivers' representations of schizophrenia and coping styles. This study aims at exploring those connections. METHODS: This correlational descriptive study was conducted with 92 caregivers of individuals suffering from schizophrenia. The participants completed three questionnaires translated and validated in French: (a) a socio-demographic questionnaire, (b) the Illness Perception Questionnaire for Schizophrenia and (c) the Family Coping Questionnaire. RESULTS: Our results show that illness representations are slightly correlated with coping styles. More specifically, emotional representations are correlated to an emotion-focused coping style centred on coercion, avoidance and resignation. CONCLUSION: Our results are coherent with the Commonsense Model of Self-Regulation of Health and Illness and should enable to develop new interventions for caregivers.
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Colorectal cancer (CRC) is the second leading cause of cancer-related death in developed countries. Early detection of CRC leads to decreased CRC mortality. A blood-based CRC screening test is highly desirable due to limited invasiveness and high acceptance rate among patients compared to currently used fecal occult blood testing and colonoscopy. Here we describe the discovery and validation of a 29-gene panel in peripheral blood mononuclear cells (PBMC) for the detection of CRC and adenomatous polyps (AP). Blood samples were prospectively collected from a multicenter, case-control clinical study. First, we profiled 93 samples with 667 candidate and 3 reference genes by high throughput real-time PCR (OpenArray system). After analysis, 160 genes were retained and tested again on 51 additional samples. Low expressed and unstable genes were discarded resulting in a final dataset of 144 samples profiled with 140 genes. To define which genes, alone or in combinations had the highest potential to discriminate AP and/or CRC from controls, data were analyzed by a combination of univariate and multivariate methods. A list of 29 potentially discriminant genes was compiled and evaluated for its predictive accuracy by penalized logistic regression and bootstrap. This method discriminated AP >1cm and CRC from controls with a sensitivity of 59% and 75%, respectively, with 91% specificity. The behavior of the 29-gene panel was validated with a LightCycler 480 real-time PCR platform, commonly adopted by clinical laboratories. In this work we identified a 29-gene panel expressed in PBMC that can be used for developing a novel minimally-invasive test for accurate detection of AP and CRC using a standard real-time PCR platform.