2,869 results on '"Paradis P"'
Search Results
102. The diet rapidly and differentially affects the gut microbiota and host lipid mediators in a healthy population
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Bourdeau-Julien, Isabelle, Castonguay-Paradis, Sophie, Rochefort, Gabrielle, Perron, Julie, Lamarche, Benoît, Flamand, Nicolas, Di Marzo, Vincenzo, Veilleux, Alain, and Raymond, Frédéric
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- 2023
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103. Canadian Women in Otolaryngology—Head and Neck Surgery part 1: the relationship of gender identity to career trajectory and experiences of harassment
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Ioanidis, Khrystyna, Naismith, Kendra, Dzioba, Agnieszka, MacNeil, S. Danielle, Paradis, Josée, Nayan, Smriti, Strychowsky, Julie E., and Graham, M. Elise
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- 2023
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104. Simulation-based education to improve management of refractory anaphylaxis in an allergy clinic
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Copaescu, Ana M., Graham, Francois, Nadon, Nathalie, Gagnon, Rémi, Robitaille, Arnaud, Badawy, Mohamed, Claveau, David, Roches, Anne Des, Paradis, Jean, Vincent, Matthieu, and Bégin, Philippe
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- 2023
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105. Assessing the impact of the global subsea telecommunications network on sedimentary organic carbon stocks
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Clare, M. A., Lichtschlag, A., Paradis, S., and Barlow, N. L. M.
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- 2023
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106. MAIT cell inhibition promotes liver fibrosis regression via macrophage phenotype reprogramming
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Mabire, Morgane, Hegde, Pushpa, Hammoutene, Adel, Wan, Jinghong, Caër, Charles, Sayegh, Rola Al, Cadoux, Mathilde, Allaire, Manon, Weiss, Emmanuel, Thibault-Sogorb, Tristan, Lantz, Olivier, Goodhardt, Michèle, Paradis, Valérie, de la Grange, Pierre, Gilgenkrantz, Hélène, and Lotersztajn, Sophie
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- 2023
- Full Text
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107. Validation of NIAAAm-CRP criteria to predict alcohol-associated steatohepatitis on liver histology
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Rudolf E. Stauber, Pierre-Emmanuel Rautou, Horia Stefanescu, Adelina Horhat, Maja Thiele, Carolin Lackner, Susan Davies, Helmut Denk, Sönke Detlefsen, Hans Peter Dienes, Viviane Gnemmi, Annette S.H. Gouw, Maria Guido, Rosa Miquel, Valerie Paradis, Ioana Rusu, Peter Schirmacher, Luigi Terracciano, and Dina Tiniakos
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Alcohol-associated liver disease ,noninvasive ,histology ,Diseases of the digestive system. Gastroenterology ,RC799-869 - Abstract
Background & Aims: In clinical practice, the diagnosis of alcohol-associated hepatitis (AH) is mostly based on non-invasive criteria, which were defined at a consensus conference by the National Institute on Alcohol Abuse and Alcoholism (NIAAA). These criteria were recently modified by adding C-reactive protein (CRP) and termed NIAAAm-CRP criteria, which showed superior diagnostic accuracy for presence of alcohol-associated steatohepatitis (ASH) on liver histology. The aim of our study was to validate the diagnostic accuracy of both original NIAAA criteria and NIAAAm-CRP criteria for presence of ASH on liver histology in an independent cohort. Methods: Data from a large multinational cohort of 445 patients with alcohol-associated liver disease (ALD) that served to establish a novel grading and staging system of alcohol-associated liver disease were analyzed retrospectively. Diagnosis of ASH was based on presence of hepatocyte ballooning plus lobular neutrophil infiltration and established in virtual consensus meetings of multiple expert liver pathologists. Results: Complete data including CRP values were available in 346 patients. Overall diagnostic accuracy for prediction of ASH was 73% for NIAAA criteria and 77% for NIAAAm-CRP criteria. In a subgroup with suspected severe AH (MELD >20, n = 123), overall diagnostic accuracy for prediction of ASH was 69% for NIAAA criteria and 74% for NIAAAm-CRP criteria. Conclusion: Our findings confirm recent data on suboptimal diagnostic accuracy of original NIAAA criteria and validate slightly better but still suboptimal performance of NIAAAm-CRP criteria for presence of ASH. Impact and Implications: Alcohol-associated steatohepatitis (ASH) is diagnosed on liver histology but liver biopsy is not always feasible. Non-invasive diagnosis based on clinical findings has been proposed using the National Institute on Alcohol Abuse and Alcoholism (NIAAA) criteria and recently improved using NIAAAm-CRP criteria. Our findings validate slightly better but still suboptimal performance of NIAAAm-CRP criteria for the presence of histological ASH. Clinical trials of novel drugs should focus on histologically proven ASH.
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- 2024
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108. Le projet HOMONIM, en soutien des prévisions d’inondation côtière
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Denis Paradis, Audrey Pasquet, Alice Dalphinet, Komlan Kpogo-Nuwoklo, Héloïse Michaud, Rémy Baraille, Didier Jourdan, Patrick Ohl, Roman Le Belleguic, David Ayache, Christophe Bataille, Maya Ciavaldini, Fabien Brosse, and Yann Krien
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prévision numérique ,états de mer ,vagues en côtier ,niveau marin sur le littoral ,vigilance vagues submersion ,Numerical forecast ,coastal waves ,sea level at coast ,early warning for waves and marine flooding ,Hydraulic engineering ,TC1-978 ,Environmental technology. Sanitary engineering ,TD1-1066 - Abstract
RÉSUMÉLe projet HOMONIM phase 3 est mené par MétéoFrance et le Shom sous la maîtrise d’ouvrage de la Direction Générale de la Prévention des Risques (DGPR). Il vise à améliorer les capacités opérationnelles de modélisation des niveaux marins et des vagues à la côte pour aider la gestion du risque de submersion marine. Les principaux travaux de R&D en cours et à venir dans le projet HOMONIM3 sont abordés dans cet article : configuration de façade Manche – Atlantique du nouveau modèle de niveau marin TOLOSASW, calibration de la prévision d’ensemble (PE) de surcotes, mise en place d’une PE des vagues en côtier, modélisation couplée vagues/niveaux/courants à très haute résolution, pour le littoral Nord-Aquitain, et la modélisation non hydrostatique. Ces résultats sont susceptibles de servir aux modèles de prévision des inondations à proximité des estuaires ou des fleuves près de leur embouchure, en leur fournissant, sur leur frontière maritime, une condition limite plus réaliste, et cohérente avec les prévisions utilisées pour le dispositif de la Vigilance Vagues-Submersion (VVS), ainsi qu’une information, pour un jour donné, sur la prévisibilité des modèles ou sur l’existence de scénarios océaniques alternatifs.
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- 2024
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109. A New Model for Ranking Schools of Public Health: The Public Health Academic Ranking
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Adeline Dugerdil, Awa Babington-Ashaye, Murielle Bochud, Margaret Chan, Arnaud Chiolero, Andreas Gerber-Grote, Nino Künzli, Gilles Paradis, Milo Alan Puhan, L. Suzanne Suggs, Klazine Van der Horst, Gérard Escher, and Antoine Flahault
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ranking methodology ,university rankings ,public health ,schools of public health ,public health academia ,normalized bibliometric indicators ,Public aspects of medicine ,RA1-1270 - Abstract
Objectives: As there is no ranking designed for schools of Public Health, the aim of this project was to create one.Methods: To design the Public Health Academic Ranking (PHAR), we used the InCites Benchmarking and Analytics™ software and the Web Of Science™ Core Collection database. We collected bibliometric data on 26 schools of Public Health from each continent, between August and September 2022. We included 11 research indicators/scores, covering four criteria (productivity, quality, accessibility for readers, international collaboration), for the period 2017–2021. For the Swiss School of Public Health (SSPH+), a network gathering faculties across different universities, a specific methodology was used, with member-specific research queries.Results: The five top schools of the PHAR were: London School of Hygiene and Tropical Medicine, Public Health Foundation of India, Harvard T.H. Chan School of Public Health, SSPH+, Johns Hopkins Bloomberg School of Public Health.Conclusion: The PHAR allows worldwide bibliometric ordering of schools of Public Health. As this is a pilot project, the results must be taken with caution. This article aims to critically discuss its methodology and future improvements.
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- 2024
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110. Primary liver cancer classification from routine tumour biopsy using weakly supervised deep learning
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Aurélie Beaufrère, Nora Ouzir, Paul Emile Zafar, Astrid Laurent-Bellue, Miguel Albuquerque, Gwladys Lubuela, Jules Grégory, Catherine Guettier, Kévin Mondet, Jean-Christophe Pesquet, and Valérie Paradis
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Primary liver cancer ,biopsy ,histological slides ,artificial intelligence ,weakly supervised learning ,Diseases of the digestive system. Gastroenterology ,RC799-869 - Abstract
Background & Aims: The diagnosis of primary liver cancers (PLCs) can be challenging, especially on biopsies and for combined hepatocellular-cholangiocarcinoma (cHCC-CCA). We automatically classified PLCs on routine-stained biopsies using a weakly supervised learning method. Method: We selected 166 PLC biopsies divided into training, internal and external validation sets: 90, 29 and 47 samples, respectively. Two liver pathologists reviewed each whole-slide hematein eosin saffron (HES)-stained image (WSI). After annotating the tumour/non-tumour areas, tiles of 256x256 pixels were extracted from the WSIs and used to train a ResNet18 neural network. The tumour/non-tumour annotations served as labels during training, and the network's last convolutional layer was used to extract new tumour tile features. Without knowledge of the precise labels of the malignancies, we then applied an unsupervised clustering algorithm. Results: Pathological review classified the training and validation sets into hepatocellular carcinoma (HCC, 33/90, 11/29 and 26/47), intrahepatic cholangiocarcinoma (iCCA, 28/90, 9/29 and 15/47), and cHCC-CCA (29/90, 9/29 and 6/47). In the two-cluster model, Clusters 0 and 1 contained mainly HCC and iCCA histological features. The diagnostic agreement between the pathological diagnosis and the two-cluster model predictions (major contingent) in the internal and external validation sets was 100% (11/11) and 96% (25/26) for HCC and 78% (7/9) and 87% (13/15) for iCCA, respectively. For cHCC-CCA, we observed a highly variable proportion of tiles from each cluster (cluster 0: 5-97%; cluster 1: 2-94%). Conclusion: Our method applied to PLC HES biopsy could identify specific morphological features of HCC and iCCA. Although no specific features of cHCC-CCA were recognized, assessing the proportion of HCC and iCCA tiles within a slide could facilitate the identification of cHCC-CCA. Impact and implications: The diagnosis of primary liver cancers can be challenging, especially on biopsies and for combined hepatocellular-cholangiocarcinoma (cHCC-CCA). We automatically classified primary liver cancers on routine-stained biopsies using a weakly supervised learning method. Our model identified specific features of hepatocellular carcinoma and intrahepatic cholangiocarcinoma. Despite no specific features of cHCC-CCA being recognized, the identification of hepatocellular carcinoma and intrahepatic cholangiocarcinoma tiles within a slide could facilitate the diagnosis of primary liver cancers, and particularly cHCC-CCA.
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- 2024
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111. Effect of Emotionally Salient and Loaded Words on Intensity of Care Choice: a Randomized Case Vignette Study
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Paradis, Béatrice, Goulden, Robert, Zhang, Xi Sophie, Pageau, Félix, Cheung, Vincent Weng-Jy, and Nguyen, Quoc Dinh
- Published
- 2023
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112. Dietary food patterns as determinants of the gut microbiome–endocannabinoidome axis in humans
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Sophie Castonguay-Paradis, Julie Perron, Nicolas Flamand, Benoît Lamarche, Frédéric Raymond, Vincenzo Di Marzo, and Alain Veilleux
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Medicine ,Science - Abstract
Abstract The gut microbiota and the endocannabinoidome (eCBome) play important roles in regulating energy homeostasis, and both are closely linked to dietary habits. However, the complex and compositional nature of these variables has limited our understanding of their interrelationship. This study aims to decipher the interrelation between dietary intake and the gut microbiome–eCBome axis using two different approaches for measuring dietary intake: one based on whole food and the other on macronutrient intakes. We reveal that food patterns, rather than macronutrient intakes, were associated with the gut microbiome–eCBome axis in a sample of healthy men and women (n = 195). N-acyl-ethanolamines (NAEs) and gut microbial families were correlated with intakes of vegetables, refined grains, olive oil and meats independently of adiposity and energy intakes. Specifically, higher intakes in vegetables and olive oil were associated with increased relative abundance of Clostridiaceae, Veillonellaceae and Peptostreptococaceae, decreased relative abundance of Acidominococaceae, higher circulating levels of NAEs, and higher HDL and LDL cholesterol levels. Our findings highlight the relative importance of food patterns in determining the gut microbiome–eCBome axis. They emphasize the importance of recognizing the contribution of dietary habits in these systems to develop personalized dietary interventions for preventing and treating metabolic disorders through this axis.
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- 2023
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113. The Modern Ocean Sediment Archive and Inventory of Carbon (MOSAIC): version 2.0
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S. Paradis, K. Nakajima, T. S. Van der Voort, H. Gies, A. Wildberger, T. M. Blattmann, L. Bröder, and T. I. Eglinton
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Environmental sciences ,GE1-350 ,Geology ,QE1-996.5 - Abstract
Marine sediments play a crucial role in the global carbon cycle by acting as the ultimate sink of both terrestrial and marine organic carbon. To understand the spatiotemporal variability in the content, sources, and dynamics of organic carbon in marine sediments, a curated and harmonized database of organic carbon and associated parameters is needed, which has prompted the development of the Modern Ocean Sediment Archive and Inventory of Carbon (MOSAIC) database (http://mosaic.ethz.ch/, last access: 26 July 2023; https://doi.org/10.5281/zenodo.8322094, Paradis, 2023; https://doi.org/10.5168/mosaic019.1, Van der Voort et al., 2019). MOSAIC version 2.0 has expanded the spatiotemporal coverage of the original database by >400 % and now holds data from more than 21 000 individual sediment cores from different continental margins on a global scale. Additional variables have also been incorporated into MOSAIC v.2.0 that are crucial to interpret the quantity, origin, and age of organic carbon in marine sediments globally. Sedimentological parameters (e.g. grain size fractions and mineral surface area) help understand the effect of hydrodynamic sorting and mineral protection on the distribution of organic carbon, while molecular biomarker signatures (e.g. lignin phenols, fatty acids, and alkanes) can help constrain the specific origin of organic matter. MOSAIC v.2.0 also stores data on specific sediment and molecular fractions, which provide further insight into the processes that affect the degradation and ageing of organic carbon in marine sediments. Data included within MOSAIC are continuously expanding, and version control will allow users to benefit from updated versions while ensuring reproducibility of their findings.
- Published
- 2023
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114. Outcomes of patients with respiratory failure declined for extracorporeal membrane oxygenation: a prospective observational study
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Teijeiro-Paradis, Ricardo, Grenier, Jasmine, Urner, Martin, Douflé, Ghislaine, Steel, Andrew, Cypel, Marcelo, Keshavjee, Shaf, Herridge, Margaret, Goligher, Ewan, Granton, John, Ferguson, Niall, Fan, Eddy, and Del Sorbo, Lorenzo
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- 2023
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115. A Critical Appraisal of Matching-Adjusted Indirect Comparisons in Spinal Muscular Atrophy
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Jiang, Tammy, Youn, Bora, Paradis, Angela D., Beckerman, Rachel, Barnieh, Lianne, and Johnson, Nicole B.
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- 2023
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116. Sustained Ability of a Natural Microbial Community to Remove Nitrate from Groundwater
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Paradis, Charles J, Miller, John I, Moon, Ji‐Won, Spencer, Sarah J, Lui, Lauren M, Van Nostrand, Joy D, Ning, Daliang, Steen, Andrew D, McKay, Larry D, Arkin, Adam P, Zhou, Jizhong, Alm, Eric J, and Hazen, Terry C
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Hydrology ,Physical Geography and Environmental Geoscience ,Earth Sciences ,Groundwater ,Microbiota ,Nitrates ,Sulfates ,Water Pollutants ,Chemical ,Water Wells ,Other Agricultural and Veterinary Sciences ,Environmental Engineering ,Physical geography and environmental geoscience - Abstract
Microbial-mediated nitrate removal from groundwater is widely recognized as the predominant mechanism for nitrate attenuation in contaminated aquifers and is largely dependent on the presence of a carbon-bearing electron donor. The repeated exposure of a natural microbial community to an electron donor can result in the sustained ability of the community to remove nitrate; this phenomenon has been clearly demonstrated at the laboratory scale. However, in situ demonstrations of this ability are lacking. For this study, ethanol (electron donor) was repeatedly injected into a groundwater well (treatment) for six consecutive weeks to establish the sustained ability of a microbial community to remove nitrate. A second well (control) located upgradient was not injected with ethanol during this time. The treatment well demonstrated strong evidence of sustained ability as evident by ethanol, nitrate, and subsequent sulfate removal up to 21, 64, and 68%, respectively, as compared to the conservative tracer (bromide) upon consecutive exposures. Both wells were then monitored for six additional weeks under natural (no injection) conditions. During the final week, ethanol was injected into both treatment and control wells. The treatment well demonstrated sustained ability as evident by ethanol and nitrate removal up to 20 and 21%, respectively, as compared to bromide, whereas the control did not show strong evidence of nitrate removal (5% removal). Surprisingly, the treatment well did not indicate a sustained and selective enrichment of a microbial community. These results suggested that the predominant mechanism(s) of sustained ability likely exist at the enzymatic- and/or genetic-levels. The results of this study demonstrated the in situ ability of a microbial community to remove nitrate can be sustained in the prolonged absence of an electron donor.
- Published
- 2022
117. In Search of Socio-Technical Congruence: A Large-Scale Longitudinal Study
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Mauerer, Wolfgang, Joblin, Mitchell, Tamburri, Damian A., Paradis, Carlos, Kazman, Rick, and Apel, Sven
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Computer Science - Software Engineering - Abstract
We report on a large-scale empirical study investigating the relevance of socio-technical congruence over key basic software quality metrics, namely, bugs and churn. In particular, we explore whether alignment or misalignment of social communication structures and technical dependencies in large software projects influences software quality. To this end, we have defined a quantitative and operational notion of socio-technical congruence, which we call socio-technical motif congruence (STMC). STMC is a measure of the degree to which developers working on the same file or on two related files, need to communicate. As socio-technical congruence is a complex and multi-faceted phenomenon, the interpretability of the results is one of our main concerns, so we have employed a careful mixed-methods statistical analysis. In particular, we provide analyses with similar techniques as employed by seminal work in the field to ensure comparability of our results with the existing body of work. The major result of our study, based on an analysis of 25 large open-source projects, is that STMC is not related to project quality measures -- software bugs and churn -- in any temporal scenario. That is, we find no statistical relationship between the alignment of developer tasks and developer communications on the one hand, and project outcomes on the other hand. We conclude that, wherefore congruence does matter as literature shows, then its measurable effect lies elsewhere., Comment: 29 pages, 21 figures. To appear in IEEE Transactions on Software Engineering
- Published
- 2021
118. ADEPT: A Socio-Technical Theory of Continuous Integration
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Elazhary, Omar, Storey, Margaret-Anne, Ernst, Neil A., and Paradis, Elise
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Computer Science - Software Engineering - Abstract
Continuous practices that rely on automation in the software development workflow have been widely adopted by industry for over a decade. Despite this widespread use, software development remains a primarily human-driven activity that is highly creative and collaborative. There has been extensive research on how continuous practices rely on automation and its impact on software quality and development velocity, but relatively little has been done to understand how automation impacts developer behavior and collaboration. In this paper, we introduce a socio-technical theory about continuous practices. The ADEPT theory combines constructs that include humans, processes, documentation, automation and the project environment, and describes propositions that relate these constructs. The theory was derived from phenomena observed in previous empirical studies. We show how the ADEPT theory can explain and describe existing continuous practices in software development, and how it can be used to generate new propositions for future studies to understand continuous practices and their impact on the social and technical aspects of software development.
- Published
- 2021
119. Photoionization of $nS$ and $nD$ Rydberg atoms of Rb and Cs from the near-infrared to the ultraviolet spectral region
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Viray, Michael A., Paradis, Eric, and Raithel, Georg
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Physics - Atomic Physics ,Quantum Physics - Abstract
We present calculations of the photoionization (PI) cross sections of rubidium and cesium Rydberg atoms for light with wavelengths ranging from the infrared to the ultraviolet, using model potentials from [M. Marinescu, H. R. Sadeghpour, and A. Dalgarno, Phys. Rev. A 49, 982 (1994)]. The origins of pronounced PI minima are identified by investigating the free-electron wavefunctions. These include broad PI minima in the $nS$ to $\epsilon P$ PI channels of both Rb and Cs, with free-electron energy $\epsilon$, which are identified as Cooper minima. Much narrower PI minima in the $nD$ to $\epsilon F$ channels are due to shape resonances of the free-electron states. We describe possible experimental procedures for measuring the PI minima, and we discuss their implications in fundamental atomic physics as well as in practical applications., Comment: 8 pages, 2 figures
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- 2021
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120. Automating Surgical Peg Transfer: Calibration with Deep Learning Can Exceed Speed, Accuracy, and Consistency of Humans
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Hwang, Minho, Ichnowski, Jeffrey, Thananjeyan, Brijen, Seita, Daniel, Paradis, Samuel, Fer, Danyal, Low, Thomas, and Goldberg, Ken
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Computer Science - Robotics - Abstract
Peg transfer is a well-known surgical training task in the Fundamentals of Laparoscopic Surgery (FLS). While human sur-geons teleoperate robots such as the da Vinci to perform this task with high speed and accuracy, it is challenging to automate. This paper presents a novel system and control method using a da Vinci Research Kit (dVRK) surgical robot and a Zivid depth sensor, and a human subjects study comparing performance on three variants of the peg-transfer task: unilateral, bilateral without handovers, and bilateral with handovers. The system combines 3D printing, depth sensing, and deep learning for calibration with a new analytic inverse kinematics model and a time-minimized motion controller. In a controlled study of 3384 peg transfer trials performed by the system, an expert surgical resident, and 9 volunteers, results suggest that the system achieves accuracy on par with the experienced surgical resident and is significantly faster and more consistent than the surgical resident and volunteers. The system also exhibits the highest consistency and lowest collision rate. To our knowledge, this is the first autonomous system to achieve superhuman performance on a standardized surgical task.
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- 2020
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121. Sources of Variation at the Onset of Bilingualism: The Differential Effect of Input Factors, AOA, and Cognitive Skills on HL Arabic and L2 English Syntax
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Soto-Corominas, Adriana, Daskalaki, Evangelia, Paradis, Johanne, Winters-Difani, Magdalena, and Al Janadieh, Redab
- Abstract
Despite growing research on individual differences in child bilinguals, few studies have focused on the development of syntax, included both languages, and studied newly arrived school-age migrant children. Accordingly, this study investigated the syntactic development of heritage language (HL) Syrian Arabic and L2 English by Syrian refugee children (N = 119) recently arrived in Canada using a sentence repetition task. Regression analyses showed that a partially overlapping set of child-level (input and cognitive skills) and language-level (syntactic structure) factors accounted for performance in each language. HL performance was particularly sensitive to language, cognitive, and input variables indexing cumulative HL exposure. L2 performance, however, was sensitive to cognitive and environmental variables indexing current and cumulative L2 use. Finally, despite stronger performance in Arabic than in English, results revealed interdependence between the two languages, indicating that participants with stronger syntactic abilities in their HL tended to have stronger syntactic abilities in their emerging L2.
- Published
- 2022
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122. Sustained Ability of a Natural Microbial Community to Remove Nitrate from Groundwater.
- Author
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Paradis, Charles J, Miller, John I, Moon, Ji-Won, Spencer, Sarah J, Lui, Lauren M, Van Nostrand, Joy D, Ning, Daliang, Steen, Andrew D, McKay, Larry D, Arkin, Adam P, Zhou, Jizhong, Alm, Eric J, and Hazen, Terry C
- Subjects
Environmental Engineering ,Physical Geography and Environmental Geoscience ,Other Agricultural and Veterinary Sciences - Abstract
Microbial-mediated nitrate removal from groundwater is widely recognized as the predominant mechanism for nitrate attenuation in contaminated aquifers and is largely dependent on the presence of a carbon-bearing electron donor. The repeated exposure of a natural microbial community to an electron donor can result in the sustained ability of the community to remove nitrate; this phenomenon has been clearly demonstrated at the laboratory scale. However, in situ demonstrations of this ability are lacking. For this study, ethanol (electron donor) was repeatedly injected into a groundwater well (treatment) for six consecutive weeks to establish the sustained ability of a microbial community to remove nitrate. A second well (control) located upgradient was not injected with ethanol during this time. The treatment well demonstrated strong evidence of sustained ability as evident by ethanol, nitrate, and subsequent sulfate removal up to 21, 64, and 68%, respectively, as compared to the conservative tracer (bromide) upon consecutive exposures. Both wells were then monitored for six additional weeks under natural (no injection) conditions. During the final week, ethanol was injected into both treatment and control wells. The treatment well demonstrated sustained ability as evident by ethanol and nitrate removal up to 20 and 21%, respectively, as compared to bromide, whereas the control did not show strong evidence of nitrate removal (5% removal). Surprisingly, the treatment well did not indicate a sustained and selective enrichment of a microbial community. These results suggested that the predominant mechanism(s) of sustained ability likely exist at the enzymatic- and/or genetic-levels. The results of this study demonstrated the in situ ability of a microbial community to remove nitrate can be sustained in the prolonged absence of an electron donor.
- Published
- 2021
123. Emotion Regulation Difficulties and Relationship Satisfaction in Adolescent Couples: The Role of Conflict Resolution Strategies
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Todorov, Emily-Helen, Paradis, Alison, and Ha, Thao
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- 2023
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124. Contemporary incidence and predictors of left ventricular thrombus in patients with anterior acute myocardial infarction
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Boivin-Proulx, Laurie-Anne, Ieroncig, Fabrice, Demers, Simon-Pierre, Nozza, Anna, Soltani, Marwa, Ghersi, Ismahane, Verreault-Julien, Louis, Alansari, Yahya, Massie, Charles, Simard, Philippe, Rosca, Lorena, Lalancette, Jean-Simon, Massicotte, Gabriel, Chen-Tournoux, Annabel, Daneault, Benoit, Paradis, Jean-Michel, Diodati, Jean G., Pranno, Nicolas, Jolicoeur, Marc, Potter, Brian J., and Marquis-Gravel, Guillaume
- Published
- 2023
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125. Zinc on the edge—isotopic and geophysical evidence that cratonic edges control world-class shale-hosted zinc-lead deposits
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Huston, David L., Champion, David C., Czarnota, Karol, Duan, Jingming, Hutchens, Matthew, Paradis, Suzanne, Hoggard, Mark, Ware, Bryant, Gibson, George M., Doublier, Michael P., Kelley, Karen, McCafferty, Anne, Hayward, Nathan, Richards, Fred, Tessalina, Svetlana, and Carr, Graham
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- 2023
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126. The 5-year longitudinal diagnostic profile and health services utilization of patients treated with electroconvulsive therapy in Quebec: a population-based study
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Lafrenière, Simon, Gholi-Zadeh-Kharrat, Fatemeh, Sirois, Caroline, Massamba, Victoria, Rochette, Louis, Brousseau-Paradis, Camille, Patry, Simon, Gagné, Christian, Lemasson, Morgane, Gariépy, Geneviève, Mérette, Chantal, Rahme, Elham, and Lesage, Alain
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- 2023
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127. Examining Real-World Adherence to Nusinersen for the Treatment of Spinal Muscular Atrophy Using Two Large US Data Sources
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Youn, Bora, Proud, Crystal M., Wang, Nasha, Hou, Qiang, Viscidi, Emma, Eaton, Susan, Paradis, Angela D., Neville, Bridget A., and Johnson, Nicole B.
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- 2023
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128. Probing the Activation Mechanisms of Agonist DPI-287 to Delta-Opioid Receptor and Novel Agonists Using Ensemble-Based Virtual Screening with Molecular Dynamics Simulations
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Emily Dean, AnneMarie Dominique, Americus Palillero, Annie Tran, Nicholas Paradis, and Chun Wu
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Chemistry ,QD1-999 - Published
- 2023
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129. Practical diagnosis of cirrhosis in non-alcoholic fatty liver disease using currently available non-invasive fibrosis tests
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Jérôme Boursier, Marine Roux, Charlotte Costentin, Julien Chaigneau, Céline Fournier-Poizat, Aldo Trylesinski, Clémence M. Canivet, Sophie Michalak, Brigitte Le Bail, Valérie Paradis, Pierre Bedossa, Nathalie Sturm, Victor de Ledinghen, AFEF group for the study of liver fibrosis, M118 study group, and Philip N. Newsome
- Subjects
Science - Abstract
Abstract Unlike for advanced liver fibrosis, the practical rules for the early non-invasive diagnosis of cirrhosis in NAFLD remain not well defined. Here, we report the derivation and validation of a stepwise diagnostic algorithm in 1568 patients with NAFLD and liver biopsy coming from four independent cohorts. The study algorithm, using first the elastography-based tests Agile3+ and Agile4 and then the specialized blood tests FibroMeterV3G and CirrhoMeterV3G, provides stratification in four groups, the last of which is enriched in cirrhosis (71% prevalence in the validation set). A risk prediction chart is also derived to allow estimation of the individual probability of cirrhosis. The predicted risk shows excellent calibration in the validation set, and mean difference with perfect prediction is only −2.9%. These tools improve the personalized non-invasive diagnosis of cirrhosis in NAFLD.
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- 2023
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130. Efficacy of integrating a semi-immersive virtual device in the HABIT-ILE intervention for children with unilateral cerebral palsy: a non-inferiority randomized controlled trial
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G. Saussez, R. Bailly, R. Araneda, J. Paradis, D. Ebner-Karestinos, A. Klöcker, E. S. Sogbossi, I. Riquelme, S. Brochard, and Y. Bleyenheuft
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Cerebral palsy ,Virtual reality ,Motor skill learning ,Motor function ,HABIT-ILE ,Rehabilitation ,Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 - Abstract
Abstract Background The implementation of virtual devices can facilitate the role of therapists (e.g., patient motivation, intensity of practice) to improve the effectiveness of treatment for children with cerebral palsy. Among existing therapeutic devices, none has been specifically designed to promote the application of principles underlying evidence-based motor skill learning interventions. Consequently, evidence is lacking regarding the effectiveness of virtual-based sessions in motor function rehabilitation with respect to promoting the transfer of motor improvements into daily life activities. We tested the effectiveness of implementing a recently developed virtual device (REAtouch®), specifically designed to enable the application of therapeutic motor skill learning principles, during a Hand Arm Bimanual Intensive Therapy Including Lower Extremities (HABIT-ILE) intervention. Methods Forty children with unilateral cerebral palsy (5–18 years; MACS I-III; GMFCS I-II) were randomly assigned to a control group or a “REAtouch®” experimental group for a 90-h HABIT-ILE day-camp intervention (two weeks). Children in the REAtouch® group spent nearly half of their one-on-one therapeutic time using the REAtouch®. Participants underwent three testing sessions: the week before (T1), after intervention (T2), and at three months follow-up (T3). The primary outcome was the Assisting Hand Assessment (T3–T1; blinded). Secondary outcomes measured uni-bimanual hand function, stereognosis, gait endurance, daily life abilities, and functional goals. Accelerometers and a manual report of daily activities served to document therapeutic dosage and treatment characteristics. We used one-way RMANOVA to compare the efficacies of the two interventions, and non-inferiority analyses to contrast changes in the “REAtouch®” group versus the “HABIT-ILE” control group. Results We found significant improvements in both groups for most of the outcome measures (p
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- 2023
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131. Incidence rate and predictors of COVID-19 in the two largest cities of Burkina Faso - prospective cohort study in 2021 (ANRS-COV13)
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Nongodo Firmin Kaboré, Samiratou Ouédraogo, Ariane Kamga Mamguem, Isidore Tiandiogo Traoré, Dramane Kania, Hermann Badolo, Guillaume Sanou, Amariane Koné, Mimbouré Yara, Thérèse Kagoné, Esperance Ouédraogo, Blahima Konaté, Rachel Médah, Nathalie de Rekeneire, Armel Poda, Arnaud Eric Diendéré, Boukary Ouédraogo, Oumar Billa, Gilles Paradis, Tienhan Sandrine Dabakuyo-Yonli, and Halidou Tinto
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SARS-CoV-2 ,Sero-epidemiology ,COVID-19 incidence ,Africa ,Burkina Faso ,Infectious and parasitic diseases ,RC109-216 - Abstract
Abstract Background Early data on COVID-19 (based primarily on PCR testing) indicated a low burden in Sub-Saharan Africa. To better understand this, this study aimed to estimate the incidence rate and identify predictors of SARS-CoV-2 seroconversion in the two largest cities of Burkina Faso. This study is part of the EmulCOVID-19 project (ANRS-COV13). Methods Our study utilized the WHO Unity protocol for cohort sero-epidemiological studies of COVID-19 in general population. We conducted random sampling stratified by age group and sex. Individuals aged 10 years and older in the cities of Ouagadougou and Bobo-Dioulasso, Burkina Faso were included and surveyed at 4 time points, each 21 days apart, from March 3 to May 15, 2021. WANTAI SARS-CoV-2 Ab ELISA serological tests were used to detect total antibodies (IgM, IgG) in serum. Predictors were investigated using Cox proportional hazards regression. Results We analyzed the data from 1399 participants (1051 in Ouagadougou, 348 in Bobo-Dioulasso) who were SARS-CoV-2 seronegative at baseline and had at least one follow-up visit. The incidence rate of SARS-CoV-2 seroconversion was 14.3 cases [95%CI 13.3–15.4] per 100 person-weeks. The incidence rate was almost three times higher in Ouagadougou than in Bobo-Dioulasso (Incidence rate ratio: IRR = 2.7 [2.2–3.2], p
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- 2023
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132. Pacpaint: a histology-based deep learning model uncovers the extensive intratumor molecular heterogeneity of pancreatic adenocarcinoma
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Charlie Saillard, Flore Delecourt, Benoit Schmauch, Olivier Moindrot, Magali Svrcek, Armelle Bardier-Dupas, Jean Francois Emile, Mira Ayadi, Vinciane Rebours, Louis de Mestier, Pascal Hammel, Cindy Neuzillet, Jean Baptiste Bachet, Juan Iovanna, Nelson Dusetti, Yuna Blum, Magali Richard, Yasmina Kermezli, Valerie Paradis, Mikhail Zaslavskiy, Pierre Courtiol, Aurelie Kamoun, Remy Nicolle, and Jerome Cros
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Science - Abstract
Abstract Two tumor (Classical/Basal) and stroma (Inactive/active) subtypes of Pancreatic adenocarcinoma (PDAC) with prognostic and theragnostic implications have been described. These molecular subtypes were defined by RNAseq, a costly technique sensitive to sample quality and cellularity, not used in routine practice. To allow rapid PDAC molecular subtyping and study PDAC heterogeneity, we develop PACpAInt, a multi-step deep learning model. PACpAInt is trained on a multicentric cohort (n = 202) and validated on 4 independent cohorts including biopsies (surgical cohorts n = 148; 97; 126 / biopsy cohort n = 25), all with transcriptomic data (n = 598) to predict tumor tissue, tumor cells from stroma, and their transcriptomic molecular subtypes, either at the whole slide or tile level (112 µm squares). PACpAInt correctly predicts tumor subtypes at the whole slide level on surgical and biopsies specimens and independently predicts survival. PACpAInt highlights the presence of a minor aggressive Basal contingent that negatively impacts survival in 39% of RNA-defined classical cases. Tile-level analysis ( > 6 millions) redefines PDAC microheterogeneity showing codependencies in the distribution of tumor and stroma subtypes, and demonstrates that, in addition to the Classical and Basal tumors, there are Hybrid tumors that combine the latter subtypes, and Intermediate tumors that may represent a transition state during PDAC evolution.
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- 2023
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133. A drink equals how many cigarettes? Equating mortality risks from alcohol and tobacco use in Canada
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Harpreet Jaswal, Ivneet Sohi, Jürgen Rehm, Samuel Churchill, Adam Sherk, Tim Stockwell, Christine Levesque, Nitika Sanger, Hanie Edalati, Peter R. Butt, Catherine Paradis, and Kevin D. Shield
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alcohol use ,tobacco use ,Canada ,mortality metrics ,guidance on alcohol and health ,Public aspects of medicine ,RA1-1270 - Abstract
ObjectiveTo quantify and communicate risk equivalencies for alcohol-and tobacco-attributable mortality by comparing per standard drinks consumed to per number of cigarettes smoked in Canada.MethodsAlcohol-and tobacco-attributable premature deaths (≤75 years of age) and years of life lost (YLL) were estimated using a lifetime risk modeling approach. Alcohol-attributable death statistics were obtained from the 2023 Canadian Guidance on Alcohol and Health data source. Tobacco-attributable death statistics were derived from the Mortality Population Risk Tool (MPoRT) model.ResultsThe risk of alcohol use on premature death and YLL increased non-linearly with the number of drinks consumed, while the risk for tobacco use on these two measures increased linearly with the number of cigarettes smoked. Males who consumed 5 drinks/day—a standard drink contains 13.45 grams of alcohol in Canada—had an equivalent risk as smoking 4.9 cigarettes/day (when modeling for premature death) and 5.1 cigarettes/day (when modeling for YLL). Females who consumed 5 drinks/day experienced an equivalent risk as smoking 4.2 cigarettes/day for premature deaths and YLL. At all levels of alcohol consumption females and males who consumed
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- 2024
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134. Spatial characterisation of β-catenin-mutated hepatocellular adenoma subtypes by proteomic profiling of the tumour rim
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Sylvaine Di Tommaso, Cyril Dourthe, Jean-William Dupuy, Nathalie Dugot-Senant, David Cappellen, Hélène Cazier, Valérie Paradis, Jean-Frédéric Blanc, Brigitte Le Bail, Charles Balabaud, Paulette Bioulac-Sage, Frédéric Saltel, and Anne-Aurélie Raymond
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Hepatocellular adenoma ,Tumour heterogeneity ,Tumour rim ,β-Catenin mutation ,Glutamine synthetase ,Proteomic profiling ,Diseases of the digestive system. Gastroenterology ,RC799-869 - Abstract
Background & Aims: Hepatocellular adenomas (HCAs) are rare, benign, liver tumours classified at the clinicopathological, genetic, and proteomic levels. The β-catenin-activated (b-HCA) subtypes harbour several mutation types in the β-catenin gene (CTNNB1) associated with different risks of malignant transformation or bleeding. Glutamine synthetase is a surrogate marker of β-catenin pathway activation associated with the risk of malignant transformation. Recently, we revealed an overexpression of glutamine synthetase in the rims of exon 3 S45-mutated b-HCA and exon 7/8-mutated b-HCA compared with the rest of the tumour. A difference in vascularisation was found in this rim shown by diffuse CD34 staining only at the tumour centre. Here, we aimed to characterise this tumour heterogeneity to better understand its physiopathological involvement. Methods: Using mass spectrometry imaging, genetic, and proteomic analyses combined with laser capture microdissection, we compared the tumour centre with the tumour rim and with adjacent non-tumoural tissue. Results: The tumour rim harboured the same mutation as the tumour centre, meaning both parts belong to the same tumour. Mass spectrometry imaging showed different spectral profiles between the rim and the tumour centre. Proteomic profiling revealed the significant differential expression of 40 proteins at the rim compared with the tumour centre. The majority of these proteins were associated with metabolism, with an expression profile comparable with a normal perivenous hepatocyte expression profile. Conclusions: The difference in phenotype between the tumour centres and tumour rims of exon 3 S45-mutated b-HCA and exon 7/8-mutated b-HCA does not depend on CTNNB1 mutational status. In a context of sinusoidal arterial pathology, tumour heterogeneity at the rim harbours perivenous characteristics and could be caused by a functional peripheral venous drainage. Impact and implications: Tumour heterogeneity was revealed in β-catenin-mutated hepatocellular adenomas (b-HCAs) via the differential expression of glutamine synthase at tumour rims. The combination of several spatial approaches (mass spectrometry imaging, genetic, and proteomic analyses) after laser capture microdissection allowed identification of a potential role for peripheral venous drainage underlying this difference. Through this study, we were able to illustrate that beyond a mutational context, many factors can downstream regulate gene expression and contribute to different clinicopathological phenotypes. We believe that the combinations of spatial analyses that we used could be inspiring for all researchers wanting to access heterogeneity information of liver tumours.
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- 2024
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135. Rem2 interacts with CaMKII at synapses and restricts long-term potentiation in hippocampus.
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Rabia Anjum, Vernon R J Clarke, Yutaro Nagasawa, Hideji Murakoshi, and Suzanne Paradis
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Medicine ,Science - Abstract
Synaptic plasticity, the process whereby neuronal connections are either strengthened or weakened in response to stereotyped forms of stimulation, is widely believed to represent the molecular mechanism that underlies learning and memory. The holoenzyme calcium/calmodulin-dependent protein kinase II (CaMKII) plays a well-established and critical role in the induction of a variety of forms of synaptic plasticity such as long-term potentiation (LTP), long-term depression (LTD) and depotentiation. Previously, we identified the GTPase Rem2 as a potent, endogenous inhibitor of CaMKII. Here, we report that knock out of Rem2 enhances LTP at the Schaffer collateral to CA1 synapse in hippocampus, consistent with an inhibitory action of Rem2 on CaMKII in vivo. Further, re-expression of WT Rem2 rescues the enhanced LTP observed in slices obtained from Rem2 conditional knock out (cKO) mice, while expression of a mutant Rem2 construct that is unable to inhibit CaMKII in vitro fails to rescue increased LTP. In addition, we demonstrate that CaMKII and Rem2 interact in dendritic spines using a 2pFLIM-FRET approach. Taken together, our data lead us to propose that Rem2 serves as a brake on synaptic potentiation via inhibition of CaMKII activity. Further, the enhanced LTP phenotype we observe in Rem2 cKO slices reveals a previously unknown role for Rem2 in the negative regulation of CaMKII function.
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- 2024
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136. Explainable artificial intelligence models for predicting risk of suicide using health administrative data in Quebec.
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Fatemeh Gholi Zadeh Kharrat, Christian Gagne, Alain Lesage, Geneviève Gariépy, Jean-François Pelletier, Camille Brousseau-Paradis, Louis Rochette, Eric Pelletier, Pascale Lévesque, Mada Mohammed, and JianLi Wang
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Medicine ,Science - Abstract
Suicide is a complex, multidimensional event, and a significant challenge for prevention globally. Artificial intelligence (AI) and machine learning (ML) have emerged to harness large-scale datasets to enhance risk detection. In order to trust and act upon the predictions made with ML, more intuitive user interfaces must be validated. Thus, Interpretable AI is one of the crucial directions which could allow policy and decision makers to make reasonable and data-driven decisions that can ultimately lead to better mental health services planning and suicide prevention. This research aimed to develop sex-specific ML models for predicting the population risk of suicide and to interpret the models. Data were from the Quebec Integrated Chronic Disease Surveillance System (QICDSS), covering up to 98% of the population in the province of Quebec and containing data for over 20,000 suicides between 2002 and 2019. We employed a case-control study design. Individuals were considered cases if they were aged 15+ and had died from suicide between January 1st, 2002, and December 31st, 2019 (n = 18339). Controls were a random sample of 1% of the Quebec population aged 15+ of each year, who were alive on December 31st of each year, from 2002 to 2019 (n = 1,307,370). We included 103 features, including individual, programmatic, systemic, and community factors, measured up to five years prior to the suicide events. We trained and then validated the sex-specific predictive risk model using supervised ML algorithms, including Logistic Regression (LR), Random Forest (RF), Extreme Gradient Boosting (XGBoost) and Multilayer perceptron (MLP). We computed operating characteristics, including sensitivity, specificity, and Positive Predictive Value (PPV). We then generated receiver operating characteristic (ROC) curves to predict suicides and calibration measures. For interpretability, Shapley Additive Explanations (SHAP) was used with the global explanation to determine how much the input features contribute to the models' output and the largest absolute coefficients. The best sensitivity was 0.38 with logistic regression for males and 0.47 with MLP for females; the XGBoost Classifier with 0.25 for males and 0.19 for females had the best precision (PPV). This study demonstrated the useful potential of explainable AI models as tools for decision-making and population-level suicide prevention actions. The ML models included individual, programmatic, systemic, and community levels variables available routinely to decision makers and planners in a public managed care system. Caution shall be exercised in the interpretation of variables associated in a predictive model since they are not causal, and other designs are required to establish the value of individual treatments. The next steps are to produce an intuitive user interface for decision makers, planners and other stakeholders like clinicians or representatives of families and people with live experience of suicidal behaviors or death by suicide. For example, how variations in the quality of local area primary care programs for depression or substance use disorders or increased in regional mental health and addiction budgets would lower suicide rates.
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- 2024
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137. P480: Parent and healthcare personnel perspectives on challenges to family-centered care for children with inherited metabolic diseases: A qualitative analysis
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Andrea Chow, Guylaine D'Amours, Isabel Jordan, Nicole Pallone, Maureen Smith, Pranesh Chakraborty, Zobaida Al-Baldawi, Julie Paradis, Jamie Brehaut, Alicia Chan, Eyal Cohen, Sarah Dyack, Jane Gillis, Sharan Goobie, Ian Graham, Cheryl Rockman-Greenberg, Jeremy Grimshaw, Robin Hayeems, Michal Inbar-Feigenberg, Shailly Jain-Ghai, Sara Khangura, Jennifer MacKenzie, Nathalie Major, John Mitchell, Stuart Nicholls, Amy Pender, Murray Potter, Chitra Prasad, Natalya Karp, Andreas Schulze, Komudi Siriwardena, Kathy Speechley, Sylvia Stockler, Yannis Trakadis, Clara van Karnebeek, Jagdeep Walia, Kumanan Wilson, Brenda Wilson, Andrea Yu, and Beth Potter
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Genetics ,QH426-470 ,Medicine - Published
- 2024
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138. Surgical safety checklist compliance process as a moral hazard: An institutional ethnography.
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Marcia Facey, Nancy Baxter, Melanie Hammond Mobilio, Elizabeth Peter, Carol-Anne Moulton, and Elise Paradis
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Medicine ,Science - Abstract
BackgroundCharting is an essential component of professional nursing practice and is arguably a key element of patient safety in surgery: without proper, objective, and timely documentation, both benign and tragical errors can occur. From surgery on wrong patients to wrong limbs, to the omission of antibiotics administration, many harms can happen in the operating room. Documentation has thus served as a safeguard for patient safety, professional responsibility, and professional accountability. In this context, we were puzzled by the practices we observed with respect to charting compliance with the surgical safety checklist (SSC) during a study of surgical teams in a large, urban teaching hospital in Canada (pseudonym 'C&C').MethodsThis article leverages institutional ethnography and a subset of data from a larger study to describe and explain the social organisation of the system that monitored surgical safety compliance at C&C from the standpoint of operating room nurses. This data included fieldnotes from observations of 51 surgical cases, on-the-spot interviews with nurses, formal interviews with individuals who were involved in the design and implementation of the SSC, and open-ended questions from two rounds of survey of OR teams.FindingsWe found that the compliance form and not the SSC itself formed the basis for reporting. To meet hospital accuracy in charting goals and legislated compliance documentation reporting requirements nurses 'pre-charted' compliance with the surgical checklist. The adoption of this workaround technically violated nursing charting principles and put them in ethically untenable positions.ConclusionsDocumenting compliance of the SSC constituted a moral hazard, constrained nurses' autonomy and moral agency, and obscured poor checklist adherence. The findings highlight how local and extra local texts, technologies and relations create ethical issues, raise questions about the effectiveness of resulting data for decision-making and contribute to ongoing conversations about nursing workarounds.
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- 2024
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139. Clonal and plasmidic dissemination of critical antimicrobial resistance genes through clinically relevant ExPEC and APEC-like lineages (ST) in the dairy cattle population of Québec, Canada
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Maud de Lagarde, John Morris Fairbrother, Marie Archambault, Simon Dufour, David Francoz, Jonathan Massé, Hélène Lardé, Cécile Aenishaenslin, Marie-Eve Paradis, Yves Terrat, and Jean-Philippe Roy
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Escherichia coli ,gene spread ,manure pit ,legislation ,calf ,Microbiology ,QR1-502 - Abstract
Antimicrobial resistance can be effectively limited by improving the judicious use of antimicrobials in food production. However, its effect on the spread of AMR genes in animal populations is not well described. In the province of Québec, Canada, a new legislation implemented in 2019 has led to an unprecedented reduction in the use of critical antimicrobials in dairy production. We aimed to investigate the potential link between ESBL/AmpC E. coli isolated before and after legislation and to determine the presence of plasmids carrying genes responsible for critical AMR. We collected fecal samples from calves, cows, and manure pit from 87 Québec dairy farms approximately 2 years before and 2 years after the legislation came into effect. The whole genomes of 183 presumptive ESBL/AmpC E. coli isolated after cefotaxime enrichment were sequenced. Their phylogenetic characteristics (MLST, serogroup, cgMLST) and the presence of virulence and resistance genes and replicons were examined. A maximum likelihood phylogenetic tree was constructed based on single nucleotide polymorphism (SNPs). We identified 10 clonal lineages (same cgMLST) and 7 clones (SNPs ≤ 52). Isolates belonging to these clones could be found on different farms before and after the legislation, strongly suggesting a clonal spread of AMR genes in the population during this 4-year period. All isolates were multidrug resistant (MDR), with clone 2 being notable for the presence of macrolide, fluoroquinolone, and third-generation cephalosporin resistance genes. We also identified clinically relevant ExPEC (ST10) and APEC-like lineages (ST117, ST58, ST88) associated with the presence of ExPEC and APEC virulence genes, respectively. Our data also suggests the presence of one epidemic plasmid belonging to the IncY incompatibility group and carrying qnrs1 and blaCTX–M–15. We demonstrated that AMR genes spread through farms and can persist over a 4-year period in the dairy cattle population through both plasmids and E. coli clones, despite the restriction of critical antimicrobial use. MDR ExPEC and APEC-like STs are present in the normal microbiota of cattle (more frequently in calves). These data increase our knowledge on gene dissemination dynamics and highlight the fact that biosecurity measures should be enhanced in this industry to limit such dissemination.
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- 2024
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140. Intermittent Visual Servoing: Efficiently Learning Policies Robust to Instrument Changes for High-precision Surgical Manipulation
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Paradis, Samuel, Hwang, Minho, Thananjeyan, Brijen, Ichnowski, Jeffrey, Seita, Daniel, Fer, Danyal, Low, Thomas, Gonzalez, Joseph E., and Goldberg, Ken
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Computer Science - Robotics - Abstract
Automation of surgical tasks using cable-driven robots is challenging due to backlash, hysteresis, and cable tension, and these issues are exacerbated as surgical instruments must often be changed during an operation. In this work, we propose a framework for automation of high-precision surgical tasks by learning sample efficient, accurate, closed-loop policies that operate directly on visual feedback instead of robot encoder estimates. This framework, which we call intermittent visual servoing (IVS), intermittently switches to a learned visual servo policy for high-precision segments of repetitive surgical tasks while relying on a coarse open-loop policy for the segments where precision is not necessary. To compensate for cable-related effects, we apply imitation learning to rapidly train a policy that maps images of the workspace and instrument from a top-down RGB camera to small corrective motions. We train the policy using only 180 human demonstrations that are roughly 2 seconds each. Results on a da Vinci Research Kit suggest that combining the coarse policy with half a second of corrections from the learned policy during each high-precision segment improves the success rate on the Fundamentals of Laparoscopic Surgery peg transfer task from 72.9% to 99.2%, 31.3% to 99.2%, and 47.2% to 100.0% for 3 instruments with differing cable-related effects. In the contexts we studied, IVS attains the highest published success rates for automated surgical peg transfer and is significantly more reliable than previous techniques when instruments are changed. Supplementary material is available at https://tinyurl.com/ivs-icra., Comment: 6 pages, 5 figures, 4 tables, submitted to ICRA 2021, supplementary material at https://tinyurl.com/ivs-icra
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- 2020
141. 6-DoF Grasp Planning using Fast 3D Reconstruction and Grasp Quality CNN
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Avigal, Yahav, Paradis, Samuel, and Zhang, Harry
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Computer Science - Computer Vision and Pattern Recognition ,Computer Science - Robotics - Abstract
Recent consumer demand for home robots has accelerated performance of robotic grasping. However, a key component of the perception pipeline, the depth camera, is still expensive and inaccessible to most consumers. In addition, grasp planning has significantly improved recently, by leveraging large datasets and cloud robotics, and by limiting the state and action space to top-down grasps with 4 degrees of freedom (DoF). By leveraging multi-view geometry of the object using inexpensive equipment such as off-the-shelf RGB cameras and state-of-the-art algorithms such as Learn Stereo Machine (LSM\cite{kar2017learning}), the robot is able to generate more robust grasps from different angles with 6-DoF. In this paper, we present a modification of LSM to graspable objects, evaluate the grasps, and develop a 6-DoF grasp planner based on Grasp-Quality CNN (GQ-CNN\cite{mahler2017dex}) that exploits multiple camera views to plan a robust grasp, even in the absence of a possible top-down grasp.
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- 2020
142. A magneto-optical trap with millimeter ball lenses
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Nichols, Cainan S., Nofs, Leo M., Viray, Michael A., Ma, Lu, Paradis, Eric, and Raithel, Georg
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Physics - Atomic Physics ,Physics - Optics - Abstract
We present a magneto-optical trap (MOT) design based on millimeter ball lenses, contained within a metal cube of 0.75$^{\prime \prime}$ side length. We present evidence of trapping approximately $4.2\times 10^5$ of $^{85}$Rb atoms with a number density of $3.2\times 10^9$ atoms/cm$^{3}$ and a loading time of 1.3 s. Measurement and a kinetic laser-cooling model are used to characterize the atom trap design. The design provides several advantages over other types of MOTs: the laser power requirement is low, the small lens and cube sizes allow for miniaturization of MOT applications, and the lack of large-diameter optical beam pathways prevents external blackbody radiation from entering the trapping region., Comment: 8 pages, 4 figures
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- 2020
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143. Efficiently Calibrating Cable-Driven Surgical Robots with RGBD Fiducial Sensing and Recurrent Neural Networks
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Hwang, Minho, Thananjeyan, Brijen, Paradis, Samuel, Seita, Daniel, Ichnowski, Jeffrey, Fer, Danyal, Low, Thomas, and Goldberg, Ken
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Computer Science - Robotics ,Computer Science - Computer Vision and Pattern Recognition - Abstract
Automation of surgical subtasks using cable-driven robotic surgical assistants (RSAs) such as Intuitive Surgical's da Vinci Research Kit (dVRK) is challenging due to imprecision in control from cable-related effects such as cable stretching and hysteresis. We propose a novel approach to efficiently calibrate such robots by placing a 3D printed fiducial coordinate frames on the arm and end-effector that is tracked using RGBD sensing. To measure the coupling and history-dependent effects between joints, we analyze data from sampled trajectories and consider 13 approaches to modeling. These models include linear regression and LSTM recurrent neural networks, each with varying temporal window length to provide compensatory feedback. With the proposed method, data collection of 1800 samples takes 31 minutes and model training takes under 1 minute. Results on a test set of reference trajectories suggest that the trained model can reduce the mean tracking error of the physical robot from 2.96 mm to 0.65 mm. Results on the execution of open-loop trajectories of the FLS peg transfer surgeon training task suggest that the best model increases success rate from 39.4 % to 96.7 %, producing performance comparable to that of an expert surgical resident. Supplementary materials, including code and 3D-printable models, are available at https://sites.google.com/berkeley.edu/surgical-calibration, Comment: 8 pages, 11 figures, 3 tables
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- 2020
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144. Some isomorphism results for graded twistings of function algebras on finite groups
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Bichon, Julien and Paradis, Maeva
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Mathematics - Quantum Algebra - Abstract
We provide isomorphism results for Hopf algebras that are obtained as graded twistings of function algebras on finite groups by cocentral actions of cyclic groups. More generally , we also consider the isomorphism problem for finite-dimensional Hopf algebras fitting into abelian cocentral extensions. We apply our classification results to a number of concrete examples involving special linear groups over finite fields, alternating groups and dihedral groups.
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- 2020
145. Applying Depth-Sensing to Automated Surgical Manipulation with a da Vinci Robot
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Hwang, Minho, Seita, Daniel, Thananjeyan, Brijen, Ichnowski, Jeffrey, Paradis, Samuel, Fer, Danyal, Low, Thomas, and Goldberg, Ken
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Computer Science - Robotics - Abstract
Recent advances in depth-sensing have significantly increased accuracy, resolution, and frame rate, as shown in the 1920x1200 resolution and 13 frames per second Zivid RGBD camera. In this study, we explore the potential of depth sensing for efficient and reliable automation of surgical subtasks. We consider a monochrome (all red) version of the peg transfer task from the Fundamentals of Laparoscopic Surgery training suite implemented with the da Vinci Research Kit (dVRK). We use calibration techniques that allow the imprecise, cable-driven da Vinci to reduce error from 4-5 mm to 1-2 mm in the task space. We report experimental results for a handover-free version of the peg transfer task, performing 20 and 5 physical episodes with single- and bilateral-arm setups, respectively. Results over 236 and 49 total block transfer attempts for the single- and bilateral-arm peg transfer cases suggest that reliability can be attained with 86.9 % and 78.0 % for each individual block, with respective block transfer speeds of 10.02 and 5.72 seconds. Supplementary material is available at https://sites.google.com/view/peg-transfer., Comment: Camera-ready version for the International Symposium on Medical Robotics (ISMR) 2020
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- 2020
146. Management of erythropoietic protoporphyria with cholestatic liver disease: A case report
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Antoine Poli, Camilla Frieri, Thibaud Lefebvre, Juliette Delforge, Arienne Mirmiran, Neila Talbi, Boualem Moulouel, Marion Six, Valérie Paradis, Nathalie Parquet, Hervé Puy, Caroline Schmitt, Elisabeth Aslangul, Flore Sicre de Fontbrune, and Laurent Gouya
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Protoporphyria ,Erythropoietic ,Protoporphyrin IX ,Cholestasis ,Intrahepatic ,Hematopoietic stem cell transplantation ,Medicine (General) ,R5-920 ,Biology (General) ,QH301-705.5 - Abstract
Erythropoietic protoporphyria (EPP) is a rare metabolic disease of the heme biosynthetic pathway where an enzymatic dysfunction results in protoporphyrin IX (PPIX) accumulation in erythroid cells. The porphyrins are photo-reactive and are responsible for severe photosensitivity in patients, thus drastically decreasing their quality of life. The liver eliminates PPIX and as such, the main and rare complication of EPP is progressive cholestatic liver disease, which can lead to liver failure. The management of this complication is challenging, as it often requires a combination of approaches to promote PPIX elimination and suppress the patient's erythropoiesis. Here we described a 3-year follow-up of an EPP patient, with three episodes of liver involvement, aggravated by the coexistence of a factor VII deficiency. It covers all the different types of intervention available for the management of liver disease, right through to successful allogeneic hematopoietic stem cell transplantation.
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- 2023
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147. Synthetic Lethal Screens Reveal Cotargeting FAK and MEK as a Multimodal Precision Therapy for GNAQ-Driven Uveal Melanoma
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Paradis, Justine S, Acosta, Monica, Saddawi-Konefka, Robert, Kishore, Ayush, Lubrano, Simone, Gomes, Frederico, Arang, Nadia, Tiago, Manoela, Coma, Silvia, Wu, Xingyu, Ford, Kyle, Day, Chi-Ping, Merlino, Glenn, Mali, Prashant, Pachter, Jonathan A, Sato, Takami, Aplin, Andrew E, and Gutkind, J Silvio
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Biotechnology ,Rare Diseases ,Orphan Drug ,Eye Disease and Disorders of Vision ,Cancer ,Development of treatments and therapeutic interventions ,Aetiology ,2.1 Biological and endogenous factors ,5.1 Pharmaceuticals ,Good Health and Well Being ,Animals ,Combined Modality Therapy ,Female ,Focal Adhesion Kinase 1 ,GTP-Binding Protein alpha Subunits ,Gq-G11 ,Gain of Function Mutation ,Genetic Testing ,HEK293 Cells ,Humans ,MAP Kinase Signaling System ,Melanoma ,Mice ,Inbred NOD ,Mice ,SCID ,Molecular Targeted Therapy ,Uveal Neoplasms ,Xenograft Model Antitumor Assays ,Oncology and Carcinogenesis ,Oncology & Carcinogenesis - Abstract
PurposeUveal melanoma is the most common eye cancer in adults. Approximately 50% of patients with uveal melanoma develop metastatic uveal melanoma (mUM) in the liver, even after successful treatment of the primary lesions. mUM is refractory to current chemo- and immune-therapies, and most mUM patients die within a year. Uveal melanoma is characterized by gain-of-function mutations in GNAQ/GNA11, encoding Gαq proteins. We have recently shown that the Gαq-oncogenic signaling circuitry involves a noncanonical pathway distinct from the classical activation of PLCβ and MEK-ERK. GNAQ promotes the activation of YAP1, a key oncogenic driver, through focal adhesion kinase (FAK), thereby identifying FAK as a druggable signaling hub downstream from GNAQ. However, targeted therapies often activate compensatory resistance mechanisms leading to cancer relapse and treatment failure.Experimental designWe performed a kinome-wide CRISPR-Cas9 sgRNA screen to identify synthetic lethal gene interactions that can be exploited therapeutically. Candidate adaptive resistance mechanisms were investigated by cotargeting strategies in uveal melanoma and mUM in vitro and in vivo experimental systems.ResultssgRNAs targeting the PKC and MEK-ERK signaling pathways were significantly depleted after FAK inhibition, with ERK activation representing a predominant resistance mechanism. Pharmacologic inhibition of MEK and FAK showed remarkable synergistic growth-inhibitory effects in uveal melanoma cells and exerted cytotoxic effects, leading to tumor collapse in uveal melanoma xenograft and liver mUM models in vivo.ConclusionsCoupling the unique genetic landscape of uveal melanoma with the power of unbiased genetic screens, our studies reveal that FAK and MEK-ERK cotargeting may provide a new network-based precision therapeutic strategy for mUM treatment.See related commentary by Harbour, p. 2967.
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- 2021
148. Patient and work flow and costs associated with staff time and facility usage at a comprehensive cancer centre in Quebec, Canada – a time and motion study
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Shinder Gayle A, Paradis Pierre, Posman Marianne, Mishagina Natalia, Guay Marie-Pascale, Linardos Dina, and Batist Gerald
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Patient flow ,Work flow ,Time and motion ,Cost analysis ,Metastatic colorectal cancer ,FOLFOX/bevacizumab ,XELOX/bevacizumab ,Public aspects of medicine ,RA1-1270 - Abstract
Abstract Background Mapping patient and work flow and cost analysis studies can help determine the most efficient and cost effective way of providing health services while still maintaining the best standards of care. This study used both time and motion methodology and hospital data to assess the contribution of staff time and facility usage to the overall cost of cancer care during patient visits to a comprehensive cancer centre in Quebec, using metastatic colorectal cancer as a model. Methods A workflow diagram was created mapping direct and indirect steps involved during a patient’s physician or treatment (FOLFOX/bevacizumab or XELOX/bevacizumab) visit. Staff were timed as they performed each task and this data together with compensation amounts were used to calculate personnel costs. Mean work times and 95% confidence intervals (CI) were calculated. Operation and maintenance (O&M) costs for the Centre were calculated using information from hospital databases. All costs were presented in constant Canadian dollars for the 2010–2011 fiscal year period. Results For physician visits, direct and indirect personnel costs were $9.25 (95%CI:$7.00-$11.51) and O&M costs were $60.21, for a total of $69.46 (95%CI:$67.21-$71.72). For treatment visits, personnel and O&M costs were $71.91 (95%CI:$45.53-$98.29) and $62.00 respectively for a total of $133.91 (95%CI:$107.53-$160.29). When calculated for treatment alone, the total cost was $136.06 (95%CI:$109.16-$162.95) for FOLFOX/bevacizumab and $119.94 (95%CI:$96.89-$142.99) for XELOX/bevacizumab. The highest cumulative personnel costs were for the pharmacists and nurses ($38.87 and $34.82 respectively). Regarding patient flow, total time in between steps was 77.6 and 49.5 minutes for a physician or treatment visit respectively. Conclusions This study from a health care provider’s perspective, demonstrated that in the context of increasingly expensive therapies, costs associated with staff time and facility usage do not contribute greatly to the overall cost of treating cancer at this cancer centre. It also illustrated the need for improvements in patient and work flow to reduce wait times in the clinic.
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- 2012
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149. The Practices of Psychologists Working in Schools during COVID-19: A Multi-Country Investigation
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Reupert, Andrea, Schaffer, Gary E., Von Hagen, Alexa, Allen, Kelly-Ann, Berger, Emily, Büttner, Gerhard, Power, Elizabeth M., Morris, Zoe, Paradis, Pascale, Fisk, Amy K., Summers, Dianne, Wurf, Gerald, and May, Fiona
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This exploratory study aimed to identify the ways psychologists working in schools supported students' mental health during school closures related to the COVID-19 pandemic. An online survey was developed to determine (a) how psychologists working in schools across the United States, Canada, Germany, and Australia supported students' mental health during COVID-19, (b) how their services changed during COVID-19, and (c) potential differences between countries concerning difficulties supporting students' mental health during this time. The survey was based on previous research and was subsequently piloted. Using convenience and snowball sampling, 938 participants (U.S. n = 665; Canada n = 48; Germany n = 140; Australia n = 85) completed the online survey. Overall, school psychology services across these four countries pivoted from psychoeducational assessments to virtual counseling, consultation, and the development/posting of online support directly to children or parents to use with their children. There was some variation between countries; during the pandemic, significantly more psychologists in Germany and Australia provided telehealth/telecounseling than those in the United States and Canada, and psychologists in Germany provided significantly more hardcopy material to support children than psychologists in other countries. There is a need to ensure psychologists have the appropriate technological skills to support school communities during periods of school closure, including, but not limited to, virtual counseling and the administration of psychoeducational assessments.
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- 2022
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150. The longitudinal effects of maternal parenting practices on children’s body mass index z-scores are lagged and differential
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Lisa Kakinami, Prince Kevin Danieles, Fatemeh Hosseininasabnajar, Tracie A. Barnett, Mélanie Henderson, Andraea Van Hulst, Lisa A. Serbin, Dale M. Stack, and Gilles Paradis
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Obesity ,Longitudinal ,Bidirectional ,Parenting practices ,Body mass index z-scores ,Pediatrics ,RJ1-570 - Abstract
Abstract Background The longitudinal relation between parenting practices and styles with children’s body mass index z-scores (zBMI) is poorly understood. Previous studies suggest the relationship may be complex, but small samples and short follow-ups diminish the strength of the evidence. The objectives of this study were to investigate whether the relationship is bidirectional, time-varying, and lagged using data from a large, representative birth cohort of Quebec children. Methods Data were from the Québec Longitudinal Study of Child Development (QLSCD), a prospective birth cohort (n = 1,602). The mothers’ interactions with their children (at ages 6, 8, 10, and 12 years) were utilized in factor analysis to identify three latent parenting practices (disciplinarian, lenient, and responsive). The parenting practices were analyzed with K-means clustering to identify the parenting styles. The temporal and bidirectional relationships were assessed in a cross-lagged path analysis using a structural equation modelling framework. Mixed models controlling for age, sex, income, mother’s education, and whether the participant was first-born were estimated. Missing data were handled with full information maximum likelihood. Results From the linear mixed models, greater lenient and responsive parenting practices were associated with higher zBMI (B = 0.03, p
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- 2023
- Full Text
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