933 results on '"G, Leblanc"'
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2. Post-wildfire boreal forest vegetation cover change mapping via information fusion for secondary disaster risk assessments
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Ying Zhang, Julie Lovitt, Maxim Fortin, Haoyu Fang, Sylvain G. Leblanc, and Francis Canisius
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Post-wildfire mapping ,Vegetation cover damage ,High-resolution land cover ,Information fusion ,Subpixel effect ,Flood hazard ,Physical geography ,GB3-5030 ,Environmental sciences ,GE1-350 - Abstract
Post-wildfire vegetation cover damage and loss can escalate the risks of secondary disasters such as flood, landslide, and water contamination, particularly in a major wildfire affected region where human settlements are situated. In assessments of the secondary disaster risks, the post-wildfire vegetation cover change plays a key role in influencing the distribution and intensity of the risks. In this work, a processing framework for mapping post-wildfire vegetation cover changes through information fusion has been generated and tested using Landsat8 and WorldView imagery data. The test site was the boreal forest region surrounding Fort McMurray, Alberta, Canada, affected by a massive wildfire in May 2016. The derived map results indicate that the fusion process in the framework is effective for generation of post-wildfire vegetation cover change information. The use of WorldView data revealed more variation details in distribution of the vegetation cover burn damages than use of Landsat data. Moreover, the uncertainty in vegetation burn severity using Landsat-based Differenced Normalized Burn Ratio (dNBR) index exists in the areas with low dNBR reading values due to the sub-pixel effect. The forest burn severity measured with dNBR index can be underestimated due to the quick herbaceous cover recovery after wildfire. These uncertainties in the post-wildfire vegetation cover mapping should be taken into consideration when the derived information is being used for risk assessments.
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- 2024
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3. PMS2CL interference leading to erroneous identification of a pathogenic PMS2 variant in Black patients
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Jacqueline Cappadocia, Lisa B. Aiello, Michael J. Kelley, Bryson W. Katona, Kara N. Maxwell, Anurag Verma, Ph.D., Shefali S. Verma, Ph.D., Yuki Bradford, M.S., Ashlei Brock, Stephanie DerOhannessian, Scott Dudek, M.S., Joseph Dunn, Theodore Drivas, M.D., Ph.D., Ned Haubein, Khadijah Hu-Sain, Renae Judy, Ashley Kloter, Yi-An Ko, Meghan Livingstone, Linda Morrel, Colleen Morse, M.S., Afiya Poindexter, Marjorie Risman, M.S., Teo Tran, Fred Vadivieso, JoEllen Weaver, Daniel J. Rader, M.D., Marylyn D. Ritchie, Ph.D., Michael D. Feldman, M.D., Ph.D., Christina Beechert, Caitlin Forsythe, M.S., Erin D. Fuller, Zhenhua Gu, M.S., Michael Lattari, Alexander Lopez, M.S., John D. Overton, Ph.D., Maria Sotiropoulos Padilla, M.S., Manasi Pradhan, M.S., Kia Manoochehri, B.S., Thomas D. Schleicher, M.S., Louis Widom, Sarah E. Wolf, M.S., Ricardo H. Ulloa, B.S., Amelia Averitt, Ph.D., Nilanjana Banerjee, Ph.D., Michael Cantor, M.D., Dadong Li, Ph.D., Sameer Malhotra, M.D., Deepika Sharma, MHI, Jeffrey Staples, Ph.D., Xiaodong Bai, Ph.D., Suganthi Balasubramanian, Ph.D., Suying Bao, Ph.D., Boris Boutkov, Ph.D., Siying Chen, Ph.D., Gisu Eom, B.S., Lukas Habegger, Ph.D., Alicia Hawes, B.S., Shareef Khalid, Olga Krasheninina, M.S., Rouel Lanche, B.S., Adam J. Mansfield, B.A., Evan K. Maxwell, Ph.D., George Mitra, B.A., Mona Nafde, M.S., Sean O’Keeffe, Ph.D., Max Orelus, B.B.A., Razvan Panea, Ph.D., Tommy Polanco, B.A., Ayesha Rasool, M.S., Jeffrey G. Reid, Ph.D., William Salerno, Ph.D., Jeffrey C. Staples, Ph.D., Kathie Sun, Ph.D., Goncalo Abecasis, D.Phil., Joshua Backman, Ph.D., Amy Damask, Ph.D., Lee Dobbyn, Ph.D., Manuel Allen Revez Ferreira, Ph.D., Arkopravo Ghosh, M.S., Christopher Gillies, Ph.D., Lauren Gurski, B.S., Eric Jorgenson, Ph.D., Hyun Min Kang, Ph.D., Michael Kessler, Ph.D., Jack Kosmicki, Ph.D., Alexander Li, Ph.D., Nan Lin, Ph.D., Daren Liu, M.S., Adam Locke, Ph.D., Jonathan Marchini, Ph.D., Anthony Marcketta, M.S., Joelle Mbatchou, Ph.D., Arden Moscati, Ph.D., Charles Paulding, Ph.D., Carlo Sidore, Ph.D., Eli Stahl, Ph.D., Kyoko Watanabe, Ph.D., Bin Ye, Ph.D., Blair Zhang, Ph.D., Andrey Ziyatdinov, Ph.D., Ariane Ayer, B.S., Aysegul Guvenek, Ph.D., George Hindy, Ph.D., Giovanni Coppola, M.D., Jan Freudenberg, M.D., Jonas Bovijn, M.D., Katherine Siminovitch, M.D., Kavita Praveen, Ph.D., Luca A. Lotta, M.D., Manav Kapoor, Ph.D., Mary Haas, Ph.D., Moeen Riaz, Ph.D., Niek Verweij, Ph.D., Olukayode Sosina, Ph.D., Parsa Akbari, Ph.D., Priyanka Nakka, Ph.D., Sahar Gelfman, Ph.D., Sujit Gokhale, B.E., Tanima De, Ph.D., Veera Rajagopal, Ph.D., Alan Shuldiner, M.D., Gannie Tzoneva, Ph.D., Juan Rodriguez-Flores, Ph.D., Esteban Chen, M.S., Marcus B. Jones, Ph.D., Michelle G. LeBlanc, Ph.D., Jason Mighty, Ph.D., Lyndon J. Mitnaul, Ph.D., Nirupama Nishtala, Ph.D., Nadia Rana, Ph.D., Jaimee Hernandez, Goncalo Abecasis, PhD, Aris Baras, M.D., Andrew Deubler, Aris Economides, Ph.D., and Luca A. Lotta, M.D., Ph.D.
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PMS2 ,germline genetic testing ,Lynch syndrome ,PMS2CL ,pseudogene interference ,Genetics ,QH426-470 ,Medicine - Abstract
This study investigates the frequency of a clinically reported variant in PMS2, NM_000535.7:c.2523G>A p.(W841∗), from next-generation sequencing studies in 2 racially diverse cohorts. We identified clinical reports of the PMS2 c.2523G>A p.(W841∗) variant in the National Precision Oncology Program’s somatic testing database (n = 25,168). We determined frequency of the variant in germline exome sequencing from the Penn Medicine BioBank (n = 44,256) and in gnomAD. The PMS2 c.2523G>A p.(W841∗) was identified as a homozygous variant on tumor testing in an adult patient of self-identified Black race/ethnicity with no evidence of constitutional mismatch repair deficiency. The variant was clinically reported on 35 total tumor and liquid biopsy tests (0.1%), and all individuals with the variant were of self-identified Black race/ethnicity (0.6% of n = 5787). In individuals of African genetic ancestry (AFR), the variant's germline frequency was reported to be 0.2% and 1.3% in the Penn Medicine BioBank (PMBB) and gnomAD, respectively. The variant cannot be found in any individuals of European genetic ancestry (EUR) from either of the databases. The variant is found in a region of PMS2 with 100% homology to the PMS2CL pseudogene. PMS2 c.2523G>A p.(W841∗), when identified, is typically an African-ancestry-specific PMS2CL pseudogene variant, which should be recognized to prevent misdiagnosis of Lynch syndrome in Blacks.
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- 2024
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4. Scientific sinkhole: estimating the cost of peer review based on survey data with snowball sampling
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Allana G. LeBlanc, Joel D. Barnes, Travis J. Saunders, Mark S. Tremblay, and Jean-Philippe Chaput
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Cost ,Peer-review ,Publishing ,Manuscript ,Article ,Paper ,General Works - Abstract
Abstract Background There are a variety of costs associated with publication of scientific findings. The purpose of this work was to estimate the cost of peer review in scientific publishing per reviewer, per year and for the entire scientific community. Methods Internet-based self-report, cross-sectional survey, live between June 28, 2021 and August 2, 2021 was used. Participants were recruited via snowball sampling. No restrictions were placed on geographic location or field of study. Respondents who were asked to act as a peer-reviewer for at least one manuscript submitted to a scientific journal in 2020 were eligible. The primary outcome measure was the cost of peer review per person, per year (calculated as wage-cost x number of initial reviews and number of re-reviews per year). The secondary outcome was the cost of peer review globally (calculated as the number of peer-reviewed papers in Scopus x median wage-cost of initial review and re-review). Results A total of 354 participants completed at least one question of the survey, and information necessary to calculate the cost of peer-review was available for 308 participants from 33 countries (44% from Canada). The cost of peer review was estimated at $US1,272 per person, per year ($US1,015 for initial review and $US256 for re-review), or US$1.1–1.7 billion for the scientific community per year. The global cost of peer-review was estimated at US$6 billion in 2020 when relying on the Dimensions database and taking into account reviewed-but-rejected manuscripts. Conclusions Peer review represents an important financial piece of scientific publishing. Our results may not represent all countries or fields of study, but are consistent with previous estimates and provide additional context from peer reviewers themselves. Researchers and scientists have long provided peer review as a contribution to the scientific community. Recognizing the importance of peer-review, institutions should acknowledge these costs in job descriptions, performance measurement, promotion packages, and funding applications. Journals should develop methods to compensate reviewers for their time and improve transparency while maintaining the integrity of the peer-review process.
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- 2023
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5. Using drone mapping to evaluate error of plot-based field surveys and its effects on moderate spatial resolution remote sensing retrieval of lichen cover
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Darren Pouliot, Mao Mao, Robert H. Fraser, Blair Kennedy, Sylvain G. Leblanc, Liming He, and Wenjun Chen
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lichen cover ,sampling ,error ,Landsat ,Sentinel-2 ,drones ,Environmental sciences ,GE1-350 ,Environmental engineering ,TA170-171 - Abstract
Effective plot-based field sampling involves a trade-off between implementation efficiency and sample error. Optimal field sampling therefore requires quantifying the sample error under various sampling designs. For remote sensing applications, it is also important to understand how field sample error and training sample size (the number of pixels) affect the retrieval of surface properties. In this research, drone imagery was used to simulate field plots and investigate plot sampling error for forage lichen cover in relation to plot size, number of plots, and sampling strategy. The effect of this error on remote sensing-based lichen cover retrieval was evaluated using varying training sampling sizes in two different study regions in northern Canada. Results showed that cover with high spatial variability increased the number of plots or plot size required to achieve a specified level of error. For lichen cover retrieval at moderate spatial resolution (10–30 m), field sampling (plot size and number of plots) did not have as significant of an effect as regional differences (spectral separability of cover types), sensor, and the number of pixels used for model training. This plot simulation approach using drone images can be applied to other surface properties and regions to provide field sampling guidance.
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- 2022
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6. A New U-Net Based Convolutional Neural Network for Estimating Caribou Lichen Ground Cover from Field-Level RGB Images
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Julie Lovitt, Galen Richardson, Krishan Rajaratnam, Wenjun Chen, Sylvain G. Leblanc, Liming He, Scott E. Nielsen, Ashley Hillman, Isabelle Schmelzer, and André Arsenault
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Environmental sciences ,GE1-350 ,Technology - Abstract
High-quality ground-truth data are critical for developing reliable Earth Observation (EO) based geospatial products. Conventional methods of collecting these data are either subject to an unknown amount of human error and bias or require extended time in the field to complete (i.e., point-intercept assessments). Digital photograph classification (DPC) may address these drawbacks. In this study, we first assess the performance of a DPC method developed through licensed software to estimate ground cover percentage (%) of bright lichens, a critical caribou forage in fall and winter when other food resources are scarce. We then evaluate the feasibility of replicating this workflow in an open-source environment with a modified U-net model to improve processing time and scalability. Our results indicate that DPC is appropriate for generating ground-truth data in support of large-scale EO-based lichen mapping within the boreal forests of eastern Canada. Our final open-sourced classification model, Lichen Convolutional Neural Network (LiCNN), is comparably accurate yet more efficient than the licensed workflow. Therefore, the LiCNN approach successfully addresses the mentioned shortcomings of conventional ground-truth data collection methods efficiently and without the need for specialized software.
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- 2022
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7. Multiancestry exome sequencing reveals INHBE mutations associated with favorable fat distribution and protection from diabetes
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Parsa Akbari, Olukayode A. Sosina, Jonas Bovijn, Karl Landheer, Jonas B. Nielsen, Minhee Kim, Senem Aykul, Tanima De, Mary E. Haas, George Hindy, Nan Lin, Ian R. Dinsmore, Jonathan Z. Luo, Stefanie Hectors, Benjamin Geraghty, Mary Germino, Lampros Panagis, Prodromos Parasoglou, Johnathon R. Walls, Gabor Halasz, Gurinder S. Atwal, Regeneron Genetics Center, DiscovEHR Collaboration, Marcus Jones, Michelle G. LeBlanc, Christopher D. Still, David J. Carey, Alice Giontella, Marju Orho-Melander, Jaime Berumen, Pablo Kuri-Morales, Jesus Alegre-Díaz, Jason M. Torres, Jonathan R. Emberson, Rory Collins, Daniel J. Rader, Brian Zambrowicz, Andrew J. Murphy, Suganthi Balasubramanian, John D. Overton, Jeffrey G. Reid, Alan R. Shuldiner, Michael Cantor, Goncalo R. Abecasis, Manuel A. R. Ferreira, Mark W. Sleeman, Viktoria Gusarova, Judith Altarejos, Charles Harris, Aris N. Economides, Vincent Idone, Katia Karalis, Giusy Della Gatta, Tooraj Mirshahi, George D. Yancopoulos, Olle Melander, Jonathan Marchini, Roberto Tapia-Conyer, Adam E. Locke, Aris Baras, Niek Verweij, and Luca A. Lotta
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Science - Abstract
Fat distribution is associated with cardiometabolic disease, although it has been less well studied than overall obesity. In a multiancestry exome-sequencing study, the authors identified predicted loss-of-function mutations in INHBE associated with favorable fat distribution and protection from type 2 diabetes.
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- 2022
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8. Towards precise drone-based measurement of elevation change in permafrost terrain experiencing thaw and thermokarst
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Robert H. Fraser, Sylvain G. Leblanc, Christian Prevost, and Jurjen van der Sluijs
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drone ,UAV ,elevation ,permafrost ,thermokarst ,subsidence ,Motor vehicles. Aeronautics. Astronautics ,TL1-4050 - Abstract
Measuring ground elevation changes plays a crucial role in several environmental applications. For instance, permafrost soils undergo seasonal active layer freezing and thawing that causes cyclic elevation changes. Permafrost thaw can result in unidirectional ground subsidence, which may be gradual and uniform, or rapid and irregular in the case of thermokarst landforms such as slumps and degrading ice-wedges. Photogrammetric drone surveys have effectively characterized large (> 0.1 m) ground elevation changes resulting from thermokarst, yet many permafrost processes of interest lead to more subtle elevation changes. In this study, we assessed various drone-based surveying strategies for their precision to measure smaller (
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- 2022
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9. Smoking shifts human small airway epithelium club cells toward a lesser differentiated population
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Mahboubeh R. Rostami, Michelle G. LeBlanc, Yael Strulovici-Barel, Wulin Zuo, Jason G. Mezey, Sarah L. O’Beirne, Robert J. Kaner, Philip L. Leopold, and Ronald G. Crystal
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Medicine ,Genetics ,QH426-470 - Abstract
Abstract The club cell, a small airway epithelial (SAE) cell, plays a central role in human lung host defense. We hypothesized that subpopulations of club cells with distinct functions may exist. The SAE of healthy nonsmokers and healthy cigarette smokers were evaluated by single-cell RNA sequencing, and unsupervised clustering revealed subpopulations of SCGCB1A1+KRT5loMUC5AC− club cells. Club cell heterogeneity was supported by evaluations of SAE tissue sections, brushed SAE cells, and in vitro air–liquid interface cultures. Three subpopulations included: (1) progenitor; (2) proliferating; and (3) effector club cells. The progenitor club cell population expressed high levels of mitochondrial, ribosomal proteins, and KRT5 relative to other club cell populations and included a differentiation branch point leading to mucous cell production. The small proliferating population expressed high levels of cyclins and proliferation markers. The effector club cell cluster expressed genes related to host defense, xenobiotic metabolism, and barrier functions associated with club cell function. Comparison of smokers vs. nonsmokers demonstrated that smoking limited the extent of differentiation of all three subclusters and altered SAM pointed domain-containing Ets transcription factor (SPDEF)-regulated transcription in the effector cell population leading to a change in the location of the branch point for mucous cell production, a potential explanation for the concomitant reduction in effector club cells and increase in mucous cells in smokers. These observations provide insights into both the makeup of human SAE club cell subpopulations and the smoking-induced changes in club cell biology.
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- 2021
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10. Cell-specific expression of lung disease risk-related genes in the human small airway epithelium
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Wu-lin Zuo, Mahboubeh R. Rostami, Shushila A. Shenoy, Michelle G. LeBlanc, Jacqueline Salit, Yael Strulovici-Barel, Sarah L. O’Beirne, Robert J. Kaner, Philip L. Leopold, Jason G. Mezey, Juergen Schymeinsky, Karsten Quast, Sudha Visvanathan, Jay S. Fine, Matthew J. Thomas, and Ronald G. Crystal
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Single-cell transcriptomes ,Epithelial cells ,Immune/inflammatory cells ,Inherited and acquired pulmonary disorders ,Cigarette smoking ,Diseases of the respiratory system ,RC705-779 - Abstract
Abstract Background The human small airway epithelium (SAE) plays a central role in the early events in the pathogenesis of most inherited and acquired lung disorders. Little is known about the molecular phenotypes of the specific cell populations comprising the SAE in humans, and the contribution of SAE specific cell populations to the risk for lung diseases. Methods Drop-seq single-cell RNA-sequencing was used to characterize the transcriptome of single cells from human SAE of nonsmokers and smokers by bronchoscopic brushing. Results Eleven distinct cell populations were identified, including major and rare epithelial cells, and immune/inflammatory cells. There was cell type-specific expression of genes relevant to the risk of the inherited pulmonary disorders, genes associated with risk of chronic obstructive pulmonary disease and idiopathic pulmonary fibrosis and (non-mutated) driver genes for lung cancers. Cigarette smoking significantly altered the cell type-specific transcriptomes and disease risk-related genes. Conclusions This data provides new insights into the possible contribution of specific lung cells to the pathogenesis of lung disorders.
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- 2020
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11. Les Homeless Games : contrer l’itinérance des personnes aînées par un programme d’activités physiques et sportives
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Catherine Sonier and Roger G. Leblanc
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santé ,gérontologie ,activité physique ,isolement social ,itinérance ,Social history and conditions. Social problems. Social reform ,HN1-995 - Abstract
L’itinérance est une problématique grandissante au Canada. Elle est engendrée par les inégalités et les injustices sociales envers les populations vulnérables telles que les personnes aînées. Les bénéfices du sport et de l’activité physique pour contrer l’itinérance sont mal compris autant par les intervenants en santé que de la classe élue. Les politiques en place actuellement ne comportent pas de solutions claires et permanentes à ce phénomène. C’est pourquoi nous proposons une solution innovatrice qui permet de toucher le cœur du problème de l’itinérance. L’activité physique et le sport (APS) a des répercussions considérables sur toutes les sphères du bien-être en plus d’être un véhicule de valeurs et d’habiletés essentielles. Ces apprentissages favorisent le développement personnel, limitent l’utilisation de substances illicites et permettent de construire un réseau de soutien de qualité, ce qui contribue à la réintégration efficace à la société et l’accès à un logement abordable. Ce sont les Homeless Games, un évènement sportif annuel qui permet aux personnes vivant dans l’itinérance (PVI) de pratiquer un sport compétitif, qui a inspiré cette proposition. De plus, bien que les ressources soient limitées, l’intérêt des PVI et des organismes de bienfaisance est énorme. Les résultats sont positifs, l’implantation d’un programme d’activités physiques et sportives communautaires est possible et augmente le capital social. Il est possible de mettre un terme à l’itinérance en utilisant l’activité physique et le sport comme un outil d’intervention au sein des équipes interdisciplinaires qui s’attardent à réduire ou du moins ralentir l’itinérance.
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- 2021
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12. A Scalable Strand-Specific Protocol Enabling Full-Length Total RNA Sequencing From Single Cells
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Simon Haile, Richard D. Corbett, Veronique G. LeBlanc, Lisa Wei, Stephen Pleasance, Steve Bilobram, Ka Ming Nip, Kirstin Brown, Eva Trinh, Jillian Smith, Diane L. Trinh, Miruna Bala, Eric Chuah, Robin J. N. Coope, Richard A. Moore, Andrew J. Mungall, Karen L. Mungall, Yongjun Zhao, Martin Hirst, Samuel Aparicio, Inanc Birol, Steven J. M. Jones, and Marco A. Marra
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full-length ,total RNA ,single-cell ,RNAseq ,cellenONE ,Genetics ,QH426-470 - Abstract
RNA sequencing (RNAseq) has been widely used to generate bulk gene expression measurements collected from pools of cells. Only relatively recently have single-cell RNAseq (scRNAseq) methods provided opportunities for gene expression analyses at the single-cell level, allowing researchers to study heterogeneous mixtures of cells at unprecedented resolution. Tumors tend to be composed of heterogeneous cellular mixtures and are frequently the subjects of such analyses. Extensive method developments have led to several protocols for scRNAseq but, owing to the small amounts of RNA in single cells, technical constraints have required compromises. For example, the majority of scRNAseq methods are limited to sequencing only the 3′ or 5′ termini of transcripts. Other protocols that facilitate full-length transcript profiling tend to capture only polyadenylated mRNAs and are generally limited to processing only 96 cells at a time. Here, we address these limitations and present a novel protocol that allows for the high-throughput sequencing of full-length, total RNA at single-cell resolution. We demonstrate that our method produced strand-specific sequencing data for both polyadenylated and non-polyadenylated transcripts, enabled the profiling of transcript regions beyond only transcript termini, and yielded data rich enough to allow identification of cell types from heterogeneous biological samples.
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- 2021
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13. At-a-glance - Twenty years of diabetes surveillance using the Canadian Chronic Disease Surveillance System
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Allana G. LeBlanc, Yong Jun Gao, Louise McRae, and Catherine Pelletier
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"null" ,Medicine (General) ,R5-920 - Abstract
In 1999, the Government of Canada, along with the provinces and territories, established the National Diabetes Surveillance System (NDSS) to track rates of diabetes in Canada. The NDSS used a novel method to systematically collect and report national diabetes data using linked administrative health databases. The NDSS has since evolved to become the Canadian Chronic Disease Surveillance System (CCDSS) and provides information on over 20 chronic conditions. This At-a-glance report provides the most up-to-date CCDSS information on diabetes rates in Canada. Currently, 8.8% of Canadians (9.4% male, 8.1% female, aged one year and older) live with diabetes, and approximately 549 new cases are diagnosed each day. Since 2000, the age-standardized prevalence rate has increased by an average of 3.3% per year. The age-standardized incidence rate has remained relatively stable, and all-cause mortality rates among those with diabetes have decreased by an average of 2.1% per year. This suggests that people are living longer with a diabetes diagnosis.
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- 2019
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14. Aperçu - Vingt ans de surveillance du diabète grâce au Système canadien de surveillance des maladies chroniques
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Allana G. LeBlanc, Yong Jun Gao, Louise McRae, and Catherine Pelletier
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"null" ,Medicine (General) ,R5-920 - Abstract
En 1999, le gouvernement du Canada, en collaboration avec les provinces et les territoires, met sur pied le Système national de surveillance du diabète (SNSD) afin de suivre l’évolution des taux de diabète au Canada. Le SNSD utilise alors une nouvelle méthode pour recueillir et communiquer les données nationales sur le diabète de façon systématique, au moyen de bases de données administratives sur la santé reliées entre elles. Depuis, il a évolué pour devenir le Système canadien de surveillance des maladies chroniques (SCSMC) et fournit de l’information sur plus de 20 maladies chroniques. Cet article présente les données les plus à jour du SCSMC sur les taux de diabète au Canada. Actuellement, 8,8 % des Canadiens (9,4 % d’hommes et 8,1 % de femmes d’un an et plus) sont atteints de diabète, et environ 549 nouveaux cas sont diagnostiqués chaque jour. Depuis 2000, le taux de prévalence normalisé selon l’âge a augmenté en moyenne de 3,3 % par année, le taux d’incidence normalisé selon l’âge est demeuré relativement stable et les taux de mortalité toutes causes confondues chez les personnes atteintes de diabète ont diminué en moyenne de 2,1 % par année. Cela laisse entendre que l’on vit plus longtemps avec un diagnostic de diabète.
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- 2019
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15. Monitoring snow depth change across a range of landscapes with ephemeral snowpacks using structure from motion applied to lightweight unmanned aerial vehicle videos
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R. Fernandes, C. Prevost, F. Canisius, S. G. Leblanc, M. Maloley, S. Oakes, K. Holman, and A. Knudby
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Environmental sciences ,GE1-350 ,Geology ,QE1-996.5 - Abstract
Differencing of digital surface models derived from structure from motion (SfM) processing of airborne imagery has been used to produce snow depth (SD) maps with between ∼ 2 and ∼ 15 cm horizontal resolution and accuracies of ±10 cm over relatively flat surfaces with little or no vegetation and over alpine regions. This study builds on these findings by testing two hypotheses across a broader range of conditions: (i) that the vertical accuracy of SfM processing of imagery acquired by commercial low-cost unmanned aerial vehicle (UAV) systems can be adequately modelled using conventional photogrammetric theory and (ii) that SD change can be more accurately estimated by differencing snow-covered elevation surfaces rather than differencing a snow-covered and snow-free surface. A total of 71 UAV missions were flown over five sites, ranging from short grass to a regenerating forest, with ephemeral snowpacks. Point cloud geolocation performance agreed with photogrammetric theory that predicts uncertainty is proportional to UAV altitude and linearly related to horizontal uncertainty. The root-mean-square difference (RMSD) over the observation period, in comparison to the average of in situ measurements along ∼ 50 m transects, ranged from 1.58 to 10.56 cm for weekly SD and from 2.54 to 8.68 cm for weekly SD change. RMSD was not related to microtopography as quantified by the snow-free surface roughness. SD change uncertainty was unrelated to vegetation cover but was dominated by outliers corresponding to rapid in situ melt or onset; the median absolute difference of SD change ranged from 0.65 to 2.71 cm. These results indicate that the accuracy of UAV-based estimates of weekly snow depth change was, excepting conditions with deep fresh snow, substantially better than for snow depth and was comparable to in situ methods.
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- 2018
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16. Commentaire - Aller de l’avant : Plan stratégique 2015-2020 de ParticipACTION
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Katherine Janson, Allana G. LeBlanc, Leigh M. Vanderloo, and Elio Antunes
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"null" ,Medicine (General) ,R5-920 - Published
- 2018
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17. Evaluating Image Normalization via GANs for Environmental Mapping: A Case Study of Lichen Mapping Using High-Resolution Satellite Imagery
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Shahab Jozdani, Dongmei Chen, Wenjun Chen, Sylvain G. Leblanc, Julie Lovitt, Liming He, Robert H. Fraser, and Brian Alan Johnson
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remote sensing ,GANs ,image normalization ,deep learning ,lichen mapping ,environmental mapping ,Science - Abstract
Illumination variations in non-atmospherically corrected high-resolution satellite (HRS) images acquired at different dates/times/locations pose a major challenge for large-area environmental mapping and monitoring. This problem is exacerbated in cases where a classification model is trained only on one image (and often limited training data) but applied to other scenes without collecting additional samples from these new images. In this research, by focusing on caribou lichen mapping, we evaluated the potential of using conditional Generative Adversarial Networks (cGANs) for the normalization of WorldView-2 (WV2) images of one area to a source WV2 image of another area on which a lichen detector model was trained. In this regard, we considered an extreme case where the classifier was not fine-tuned on the normalized images. We tested two main scenarios to normalize four target WV2 images to a source 50 cm pansharpened WV2 image: (1) normalizing based only on the WV2 panchromatic band, and (2) normalizing based on the WV2 panchromatic band and Sentinel-2 surface reflectance (SR) imagery. Our experiments showed that normalizing even based only on the WV2 panchromatic band led to a significant lichen-detection accuracy improvement compared to the use of original pansharpened target images. However, we found that conditioning the cGAN on both the WV2 panchromatic band and auxiliary information (in this case, Sentinel-2 SR imagery) further improved normalization and the subsequent classification results due to adding a more invariant source of information. Our experiments showed that, using only the panchromatic band, F1-score values ranged from 54% to 88%, while using the fused panchromatic and SR, F1-score values ranged from 75% to 91%.
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- 2021
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18. Elevation-Dependent Changes to Plant Phenology in Canada’s Arctic Detected Using Long-Term Satellite Observations
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Wenjun Chen, Lori White, Sylvain G. Leblanc, Rasim Latifovic, and Ian Olthof
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elevation dependency ,plant phenology ,growing season ,remote sensing ,Arctic mountains ,Meteorology. Climatology ,QC851-999 - Abstract
Arctic temperatures have increased at almost twice the global average rate since the industrial revolution. Some studies also reported a further amplified rate of climate warming at high elevations; namely, the elevation dependency of climate change. This elevation-dependent climate change could have important implications for the fate of glaciers and ecosystems at high elevations under climate change. However, the lack of long-term climate data at high elevations, especially in the Arctic, has hindered the investigation of this question. Because of the linkage between climate warming and plant phenology changes and remote sensing’s ability to detect the latter, remote sensing provides an alternative way for investigating the elevation dependency of climate change over Arctic mountains. This study investigated the elevation-dependent changes to plant phenology using AVHRR (Advanced Very High Resolution Radiometer) time series from 1985 to 2013 over five study areas in Canada’s Arctic. We found that the start of the growing season (SOS) became earlier faster with an increasing elevation over mountainous study areas (i.e., Sirmilik, the Torngat Mountains, and Ivvavik National Parks). Similarly, the changes rates in the end of growing season (EOS) and the growing season length (GSL) were also higher at high elevations. One exception was SOS in the Ivvavik National Park: “no warming trend” with the May-June temperature at a nearby climate station decreased slightly during 1985–2013, and so no elevation-dependent amplification.
- Published
- 2021
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19. Leveraging AI to Estimate Caribou Lichen in UAV Orthomosaics from Ground Photo Datasets
- Author
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Galen Richardson, Sylvain G. Leblanc, Julie Lovitt, Krishan Rajaratnam, and Wenjun Chen
- Subjects
image classification ,lichen mapping ,orthomosaics ,artificial intelligence ,UAV ,Motor vehicles. Aeronautics. Astronautics ,TL1-4050 - Abstract
Relating ground photographs to UAV orthomosaics is a key linkage required for accurate multi-scaled lichen mapping. Conventional methods of multi-scaled lichen mapping, such as random forest models and convolutional neural networks, heavily rely on pixel DN values for classification. However, the limited spectral range of ground photos requires additional characteristics to differentiate lichen from spectrally similar objects, such as bright logs. By applying a neural network to tiles of a UAV orthomosaics, additional characteristics, such as surface texture and spatial patterns, can be used for inferences. Our methodology used a neural network (UAV LiCNN) trained on ground photo mosaics to predict lichen in UAV orthomosaic tiles. The UAV LiCNN achieved mean user and producer accuracies of 85.84% and 92.93%, respectively, in the high lichen class across eight different orthomosaics. We compared the known lichen percentages found in 77 vegetation microplots with the predicted lichen percentage calculated from the UAV LiCNN, resulting in a R2 relationship of 0.6910. This research shows that AI models trained on ground photographs effectively classify lichen in UAV orthomosaics. Limiting factors include the misclassification of spectrally similar objects to lichen in the RGB bands and dark shadows cast by vegetation.
- Published
- 2021
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20. A Novel Framework for Rapid Detection of Damaged Buildings Using Pre-Event LiDAR Data and Shadow Change Information
- Author
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Ying Zhang, Matthew Roffey, and Sylvain G. Leblanc
- Subjects
building damage detection ,shadow change ,urban earthquake disaster ,Pleiades image ,LiDAR-based DSM ,shadow simulation ,Science - Abstract
After a major earthquake in a dense urban area, the spatial distribution of heavily damaged buildings is indicative of the impact of the event on public safety. Timely assessment of the locations of severely damaged buildings and their damage morphologies using remote sensing approaches is critical for search and rescue actions. Detection of damaged buildings that did not suffer collapse can be highly challenging from aerial or satellite optical imagery, especially those structures with height-reduction or inclination damage and apparently intact roofs. A key information cue can be provided by a comparison of predicted building shadows based on pre-event building models with shadow estimates extracted from post-event imagery. This paper addresses the detection of damaged buildings in dense urban areas using the information of building shadow changes based on shadow simulation, analysis, and image processing in order to improve real-time damage detection and analysis. A novel processing framework for the rapid detection of damaged buildings without collapse is presented, which includes (a) generation of building digital surface models (DSMs) from pre-event LiDAR data, (b) building shadow detection and extraction from imagery, (c) simulation of predicted building shadows utilizing building DSMs, and (d) detection and identification of shadow areas exhibiting significant pre- and post-event differences that can be attributed to building damage. The framework is demonstrated through two simulated case studies. The building damage types considered are those typically observed in earthquake events and include height-reduction, over-turn collapse, and inclination. Total collapse cases are not addressed as these are comparatively easy to be detected using simpler algorithms. Key issues are discussed including the attributes of essential information layers and sources of error influencing the accuracy of building damage detection.
- Published
- 2021
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21. Leveraging Deep Neural Networks to Map Caribou Lichen in High-Resolution Satellite Images Based on a Small-Scale, Noisy UAV-Derived Map
- Author
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Shahab Jozdani, Dongmei Chen, Wenjun Chen, Sylvain G. Leblanc, Christian Prévost, Julie Lovitt, Liming He, and Brian A. Johnson
- Subjects
remote sensing ,lichen mapping ,deep learning ,semi-supervised learning ,teacher-student learning ,WorldView-2 ,Science - Abstract
Lichen is an important food source for caribou in Canada. Lichen mapping using remote sensing (RS) images could be a challenging task, however, as lichens generally appear in unevenly distributed, small patches, and could resemble surficial features. Moreover, collecting lichen labeled data (reference data) is expensive, which restricts the application of many robust supervised classification models that generally demand a large quantity of labeled data. The goal of this study was to investigate the potential of using a very-high-spatial resolution (1-cm) lichen map of a small sample site (e.g., generated based on a single UAV scene and using field data) to train a subsequent classifier to map caribou lichen over a much larger area (~0.04 km2 vs. ~195 km2) and a lower spatial resolution image (in this case, a 50-cm WorldView-2 image). The limited labeled data from the sample site were also partially noisy due to spatial and temporal mismatching issues. For this, we deployed a recently proposed Teacher-Student semi-supervised learning (SSL) approach (based on U-Net and U-Net++ networks) involving unlabeled data to assist with improving the model performance. Our experiments showed that it was possible to scale-up the UAV-derived lichen map to the WorldView-2 scale with reasonable accuracy (overall accuracy of 85.28% and F1-socre of 84.38%) without collecting any samples directly in the WorldView-2 scene. We also found that our noisy labels were partially beneficial to the SSL robustness because they improved the false positive rate compared to the use of a cleaner training set directly collected within the same area in the WorldView-2 image. As a result, this research opens new insights into how current very high-resolution, small-scale caribou lichen maps can be used for generating more accurate large-scale caribou lichen maps from high-resolution satellite imagery.
- Published
- 2021
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22. Commentary - Moving forward: ParticipACTION’s strategic plan 2015-2020
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Katherine Janson, Allana G. LeBlanc, Leigh M. Vanderloo, and Elio Antunes
- Subjects
"null" ,Medicine (General) ,R5-920 - Abstract
"null"
- Published
- 2018
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23. Lactic Fermentation as a Strategy to Improve the Nutritional and Functional Values of Pseudocereals
- Author
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Graciela C. Rollán, Carla L. Gerez, and Jean G. LeBlanc
- Subjects
lactic acid bacteria ,pseudocereals ,vitamins ,phytate ,phytochemicals ,Nutrition. Foods and food supply ,TX341-641 - Abstract
One of the greatest challenges is to reduce malnutrition worldwide while promoting sustainable agricultural and food systems. This is a daunting task due to the constant growth of the population and the increasing demands by consumers for functional foods with higher nutritional values. Cereal grains are the most important dietary energy source globally; wheat, rice, and maize currently provide about half of the dietary energy source of humankind. In addition, the increase of celiac patients worldwide has motivated the development of gluten-free foods using alternative flour types to wheat such as rice, corn, cassava, soybean, and pseudocereals (amaranth, quinoa, and buckwheat). Amaranth and quinoa have been cultivated since ancient times and were two of the major crops of the Pre-Colombian cultures in Latin- America. In recent years and due to their well-known high nutritional value and potential health benefits, these pseudocereals have received much attention as ideal candidates for gluten-free products. The importance of exploiting these grains for the elaboration of healthy and nutritious foods has forced food producers to develop novel adequate strategies for their processing. Fermentation is one of the most antique and economical methods of producing and preserving foods and can be easily employed for cereal processing. The nutritional and functional quality of pseudocereals can be improved by fermentation using Lactic Acid Bacteria (LAB). This review provides an overview on pseudocereal fermentation by LAB emphasizing the capacity of these bacteria to decrease antinutritional factors such as phytic acid, increase the functional value of phytochemicals such as phenolic compounds, and produce nutritional ingredients such as B-group vitamins. The numerous beneficial effects of lactic fermentation of pseudocereals can be exploited to design novel and healthier foods or grain ingredients destined to general population and especially to patients with coeliac disease.
- Published
- 2019
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24. Scientific sinkhole: The pernicious price of formatting.
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Allana G LeBlanc, Joel D Barnes, Travis J Saunders, Mark S Tremblay, and Jean-Philippe Chaput
- Subjects
Medicine ,Science - Abstract
OBJECTIVE:To conduct a time-cost analysis of formatting in scientific publishing. DESIGN:International, cross-sectional study (one-time survey). SETTING:Internet-based self-report survey, live between September 2018 and January 2019. PARTICIPANTS:Anyone working in research, science, or academia and who submitted at least one peer-reviewed manuscript for consideration for publication in 2017. Completed surveys were available for 372 participants from 41 countries (60% of respondents were from Canada). MAIN OUTCOME MEASURE:Time (hours) and cost (wage per hour x time) associated with formatting a research paper for publication in a peer-reviewed academic journal. RESULTS:The median annual income category was US$61,000-80,999, and the median number of publications formatted per year was four. Manuscripts required a median of two attempts before they were accepted for publication. The median formatting time was 14 hours per manuscript, or 52 hours per person, per year. This resulted in a median calculated cost of US$477 per manuscript or US$1,908 per person, per year. CONCLUSIONS:To our knowledge, this is the first study to analyze the cost of manuscript formatting in scientific publishing. Our results suggest that scientific formatting represents a loss of 52 hours, costing the equivalent of US$1,908 per researcher per year. These results identify the hidden and pernicious price associated with scientific publishing and provide evidence to advocate for the elimination of strict formatting guidelines, at least prior to acceptance.
- Published
- 2019
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25. Inference of Causal Relationships Between Genetic Risk Factors for Cardiometabolic Phenotypes and Female‐Specific Health Conditions
- Author
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Brenda Xiao, Digna R. Velez Edwards, Anastasia Lucas, Theodore Drivas, Kathryn Gray, Brendan Keating, Chunhua Weng, Gail P. Jarvik, Hakon Hakonarson, Leah Kottyan, Noemie Elhadad, Wei‐Qi Wei, Yuan Luo, Dokyoon Kim, Marylyn Ritchie, Shefali Setia Verma, Goncalo Abecasis, Aris Baras, Michael Cantor, Giovanni Coppola, Andrew Deubler, Aris Economides, Katia Karalis, Luca A. Lotta, John D. Overton, Jeffrey G. Reid, Katherine Siminovitch, Alan Shuldiner, Christina Beechert, Caitlin Forsythe, Erin D. Fuller, Zhenhua Gu, Michael Lattari, Alexander Lopez, Maria Sotiropoulos Padilla, Manasi Pradhan, Kia Manoochehri, Thomas D. Schleicher, Louis Widom, Sarah E. Wolf, Ricardo H. Ulloa, Amelia Averitt, Nilanjana Banerjee, Dadong Li, Sameer Malhotra, Deepika Sharma, Jeffrey Staples, Xiaodong Bai, Suganthi Balasubramanian, Suying Bao, Boris Boutkov, Siying Chen, Gisu Eom, Lukas Habegger, Alicia Hawes, Shareef Khalid, Olga Krasheninina, Rouel Lanche, Adam J. Mansfield, Evan K. Maxwell, George Mitra, Mona Nafde, Sean O’Keeffe, Max Orelus, Razvan Panea, Tommy Polanco, Ayesha Rasool, William Salerno, Jeffrey C. Staples, Kathie Sun, Joshua Backman, Amy Damask, Lee Dobbyn, Manuel Allen Revez Ferreira, Arkopravo Ghosh, Christopher Gillies, Lauren Gurski, Eric Jorgenson, Hyun Min Kang, Michael Kessler, Jack Kosmicki, Alexander Li, Nan Lin, Daren Liu, Adam Locke, Jonathan Marchini, Anthony Marcketta, Joelle Mbatchou, Arden Moscati, Charles Paulding, Carlo Sidore, Eli Stahl, Kyoko Watanabe, Bin Ye, Blair Zhang, Andrey Ziyatdinov, Ariane Ayer, Aysegul Guvenek, George Hindy, Jan Freudenberg, Jonas Bovijn, Kavita Praveen, Manav Kapoor, Mary Haas, Moeen Riaz, Niek Verweij, Olukayode Sosina, Parsa Akbari, Priyanka Nakka, Sahar Gelfman, Sujit Gokhale, Tanima De, Veera Rajagopal, Gannie Tzoneva, Juan Rodriguez‐Flores, Shek Man Chim, Valerio Donato, Daniel Fernandez, Giusy Della Gatta, Alessandro Di Gioia, Kristen Howell, Lori Khrimian, Minhee Kim, Hector Martinez, Lawrence Miloscio, Sheilyn Nunez, Elias Pavlopoulos, Trikaldarshi Persaud, Esteban Chen, Marcus B. Jones, Michelle G. LeBlanc, Jason Mighty, Lyndon J. Mitnaul, Nirupama Nishtala, and Nadia Rana
- Subjects
Cardiology and Cardiovascular Medicine - Abstract
Background Cardiometabolic diseases are highly comorbid, but their relationship with female‐specific or overwhelmingly female‐predominant health conditions (breast cancer, endometriosis, pregnancy complications) is understudied. This study aimed to estimate the cross‐trait genetic overlap and influence of genetic burden of cardiometabolic traits on health conditions unique to women. Methods and Results Using electronic health record data from 71 008 ancestrally diverse women, we examined relationships between 23 obstetrical/gynecological conditions and 4 cardiometabolic phenotypes (body mass index, coronary artery disease, type 2 diabetes, and hypertension) by performing 4 analyses: (1) cross‐trait genetic correlation analyses to compare genetic architecture, (2) polygenic risk score–based association tests to characterize shared genetic effects on disease risk, (3) Mendelian randomization for significant associations to assess cross‐trait causal relationships, and (4) chronology analyses to visualize the timeline of events unique to groups of women with high and low genetic burden for cardiometabolic traits and highlight the disease prevalence in risk groups by age. We observed 27 significant associations between cardiometabolic polygenic scores and obstetrical/gynecological conditions (body mass index and endometrial cancer, body mass index and polycystic ovarian syndrome, type 2 diabetes and gestational diabetes, type 2 diabetes and polycystic ovarian syndrome). Mendelian randomization analysis provided additional evidence of independent causal effects. We also identified an inverse association between coronary artery disease and breast cancer. High cardiometabolic polygenic scores were associated with early development of polycystic ovarian syndrome and gestational hypertension. Conclusions We conclude that polygenic susceptibility to cardiometabolic traits is associated with elevated risk of certain female‐specific health conditions.
- Published
- 2023
26. Leaf area index retrieval study with a modelling framework, hemispherical photography and LiDARs.
- Author
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Sylvain G. Leblanc and Richard A. Fournier
- Published
- 2014
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27. Social Influences on Perceptions of Sense of Control and Attributed Dignity Among Older People Managing Multiple Chronic Conditions
- Author
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Raeann G. LeBlanc and Cynthia S. Jacelon
- Subjects
Rehabilitation ,Physical Therapy, Sports Therapy and Rehabilitation ,General Medicine ,General Nursing - Published
- 2022
28. Measurement of sedentary behaviour in population health surveys: a review and recommendations
- Author
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Stephanie A. Prince, Allana G. LeBlanc, Rachel C. Colley, and Travis J. Saunders
- Subjects
Validity ,Survey ,Questionnaire ,Sedentary behaviour ,Reliability ,Medicine ,Biology (General) ,QH301-705.5 - Abstract
Background The purpose of this review was to determine the most valid and reliable questions for targeting key modes of sedentary behaviour (SB) in a broad range of national and international health surveillance surveys. This was done by reviewing the SB modules currently used in population health surveys, as well as examining SB questionnaires that have performed well in psychometric testing. Methods Health surveillance surveys were identified via scoping review and contact with experts in the field. Previous systematic reviews provided psychometric information on pediatric questionnaires. A comprehensive search of four bibliographic databases was used to identify studies reporting psychometric information for adult questionnaires. Only surveys/studies published/used in English or French were included. Results The review identified a total of 16 pediatric and 18 adult national/international surveys assessing SB, few of which have undergone psychometric testing. Fourteen pediatric and 35 adult questionnaires with psychometric information were included. While reliability was generally good to excellent for questions targeting key modes of SB, validity was poor to moderate, and reported much less frequently. The most valid and reliable questions targeting specific modes of SB were combined to create a single questionnaire targeting key modes of SB. Discussion Our results highlight the importance of including SB questions in survey modules that are adaptable, able to assess various modes of SB, and that exhibit adequate reliability and validity. Future research could investigate the psychometric properties of the module we have proposed in this paper, as well as other questionnaires currently used in national and international population health surveys.
- Published
- 2017
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29. Recombinant Invasive Lactococcus lactis Carrying a DNA Vaccine Coding the Ag85A Antigen Increases INF-γ, IL-6, and TNF-α Cytokines after Intranasal Immunization
- Author
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Pamela Mancha-Agresti, Camila Prosperi de Castro, Janete S. C. dos Santos, Maíra A. Araujo, Vanessa B. Pereira, Jean G. LeBlanc, Sophie Y. Leclercq, and Vasco Azevedo
- Subjects
lactic acid bacteria ,Lactococcus lactis ,tuberculosis ,Ag85A ,mucosal vaccine ,Microbiology ,QR1-502 - Abstract
Tuberculosis (TB) remains a major threat throughout the world and in 2015 it caused the death of 1.4 million people. The Bacillus Calmette-Guérin is the only existing vaccine against this ancient disease; however, it does not provide complete protection in adults. New vaccines against TB are eminently a global priority. The use of bacteria as vehicles for delivery of vaccine plasmids is a promising vaccination strategy. In this study, we evaluated the use of, an engineered invasive Lactococcus lactis (expressing Fibronectin-Binding Protein A from Staphylococcus aureus) for the delivery of DNA plasmid to host cells, especially to the mucosal site as a new DNA vaccine against tuberculosis. One of the major antigens documented that offers protective responses against Mycobacterium tuberculosis is the Ag85A. L. lactis FnBPA+ (pValac:Ag85A) which was obtained and used for intranasal immunization of C57BL/6 mice and the immune response profile was evaluated. In this study we observed that this strain was able to produce significant increases in the amount of pro-inflammatory cytokines (IFN-γ, TNF-α, and IL-6) in the stimulated spleen cell supernatants, showing a systemic T helper 1 (Th1) cell response. Antibody production (IgG and sIgA anti-Ag85A) was also significantly increased in bronchoalveolar lavage, as well as in the serum of mice. In summary, these findings open new perspectives in the area of mucosal DNA vaccine, against specific pathogens using a Lactic Acid Bacteria such as L. lactis.
- Published
- 2017
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30. A UAV-Based Sensor System for Measuring Land Surface Albedo: Tested over a Boreal Peatland Ecosystem
- Author
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Francis Canisius, Shusen Wang, Holly Croft, Sylvain G. Leblanc, Hazen A.J. Russell, Jing Chen, and Rong Wang
- Subjects
UAV ,albedo ,hyperspectral ,Landsat 8 ,Sentinel-2 ,Motor vehicles. Aeronautics. Astronautics ,TL1-4050 - Abstract
A multiple sensor payload for a multi-rotor based UAV platform was developed and tested for measuring land surface albedo and spectral measurements at user-defined spatial, temporal, and spectral resolutions. The system includes a Matrice 600 UAV with an RGB camera and a set of four downward pointing radiation sensors including a pyranometer, quantum sensor, and VIS and NIR spectrometers, measuring surface reflected radiation. A companion ground unit consisting of a second set of identical sensors simultaneously measure downwelling radiation. The reflected and downwelling radiation measured by the four sensors are used for calculating albedo for the total shortwave broadband, visible band and any narrowband at a 1.5 nm spectral resolution within the range of 350–1100 nm. The UAV-derived albedo was compared with those derived from Landsat 8 and Sentinel-2 satellite observations. Results show the agreement between total shortwave albedo from UAV pyranometer and Landsat 8 (R2 = 0.73) and Sentinel-2 (R2 = 0.68). Further, total shortwave albedo was estimated from spectral measurements and compared with the satellite-derived albedo. This UAV-based sensor system promises to provide high-resolution multi-sensors data acquisition. It also provides maximal flexibility for data collection at low cost with minimal atmosphere influence, minimal site disturbance, flexibility in measurement planning, and ease of access to study sites (e.g., wetlands) in contrast with traditional data collection methods.
- Published
- 2019
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- View/download PDF
31. Multi-Omic Analysis of CIC’s Functional Networks Reveals Novel Interaction Partners and a Potential Role in Mitotic Fidelity
- Author
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Yuka Takemon, Véronique G. LeBlanc, Jungeun Song, Susanna Y. Chan, Stephen Dongsoo Lee, Diane L. Trinh, Shiekh Tanveer Ahmad, William R. Brothers, Richard D. Corbett, Alessia Gagliardi, Annie Moradian, J. Gregory Cairncross, Stephen Yip, Samuel A. J. R. Aparicio, Jennifer A. Chan, Christopher S. Hughes, Gregg B. Morin, Sharon M. Gorski, Suganthi Chittaranjan, and Marco A. Marra
- Subjects
Cancer Research ,CIC ,genetic networks ,proteomic interactions ,single-cell sequencing ,cell cycle ,mitosis ,splicing ,Oncology - Abstract
CIC encodes a transcriptional repressor and MAPK signalling effector that is inactivated by loss-of-function mutations in several cancer types, consistent with a role as a tumour suppressor. Here, we used bioinformatic, genomic, and proteomic approaches to investigate CIC’s interaction networks. We observed both previously identified and novel candidate interactions between CIC and SWI/SNF complex members, as well as novel interactions between CIC and cell cycle regulators and RNA processing factors. We found that CIC loss is associated with an increased frequency of mitotic defects in human cell lines and an in vivo mouse model and with dysregulated expression of mitotic regulators. We also observed aberrant splicing in CIC-deficient cell lines, predominantly at 3′ and 5′ untranslated regions of genes, including genes involved in MAPK signalling, DNA repair, and cell cycle regulation. Our study thus characterises the complexity of CIC’s functional network and describes the effect of its loss on cell cycle regulation, mitotic integrity, and transcriptional splicing, thereby expanding our understanding of CIC’s potential roles in cancer. In addition, our work exemplifies how multi-omic, network-based analyses can be used to uncover novel insights into the interconnected functions of pleiotropic genes/proteins across cellular contexts.
- Published
- 2023
32. Reducing Stress and Increasing Mindfulness in Nursing Students: An Online Mindfulness Intervention Study
- Author
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Raeann G. LeBlanc and Joy S. Garmaise-Yee
- Subjects
Mindfulness ,education ,Five Facet Mindfulness Questionnaire ,Perceived Stress Scale ,Convenience sample ,General Medicine ,Intervention studies ,Education ,Mean stress ,Nursing ,Intervention (counseling) ,Stress (linguistics) ,Psychology ,General Nursing - Abstract
This pilot study evaluated the outcomes of stress and mindfulness among a convenience sample (n = 60) of nursing students. Students participated in an online mindfulness-based intervention and completed the Perceived Stress Scale and the Five Facet Mindfulness Questionnaire. Although mean stress scores lowered, there was no statistically significant reduction in stress. There were significant increases in mindfulness scores (posttest, p = .000) that were sustained at four-week follow-up (p = .012). Larger increases in mindfulness were associated with larger decreases in stress.
- Published
- 2021
33. Use of a Personal Sleep Self-Monitoring Device for Sleep Self-Management: A Feasibility Study
- Author
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Raeann G LeBlanc, Cynthia S. Jacelon, and Maral Torossian
- Subjects
Self-management ,030504 nursing ,Self-Management ,Social environment ,Gerontological nursing ,Article ,03 medical and health sciences ,0302 clinical medicine ,International Classification of Functioning, Disability and Health ,Numeracy ,Intervention (counseling) ,Self-monitoring ,Feasibility Studies ,Humans ,030212 general & internal medicine ,Sleep (system call) ,Sleep ,0305 other medical science ,Psychology ,Gerontology ,General Nursing ,Aged ,Clinical psychology - Abstract
BACKGROUND: Disruption of sleep occurs in up to 50% of individuals above the age of 65 with chronic health conditions. Actigraphy-based personal sleep monitoring devices (PSMD) have been used as objective measures of sleep in clinical trials. Yet, the feasibility of PSMD use to improve knowledge and awareness as part of a comprehensive sleep self-management intervention in older adults has not been explored. PURPOSE: The purpose of this study was to establish feasibility of PSMD use as an intervention for sleep self-management in older adults. METHODS: This feasibility study followed a mixed-methods experimental design based upon the World Health Organization’s International Classification of Functioning, Disability, and Health (ICF) and the proposed conceptual model of symptom management in a social context. RESULTS: Results showed an acceptable recruitment and retention rate of participants, and acceptability of PSMD by users. Participants were able to meaningfully interpret PSMD data as evidenced by the numeracy evaluation scores, initiate sleep goals, and share their sleep data and goals with friends or relatives. CONCLUSION: Findings of this study support extending this research protocol to a larger sample size. Future studies for sleep health self-management and personally tailored interventions using personal sleep monitoring are recommended. PSMDs are becoming increasingly popular, and can be used as self-management tools in older persons with sleep disturbances, to gain insight into their sleep, and tailor individual and shared sleep self-management interventions.
- Published
- 2021
34. Are children like werewolves? Full moon and its association with sleep and activity behaviors in an international sample of children
- Author
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Jean-Philippe eChaput, Madyson eWeippert, Allana G. LeBlanc, Mads F. Hjorth, Kim F. Michaelsen, Peter T. Katzmarzyk, Mark S. Tremblay, Tiago V. Barreira, Stephanie T. Broyles, Mikael eFogelholm, Gang eHu, Rebecca eKuriyan, Anura eKurpad, Estelle V. Lambert, Carol eMaher, Jose eMaia, Victor eMatsudo, Timothy eOlds, Vincent eOnywera, Olga L. Sarmiento, Martyn eStandage, Catrine eTudor-Locke, Pei eZhao, and Anders M. Sjödin
- Subjects
Sleep ,physical activity ,Children ,sedentary behavior ,Moon ,Lunar cycle ,Pediatrics ,RJ1-570 - Abstract
In order to verify if the full moon is associated with sleep and activity behaviors, we used a 12-country study providing 33710 24-hour accelerometer recordings of sleep and activity. The present observational, cross-sectional study included 5812 children ages 9-11 years from study sites that represented all inhabited continents and wide ranges of human development (Australia, Brazil, Canada, China, Colombia, Finland, India, Kenya, Portugal, South Africa, United Kingdom and United States). Three moon phases were used in this analysis: full moon (±4 days; reference), half moon (±5-9 days) and new moon (±10-14 days) from nearest full moon. Nocturnal sleep duration, moderate-to-vigorous physical activity (MVPA), light-intensity physical activity (LPA) and total sedentary time (SED) were monitored over 7 consecutive days using a waist-worn accelerometer worn 24 hours a day. Only sleep duration was found to significantly differ between moon phases (~5 min per night shorter during full moon compared to new moon). Differences in MVPA, LPA and SED between moon phases were negligible and non-significant (
- Published
- 2016
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35. Biomarkers of Exposure to Polycyclic Aromatic Hydrocarbons and Cognitive Function among Elderly in the United States (National Health and Nutrition Examination Survey: 2001-2002).
- Author
-
Elizabeth A Best, Elizabeth Juarez-Colunga, Katherine James, William G LeBlanc, and Berrin Serdar
- Subjects
Medicine ,Science - Abstract
Recent studies report a link between common environmental exposures, such as particulate matter air pollution and tobacco smoke, and decline in cognitive function. The purpose of this study was to assess the association between exposure to polycyclic aromatic hydrocarbons (PAHs), a selected group of chemicals present in particulate matter and tobacco smoke, and measures of cognitive performance among elderly in the general population. This cross-sectional analysis involved data from 454 individuals aged 60 years and older from the 2001-2002 National Health and Nutrition Examination Survey. The association between PAH exposures (as measured by urinary biomarkers) and cognitive function (digit symbol substitution test (DSST)) was assessed using multiple linear regression analyses. After adjusting for age, socio-economic status and diabetes we observed a negative association between urinary 1-hydroxypyrene, the gold standard of PAH exposure biomarkers, and DSST score. A one percent increase in urinary 1-hydroxypyrene resulted in approximately a 1.8 percent poorer performance on the digit symbol substitution test. Our findings are consistent with previous publications and further suggest that PAHs, at least in part may be responsible for the adverse cognitive effects linked to tobacco smoke and particulate matter air pollution.
- Published
- 2016
- Full Text
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36. Intermittent exposure to whole cigarette smoke alters the differentiation of primary small airway epithelial cells in the air-liquid interface culture
- Author
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Julia A. Gindele, Haijun Zhang, M.J. Thomas, Ronald G. Crystal, Fabian Heinemann, Michael Brendel, Yael Strulovici-Barel, Kerstin Benediktus, Christian T. Wohnhaas, Birgit Stierstorfer, Gerald Birk, Michelle G. LeBlanc, J. Schymeinsky, Karsten Quast, and Tobias Kiechle
- Subjects
0301 basic medicine ,Adult ,Male ,Primary Cell Culture ,lcsh:Medicine ,Respiratory Mucosa ,Article ,Andrology ,03 medical and health sciences ,Pulmonary Disease, Chronic Obstructive ,0302 clinical medicine ,In vivo ,ddc:570 ,Smoke ,Epithelial Physiology ,Medicine ,Humans ,lcsh:Science ,Bronchioles ,Cells, Cultured ,Aged ,COPD ,Multidisciplinary ,business.industry ,Cilium ,Chronic obstructive pulmonary disease ,Smoking ,lcsh:R ,RNA ,Cell Differentiation ,Epithelial Cells ,Tobacco Products ,Middle Aged ,medicine.disease ,In vitro ,respiratory tract diseases ,Respiratory system models ,030104 developmental biology ,Mechanisms of disease ,030228 respiratory system ,Cell culture ,Female ,lcsh:Q ,business ,Airway - Abstract
Cigarette smoke (CS) is the leading risk factor to develop COPD. Therefore, the pathologic effects of whole CS on the differentiation of primary small airway epithelial cells (SAEC) were investigated, using cells from three healthy donors and three COPD patients, cultured under ALI (air-liquid interface) conditions. The analysis of the epithelial physiology demonstrated that CS impaired barrier formation and reduced cilia beat activity. Although, COPD-derived ALI cultures preserved some features known from COPD patients, CS-induced effects were similarly pronounced in ALI cultures from patients compared to healthy controls. RNA sequencing analyses revealed the deregulation of marker genes for basal and secretory cells upon CS exposure. The comparison between gene signatures obtained from the in vitro model (CS vs. air) with a published data set from human epithelial brushes (smoker vs. non-smoker) revealed a high degree of similarity between deregulated genes and pathways induced by CS. Taken together, whole cigarette smoke alters the differentiation of small airway basal cells in vitro. The established model showed a good translatability to the situation in vivo. Thus, the model can help to identify and test novel therapeutic approaches to restore the impaired epithelial repair mechanisms in COPD, which is still a high medical need.
- Published
- 2020
37. Dynamical stabilization and traveling waves in integrodifference equations
- Author
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Victor G. LeBlanc, Frithjof Lutscher, and Adèle Bourgeois
- Subjects
Physics ,Classical mechanics ,Linear stability analysis ,Applied Mathematics ,Dynamics (mechanics) ,Traveling wave ,Discrete Mathematics and Combinatorics ,State (functional analysis) ,Wake ,Stability (probability) ,Analysis ,Stable state - Abstract
Integrodifference equations are discrete-time analogues of reaction-diffusion equations and can be used to model the spatial spread and invasion of non-native species. They support solutions in the form of traveling waves, and the speed of these waves gives important insights about the speed of biological invasions. Typically, a traveling wave leaves in its wake a stable state of the system. Dynamical stabilization is the phenomenon that an unstable state arises in the wake of such a wave and appears stable for potentially long periods of time, before it is replaced with a stable state via another transition wave. While dynamical stabilization has been studied in systems of reaction-diffusion equations, we here present the first such study for integrodifference equations. We use linear stability analysis of traveling-wave profiles to determine necessary conditions for the emergence of dynamical stabilization and relate it to the theory of stacked fronts. We find that the phenomenon is the norm rather than the exception when the non-spatial dynamics exhibit a stable two-cycle.
- Published
- 2020
38. Social relationship influence on self-care and health among older people living with long term conditions: A mixed-methods study
- Author
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Raeann G. LeBlanc, Lisa Chiodo, and Cynthia S. Jacelon
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Self Care ,Cross-Sectional Studies ,Caregivers ,Humans ,Social Support ,Interpersonal Relations ,Independent Living ,Gerontology ,Aged - Abstract
Social relationships influence health, yet less is known on how social relationships influence self-care among older people living with multiple long-term conditions.The purpose of this study was to determine how social networks influence therapeutic self-care behaviours and health among community dwelling older people living with multiple long-term conditions.Explanatory sequential mixed-methods.Community dwelling older people living in the Northeast United States.A cross-sectional sample of eighty-nine people aged sixty-five and older participated in telephone surveys. A nested sample of twelve participants completed a follow-up open-ended interview. Descriptive statistics, bivariate correlations and regression statistics were used to examine the associations between social network features and functions with the dependent variables of therapeutic self-care behaviours and health. Qualities that emphasised the contexts of the relationships were integrated in the data analysis.The strength of the social network and level of social support influenced the outcomes of therapeutic self-care and mental health. Thematic analysis expanded this explanation of self-care in relation to social network size, psycho-social support, activation of support, interaction frequency and type.In supporting older people living with multiple long-term conditions, this nursing research offers new ways to understand close social relationships influence on self-care in developing systems of care at the community level.Designing care systems that include small trusted formal and informal caregivers that integrate social network members could improve health outcomes and improve access to supportive resources.
- Published
- 2022
39. Satellite observations for detection of dust from mining activities in a caribou habitat, Northwest Territories and Nunavut
- Author
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H P White, W Chen, and S G Leblanc
- Abstract
Diamond mining via open pit mining has been ongoing within the Tlicho region of the Northwest Territories for several decades, which includes the habitat range of the Bathurst Caribou Herd. This has led to the importance of quantitative characterization of the Zone Of Influence (ZOI), where resource development activities may be influencing the natural behaviour of the caribou herd in the tundra environment. As part of better defining and understanding the ZOI in this region, an initiative to evaluate the potential of detecting and mapping mine waste rock dust in the surrounding environment is explored. This dust has been shown to coat foliage near roads, influencing the acidity levels of the surficial soil layer and impacting the foliage distribution. To this end, field spectrometry was acquired at various distances from road ways. Satellite imagery from the Proba-1 CHRIS hyperspectral sensor and the multi-spectral Sentinel-2a system were also acquired of the region. This presentation presents the initial spectral analysis pursued to evaluate the potential to remotely spectrally detect waste rock dust material used in road construction in the surrounding tundra vegetation. Initial analysis of the Proba-1 CHRIS hyperspectral imagery shows spectral indicators of fugitive dust and waste rock easily detects the road and suggests detectable dust concentration above ambient up to a distance of under 1km from the road.
- Published
- 2022
40. A Report of Florida’s Cancer History, Risk Factors, and Screening Behaviors: Data from the National Health Interview Survey
- Author
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Laura A. McClure, Tainya C. Clarke, Cristina A. Fernandez, Kristopher L. Arheart, William G. LeBlanc, Lora E. Fleming, and David J. Lee
- Subjects
Public aspects of medicine ,RA1-1270 - Abstract
To target populations at greatest risk ofdeveloping cancer, it is vital to understand the patterns ofrisk factors and screening behaviors along with cancer surveillance data. This study provides data on the prevalence of self-reported cancer history, can- cer risk factors, and cancer screening behaviors in Florida and compares them to rates in the rest ofthe U.S. Data were obtained from the National Health Interview Survey (NHIS), an annual, cross-sectional household survey of the U.S. civilian non-institutionalized population. We analyzed pooled data from the 2000 and 2005 Cancer Control Modules. Compared to the rest of the U.S., Floridians reported a lower prevalence of current smoking, risky drinking, and obesity, and a greater pre- valence of Prostate Specific Antigen (PSA) testing. However, Floridians reported a greater prevalence ofcancer history and a lower prevalence of physical activity, concern for sun protection, lifetime colorectal cancer screening, lifetime breast exam, life- time mammography screening, and lifetime and past year Pap test. The data indicate that Florida lags behind the rest of the U.S. in several areas, particularly cancer screening, and falls short ofthe Healthy People 2020 objectives for health behaviors and screening. These results provide information for key stakeholders and public health policy makers to effectively target Flor- ida residents at greatest risk for cancer and those not receiving recommended cancer screenings. This study also represents a model ofvaluable state-level evaluations that can be conducted using NHIS data. These types of analyses can provide a great- er understanding of state-level variations and lead to more effective public health interventions aimed at reducing cancer burden.
- Published
- 2012
41. The Contegra conduit: Late outcomes in right ventricular outflow tract reconstruction
- Author
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Anthony A Holmes, Steve Co, Derek G Human, Jacques G LeBlanc, and Andrew IM Campbell
- Subjects
Contegra ,outcome ,pulmonary ,reintervention ,risk factor ,Medicine ,Pediatrics ,RJ1-570 ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Abstract
Objectives: To report the clinical outcomes (early death, late death, and rate of reintervention) and performance of the Contegra conduit as a right ventricle outflow tract implant and to determine the risk factors for early reintervention. Methods: Forty-nine Contegra conduits were implanted between January 2002 and June 2009. Data collection was retrospective. The mean age and follow-up duration of Contegra recipients was 3.5 ± 4.6 years and 4.2 ± 2.0 years, respectively. Results: There were three deaths (two early, one late), giving a survival rate of 93.9%. The rate of conduit-related reintervention was 19.6% and was most often due to distal conduit stenosis. Age at implantation of 22 mm) remains the first choice of implant in older children. The rates of reintervention are significantly higher with a diagnosis of truncus arteriosus, age at implantation of
- Published
- 2012
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42. A multi-scale analytical canopy (MAC) reflectance model based on the angular second order gap size distribution.
- Author
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Richard Fernandes 0001, Sylvain G. Leblanc, and Anita Simic
- Published
- 2003
- Full Text
- View/download PDF
43. Correction to: Tempo-spatial patterns of PM2.5 measured using a portable particulate monitor around a mine complex in Canada’s Arctic
- Author
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Jody S. Pellissey, Sylvain G. Leblanc, Bruno Croft, H. Peter White, Anne Gunn, John Boulanger, Andrea Patenaude, Wenjun Chen, Karin Clark, and Laura Meinert
- Subjects
Oceanography ,Arctic ,Spatial ecology ,Environmental science ,General Medicine ,Management, Monitoring, Policy and Law ,Particulates ,Pollution ,General Environmental Science - Published
- 2021
44. Homeless Games: using a physical activity and sports program to assist seniors living in itinerant conditions
- Author
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Catherine Sonier and Roger G. Leblanc
- Subjects
isolement social ,itinérance ,sant�� ,gerontology ,social isolation ,g��rontologie ,Physical activity ,gérontologie ,itin��rance ,physical activity ,health ,activité physique ,medicine ,activit�� physique ,Sociology ,Social isolation ,medicine.symptom ,santé ,Social history and conditions. Social problems. Social reform ,homelessness ,Humanities ,HN1-995 - Abstract
L���itin��rance est une probl��matique grandissante au Canada. Elle est engendr��e par les in��galit��s et les injustices sociales envers les populations vuln��rables telles que les personnes a��n��es. Les b��n��fices du sport et de l���activit�� physique pour contrer l���itin��rance sont mal compris autant par les intervenants en sant�� que de la classe ��lue. Les politiques en place actuellement ne comportent pas de solutions claires et permanentes �� ce ph��nom��ne. C���est pourquoi nous proposons une solution innovatrice qui permet de toucher le c��ur du probl��me de l���itin��rance. L���activit�� physique et le sport (APS) a des r��percussions consid��rables sur toutes les sph��res du bien-��tre en plus d�����tre un v��hicule de valeurs et d���habilet��s essentielles. Ces apprentissages favorisent le d��veloppement personnel, limitent l���utilisation de substances illicites et permettent de construire un r��seau de soutien de qualit��, ce qui contribue �� la r��int��gration efficace �� la soci��t�� et l���acc��s �� un logement abordable. Ce sont les Homeless Games, un ��v��nement sportif annuel qui permet aux personnes vivant dans l���itin��rance (PVI) de pratiquer un sport comp��titif, qui a inspir�� cette proposition. De plus, bien que les ressources soient limit��es, l���int��r��t des PVI et des organismes de bienfaisance est ��norme. Les r��sultats sont positifs, l���implantation d���un programme d���activit��s physiques et sportives communautaires est possible et augmente le capital social. Il est possible de mettre un terme �� l���itin��rance en utilisant l���activit�� physique et le sport comme un outil d���intervention au sein des ��quipes interdisciplinaires qui s���attardent �� r��duire ou du moins ralentir l���itin��rance., Homelessness is a growing problem in Canada. Its causes stem from inequalities and social injustices towards vulnerable populations such as that of seniors. The benefits of sport and physical activity to counter homelessness are misunderstood by both health care providers and elected officials. The current policies do not include a clear and permanent solution to this phenomenon. Therefore, we are proposing an innovative solution that touches the heart of the homelessness problem. Physical activity and sport (PSA) can have a significant impact on all areas of well-being and is a vehicle of values and essential skills. These learnings promote personal development, limit the use of illicit substances, and build a quality support network, which contributes to effective reintegration into society and access to affordable housing. The Homeless Games, an annual sporting event that encourages the homelessness to participate in sport and leisure programs, that inspired this proposal. In addition, although resources are limited, the interest of homeless individuals and charitable organisations is remarkable. The results are positive, the implementation of a program of physical activities and sports in the community should be made possible and would increases social capital. It is possible to end homelessness by using physical activity and sport programming as an intervention tool within interdisciplinary teams that focus on reducing or at least slowing down the phenomenon of homelessness., Trayectorias Humanas Trascontinentales, N�� 11 | 2021
- Published
- 2021
- Full Text
- View/download PDF
45. Integrative multi-omic analysis reveals neurodevelopmental gene dysregulation in CIC-knockout and IDH1-mutant cells
- Author
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Veronique G. LeBlanc, Jungeun Song, Stephen D. Lee, and Marco A. Marra
- Subjects
Epigenomics ,Mutant ,Oligodendroglioma ,Context (language use) ,Biology ,medicine.disease_cause ,Pathology and Forensic Medicine ,Epigenesis, Genetic ,Transcriptome ,03 medical and health sciences ,Epigenome ,0302 clinical medicine ,medicine ,Humans ,Gene ,030304 developmental biology ,Cell Line, Transformed ,Genetics ,0303 health sciences ,Mutation ,Brain Neoplasms ,Gene Expression Profiling ,Receptor, EphA2 ,Wild type ,Gene Expression Regulation, Developmental ,DNA Methylation ,Isocitrate Dehydrogenase ,Gene Expression Regulation, Neoplastic ,Repressor Proteins ,NFI Transcription Factors ,Cell Transformation, Neoplastic ,NFIA ,030220 oncology & carcinogenesis ,Astrocytes ,Gene Knockdown Techniques - Abstract
Capicua (CIC)'s transcriptional repressor function is implicated in neurodevelopment and in oligodendroglioma (ODG) aetiology. However, CIC's role in these contexts remains obscure, primarily from our currently limited knowledge regarding its biological functions. Moreover, CIC mutations in ODG invariably co-occur with a neomorphic IDH1/2 mutation, yet the functional relationship between these two genetic events is unknown. Here, we analysed models derived from an E6/E7/hTERT-immortalized (i.e. p53- and RB-deficient) normal human astrocyte cell line. To examine the consequences of CIC loss, we compared transcriptomic and epigenomic profiles between CIC wild-type and knockout cell lines, with and without mutant IDH1 expression. Our analyses revealed dysregulation of neurodevelopmental genes in association with CIC loss. CIC ChIP-seq was also performed to expand upon the currently limited ensemble of known CIC target genes. Among the newly identified direct CIC target genes were EPHA2 and ID1, whose functions are linked to neurodevelopment and the tumourigenicity of in vivo glioma tumour models. NFIA, a known mediator of gliogenesis, was discovered to be uniquely overexpressed in CIC-knockout cells expressing mutant IDH1-R132H protein. These results identify neurodevelopment and specific genes within this context as candidate targets through which CIC alterations may contribute to the progression of IDH-mutant gliomas. © 2021 The Authors. The Journal of Pathology published by John WileySons, Ltd on behalf of The Pathological Society of Great Britain and Ireland.
- Published
- 2021
46. Reducing Stress and Increasing Mindfulness in Nursing Students: An Online Mindfulness Intervention Study
- Author
-
Joy S, Garmaise-Yee and Raeann G, LeBlanc
- Subjects
Surveys and Questionnaires ,Humans ,Students, Nursing ,Pilot Projects ,Mindfulness ,Stress, Psychological - Abstract
This pilot study evaluated the outcomes of stress and mindfulness among a convenience sample ( n = 60) of nursing students. Students participated in an online mindfulness-based intervention and completed the Perceived Stress Scale and the Five Facet Mindfulness Questionnaire. Although mean stress scores lowered, there was no statistically significant reduction in stress. There were significant increases in mindfulness scores (posttest, p = .000) that were sustained at four-week follow-up ( p = .012). Larger increases in mindfulness were associated with larger decreases in stress.
- Published
- 2021
47. Thrombotic Risk Determined by STAB 2 Variants in a Population-Based Cohort Study
- Author
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Eric Manderstedt, Christer Halldén, Christina Lind-Halldén, Johan Elf, Peter J. Svensson, Gunnar Engström, Olle Melander, Aris Baras, Luca A Lotta, Bengt Zöller, Goncalo Abecasis, Michael Cantor, Giovanni Coppola, John D. Overton, Jeffrey G. Reid, Alan Shuldiner, Katia Karalis, Katherine Siminovitch, Christina Beechert, Caitlin Forsythe, Erin D. Fuller, Zhenhua Gu, Michael Lattari, Alexander Lopez, Thomas D. Schleicher, Maria Sotiropoulos Padilla, Louis Widom, Sarah E. Wolf, Manasi Pradhan, Kia Manoochehri, Ricardo H. Ulloa, Xiaodong Bai, Suganthi Balasubramanian, Andrew Blumenfeld, Boris Boutkov, Gisu Eom, Lukas Habegger, Alicia Hawes, Shareef Khalid, Olga Krasheninina, Rouel Lanche, Adam J. Mansfield, Evan K. Maxwell, Mrunali Nafde, Sean O’Keeffe, Max Orelus, Razvan Panea, Tommy Polanco, Ayesha Rasool, William Salerno, Jeffrey C. Staples, Niek Verweij, Jonas Nielsen, Tanima De, Marcus B. Jones, Jason Mighty, Michelle G. LeBlanc, and Lyndon J. Mitnaul
- Subjects
Thrombotic risk ,medicine.medical_specialty ,education.field_of_study ,business.industry ,Population ,General Medicine ,medicine.disease ,Thrombosis ,Population based cohort ,Internal medicine ,Medicine ,business ,education ,Venous thromboembolism - Published
- 2021
48. Leveraging AI to Estimate Caribou Lichen in UAV Orthomosaics from Ground Photo Datasets
- Author
-
Sylvain G. Leblanc, Wenjun Chen, Krishan Rajaratnam, Galen Richardson, and Julie Lovitt
- Subjects
orthomosaics ,Contextual image classification ,Pixel ,Artificial neural network ,Computer science ,UAV ,Aerospace Engineering ,TL1-4050 ,Vegetation ,artificial intelligence ,Convolutional neural network ,lichen mapping ,Computer Science Applications ,Random forest ,Control and Systems Engineering ,Spatial ecology ,RGB color model ,Information Systems ,Remote sensing ,Motor vehicles. Aeronautics. Astronautics ,image classification - Abstract
Relating ground photographs to UAV orthomosaics is a key linkage required for accurate multi-scaled lichen mapping. Conventional methods of multi-scaled lichen mapping, such as random forest models and convolutional neural networks, heavily rely on pixel DN values for classification. However, the limited spectral range of ground photos requires additional characteristics to differentiate lichen from spectrally similar objects, such as bright logs. By applying a neural network to tiles of a UAV orthomosaics, additional characteristics, such as surface texture and spatial patterns, can be used for inferences. Our methodology used a neural network (UAV LiCNN) trained on ground photo mosaics to predict lichen in UAV orthomosaic tiles. The UAV LiCNN achieved mean user and producer accuracies of 85.84% and 92.93%, respectively, in the high lichen class across eight different orthomosaics. We compared the known lichen percentages found in 77 vegetation microplots with the predicted lichen percentage calculated from the UAV LiCNN, resulting in a R2 relationship of 0.6910. This research shows that AI models trained on ground photographs effectively classify lichen in UAV orthomosaics. Limiting factors include the misclassification of spectrally similar objects to lichen in the RGB bands and dark shadows cast by vegetation.
- Published
- 2021
- Full Text
- View/download PDF
49. Smoking shifts human small airway epithelium club cells toward a lesser differentiated population
- Author
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Philip L. Leopold, Ronald G. Crystal, Yael Strulovici-Barel, Robert J. Kaner, Wu-Lin Zuo, Sarah L. O’Beirne, Michelle G. LeBlanc, Jason G. Mezey, and Mahboubeh Rostami
- Subjects
education.field_of_study ,Molecular medicine ,Effector ,ETS transcription factor family ,Cell ,Population ,QH426-470 ,Biology ,Article ,Cell biology ,medicine.anatomical_structure ,Club cell ,Genetics ,medicine ,Medicine ,Respiratory epithelium ,education ,human activities ,Molecular Biology ,Biomarkers ,Genetics (clinical) ,Cyclin ,Progenitor - Abstract
The club cell, a small airway epithelial (SAE) cell, plays a central role in human lung host defense. We hypothesized that subpopulations of club cells with distinct functions may exist. The SAE of healthy nonsmokers and healthy cigarette smokers were evaluated by single-cell RNA sequencing, and unsupervised clustering revealed subpopulations of SCGCB1A1+KRT5loMUC5AC− club cells. Club cell heterogeneity was supported by evaluations of SAE tissue sections, brushed SAE cells, and in vitro air–liquid interface cultures. Three subpopulations included: (1) progenitor; (2) proliferating; and (3) effector club cells. The progenitor club cell population expressed high levels of mitochondrial, ribosomal proteins, and KRT5 relative to other club cell populations and included a differentiation branch point leading to mucous cell production. The small proliferating population expressed high levels of cyclins and proliferation markers. The effector club cell cluster expressed genes related to host defense, xenobiotic metabolism, and barrier functions associated with club cell function. Comparison of smokers vs. nonsmokers demonstrated that smoking limited the extent of differentiation of all three subclusters and altered SAM pointed domain-containing Ets transcription factor (SPDEF)-regulated transcription in the effector cell population leading to a change in the location of the branch point for mucous cell production, a potential explanation for the concomitant reduction in effector club cells and increase in mucous cells in smokers. These observations provide insights into both the makeup of human SAE club cell subpopulations and the smoking-induced changes in club cell biology.
- Published
- 2021
50. BRDF normalization of hyperspectral image data.
- Author
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H. Peter White, Lixin Sun, Catherine M. Champagne, Karl Staenz, and Sylvain G. Leblanc
- Published
- 2002
- Full Text
- View/download PDF
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