41 results on '"Soucy JR"'
Search Results
2. Unraveling the developmental heterogeneity within the human retina to reconstruct the continuity of retinal ganglion cell maturation and stage-specific intrinsic and extrinsic factors.
- Author
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Kriukov E, Soucy JR, Labrecque E, and Baranov P
- Abstract
Tissue development is a complex spatiotemporal process with multiple interdependent components. Anatomical, histological, sequencing, and evolutional strategies can be used to profile and explain tissue development from different perspectives. The introduction of scRNAseq methods and the computational tools allows to deconvolute developmental heterogeneity and draw a decomposed uniform map. In this manuscript, we decomposed the development of a human retina with a focus on the retinal ganglion cells (RGC). To increase the temporal resolution of retinal cell classes maturation state we assumed the working hypothesis that that maturation of retinal ganglion cells is a continuous, non-discrete process. We have assembled the scRNAseq atlas of human fetal retina from fetal week 8 to week 27 and applied the computational methods to unravel maturation heterogeneity into a uniform maturation track. We align RGC transcriptomes in pseudotime to map RGC developmental fate trajectories against the broader timeline of retinal development. Through this analysis, we identified the continuous maturation track of RGC and described the cell-intrinsic (DEGs, maturation gene profiles, regulons, transcriptional motifs) and -extrinsic profiles (neurotrophic receptors across maturation, cell-cell interactions) of different RGC maturation states. We described the genes involved in the retina and RGC maturation, including de novo RGC maturation drivers. We demonstrate the application of the human fetal retina atlas as a reference tool, allowing automated annotation and universal embedding of scRNAseq data. Altogether, our findings deepen the current knowledge of the retina and RGC maturation by bringing in the maturation dimension for the cell class vs. state analysis. We show how the pseudotime application contributes to developmental-oriented analyses, allowing to order the cells by their maturation state. This approach not only improves the downstream computational analysis but also provides a true maturation track transcriptomics profile., Competing Interests: Competing interests: The authors declare no conflict of interest.
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- 2024
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3. Retinal Ganglion Cell Transplantation: Differentiation and Quantification Strategies.
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Soucy JR, Malechka VV, and Baranov P
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- Animals, Mice, Humans, Stem Cell Transplantation methods, Cell Culture Techniques methods, Retina cytology, Organoids cytology, Organoids transplantation, Retinal Ganglion Cells cytology, Cell Differentiation, Glaucoma therapy, Glaucoma surgery
- Abstract
Glaucoma is a leading cause of irreversible blindness worldwide. Current treatments focus on reducing intraocular pressure but cannot restore lost visual function once it is lost due to retinal ganglion cell (RGC) degeneration and death. Recent advances suggest that transplantation of stem cell-derived RGCs could offer new therapeutic approaches for glaucoma and vision restoration. Here, we present a detailed protocol for differentiating human RGCs from embryonic stem cells using both three-dimensional retinal organoid and two-dimensional culture approaches. Following differentiation, we describe methods for isolating and purifying retinal ganglion cells from these cultures and their subsequent transplantation into the mouse retina, with careful monitoring and postoperative care to ensure successful integration. Finally, we describe a quantitative method for assessing transplantation outcomes involving confocal imaging of retinal flat-mounts and custom ImageJ and MATLAB scripts to map and analyze the spatial distribution of donor RGCs within the host retina. Altogether, this approach provides a robust framework for exploring RGC transplantation as a potential therapy for vision loss in glaucoma and other optic neuropathies., (© 2025. The Author(s), under exclusive license to Springer Science+Business Media, LLC, part of Springer Nature.)
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- 2025
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4. Public transit mobility as a leading indicator of COVID-19 transmission in 40 cities during the first wave of the pandemic.
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Soucy JR, Sturrock SL, Berry I, Westwood DJ, Daneman N, Fisman D, MacFadden DR, and Brown KA
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- Humans, Longitudinal Studies, Pandemics, Public Health, COVID-19 epidemiology, COVID-19 transmission, Cities epidemiology, SARS-CoV-2, Transportation
- Abstract
Background: The rapid global emergence of the COVID-19 pandemic in early 2020 created urgent demand for leading indicators to track the spread of the virus and assess the consequences of public health measures designed to limit transmission. Public transit mobility, which has been shown to be responsive to previous societal disruptions such as disease outbreaks and terrorist attacks, emerged as an early candidate., Methods: We conducted a longitudinal ecological study of the association between public transit mobility reductions and COVID-19 transmission using publicly available data from a public transit app in 40 global cities from March 16 to April 12, 2020. Multilevel linear regression models were used to estimate the association between COVID-19 transmission and the value of the mobility index 2 weeks prior using two different outcome measures: weekly case ratio and effective reproduction number., Results: Over the course of March 2020, median public transit mobility, measured by the volume of trips planned in the app, dropped from 100% (first quartile (Q
1 )-third quartile (Q3 ) = 94-108%) of typical usage to 10% (Q1 -Q3 = 6-15%). Mobility was strongly associated with COVID-19 transmission 2 weeks later: a 10% decline in mobility was associated with a 12.3% decrease in the weekly case ratio (exp( β ) = 0.877; 95% confidence interval (CI): [0.859-0.896]) and a decrease in the effective reproduction number ( β = -0.058; 95% CI: [-0.068 to -0.048]). The mobility-only models explained nearly 60% of variance in the data for both outcomes. The adjustment for epidemic timing attenuated the associations between mobility and subsequent COVID-19 transmission but only slightly increased the variance explained by the models., Discussion: Our analysis demonstrated the value of public transit mobility as a leading indicator of COVID-19 transmission during the first wave of the pandemic in 40 global cities, at a time when few such indicators were available. Factors such as persistently depressed demand for public transit since the onset of the pandemic limit the ongoing utility of a mobility index based on public transit usage. This study illustrates an innovative use of "big data" from industry to inform the response to a global pandemic, providing support for future collaborations aimed at important public health challenges., Competing Interests: The authors declare that they have no competing interests., (© 2024 Soucy et al.)- Published
- 2024
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5. Sustained neurotrophic factor cotreatment enhances donor and host retinal ganglion cell survival in mice.
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Soucy JR, Kriukov E, Oswald J, Phay M, Masland J, Pernstich C, and Baranov P
- Abstract
Retinal ganglion cells (RGCs) lack regenerative capacity in mammals, and their degeneration in glaucoma leads to irreversible blindness. The transplantation of stem cell-derived RGCs lacks clinically relevant effect due to insufficient survival and integration of donor cells. We hypothesize that the retinal microenvironment plays a critical role in this process, and we can engineer a more acceptable setting for transplantation. Since the adult mammalian retina does not have regenerative capacity, we turned to the developing human retina to reconstruct cell-cell interactions at a single-cell level. We established a human fetal retina atlas by integrating currently available single-cell RNA sequencing datasets of human fetal retinas into a unified resource. We align RGC transcriptomes in pseudotime to map RGC developmental fate trajectories against the broader timeline of retinal development. Through this analysis, we identified brain-derived neurotrophic factor (BDNF) and glial-derived neurotrophic factor (GDNF) as key factors in RGC survival, highly expressed during fetal development but significantly reduced in adulthood despite the persistence of their receptors. To demonstrate the practical application of these findings, we show that using a slow-release formulation of BDNF and GDNF enhances RGC differentiation, survival, and function in vitro and improves RGC transplantation outcomes in a mouse model. BNDF/GDNF co-treatment not only increased survival and coverage of donor RGCs within the retina but also showed neuroprotective effects on host RGCs, preserving retinal function in a model of optic neuropathy. Altogether, our findings suggest that manipulating the retinal microenvironment with slow-release neurotrophic factors holds promise in regenerative medicine for treating glaucoma and other optic neuropathies. This approach not only improves donor cell survival and integration but also provides a neuroprotective benefit to host cells, indicating a significant advancement for glaucoma therapies.
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- 2024
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6. An Evaluation of the Impact of an OPEN Stewardship Generated Feedback Intervention on Antibiotic Prescribing among Primary Care Veterinarians in Canada and Israel.
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Acharya KR, Cohen A, Brankston G, Soucy JR, Hulth A, Löfmark S, Brownstein JS, Davidovich N, Ellen ME, Fisman DN, Moran-Gilad J, Steinman A, MacFadden DR, and Greer AL
- Abstract
An interrupted time-series study design was implemented to evaluate the impact of antibiotic stewardship interventions on antibiotic prescribing among veterinarians. A total of 41 veterinarians were enrolled in Canada and Israel and their prescribing data between 2019 and 2021 were obtained. As an intervention, veterinarians periodically received three feedback reports comprising feedback on the participants' antibiotic prescribing and prescribing guidelines. A change in the level and trend of antibiotic prescribing after the administration of the intervention was compared using a multi-level generalized linear mixed-effect negative-binomial model. After the receipt of the first (incidence rate ratios [IRR] = 0.88; 95% confidence interval (CI): 0.79, 0.98), and second (IRR = 0.85; 95% CI: 0.75, 0.97) feedback reports, there was a reduced prescribing rate of total antibiotic when other parameters were held constant. This decline was more pronounced among Israeli veterinarians compared to Canadian veterinarians. When other parameters were held constant, the prescribing of critical antibiotics by Canadian veterinarians decreased by a factor of 0.39 compared to that of Israeli veterinarians. Evidently, antibiotic stewardship interventions can improve antibiotic prescribing in a veterinary setting. The strategy to sustain the effect of feedback reports and the determinants of differences between the two cohorts should be further explored.
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- 2024
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7. Controlling donor and newborn neuron migration and maturation in the eye through microenvironment engineering.
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Soucy JR, Todd L, Kriukov E, Phay M, Malechka VV, Rivera JD, Reh TA, and Baranov P
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- Infant, Newborn, Humans, Stem Cells, Neurogenesis, Cell Movement, Retina, Retinal Ganglion Cells
- Abstract
Ongoing cell therapy trials have demonstrated the need for precision control of donor cell behavior within the recipient tissue. We present a methodology to guide stem cell-derived and endogenously regenerated neurons by engineering the microenvironment. Being an "approachable part of the brain," the eye provides a unique opportunity to study neuron fate and function within the central nervous system. Here, we focused on retinal ganglion cells (RGCs)-the neurons in the retina are irreversibly lost in glaucoma and other optic neuropathies but can potentially be replaced through transplantation or reprogramming. One of the significant barriers to successful RGC integration into the existing mature retinal circuitry is cell migration toward their natural position in the retina. Our in silico analysis of the single-cell transcriptome of the developing human retina identified six receptor-ligand candidates, which were tested in functional in vitro assays for their ability to guide human stem cell-derived RGCs. We used our lead molecule, SDF1, to engineer an artificial gradient in the retina, which led to a 2.7-fold increase in donor RGC migration into the ganglion cell layer (GCL) and a 3.3-fold increase in the displacement of newborn RGCs out of the inner nuclear layer. Only donor RGCs that migrated into the GCL were found to express mature RGC markers, indicating the importance of proper structure integration. Together, these results describe an "in silico-in vitro-in vivo" framework for identifying, selecting, and applying soluble ligands to control donor cell function after transplantation.
- Published
- 2023
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8. Retinal ganglion cell repopulation for vision restoration in optic neuropathy: a roadmap from the RReSTORe Consortium.
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Soucy JR, Aguzzi EA, Cho J, Gilhooley MJ, Keuthan C, Luo Z, Monavarfeshani A, Saleem MA, Wang XW, Wohlschlegel J, Baranov P, Di Polo A, Fortune B, Gokoffski KK, Goldberg JL, Guido W, Kolodkin AL, Mason CA, Ou Y, Reh TA, Ross AG, Samuels BC, Welsbie D, Zack DJ, and Johnson TV
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- Animals, Humans, Retina, Brain, Cell Differentiation, Mammals, Retinal Ganglion Cells, Optic Nerve Diseases
- Abstract
Retinal ganglion cell (RGC) death in glaucoma and other optic neuropathies results in irreversible vision loss due to the mammalian central nervous system's limited regenerative capacity. RGC repopulation is a promising therapeutic approach to reverse vision loss from optic neuropathies if the newly introduced neurons can reestablish functional retinal and thalamic circuits. In theory, RGCs might be repopulated through the transplantation of stem cell-derived neurons or via the induction of endogenous transdifferentiation. The RGC Repopulation, Stem Cell Transplantation, and Optic Nerve Regeneration (RReSTORe) Consortium was established to address the challenges associated with the therapeutic repair of the visual pathway in optic neuropathy. In 2022, the RReSTORe Consortium initiated ongoing international collaborative discussions to advance the RGC repopulation field and has identified five critical areas of focus: (1) RGC development and differentiation, (2) Transplantation methods and models, (3) RGC survival, maturation, and host interactions, (4) Inner retinal wiring, and (5) Eye-to-brain connectivity. Here, we discuss the most pertinent questions and challenges that exist on the path to clinical translation and suggest experimental directions to propel this work going forward. Using these five subtopic discussion groups (SDGs) as a framework, we suggest multidisciplinary approaches to restore the diseased visual pathway by leveraging groundbreaking insights from developmental neuroscience, stem cell biology, molecular biology, optical imaging, animal models of optic neuropathy, immunology & immunotolerance, neuropathology & neuroprotection, materials science & biomedical engineering, and regenerative neuroscience. While significant hurdles remain, the RReSTORe Consortium's efforts provide a comprehensive roadmap for advancing the RGC repopulation field and hold potential for transformative progress in restoring vision in patients suffering from optic neuropathies., (© 2023. Editorial Group and BioMed Central Ltd., part of Springer Nature.)
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- 2023
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9. Coronavirus Disease 2019 Vaccination Is Associated With Reduced Outpatient Antibiotic Prescribing in Older Adults With Confirmed Severe Acute Respiratory Syndrome Coronavirus 2: A Population-Wide Cohort Study.
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MacFadden DR, Maxwell C, Bowdish D, Bronskill S, Brooks J, Brown K, Burrows LL, Clarke A, Langford B, Leung E, Leung V, Manuel D, McGeer A, Mishra S, Morris AM, Nott C, Raybardhan S, Sapin M, Schwartz KL, So M, Soucy JR, and Daneman N
- Subjects
- Humans, Aged, SARS-CoV-2, Cohort Studies, COVID-19 Testing, Anti-Bacterial Agents therapeutic use, Outpatients, COVID-19 Vaccines, Vaccination, Ontario epidemiology, COVID-19 epidemiology, COVID-19 prevention & control
- Abstract
Background: Antibiotics are frequently prescribed unnecessarily in outpatients with coronavirus disease 2019 (COVID-19). We sought to evaluate factors associated with antibiotic prescribing in outpatients with severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection., Methods: We performed a population-wide cohort study of outpatients aged ≥66 years with polymerase chain reaction-confirmed SARS-CoV-2 from 1 January 2020 to 31 December 2021 in Ontario, Canada. We determined rates of antibiotic prescribing within 1 week before (prediagnosis) and 1 week after (postdiagnosis) reporting of the positive SARS-CoV-2 result, compared to a self-controlled period (baseline). We evaluated predictors of prescribing, including a primary-series COVID-19 vaccination, in univariate and multivariable analyses., Results: We identified 13 529 eligible nursing home residents and 50 885 eligible community-dwelling adults with SARS-CoV-2 infection. Of the nursing home and community residents, 3020 (22%) and 6372 (13%), respectively, received at least 1 antibiotic prescription within 1 week of a SARS-CoV-2 positive result. Antibiotic prescribing in nursing home and community residents occurred, respectively, at 15.0 and 10.5 prescriptions per 1000 person-days prediagnosis and 20.9 and 9.8 per 1000 person-days postdiagnosis, higher than the baseline rates of 4.3 and 2.5 prescriptions per 1000 person-days. COVID-19 vaccination was associated with reduced prescribing in nursing home and community residents, with adjusted postdiagnosis incidence rate ratios (95% confidence interval) of 0.7 (0.4-1) and 0.3 (0.3-0.4), respectively., Conclusions: Antibiotic prescribing was high and with little or no decline following SARS-CoV-2 diagnosis but was reduced in COVID-19-vaccinated individuals, highlighting the importance of vaccination and antibiotic stewardship in older adults with COVID-19., Competing Interests: Potential conflicts of interest. D. B. reports grants or contracts from the Public Health Agency of Canada, CIHR, Natural Sciences and Engineering Research Council of Canada, and Weston Family Foundation; occasional honoraria for invited talks; payment for expert testimony and a volunteer role for the government of Canada in 3 lawsuits on vaccine mandates; and support for attending meetings and/or travel when invited to speak at conferences. M. S. reports speaker's honorarium for an educational event from the government of Canada; and a role as Chair of the Canadian Society of Hospital Pharmacists Foundation Education Grant Committee (unpaid role to lead the committee to review submissions for the Education Grant competition). S. R. reports payment or honoraria paid to author from Merck for presentation on the role of antimicrobial stewardship pharmacists and facilitator for talk on hospital-acquired pneumonias, and a role as volunteer Board Director and Corporate Secretary with Momiji Health Care Society for a seniors’ supportive housing facility in Toronto. All other authors report no potential conflicts. All authors have submitted the ICMJE Form for Disclosure of Potential Conflicts of Interest. Conflicts that the editors consider relevant to the content of the manuscript have been disclosed., (© The Author(s) 2023. Published by Oxford University Press on behalf of Infectious Diseases Society of America.)
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- 2023
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10. Real-life implications of prevalence meta-analyses? Doi plots and prediction intervals are the answer - Authors' reply.
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Soucy JR, Langford BJ, So M, Raybardhan S, MacFadden D, Daneman N, and Bertagnolio S
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Competing Interests: We declare no competing interests.
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- 2023
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11. Antimicrobial resistance in patients with COVID-19: a systematic review and meta-analysis.
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Langford BJ, So M, Simeonova M, Leung V, Lo J, Kan T, Raybardhan S, Sapin ME, Mponponsuo K, Farrell A, Leung E, Soucy JR, Cassini A, MacFadden D, Daneman N, and Bertagnolio S
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- Humans, Anti-Bacterial Agents therapeutic use, Drug Resistance, Bacterial, Coinfection drug therapy, COVID-19, Bacterial Infections drug therapy
- Abstract
Background: Frequent use of antibiotics in patients with COVID-19 threatens to exacerbate antimicrobial resistance. We aimed to establish the prevalence and predictors of bacterial infections and antimicrobial resistance in patients with COVID-19., Methods: We did a systematic review and meta-analysis of studies of bacterial co-infections (identified within ≤48 h of presentation) and secondary infections (>48 h after presentation) in outpatients or hospitalised patients with COVID-19. We searched the WHO COVID-19 Research Database to identify cohort studies, case series, case-control trials, and randomised controlled trials with populations of at least 50 patients published in any language between Jan 1, 2019, and Dec 1, 2021. Reviews, editorials, letters, pre-prints, and conference proceedings were excluded, as were studies in which bacterial infection was not microbiologically confirmed (or confirmed via nasopharyngeal swab only). We screened titles and abstracts of papers identified by our search, and then assessed the full text of potentially relevant articles. We reported the pooled prevalence of bacterial infections and antimicrobial resistance by doing a random-effects meta-analysis and meta-regression. Our primary outcomes were the prevalence of bacterial co-infection and secondary infection, and the prevalence of antibiotic-resistant pathogens among patients with laboratory-confirmed COVID-19 and bacterial infections. The study protocol was registered with PROSPERO (CRD42021297344)., Findings: We included 148 studies of 362 976 patients, which were done between December, 2019, and May, 2021. The prevalence of bacterial co-infection was 5·3% (95% CI 3·8-7·4), whereas the prevalence of secondary bacterial infection was 18·4% (14·0-23·7). 42 (28%) studies included comprehensive data for the prevalence of antimicrobial resistance among bacterial infections. Among people with bacterial infections, the proportion of infections that were resistant to antimicrobials was 60·8% (95% CI 38·6-79·3), and the proportion of isolates that were resistant was 37·5% (26·9-49·5). Heterogeneity in the reported prevalence of antimicrobial resistance in organisms was substantial (I
2 =95%)., Interpretation: Although infrequently assessed, antimicrobial resistance is highly prevalent in patients with COVID-19 and bacterial infections. Future research and surveillance assessing the effect of COVID-19 on antimicrobial resistance at the patient and population level are urgently needed., Funding: WHO., Competing Interests: Declaration of interests We declare no competing interests., (Copyright © 2023 Published by Elsevier Ltd. This is an Open Access article under the CC BY 4.0 license. Published by Elsevier Ltd.. All rights reserved.)- Published
- 2023
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12. Antibiotic resistance associated with the COVID-19 pandemic: a systematic review and meta-analysis.
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Langford BJ, Soucy JR, Leung V, So M, Kwan ATH, Portnoff JS, Bertagnolio S, Raybardhan S, MacFadden DR, and Daneman N
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- Humans, Anti-Bacterial Agents therapeutic use, Drug Resistance, Bacterial, Carbapenems, Methicillin-Resistant Staphylococcus aureus, COVID-19
- Abstract
Background: COVID-19 and antimicrobial resistance (AMR) are two intersecting global public health crises., Objective: We aimed to describe the impact of the COVID-19 pandemic on AMR across health care settings., Data Source: A search was conducted in December 2021 in WHO COVID-19 Research Database with forward citation searching up to June 2022., Study Eligibility: Studies evaluating the impact of COVID-19 on AMR in any population were included and influencing factors were extracted. Reporting of enhanced infection prevention and control and/or antimicrobial stewardship programs was noted., Methods: Pooling was done separately for Gram-negative and Gram-positive organisms. Random-effects meta-analysis was performed., Results: Of 6036 studies screened, 28 were included and 23 provided sufficient data for meta-analysis. The majority of studies focused on hospital settings (n = 25, 89%). The COVID-19 pandemic was not associated with a change in the incidence density (incidence rate ratio 0.99, 95% CI: 0.67-1.47) or proportion (risk ratio 0.91, 95% CI: 0.55-1.49) of methicillin-resistant Staphylococcus aureus or vancomycin-resistant enterococci cases. A non-statistically significant increase was noted for resistant Gram-negative organisms (i.e. extended-spectrum beta-lactamase, carbapenem-resistant Enterobacterales, carbapenem or multi-drug resistant or carbapenem-resistant Pseudomonas aeruginosa or Acinetobacter baumannii, incidence rate ratio 1.64, 95% CI: 0.92-2.92; risk ratio 1.08, 95% CI: 0.91-1.29). The absence of reported enhanced infection prevention and control and/or antimicrobial stewardship programs initiatives was associated with an increase in gram-negative AMR (risk ratio 1.11, 95% CI: 1.03-1.20). However, a test for subgroup differences showed no statistically significant difference between the presence and absence of these initiatives (p 0.40)., Conclusion: The COVID-19 pandemic may have hastened the emergence and transmission of AMR, particularly for Gram-negative organisms in hospital settings. But there is considerable heterogeneity in both the AMR metrics used and the rate of resistance reported across studies. These findings reinforce the need for strengthened infection prevention, antimicrobial stewardship, and AMR surveillance in the context of the COVID-19 pandemic., (Copyright © 2022. Published by Elsevier Ltd.)
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- 2023
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13. Predictors and microbiology of respiratory and bloodstream bacterial infection in patients with COVID-1: author's response.
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Langford BJ, So M, Leung V, Raybardhan S, Lo J, Kan T, Leung F, Daneman N, MacFadden DR, and Soucy JR
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- Bacteria, Humans, Bacterial Infections, COVID-19, Communicable Diseases, Sepsis
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- 2022
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14. Predictors and microbiology of respiratory and bloodstream bacterial infection in patients with COVID-19: living rapid review update and meta-regression.
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Langford BJ, So M, Leung V, Raybardhan S, Lo J, Kan T, Leung F, Westwood D, Daneman N, MacFadden DR, and Soucy JR
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- Bacteria, Female, Humans, Antimicrobial Stewardship, Bacterial Infections drug therapy, Bacterial Infections epidemiology, COVID-19 epidemiology, Respiratory Tract Infections drug therapy
- Abstract
Background: The prevalence of bacterial infection in patients with COVID-19 is low, however, empiric antibiotic use is high. Risk stratification may be needed to minimize unnecessary empiric antibiotic use., Objective: To identify risk factors and microbiology associated with respiratory and bloodstream bacterial infection in patients with COVID-19., Data Sources: We searched MEDLINE, OVID Epub and EMBASE for published literature up to 5 February 2021., Study Eligibility Criteria: Studies including at least 50 patients with COVID-19 in any healthcare setting., Methods: We used a validated ten-item risk of bias tool for disease prevalence. The main outcome of interest was the proportion of COVID-19 patients with bloodstream and/or respiratory bacterial co-infection and secondary infection. We performed meta-regression to identify study population factors associated with bacterial infection including healthcare setting, age, comorbidities and COVID-19 medication., Results: Out of 33 345 studies screened, 171 were included in the final analysis. Bacterial infection data were available from 171 262 patients. The prevalence of co-infection was 5.1% (95% CI 3.6-7.1%) and secondary infection was 13.1% (95% CI 9.8-17.2%). There was a higher odds of bacterial infection in studies with a higher proportion of patients in the intensive care unit (ICU) (adjusted OR 18.8, 95% CI 6.5-54.8). Female sex was associated with a lower odds of secondary infection (adjusted OR 0.73, 95% CI 0.55-0.97) but not co-infection (adjusted OR 1.05, 95% CI 0.80-1.37). The most common organisms isolated included Staphylococcus aureus, coagulase-negative staphylococci and Klebsiella species., Conclusions: While the odds of respiratory and bloodstream bacterial infection are low in patients with COVID-19, meta-regression revealed potential risk factors for infection, including ICU setting and mechanical ventilation. The risk for secondary infection is substantially greater than the risk for co-infection in patients with COVID-19. Understanding predictors of co-infection and secondary infection may help to support improved antibiotic stewardship in patients with COVID-19., (Crown Copyright © 2021. Published by Elsevier Ltd. All rights reserved.)
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- 2022
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15. Is 3 Feet of Physical Distancing Enough?
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Harris DA, Sobers M, Greenwald ZR, Simmons AE, Soucy JR, and Rosella LC
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- Humans, SARS-CoV-2, COVID-19, Physical Distancing
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- 2022
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16. Innervated adrenomedullary microphysiological system to model nicotine and opioid exposure.
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Soucy JR, Burchett G, Brady R, Nichols K, Breault DT, Koppes AN, and Koppes RA
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Transition to extrauterine life results in a surge of catecholamines necessary for increased cardiovascular, respiratory, and metabolic activity. Mechanisms mediating adrenomedullary catecholamine release are poorly understood. Important mechanistic insight is provided by newborns delivered by cesarean section or subjected to prenatal nicotine or opioid exposure, demonstrating impaired release of adrenomedullary catecholamines. To investigate mechanisms regulating adrenomedullary innervation, we developed compartmentalized 3D microphysiological systems (MPS) by exploiting GelPins , capillary pressure barriers between cell-laden hydrogels. The MPS comprises discrete cultures of adrenal chromaffin cells and preganglionic sympathetic neurons within a contiguous bioengineered microtissue. Using this model, we demonstrate that adrenal chromaffin innervation plays a critical role in hypoxia-mediated catecholamine release. Opioids and nicotine were shown to affect adrenal chromaffin cell response to a reduced oxygen environment, but neurogenic control mechanisms remained intact. GelPin containing MPS represent an inexpensive and highly adaptable approach to study innervated organ systems and improve drug screening platforms., Competing Interests: Declaration of competing interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.
- Published
- 2021
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17. Trends in Interregional Travel to Shopping Malls and Restaurants Before and After Differential COVID-19 Restrictions in the Greater Toronto Area.
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Soucy JR, Ghasemi A, Sturrock SL, Berry I, Buchan SA, MacFadden DR, and Brown KA
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- Humans, Ontario, SARS-CoV-2, COVID-19 prevention & control, Commerce trends, Health Behavior, Pandemics, Physical Distancing, Restaurants trends, Travel trends
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- 2021
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18. A sub-national real-time epidemiological and vaccination database for the COVID-19 pandemic in Canada.
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Berry I, O'Neill M, Sturrock SL, Wright JE, Acharya K, Brankston G, Harish V, Kornas K, Maani N, Naganathan T, Obress L, Rossi T, Simmons AE, Van Camp M, Xie X, Tuite AR, Greer AL, Fisman DN, and Soucy JR
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- Canada epidemiology, Data Collection, Humans, Pandemics, COVID-19 epidemiology, COVID-19 prevention & control, Databases, Factual, Vaccination statistics & numerical data
- Abstract
The COVID-19 pandemic has demonstrated the need for real-time, open-access epidemiological information to inform public health decision-making and outbreak control efforts. In Canada, authority for healthcare delivery primarily lies at the provincial and territorial level; however, at the outset of the pandemic no definitive pan-Canadian COVID-19 datasets were available. The COVID-19 Canada Open Data Working Group was created to fill this crucial data gap. As a team of volunteer contributors, we collect daily COVID-19 data from a variety of governmental and non-governmental sources and curate a line-list of cases and mortality for all provinces and territories of Canada, including information on location, age, sex, travel history, and exposure, where available. We also curate time series of COVID-19 recoveries, testing, and vaccine doses administered and distributed. Data are recorded systematically at a fine sub-national scale, which can be used to support robust understanding of COVID-19 hotspots. We continue to maintain this dataset, and an accompanying online dashboard, to provide a reliable pan-Canadian COVID-19 resource to researchers, journalists, and the general public., (© 2021. The Author(s).)
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- 2021
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19. Rapid Prototyping of Multilayer Microphysiological Systems.
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Hosic S, Bindas AJ, Puzan ML, Lake W, Soucy JR, Zhou F, Koppes RA, Breault DT, Murthy SK, and Koppes AN
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- Caco-2 Cells, Cell Culture Techniques, Humans, Organoids, Lab-On-A-Chip Devices, Microfluidics
- Abstract
Microfluidic organs-on-chips aim to realize more biorelevant in vitro experiments compared to traditional two-dimensional (2D) static cell culture. Often such devices are fabricated via poly(dimethylsiloxane) (PDMS) soft lithography, which offers benefits (e.g., high feature resolution) along with drawbacks (e.g., prototyping time/costs). Here, we report benchtop fabrication of multilayer, PDMS-free, thermoplastic organs-on-chips via laser cut and assembly with double-sided adhesives that overcome some limitations of traditional PDMS lithography. Cut and assembled chips are economical to prototype ($2 per chip), can be fabricated in parallel within hours, and are Luer compatible. Biocompatibility was demonstrated with epithelial line Caco-2 cells and primary human small intestinal organoids. Comparable to control static Transwell cultures, Caco-2 and organoids cultured on chips formed confluent monolayers expressing tight junctions with low permeability. Caco-2 cells-on-chip differentiated ∼4 times faster, including increased mucus, compared to controls. To demonstrate the robustness of cut and assemble, we fabricated a dual membrane, trilayer chip integrating 2D and 3D compartments with accessible apical and basolateral flow chambers. As proof of concept, we cocultured a human, differentiated monolayer and intact 3D organoids within multilayered contacting compartments. The epithelium exhibited 3D tissue structure and organoids expanded close to the adjacent monolayer, retaining proliferative stem cells over 10 days. Taken together, cut and assemble offers the capability to rapidly and economically manufacture microfluidic devices, thereby presenting a compelling fabrication technique for developing organs-on-chips of various geometries to study multicellular tissues.
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- 2021
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20. Écart de mobilité : estimation des seuils de mobilité requis pour maîtriser le SRAS-CoV-2 au Canada.
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Brown KA, Soucy JR, Buchan SA, Sturrock SL, Berry I, Stall NM, Jüni P, Ghasemi A, Gibb N, MacFadden DR, and Daneman N
- Subjects
- COVID-19 epidemiology, COVID-19 transmission, Canada epidemiology, Humans, Mobile Applications statistics & numerical data, Patient Identification Systems statistics & numerical data, Quarantine methods, Quarantine standards, Quarantine statistics & numerical data, Regression Analysis, Time Factors, COVID-19 prevention & control, Geographic Mapping, Mobile Applications standards, Patient Identification Systems methods
- Abstract
Competing Interests: Intérêts concurrents: Kevin Brown, Nathan Stall et Peter Jüni sont affiliés à l’Ontario COVID-19 Science Advisory Table. Peter Jüni est membre non rémunéré d’un groupe qui dirige plusieurs essais cliniques subventionnés par Appili Therapeutics, AstraZeneca, Biotronik, Biosensors, Eli Lilly, St. Jude Medical et The Medicines Company, et a participé à des comités consultatifs ou agi à titre de consultant pour Amgen, Ava et Fresenius, indépendamment des travaux soumis. Aucun autre intérêt concurrent n’a été déclaré. Déclaration d’intérêts: Nathan Stall est corédacteur pour le JAMC et n’a pas participé au processus ayant mené au choix de cet article.
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- 2021
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21. The effect of average temperature on suicide rates in five urban California counties, 1999-2019: an ecological time series analysis.
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Cheng S, Plouffe R, Nanos SM, Qamar M, Fisman DN, and Soucy JR
- Subjects
- California epidemiology, Humans, Incidence, Risk Factors, Temperature, United States, Suicide
- Abstract
Background: Suicide is among the top 10 leading causes of premature morality in the United States and its rates continue to increase. Thus, its prevention has become a salient public health responsibility. Risk factors of suicide transcend the individual and societal level as risk can increase based on climatic variables. The purpose of the present study is to evaluate the association between average temperature and suicide rates in the five most populous counties in California using mortality data from 1999 to 2019., Methods: Monthly counts of death by suicide for the five counties of interest were obtained from CDC WONDER. Monthly average, maximum, and minimum temperature were obtained from nCLIMDIV for the same time period. We modelled the association of each temperature variable with suicide rate using negative binomial generalized additive models accounting for the county-specific annual trend and monthly seasonality., Results: There were over 38,000 deaths by suicide in California's five most populous counties between 1999 and 2019. An increase in average temperature of 1 °C corresponded to a 0.82% increase in suicide rate (IRR = 1.0082 per °C; 95% CI = 1.0025-1.0140). Estimated coefficients for maximum temperature (IRR = 1.0069 per °C; 95% CI = 1.0021-1.0117) and minimum temperature (IRR = 1.0088 per °C; 95% CI = 1.0023-1.0153) were similar., Conclusion: This study adds to a growing body of evidence supporting a causal effect of elevated temperature on suicide. Further investigation into environmental causes of suicide, as well as the biological and societal contexts mediating these relationships, is critical for the development and implementation of new public health interventions to reduce the incidence of suicide, particularly in the face increasing temperatures due to climate change.
- Published
- 2021
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22. The mobility gap: estimating mobility thresholds required to control SARS-CoV-2 in Canada.
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Brown KA, Soucy JR, Buchan SA, Sturrock SL, Berry I, Stall NM, Jüni P, Ghasemi A, Gibb N, MacFadden DR, and Daneman N
- Subjects
- COVID-19 epidemiology, Canada epidemiology, Female, Forecasting, Humans, Incidence, Interrupted Time Series Analysis, Male, Physical Distancing, Public Health, Quarantine trends, COVID-19 prevention & control, COVID-19 Testing trends, Disease Transmission, Infectious prevention & control
- Abstract
Background: Nonpharmaceutical interventions remain the primary means of controlling severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) until vaccination coverage is sufficient to achieve herd immunity. We used anonymized smartphone mobility measures to quantify the mobility level needed to control SARS-CoV-2 (i.e., mobility threshold), and the difference relative to the observed mobility level (i.e., mobility gap)., Methods: We conducted a time-series study of the weekly incidence of SARS-CoV-2 in Canada from Mar. 15, 2020, to Mar. 6, 2021. The outcome was weekly growth rate, defined as the ratio of cases in a given week versus the previous week. We evaluated the effects of average time spent outside the home in the previous 3 weeks using a log-normal regression model, accounting for province, week and mean temperature. We calculated the SARS-CoV-2 mobility threshold and gap., Results: Across the 51-week study period, a total of 888 751 people were infected with SARS-CoV-2. Each 10% increase in the mobility gap was associated with a 25% increase in the SARS-CoV-2 weekly case growth rate (ratio 1.25, 95% confidence interval 1.20-1.29). Compared to the prepandemic baseline mobility of 100%, the mobility threshold was highest in the summer (69%; interquartile range [IQR] 67%-70%), and dropped to 54% in winter 2021 (IQR 52%-55%); a mobility gap was present in Canada from July 2020 until the last week of December 2020., Interpretation: Mobility strongly and consistently predicts weekly case growth, and low levels of mobility are needed to control SARS-CoV-2 through spring 2021. Mobility measures from anonymized smartphone data can be used to guide provincial and regional loosening and tightening of physical distancing measures., Competing Interests: Competing interests: Kevin Brown, Nathan Stall and Peter Jüni are affiliated with the Ontario COVID-19 Science Advisory Table. Peter Jüni serves as an upaid member of the steering group of trials funded by Appili Therapeutics, AstraZeneca, Biotronik, Biosensors, Eli Lilly, St. Jude Medical and The Medicines Company, and has participated in advisory boards or consulted with Amgen, Ava and Fresenius, outside the submitted work. No other competing interests were declared., (© 2021 CMA Joule Inc. or its licensors.)
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- 2021
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23. Antibiotic prescribing in patients with COVID-19: rapid review and meta-analysis.
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Langford BJ, So M, Raybardhan S, Leung V, Soucy JR, Westwood D, Daneman N, and MacFadden DR
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- Age Factors, Antimicrobial Stewardship, Bacterial Infections complications, Bacterial Infections drug therapy, Bacterial Infections epidemiology, Coinfection drug therapy, Coinfection epidemiology, Female, Humans, Male, Anti-Bacterial Agents therapeutic use, COVID-19 complications, Drug Prescriptions, Drug Utilization
- Abstract
Background: The proportion of patients infected with SARS-CoV-2 that are prescribed antibiotics is uncertain, and may contribute to patient harm and global antibiotic resistance., Objective: The aim was to estimate the prevalence and associated factors of antibiotic prescribing in patients with COVID-19., Data Sources: We searched MEDLINE, OVID Epub and EMBASE for published literature on human subjects in English up to June 9 2020., Study Eligibility Criteria: We included randomized controlled trials; cohort studies; case series with ≥10 patients; and experimental or observational design that evaluated antibiotic prescribing., Participants: The study participants were patients with laboratory-confirmed SARS-CoV-2 infection, across all healthcare settings (hospital and community) and age groups (paediatric and adult)., Methods: The main outcome of interest was proportion of COVID-19 patients prescribed an antibiotic, stratified by geographical region, severity of illness and age. We pooled proportion data using random effects meta-analysis., Results: We screened 7469 studies, from which 154 were included in the final analysis. Antibiotic data were available from 30 623 patients. The prevalence of antibiotic prescribing was 74.6% (95% CI 68.3-80.0%). On univariable meta-regression, antibiotic prescribing was lower in children (prescribing prevalence odds ratio (OR) 0.10, 95% CI 0.03-0.33) compared with adults. Antibiotic prescribing was higher with increasing patient age (OR 1.45 per 10 year increase, 95% CI 1.18-1.77) and higher with increasing proportion of patients requiring mechanical ventilation (OR 1.33 per 10% increase, 95% CI 1.15-1.54). Estimated bacterial co-infection was 8.6% (95% CI 4.7-15.2%) from 31 studies., Conclusions: Three-quarters of patients with COVID-19 receive antibiotics, prescribing is significantly higher than the estimated prevalence of bacterial co-infection. Unnecessary antibiotic use is likely to be high in patients with COVID-19., (Crown Copyright © 2021. Published by Elsevier Ltd. All rights reserved.)
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- 2021
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24. Light irradiation of peripheral nerve cells: Wavelength impacts primary sensory neuron outgrowth in vitro.
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Diaz Vera D, Soucy JR, Lee A, Koppes RA, and Koppes AN
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- Animals, Cell Survival radiation effects, Dose-Response Relationship, Radiation, Phenotype, Rats, Rats, Sprague-Dawley, Schwann Cells metabolism, Light, Neuronal Outgrowth radiation effects, Schwann Cells cytology, Schwann Cells radiation effects
- Abstract
The expansion of optogenetics via the development and application of new opsins has opened a new world of possibilities as a research and therapeutic tool. Nevertheless, it has also raised questions about the innocuity of using light irradiation on tissues and cells such as those from the Peripheral Nervous System (PNS). Thus, to investigate the potential of PNS being affected by optogenetic light irradiation, rat dorsal root ganglion neurons and Schwann cells were isolated and their response to light irradiation examined in vitro. Light irradiation was delivered as millisecond pulses at wavelengths in the visible spectrum between 627 and 470 nm, with doses ranging between 4.5 and 18 J/cm
2 at an irradiance value of 1 mW/mm2 . Results show that compared to cultures kept in dark conditions, light irradiation at 470 nm reduced neurite outgrowth in dissociated dorsal root neurons in a dose dependent manner while higher wavelengths had no effect on neuron morphology. Although neurite outgrowth was limited by light irradiation, no signs of cell death or apoptosis were found. On the other hand, peripheral glia, Schwann cells, were insensitive to light irradiation with metabolism, proliferation, and RNA levels of transcription factors c-Jun and krox-20 remaining unaltered following stimulation. As the fields of photostimulation and optogenetics expand, these results indicate the need for consideration to cell type response and stimulation parameters for applications in vitro and further investigation on specific mechanisms driving response., (Copyright © 2020 Elsevier B.V. All rights reserved.)- Published
- 2021
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25. Evaluation of an OPEN Stewardship generated feedback intervention to improve antibiotic prescribing among primary care veterinarians in Ontario, Canada and Israel: protocol for evaluating usability and an interrupted time-series analysis.
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Acharya KR, Brankston G, Soucy JR, Cohen A, Hulth A, Löfmark S, Davidovitch N, Ellen M, Fisman DN, Moran-Gilad J, Steinman A, MacFadden DR, and Greer AL
- Subjects
- Animals, Feedback, Humans, Inappropriate Prescribing prevention & control, Israel, Ontario, Primary Health Care, Anti-Bacterial Agents therapeutic use, Veterinarians
- Abstract
Introduction: Antimicrobial resistance (AMR) impacts the health and well-being of animals, affects animal owners both socially and economically, and contributes to AMR at the human and environmental interface. The overuse and/or inappropriate use of antibiotics in animals has been identified as one of the most important drivers of the development of AMR in animals. Effective antibiotic stewardship interventions such as feedback can be adopted in veterinary practices to improve antibiotic prescribing. However, the provision of dedicated financial and technical resources to implement such systems are challenging. The newly developed web-based Online Platform for Expanding Antibiotic Stewardship (OPEN Stewardship) platform aims to automate the generation of feedback reports and facilitate wider adoption of antibiotic stewardship. This paper describes a protocol to evaluate the usability and usefulness of a feedback intervention among veterinarians and assess its impact on individual antibiotic prescribing., Methods and Analysis: Approximately 80 veterinarians from Ontario, Canada and 60 veterinarians from Israel will be voluntarily enrolled in a controlled interrupted time-series study and their monthly antibiotic prescribing data accessed. The study intervention consists of targeted feedback reports generated using the OPEN Stewardship platform. After a 3-month preintervention period, a cohort of veterinarians (treatment cohort, n=120) will receive three feedback reports over the course of 6 months while the remainder of the veterinarians (n=20) will be the control cohort. A survey will be administered among the treatment cohort after each feedback cycle to assess the usability and usefulness of various elements of the feedback report. A multilevel negative-binomial regression analysis of the preintervention and postintervention antibiotic prescribing of the treatment cohort will be performed to evaluate the impact of the intervention., Ethics and Dissemination: Research ethics board approval was obtained at each participating site prior to the recruitment of the veterinarians. The study findings will be disseminated through open-access scientific publications, stakeholder networks and national/international meetings., Competing Interests: Competing interests: None declared., (© Author(s) (or their employer(s)) 2021. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ.)
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- 2021
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26. Evaluation of an automated feedback intervention to improve antimicrobial prescribing among primary care physicians (OPEN Stewardship): protocol for an interrupted time-series and usability analysis in Ontario, Canada and Southern Israel.
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Soucy JR, Low M, Acharya KR, Ellen M, Hulth A, Löfmark S, Garber GE, Watson W, Moran-Gilad J, Fisman DN, and MacFadden DR
- Subjects
- Anti-Bacterial Agents therapeutic use, Feedback, Humans, Israel, Ontario, Practice Patterns, Physicians', Anti-Infective Agents therapeutic use, Physicians, Primary Care
- Abstract
Introduction: Antimicrobial resistance undermines our ability to treat bacterial infections, leading to longer hospital stays, increased morbidity and mortality, and a mounting burden to the healthcare system. Antimicrobial stewardship is increasingly important to safeguard the efficacy of existing drugs, as few new drugs are in the developmental pipeline. While significant progress has been made with respect to stewardship in hospitals, relatively little progress has been made in the primary care setting, where the majority of antimicrobials are prescribed. OPEN Stewardship is an international collaboration to develop an automated feedback platform to improve responsible antimicrobial prescribing among primary care physicians and capable of being deployed across heterogeneous healthcare settings. We describe the protocol for an evaluation of this automated feedback intervention with two main objectives: assessing changes in antimicrobial prescribing among participating physicians and determining the usability and usefulness of the reports., Methods and Analysis: A non-randomised evaluation of the automated feedback intervention (OPEN Stewardship) will be conducted among approximately 150 primary care physicians recruited from Ontario, Canada and Southern Israel, based on a series of targeted stewardship messages sent using the platform. Using a controlled interrupted time-series analysis and multilevel negative binomial modelling, we will compare the antimicrobial prescribing rates of participants before and after the intervention, and also to the prescribing rates of non-participants (from the same healthcare network) during the same period. We will examine outcomes targeted by the stewardship messages, including prescribing for antimicrobials with duration longer than 7 days and prescribing for indications where antimicrobials are typically unnecessary. Participants will also complete a series of surveys to determine the usability and usefulness of the stewardship reports., Ethics and Dissemination: All sites have obtained ethics committee approval to recruit providers and access anonymised prescribing data. Dissemination will occur through open-access publication, stakeholder networks and national/international meetings., Competing Interests: Competing interests: None declared., (© Author(s) (or their employer(s)) 2021. Re-use permitted under CC BY. Published by BMJ.)
- Published
- 2021
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27. Bacterial co-infection and secondary infection in patients with COVID-19: a living rapid review and meta-analysis.
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Langford BJ, So M, Raybardhan S, Leung V, Westwood D, MacFadden DR, Soucy JR, and Daneman N
- Subjects
- Asia epidemiology, Bacteria classification, Bacteria isolation & purification, Bacteria pathogenicity, Bacterial Infections microbiology, Coinfection microbiology, Coinfection virology, Critical Illness epidemiology, Data Management, Female, Humans, Male, Pandemics, Prevalence, Respiratory Tract Infections, United States epidemiology, Bacterial Infections epidemiology, COVID-19 complications, COVID-19 microbiology, Coinfection epidemiology
- Abstract
Background: Bacterial co-pathogens are commonly identified in viral respiratory infections and are important causes of morbidity and mortality. The prevalence of bacterial infection in patients infected with SARS-CoV-2 is not well understood., Aims: To determine the prevalence of bacterial co-infection (at presentation) and secondary infection (after presentation) in patients with COVID-19., Sources: We performed a systematic search of MEDLINE, OVID Epub and EMBASE databases for English language literature from 2019 to April 16, 2020. Studies were included if they (a) evaluated patients with confirmed COVID-19 and (b) reported the prevalence of acute bacterial infection., Content: Data were extracted by a single reviewer and cross-checked by a second reviewer. The main outcome was the proportion of COVID-19 patients with an acute bacterial infection. Any bacteria detected from non-respiratory-tract or non-bloodstream sources were excluded. Of 1308 studies screened, 24 were eligible and included in the rapid review representing 3338 patients with COVID-19 evaluated for acute bacterial infection. In the meta-analysis, bacterial co-infection (estimated on presentation) was identified in 3.5% of patients (95%CI 0.4-6.7%) and secondary bacterial infection in 14.3% of patients (95%CI 9.6-18.9%). The overall proportion of COVID-19 patients with bacterial infection was 6.9% (95%CI 4.3-9.5%). Bacterial infection was more common in critically ill patients (8.1%, 95%CI 2.3-13.8%). The majority of patients with COVID-19 received antibiotics (71.9%, 95%CI 56.1 to 87.7%)., Implications: Bacterial co-infection is relatively infrequent in hospitalized patients with COVID-19. The majority of these patients may not require empirical antibacterial treatment., (Crown Copyright © 2020. Published by Elsevier Ltd. All rights reserved.)
- Published
- 2020
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28. Reconfigurable Microphysiological Systems for Modeling Innervation and Multitissue Interactions.
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Soucy JR, Bindas AJ, Brady R, Torregrosa T, Denoncourt CM, Hosic S, Dai G, Koppes AN, and Koppes RA
- Subjects
- Cell Culture Techniques methods, Cells, Cultured, Equipment Design, Human Umbilical Vein Endothelial Cells, Humans, Hydrogels, Myocytes, Cardiac cytology, Neurons cytology, Cell Culture Techniques instrumentation, Microfluidic Analytical Techniques instrumentation, Models, Biological, Tissue Engineering instrumentation
- Abstract
Tissue-engineered models continue to experience challenges in delivering structural specificity, nutrient delivery, and heterogenous cellular components, especially for organ-systems that require functional inputs/outputs and have high metabolic requirements, such as the heart. While soft lithography has provided a means to recapitulate complex architectures in the dish, it is plagued with a number of prohibitive shortcomings. Here, concepts from microfluidics, tissue engineering, and layer-by-layer fabrication are applied to develop reconfigurable, inexpensive microphysiological systems that facilitate discrete, 3D cell compartmentalization, and improved nutrient transport. This fabrication technique includes the use of the meniscus pinning effect, photocrosslinkable hydrogels, and a commercially available laser engraver to cut flow paths. The approach is low cost and robust in capabilities to design complex, multilayered systems with the inclusion of instrumentation for real-time manipulation or measures of cell function. In a demonstration of the technology, the hierarchal 3D microenvironment of the cardiac sympathetic nervous system is replicated. Beat rate and neurite ingrowth are assessed on-chip and quantification demonstrates that sympathetic-cardiac coculture increases spontaneous beat rate, while drug-induced increases in beating lead to greater sympathetic innervation. Importantly, these methods may be applied to other organ-systems and have promise for future applications in drug screening, discovery, and personal medicine., (© 2020 Wiley-VCH GmbH.)
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- 2020
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29. Cryopreservation and functional analysis of cardiac autonomic neurons.
- Author
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Torregrosa T, Webster S, Aghaizu C, Soucy JR, Bertucci C, Plant L, Koppes AN, and Koppes RA
- Subjects
- Cryopreservation, Neurons, Tyrosine 3-Monooxygenase, Autonomic Nervous System, Heart
- Abstract
Background: Generally, primary neurons are isolated and seeded within hours of isolation, but cryopreservation, documented for a small number of central and peripheral neuronal subtypes, can contribute to improved utility and reduce the cost of developing new in vitro models. The preservation of cells of the autonomic nervous system (ANS), specifically sympathetic and parasympathetic neurons, has not been explored., New Method: In this work, we establish a method for preserving cardiac ANS neurons as well as evaluating the phenotypical changes of dissociated superior cervical ganglia (sympathetic neurons) and intracardiac ganglia (parasympathetic neurons) for up to a month of storage in liquid nitrogen., Results: Neuron populations maintained a viability of at least 35%, and the extent of neurite outgrowth was not different from fresh cells, regardless of the storage duration studied. Expression of tyrosine hydroxylase and choline acetyl transferase were maintained over one month of cryopreservation in sympathetic and parasympathetic populations, respectively. Electrophysiological recordings for both neuron types indicate sustained characteristic resting potentials, excitability, and action potentials after more than one month in liquid nitrogen., Comparison With Existing Methods: Primary cultures of the autonomic nervous system have been previously established for in vitro investigations. This is the first example of preserving primary ANS neuron cultures for long-term on-demand use., Conclusions: This report describes a readily implemented method for cryopreserving sympathetic and parasympathetic neurons that does not alter neither morphological nor electrophysiological characteristics. This methodology expands the utility of ANS cultures for use in morphological and functional assays., Competing Interests: Declaration of Competing Interest The authors have no competing interests to declare., (Copyright © 2020 Elsevier B.V. All rights reserved.)
- Published
- 2020
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30. Open access epidemiologic data and an interactive dashboard to monitor the COVID-19 outbreak in Canada.
- Author
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Berry I, Soucy JR, Tuite A, and Fisman D
- Subjects
- Betacoronavirus, COVID-19, Canada, Coronavirus Infections, Pneumonia, Viral, SARS-CoV-2, Access to Information, Pandemics
- Abstract
Competing Interests: Competing interests: None declared.
- Published
- 2020
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31. Fluoroquinolone Use and Seasonal Patterns of Ciprofloxacin Resistance in Community-Acquired Urinary Escherichia coli Infection in a Large Urban Center.
- Author
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Soucy JR, Schmidt AM, Quach C, and Buckeridge DL
- Subjects
- Adult, Aged, Bacteriuria microbiology, Female, Humans, Linear Models, Male, Middle Aged, Seasons, Urban Population, Anti-Bacterial Agents, Bacteriuria drug therapy, Ciprofloxacin, Drug Resistance, Bacterial, Escherichia coli physiology, Escherichia coli Infections drug therapy
- Abstract
Urinary tract infections caused by the bacterium Escherichia coli are among the most frequently encountered infections and are a common reason for antimicrobial prescriptions. Resistance to fluoroquinolone antimicrobial agents, particularly ciprofloxacin, has increased in recent decades. It is intuitive that variation in fluoroquinolone resistance is driven by changes in antimicrobial use, but careful study of this association requires the use of time-series methods. Between April 2010 and December 2014, we studied seasonal variation in resistance to ciprofloxacin, trimethoprim-sulfamethoxazole, and ampicillin in community-acquired urinary E. coli isolates in Montreal, Quebec, Canada. Using dynamic linear models, we investigated whether seasonal variation in resistance could be explained by seasonal variation in community antimicrobial use. We found a positive association between total fluoroquinolone use lagged by 1 and 2 months and the proportion of isolates resistant to ciprofloxacin. Our results suggest that resistance to ciprofloxacin is responsive to short-term variation in antimicrobial use. Thus, antimicrobial stewardship campaigns to reduce fluoroquinolone use, particularly in the winter when use is highest, are likely to be a valuable tool in the struggle against antimicrobial resistance., (© The Author(s) 2019. Published by Oxford University Press on behalf of the Johns Hopkins Bloomberg School of Public Health. All rights reserved. For permissions, please e-mail: journals.permissions@oup.com.)
- Published
- 2020
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32. Glial cells influence cardiac permittivity as evidenced through in vitro and in silico models.
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Soucy JR, Askaryan J, Diaz D, Koppes AN, Annabi N, and Koppes RA
- Subjects
- Animals, Cell Proliferation, Computer Simulation, Hydrogels chemistry, Myocardium cytology, Myocytes, Cardiac chemistry, Neuroglia chemistry, Rats, Rats, Sprague-Dawley, Schwann Cells chemistry, Schwann Cells cytology, Myocytes, Cardiac cytology, Neuroglia cytology, Tissue Engineering methods
- Abstract
Excitation-contraction (EC) coupling in the heart has, until recently, been solely accredited to cardiomyocytes. The inherent complexities of the heart make it difficult to examine non-muscle contributions to contraction in vivo, and conventional in vitro models fail to capture multiple features and cellular heterogeneity of the myocardium. Here, we report on the development of a 3D cardiac μTissue to investigate changes in the cellular composition of native myocardium in vitro. Cells are encapsulated within micropatterned gelatin-based hydrogels formed via visible light photocrosslinking. This system enables spatial control of the microarchitecture, perturbation of the cellular composition, and functional measures of EC coupling via video microscopy and a custom algorithm to quantify beat frequency and degree of coordination. To demonstrate the robustness of these tools and evaluate the impact of altered cell population densities on cardiac μTissues, contractility and cell morphology were assessed with the inclusion of exogenous non-myelinating Schwann cells (SCs). Results demonstrate that the addition of exogenous SCs alter cardiomyocyte EC, profoundly inhibiting the response to electrical pacing. Computational modeling of connexin-mediated coupling suggests that SCs impact cardiomyocyte resting potential and rectification following depolarization. Cardiac μTissues hold potential for examining the role of cellular heterogeneity in heart health, pathologies, and cellular therapies.
- Published
- 2019
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33. Instrumented Microphysiological Systems for Real-Time Measurement and Manipulation of Cellular Electrochemical Processes.
- Author
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Soucy JR, Bindas AJ, Koppes AN, and Koppes RA
- Abstract
Recent advancements in electronic materials and subsequent surface modifications have facilitated real-time measurements of cellular processes far beyond traditional passive recordings of neurons and muscle cells. Specifically, the functionalization of conductive materials with ligand-binding aptamers has permitted the utilization of traditional electronic materials for bioelectronic sensing. Further, microfabrication techniques have better allowed microfluidic devices to recapitulate the physiological and pathological conditions of complex tissues and organs in vitro or microphysiological systems (MPS). The convergence of these models with advances in biological/biomedical microelectromechanical systems (BioMEMS) instrumentation has rapidly bolstered a wide array of bioelectronic platforms for real-time cellular analytics. In this review, we provide an overview of the sensing techniques that are relevant to MPS development and highlight the different organ systems to integrate instrumentation for measurement and manipulation of cellular function. Special attention is given to how instrumented MPS can disrupt the drug development and fundamental mechanistic discovery processes., (Copyright © 2019 The Authors. Published by Elsevier Inc. All rights reserved.)
- Published
- 2019
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34. Bioprinting of a Cell-Laden Conductive Hydrogel Composite.
- Author
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Spencer AR, Shirzaei Sani E, Soucy JR, Corbet CC, Primbetova A, Koppes RA, and Annabi N
- Subjects
- Animals, Cell Line, Male, Mice, Rats, Rats, Wistar, Biocompatible Materials chemistry, Biocompatible Materials pharmacology, Bioprinting, Electric Conductivity, Hydrogels chemistry, Hydrogels pharmacology, Materials Testing
- Abstract
Bioprinting has gained significant attention for creating biomimetic tissue constructs with potential to be used in biomedical applications such as drug screening or regenerative medicine. Ideally, biomaterials used for three-dimensional (3D) bioprinting should match the mechanical, hydrostatic, bioelectric, and physicochemical properties of the native tissues. However, many materials with these tissue-like properties are not compatible with printing techniques without modifying their compositions. In addition, integration of cell-laden biomaterials with bioprinting methodologies that preserve their physicochemical properties remains a challenge. In this work, a biocompatible conductive hydrogel composed of gelatin methacryloyl (GelMA) and poly(3,4-ethylenedioxythiophene):poly(styrenesulfonate) (PEDOT:PSS) was synthesized and bioprinted to form complex, 3D cell-laden structures. The biofabricated conductive hydrogels were formed by an initial cross-linking step of the PEDOT:PSS with bivalent calcium ions and a secondary photopolymerization step with visible light to cross-link the GelMA component. These modifications enabled tuning the mechanical properties of the hydrogels, with Young's moduli ranging from ∼40-150 kPa, as well as tunable conductivity by varying the concentration of PEDOT:PSS. In addition, the hydrogels degraded in vivo with no substantial inflammatory responses as demonstrated by haematoxylin and eosin (H&E) and immunofluorescent staining of subcutaneously implanted samples in Wistar rats. The parameters for forming a slurry of microgel particles to support 3D bioprinting of the engineered cell-laden hydrogel were optimized to form constructs with improved resolution. High cytocompatibility and cell spreading were demonstrated in both wet-spinning and 3D bioprinting of cell-laden hydrogels with the new conductive hydrogel-based bioink and printing methodology. The synergy of an advanced fabrication method and conductive hydrogel presented here is promising for engineering complex conductive and cell-laden structures.
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- 2019
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35. Joint Modeling of Resistance to Six Antimicrobials in Urinary Escherichia coli Isolates in Quebec, Canada.
- Author
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Soucy JR, Schmidt AM, Frenette C, Dolcé P, Boudreault AA, Buckeridge DL, and Quach C
- Subjects
- Adolescent, Adult, Aged, Aged, 80 and over, Community-Acquired Infections drug therapy, Community-Acquired Infections microbiology, Female, Humans, Male, Microbial Sensitivity Tests methods, Middle Aged, Quebec, Urinary Tract microbiology, Urinary Tract Infections microbiology, Young Adult, Anti-Infective Agents therapeutic use, Drug Resistance, Bacterial drug effects, Escherichia coli drug effects, Escherichia coli Infections drug therapy, Urinary Tract Infections drug therapy
- Abstract
Empirical treatment of urinary tract infections should be based on susceptibility profiles specific to the locale and patient population. Additionally, these susceptibility profiles should account for correlations between resistance to different types of antimicrobials. We used hierarchical logistic regression models to investigate geographic, temporal, and demographic trends in resistance to six antimicrobials in community-acquired and nosocomial urinary E. coli isolates from three communities in the province of Quebec, Canada, procured between April 2010 and December 2017. A total of 74,986 community-acquired (patient age, ≥18 years) and 4,384 nosocomial isolates (patient age, ≥65 years) were analyzed. In both community-acquired and nosocomial isolates, we found geographic variation in the prevalence of resistance. Male sex (community-acquired hierarchical mean odds ratio [OR], 1.24; 95% credible interval [CI], 1.02 to 1.50; nosocomial hierarchical mean OR, 1.16, 95% CI, 0.92 to 1.41) and recent hospitalization (community-acquired hierarchical mean OR, 1.49; 95% CI, 1.33 to 1.66; nosocomial hierarchical mean OR, 1.31; 95% CI, 0.99 to 1.78) were associated with a higher risk of resistance to most types of antimicrobials. We found distinct seasonal trends in both community-acquired and nosocomial isolates, but only community-acquired isolates showed a consistent annual pattern. Ciprofloxacin resistance increased sharply with patient age. We found clinically relevant differences in antimicrobial resistance in urinary E. coli isolates between locales and patient populations in the province of Quebec. These results could help inform empirical treatment decisions for urinary tract infections. In the future, similar models integrating local, provincial, and national resistance data could be incorporated into decision support systems for clinicians., (Copyright © 2019 Soucy et al.)
- Published
- 2019
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36. Advances in Receptor-Mediated, Tumor-Targeted Drug Delivery.
- Author
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Large DE, Soucy JR, Hebert J, and Auguste DT
- Abstract
Receptor-mediated drug delivery presents an opportunity to enhance therapeutic efficiency by accumulating drug within the tissue of interest and reducing undesired, off-target effects. In cancer, receptor overexpression is a platform for binding and inhibiting pathways that shape biodistribution, toxicity, cell binding and uptake, and therapeutic function. This review will identify tumor-targeted drug delivery vehicles and receptors that show promise for clinical translation based on quantitative in vitro and in vivo data. The authors describe the rationale to engineer a targeted drug delivery vehicle based on the ligand, chemical conjugation method, and type of drug delivery vehicle. Recent advances in multivalent targeting and ligand organization on tumor accumulation are discussed. Revolutionizing receptor-mediated drug delivery may be leveraged in the therapeutic delivery of chemotherapy, gene editing tools, and epigenetic drugs., Competing Interests: Conflict of Interest The authors declare no conflict of interest.
- Published
- 2019
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37. You Only Die Twice.
- Author
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Soucy JR, Kutcher SA, MacLean E, and Sewitch MJ
- Published
- 2019
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38. Photocrosslinkable Gelatin/Tropoelastin Hydrogel Adhesives for Peripheral Nerve Repair.
- Author
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Soucy JR, Shirzaei Sani E, Portillo Lara R, Diaz D, Dias F, Weiss AS, Koppes AN, Koppes RA, and Annabi N
- Subjects
- Animals, Female, Male, Rats, Rats, Sprague-Dawley, Rats, Wistar, Adhesives chemistry, Adhesives pharmacology, Gelatin chemistry, Gelatin pharmacology, Hydrogels chemistry, Hydrogels pharmacology, Nerve Regeneration drug effects, Sciatic Nerve injuries, Sciatic Nerve physiology, Tropoelastin chemistry, Tropoelastin pharmacology
- Abstract
Suturing peripheral nerve transections is the predominant therapeutic strategy for nerve repair. However, the use of sutures leads to scar tissue formation, hinders nerve regeneration, and prevents functional recovery. Fibrin-based adhesives have been widely used for nerve reconstruction, but their limited adhesive and mechanical strength and inability to promote nerve regeneration hamper their utility as a stand-alone intervention. To overcome these challenges, we engineered composite hydrogels that are neurosupportive and possess strong tissue adhesion. These composites were synthesized by photocrosslinking two naturally derived polymers, gelatin-methacryloyl (GelMA) and methacryloyl-substituted tropoelastin (MeTro). The engineered materials exhibited tunable mechanical properties by varying the GelMA/MeTro ratio. In addition, GelMA/MeTro hydrogels exhibited 15-fold higher adhesive strength to nerve tissue ex vivo compared to fibrin control. Furthermore, the composites were shown to support Schwann cell (SC) viability and proliferation, as well as neurite extension and glial cell participation in vitro, which are essential cellular components for nerve regeneration. Finally, subcutaneously implanted GelMA/MeTro hydrogels exhibited slower degradation in vivo compared with pure GelMA, indicating its potential to support the growth of slowly regenerating nerves. Thus, GelMA/MeTro composites may be used as clinically relevant biomaterials to regenerate nerves and reduce the need for microsurgical suturing during nerve reconstruction.
- Published
- 2018
- Full Text
- View/download PDF
39. High-Resolution Ecological Niche Modeling of Ixodes scapularis Ticks Based on Passive Surveillance Data at the Northern Frontier of Lyme Disease Emergence in North America.
- Author
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Soucy JR, Slatculescu AM, Nyiraneza C, Ogden NH, Leighton PA, Kerr JT, and Kulkarni MA
- Subjects
- Animals, Communicable Diseases, Emerging epidemiology, Communicable Diseases, Emerging microbiology, Ecology, Epidemiological Monitoring, Lyme Disease microbiology, Models, Theoretical, North America epidemiology, Population Surveillance, Tick-Borne Diseases microbiology, Borrelia burgdorferi isolation & purification, Ixodes microbiology, Lyme Disease epidemiology, Tick-Borne Diseases epidemiology
- Abstract
Background: Lyme disease (LD) is a bacterial infection transmitted by the black-legged tick (Ixodes scapularis) in eastern North America. It is an emerging disease in Canada due to the expanding range of its tick vector. Environmental risk maps for LD, based on the distribution of the black-legged tick, have focused on coarse determinants such as climate. However, climatic factors vary little within individual health units, the level at which local public health decision-making takes place. We hypothesize that high-resolution environmental data and routinely collected passive surveillance data can be used to develop valid models for tick occurrence and provide insight into ecological processes affecting tick presence at fine scales., Methods: We used a maximum entropy algorithm (MaxEnt) to build a habitat suitability model for I. scapularis in Ottawa, Ontario, Canada using georeferenced occurrence points from passive surveillance data collected between 2013 and 2016 and high-resolution land cover and elevation data. We evaluated our model using an independent tick presence/absence dataset collected through active surveillance at 17 field sites during the summer of 2017., Results: Our model showed a good ability to discriminate positive sites from negative sites for tick presence (AUC = 0.878 ± 0.019, classification accuracy = 0.835 ± 0.020). Heavily forested suburban and rural areas in the west and southwest of Ottawa had higher predicted suitability than the more agricultural eastern areas., Conclusions: This study demonstrates the value of passive surveillance data to model local-scale environmental risk for the tick vector of LD at sites of interest to public health. Given the rising incidence of LD and other emerging vector-borne diseases in Canada, our findings support the ongoing collection of these data and collaboration with researchers to provide a timely and accurate portrait of evolving public health risk.
- Published
- 2018
- Full Text
- View/download PDF
40. Antagonistic interactions of soil pseudomonads are structured in time.
- Author
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Kraemer SA, Soucy JR, and Kassen R
- Subjects
- Bacterial Toxins genetics, Biodiversity, Ecosystem, Exotoxins genetics, Microbiota physiology, Pseudomonas classification, Pseudomonas genetics, Soil, Soil Microbiology, Antibiosis physiology, Bacterial Toxins metabolism, Exotoxins metabolism, Pseudomonas metabolism
- Abstract
Social interactions have been invoked as potential major selective forces structuring natural microbial communities and thus may help explain the astonishing bacterial diversity of natural ecosystems. Here, we investigate the prevalence and structure of exotoxin-mediated antagonistic interactions among free-living soil Pseudomonas strains collected over the course of 2 years at distances of up to 1 km. Unlike some previous studies on antagonistic interactions among natural isolates, we found the prevalence of exotoxin-mediated inhibitions to be relatively low. When present, antagonistic interactions show a weakly positive relationship with genetic relatedness and metabolic similarity. Isolates sampled from the same growing season were significantly more likely to inhibit each other than they were to inhibit isolates from different growing seasons. Exotoxin-mediated antagonistic interactions between soil pseudomonads thus seem to be structured in time but do not appear to be a major selective force shaping free-living soil bacterial communities of pseudomonads.
- Published
- 2017
- Full Text
- View/download PDF
41. Osteitis condensans ilii.
- Author
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Soucy JC Jr, Pitts WH Jr, Soucy JC Sr, and Smyth CJ
- Subjects
- Adult, Anti-Inflammatory Agents therapeutic use, Female, Humans, Indians, North American, Indomethacin therapeutic use, Osteitis drug therapy, Radiography, Ilium diagnostic imaging, Osteitis diagnostic imaging
- Published
- 1969
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