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Tokizawa M, Enomoto T, Chandnani R, Mora-Macías J, Burbridge C, Armenta-Medina A, Kobayashi Y, Yamamoto YY, Koyama H, Kochian LV. The transcription factors, STOP1 and TCP20, are required for root system architecture alterations in response to nitrate deficiency. Proc Natl Acad Sci U S A 2023; 120:e2300446120. [PMID: 37611056 PMCID: PMC10469342 DOI: 10.1073/pnas.2300446120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2023] [Accepted: 06/27/2023] [Indexed: 08/25/2023] Open
Abstract
Nitrate distribution in soils is often heterogeneous. Plants have adapted to this by modifying their root system architecture (RSA). Previous studies showed that NITRATE-TRANSPORTER1.1 (NRT1.1), which also transports auxin, helps inhibit lateral root primordia (LRP) emergence in nitrate-poor patches, by preferentially transporting auxin away from the LRP. In this study, we identified the regulatory system for this response involving the transcription factor (TF), SENSITIVE-TO-PROTON-RHIZOTOXICITY1 (STOP1), which is accumulated in the nuclei of LRP cells under nitrate deficiency and directly regulates Arabidopsis NRT1.1 expression. Mutations in STOP1 mimic the root phenotype of the loss-of-function NRT1.1 mutant under nitrate deficiency, compared to wild-type plants, including increased LR growth and higher DR5promoter activity (i.e., higher LRP auxin signaling/activity). Nitrate deficiency-induced LR growth inhibition was almost completely reversed when STOP1 and the TF, TEOSINTE-BRANCHED1,-CYCLOIDEA,-PCF-DOMAIN-FAMILY-PROTEIN20 (TCP20), a known activator of NRT1.1 expression, were both mutated. Thus, the STOP1-TCP20 system is required for activation of NRT1.1 expression under nitrate deficiency, leading to reduced LR growth in nitrate-poor regions. We found this STOP1-mediated system is more active as growth media becomes more acidic, which correlates with reductions in soil nitrate as the soil pH becomes more acidic. STOP1 has been shown to be involved in RSA modifications in response to phosphate deficiency and increased potassium uptake, hence, our findings indicate that root growth regulation in response to low availability of the major fertilizer nutrients, nitrogen, phosphorus and potassium, all involve STOP1, which may allow plants to maintain appropriate root growth under the complex and varying soil distribution of nutrients.
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Affiliation(s)
- Mutsutomo Tokizawa
- Global Institute for Food Security, University of Saskatchewan, Saskatoon, SaskatchewanS7N 4J8, Canada
| | - Takuo Enomoto
- Applied Biological Sciences, Gifu University, Gifu501-1193, Japan
| | - Rahul Chandnani
- Global Institute for Food Security, University of Saskatchewan, Saskatoon, SaskatchewanS7N 4J8, Canada
- NRGene Canada Inc., Saskatoon, SKS7N 3R3, Canada
| | - Javier Mora-Macías
- Global Institute for Food Security, University of Saskatchewan, Saskatoon, SaskatchewanS7N 4J8, Canada
| | - Connor Burbridge
- Global Institute for Food Security, University of Saskatchewan, Saskatoon, SaskatchewanS7N 4J8, Canada
| | - Alma Armenta-Medina
- Global Institute for Food Security, University of Saskatchewan, Saskatoon, SaskatchewanS7N 4J8, Canada
| | - Yuriko Kobayashi
- Applied Biological Sciences, Gifu University, Gifu501-1193, Japan
| | - Yoshiharu Y. Yamamoto
- Applied Biological Sciences, Gifu University, Gifu501-1193, Japan
- RIKEN Center for Sustainable Resource Science, Yokohama230-0045, Japan
| | - Hiroyuki Koyama
- Applied Biological Sciences, Gifu University, Gifu501-1193, Japan
| | - Leon V. Kochian
- Global Institute for Food Security, University of Saskatchewan, Saskatoon, SaskatchewanS7N 4J8, Canada
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Alcaraz AJG, Baraniuk S, Mikulášek K, Park B, Lane T, Burbridge C, Ewald J, Potěšil D, Xia J, Zdráhal Z, Schneider D, Crump D, Basu N, Hogan N, Brinkmann M, Hecker M. Comparative analysis of transcriptomic points-of-departure (tPODs) and apical responses in embryo-larval fathead minnows exposed to fluoxetine. Environ Pollut 2022; 295:118667. [PMID: 34896397 DOI: 10.1016/j.envpol.2021.118667] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/14/2021] [Revised: 11/17/2021] [Accepted: 12/08/2021] [Indexed: 06/14/2023]
Abstract
Current approaches in chemical hazard assessment face significant challenges because they rely on live animal testing, which is time-consuming, expensive, and ethically questionable. These concerns serve as an impetus to develop new approach methodologies (NAMs) that do not rely on live animal tests. This study explored a molecular benchmark dose (BMD) approach using a 7-day embryo-larval fathead minnow (FHM) assay to derive transcriptomic points-of-departure (tPODs) to predict apical BMDs of fluoxetine (FLX), a highly prescribed and potent selective serotonin reuptake inhibitor frequently detected in surface waters. Fertilized FHM embryos were exposed to graded concentrations of FLX (confirmed at < LOD, 0.19, 0.74, 3.38, 10.2, 47.5 μg/L) for 32 days. Subsets of fish were subjected to omics and locomotor analyses at 7 days post-fertilization (dpf) and to histological and biometric measurements at 32 dpf. Enrichment analyses of transcriptomics and proteomics data revealed significant perturbations in gene sets associated with serotonergic and axonal functions. BMD analysis resulted in tPOD values of 0.56 μg/L (median of the 20 most sensitive gene-level BMDs), 5.0 μg/L (tenth percentile of all gene-level BMDs), 7.51 μg/L (mode of the first peak of all gene-level BMDs), and 5.66 μg/L (pathway-level BMD). These tPODs were protective of locomotor and reduced body weight effects (LOEC of 10.2 μg/L) observed in this study and were reflective of chronic apical BMDs of FLX reported in the literature. Furthermore, the distribution of gene-level BMDs followed a bimodal pattern, revealing disruption of sensitive neurotoxic pathways at low concentrations and metabolic pathway perturbations at higher concentrations. This is one of the first studies to derive protective tPODs for FLX using a short-term embryo assay at a life stage not considered to be a live animal under current legislations.
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Affiliation(s)
| | - Shaina Baraniuk
- Toxicology Centre, University of Saskatchewan, Saskatoon, SK, S7N 5B3, Canada
| | - Kamil Mikulášek
- Central European Institute of Technology, Masaryk University, Brno, CZ-625 00, Czech Republic
| | - Bradley Park
- Toxicology Centre, University of Saskatchewan, Saskatoon, SK, S7N 5B3, Canada
| | - Taylor Lane
- Toxicology Centre, University of Saskatchewan, Saskatoon, SK, S7N 5B3, Canada; Department of Environment and Geography, University of York, Heslington, YO10 5NG, United Kingdom
| | - Connor Burbridge
- Global Institute for Food Security, University of Saskatchewan, Saskatoon, SK, S7N 0W9, Canada
| | - Jessica Ewald
- Faculty of Agricultural and Environmental Sciences, McGill University, Montreal, QC, H9X 3V9, Canada
| | - David Potěšil
- Central European Institute of Technology, Masaryk University, Brno, CZ-625 00, Czech Republic
| | - Jianguo Xia
- Faculty of Agricultural and Environmental Sciences, McGill University, Montreal, QC, H9X 3V9, Canada
| | - Zbyněk Zdráhal
- Central European Institute of Technology, Masaryk University, Brno, CZ-625 00, Czech Republic
| | - David Schneider
- Global Institute for Food Security, University of Saskatchewan, Saskatoon, SK, S7N 0W9, Canada; School of the Environment and Sustainability, University of Saskatchewan, Saskatoon, SK, S7N 5C8, Canada
| | - Doug Crump
- Environment and Climate Change Canada, National Wildlife Research Centre, Ottawa, ON, K1A 0H3, Canada
| | - Niladri Basu
- Faculty of Agricultural and Environmental Sciences, McGill University, Montreal, QC, H9X 3V9, Canada
| | - Natacha Hogan
- Toxicology Centre, University of Saskatchewan, Saskatoon, SK, S7N 5B3, Canada; Department of Animal and Poultry Science, College of Agriculture and Bioresources, University of Saskatchewan, Saskatoon, SK, S7N 5A8, Canada
| | - Markus Brinkmann
- Toxicology Centre, University of Saskatchewan, Saskatoon, SK, S7N 5B3, Canada; School of the Environment and Sustainability, University of Saskatchewan, Saskatoon, SK, S7N 5C8, Canada; Global Institute for Water Security, University of Saskatchewan, Saskatoon, SK, S7N 3H5, Canada
| | - Markus Hecker
- Toxicology Centre, University of Saskatchewan, Saskatoon, SK, S7N 5B3, Canada; School of the Environment and Sustainability, University of Saskatchewan, Saskatoon, SK, S7N 5C8, Canada; Global Institute for Water Security, University of Saskatchewan, Saskatoon, SK, S7N 3H5, Canada.
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Alcaraz AJG, Mikulášek K, Potěšil D, Park B, Shekh K, Ewald J, Burbridge C, Zdráhal Z, Schneider D, Xia J, Crump D, Basu N, Hecker M. Assessing the Toxicity of 17α-Ethinylestradiol in Rainbow Trout Using a 4-Day Transcriptomics Benchmark Dose (BMD) Embryo Assay. Environ Sci Technol 2021; 55:10608-10618. [PMID: 34292719 DOI: 10.1021/acs.est.1c02401] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
There is an urgent demand for more efficient and ethical approaches in ecological risk assessment. Using 17α-ethinylestradiol (EE2) as a model compound, this study established an embryo benchmark dose (BMD) assay for rainbow trout (RBT; Oncorhynchus mykiss) to derive transcriptomic points-of-departure (tPODs) as an alternative to live-animal tests. Embryos were exposed to graded concentrations of EE2 (measured: 0, 1.13, 1.57, 6.22, 16.3, 55.1, and 169 ng/L) from hatch to 4 and up to 60 days post-hatch (dph) to assess molecular and apical responses, respectively. Whole proteome analyses of alevins did not show clear estrogenic effects. In contrast, transcriptomics revealed responses that were in agreement with apical effects, including excessive accumulation of intravascular and hepatic proteinaceous fluid and significant increases in mortality at 55.1 and 169 ng/L EE2 at later time points. Transcriptomic BMD analysis estimated the median of the 20th lowest geneBMD to be 0.18 ng/L, the most sensitive tPOD. Other estimates (0.78, 3.64, and 1.63 ng/L for the 10th percentile geneBMD, first peak geneBMD distribution, and median geneBMD of the most sensitive over-represented pathway, respectively) were within the same order of magnitude as empirically derived apical PODs for EE2 in the literature. This 4-day alternative RBT embryonic assay was effective in deriving tPODs that are protective of chronic effects of EE2.
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Affiliation(s)
- Alper James G Alcaraz
- Toxicology Centre, University of Saskatchewan, Saskatoon, Saskatchewan, Canada S7N 5B3
| | - Kamil Mikulášek
- Central European Institute of Technology, Masaryk University, Brno CZ-625 00, Czech Republic
| | - David Potěšil
- Central European Institute of Technology, Masaryk University, Brno CZ-625 00, Czech Republic
| | - Bradley Park
- Toxicology Centre, University of Saskatchewan, Saskatoon, Saskatchewan, Canada S7N 5B3
| | - Kamran Shekh
- Toxicology Centre, University of Saskatchewan, Saskatoon, Saskatchewan, Canada S7N 5B3
| | - Jessica Ewald
- Faculty of Agricultural and Environmental Sciences, McGill University, Montreal, Quebec, Canada H9X 3V9
| | - Connor Burbridge
- Global Institute for Food Security, University of Saskatchewan, Saskatoon, Saskatchewan, Canada S7N 0W9
| | - Zbyněk Zdráhal
- Central European Institute of Technology, Masaryk University, Brno CZ-625 00, Czech Republic
| | - David Schneider
- Global Institute for Food Security, University of Saskatchewan, Saskatoon, Saskatchewan, Canada S7N 0W9
- School of the Environment and Sustainability, University of Saskatchewan, Saskatoon, Saskatchewan, Canada S7N 5C8
| | - Jianguo Xia
- Faculty of Agricultural and Environmental Sciences, McGill University, Montreal, Quebec, Canada H9X 3V9
| | - Doug Crump
- Environment and Climate Change Canada, National Wildlife Research Centre, Ottawa, Ontario, Canada K1A 0H3
| | - Niladri Basu
- Faculty of Agricultural and Environmental Sciences, McGill University, Montreal, Quebec, Canada H9X 3V9
| | - Markus Hecker
- Toxicology Centre, University of Saskatchewan, Saskatoon, Saskatchewan, Canada S7N 5B3
- School of the Environment and Sustainability, University of Saskatchewan, Saskatoon, Saskatchewan, Canada S7N 5C8
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Alcaraz AJG, Potěšil D, Mikulášek K, Green D, Park B, Burbridge C, Bluhm K, Soufan O, Lane T, Pipal M, Brinkmann M, Xia J, Zdráhal Z, Schneider D, Crump D, Basu N, Hogan N, Hecker M. Development of a Comprehensive Toxicity Pathway Model for 17α-Ethinylestradiol in Early Life Stage Fathead Minnows ( Pimephales promelas). Environ Sci Technol 2021; 55:5024-5036. [PMID: 33755441 DOI: 10.1021/acs.est.0c05942] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
There is increasing pressure to develop alternative ecotoxicological risk assessment approaches that do not rely on expensive, time-consuming, and ethically questionable live animal testing. This study aimed to develop a comprehensive early life stage toxicity pathway model for the exposure of fish to estrogenic chemicals that is rooted in mechanistic toxicology. Embryo-larval fathead minnows (FHM; Pimephales promelas) were exposed to graded concentrations of 17α-ethinylestradiol (water control, 0.01% DMSO, 4, 20, and 100 ng/L) for 32 days. Fish were assessed for transcriptomic and proteomic responses at 4 days post-hatch (dph), and for histological and apical end points at 28 dph. Molecular analyses revealed core responses that were indicative of observed apical outcomes, including biological processes resulting in overproduction of vitellogenin and impairment of visual development. Histological observations indicated accumulation of proteinaceous fluid in liver and kidney tissues, energy depletion, and delayed or suppressed gonad development. Additionally, fish in the 100 ng/L treatment group were smaller than controls. Integration of omics data improved the interpretation of perturbations in early life stage FHM, providing evidence of conservation of toxicity pathways across levels of biological organization. Overall, the mechanism-based embryo-larval FHM model showed promise as a replacement for standard adult live animal tests.
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Affiliation(s)
- Alper James G Alcaraz
- Toxicology Centre, University of Saskatchewan, Saskatoon, Saskatchewan S7N 5B3, Canada
| | - David Potěšil
- Central European Institute of Technology, Masaryk University, Brno 625 00, Czech Republic
| | - Kamil Mikulášek
- Central European Institute of Technology, Masaryk University, Brno 625 00, Czech Republic
| | - Derek Green
- Toxicology Centre, University of Saskatchewan, Saskatoon, Saskatchewan S7N 5B3, Canada
| | - Bradley Park
- Toxicology Centre, University of Saskatchewan, Saskatoon, Saskatchewan S7N 5B3, Canada
| | - Connor Burbridge
- Global Institute for Food Security, University of Saskatchewan, Saskatoon, Saskatchewan S7N 0W9, Canada
| | - Kerstin Bluhm
- Toxicology Centre, University of Saskatchewan, Saskatoon, Saskatchewan S7N 5B3, Canada
| | - Othman Soufan
- Computer Science Department, St. Francis Xavier University, Antigonish, Nova Scotia B2G 2W5, Canada
| | - Taylor Lane
- Toxicology Centre, University of Saskatchewan, Saskatoon, Saskatchewan S7N 5B3, Canada
- Department of Environment and Geography, York University, York YO10 5NG, United Kingdom
| | - Marek Pipal
- RECETOX, Masaryk University, Brno 625 00, Czech Republic
| | - Markus Brinkmann
- Toxicology Centre, University of Saskatchewan, Saskatoon, Saskatchewan S7N 5B3, Canada
- School of the Environment and Sustainability, University of Saskatchewan, Saskatoon, Saskatchewan S7N 5C8, Canada
- Global Institute for Water Security, University of Saskatchewan, Saskatoon, Saskatchewan S7N 3H5, Canada
| | - Jianguo Xia
- Faculty of Agricultural and Environmental Sciences, McGill University, Montreal, Quebec H9X 3V9, Canada
| | - Zbyněk Zdráhal
- Central European Institute of Technology, Masaryk University, Brno 625 00, Czech Republic
| | - David Schneider
- Global Institute for Food Security, University of Saskatchewan, Saskatoon, Saskatchewan S7N 0W9, Canada
- School of the Environment and Sustainability, University of Saskatchewan, Saskatoon, Saskatchewan S7N 5C8, Canada
| | - Doug Crump
- Environment and Climate Change Canada, National Wildlife Research Centre, Ottawa, Ontario K1A 0H3, Canada
| | - Niladri Basu
- Faculty of Agricultural and Environmental Sciences, McGill University, Montreal, Quebec H9X 3V9, Canada
| | - Natacha Hogan
- Toxicology Centre, University of Saskatchewan, Saskatoon, Saskatchewan S7N 5B3, Canada
- Department of Animal and Poultry Science, College of Agriculture and Bioresources, University of Saskatchewan, Saskatoon, Saskatchewan S7N 5A8, Canada
| | - Markus Hecker
- Toxicology Centre, University of Saskatchewan, Saskatoon, Saskatchewan S7N 5B3, Canada
- School of the Environment and Sustainability, University of Saskatchewan, Saskatoon, Saskatchewan S7N 5C8, Canada
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Kovalchuk I, Pellino M, Rigault P, van Velzen R, Ebersbach J, Ashnest JR, Mau M, Schranz ME, Alcorn J, Laprairie RB, McKay JK, Burbridge C, Schneider D, Vergara D, Kane NC, Sharbel TF. The Genomics of Cannabis and Its Close Relatives. Annu Rev Plant Biol 2020; 71:713-739. [PMID: 32155342 DOI: 10.1146/annurev-arplant-081519-040203] [Citation(s) in RCA: 56] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/22/2023]
Abstract
Cannabis sativa L. is an important yet controversial plant with a long history of recreational, medicinal, industrial, and agricultural use, and together with its sister genus Humulus, it represents a group of plants with a myriad of academic, agricultural, pharmaceutical, industrial, and social interests. We have performed a meta-analysis of pooled published genomics data, andwe present a comprehensive literature review on the evolutionary history of Cannabis and Humulus, including medicinal and industrial applications. We demonstrate that current Cannabis genome assemblies are incomplete, with ∼10% missing, 10-25% unmapped, and 45S and 5S ribosomal DNA clusters as well as centromeres/satellite sequences not represented. These assemblies are also ordered at a low resolution, and their consensus quality clouds the accurate annotation of complete, partial, and pseudogenized gene copies. Considering the importance of genomics in the development of any crop, this analysis underlines the need for a coordinated effort to quantify the genetic and biochemical diversity of this species.
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Affiliation(s)
- I Kovalchuk
- Department of Biology, University of Lethbridge, Lethbridge, Alberta T1K 3M4, Canada
| | - M Pellino
- College of Agriculture and Bioresources, University of Saskatchewan, Saskatoon, Saskatchewan S7N 4J8, Canada;
| | - P Rigault
- Gydle Inc., Québec, Québec G1S 1E7, Canada
- Center for Organismal Studies (COS), University of Heidelberg, 69120 Heidelberg, Germany
| | - R van Velzen
- Biosystematics Group, Wageningen University, 6703 BD Wageningen, The Netherlands
- Bedrocan International, 9640 CA Veendam, The Netherlands
| | - J Ebersbach
- Saskatoon Research and Development Centre, Agriculture and Agri-Food Canada, Saskatoon, Saskatchewan S7N 0X2, Canada
| | - J R Ashnest
- College of Agriculture and Bioresources, University of Saskatchewan, Saskatoon, Saskatchewan S7N 4J8, Canada;
| | - M Mau
- College of Agriculture and Bioresources, University of Saskatchewan, Saskatoon, Saskatchewan S7N 4J8, Canada;
| | - M E Schranz
- Biosystematics Group, Wageningen University, 6703 BD Wageningen, The Netherlands
| | - J Alcorn
- College of Pharmacy and Nutrition, University of Saskatchewan, Saskatoon, Saskatchewan S7N 5E5, Canada
| | - R B Laprairie
- College of Pharmacy and Nutrition, University of Saskatchewan, Saskatoon, Saskatchewan S7N 5E5, Canada
- Department of Pharmacology, College of Medicine, Dalhousie University, Halifax, Nova Scotia B3H 4R2, Canada
| | - J K McKay
- College of Agricultural Sciences, Colorado State University, Fort Collins, Colorado 80523, USA
| | - C Burbridge
- School of Environment and Sustainability, University of Saskatchewan, Saskatoon, Saskatchewan S7N 5E5, Canada
| | - D Schneider
- School of Environment and Sustainability, University of Saskatchewan, Saskatoon, Saskatchewan S7N 5E5, Canada
| | - D Vergara
- Department of Ecology and Evolutionary Biology, University of Colorado, Boulder, Colorado 80309, USA
| | - N C Kane
- Department of Ecology and Evolutionary Biology, University of Colorado, Boulder, Colorado 80309, USA
| | - T F Sharbel
- College of Agriculture and Bioresources, University of Saskatchewan, Saskatoon, Saskatchewan S7N 4J8, Canada;
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Burbridge B, Burbridge C, Costa J, Carter Y. ODIN: Adaptation of an HTML 5-Compatible DICOM Viewer for MIRC-TFS, Enhancing the Incorporation of Clinical Images into the Health Science Curriculum. Med Sci Educ 2019; 29:11-17. [PMID: 34457441 PMCID: PMC8368957 DOI: 10.1007/s40670-018-00679-w] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
INTRODUCTION The use of diagnostic radiology images while teaching has been proven to enhance student learning. The incorporation of images in the Digital Imaging and Communications in Medicine (DICOM) format has been hindered by the lack of integrated, DICOM image-compatible, viewing software. BACKGROUND A project was developed to facilitate the migration of clinical diagnostic radiology images, in their native DICOM format into the curriculum at the undergraduate level, including the Medical School, while anonymizing the images and presenting them in a way that simulates a clinical Picture Archive and Communication System (PACS). These images can be directly incorporated into Blackboard Learn or into other applications using embedded URLs. DISCUSSION A teaching file server was deployed using the Medical Imaging Resource Community-Teaching File System (MIRC-TFS) platform. An HTML5, DICOM image viewing server was developed and deployed. Plugins were created to integrate the anonymized images in the MIRC-TFS server with the HTML5 DICOM viewer and Blackboard Learn. The solution was deployed at an undergraduate level. CONCLUSION This project has resulted in the successful development and deployment of a variety of solutions, including an HTML 5 DICOM viewer, that has allowed for the incorporation of anonymized DICOM images from a clinical imaging repository into the undergraduate curriculum.
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Affiliation(s)
- Brent Burbridge
- Department of Medical Imaging, College of Medicine, University of Saskatchewan, Saskatoon, SK Canada
- Medical Imaging, Royal University Hospital, 103 Hospital Drive, Saskatoon, SK S7N 0W8 Canada
| | - Connor Burbridge
- Global Institute for Food Security, University of Saskatchewan, Saskatoon, SK Canada
| | - John Costa
- Information and Communications Technology, University of Saskatchewan, Saskatoon, SK Canada
| | - Yasmin Carter
- Department of Radiology, Division of Translational Anatomy, University of Massachusetts Medical School, Worcester, MA USA
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Li Y, Morris S, Cole J, Dube' S, Smith JAM, Burbridge C, Symonds T, Hudgens S, Wang W. Multidimensional daily diary of fatigue-fibromyalgia-17 items (MDF-fibro-17): part 2 psychometric evaluation in fibromyalgia patients. BMC Musculoskelet Disord 2017; 18:198. [PMID: 28521738 PMCID: PMC5437630 DOI: 10.1186/s12891-017-1545-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/11/2016] [Accepted: 04/30/2017] [Indexed: 11/16/2022] Open
Abstract
Background The Multidimensional Daily Diary of Fatigue-Fibromyalgia-17 instrument (MDF-Fibro-17) has been developed for use in fibromyalgia (FM) clinical studies and includes 5 domains: Global Fatigue Experience, Cognitive Fatigue, Physical Fatigue, Motivation, and Impact on Function. Psychometric properties of the MDF-Fibro-17 needed to demonstrate the appropriateness of using this instrument in clinical studies are presented. Methods Psychometric analyses were conducted to evaluate the factor structure, reliability, validity, and responsiveness of the MDF-Fibro-17 using data from a Phase 2 clinical study of FM patients (N = 381). Confirmatory factor analyses (CFA) were performed to ensure understanding of the multidimensional domain structure, and a secondary factor analysis of the domains examined the appropriateness of calculating a total score in addition to domain scores. Longitudinal psychometric analyses (test-retest reliability and responder analysis) were also conducted on the data from Baseline to Week 6. Results The CFA supported the 17-item, 5 domain structure of this instrument as the best fit of the data: comparative fit index (CFI) and non-normed fit index (NNFI) were 0.997 and 0.992 respectively, standardized root mean square residual (SRMR) was 0.010 and the root mean square error of approximation (RMSEA) was 0.06. In addition, total score (CFI and NNFI both 0.95) met required standards. For the total and 5 domain scores, reliability and validity data were acceptable: test-retest and internal consistency were above 0.9; correlations were as expected with the Global Fatigue Index (GFI) (0.62-0.75), Fibromyalgia Impact Questionnaire (FIQ) Total (0.59–0.71), and 36-Item Short Form Health Survey (SF-36) vitality (VT) (0.43–0.53); and discrimination was shown using quintile scores for the GFI, FIQ Total, and Pain Numeric Rating Scale (NRS) quartiles. In addition, sensitivity to change was demonstrated with an overall mean responder score of -2.59 using anchor-based methods. Conclusion The MDF-Fibro-17 reliably measures 5 domains of FM-related fatigue and psychometric evaluation confirms that this measure meets or exceeds each of the predefined acceptable thresholds for evidence of reliability, validity, and responsiveness to changes in clinical status. This suggests that the MDF-Fibro-17 is an appropriate and responsive measure of FM-related fatigue in clinical studies.
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Affiliation(s)
- Y Li
- Former employees, current consultants of Theravance Biopharma US, Inc, 901 Gateway Boulevard, South San Francisco, CA, 94080, USA.
| | - S Morris
- Former employees, current consultants of Theravance Biopharma US, Inc, 901 Gateway Boulevard, South San Francisco, CA, 94080, USA
| | - J Cole
- Former employees of Covance Market Access, San Diego, CA, USA
| | - S Dube'
- Consulting Associate Professor, Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, 94305, CA, USA.,Adjunct Professor, University of Pittsburgh Schools of Medicine, Pittsburg, 15260, PA, USA
| | - J A M Smith
- Former employees, current consultants of Theravance Biopharma US, Inc, 901 Gateway Boulevard, South San Francisco, CA, 94080, USA
| | - C Burbridge
- Clinical Outcomes Solutions, Unit 68 Basepoint, Shearway Business Park, Shearway Road, Folkestone, Kent, UK
| | - T Symonds
- Clinical Outcomes Solutions, Unit 68 Basepoint, Shearway Business Park, Shearway Road, Folkestone, Kent, UK
| | - S Hudgens
- Clinical Outcomes Solutions, 1790 E. River Rd., Suite 205, Tucson, AZ, 85718, USA
| | - W Wang
- Theravance Biopharma US, Inc., San Francisco, CA, USA
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Morris S, Li Y, Burbridge C, Symonds T, Hudgens S. AB0949 Development of the Multidimensional Daily Diary of Fatigue Symptoms-Fibromyalgia-17 Item Instrument (DFS-Fibro-17) in Fibromyalgia Patients. Ann Rheum Dis 2015. [DOI: 10.1136/annrheumdis-2015-eular.4581] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
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