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Gene Expression and Data Analysis Pipeline Using Cancer BioPortal in the Classroom

At institutions with an emphasis on authentic research experiences as an integral part of the biology curriculum, COVID created a huge challenge for course instructors whose learning objectives were designed for such experiences. Moving such laboratory experiences online when remote learning became...

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Autores principales: Barnes, Chassidy N., Johnson, Blake P., Leacock, Stefanie W., Ceballos, Ruben M., Hensley, Lori L., Reyna, Nathan S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Society of Microbiology 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8011872/
https://www.ncbi.nlm.nih.gov/pubmed/33884053
http://dx.doi.org/10.1128/jmbe.v22i1.2315
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author Barnes, Chassidy N.
Johnson, Blake P.
Leacock, Stefanie W.
Ceballos, Ruben M.
Hensley, Lori L.
Reyna, Nathan S.
author_facet Barnes, Chassidy N.
Johnson, Blake P.
Leacock, Stefanie W.
Ceballos, Ruben M.
Hensley, Lori L.
Reyna, Nathan S.
author_sort Barnes, Chassidy N.
collection PubMed
description At institutions with an emphasis on authentic research experiences as an integral part of the biology curriculum, COVID created a huge challenge for course instructors whose learning objectives were designed for such experiences. Moving such laboratory experiences online when remote learning became necessary has resulted in a new model for CUREs that utilizes free online databases to provide not only a novel research experience for students, but also the opportunity to engage in big data analysis. Cancer BioPortal (cBioPortal) is an open-access collective cancer research resource for storing and exploring clinical, genomic, proteomic, and transcriptomic data. cBioPortal eliminates the computational barrier of interpreting complex genomic data by providing easily understandable visualization that can be interpreted and translated into relevant biological insights. Because no prior computational knowledge is required, cBioPortal is an ideal educational tool for either in-person or distance learning environments. We developed a pedagogical approach, video tutorials, and data analysis workflows centered on using cBioPortal. Pedagogically, students develop an initial research outline that is continually updated and graded throughout the project. Progress during the project or course is assessed by a series of student presentations that are 5 to 15 minutes in length and are aimed at explaining the approach used in data acquisition, interpretation of the data, and relevance to the initial hypothesis. While cancer-specific, this analysis platform appeals to a wide range of classes and student interests. Further, the project has been successfully done both as an independent research experience and as part of a virtual class-based research project.
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spelling pubmed-80118722021-04-20 Gene Expression and Data Analysis Pipeline Using Cancer BioPortal in the Classroom Barnes, Chassidy N. Johnson, Blake P. Leacock, Stefanie W. Ceballos, Ruben M. Hensley, Lori L. Reyna, Nathan S. J Microbiol Biol Educ Teaching in a Time of Crisis At institutions with an emphasis on authentic research experiences as an integral part of the biology curriculum, COVID created a huge challenge for course instructors whose learning objectives were designed for such experiences. Moving such laboratory experiences online when remote learning became necessary has resulted in a new model for CUREs that utilizes free online databases to provide not only a novel research experience for students, but also the opportunity to engage in big data analysis. Cancer BioPortal (cBioPortal) is an open-access collective cancer research resource for storing and exploring clinical, genomic, proteomic, and transcriptomic data. cBioPortal eliminates the computational barrier of interpreting complex genomic data by providing easily understandable visualization that can be interpreted and translated into relevant biological insights. Because no prior computational knowledge is required, cBioPortal is an ideal educational tool for either in-person or distance learning environments. We developed a pedagogical approach, video tutorials, and data analysis workflows centered on using cBioPortal. Pedagogically, students develop an initial research outline that is continually updated and graded throughout the project. Progress during the project or course is assessed by a series of student presentations that are 5 to 15 minutes in length and are aimed at explaining the approach used in data acquisition, interpretation of the data, and relevance to the initial hypothesis. While cancer-specific, this analysis platform appeals to a wide range of classes and student interests. Further, the project has been successfully done both as an independent research experience and as part of a virtual class-based research project. American Society of Microbiology 2021-03-31 /pmc/articles/PMC8011872/ /pubmed/33884053 http://dx.doi.org/10.1128/jmbe.v22i1.2315 Text en ©2021 Author(s). Published by the American Society for Microbiology This is an Open Access article distributed under the terms of the Creative Commons Attribution-Noncommercial-NoDerivatives 4.0 International license (https://creativecommons.org/licenses/by-nc-nd/4.0/ and https://creativecommons.org/licenses/by-nc-nd/4.0/legalcode), which grants the public the nonexclusive right to copy, distribute, or display the published work.
spellingShingle Teaching in a Time of Crisis
Barnes, Chassidy N.
Johnson, Blake P.
Leacock, Stefanie W.
Ceballos, Ruben M.
Hensley, Lori L.
Reyna, Nathan S.
Gene Expression and Data Analysis Pipeline Using Cancer BioPortal in the Classroom
title Gene Expression and Data Analysis Pipeline Using Cancer BioPortal in the Classroom
title_full Gene Expression and Data Analysis Pipeline Using Cancer BioPortal in the Classroom
title_fullStr Gene Expression and Data Analysis Pipeline Using Cancer BioPortal in the Classroom
title_full_unstemmed Gene Expression and Data Analysis Pipeline Using Cancer BioPortal in the Classroom
title_short Gene Expression and Data Analysis Pipeline Using Cancer BioPortal in the Classroom
title_sort gene expression and data analysis pipeline using cancer bioportal in the classroom
topic Teaching in a Time of Crisis
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8011872/
https://www.ncbi.nlm.nih.gov/pubmed/33884053
http://dx.doi.org/10.1128/jmbe.v22i1.2315
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