1
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DeChenne-Peters SE, Rakus JF, Parente AD, Mans TL, Eddy R, Galport N, Koletar C, Provost JJ, Bell JE, Bell JK. Length of course-based undergraduate research experiences (CURE) impacts student learning and attitudinal outcomes: A study of the Malate dehydrogenase CUREs Community (MCC). PLoS One 2023; 18:e0282170. [PMID: 36893201 PMCID: PMC9997910 DOI: 10.1371/journal.pone.0282170] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2022] [Accepted: 02/08/2023] [Indexed: 03/10/2023] Open
Abstract
Course-based undergraduate research experiences (CUREs) are laboratory courses that integrate broadly relevant problems, discovery, use of the scientific process, collaboration, and iteration to provide more students with research experiences than is possible in individually mentored faculty laboratories. Members of the national Malate dehydrogenase CUREs Community (MCC) investigated the differences in student impacts between traditional laboratory courses (control), a short module CURE within traditional laboratory courses (mCURE), and CUREs lasting the entire course (cCURE). The sample included approximately 1,500 students taught by 22 faculty at 19 institutions. We investigated course structures for elements of a CURE and student outcomes including student knowledge, student learning, student attitudes, interest in future research, overall experience, future GPA, and retention in STEM. We also disaggregated the data to investigate whether underrepresented minority (URM) outcomes were different from White and Asian students. We found that the less time students spent in the CURE the less the course was reported to contain experiences indicative of a CURE. The cCURE imparted the largest impacts for experimental design, career interests, and plans to conduct future research, while the remaining outcomes were similar between the three conditions. The mCURE student outcomes were similar to control courses for most outcomes measured in this study. However, for experimental design, the mCURE was not significantly different than either the control or cCURE. Comparing URM and White/Asian student outcomes indicated no difference for condition, except for interest in future research. Notably, the URM students in the mCURE condition had significantly higher interest in conducting research in the future than White/Asian students.
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Affiliation(s)
| | - John F. Rakus
- Department of Chemistry, Marshall University, Huntington, West Virginia, United States of America
| | - Amy D. Parente
- Department of Chemistry and Biochemistry, Mercyhurst University, Erie, Pennsylvania, United States of America
| | - Tamara L. Mans
- Department of Biology, North Hennepin Community College, Brooklyn Park, Minnesota, United States of America
| | - Rebecca Eddy
- Cobblestone Evaluation and Applied Research, Inc., La Verne, California, United States of America
| | - Nicole Galport
- Cobblestone Evaluation and Applied Research, Inc., La Verne, California, United States of America
| | - Courtney Koletar
- Cobblestone Evaluation and Applied Research, Inc., La Verne, California, United States of America
| | - Joseph J. Provost
- Department of Chemistry and Biochemistry, University of San Diego, San Diego, California, United States of America
| | - J. Ellis Bell
- Department of Chemistry and Biochemistry, University of San Diego, San Diego, California, United States of America
| | - Jessica K. Bell
- Department of Chemistry and Biochemistry, University of San Diego, San Diego, California, United States of America
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Johnson KC, Sabel JL, Cole J, Pruett CL, Plymale R, Reyna NS. From genetics to biotechnology: Synthetic biology as a flexible course-embedded research experience. BIOCHEMISTRY AND MOLECULAR BIOLOGY EDUCATION : A BIMONTHLY PUBLICATION OF THE INTERNATIONAL UNION OF BIOCHEMISTRY AND MOLECULAR BIOLOGY 2022; 50:580-591. [PMID: 36053869 PMCID: PMC9826443 DOI: 10.1002/bmb.21662] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/13/2021] [Revised: 06/15/2022] [Accepted: 07/18/2022] [Indexed: 06/15/2023]
Abstract
The need for changing how science is taught and the expansion of undergraduate research experiences is essential to foster critical thinking in the Natural Sciences. Most faculty research programs only involve a small number of upper-level undergraduate students each semester. The course-based undergraduate research experience (CURE) model enables more students to take ownership over an independent project and experience authentic research. Further, by creating projects that fit into a curriculum's learning goals and student-oriented outcomes, departments help strengthen critical thinking skills in the classroom. Here, we report on the incorporation of a synthetic biology CURE into a mid-level cellular biology course and two advanced level genetics/molecular biology courses. Synthetic biology involves systematic engineering of novel organisms, such as bacteria and plants, to work as functional devices to solve problems in medicine, agriculture, and manufacturing. The value of synthetic biology and its ultimate utility as a teaching tool relies on reusable, standard genetic parts that can be interchanged using common genetic engineering principles. This Synthetic biology CURE effectively achieves five essential goals: (1) a sense of project ownership; (2) self-efficacy: mastery of a manageable number of techniques; (3) increased tolerance for obstacles through challenging research; (4) increased communication skills; and (5) a sense of belonging in a larger scientific community. Based upon our student assessment data, we demonstrate that this course-based synthetic biology laboratory engages students directly in an authentic research experience and models important elements of collaboration, discovery, iteration, and critical thinking.
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Affiliation(s)
- Kristen C. Johnson
- Department of Life SciencesUniversity of New HampshireManchesterNew HampshireUSA
| | - Jaime L. Sabel
- Department of Biological SciencesUniversity of MemphisMemphisTennesseeUSA
| | - Judith Cole
- Department of Biological SciencesUniversity of MemphisMemphisTennesseeUSA
| | | | - Ruth Plymale
- Department of BiologyOuachita Baptist UniversityArkadelphiaArkansasUSA
| | - Nathan S. Reyna
- Department of BiologyOuachita Baptist UniversityArkadelphiaArkansasUSA
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Abstract
Auxin biology as a field has been at the forefront of advances in delineating the structures, dynamics, and control of plant growth networks. Advances have been enabled by combining the complementary fields of top-down, holistic systems biology and bottom-up, build-to-understand synthetic biology. Continued collaboration between these approaches will facilitate our understanding of and ability to engineer auxin's control of plant growth, development, and physiology. There is a need for the application of similar complementary approaches to improving equity and justice through analysis and redesign of the human systems in which this research is undertaken.
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Affiliation(s)
- R Clay Wright
- Department of Biological Systems Engineering, Virginia Polytechnic Institute and State University (Virginia Tech), Blacksburg, Virginia 24061, USA
| | - Britney L Moss
- Department of Biology, Whitman College, Walla Walla, Washington 99362, USA
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4
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Diep P, Boucinha A, Kell BJ, Yeung BRA, Chen XA, Tsyplenkov D, Serra D, Escobar A, Gnanapragasam A, Emond CA, Sajtovich VA, Mahadevan R, Kilkenny DM, Gini-Newman G, Kaern M, Ingalls B. Advancing Undergraduate Synthetic Biology Education: Insights from a Canadian iGEM Student Perspective. Can J Microbiol 2021; 67:749-770. [PMID: 34237221 DOI: 10.1139/cjm-2020-0549] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
The last two decades have seen vigorous activity in synthetic biology research and ever-increasing applications of its technologies. However, pedagogical research pertaining to teaching synthetic biology is scarce, especially when compared to other science and engineering disciplines. Within Canada there are only three universities that offer synthetic biology programs; two of which are at the undergraduate level. Rather than take place in formal academic settings, many Canadian undergraduate students are introduced to synthetic biology through participation in the annual International Genetically Engineered Machine (iGEM) competition. Although the iGEM competition has had a transformative impact on synthetic biology training in other nations, the impact in Canada has been relatively modest. Consequently, the iGEM competition is still a major setting for synthetic biology education in Canada. To promote further development of synthetic biology education, we surveyed undergraduate students from the Canadian iGEM design teams of 2019. We extracted insights from these data using qualitative analysis to provide recommendations for best teaching practices in synthetic biology undergraduate education, which we describe through our proposed Framework for Transdisciplinary Synthetic Biology Education (FTSBE).
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Affiliation(s)
- Patrick Diep
- University of Toronto, 7938, BioZone - Centre for Applied Bioscience and Bioengineering, Department of Chemical Engineering and Applied Chemistry, Toronto, Ontario, Canada;
| | - Austin Boucinha
- University of Toronto, 7938, Ontario Institute for Studies in Education , Toronto, Ontario, Canada;
| | - Brayden James Kell
- University of Toronto, 7938, Department of Physics, Toronto, Ontario, Canada.,University of Toronto - Mississauga, 71637, Department of Chemical and Physical Sciences, Mississauga, Ontario, Canada;
| | - Bi-Ru Amy Yeung
- University of Toronto, 7938, Department of Physiology, Toronto, Ontario, Canada;
| | - Xingyu Amy Chen
- Queen's University, 4257, School of Medicine, Kingston, Ontario, Canada;
| | - Daniel Tsyplenkov
- Concordia University, 5618, Centre for Applied Synthetic Biology, Montreal, Quebec, Canada;
| | - Danielle Serra
- University of Toronto, 7938, Department of Human Biology, Toronto, Ontario, Canada.,University of Toronto, 7938, Department of Cell & Systems Biology, Toronto, Ontario, Canada;
| | - Andres Escobar
- University of Waterloo, 8430, Department of Chemistry , Waterloo, Ontario, Canada;
| | - Ansley Gnanapragasam
- McGill University, 5620, Department of Human Genetics, Montreal, Quebec, Canada;
| | - Christian A Emond
- University of Calgary Cumming School of Medicine, 70401, Department of Biochemistry & Molecular Biology, Calgary, Alberta, Canada.,University of Calgary, 2129, Department of Biological Sciences, Calgary, Alberta, Canada;
| | - Victoria A Sajtovich
- University of Toronto, 7938, Department of Molecular Genetics, Toronto, Ontario, Canada.,Max Planck Institute for Terrestrial Microbiology, 28310, Marburg, Hessen, Germany;
| | - Radhakrishnan Mahadevan
- University of Toronto, 7938, BioZone - Centre for Applied Bioscience and Bioengineering, Department of Chemical Engineering and Applied Chemistry, Toronto, Ontario, Canada.,University of Toronto, 7938, Institute for Biomedical Engineering , Toronto, Ontario, Canada;
| | - Dawn M Kilkenny
- University of Toronto, 7938, Institute of Biomedical Engineering , Toronto, Ontario, Canada.,University of Toronto, 7938, Institute for Studies in Transdisciplinary Engineering Education & Practice, Toronto, Ontario, Canada;
| | - Garfield Gini-Newman
- University of Toronto, 7938, Ontario Institute for Studies in Education, Toronto, Ontario, Canada;
| | - Mads Kaern
- University of Ottawa, 6363, Ottawa Institute of System Biology, Ottawa, Ontario, Canada.,University of Ottawa, 6363, Department of Physics, Ottawa, Ontario, Canada;
| | - Brian Ingalls
- University of Waterloo, 8430, Department of Applied Mathematics, Waterloo, Ontario, Canada.,University of Waterloo, 8430, Department of Biology, Waterloo, Ontario, Canada.,University of Waterloo, 8430, Department of Chemical Engineering, Waterloo, Ontario, Canada;
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Sewall JM, Oliver A, Denaro K, Chase AB, Weihe C, Lay M, Martiny JBH, Whiteson K. Fiber Force: A Fiber Diet Intervention in an Advanced Course-Based Undergraduate Research Experience (CURE) Course. JOURNAL OF MICROBIOLOGY & BIOLOGY EDUCATION 2020; 21:jmbe-21-40. [PMID: 32431776 PMCID: PMC7198227 DOI: 10.1128/jmbe.v21i1.1991] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/04/2019] [Accepted: 02/05/2020] [Indexed: 05/04/2023]
Abstract
Course-based undergraduate research experiences (CUREs) are an effective way to introduce students to contemporary scientific research. Research experiences have been shown to promote critical thinking, improve understanding and proper use of the scientific method, and help students learn practical skills including writing and oral communication. We aimed to improve scientific training by engaging students enrolled in an upper division elective course in a human microbiome CURE. The "Fiber Force" course is aimed at studying the effect of a wholesome high-fiber diet (40 to 50 g/day for two weeks) on the students' gut microbiomes. Enrolled students participated in a noninvasive diet intervention, designed health surveys, tested hypotheses on the effect of a diet intervention on the gut microbiome, and analyzed their own samples (as anonymized aggregates). The course involved learning laboratory techniques (e.g., DNA extraction, PCR, and 16S sequencing) and the incorporation of computational techniques to analyze microbiome data with QIIME2 and within the R software environment. In addition, the learning objectives focused on effective student performance in writing, data analysis, and oral communication. Enrolled students showed high performance grades on writing, data analysis and oral communication assignments. Pre- and post-course surveys indicate that the students found the experience favorable, increased their interest in science, and heightened awareness of their diet habits. Fiber Force constitutes a validated case of a research experience on microbiology with the capacity to improve research training and promote healthy dietary habits.
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Affiliation(s)
- Julia Massimelli Sewall
- Department of Molecular Biology and Biochemistry, University of California, Irvine, CA 92697
- Corresponding author. Present address: Maastricht University, Faculty of Science and Engineering, Kapoenstraat 2, 6211 KW, Maastricht, Netherlands. Phone: +31 (0)63 83 02 735. E-mail:
| | - Andrew Oliver
- Department of Molecular Biology and Biochemistry, University of California, Irvine, CA 92697
| | - Kameryn Denaro
- Teaching and Learning Research Center, University of California, Irvine, CA 92697
| | - Alexander B. Chase
- Department of Ecology and Evolutionary Biology, University of California, Irvine, CA 92697
- Center for Marine Biotechnology and Biomedicine, Scripps Institution of Oceanography, La Jolla, CA 92037
| | - Claudia Weihe
- Department of Ecology and Evolutionary Biology, University of California, Irvine, CA 92697
| | - Mi Lay
- Department of Molecular Biology and Biochemistry, University of California, Irvine, CA 92697
| | - Jennifer B. H. Martiny
- Department of Ecology and Evolutionary Biology, University of California, Irvine, CA 92697
| | - Katrine Whiteson
- Department of Molecular Biology and Biochemistry, University of California, Irvine, CA 92697
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Campbell AM, Eckdahl TT. rClone Red facilitates bacterial gene expression research by undergraduates in the teaching laboratory. Synth Biol (Oxf) 2018; 3:ysy013. [PMID: 32995521 PMCID: PMC7445756 DOI: 10.1093/synbio/ysy013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2018] [Revised: 06/30/2018] [Accepted: 07/30/2018] [Indexed: 11/13/2022] Open
Abstract
rClone Red is a low-cost and student-friendly research tool that has been used successfully in undergraduate teaching laboratories. It enables students to perform original research within the financial and time constraints of a typical undergraduate environment. Students can strengthen their understanding of the initiation of bacterial translation by cloning ribosomal binding sites of their own design and using a red fluorescent protein reporter to measure translation efficiency. Online microbial genome sequences and the mFold website enable students to explore homologous rRNA gene sequences and RNA folding, respectively. In this report, we described how students in a genetics course who were given the opportunity to use rClone Red demonstrated significant learning gains on 16 of 20 concepts, and made original discoveries about the function of ribosome binding sites. By combining the highly successful cloning method of golden gate assembly with the dual reporter proteins of green fluorescent protein and red fluorescent protein, rClone Red enables novice undergraduates to make new discoveries about the mechanisms of translational initiation, while learning the core concepts of genetic information flow in bacteria.
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Affiliation(s)
- A Malcolm Campbell
- Biology Department, Davidson College, Davidson, NC, USA.,Martin Genomics Program, Davidson College, Davidson, NC, USA
| | - Todd T Eckdahl
- Biology Department, Missouri Western State University, Saint Joseph, MO, USA
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7
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Bell JK, Eckdahl TT, Hecht DA, Killion PJ, Latzer J, Mans TL, Provost JJ, Rakus JF, Siebrasse EA, Ellis Bell J. CUREs in biochemistry-where we are and where we should go. BIOCHEMISTRY AND MOLECULAR BIOLOGY EDUCATION : A BIMONTHLY PUBLICATION OF THE INTERNATIONAL UNION OF BIOCHEMISTRY AND MOLECULAR BIOLOGY 2017; 45:7-12. [PMID: 27357379 PMCID: PMC5297992 DOI: 10.1002/bmb.20989] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/06/2016] [Revised: 05/24/2016] [Accepted: 05/24/2016] [Indexed: 05/08/2023]
Abstract
Integration of research experience into classroom is an important and vital experience for all undergraduates. These course-based undergraduate research experiences (CUREs) have grown from independent instructor lead projects to large consortium driven experiences. The impact and importance of CUREs on students at all levels in biochemistry was the focus of a National Science Foundation funded think tank. The state of biochemistry CUREs and suggestions for moving biochemistry forward as well as a practical guide (supplementary material) are reported here. © 2016 by The International Union of Biochemistry and Molecular Biology, 45(1):7-12, 2017.
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Affiliation(s)
- Jessica K. Bell
- Department of Chemistry & BiochemistryUniversity of San DiegoSan DiegoCalifornia
| | - Todd T. Eckdahl
- Department of BiologyMissouri Western State UniversitySt. JosephMissouri
| | - David A. Hecht
- School of Mathematics, Science and EngineeringSouthwestern CollegeChula VistaCalifornia
| | | | - Joachim Latzer
- Department of Chemistry & BiochemistryUniversity of San DiegoSan DiegoCalifornia
| | - Tamara L. Mans
- Biology DepartmentNorth Hennepin Community CollegeBrooklyn ParkMinnesota
| | - Joseph J. Provost
- Department of Chemistry & BiochemistryUniversity of San DiegoSan DiegoCalifornia
| | - John F. Rakus
- Department of ChemistryMarshall UniversityHuntingtonWest Virginia
| | - Erica A. Siebrasse
- American Society for Biochemistry and Molecular BiologyRockvilleMaryland
| | - J. Ellis Bell
- Department of Chemistry & BiochemistryUniversity of San DiegoSan DiegoCalifornia
- Department of ChemistryUniversity of RichmondRichmondVirginia
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8
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Makarevitch I, Martinez-Vaz B. Killing two birds with one stone: Model plant systems as a tool to teach the fundamental concepts of gene expression while analyzing biological data. BIOCHIMICA ET BIOPHYSICA ACTA-GENE REGULATORY MECHANISMS 2016; 1860:166-173. [PMID: 27155065 DOI: 10.1016/j.bbagrm.2016.04.012] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/12/2016] [Revised: 03/23/2016] [Accepted: 04/29/2016] [Indexed: 11/25/2022]
Abstract
Plants are ideal systems to teach core biology concepts due to their unique physiological and developmental features. Advances in DNA sequencing technology and genomics have allowed scientists to generate genome sequences and transcriptomics data for numerous model plant species. This information is publicly available and presents a valuable tool to introduce undergraduate students to the fundamental concepts of gene expression in the context of modern quantitative biology and bioinformatics. Modern biology classrooms must provide authentic research experiences to allow developing core competencies such as scientific inquiry, critical interpretation of experimental results, and quantitative analyses of large dataset using computational approaches. Recent educational research has shown that undergraduate students struggle when connecting gene expression concepts to classic genetics, phenotypic analyses, and overall flow of biological information in living organisms, suggesting that novel approaches are necessary to enhance learning of gene expression and regulation. This review describes different strategies and resources available to instructors willing to incorporate authentic research experiences, genomic tools, and bioinformatics analyses when teaching transcriptional regulation and gene expression in undergraduate courses. A variety of laboratory exercises and pedagogy materials developed to teach gene expression using plants are discussed. This article is part of a Special Issue entitled: Plant Gene Regulatory Mechanisms and Networks, edited by Dr. Erich Grotewold and Dr. Nathan Springer.
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Affiliation(s)
- Irina Makarevitch
- Department of Biology, Hamline University, Saint Paul, MN 55104, United States.
| | - Betsy Martinez-Vaz
- Department of Biology, Hamline University, Saint Paul, MN 55104, United States
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9
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Bradshaw JC, Gongola AB, Reyna NS. Rapid Verification of Terminators Using the pGR-Blue Plasmid and Golden Gate Assembly. J Vis Exp 2016:54064. [PMID: 27167700 PMCID: PMC4941997 DOI: 10.3791/54064] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022] Open
Abstract
The goal of this protocol is to allow for the rapid verification of bioinformatically identified terminators. Further, the plasmid (pGR-Blue) is designed specifically for this protocol and allows for the quantification of terminator efficiency. As a proof of concept, six terminators were bioinformatically identified in the mycobacteriophage Bernal13. Once identified, terminators were then made as oligonucleotides with the appropriate sticky ends and annealed together. Using Golden Gate Assembly (GGA), terminators were then cloned into pGR-Blue. Under visible light, false positive colonies appear blue and positively transformed colonies are white/yellow. After induction of an arabinose inducible promoter (pBad) with arabinose, colony strength can be determined by measuring the ratio of green fluorescent protein (GFP) produced to red fluorescent protein (RFP) produced. With pGR-Blue, the protocol can be completed in as little as three days and is ideal in an educational setting. Additionally, results show that this protocol is useful as a means for understanding in silico predictions of terminator efficiency related to the regulation of transcription.
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10
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Kowalski JR, Hoops GC, Johnson RJ. Implementation of a Collaborative Series of Classroom-Based Undergraduate Research Experiences Spanning Chemical Biology, Biochemistry, and Neurobiology. CBE LIFE SCIENCES EDUCATION 2016; 15:15/4/ar55. [PMID: 27810870 PMCID: PMC5132352 DOI: 10.1187/cbe.16-02-0089] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/03/2016] [Accepted: 08/23/2016] [Indexed: 05/14/2023]
Abstract
Classroom undergraduate research experiences (CUREs) provide students access to the measurable benefits of undergraduate research experiences (UREs). Herein, we describe the implementation and assessment of a novel model for cohesive CUREs focused on central research themes involving faculty research collaboration across departments. Specifically, we implemented three collaborative CUREs spanning chemical biology, biochemistry, and neurobiology that incorporated faculty members' research interests and revolved around the central theme of visualizing biological processes like Mycobacterium tuberculosis enzyme activity and neural signaling using fluorescent molecules. Each CURE laboratory involved multiple experimental phases and culminated in novel, open-ended, and reiterative student-driven research projects. Course assessments showed CURE participation increased students' experimental design skills, attitudes and confidence about research, perceived understanding of the scientific process, and interest in science, technology, engineering, and mathematics disciplines. More than 75% of CURE students also engaged in independent scientific research projects, and faculty CURE contributors saw substantial increases in research productivity, including increased undergraduate student involvement and academic outputs. Our collaborative CUREs demonstrate the advantages of multicourse CUREs for achieving increased faculty research productivity and traditional CURE-associated student learning and attitude gains. Our collaborative CURE design represents a novel CURE model for ongoing laboratory reform that benefits both faculty and students.
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Affiliation(s)
- Jennifer R Kowalski
- Department of Biological Sciences, Butler University, Indianapolis, IN 46208
| | - Geoffrey C Hoops
- Department of Chemistry, Butler University, Indianapolis, IN 46208
| | - R Jeremy Johnson
- Department of Chemistry, Butler University, Indianapolis, IN 46208
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11
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Beach DL, Alvarez CJ. Biotechnology by Design: An Introductory Level, Project-Based, Synthetic Biology Laboratory Program for Undergraduate Students. JOURNAL OF MICROBIOLOGY & BIOLOGY EDUCATION 2015; 16:237-46. [PMID: 26753032 PMCID: PMC4690566 DOI: 10.1128/jmbe.v16i2.971] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
Synthetic biology offers an ideal opportunity to promote undergraduate laboratory courses with research-style projects, immersing students in an inquiry-based program that enhances the experience of the scientific process. We designed a semester-long, project-based laboratory curriculum using synthetic biology principles to develop a novel sensory device. Students develop subject matter knowledge of molecular genetics and practical skills relevant to molecular biology, recombinant DNA techniques, and information literacy. During the spring semesters of 2014 and 2015, the Synthetic Biology Laboratory Project was delivered to sophomore genetics courses. Using a cloning strategy based on standardized BioBrick genetic "parts," students construct a "reporter plasmid" expressing a reporter gene (GFP) controlled by a hybrid promoter regulated by the lac-repressor protein (lacI). In combination with a "sensor plasmid," the production of the reporter phenotype is inhibited in the presence of a target environmental agent, arabinose. When arabinose is absent, constitutive GFP expression makes cells glow green. But the presence of arabinose activates a second promoter (pBAD) to produce a lac-repressor protein that will inhibit GFP production. Student learning was assessed relative to five learning objectives, using a student survey administered at the beginning (pre-survey) and end (post-survey) of the course, and an additional 15 open-ended questions from five graded Progress Report assignments collected throughout the course. Students demonstrated significant learning gains (p < 0.05) for all learning outcomes. Ninety percent of students indicated that the Synthetic Biology Laboratory Project enhanced their understanding of molecular genetics. The laboratory project is highly adaptable for both introductory and advanced courses.
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Affiliation(s)
- Dale L. Beach
- Corresponding author. Mailing address: Longwood University, Department of Biological and Environmental Sciences, 201 High Street, Farmville, VA 23909. Phone: 434-395-2198. E-mail:
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12
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Eckdahl TT, Campbell AM, Heyer LJ, Poet JL, Blauch DN, Snyder NL, Atchley DT, Baker EJ, Brown M, Brunner EC, Callen SA, Campbell JS, Carr CJ, Carr DR, Chadinha SA, Chester GI, Chester J, Clarkson BR, Cochran KE, Doherty SE, Doyle C, Dwyer S, Edlin LM, Evans RA, Fluharty T, Frederick J, Galeota-Sprung J, Gammon BL, Grieshaber B, Gronniger J, Gutteridge K, Henningsen J, Isom B, Itell HL, Keffeler EC, Lantz AJ, Lim JN, McGuire EP, Moore AK, Morton J, Nakano M, Pearson SA, Perkins V, Parrish P, Pierson CE, Polpityaarachchige S, Quaney MJ, Slattery A, Smith KE, Spell J, Spencer M, Taye T, Trueblood K, Vrana CJ, Whitesides ET. Programmed evolution for optimization of orthogonal metabolic output in bacteria. PLoS One 2015; 10:e0118322. [PMID: 25714374 PMCID: PMC4340930 DOI: 10.1371/journal.pone.0118322] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2014] [Accepted: 01/13/2015] [Indexed: 11/18/2022] Open
Abstract
Current use of microbes for metabolic engineering suffers from loss of metabolic output due to natural selection. Rather than combat the evolution of bacterial populations, we chose to embrace what makes biological engineering unique among engineering fields - evolving materials. We harnessed bacteria to compute solutions to the biological problem of metabolic pathway optimization. Our approach is called Programmed Evolution to capture two concepts. First, a population of cells is programmed with DNA code to enable it to compute solutions to a chosen optimization problem. As analog computers, bacteria process known and unknown inputs and direct the output of their biochemical hardware. Second, the system employs the evolution of bacteria toward an optimal metabolic solution by imposing fitness defined by metabolic output. The current study is a proof-of-concept for Programmed Evolution applied to the optimization of a metabolic pathway for the conversion of caffeine to theophylline in E. coli. Introduced genotype variations included strength of the promoter and ribosome binding site, plasmid copy number, and chaperone proteins. We constructed 24 strains using all combinations of the genetic variables. We used a theophylline riboswitch and a tetracycline resistance gene to link theophylline production to fitness. After subjecting the mixed population to selection, we measured a change in the distribution of genotypes in the population and an increased conversion of caffeine to theophylline among the most fit strains, demonstrating Programmed Evolution. Programmed Evolution inverts the standard paradigm in metabolic engineering by harnessing evolution instead of fighting it. Our modular system enables researchers to program bacteria and use evolution to determine the combination of genetic control elements that optimizes catabolic or anabolic output and to maintain it in a population of cells. Programmed Evolution could be used for applications in energy, pharmaceuticals, chemical commodities, biomining, and bioremediation.
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Affiliation(s)
- Todd T. Eckdahl
- Department of Biology, Missouri Western State University, Saint Joseph, Missouri, United States of America
- * E-mail:
| | - A. Malcolm Campbell
- Department of Biology, Davidson College, Davidson, North Carolina, United States of America
| | - Laurie J. Heyer
- Department of Mathematics and Computer Science, Davidson College, Davidson, North Carolina, United States of America
| | - Jeffrey L. Poet
- Department of Computer Science, Math and Physics, Missouri Western State University, Saint Joseph, Missouri, United States of America
| | - David N. Blauch
- Department of Chemistry, Davidson College, Davidson, North Carolina, United States of America
| | - Nicole L. Snyder
- Department of Chemistry, Davidson College, Davidson, North Carolina, United States of America
| | - Dustin T. Atchley
- Department of Biology, Davidson College, Davidson, North Carolina, United States of America
| | - Erich J. Baker
- Department of Biology, Davidson College, Davidson, North Carolina, United States of America
| | - Micah Brown
- Department of Mathematics and Computer Science, Davidson College, Davidson, North Carolina, United States of America
| | - Elizabeth C. Brunner
- Department of Biology, Davidson College, Davidson, North Carolina, United States of America
| | - Sean A. Callen
- Department of Computer Science, Math and Physics, Missouri Western State University, Saint Joseph, Missouri, United States of America
| | - Jesse S. Campbell
- Department of Biology, Missouri Western State University, Saint Joseph, Missouri, United States of America
| | - Caleb J. Carr
- Department of Biology, Missouri Western State University, Saint Joseph, Missouri, United States of America
| | - David R. Carr
- Department of Biology, Missouri Western State University, Saint Joseph, Missouri, United States of America
| | - Spencer A. Chadinha
- Department of Biology, Davidson College, Davidson, North Carolina, United States of America
| | - Grace I. Chester
- Department of Computer Science, Math and Physics, Missouri Western State University, Saint Joseph, Missouri, United States of America
| | - Josh Chester
- Department of Computer Science, Math and Physics, Missouri Western State University, Saint Joseph, Missouri, United States of America
| | - Ben R. Clarkson
- Department of Biology, Davidson College, Davidson, North Carolina, United States of America
| | - Kelly E. Cochran
- Department of Biology, Missouri Western State University, Saint Joseph, Missouri, United States of America
| | - Shannon E. Doherty
- Department of Biology, Davidson College, Davidson, North Carolina, United States of America
| | - Catherine Doyle
- Department of Biology, Davidson College, Davidson, North Carolina, United States of America
| | - Sarah Dwyer
- Department of Biology, Davidson College, Davidson, North Carolina, United States of America
| | - Linnea M. Edlin
- Department of Computer Science, Math and Physics, Missouri Western State University, Saint Joseph, Missouri, United States of America
| | - Rebecca A. Evans
- Department of Biology, Davidson College, Davidson, North Carolina, United States of America
| | - Taylor Fluharty
- Department of Computer Science, Math and Physics, Missouri Western State University, Saint Joseph, Missouri, United States of America
| | - Janna Frederick
- Department of Computer Science, Math and Physics, Missouri Western State University, Saint Joseph, Missouri, United States of America
| | - Jonah Galeota-Sprung
- Department of Mathematics and Computer Science, Davidson College, Davidson, North Carolina, United States of America
| | - Betsy L. Gammon
- Department of Biology, Davidson College, Davidson, North Carolina, United States of America
| | - Brandon Grieshaber
- Department of Biology, Missouri Western State University, Saint Joseph, Missouri, United States of America
| | - Jessica Gronniger
- Department of Biology, Davidson College, Davidson, North Carolina, United States of America
| | - Katelyn Gutteridge
- Department of Computer Science, Math and Physics, Missouri Western State University, Saint Joseph, Missouri, United States of America
| | - Joel Henningsen
- Department of Computer Science, Math and Physics, Missouri Western State University, Saint Joseph, Missouri, United States of America
| | - Bradley Isom
- Department of Computer Science, Math and Physics, Missouri Western State University, Saint Joseph, Missouri, United States of America
| | - Hannah L. Itell
- Department of Biology, Davidson College, Davidson, North Carolina, United States of America
| | - Erica C. Keffeler
- Department of Biology, Missouri Western State University, Saint Joseph, Missouri, United States of America
| | - Andrew J. Lantz
- Department of Mathematics and Computer Science, Davidson College, Davidson, North Carolina, United States of America
| | - Jonathan N. Lim
- Department of Biology, Davidson College, Davidson, North Carolina, United States of America
| | - Erin P. McGuire
- Department of Biology, Davidson College, Davidson, North Carolina, United States of America
| | - Alexander K. Moore
- Department of Computer Science, Math and Physics, Missouri Western State University, Saint Joseph, Missouri, United States of America
| | - Jerrad Morton
- Department of Biology, Missouri Western State University, Saint Joseph, Missouri, United States of America
| | - Meredith Nakano
- Department of Biology, Davidson College, Davidson, North Carolina, United States of America
| | - Sara A. Pearson
- Department of Biology, Missouri Western State University, Saint Joseph, Missouri, United States of America
| | - Virginia Perkins
- Department of Computer Science, Math and Physics, Missouri Western State University, Saint Joseph, Missouri, United States of America
| | - Phoebe Parrish
- Department of Biology, Davidson College, Davidson, North Carolina, United States of America
| | - Claire E. Pierson
- Department of Biology, Missouri Western State University, Saint Joseph, Missouri, United States of America
| | - Sachith Polpityaarachchige
- Department of Biology, Missouri Western State University, Saint Joseph, Missouri, United States of America
| | - Michael J. Quaney
- Department of Biology, Missouri Western State University, Saint Joseph, Missouri, United States of America
| | - Abagael Slattery
- Department of Biology, Davidson College, Davidson, North Carolina, United States of America
| | - Kathryn E. Smith
- Department of Biology, Davidson College, Davidson, North Carolina, United States of America
| | - Jackson Spell
- Department of Mathematics and Computer Science, Davidson College, Davidson, North Carolina, United States of America
| | - Morgan Spencer
- Department of Mathematics and Computer Science, Davidson College, Davidson, North Carolina, United States of America
| | - Telavive Taye
- Department of Biology, Davidson College, Davidson, North Carolina, United States of America
| | - Kamay Trueblood
- Department of Biology, Missouri Western State University, Saint Joseph, Missouri, United States of America
| | - Caroline J. Vrana
- Department of Biology, Davidson College, Davidson, North Carolina, United States of America
| | - E. Tucker Whitesides
- Department of Mathematics and Computer Science, Davidson College, Davidson, North Carolina, United States of America
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