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    Teaching RNAseq at Undergraduate Institutions: A tutorial and R package from the Genome Consortium for Active Teaching
    Next-generation sequencing is radically changing the study of biology, but there are currently few resources aimed at teaching the required laboratory and data-analysis skills to undergraduate students. This gap is especially true at primarily...

    Courses: BioinformaticsBioinformatics Introductory BiologyIntroductory Biology

    statisticsbioinformaticsRNAseqgene expressioncomputer programming
    Essay
    923

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    202

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    Thinking deeply about quantitative analysis: Building a Biologist's Toolkit
    Vision and Change in Undergraduate Biology Education encouraged faculty to focus on core concepts and competencies in undergraduate curriculum. We created a sophomore-level course, Biologists' Toolkit, to focus on the competencies of...

    Courses: Introductory BiologyIntroductory Biology

    Vision and ChangeRRStudioquantitative literacystatistical analysisScientific communication
    Lesson
    2992

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    549

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    A Fun Introductory Command Line Lesson: Next Generation Sequencing Quality Analysis with Emoji!
    Radical innovations in DNA sequencing technology over the past decade have created an increased need for computational bioinformatics analyses in the 21st century STEM workforce. Recent evidence however demonstrates that there are significant...

    Courses: BioinformaticsBioinformatics

    bioinformaticsgenomicscodingJupyter notebookcommand lineCyVersescriptingnext generation sequencing analysis
    Teaching Tools and Strategies
    976

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    311

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    A Customizable Inquiry-Based Statistics Teaching Application for Introductory Biology Students
    Building strong quantitative skills prepares undergraduate biology students for successful careers in science and medicine. While math and statistics anxiety can negatively impact student learning within biology classrooms, instructors may reduce...

    Courses: Introductory BiologyIntroductory Biology

    introductory biologyQuantitative reasoningInclusive teachingauthentic inquiryInferential statisticsInstructional scaffolding
    Lesson
    3074

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    453

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    Moths and Frogs and E. coli, Oh My!: Agent-based Modeling of Evolutionary Systems
    In evolution classrooms, introducing and reinforcing the idea of genetic drift and random selection can be challenging, as can be reinforcing appropriate mental models of evolution. Agent-based models offer students the opportunity to conduct a...

    Courses: BioinformaticsBioinformatics EcologyEcology EvolutionEvolution Science Process SkillsScience Process Skills

    modelingEvolutionecologyagent-based modelingGenetic Driftenvironmental scienceNatural Selectioncompetitive coevolutionsimulation modelingevolutionary reasoning
    Lesson
    1514

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    210

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    Modeling Strep Throat Detection, Infection, and Spread Using an SIR Model and the Vensim Simulation Software
    The overarching goal of this lesson is to provide students with an opportunity to gain experience making and using biological models. Biological modeling can be used to investigate complex, real-world problems so that predictions can be made about...

    Courses: Cell BiologyCell Biology ImmunologyImmunology Introductory BiologyIntroductory Biology MicrobiologyMicrobiology

    infectious diseasebiological modelingSIR model
    Lesson
    3686

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    200

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    Three Research-Based Quantitative Reasoning Modules for Introductory Organismal Biology Laboratories
    We have designed three laboratory modules for an introductory organismal biology course with an emphasis on quantitative reasoning and data analysis skills. Module 1 tests for dimorphism in crayfish chelae using a paired statistical design. Module...

    Courses: Introductory BiologyIntroductory Biology Science Process SkillsScience Process Skills

    allometryplantsAnatomytranspirationdimorphisminvertebrate biologyarthropodsplatyhelminths
    Lesson
    6121

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    1235

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    A CURE for Salmonella: A Laboratory Course in Pathogen Microbiology and Genomics
    Rapid advances in genomics and bioinformatics, the vast amount of data generated by next-generation sequencing, and the penetration of the ‘-omics’ into many areas of biology have created a need for students with hands-on experience with...

    Courses: Biochemistry and Molecular BiologyBiochemistry and Molecular Biology BioinformaticsBioinformatics EcologyEcology MicrobiologyMicrobiology

    epidemiologyresearchbioinformaticsgenomicspublic healthAntibiotic Resistant BacteriaSalmonellaDNA sequencingpathogenic bacteria
    Lesson
    1529

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    305

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    Promoting Climate Change Literacy for Non-majors: Implementation of an atmospheric carbon dioxide modeling activity as an inquiry-based classroom activity
    Students who are directly involved in scientific activities develop a deeper understanding and appreciation of both scientific knowledge and the scientific process. This understanding is critically important in scientific areas like climate change...

    Courses: Introductory BiologyIntroductory Biology Science Process SkillsScience Process Skills

    modelingExcelquantitativeclimate changeEnvironmental Biologyatmospheric carbon dioxide
    Lesson
    2821

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    554

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    Developing Data Literacy Skills and Connecting the Student Experience in the Classroom to the Community Through Biodiversity Projects
    Undergraduate education and long-term science literacy are enhanced by integrating data projects with public datasets and creating analysis summaries. Underutilized public datasets are often generated by community-based or citizen science projects...

    Courses: EcologyEcology Plant BiologyPlant Biology

    species richnessBiodiversitydisturbanceHabitat rangePopulation abundance
    Lesson
    2285

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    278

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    Discovering Prokaryotic Gene Regulation by Building and Investigating a Computational Model of the lac Operon
    The ability to construct and reason through a biological system is an important skill to develop in science education. This level of understanding forces students to recognize the interrelatedness of components within a biological process and...

    Courses: Introductory BiologyIntroductory Biology

    prokaryotesgene regulationLac Operoninducible operon
    Lesson
    3097

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    356

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    Discovering Cellular Respiration with Computational Modeling and Simulations
    Cellular respiration, a common topic among introductory and cellular biology curricula, is a complex biological process that exemplifies core biological concepts, including systems, pathways and transformation of energy, and structure and function...

    Courses: Introductory BiologyIntroductory Biology

    Cellular MechanismsCellular RespirationFermentation
    Lesson
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    1462

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    An undergraduate bioinformatics curriculum that teaches eukaryotic gene structure
    Gene structure, transcription, translation, and alternative splicing are challenging concepts for many undergraduates studying biology. These topics are typically covered in a traditional lecture environment, but students often fail to master and...

    Courses: Biochemistry and Molecular BiologyBiochemistry and Molecular Biology BioinformaticsBioinformatics GeneticsGenetics

    bioinformaticsGenome BrowsergenomicsRNAseqsplicingComputer ModelGene Structure
    Lesson
    4206

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    286

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    Analysis of Microbiomes Using Free Web-Based Tools in Online and In-Person Undergraduate Science Courses
    Our understanding of microbiomes, or the collection of microorganisms and their genes in a given environment, has been revolutionized by technological and computational advances. However, many undergraduate students do not get hands-on experiences...

    Courses: BioinformaticsBioinformatics EcologyEcology MicrobiologyMicrobiology

    microbiomeDNA SubwayCyVerseCourse based undergraduate researchQIIME2ranacapa
    Lesson
    4239

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    408

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    Discovering Prokaryotic Gene Regulation with Simulations of the trp Operon
    The trp operon exemplifies important biological concepts, including the central dogma of molecular biology, feedback inhibition, and gene regulation. For this reason, regulation of the trp operon is a common theme in introductory biology,...

    Courses: GeneticsGenetics Introductory BiologyIntroductory Biology MicrobiologyMicrobiology

    prokaryotesgene regulationattenuationfeedback inhibitionrepressible operontrp operon
    Lesson
    2129

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    665

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    1

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    Sequence Similarity: An inquiry based and "under the hood" approach for incorporating molecular sequence alignment in introductory undergraduate biology courses
    Introductory bioinformatics exercises often walk students through the use of computational tools, but often provide little understanding of what a computational tool does "under the hood." A solid understanding of how a bioinformatics...

    Courses: Biochemistry and Molecular BiologyBiochemistry and Molecular Biology BioinformaticsBioinformatics Introductory BiologyIntroductory Biology

    BLASTmultiple sequence alignmentsequence similarityphylogramZika virusAlgorithmScoring Matrix
    Lesson
    2102

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    543

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    Using computational molecular modeling software to demonstrate how DNA mutations cause phenotypes
    Students require a deep understanding of the central dogma before they can understand complex topics such as evolution and biochemical disorders. However, getting undergraduate biology students to apply higher-order thinking skills to the central...

    Courses: BioinformaticsBioinformatics GeneticsGenetics Science Process SkillsScience Process Skills

    Protein Structurecomputational modelingcentral dogmaplant leaf structurePhenotype/Genotype
    Lesson
    2685

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    123

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    Film as a Powerful Tool for Increasing Awareness of the Importance of Belonging in STEM
    People of color in STEM fields can face a variety of challenges with belonging due to structural, cultural, psychological, and institutional barriers. The professional development sessions described in this lesson involved using film as well as...

    Courses: Professional Development and Career PlanningProfessional Development and Career Planning

    steminclusionfilmbelonging
    Teaching Tools and Strategies
    1123

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    140

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    An Open Source, Collaborative Electronic Notebook for Undergraduate Laboratory Classes
    To overcome many of the limitations of the paper laboratory notebook (PLN), we developed an electronic laboratory notebook (e-LN) for the Dynamic Genome course at the University of California. The Dynamic Genome course is an authentic research...

    Courses: Science Process SkillsScience Process Skills

    data collectionData annotationNotebook Skills
    Teaching Tools and Strategies
    907

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    132

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    Biology from Molecules to Embryos, Interactive Animated Lessons
    Visualizing kinetic processes can be an impediment to student mastery of basic science coursework. To remedy this obstacle, I created an educational program called Biology from Molecules to Embryos© (BioME), which provides 28 animated lessons...

    Courses: Developmental BiologyDevelopmental Biology GeneticsGenetics Introductory BiologyIntroductory Biology

    geneticsBIOMEEmbryologycomputer assisted instructioneducational programeducational videosonline lessonsanimated lessonseducational website