CourseSource: Resources

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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: Bioinformatics Genetics Science Process Skills

Protein Structurecomputational modelingcentral dogmaplant leaf structurePhenotype/Genotype

Lesson

1999

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234

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1

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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 Biology

prokaryotesgene regulationLac Operoninducible operon

Lesson

1014

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126

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Central Dogma, Dictionaries, and Functions: Using Programming Concepts to Simulate Biological Processes

Technologies like next-generation sequencing, proteomics, and high-throughput phenotyping have transformed the way we do biology. There is a continued need for scientists with computational skills to analyze biological data while understanding the...

Courses: Bioinformatics

computationpythonJupyter notebookFunctionscentral dogmaDictionaries

Lesson

1402

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199

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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 Biology Immunology Introductory Biology Microbiology

infectious diseasebiological modelingSIR model

Lesson

2870

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425

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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: Bioinformatics Ecology Ecology Evolution Science Process Skills

modelingEvolutionecologyagent-based modelingGenetic Driftenvironmental scienceNatural Selectioncompetitive coevolutionsimulation modelingevolutionary reasoning

Lesson

4665

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868

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0

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Tackling "Big Data" with Biology Undergrads: A Simple RNA-seq Data Analysis Tutorial Using Galaxy

Analyzing high-throughput DNA sequence data is a fundamental skill in modern biology. However, real and perceived barriers such as massive file sizes, substantial computational requirements, and lack of instructor background knowledge can...

Courses: Biochemistry and Molecular Biology Bioinformatics

bioinformaticsDNA sequenceRNAseqgene expression

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2733

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329

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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 Biology

Cellular MechanismsCellular RespirationFermentation

Lesson

3529

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378

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Using Open-Source Bioinformatics and Visualization Tools to Explore the Structure and Function of SARS-CoV-2 Spike Protein

The relationship between protein structure and function is a foundational concept in undergraduate biochemistry. We find this theme is best presented with assignments that encourage exploration and analysis. Here, we share a series of four...

Courses: Biochemistry and Molecular Biology Bioinformatics Science Process Skills

bioinformaticsmolecular modelingCOVID19protein structure and functionUCSF ChimeraSARS-CoV-2 spike proteinACE2 receptor

Lesson

1850

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632

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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 Biology Bioinformatics Introductory Biology

BLASTmultiple sequence alignmentsequence similarityphylogramZika virusAlgorithmScoring Matrix

Teaching Tools and Strategies

839

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168

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0

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Making toast: Using analogies to explore concepts in bioinformatics

Contemporary biology is moving towards heavy reliance on computational methods to manage, find patterns, and derive meaning from large-scale data, such as genomic sequences. Biology teachers are increasingly compelled to prepare students with...

Courses: Bioinformatics

bioinformaticsworkflowgenome

Lesson

1368

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282

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0

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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 Biology Science Process Skills

modelingExcelquantitativeclimate changeEnvironmental Biologyatmospheric carbon dioxide

Lesson

3480

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365

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0

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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: Genetics Introductory Biology Microbiology

prokaryotesgene regulationattenuationfeedback inhibitionrepressible operontrp operon

Teaching Tools and Strategies

3436

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1668

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A 360˚ View of COVID-19

In March 2020, institutions underwent a massive transition to distance learning as a result of the COVID-19 pandemic. With so little time to devise new materials to maximize learning in the new virtual environment, instructors devised a variety of...

Courses: Biochemistry and Molecular Biology Bioinformatics Cell Biology Evolution Genetics Immunology Introductory Biology Microbiology Science Process Skills

geneticsImmunologyBiochemistrybioinformaticsmolecular evolutionpublic healthvirusCOVID19

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2359

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576

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Follow the Sulfur: Using Yeast Mutants to Study a Metabolic Pathway

Students are frequently overwhelmed by the complexity of metabolic pathways and they think they have "learned" the pathway when they have memorized the individual reactions. This laboratory lesson helps students to understand the...

Courses: Biochemistry and Molecular Biology Genetics Introductory Biology Microbiology Science Process Skills

SelectionyeastMetabolismcysteinemediamethioninemutantPathwaysulfur

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4014

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Teaching Advanced Concepts in Regulation of the Lac Operon With Modeling and Simulation

Success in biochemistry and other life science courses requires that students understand important biological concepts. One of these concepts is how gene regulation ensures that homeostasis is maintained in an organism. The lac operon is a...

Courses: Biochemistry and Molecular Biology

gene regulationinducible operonProkaryotic cellPhosphoenolpyruvate transferase system (PTS)

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499

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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: Bioinformatics

bioinformaticsgenomicscodingJupyter notebookcommand lineCyVersescriptingnext generation sequencing analysis

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3006

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647

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A Hands-on Introduction to Hidden Markov Models

In this Lesson, we describe a classroom activity that demonstrates how a Hidden Markov Model (HMM) is applied to predict a eukaryotic gene, focusing on predicting one exon-intron boundary. This HMM lesson is part of the BIOL/CS 370...

Courses: Bioinformatics Genetics Science Process Skills

transcriptionexonintronsplicing

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332

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A first lesson in mathematical modeling for biologists: Rocs

Using a fictitious population of Rocs, a mythical species of giant raptor, students accomplish two broad objectives: 1) they undertake the process of building a first mathematical model of a population, and 2) they begin to develop their...

Courses: Ecology Ecology Introductory Biology Science Process Skills

population ecologypopulation modelingdiscrete generationpopulation management

Lesson

4029

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262

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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: Bioinformatics Ecology Ecology Microbiology

microbiomeDNA SubwayCyVerseCourse based undergraduate researchQIIME2ranacapa

Lesson

1731

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294

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Modeling the Research Process: Authentic human physiology research in a large non-majors course

Laboratory experiences in large-enrollment introductory science courses often utilize “cookie-cutter style” laboratory experiences due to the relative simplicity of setting up the lab stations, as well as a need to teach students...

Courses: Anatomy-Physiology Introductory Biology Neurobiology Science Process Skills

data analysishypothesis testingexperimental designphysiology

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Using computational molecular modeling software to demonstrate how DNA mutations cause phenotypes

Discovering Prokaryotic Gene Regulation by Building and Investigating a Computational Model of the lac Operon

Central Dogma, Dictionaries, and Functions: Using Programming Concepts to Simulate Biological Processes

Modeling Strep Throat Detection, Infection, and Spread Using an SIR Model and the Vensim Simulation Software

Moths and Frogs and E. coli, Oh My!: Agent-based Modeling of Evolutionary Systems

Tackling "Big Data" with Biology Undergrads: A Simple RNA-seq Data Analysis Tutorial Using Galaxy

Discovering Cellular Respiration with Computational Modeling and Simulations

Using Open-Source Bioinformatics and Visualization Tools to Explore the Structure and Function of SARS-CoV-2 Spike Protein

Sequence Similarity: An inquiry based and "under the hood" approach for incorporating molecular sequence alignment in introductory undergraduate biology courses

Making toast: Using analogies to explore concepts in bioinformatics

Promoting Climate Change Literacy for Non-majors: Implementation of an atmospheric carbon dioxide modeling activity as an inquiry-based classroom activity

Discovering Prokaryotic Gene Regulation with Simulations of the trp Operon

A 360˚ View of COVID-19

Follow the Sulfur: Using Yeast Mutants to Study a Metabolic Pathway

Teaching Advanced Concepts in Regulation of the Lac Operon With Modeling and Simulation

A Fun Introductory Command Line Lesson: Next Generation Sequencing Quality Analysis with Emoji!

A Hands-on Introduction to Hidden Markov Models

A first lesson in mathematical modeling for biologists: Rocs

Analysis of Microbiomes Using Free Web-Based Tools in Online and In-Person Undergraduate Science Courses

Modeling the Research Process: Authentic human physiology research in a large non-majors course

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