CourseSource: Resources

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Quantifying Uncertainty and Distinguishing Data Sets in Introductory Physics

Physics labs are moving increasingly to open-ended experiments where students develop experimental physics skills, rather than verify textbook physics concepts. This sequence of activities sets the stage for this new kind of lab early in the...

Courses: Introductory Physics: Calculus-Based

statisticsMeasurementlaboratoryuncertaintypendulumexperimental skills

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4151

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283

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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

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445

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66

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Using Raw Sequence Data to Analyze Tumor Suppressor Mutations

Learning to identify DNA sequence variants from raw sequencing data (electropherograms) is a basic molecular biology skill with applications to basic research and clinical practice. Yet learning to map DNA sequence variants to functional regions...

Courses: Bioinformatics Genetics

bioinformaticsmutationDNAgenomic visualizationparts of a geneclinical consequencesraw data

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Teaching the Central Dogma Using a Case Study of Genetic Variation in Cystic Fibrosis

The central dogma of biology is a foundational concept that is traditionally included in genetics curricula at all academic levels. Despite its ubiquitous presence throughout genetics education, students persistently struggle with both the...

Courses: Genetics

transcriptioncentral dogmatranslationsequence analysisDNA replicationgenetic variants

Teaching Tools and Strategies

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DNA Detective: Genotype to Phenotype. A Bioinformatics Workshop for Middle School to College.

Advances in high-throughput techniques have resulted in a rising demand for scientists with basic bioinformatics skills as well as workshops and curricula that teach students bioinformatics concepts. DNA Detective is a workshop we designed to...

Courses: Biochemistry and Molecular Biology Bioinformatics Genetics Plant Biology

geneticsbioinformaticsDNAgenotypephenotypegenegene annotation

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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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My Dog IS My Homework: Exploring Canine Genetics to Understand Genotype-Phenotype Relationships

To facilitate understanding of the fundamental genetic concept of the genotype-phenotype relationship in our introductory biology students, we designed an engaging multi-week series of related lessons about canine genetics in which students...

Courses: Bioinformatics Genetics Introductory Biology Science Process Skills

gel electrophoresissequence analysiscanine geneticsdeoxyribonucleic acid (DNA)dog coat morphologygenotype and phenotypemutationsPolymerase chain reaction (PCR)single nucleotide polymorphism (SNP)

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Translating Co-Translational Translocation

Understanding the process of proteins targeting to specific locations within a cell is a fundamental part of cell biology. Synthesis of proteins by co-translational translocation, which also determines the resulting protein topology, is a complex...

Courses: Cell Biology

Topologyco-translational translocationendoplasmic reticulumprotease protection assaysecretory proteinssignal sequencetransmembrane proteins

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Bioinformatics is a BLAST: Engaging First-Year Biology Students on Campus Biodiversity Using DNA Barcoding

In order to introduce students to the concept of molecular diversity, we developed a short, engaging online lesson using basic bioinformatics techniques. Students were introduced to basic bioinformatics while learning about local on-campus species...

Courses: Bioinformatics Introductory Biology

geneticsorganismal biologybioinformaticstaxonomyDNA Barcodingspecies concepts

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2231

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216

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Sequences and Properties of Gluten Proteins From Different Grains: A Virtual-Friendly Protein Laboratory

The COVID-19 pandemic has forced much university instruction into virtual modes. As a result, many laboratory courses have either dropped content altogether or replaced hands-on activities with simulations and “dry” labs. Our goal was...

Courses: Biochemistry and Molecular Biology Bioinformatics

protein structure and functionProtein sequenceintermolecular forcesBiomacromolecules

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406

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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

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An Introduction to Eukaryotic Genome Analysis in Non-model Species for Undergraduates: A tutorial from the Genome Consortium for Active Teaching

Advances in Next Generation Sequencing (NGS) technology have led to development of many research methods for analyzing genomic data. Students studying biology at the undergraduate level must hone their skills at genomic analysis to participate in...

Courses: Bioinformatics Genetics Science Process Skills

Speciationgenome evolutiongenetic variation

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Building Trees: Introducing evolutionary concepts by exploring Crassulaceae phylogeny and biogeography

Teaching evolutionary theory is foundational for all biological sciences and a key aspect of overall science literacy. The conceptual framework for understanding evolution relies on thinking clearly about evolutionary trees (phylogenetics) and how...

Courses: Evolution Introductory Biology

EvolutionphylogeneticsTree thinkingbiogeography

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Understanding Protein Domains: A Modular Approach

An understanding of protein structure, function, and interaction is central to biochemistry. One angle into this topic is to engage students in considering protein domains as modules that develop form and execute function semi-independently. Here,...

Courses: Biochemistry and Molecular Biology Cell Biology Science Process Skills

Protein Structure

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Learning Quantitative Genetics: Investigation of Genetic Control for Cold Stress Response in Plants

Course-embedded undergraduate research experiences (CUREs) for students have been shown to increase students’ understanding of the process of science, affirm their scientific identity, and improve retention in STEM fields. Despite many CUREs...

Courses: Genetics

data analysisrecombinationplantsquantitative geneticsabiotic stress responsegenetic control of complex traitsinheritance of complex traits

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Using CRISPR-Cas9 to teach the fundamentals of molecular biology and experimental design

One of the challenges of inquiry-based research experiences is balancing the instruction on skills and techniques with data generation and analysis. This is especially true in technique heavy disciplines such as molecular biology, where emphasis...

Courses: Biochemistry and Molecular Biology

experimental designcrisprmolecular technique

Essay

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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 Biology

Vision and ChangeRRStudioquantitative literacystatistical analysisScientific communication

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A CURE-based approach to teaching genomics using mitochondrial genomes

There is an abundance (currently over 1016 DNA bases) of publicly available genetic sequence data and a dearth of trained genomicists to process and interpret it, necessitating more trained bioinformaticians with biological expertise. For...

Courses: Bioinformatics Genetics

proteinsMitochondrial GenomesNuclear GenomesrRNAtRNA

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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

Lesson

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618

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Using Bioinformatics and Molecular Visualization to Develop Student Hypotheses in a Malate Dehydrogenase Oriented CURE

Developing student creativity and ability to develop a testable hypothesis represents a significant challenge in most laboratory courses. This lesson demonstrates how students use facets of molecular evolution and bioinformatics approaches...

Courses: Biochemistry and Molecular Biology Bioinformatics Science Process Skills

bioinformaticsNoncovalent InteractionsEnzyme CatalysisProtein Structure/function

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Quantifying Uncertainty and Distinguishing Data Sets in Introductory Physics

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

Using Raw Sequence Data to Analyze Tumor Suppressor Mutations

Teaching the Central Dogma Using a Case Study of Genetic Variation in Cystic Fibrosis

DNA Detective: Genotype to Phenotype. A Bioinformatics Workshop for Middle School to College.

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

My Dog IS My Homework: Exploring Canine Genetics to Understand Genotype-Phenotype Relationships

Translating Co-Translational Translocation

Bioinformatics is a BLAST: Engaging First-Year Biology Students on Campus Biodiversity Using DNA Barcoding

Sequences and Properties of Gluten Proteins From Different Grains: A Virtual-Friendly Protein Laboratory

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

An Introduction to Eukaryotic Genome Analysis in Non-model Species for Undergraduates: A tutorial from the Genome Consortium for Active Teaching

Building Trees: Introducing evolutionary concepts by exploring Crassulaceae phylogeny and biogeography

Understanding Protein Domains: A Modular Approach

Learning Quantitative Genetics: Investigation of Genetic Control for Cold Stress Response in Plants

Using CRISPR-Cas9 to teach the fundamentals of molecular biology and experimental design

Thinking deeply about quantitative analysis: Building a Biologist's Toolkit

A CURE-based approach to teaching genomics using mitochondrial genomes

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

Using Bioinformatics and Molecular Visualization to Develop Student Hypotheses in a Malate Dehydrogenase Oriented CURE

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