CourseSource: Resources

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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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6156

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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 Biology Bioinformatics Ecology Ecology Microbiology

epidemiologyresearchbioinformaticsgenomicspublic healthAntibiotic Resistant BacteriaSalmonellaDNA sequencingpathogenic bacteria

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3016

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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: Bioinformatics

bioinformaticsgenomicscodingJupyter notebookcommand lineCyVersescriptingnext generation sequencing analysis

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7691

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1464

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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 Biology Bioinformatics Genetics

bioinformaticsGenome BrowsergenomicsRNAseqsplicingComputer ModelGene Structure

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3477

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725

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Homologous chromosomes? Exploring human sex chromosomes, sex determination and sex reversal using bioinformatics approaches

Constructing a robust understanding of homologous chromosomes, sex chromosomes, and the particulate nature of genes is a notoriously difficult task for undergraduate biology students. In this lesson, students expand their knowledge of human...

Courses: Bioinformatics Genetics Introductory Biology Science Process Skills

bioinformaticsautosomehomologous chromosomeshomologous recombinationsex chromosomesex determinationsex reversal mutations

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601

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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: Bioinformatics Introductory Biology

statisticsbioinformaticsRNAseqgene expressioncomputer programming

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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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Single Cell Insights Into Cancer Transcriptomes: A Five-Part Single-Cell RNAseq Case Study Lesson

There is a growing need for integration of “Big Data” into undergraduate biology curricula. Transcriptomics is one venue to examine biology from an informatics perspective. RNA sequencing has largely replaced the use of microarrays for whole...

Courses: Biochemistry and Molecular Biology Bioinformatics Cell Biology Genetics Introductory Biology

bioinformaticscancertranscriptomicshigh-throughputData wranglingSingle cell RNA sequencingq

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Using QIIME to Interpret Environmental Microbial Communities in an Upper Level Metagenomics Course

Metagenomics is rapidly evolving due to advances in sequencing technologies and bioinformatics, but without proper training to interpret these datasets, student understanding remains limited. Aimed at undergraduate juniors and seniors and graduate...

Courses: Biochemistry and Molecular Biology Bioinformatics Ecology Ecology Microbiology Science Process Skills

microbiome

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243

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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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3789

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416

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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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1124

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Mapping a Mutation to its Gene: The "Fly Lab" as a Modern Research Experience

Although genetics is an invaluable part of the undergraduate biology curriculum, it can be intimidating to students as well as instructors: Students must reduce their reliance on memorization and dive deep into quantitative analysis, and...

Courses: Biochemistry and Molecular Biology Bioinformatics Genetics Science Process Skills

geneticsbioinformaticsdrosophilachi-square analysiscomplementation mappingmode of inheritancethree-point mapping

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4120

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CURE-all: Large Scale Implementation of Authentic DNA Barcoding Research into First-Year Biology Curriculum

Growing calls in science education reform have emphasized wide-scale engagement of first-year undergraduate students in authentic research experiences; however, large course enrollments, inadequate student experience, limited resources and...

Courses: Biochemistry and Molecular Biology Bioinformatics Ecology Ecology Evolution Genetics Introductory Biology Science Process Skills

phylogeneticsbioinformaticsBiodiversityprocess of sciencetaxonomyPCRDNADNA sequencegel electrophoresis

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229

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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

Teaching Tools and Strategies

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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 Skills

data collectionData annotationNotebook Skills

Teaching Tools and Strategies

875

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A Team-Based Approach to Course Development Involving Undergraduate Researchers

Development of an undergraduate laboratory course can be a challenge, because of the need to balance both logistical and pedagogical considerations. We piloted a team-based approach to developing this type of course and found it to be advantageous...

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

student researchcourse development

Teaching Tools and Strategies

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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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How to Find a Gene: Retrieving Information From Gene Databases

A strong understanding of distinct gene components and the ability to retrieve relevant information from gene databases are necessary to answer a diverse set of biological questions. However, often there is a considerable gap between...

Courses: Biochemistry and Molecular Biology Bioinformatics Cell Biology Genetics Introductory Biology

NCBItranscriptiontranslationGene StructureGene databasesEnsembl

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Learning R for Biologists: A Mini Course Grab-Bag for Instructors

As biology becomes more data driven, teaching students data literacy skills has become central to biology curriculum. Despite a wealth of online resources that teach researchers how to use R, there are few that offer practical laboratory-based...

Courses: Anatomy-Physiology Bioinformatics Ecology Ecology Genetics

Rdata analysisRStudio

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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: Bioinformatics Ecology Ecology Evolution Science Process Skills

modelingEvolutionecologyagent-based modelingGenetic Driftenvironmental scienceNatural Selectioncompetitive coevolutionsimulation modelingevolutionary reasoning

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

A CURE for Salmonella: A Laboratory Course in Pathogen Microbiology and Genomics

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

An undergraduate bioinformatics curriculum that teaches eukaryotic gene structure

Homologous chromosomes? Exploring human sex chromosomes, sex determination and sex reversal using bioinformatics approaches

Teaching RNAseq at Undergraduate Institutions: A tutorial and R package from the Genome Consortium for Active Teaching

A Hands-on Introduction to Hidden Markov Models

Single Cell Insights Into Cancer Transcriptomes: A Five-Part Single-Cell RNAseq Case Study Lesson

Using QIIME to Interpret Environmental Microbial Communities in an Upper Level Metagenomics Course

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

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

Mapping a Mutation to its Gene: The "Fly Lab" as a Modern Research Experience

CURE-all: Large Scale Implementation of Authentic DNA Barcoding Research into First-Year Biology Curriculum

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

An Open Source, Collaborative Electronic Notebook for Undergraduate Laboratory Classes

A Team-Based Approach to Course Development Involving Undergraduate Researchers

A 360˚ View of COVID-19

How to Find a Gene: Retrieving Information From Gene Databases

Learning R for Biologists: A Mini Course Grab-Bag for Instructors

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

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