Advanced Genetics and Epigenetics Laboratory Pablo Jenik1*, Thai Dao1†. Affiliations: 1 Franklin and Marshall College, Department of Biology. *Correspondence to: Pablo Jenik, 415 Harrisburg Ave, Lancaster, PA, 17603, pjenik@fandm.edu † Undergraduate student Type of Manuscript: CourseSource Lesson Manuscript Funding & Conflict of Interest Statement: Deparment of Biology, Franklin and Marshall College. List of Tables, Figures and Supplemental Material: N/A Title and Description of Primary Image: N/A 1 Article Context Page: To make the submission process easier, you may want to fill out the following form, (you will be asked to select answers during the submission process). Choose all applicable options that effectively describe the conditions IN WHICH THE LESSON WAS TAUGHT. 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Course o o o o o o Lesson Length o Portion of one class period o One class period o Multiple class periods One term (semester or quarter) o One year o Other Key Scientific Process Skills o Reading research papers Reviewing prior research Asking a question Formulating hypotheses Designing/conducting experiments Predicting outcomes Gathering data/making observations Analyzing data Interpreting results/data Displaying/modeling results/data Communicating results Pedagogical Approaches o Think-Pair-Share o Brainstorming o Case Study o Clicker Question Collaborative Work o One Minute Paper o Reflective Writing o Concept Maps o Strip Sequence o Computer Model o Physical Model Interactive Lecture o Pre/Post Questions o Other Bloom’s Cognitive Level (based on learning objectives & assessments) o Foundational: factual knowledge & comprehension Application & Analysis Synthesis/Evaluation/Creation Biochemistry Cell Biology Developmental Biology Genetics Microbiology Molecular Biology Introductory Biology Course Level o Introductory Upper Level o Graduate o High School o Other Class Type o Lecture Lab o Seminar o Discussion Section o On-line o Other Audience Life Sciences Major o Non-Life Science Major o Non-Traditional Student o 2-year College 4-year College o University o Other Class Size 1 – 50 o 51 – 100 o 101+ 2 Principles of how people learn Motivates student to learn material Focuses student on the material to be learned Develops supportive community of learners o Leverages differences among learners o Reveals prior knowledge Requires student to do the bulk of the work Vision and Change Core Concepts o Evolution o Structure and Function Information flow, exchange and storage o Pathways and transformations of energy and matter o Systems Vision and Change Core Competencies Ability to apply the process of science Ability to use quantitative reasoning o Ability to use modeling and simulation o Ability to tap into the interdisciplinary nature of science o Ability to communicate and collaborate with other disciplines o Ability to understand the relationship between science and society Key Words: List 3 – 10 key words that are relevant for the Lesson (e.g. mitosis; meiosis; reproduction; egg; etc.) o Gene expression o Transcription factor o Mutants o Next generation sequencing o RStudio o o o o o 3 Scientific Teaching Context Page Learning Goal(s): Students will understand the value of next generation sequencing to analyze gene expression. Students will appreciate the multiple effects of a single mutation on gene expression. Learning Objective(s): Perform the lab techniques related to purification and manipulation of RNA. Use computational tools (such as R) to process next generation sequencing data. Make biological sense of the list of differentially expressed genes. Design follow-up experiments based on the results of the sequencing data and literature research. 4 Main Text 1. Introduction: This lesson is intended for the lab portion of an upper level Genetics course (Advanced Genetics and Epigenetics). One of the main topics of the course is the regulation of gene expression by transcription factors and chromatin modification, and the techniques used to understand these processes. One of the primary tools is the characterization of organisms mutant for a gene of interest (e.g. a transcription factor). One of the most important pieces of data is the study of how gene expression changes in the mutant, and how those changes can be used to understand the mutant phenotypes and the roles of the gene of interest in the development or physiology of the organism in question. In this lesson we want students to explore the changes in gene expression in Arabidopsis seedlings caused by mutations in a transcription factor, using RNAseq as the primary tool. We also want students to relate those changes to phenotypes by a more in-depth exploration of a selected subset of misexpressed genes. Intended Audience: Upper level students (juniors and seniors) majoring in biology or biochemistry. Learning time: 4 hours/week for 12 weeks. Pre-requisite student knowledge: Have taken the core genetics class and having basic knowledge of the regulation of gene expression, including transcription. Have basic understanding of biostatistics. Have familiarity with reading primary literature. Have basic molecular biology lab skills. 2. Scientific Teaching Themes: Active Learning: Students will perform lab work in pairs. Introduction to bioinformatics tools and practice analysis will be performed in groups so that students can learn from one another. Subsequent analysis will be done individually but in consultation with other students. Finally, each student will also choose their own set of differentially expressed genes, and write a short grant proposal on those genes with extensive feedback from the instructor. Assessment: Quizzes on fundamental lab techniques/procedures and the reasoning behind them will be held throughout the semester. Students will also be asked to write a short paper presenting their literature research and experimental design to study genes that are expressed differently between wild type and mutant plants. Inclusive Teaching: The lesson incorporates mostly hands-on activities, both lab and computer-based. There is also a short lecture component in each class, and a significant amount of written expression. The lesson, therefore, includes different learning modalities. 3. Lesson Plan: Growth of wild-type and mutant Arabidopsis seedlings on petri dishes. Total RNA extraction using a modified RNeasy plant mini kit. Poly-A enrichment using magnetic beads, and RNA fragmentation. Reverse transcription and generation of cDNA library to be sequenced. Tutorial to bioinformatics tool. Practice analysis using a small sequencing data set. Full analysis of their own data set: generation of list of differentially expressed genes, GO term enrichment, clustering, other downstream analyses. Selection and validation (by qRT-PCR) of a small subset of misregulated genes. Exploration of the primary literature related to the genes of interest and design of possible follow-up experiments. 5 Week 1 2 3-4 5 6-7 8-9 10 11 12 Activities Growing seedlings on agarose plates RNA purification Reverse transcription and generating library Introduction to R Practice RNA analysis on R using a small data set Analysis of differential expression of sequenced library Explore selected genes, researching literature qRT-PCR to validate differential expression Peer review of paper assignment 4. Teaching Discussion: N/A. 6