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Undergraduate Educator Network Webinar Undergraduate Educator Network Webinar Series (c) SOT2015 Sponsored by Undergraduate Education Subcommittee SOT Education Committee December 15, 2015 1:00 PM ET

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Page 1: Undergraduate Educator Network ... - Society of Toxicology · for undergraduate laboratory exercises focusing on toxicology. 2. Examine three examples of laboratory exercises that

Undergradua te Educator Ne twork Webinar

Undergraduate Educator Network Webinar Series

(c) SOT2015

Sponsored by Undergraduate Education Subcommittee

SOT Education Committee December 15, 2015

1:00 PM ET

Page 2: Undergraduate Educator Network ... - Society of Toxicology · for undergraduate laboratory exercises focusing on toxicology. 2. Examine three examples of laboratory exercises that

Undergradua te Educator Ne twork Webinar

Welcome

(c) SOT2015

Joshua Gray, PhD Chair, Undergraduate Subcommittee US Coast Guard Academy

Kristine Willett, PhD Co-Chair, Undergraduate Subcommittee UEN Webinar Moderator University of Mississippi

Page 3: Undergraduate Educator Network ... - Society of Toxicology · for undergraduate laboratory exercises focusing on toxicology. 2. Examine three examples of laboratory exercises that

Undergradua te Educator Ne twork Webinar

Objectives Viewers will be able to: 1. Adopt up to three examples of the use of fish

(zebrafish and other types of fish) as model systems for undergraduate laboratory exercises focusing on toxicology.

2. Examine three examples of laboratory exercises that apply the process of science, quantitative reasoning (through dose-response relationships), evolution, and structure and function (through embryological development).

Page 4: Undergraduate Educator Network ... - Society of Toxicology · for undergraduate laboratory exercises focusing on toxicology. 2. Examine three examples of laboratory exercises that

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Use of a Behavioral Assay to Determine the Chronic Effects of Chlorpyrifos on Developing

Zebrafish Larissa M. Williams, PhD

Assistant Professor Bates College Lewiston, ME

Extended protocols available in SOT Undergraduate Resource Curriculum

Page 5: Undergraduate Educator Network ... - Society of Toxicology · for undergraduate laboratory exercises focusing on toxicology. 2. Examine three examples of laboratory exercises that

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(Zebra)Fish as Models in Developmental Toxicology

• Vertebrate animals • External development; small, transparent embryos • High fecundity; short life cycle • Genetic and genomic tools • Well-developed transgenic technologies • Paralogous genes from ancestral genome

duplication

Page 6: Undergraduate Educator Network ... - Society of Toxicology · for undergraduate laboratory exercises focusing on toxicology. 2. Examine three examples of laboratory exercises that

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Behavioral Assays can be used as a Short Term Lab Project

• Illustrates principles of development, neurobiology, and toxicology

• Enables discussion and implementation of experimental design and data analysis

• Limited preparation necessary • Can be a stand alone lab and completed in

~3 hours

Page 7: Undergraduate Educator Network ... - Society of Toxicology · for undergraduate laboratory exercises focusing on toxicology. 2. Examine three examples of laboratory exercises that

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Neurodevelopment in Zebrafish

http://sivelab.wi.mit.edu/Ongoing%20Projects2.htm

Page 8: Undergraduate Educator Network ... - Society of Toxicology · for undergraduate laboratory exercises focusing on toxicology. 2. Examine three examples of laboratory exercises that

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Zebrafish Development and Behavior

http://journal.frontiersin.org/article/10.3389/fnbeh.2010.00036/full

Page 9: Undergraduate Educator Network ... - Society of Toxicology · for undergraduate laboratory exercises focusing on toxicology. 2. Examine three examples of laboratory exercises that

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Do Widely used Environmental Chemicals Affect Development?

USGS.gov

Page 10: Undergraduate Educator Network ... - Society of Toxicology · for undergraduate laboratory exercises focusing on toxicology. 2. Examine three examples of laboratory exercises that

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Organophosphate Mechanism of Action

http://depts.washington.edu/opchild/acute.html

Page 11: Undergraduate Educator Network ... - Society of Toxicology · for undergraduate laboratory exercises focusing on toxicology. 2. Examine three examples of laboratory exercises that

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Supplies for the Lab • Adult zebrafish and IACUC approval • Danieau’s or E2 medium • Petri dishes, transfer pipets, and pipets • Chlorpyrifos • Dissecting scopes (and video capable

cameras) • 16-mm diameter cylinder • Computers for data analysis

Page 12: Undergraduate Educator Network ... - Society of Toxicology · for undergraduate laboratory exercises focusing on toxicology. 2. Examine three examples of laboratory exercises that

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Day 1: Spawn zebrafish, collect embryos, start chronic dosing at 10 hpf Dosing regimes can be at single dose or multiple doses

Pre-Lab Protocol

Page 13: Undergraduate Educator Network ... - Society of Toxicology · for undergraduate laboratory exercises focusing on toxicology. 2. Examine three examples of laboratory exercises that

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1. Stage embryos at 2, 3, 4, or 5 days post fertilization 2. Test at least five fish per treatment for five minutes 3. Count or videotape the number of crossings

Behavioral Assay

Figures from: Levin et al., 2004

Page 14: Undergraduate Educator Network ... - Society of Toxicology · for undergraduate laboratory exercises focusing on toxicology. 2. Examine three examples of laboratory exercises that

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Data Analysis

• Graph number of segment crossings per: Age Dose Age x Dose

• Carry out statistical analysis

Figure from: Levin et al., 2004

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Student Deliverables

• Full lab report • Short summary • Results section • Oral presentation

Page 16: Undergraduate Educator Network ... - Society of Toxicology · for undergraduate laboratory exercises focusing on toxicology. 2. Examine three examples of laboratory exercises that

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Questions….

Send to “All Panelists” via Q&A panel.

Page 17: Undergraduate Educator Network ... - Society of Toxicology · for undergraduate laboratory exercises focusing on toxicology. 2. Examine three examples of laboratory exercises that

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A Multi-Week Toxicological Study using Zebrafish

(Danio rerio) as a Model Mindy Reynolds, PhD

Associate Professor Washington College

Chestertown, MD

Extended protocols available in SOT Undergraduate Resource Curriculum and The Journal of Toxicological Education. Reynolds, M. (2013) A Toxicological Study using Zebrafish (Danio rerio) as a model. http://darchive.mblwhoilibrary.org/handle/1912/6314

Page 18: Undergraduate Educator Network ... - Society of Toxicology · for undergraduate laboratory exercises focusing on toxicology. 2. Examine three examples of laboratory exercises that

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Lab Activity Objectives • Introduce toxicological concepts

• Understand normal zebrafish development

from fertilization through 5 dpf

• Develop skills to formulate an independent hypothesis and design an experiment

• To write a scientific research proposal

Page 19: Undergraduate Educator Network ... - Society of Toxicology · for undergraduate laboratory exercises focusing on toxicology. 2. Examine three examples of laboratory exercises that

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Zebrafish (Danio rerio)

http://pharyngula.org/~pzmyers/MyersLab/research/stages.jpg

Development is exceedingly fast!

Page 20: Undergraduate Educator Network ... - Society of Toxicology · for undergraduate laboratory exercises focusing on toxicology. 2. Examine three examples of laboratory exercises that

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Getting Started

• Approval • IACUC

• Resources ZFIN: http://zfin.org/cgi-bin/webdriver?MIval=aa-ZDB_home.apg Westerfield, M., Zon, L., and Detrich, W. (2009) Essential Zebrafish Methods: Cell and Developmental Biology. Academic Press.

Page 21: Undergraduate Educator Network ... - Society of Toxicology · for undergraduate laboratory exercises focusing on toxicology. 2. Examine three examples of laboratory exercises that

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Adult Tank Maintenance

• Water temperature: 82 ºF • Light/Dark Cycle:

14 hours light 10 hours dark

• Separate males and females (Zebrafish International Resource Center) • Daily water changes • Monitor ammonium • and nitrate levels • (Carolina Biological) • Feed 2-3 times day

http://www.naturalhistorymag.com/0606/images/zebrafish.jpg

Page 22: Undergraduate Educator Network ... - Society of Toxicology · for undergraduate laboratory exercises focusing on toxicology. 2. Examine three examples of laboratory exercises that

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Breeding • Place 1-2 breeding pairs into breeding tank in early

evening. Separate males and females with divider

• Pull divider when lights turn on in morning

• Collect embryos 1-2 hours later and stage Clean and store in embryo media Maintain in an incubator at 28.6°C

http://www1.umn.edu/umnnews/img/assets/11502/larvae.jpg Carolina Biological

Page 23: Undergraduate Educator Network ... - Society of Toxicology · for undergraduate laboratory exercises focusing on toxicology. 2. Examine three examples of laboratory exercises that

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Week 1 Normal Zebrafish Development

Purpose • Understand breeding, maintenance, and

development • Understand how use digital equipment for

analysis • Appreciate the exceedingly fast developmental

process

Assessment • Figure depicting stages of development

Page 24: Undergraduate Educator Network ... - Society of Toxicology · for undergraduate laboratory exercises focusing on toxicology. 2. Examine three examples of laboratory exercises that

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Week 1 Normal Zebrafish Development Post

fertilization, hr 18 24 36 48

Page 25: Undergraduate Educator Network ... - Society of Toxicology · for undergraduate laboratory exercises focusing on toxicology. 2. Examine three examples of laboratory exercises that

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Week 2 Zebrafish on Drugs

Purpose • To compare how exposure to various toxicants

effects overall development, behavior, notochord length, and dry weight.

• Understand basic statistical analysis

Assessment • Figure comparing control and two different

toxicant concentrations • Two figures examining notochord length, dry

weight, or mortality • Statistical analysis required

Page 26: Undergraduate Educator Network ... - Society of Toxicology · for undergraduate laboratory exercises focusing on toxicology. 2. Examine three examples of laboratory exercises that

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Week 2 Zebrafish on Drugs

Treatments • All-trans retinoic acid (0.01, 0.1, 1, and 10 nM) • Ethanol (1, 2, and 3%) • Nicotine (10, 20, and 40 mM)

Page 27: Undergraduate Educator Network ... - Society of Toxicology · for undergraduate laboratory exercises focusing on toxicology. 2. Examine three examples of laboratory exercises that

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Week 2 Zebrafish on Drugs

Page 28: Undergraduate Educator Network ... - Society of Toxicology · for undergraduate laboratory exercises focusing on toxicology. 2. Examine three examples of laboratory exercises that

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Weeks 3-5 Independent Project

Purpose • Research a toxicant of their choice • Develop and write a formal research

proposal • Execute independent experiment • Present findings to the class

Assessment

• Searching and reading primary literature • Research design • Execution and collection of data • Presentation of findings

Page 29: Undergraduate Educator Network ... - Society of Toxicology · for undergraduate laboratory exercises focusing on toxicology. 2. Examine three examples of laboratory exercises that

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Weeks 3-5 Independent Project

UT 10-10

Dea

d La

rvae

0

4

8

12

16

Accutane, M

*

10-7

* *

Not

ocho

rd L

engt

h, m

m

4

UT 10-10

Accutane, M 10-7

*

*

6

2

0

Page 30: Undergraduate Educator Network ... - Society of Toxicology · for undergraduate laboratory exercises focusing on toxicology. 2. Examine three examples of laboratory exercises that

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Weeks 3-5 Independent Project

UT

Accutane 10-7M

Post fertilization, hr 12 24 48 5

Page 31: Undergraduate Educator Network ... - Society of Toxicology · for undergraduate laboratory exercises focusing on toxicology. 2. Examine three examples of laboratory exercises that

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Overall Conclusion • Lab is designed for instructors with little to

no background experience with zebrafish • Lab introduces basic toxicological concepts

and the use of an in vivo model system

• Students become comfortable with experimental design and data analysis

Page 32: Undergraduate Educator Network ... - Society of Toxicology · for undergraduate laboratory exercises focusing on toxicology. 2. Examine three examples of laboratory exercises that

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Questions….

Send to “All Panelists” via Q&A panel.

Page 33: Undergraduate Educator Network ... - Society of Toxicology · for undergraduate laboratory exercises focusing on toxicology. 2. Examine three examples of laboratory exercises that

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Molecular Biology Lab Class as a Vehicle for Teaching Environmental Toxicology:

Cloning and Expression Analysis of

CYP1A cDNAs from Diverse Fish Species

Wade H. Powell Biology Department Kenyon College Gambier, OH USA

Page 34: Undergraduate Educator Network ... - Society of Toxicology · for undergraduate laboratory exercises focusing on toxicology. 2. Examine three examples of laboratory exercises that

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BIOL 264: Gene Manipulation

• Intermediate lab course focused on skills development

• Weekly, 3-hour class. • Collaborative, semester-long group project. • Course-based research.

A “high-impact practice” Involves many students and makes science

more inclusive (Bangera and Bronwell, CBE Life Sc. Educ 2014. 13:602-606).

Page 35: Undergraduate Educator Network ... - Society of Toxicology · for undergraduate laboratory exercises focusing on toxicology. 2. Examine three examples of laboratory exercises that

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BIOL 264: Gene Manipulation

• A project with toxicological relevance. • Students clone cDNAs encoding Cytochrome

P4501A (CYP1A) enzymes from fish. • They then use the sequences of the cDNA clones to:

1. Construct the phylogenetic history of the protein during vertebrate evolution.

2. Determine the effect of contaminant AHR agonists on the expression of the associated mRNAs.

Page 36: Undergraduate Educator Network ... - Society of Toxicology · for undergraduate laboratory exercises focusing on toxicology. 2. Examine three examples of laboratory exercises that

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Learning Goals • Students gain experience in experimental

design, performance, and data analysis. • Technical experience includes:

Isolation, quantitation, and manipulation of nucleic acids.

Electrophoresis. Polymerase chain reaction. Measurement of mRNA expression. Bioinformatics and use of public sequence databases. Figure construction. Scientific writing.

Page 37: Undergraduate Educator Network ... - Society of Toxicology · for undergraduate laboratory exercises focusing on toxicology. 2. Examine three examples of laboratory exercises that

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Cytochrome P4501A (CYP1A)

• Phase I monooxygenase with xenobiotic and endogenous substrates

• mRNA strongly induced by contaminant agonists of the aryl hydrocarbon receptor (AHR) Polycyclic aromatic hydrocarbons (e.g.,

benzo[a]pyrene, petroleum hydrocarbons) Planar halogenated aromatic hydrocarbons (e.g.,

chlorinated dioxins, PCBs)

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Cytochrome P4501A (CYP1A)

• Common to all vertebrates, including bony fish

• Multiple paralogs in many vertebrate groups e.g., CYP1A1 and CYP1A2 in mice and humans

• Most fish have a single CYP1A gene, but some have multiple paralogs

Page 39: Undergraduate Educator Network ... - Society of Toxicology · for undergraduate laboratory exercises focusing on toxicology. 2. Examine three examples of laboratory exercises that

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CYP1A: A Useful Model for Undergraduate Molecular Biology Labs

• High mRNA expression level Facilitates cDNA cloning by inexperienced students using

RT-PCR

• Environmental Toxicology A useful biomarker of contaminant exposure.

• Molecular Evolution Questions about gene duplication provide an interesting

research question.

Page 40: Undergraduate Educator Network ... - Society of Toxicology · for undergraduate laboratory exercises focusing on toxicology. 2. Examine three examples of laboratory exercises that

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Animal Collection and Exposure*

• Sources: Collected locally with minnow traps Local bait shops Gulf Specimen Marine Laboratories

• Exposures (16-24 h): IP: 10 ng/g TCDD in corn oil (5 ng/μl) Waterborne: (1 nM TCDD, 0.1% corn oil) Less toxic alternatives, e.g. β-NF

• MS-222 anesthesia; dissect and freeze organs

*All protocols approved by Kenyon College IACUC Photos: nanfa.org

Central stoneroller minnow (Campostoma anomalum)

Creek Chub (Semotilus atromaculatus)

Bluegill (Lepomis macrochirus)

Gulf killifish (Fundulus grandis)

Southern Redbelly Dace (Chrosomus erythrogaster)

Page 41: Undergraduate Educator Network ... - Society of Toxicology · for undergraduate laboratory exercises focusing on toxicology. 2. Examine three examples of laboratory exercises that

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Total RNA Isolation and Analysis • RNA STAT-60 (Tel-Test CS-112; a

TRIZOL-type reagent).

• 100-200 mg of tissue allows all centrifugation steps to be performed in a microcentrifuge.

• This is the most hazardous activity of the semester. Training, gloves, coats, face shields are crucial.

• Assess integrity of total by electrophoresis. 5 µg/lane.

• Promega RNA markers (G3191). Package insert provides recipes for

denaturing load buffer and formaldehyde-free gels.

6853 4981 3638 2604

1908 1383 955 623

281

nt

28S

18S

1 2

Page 42: Undergraduate Educator Network ... - Society of Toxicology · for undergraduate laboratory exercises focusing on toxicology. 2. Examine three examples of laboratory exercises that

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RT-PCR with Degenerate Primers • Students design degenerate primers based

on regions of amino acid conservation. Design principles outlined in Wilkie and Simon (1991).

• Additional primers are derived from Iwata and Stegeman (2000; “HI primers”). Based on nucleotide sequences well conserved between all teleosts.

• GeneAmp Gold RNA PCR Reagent Kit (Life Technologies N8080143).

• Reverse transcriptase reactions use 1 µg total RNA and random hexamer primers.

• PCR reactions use 1 µM degenerate primers, 45 cycles, 50˚ annealing temperature.

• HI primers produce a product of ~430 bp. Primers designed in class will produce products of various predictable sizes.

(-RT)

2000 1500 1000 750 500 250

bp

2 3 4 1 5

HI for/rev Student primers

HI-for: 5’-ACAAGGACAACATCCGTGAC-3’ HI-rev: 5’-TCATGGTTGATCTGCCACTG-3’

Page 43: Undergraduate Educator Network ... - Society of Toxicology · for undergraduate laboratory exercises focusing on toxicology. 2. Examine three examples of laboratory exercises that

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Cloning the Amplified cDNA • Gel purify PCR products (QIAquick Gel

Extraction Kit; QIAGEN 28704).

• Clone into pGEM-T Easy (Promega). TA cloning Blue/White Screening

• Transform ligations into chemically competent JM109 cells (Promega).

• Plate on LB agar containing 100 µg/ml ampicillin, 0.1 mM IPTG, and 40 µg/ml X-Gal).

• Grow 8-10 White colonies in 5 ml liquid LB with 100 µg/ml ampicillin. Plasmid minipreps are performed using the QIAprep kit (QIAGEN 27104).

Promega pGEM-T Easy

Colonies resulting from a blue/white cloning screen.

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Cloning the Amplified cDNA • Screen minipreps for insert size

by EcoRI digestion and electro-phoresis on 1% agarose/1X TAE.

• Plasmids containing an insert of predicted size are sequenced.

• A central repository (LIMS) for results can be shared with students for bioinformatic analysis.

• Sequence 2-3 miniprep DNAs per pair of students (15-30 clones per class section).

2000 1500 1000

750 500

250

bp

3000 4000 Vector

(~3000 bp)

Insert (~440 bp)

white colonies

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Sequence Analysis: BLAST, Alignments, and Molecular Phylogenies Important questions students resolve:

Q: Have you cloned a CYP1A cDNA? What is the specific orthology of your cDNA(s)? How will that affect naming?

BLAST search, phylogeny of amino acid sequences

Q: Are your clones identical, or do they differ in nucleotide or amino acidsequence?

Clustal alignments.

Q: Any evidence for multiple CYP1A genes in the species? How much sequence divergence would indicate multiple genes? What other types of evidence would you want to be sure?

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Sequence Analysis: BLAST, Alignments, and Molecular Phylogenies

Bioinformatics Resources Many web-based tools for contig assembly, translation, alignment, and phylogenies are freely available. These change constantly. Encourage students to explore and find what they need!

www.expasy.org ncbi.nlm.nih.gov www.bioinformatics.org www.clustal.org

Amino acid alignment of fish CYP1As

Phylogeny of vertebrate CYP1As. Neighbor-joining tree generated in Clustal X and visualized with TreeView.

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mRNA Expression Analysis • Examine expression of the mRNA encoded by the student-generated CYP1A

clone(s).

• Experiment is built around a story from a contaminated site. • Use CYP1A expression as a biomarker of exposure.

• Oil and fuel spills (local marinas and Deepwater Horizon) have garnered student interest.

• Uses liver or gill from unexposed, TCDD-exposed or field-collected animals. • Actual collections from potentially contaminated sites are preferred, but not

necessary; exposures can also happen behind the scenes in the laboratory.

• cDNA synthesis: TaqMan Reverse Transcription Reagents (LifeTech N8080234). Treat total RNA with DNase (Ambion, DNAfree Turbo) to remove residual genomic DNA.

• PCR: Power SYBR Green PCR Master Mix (LifeTech 4368702). ABI 7500 Real Time PCR instrument.

• Clean, uncontaminated work areas and pipettors are crucial! We use laminar flow hoods and cross-link all pipetmen with a UV Stratalinker (Stratagene) before use.

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mRNA Expression Analysis • PCR primers as designed by students

in advance based on their sequences.

• Universal primers for 18S rRNA are used for the endogenous control.

18Sfor: AAACGGCTACCACATCCAAG 18Srev: CCTCCAATGGATCCTCGTTA

• Threshold cycle (Ct) is determined from amplification plots.

• Relative abundance of CYP1A mRNAs is calculated using the ∆∆Ct method.

Wolf Run +TCDD

-TCDD

CYP1A

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Typical Course Schedule

Insert background info here

Week Activity Week Activity 1 Check-in; introduction 8 Transformations; Writing Workshop II-

peer review of recent assignment. 2 Isolate total RNA 9 Plasmid Minipreps; restriction digest 3 RNA electrophoresis.

Degenerate Primer Design 10 Electrophoresis of digested plasmids;

Prepare for sequencing.

4 Bioinformatics Workshop: Databases and Construction of Phylogenetic Trees

11 Introduction to Real-Time PCR; Primer Design; Sequence analysis

5 RT-PCR 12 cDNA synthesis; organize PCR reactions

6 Electrophoresis of RT-PCR products; Writing Workshop I-published papers.

13 Real Time PCR Reactions

7 Gel purification and ligation 14 Data Analysis and Check-out

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Final Assignment: Scientific Manuscript

Students use cloning, sequence analysis, and expression data to craft a manuscript. Each student can choose the focus:

1. An environmental toxicology paper

• Focuses on CYP1A expression in fish from the contaminated site.

• Cloning and phylogenies are important elements of biomarker development.

2. A molecular evolution paper. • Focuses on the orthology and number of CYP1As. • Expression data provide important evidence that the sequence is

actually a CYP1A.

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Reflections • Molecular biology lab courses offer excellent opportunities to address

topics and techniques of toxicological significance.

• Special value for life sciences programs that lack specific toxicology courses.

• CYP1A, which is strongly induced by exposure to numerous environmental contaminants, is especially well suited for cloning and expression studies.

• Course-based research is a high-impact practice that make science more inclusive.

• Student surveys indicate that they overwhelmingly value a lab class centered on a single research project. They also value the broadly transferable skills developed in this course.

• Approximately 78% of Biochemistry/Molecular Biology majors in this course go on to have significant research experiences at Kenyon College and/or elsewhere (2002-2012).

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References and Additional Resources • Berndtson, A.K., T.T. Chen. 1994. Two unique CYP1 genes

are expressed in response to 3- methylcholanthrene treatment in rainbow trout. Arch Biochem Biophys; 310:187–95.

• Goldstone, Heather M. H., and John J. Stegeman. 2006. A Revised Evolutionary History of the CYP1A Subfamily: Gene Duplication, Gene Conversion, and Positive Selection. J Molec Evol 62.6: 708-17

• Hogg, K. 2014. A primer for designing degerate primers. http://bitesizebio.com/18992/a-primer-for-designing-degenerate-primers/

• Mahata, Shyamal C., Ryoichi Mitsuo, Jun-Ya Aoki, Hironori Kato, and Takao Itakura. 2003. Two Forms of Cytochrome P450 CDNA from 3-methylcholanthrene-treated European Eel Anguilla anguilla. Fisheries Sci 69.3: 615-24.

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References and Additional Resources, cont’d

• Powell, W.H. 2005. "Real Time PCR: Sample Data." http://biology.kenyon.edu/HHMI/Real_Time_PCR/Sample_Data.htm.

• Powell, W.H. 2007. Comparison of Protein Sequences: BLAST Searching and Phylogenetic Tree Construction. Inquiry-based Integrated Instructional Unit, Teaching Genomics at Small Colleges Workshop, Vassar College. http://serc.carleton.edu/genomics/units/19100.html

• Whitehead, A., et al. 2011. Genomic and physiological footprint of the Deepwater Horizon oil spill on resident marsh fishes. PNAS 109:20298-20202.

• Wilkie, TM and MI Simon 1991. Cloning Multigene Families with Degenerate PCR Primers. Methods: A companion to Meth Enzymol 2:32-41

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Questions and Comments

Send to “All Panelists” via Q&A panel.

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SOT Undergraduate Toxicology curriculum Resources

www.toxicology.org/education/edu/resources.asp

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Undergraduate Educator Network Webinars

• Using Open Source Biological Pathway Databases for Education and Discovery

• Evidence-Based Instructional Practices in Undergraduate Science Courses

• The Use of Technology to Teach Toxicology and Related Disciplines

• Education and Enrichment Activities for Educators

• Having It All: Teaching, Research, and Service at a Small Liberal Arts College: A Toxicologist’s Perspective

www.toxicology.org/education/edu/ugWebinars.asp

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Questions and Comments

Send to “All Panelists” via Q&A panel.

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(c) SOT2015

Undergraduate Educator Network Webinar Series Thank you for participating!