PLANT GENOMICS
PBIO / PLPA 5301
FALL 2009


TU/TH 1:15 - 2:30 pm
ROOM 365 BORLAUG HALL
ST PAUL CAMPUS, UNIVERSITY OF MINNESOTA


INSTRUCTOR
Nevin Dale Young
320 Cargill Genomics Building
612-625-2225
Email: neviny@umn.edu
Home page: http://umn.edu/home/neviny
Office hours by appointment



SYLLABUS

Overview

Plant genomics is a course for graduate and advanced undergraduate students who are interested in the application of genomics and bioinformatics to the study of plants. Students learn strategies for structural and functional genomic analysis by exploring the genomes of model plant systems, comparative genomics, genome expression and genome evolution. Students also learn the fundamentals of sequence analysis, database searching and data-mining through computer labs and independent projects. Class sessions consist of lectures, discussions, small group activities and hands-on computer labs.

Prerequisites

Introductory courses in genetics and either biochemistry or cell biology – or – consent of instructor.


Learner Outcomes

In Plant Genomics students learn:

Requirements

Everyone who attends class must enroll formally. This includes students who are taking Plant Genomics for credit, as well as students who plan to audit. Because class participation is a formal part of the final grade, students should plan to attend every class. If you do need to miss a class for a valid reason, please inform the instructor by email a day or two ahead of time. Active participation is expected every day, so assigned readings should be completed before coming to class.

Readings

Nearly all readings are found through the internet, with links listed below.

Grading

Exams

There will be two exams, one  on October 15th and another on December 15th. There will not be make-ups, so plan on being in class these days. Each exam will consist of approximately five to ten "medium" answer questions.

Computer Homeworks

To provide practical experience with genome databases and the process of "data-mining", there will be a series of short computer-related homework assignments. The first three homeworks will be relatively short and focused. The final computer homework will be a multi-week assignment (starting approximately November 20th) consisting of an internet-based mini-project and student presentation. On the final project, students should plan to work in pairs or small groups. Students will be expected to turn in both group and individual reports electronically for this assignment.

Class Participation

There will be regular "break-out" sessions and other class-wide discussions throughout the semester. Students are expected to participate actively. Responsibilities will be distributed among everyone. Class participation will be noted and included in the final grade, especially in  cases of "borderline" grades.

Grade Disputes

All grade disputes should be submitted in writing to the instructor within one week of receiving the graded assignment or exam. If the dispute can not be resolved satisfactorily, the assignment will be given to an expert outside of class to provide input. Please remember that re-graded exams and assignments can be lowered as well as raised. 

Students with Disabilities

Students with any type of disability will be accommodated. For assistance, please contact University Disability Services (612-624-4037) or the instructor.

Scholastic Honesty Policy

Students in Plant Genomics are expected to do their own work and submit their own assignments (unless explicitly stated otherwise). Still, group activities and discussion among students are strongly encouraged. Details on the University of Minnesota's student honor code is found at: http://www1.umn.edu/regents/policies/academic/StudentConduct.pdf.



Schedule

Fall 2009 Schedule

Fall 2008 Schedule


Readings (2009)

NOTE: The Pevsner Packet is available for purchase at the St. Paul Campus Bookstore.

NOTE: You may need to log-in from a computer with a University of Minnesota URL in order to access some of these readings.

September 8, 2009: Global Views of Biology

Lander ES (1996) The new genomics: Global views of biology. Science 274: 536.

September 10, 2009: DNA Sequencing and DNA Chips

PCR technology
Sanger DNA sequencing
Cycle DNA sequencing
Solexa sequencing technology
DNA microarrays
Genechips

September 15, 2009: Aligning DNA Sequences

Pevsner J (2009) Bioinformatics and Functional Genomics, Vol. 2. Wiley-Blackwell. Pages 47-76.

September 17, 2009: Searching Genome Databases (LAB)

Pevsner J (2009) Bioinformatics and Functional Genomics, Vol. 2. Wiley-Blackwell. Pages 13-33 and 101-128. (Note: pages 116-122 are optional.)

September 22, 2009: EST Libraries

Nagaraj SH et al (2007) A hitchhiker's guide to expressed sequence tag (EST) analysis. Briefings in Bioinformatics 8:6-21.

September 24, 2009: Exploring Gene Indices (LAB)

Quakenbush J et al (2001) The TIGR gene indices: Analysis of gene transcript sequences in highly sampled eukaryotic species. Nucleic Acids Research 29: 159-164.

September 29, 2009: Sequencing Plant Genomes

Pevsner J (2009) Bioinformatics and Functional Genomics, Vol. 2. Wiley-Blackwell. Pages 537-554.

October 1, 2009: Arabidopsis Genome

Arabidopsis Genome Initiative (2000) Analysis of the genome sequence of the flowering plant Arabidopsis thaliana. Nature 408: 796-815.

October 6, 2009: Comparative Genomics

Tang H, et al (2008) Synteny and collinearity in plant genomes. Science 320: 486-488.

Devos KM (2005) Updating the crop circle. Current Opinion in Plant Biology 8: 155-162.

October 8, 2009: Annotation and Comparative Genomics (LAB)

Wortman JR, et al (2003) Annotating the Arabidopsis genome. Plant Physiology 132: 461-468.

October  20, 2009: Microarrays & DNA Chips

Resnick WD and Buell CR (2005) Microarray expression profiling resources for plant genomics. Trends Plant Science 2005: 603-609.

Gregory BD, et al (2008) Utilizing tiling microarrays for whole-genome analysis in plants. The Plant Journal 53: 636-644.

October 22, 2009: Gene Expression Analysis

Benedito VA, et al (2008) A gene expression atlas of the model legume Medicago truncatula. The Plant Journal 55: 504-513.

October 27, 2009: Genome Expression Case Study

Glazebrook J, et al (2003) Topology of the network integrating salicylate and jasmonate signal transduction derived from global expression phenotyping. The Plant Journal 2003 34: 217-228.

October 29, 2009: Expression Databases (LAB)

Pevsner J (2009) Bioinformatics and Functional Genomics, Vol. 2. Wiley-Blackwell. Pages 331-369.

November 3, 2009: Genome Methylation

Cokus SJ, et al (2008) Shotgun bisulphite sequencing of the Arabidopsis genome reveals DNA methylation patterning. Nature 452: 215-219.

November 5, 2009: Proteomics and Metabolomics

Baerenfaller K, et al (2008) Genome-scale proteomics reveals Arabidopsis thaliana gene models and proteome dynamics. Science 320: 938-941.

November 10, 2009: Reverse Genetics

Alonso JM and Ecker JR (2006) Moving forward in reverse: Genetic technologies to enable genome-wide phenomic screens in Arabidopsis. Nature Review Genetics 7: 524-536.

November 12, 2009: QTLs and eQTLs

Kliebenstein DL (2008) Quantitative genomics: Analyzing intraspecific variation using global gene expression polymophisms or eQTLs. Annual Review of Plant Biology 60: 93-114 (NOTE: Required reading only from 93-101).

November 17, 2009:

Please attend Dr. Richard Clark's seminar at 3:30pm in 105 Cargill on 11/17/09. His presentation will be the main topic of discussion on November 19th

November 19, 2009: Genome Diversity

Clark RM, et al (2007) Common sequence polymorphisms shaping genetic diversity in Arabidopsis thaliana. Science 317: 338-342.



Handouts (2009)

Global Views of Biology (September 8, 2009)

DNA Sequencing & DNA Chips (September 10, 2009)

Aligning DNA Sequences (September 14, 2009)

EST Libraries (September 21, 2009)

Genome Sequencing (September 29, 2009)

The Arabidopsis Genome (October 1, 2009)

Other Plant Genomes (October 6, 2009)

Review Questions for Exam #1 (Exam date: October 15, 2009)

Exam #1 Answer Key (October 20, 2009)

Microarray Technology (October 20, 2009)

Genome Transcription (October 22, 2009)

Microarray Case Study (October 27, 2009)

Genome Methylation (November 3, 2009)

Proteomics (November 5, 2009)

Reverse Genetics (November 10, 2009)

Expression eQTLs (November 12, 2009)

Genome Diversity (November 19, 2009)


Computer Labs (2009)

Sequence Alignment and Database Searching Tutorial (September 17, 2009)

Expressed Sequence Tags (ESTs) and Gene Indices (September 24, 2009)

Genome Annotation and Genome Browsing (October 8, 2009)

Genome Annotation and Genome Browsing Overheads (October 8, 2009)

Microarray Analysis and Database (October 29, 2009)

Microarray Analysis and Database Lab Overheads (October 29, 2009)


Homework (2009) 

Homework #1: Sequence Alignment and Genome Databases (September 17, 2009)

Homework #2: Exploring & Annotating Plant Genomes (Due October 15, 2009)

Homework #3: Microarray Analysis of Gene Expression (Due November 10, 2009)



Old Exams (2000-Present)

Final Exam -- 2008

Midterm Exam -- 2008

Exam 3 -- 2007

Exam 2 -- 2007

Exam 1 -- 2007

Midterm Exam -- 2006

Final Exam -- 2004

Midterm Exam -- 2004

Final Exam -- 2003

Midterm Exam -- 2003

Final Exam -- 2002

Midterm Exam -- 2002

Final Exam -- 2001

Midterm Exam -- 2001

Final Exam -- 2000

Midterm Exam -- 2000


Materials (out of date) from Fall Semester 2008


Readings (2008)

September 2, 2008: Global Views of Biology

Lander ES (1996) The new genomics: Global views of biology. Science 274: 536.

September 9, 2008: Genomic Tools and Definitions

PCR technology

Sanger DNA sequencing

Cycle DNA sequencing

DNA microarrays

Genechips

Brown TA (2006) Global studies of genome activity, In: Genomes, 2nd ed, Garland Science.

September 11, 2008: Bioinformatic Tools and Definitions

Rhee SY, et al (2006) Bioinformatics and its applications in plant biology. Annual Review of Plant Biology 57: 335-340 and 345-352 (Introduction, Sequence Analysis, Ontologies, Databases & Emerging Areas).

Optional: Classic readings for students who want to know more about bioinformatic algorithms.

Ewing, B. and Green, P. (1998) Base-calling of automated sequencer traces using Phred. II. Error probabilities. Genome Research 8: 186-194.

Thompson, J.D. et al (1994) CLUSTAL W: Improving the sensitivity of progressive multiple sequence alignment through sequence weighting, position-specifci gap penalties and weight matrix choice. Nucleic Acids Research 22: 4673-4680.

Altschul, S.F. et al (1997) Gapped BLAST and PSI-BLAST: A new generation of protein database search programs. Nucleic Acids Research 25: 3390-4002.

September 16, 2008: Genbank and Blast Searching (LAB)

Benson DA, et al (2008) Genbank. Nucleic Acids Research 36: D25-30.

NCBI BLAST Guide

September 18, 2008: EST Libraries

Nagaraj SH et al (2007) A hitchhiker's guide to expressed sequence tag (EST) analysis. Briefings in Bioinformatics 8:6-21.

September 23, 2008: Gene Indices (LAB)

Quakenbush J et al (2001) The TIGR gene indices: analysis of gene transcript sequences in highly sampled eukaryotic species. Nucleic Acids Research 29: 159-164.

Dana Farber Gene Indices (compbio.dfci.harvard.edu/tgi/faq2.html)

September 25, 2008: Genome Sequencing

Green ED (2001) Strategies for sequencing complex genomes. Nat Rev Genetics 2: 573-583.

Wicker T (2006) 454 sequencing put to the test using the complex genome of barley. BMC Genomics 2006 7: 275.

September 30, 2008: Arabidopsis Genome

Arabidopsis Genome Initiative (2000) Analysis of the genome sequence of the flowering plant Arabidopsis thaliana. Nature 408: 796-815.

October 2, 2008: Other Plant Genomes

International Rice Genome Sequencing Project (2005) The map-based sequence of the rice genome. Nature 436: 793-800.

Vitte C and Bennetzen JL (2006) Analysis of retrotransposon structural diversity uncovers propoerties and proensities in angiosperm genome evolution. PNAS 103: 17638-17643,

October 7, 2008: Comparative Genomics

Tang H, et al (2008) Synteny and collinearity in plant genomes. Science 320: 486-488.

Devos KM (2005) Updating the 'Crop Circle. Current Opinion in Plant Biology 8: 155-162.

October 9, 2008: Annotation and Comparative Genomics (LAB)

Haas BJ, et al (2005) Complete reannotation of the Arabidopsis genome: Methods, tools, protocols and the final release. BMC Biology 2005, 3:7.

October 21, 2008: Microarray Technology

 Gregory BD, et al (2008) Utilizing tiling microarrays for whole-genome analysis in plants. The Plant Journal 53: 636-644.

Rhee SY, et al (2006) Bioinformatics and its applications in plant biology. Annual Review of Plant Biology 57: 340-342. "Transcriptome Analysis..."

October 23, 2008: Genome Expression

Busch W and Lohmann JU (2007) Profiling a plant: expression analysis in Arabidopsis. Current Opinion in Plant Biology 10: 136-141.

Benedito VA, et al (2008) A gene expression atlas of the model legume Medicago truncatula. The Plant Journal 55: 504-513.

October 28, 2008: Genome Expression Database (LAB)

Shen L et al (2005) BarleyBase - an expression profiling database for plant genomics.Nucleic Acids Research 33 (Database Issue): D614-D618.

October 30, 2008: Genome Expression Case Study

Glazebrook J, et al (2003) Topology of the network integrating salicylate and jasmonate signal transduction derived from global expression phenotyping. The Plant Journal 2003 34: 217-228.

November 4, 2008: QTLs & eQTLs

Keurentjes JJB, et al (2007) Regulatory network construction in Arabidopsis by using genome-wide gene expression quantitative trait loci. PNAS 104: 1708-1713.

West MA, et al (2007) Global eQTL mapping reveals the complex genetic architecture of transcript-level variation in Arabidopsis. Genetics 175: 1441-1450.

November 6, 2008: Genome Diversity

Buckler E and Gore M (2007) An Arabidopsis haplotype map takes root. Nature Genetics 39: 1056-1057.

Clark RM, et al (2007) Common sequence polymorphisms shaping genetic diversity in Arabidopsis thaliana. Science 317: 338-342.


November 11, 2008: Methylation and MicroRNAs

Cokus SJ, et al (2008) Shotgun bisulphite sequencing of the Arabidopsis genome reveals DNA methylation patterning. Nature 452: 215-219.

Meyers BC, et al (2006) Sweating the small stuff: microRNA discovery in plants. Current Opinion in Biotechnology 17: 139-146.

November 13, 2008: Proteomics & Metabolomics

Baerenfaller K, et al (2008) Genome-scale proteomics reveals Arabidopsis thaliana gene models and proteome dynamics. Science 320: 938-941.

Rhee SY, et al (2006) Bioinformatics and its applications in plant biology. Annual Review of Plant Biology 57: 340-342. "Computational Proteomics & Metabolomics..."

December 11, 2008: Reverse Genetics

Alonso JM and Ecker JR (2006) Moving forward in reverse: genetic technologies to enable genome-wide phenomic screens in Arabidopsis. Nature Review Genetics 7: 524-536.



Handouts (2008)

Genomics Case Study (September 2, 2008)

Genomics Tools & Definitions (September 9, 2008)

Bioinformatics Tools & Definition (September 11, 2008)

EST Libraries (September 18, 2008)

Genome Sequencing (September 25, 2008)

Arabidopsis Genome (September 30, 2008)

Other Plant Genomes (October 2, 2008)

Comparative Genomics (October 7, 2008)

Exam Review Questions #1 (October 7, 2008)

Microarray Technology (October 21, 2008)

Genome Expression (October 23, 2008)

Genome Expression Case Study (October 30, 2008)

QTLs & eQTLs (November 4, 2008)

Genome Diversity (November 6, 2008)

Genome Structure (November 11, 2008)

Proteomics & Metabolomics (November 13, 2008)

Exam Review Questions #2 (November 18, 2008)

Data-Mining Group Project (Due December 2, 2008)


Computer Labs (2008)

Bioinformatics Tools Lab Activity-- Including homework #1 (September 16, 2008) (Note: homework due September  16)

Bioinformatics Tools Powerpoint (September 16, 2008)

Gene Index Lab Activity (September 23, 2008)

Gene Index Powerpoint (September 23, 2008)

Gene Index Homework (due September 30, 2008)

Annotation and Comparative Genomics Lab Activity (October 9, 2008)

Annotation and Comparative Genomics Powerpoint (October 9, 2008)

Annotation and Comparative Genomics Homework (due October 16, 2008)

Gene Expression Lab Activity (October 28, 2008)

Gene Expression Powerpoint (October 28, 2008)

Gene Expression Links: PLEXdb

Gene Expression Links: Medicago Gene Atlas

Gene Expression Homework (due November 4, 2008)


Last update: November 9, 2009

© 1998-2009 by Nevin Dale Young and the Regents of the University of Minnesota
The University of Minnesota is an equal opportunity educator and employer.