SlideShare a Scribd company logo
How to set up a reverse genetics experiment with an
Arabidopsis thaliana mutant
Mining Phenotypes
1
The Arabidopsis Information Portal is funded by a grant from the
National Science Foundation (#DBI-1262414)
and co-funded by a grant from the Biotechnology and Biological
Sciences Research Council (BB/L027151/1).
These lessons were developed during the summer of 2015 as
education outreach for the www.Araport.org portal in
conjunction with the J. Craig Venter Institute, Rockville, MD,
20850, USA. We appreciate the lesson review and edits by David
Lally at the Partnership for Research and Education with Plants.
Contact information
General information: araport@jcvi.org
Jason Miller, Grant Co-Principal Investigator, JCVI
jmiller@jcvi.org
This lesson was prepared by Andrea Cobb, Ph.D.
(adcobb@fcps.edu)
with the help of Margot Goldberg (mgoldberg1@pghboe.net)
2
Phenotype
• A detectable trait
• Examples of detection:
– Visual (number of flower petals per flower)
– Immunological (human blood type)
– Biochemical (antibiotic resistant bacteria)
3
Genotype
DNA sequence of a gene
Gene variants
Homozygous or heterozygous
4
Phenotype  Genotype
Traditional “forward” genetics
known phenotype  work out genotype
https://blogs.brandeis.edu/flyonthewall/translational-findings-how-frui
t-fly-research-has-already-contributed-to-human-health
 find and sequence gene
http://cubocube.com/dashboard.php?a=1181&b=1260&c=103
http://www.sciencedirect.com/science/article/
pii/S0005273699000644 5
“Reverse” genetics
Scientists alter the genotype (mutate)
Detect resulting change in phenotype
Learn something about the gene’s function
Genotype   Phenotype
https://www.youtube.com/watch?v=5gyl_ODu
ZdY
This links to a short video with Dr. Gillaspy
describing her reverse genetics research.
6
Aren’t all Arabidopsis thaliana
phenotypes known?
>13% of all Arabidopsis genes coding for
proteins have a completely unknown function
domains of unknown function
>30% of the Arabidopsis
proteome is poorly
characterized
7
8
Variations in phenotype might result
from:
Environmental interactions
Epigenetic regulation
Copy number variants
Multiple gene interactions
Pleiotropy-one gene has multiple effects
Mutations—knockouts, knock-downs
and adding genes (transgenic)
9
Loss of function mutants-”knockouts”
Point mutations –chemicals /EMS
Insertions/deletions (indels)
T-insertions
CRISPR-Cas9
Must be back-crossed to
reduce heterozygosity but sometimes that
results in a lethal combination
https://www.youtube.com/watch?v=QEbVpj7Ebw
U shows how plant scientists can change
Arabidopsis genes 10
Mutants with reduced gene
expression-knock down
Works well when homozygous knockouts prove
lethal
RNAi mediated
From Wikipedia
11
Transgenic plants
How adding a gene may affect a plant’s ability to
respond to the environment
https://www.youtube.com/watch?v=EW-
3hgE6XpA
Links to a PREP video
12
How do scientists screen phenotypes?
Visually-abnormal morphology, growth rate, color, flowering, fertility, etc.
Biochemically—alterations in basic cell processes
(replication, protein synthesis, etc.)
Microscopically (use fluorescent tags
to see overexpression) and image analysis
http://www.illuminatedcell.com/autophagosomes.html 13
Phenotype screening, continued
Developmental Metabolic or stress-
dependent changes
Chemical genetic
screens
• http://abrcoutreach.osu.edu/educational-kits
http://web.stanford.edu/group/gcep/cgi-bin/gcep-
research/all/lignin-management-optimizing-yield-and-composition-
in-lignin-modified-plants/
http://journal.frontiersin.org/article/10.3389/fpls.2012.00004/full
14
Phenotype screening, continued
Co-expression data Protein-protein
interactions
From the following article:
Proteomics: Protein complexes take the bait
Anuj Kumar and Michael Snyder
Nature 415, 123-124(10 January 2002)
doi:10.1038/415123a
http://www.learner.org/courses/biology/textb
ook/proteo/index.html provides helpful
information on functional proteomics. 15
Challenges to determining
phenotype-genotype relationships
Mutants usually have more than one induced
mutation—which mutation is crucial to effect?
Genetic redundancy in gene families-not all
copies in the gene will be mutated, so normal
phenotype may persist.
High throughput screening methods needed.
http://www.ncbi.nlm.nih.gov/pubmed/235171
22 * 16
How does a scientist begin a stress or
chemical screening experiment to
explore phenotype?
https://www.youtube.com/watch?v=foHiKrlY9Qc
is a PREP video which shows how!
Obtain the mutant and its genotype information
Mutant and wild type Arabidopsis are available at
ABRC.org and some commercial providers.
17
Researching treatment ideas may increase the
likelihood that you will generate meaningful data.18
A great place to begin desgining your reverse
genetics experiment
is at www.araport.org
19
From the Tools pull-down menu, select
50 years of Arabidopsis Research
20
Enter the name of the gene into the search box.
Scroll to see the related publications
If you select one with a great number of citations,
you can see the citation network.
You can mouse over the network lines to see the
citation
Add the publications of interest to Google Scholar
• App is written for Mac but will work for the most part on
Windows
50 years of Arabidopsis Research
21
Access other detailed information
about Arabidopsis genes in ThaleMine
22
Mine ThaleMine
• Enter the gene
name into the
search box
• Select the Gene
category and you
will see the gene
information page
23
Use the information and links on the
gene page to decide:
What might I measure about the plant?
During what part of the plant’s life cycle should I
take measurements?
How often should I take measurements?
What might the gene product do?
How might I measure what the gene product is
doing?
What treatments might make sense?
What part of the plant should I use?
24
Gene ontology is a systematic way of recording
descriptive info about what a gene does, its
involvement in processes, and where it is
expressed.
Record the GO terms assigned to the gene:
• Biological processes
• Molecular function
• Cellular component
• These may help you think about what to
measure and how to measure
25
Gene expression is:
-The process of making a gene product (protein or RNA)
-The most basic mechanism whereby genotype gives
rise to phenotype
https://www.youtube.com/watch?v=OEWOZS_JTgk
Links to a short overview of gene expression
26
A closer look at gene expression
What is gene expression?
How do scientists measure gene expression?
27
Genes can be:
• Turned on (expressed)
• Turned off (not expressed)
• Turned up (increased expression)
• Turned down (decreased expression)
28
Proteins are the machinery of the cells. Proteins do many different jobs for the cell.
Genes store information about making those different proteins. When genes are
“turned on” (or expressed), the information in the gene’s DNA is used to make RNA.
The RNA is then processed and is used to make proteins. It is important to make just
the right amount of protein at just the right time and place!
Figure 7-5 Molecular Biology of the Cell (©
Garland Science 2008 29
http://www.ukhairdressers.com/romez.jpg
http://newborns.stanford.edu/PhotoGallery/Teeth3.html
https://en.wikipedia.org/wiki/Andr%C3%A9_the_Giant
Too much gene
expression (growth
hormone)
Wrong timing of
gene expression
(natal teeth)
Wrong location
for gene
expression
(trichosis)
Changes in gene
expression often
change
phenotype.
30
www.scq.ubc.ca/wp-content/cDNAarray.gif
Microarray
experiments
How do scientists measure gene expression?
31
https://www.systembio.com/lncrna-
research/disease-long-non-coding-rna/how-it-
works
Quantitative
Reverse-
Transcriptase
PCR
How do scientists measure gene expression?
32
How do scientists measure gene expression?
http://www.nature.com/ni/journal/v13/n9/fig_tab/ni.2407_F1.html
NextGen RNA-
sequencing
33
Examine Expression
• First look at the Tissue
specific gene expression.
• This will guide you about
what part of the plant to
sample or observe..
• Look at the legend to see
maximum expression.
• White indicates that data
is unavailable or was not
tested for that tissue.
http://www.hhmi.org/biointeractive/how-
analyze-dna-microarray-data links to a lesson
on microarrays used to generate this data. 34
Examine the Developmental map
This will help
you think
about when
to collect data
during the
plant’s life
cycle.
35
• http://www.prepproject.org/
Matches the developmental stage to the
number of days after planting.
36
On which days after planting Arabidopsis seeds might
you need to collect data?
Look at the other Expression pull-
down menus
They may give you
ideas about how the
environment
influences gene
expression.
You might want to
select or modify one
of the treatments for
your stressor (or not).
37
Proposal Ideas?
Work in groups of 4-6 to review and
add to your notes.
Brainstorm from your Araport notes and literature
searches:
What are possible functions for the gene product? .
What phenotypic changes might be expected?
How might we change the environment to elicit
those phenotypic changes?
How and when might we measure those
phenotypic changes? 38

More Related Content

What's hot

Bioinformatics applications and challenges
Bioinformatics applications and challengesBioinformatics applications and challenges
Bioinformatics applications and challenges
S V Singh
 
Software Pipelines: The Good, The Bad and The Ugly
Software Pipelines: The Good, The Bad and The UglySoftware Pipelines: The Good, The Bad and The Ugly
Software Pipelines: The Good, The Bad and The Ugly
João André Carriço
 
Friedberg lab-overview-grad-students-2019-nr
Friedberg lab-overview-grad-students-2019-nrFriedberg lab-overview-grad-students-2019-nr
Friedberg lab-overview-grad-students-2019-nr
Iddo
 
Bioinformatics in a Nutshell
Bioinformatics in a NutshellBioinformatics in a Nutshell
Bioinformatics in a Nutshell
Data Science Thailand
 
BIOINFORMATICS Applications And Challenges
BIOINFORMATICS Applications And ChallengesBIOINFORMATICS Applications And Challenges
BIOINFORMATICS Applications And Challenges
Amos Watentena
 
NIST Microbial Genomic RM BERM14 2015-10-15
NIST Microbial Genomic RM BERM14 2015-10-15NIST Microbial Genomic RM BERM14 2015-10-15
NIST Microbial Genomic RM BERM14 2015-10-15
Nathan Olson
 
Data Visualization And Annotation Workshop at Biocuration 2015
Data Visualization And Annotation Workshop at Biocuration 2015Data Visualization And Annotation Workshop at Biocuration 2015
Data Visualization And Annotation Workshop at Biocuration 2015
Monica Munoz-Torres
 
KnetMiner - Knowledge Network Miner
KnetMiner - Knowledge Network MinerKnetMiner - Knowledge Network Miner
KnetMiner - Knowledge Network Miner
Keywan Hassani-Pak
 
Genomic Epidemiology: How High Throughput Sequencing changed our view on bac...
Genomic Epidemiology:  How High Throughput Sequencing changed our view on bac...Genomic Epidemiology:  How High Throughput Sequencing changed our view on bac...
Genomic Epidemiology: How High Throughput Sequencing changed our view on bac...
João André Carriço
 
Bioinformatics - Discovering the Bio Logic Of Nature
Bioinformatics - Discovering the Bio Logic Of NatureBioinformatics - Discovering the Bio Logic Of Nature
Bioinformatics - Discovering the Bio Logic Of Nature
Robert Cormia
 
RML NCBI Resources
RML NCBI ResourcesRML NCBI Resources
RML NCBI Resources
Jackie Wirz, PhD
 
Jc synthetic biology 6-15-2012
Jc synthetic biology   6-15-2012Jc synthetic biology   6-15-2012
Jc synthetic biology 6-15-2012
Diane Wu
 
Introducing the KnetMiner Knowledge Graph: things, not strings
Introducing the KnetMiner Knowledge Graph: things, not stringsIntroducing the KnetMiner Knowledge Graph: things, not strings
Introducing the KnetMiner Knowledge Graph: things, not strings
Keywan Hassani-Pak
 
Intro bioinformatics
Intro bioinformaticsIntro bioinformatics
Intro bioinformatics
Chris Dwan
 
Ncbi
NcbiNcbi
Application of bioinformatics
Application of bioinformaticsApplication of bioinformatics
Application of bioinformatics
Kamlesh Patade
 
Bioinformatics
BioinformaticsBioinformatics
Bioinformatics
Nuno Barreto
 
Cracking the (bio)code -- Professional Development Session at SACNAS 2014
Cracking the (bio)code -- Professional Development Session at SACNAS 2014Cracking the (bio)code -- Professional Development Session at SACNAS 2014
Cracking the (bio)code -- Professional Development Session at SACNAS 2014
Tracy Heath
 
Careers in bioinformatics, Scope, Skills and Jobs
Careers in bioinformatics, Scope, Skills and JobsCareers in bioinformatics, Scope, Skills and Jobs
Careers in bioinformatics, Scope, Skills and Jobs
M Abdullah Chaudhry
 
Tools and database of NCBI
Tools and database of NCBITools and database of NCBI
Tools and database of NCBI
Santosh Kumar Sahoo
 

What's hot (20)

Bioinformatics applications and challenges
Bioinformatics applications and challengesBioinformatics applications and challenges
Bioinformatics applications and challenges
 
Software Pipelines: The Good, The Bad and The Ugly
Software Pipelines: The Good, The Bad and The UglySoftware Pipelines: The Good, The Bad and The Ugly
Software Pipelines: The Good, The Bad and The Ugly
 
Friedberg lab-overview-grad-students-2019-nr
Friedberg lab-overview-grad-students-2019-nrFriedberg lab-overview-grad-students-2019-nr
Friedberg lab-overview-grad-students-2019-nr
 
Bioinformatics in a Nutshell
Bioinformatics in a NutshellBioinformatics in a Nutshell
Bioinformatics in a Nutshell
 
BIOINFORMATICS Applications And Challenges
BIOINFORMATICS Applications And ChallengesBIOINFORMATICS Applications And Challenges
BIOINFORMATICS Applications And Challenges
 
NIST Microbial Genomic RM BERM14 2015-10-15
NIST Microbial Genomic RM BERM14 2015-10-15NIST Microbial Genomic RM BERM14 2015-10-15
NIST Microbial Genomic RM BERM14 2015-10-15
 
Data Visualization And Annotation Workshop at Biocuration 2015
Data Visualization And Annotation Workshop at Biocuration 2015Data Visualization And Annotation Workshop at Biocuration 2015
Data Visualization And Annotation Workshop at Biocuration 2015
 
KnetMiner - Knowledge Network Miner
KnetMiner - Knowledge Network MinerKnetMiner - Knowledge Network Miner
KnetMiner - Knowledge Network Miner
 
Genomic Epidemiology: How High Throughput Sequencing changed our view on bac...
Genomic Epidemiology:  How High Throughput Sequencing changed our view on bac...Genomic Epidemiology:  How High Throughput Sequencing changed our view on bac...
Genomic Epidemiology: How High Throughput Sequencing changed our view on bac...
 
Bioinformatics - Discovering the Bio Logic Of Nature
Bioinformatics - Discovering the Bio Logic Of NatureBioinformatics - Discovering the Bio Logic Of Nature
Bioinformatics - Discovering the Bio Logic Of Nature
 
RML NCBI Resources
RML NCBI ResourcesRML NCBI Resources
RML NCBI Resources
 
Jc synthetic biology 6-15-2012
Jc synthetic biology   6-15-2012Jc synthetic biology   6-15-2012
Jc synthetic biology 6-15-2012
 
Introducing the KnetMiner Knowledge Graph: things, not strings
Introducing the KnetMiner Knowledge Graph: things, not stringsIntroducing the KnetMiner Knowledge Graph: things, not strings
Introducing the KnetMiner Knowledge Graph: things, not strings
 
Intro bioinformatics
Intro bioinformaticsIntro bioinformatics
Intro bioinformatics
 
Ncbi
NcbiNcbi
Ncbi
 
Application of bioinformatics
Application of bioinformaticsApplication of bioinformatics
Application of bioinformatics
 
Bioinformatics
BioinformaticsBioinformatics
Bioinformatics
 
Cracking the (bio)code -- Professional Development Session at SACNAS 2014
Cracking the (bio)code -- Professional Development Session at SACNAS 2014Cracking the (bio)code -- Professional Development Session at SACNAS 2014
Cracking the (bio)code -- Professional Development Session at SACNAS 2014
 
Careers in bioinformatics, Scope, Skills and Jobs
Careers in bioinformatics, Scope, Skills and JobsCareers in bioinformatics, Scope, Skills and Jobs
Careers in bioinformatics, Scope, Skills and Jobs
 
Tools and database of NCBI
Tools and database of NCBITools and database of NCBI
Tools and database of NCBI
 

Viewers also liked

reverse genetics 기술 특허동향과 앞으로의 전략
reverse genetics 기술 특허동향과 앞으로의 전략reverse genetics 기술 특허동향과 앞으로의 전략
reverse genetics 기술 특허동향과 앞으로의 전략
Kyongsik Yun
 
Characterizing Auxin Biosynthetic Mutants in Arabidopsis thaliana
Characterizing Auxin Biosynthetic Mutants in Arabidopsis thalianaCharacterizing Auxin Biosynthetic Mutants in Arabidopsis thaliana
Characterizing Auxin Biosynthetic Mutants in Arabidopsis thaliana
Nicole Colon
 
Improved target recognition response using collaborative brain-computer inter...
Improved target recognition response using collaborative brain-computer inter...Improved target recognition response using collaborative brain-computer inter...
Improved target recognition response using collaborative brain-computer inter...
Kyongsik Yun
 
Whole genome sequencing of arabidopsis thaliana
Whole genome sequencing of arabidopsis thalianaWhole genome sequencing of arabidopsis thaliana
Whole genome sequencing of arabidopsis thaliana
Bhavya Sree
 
Molecular And Biochemical Steps In Synthesis Of Auxin In Plant
Molecular And Biochemical Steps In Synthesis Of Auxin In PlantMolecular And Biochemical Steps In Synthesis Of Auxin In Plant
Molecular And Biochemical Steps In Synthesis Of Auxin In Plant
Vaibhav Chavan
 
Reverse genetics
Reverse geneticsReverse genetics
Reverse genetics
Shyam K Uthaman
 
Agrobacterium mediated gene transformation
Agrobacterium mediated gene transformationAgrobacterium mediated gene transformation
Agrobacterium mediated gene transformation
awareswapnil1111
 
Crispr cas: A new tool of genome editing
Crispr cas: A new tool of genome editing Crispr cas: A new tool of genome editing
Crispr cas: A new tool of genome editing
palaabhay
 
Crispr
CrisprCrispr
Crispr/cas9 101
Crispr/cas9 101Crispr/cas9 101
Crispr/cas9 101
Suk Namgoong
 
Plant transformation methods
Plant transformation methodsPlant transformation methods
Plant transformation methods
Mohammed Sami
 
How to Become a Thought Leader in Your Niche
How to Become a Thought Leader in Your NicheHow to Become a Thought Leader in Your Niche
How to Become a Thought Leader in Your Niche
Leslie Samuel
 

Viewers also liked (12)

reverse genetics 기술 특허동향과 앞으로의 전략
reverse genetics 기술 특허동향과 앞으로의 전략reverse genetics 기술 특허동향과 앞으로의 전략
reverse genetics 기술 특허동향과 앞으로의 전략
 
Characterizing Auxin Biosynthetic Mutants in Arabidopsis thaliana
Characterizing Auxin Biosynthetic Mutants in Arabidopsis thalianaCharacterizing Auxin Biosynthetic Mutants in Arabidopsis thaliana
Characterizing Auxin Biosynthetic Mutants in Arabidopsis thaliana
 
Improved target recognition response using collaborative brain-computer inter...
Improved target recognition response using collaborative brain-computer inter...Improved target recognition response using collaborative brain-computer inter...
Improved target recognition response using collaborative brain-computer inter...
 
Whole genome sequencing of arabidopsis thaliana
Whole genome sequencing of arabidopsis thalianaWhole genome sequencing of arabidopsis thaliana
Whole genome sequencing of arabidopsis thaliana
 
Molecular And Biochemical Steps In Synthesis Of Auxin In Plant
Molecular And Biochemical Steps In Synthesis Of Auxin In PlantMolecular And Biochemical Steps In Synthesis Of Auxin In Plant
Molecular And Biochemical Steps In Synthesis Of Auxin In Plant
 
Reverse genetics
Reverse geneticsReverse genetics
Reverse genetics
 
Agrobacterium mediated gene transformation
Agrobacterium mediated gene transformationAgrobacterium mediated gene transformation
Agrobacterium mediated gene transformation
 
Crispr cas: A new tool of genome editing
Crispr cas: A new tool of genome editing Crispr cas: A new tool of genome editing
Crispr cas: A new tool of genome editing
 
Crispr
CrisprCrispr
Crispr
 
Crispr/cas9 101
Crispr/cas9 101Crispr/cas9 101
Crispr/cas9 101
 
Plant transformation methods
Plant transformation methodsPlant transformation methods
Plant transformation methods
 
How to Become a Thought Leader in Your Niche
How to Become a Thought Leader in Your NicheHow to Become a Thought Leader in Your Niche
How to Become a Thought Leader in Your Niche
 

Similar to Mining Phenotypes: How to set up a reverse genetics experiment with an Arabidopsis thaliana mutant

Application of bioinformatics in climate smart horticulture
Application of bioinformatics in climate smart horticultureApplication of bioinformatics in climate smart horticulture
Application of bioinformatics in climate smart horticulture
Dr.Hetalkumar Panchal
 
Genomics platform for agriculture-CAT lecture
Genomics platform for agriculture-CAT lectureGenomics platform for agriculture-CAT lecture
Genomics platform for agriculture-CAT lecture
Senthil Natesan
 
Ontology for the Financial Services Industry
Ontology for the Financial Services IndustryOntology for the Financial Services Industry
Ontology for the Financial Services Industry
Barry Smith
 
Bioinformatics .pptx
Bioinformatics .pptxBioinformatics .pptx
Bioinformatics .pptx
UpendraSharmaUS1
 
New concepts in maintenance of plant breeding promises and prospects
New concepts in maintenance of plant breeding promises and prospectsNew concepts in maintenance of plant breeding promises and prospects
New concepts in maintenance of plant breeding promises and prospects
Zuby Gohar Ansari
 
Metagenomics Biocuration 2013
Metagenomics Biocuration 2013Metagenomics Biocuration 2013
Metagenomics Biocuration 2013
Iddo
 
Apollo and i5K: Collaborative Curation and Interactive Analysis of Genomes
Apollo and i5K: Collaborative Curation and Interactive Analysis of GenomesApollo and i5K: Collaborative Curation and Interactive Analysis of Genomes
Apollo and i5K: Collaborative Curation and Interactive Analysis of Genomes
Monica Munoz-Torres
 
431 Bioinformatics approaches and its application in plant science.pptx
431 Bioinformatics approaches and its application in plant science.pptx431 Bioinformatics approaches and its application in plant science.pptx
431 Bioinformatics approaches and its application in plant science.pptx
jsvirbehal02
 
JALANov2000
JALANov2000JALANov2000
JALANov2000
Ellie Nawara
 
Synthetic Biology in plants
Synthetic Biology in plants Synthetic Biology in plants
Synthetic Biology in plants
Mallikarjun P Kuberappa
 
rheumatoid arthritis
rheumatoid arthritisrheumatoid arthritis
rheumatoid arthritis
Ankit Bhardwaj
 
DIYgenomics: an open platform for citizen science
DIYgenomics: an open platform for citizen scienceDIYgenomics: an open platform for citizen science
DIYgenomics: an open platform for citizen science
Melanie Swan
 
OMICS in Crop Improvement.pptx
OMICS in Crop Improvement.pptxOMICS in Crop Improvement.pptx
OMICS in Crop Improvement.pptx
Gautham S
 
bioinformatics simple
bioinformatics simple bioinformatics simple
bioinformatics simple
nadeem akhter
 
2015 mcgill-talk
2015 mcgill-talk2015 mcgill-talk
2015 mcgill-talk
c.titus.brown
 
Rice stress related gene expression analysis
Rice stress related gene expression analysisRice stress related gene expression analysis
Rice stress related gene expression analysis
RonHazarika
 
Bioinformatics
BioinformaticsBioinformatics
Grand round whsiao_may2015
Grand round whsiao_may2015Grand round whsiao_may2015
Grand round whsiao_may2015
IRIDA_community
 
How Can We Make Genomic Epidemiology a Widespread Reality? - William Hsiao
How Can We Make Genomic Epidemiology a Widespread Reality?  - William HsiaoHow Can We Make Genomic Epidemiology a Widespread Reality?  - William Hsiao
How Can We Make Genomic Epidemiology a Widespread Reality? - William Hsiao
William Hsiao
 
From Genomics to Medicine: Advancing Healthcare at Scale
From Genomics to Medicine: Advancing Healthcare at ScaleFrom Genomics to Medicine: Advancing Healthcare at Scale
From Genomics to Medicine: Advancing Healthcare at Scale
Databricks
 

Similar to Mining Phenotypes: How to set up a reverse genetics experiment with an Arabidopsis thaliana mutant (20)

Application of bioinformatics in climate smart horticulture
Application of bioinformatics in climate smart horticultureApplication of bioinformatics in climate smart horticulture
Application of bioinformatics in climate smart horticulture
 
Genomics platform for agriculture-CAT lecture
Genomics platform for agriculture-CAT lectureGenomics platform for agriculture-CAT lecture
Genomics platform for agriculture-CAT lecture
 
Ontology for the Financial Services Industry
Ontology for the Financial Services IndustryOntology for the Financial Services Industry
Ontology for the Financial Services Industry
 
Bioinformatics .pptx
Bioinformatics .pptxBioinformatics .pptx
Bioinformatics .pptx
 
New concepts in maintenance of plant breeding promises and prospects
New concepts in maintenance of plant breeding promises and prospectsNew concepts in maintenance of plant breeding promises and prospects
New concepts in maintenance of plant breeding promises and prospects
 
Metagenomics Biocuration 2013
Metagenomics Biocuration 2013Metagenomics Biocuration 2013
Metagenomics Biocuration 2013
 
Apollo and i5K: Collaborative Curation and Interactive Analysis of Genomes
Apollo and i5K: Collaborative Curation and Interactive Analysis of GenomesApollo and i5K: Collaborative Curation and Interactive Analysis of Genomes
Apollo and i5K: Collaborative Curation and Interactive Analysis of Genomes
 
431 Bioinformatics approaches and its application in plant science.pptx
431 Bioinformatics approaches and its application in plant science.pptx431 Bioinformatics approaches and its application in plant science.pptx
431 Bioinformatics approaches and its application in plant science.pptx
 
JALANov2000
JALANov2000JALANov2000
JALANov2000
 
Synthetic Biology in plants
Synthetic Biology in plants Synthetic Biology in plants
Synthetic Biology in plants
 
rheumatoid arthritis
rheumatoid arthritisrheumatoid arthritis
rheumatoid arthritis
 
DIYgenomics: an open platform for citizen science
DIYgenomics: an open platform for citizen scienceDIYgenomics: an open platform for citizen science
DIYgenomics: an open platform for citizen science
 
OMICS in Crop Improvement.pptx
OMICS in Crop Improvement.pptxOMICS in Crop Improvement.pptx
OMICS in Crop Improvement.pptx
 
bioinformatics simple
bioinformatics simple bioinformatics simple
bioinformatics simple
 
2015 mcgill-talk
2015 mcgill-talk2015 mcgill-talk
2015 mcgill-talk
 
Rice stress related gene expression analysis
Rice stress related gene expression analysisRice stress related gene expression analysis
Rice stress related gene expression analysis
 
Bioinformatics
BioinformaticsBioinformatics
Bioinformatics
 
Grand round whsiao_may2015
Grand round whsiao_may2015Grand round whsiao_may2015
Grand round whsiao_may2015
 
How Can We Make Genomic Epidemiology a Widespread Reality? - William Hsiao
How Can We Make Genomic Epidemiology a Widespread Reality?  - William HsiaoHow Can We Make Genomic Epidemiology a Widespread Reality?  - William Hsiao
How Can We Make Genomic Epidemiology a Widespread Reality? - William Hsiao
 
From Genomics to Medicine: Advancing Healthcare at Scale
From Genomics to Medicine: Advancing Healthcare at ScaleFrom Genomics to Medicine: Advancing Healthcare at Scale
From Genomics to Medicine: Advancing Healthcare at Scale
 

Recently uploaded

UGC NET Exam Paper 1- Unit 1:Teaching Aptitude
UGC NET Exam Paper 1- Unit 1:Teaching AptitudeUGC NET Exam Paper 1- Unit 1:Teaching Aptitude
UGC NET Exam Paper 1- Unit 1:Teaching Aptitude
S. Raj Kumar
 
Wound healing PPT
Wound healing PPTWound healing PPT
Wound healing PPT
Jyoti Chand
 
Benner "Expanding Pathways to Publishing Careers"
Benner "Expanding Pathways to Publishing Careers"Benner "Expanding Pathways to Publishing Careers"
Benner "Expanding Pathways to Publishing Careers"
National Information Standards Organization (NISO)
 
Beyond Degrees - Empowering the Workforce in the Context of Skills-First.pptx
Beyond Degrees - Empowering the Workforce in the Context of Skills-First.pptxBeyond Degrees - Empowering the Workforce in the Context of Skills-First.pptx
Beyond Degrees - Empowering the Workforce in the Context of Skills-First.pptx
EduSkills OECD
 
LAND USE LAND COVER AND NDVI OF MIRZAPUR DISTRICT, UP
LAND USE LAND COVER AND NDVI OF MIRZAPUR DISTRICT, UPLAND USE LAND COVER AND NDVI OF MIRZAPUR DISTRICT, UP
LAND USE LAND COVER AND NDVI OF MIRZAPUR DISTRICT, UP
RAHUL
 
How to deliver Powerpoint Presentations.pptx
How to deliver Powerpoint  Presentations.pptxHow to deliver Powerpoint  Presentations.pptx
How to deliver Powerpoint Presentations.pptx
HajraNaeem15
 
What is Digital Literacy? A guest blog from Andy McLaughlin, University of Ab...
What is Digital Literacy? A guest blog from Andy McLaughlin, University of Ab...What is Digital Literacy? A guest blog from Andy McLaughlin, University of Ab...
What is Digital Literacy? A guest blog from Andy McLaughlin, University of Ab...
GeorgeMilliken2
 
Walmart Business+ and Spark Good for Nonprofits.pdf
Walmart Business+ and Spark Good for Nonprofits.pdfWalmart Business+ and Spark Good for Nonprofits.pdf
Walmart Business+ and Spark Good for Nonprofits.pdf
TechSoup
 
spot a liar (Haiqa 146).pptx Technical writhing and presentation skills
spot a liar (Haiqa 146).pptx Technical writhing and presentation skillsspot a liar (Haiqa 146).pptx Technical writhing and presentation skills
spot a liar (Haiqa 146).pptx Technical writhing and presentation skills
haiqairshad
 
RESULTS OF THE EVALUATION QUESTIONNAIRE.pptx
RESULTS OF THE EVALUATION QUESTIONNAIRE.pptxRESULTS OF THE EVALUATION QUESTIONNAIRE.pptx
RESULTS OF THE EVALUATION QUESTIONNAIRE.pptx
zuzanka
 
Gender and Mental Health - Counselling and Family Therapy Applications and In...
Gender and Mental Health - Counselling and Family Therapy Applications and In...Gender and Mental Health - Counselling and Family Therapy Applications and In...
Gender and Mental Health - Counselling and Family Therapy Applications and In...
PsychoTech Services
 
مصحف القراءات العشر أعد أحرف الخلاف سمير بسيوني.pdf
مصحف القراءات العشر   أعد أحرف الخلاف سمير بسيوني.pdfمصحف القراءات العشر   أعد أحرف الخلاف سمير بسيوني.pdf
مصحف القراءات العشر أعد أحرف الخلاف سمير بسيوني.pdf
سمير بسيوني
 
C1 Rubenstein AP HuG xxxxxxxxxxxxxx.pptx
C1 Rubenstein AP HuG xxxxxxxxxxxxxx.pptxC1 Rubenstein AP HuG xxxxxxxxxxxxxx.pptx
C1 Rubenstein AP HuG xxxxxxxxxxxxxx.pptx
mulvey2
 
Pharmaceutics Pharmaceuticals best of brub
Pharmaceutics Pharmaceuticals best of brubPharmaceutics Pharmaceuticals best of brub
Pharmaceutics Pharmaceuticals best of brub
danielkiash986
 
BIOLOGY NATIONAL EXAMINATION COUNCIL (NECO) 2024 PRACTICAL MANUAL.pptx
BIOLOGY NATIONAL EXAMINATION COUNCIL (NECO) 2024 PRACTICAL MANUAL.pptxBIOLOGY NATIONAL EXAMINATION COUNCIL (NECO) 2024 PRACTICAL MANUAL.pptx
BIOLOGY NATIONAL EXAMINATION COUNCIL (NECO) 2024 PRACTICAL MANUAL.pptx
RidwanHassanYusuf
 
How to Make a Field Mandatory in Odoo 17
How to Make a Field Mandatory in Odoo 17How to Make a Field Mandatory in Odoo 17
How to Make a Field Mandatory in Odoo 17
Celine George
 
Standardized tool for Intelligence test.
Standardized tool for Intelligence test.Standardized tool for Intelligence test.
Standardized tool for Intelligence test.
deepaannamalai16
 
Temple of Asclepius in Thrace. Excavation results
Temple of Asclepius in Thrace. Excavation resultsTemple of Asclepius in Thrace. Excavation results
Temple of Asclepius in Thrace. Excavation results
Krassimira Luka
 
SWOT analysis in the project Keeping the Memory @live.pptx
SWOT analysis in the project Keeping the Memory @live.pptxSWOT analysis in the project Keeping the Memory @live.pptx
SWOT analysis in the project Keeping the Memory @live.pptx
zuzanka
 
Leveraging Generative AI to Drive Nonprofit Innovation
Leveraging Generative AI to Drive Nonprofit InnovationLeveraging Generative AI to Drive Nonprofit Innovation
Leveraging Generative AI to Drive Nonprofit Innovation
TechSoup
 

Recently uploaded (20)

UGC NET Exam Paper 1- Unit 1:Teaching Aptitude
UGC NET Exam Paper 1- Unit 1:Teaching AptitudeUGC NET Exam Paper 1- Unit 1:Teaching Aptitude
UGC NET Exam Paper 1- Unit 1:Teaching Aptitude
 
Wound healing PPT
Wound healing PPTWound healing PPT
Wound healing PPT
 
Benner "Expanding Pathways to Publishing Careers"
Benner "Expanding Pathways to Publishing Careers"Benner "Expanding Pathways to Publishing Careers"
Benner "Expanding Pathways to Publishing Careers"
 
Beyond Degrees - Empowering the Workforce in the Context of Skills-First.pptx
Beyond Degrees - Empowering the Workforce in the Context of Skills-First.pptxBeyond Degrees - Empowering the Workforce in the Context of Skills-First.pptx
Beyond Degrees - Empowering the Workforce in the Context of Skills-First.pptx
 
LAND USE LAND COVER AND NDVI OF MIRZAPUR DISTRICT, UP
LAND USE LAND COVER AND NDVI OF MIRZAPUR DISTRICT, UPLAND USE LAND COVER AND NDVI OF MIRZAPUR DISTRICT, UP
LAND USE LAND COVER AND NDVI OF MIRZAPUR DISTRICT, UP
 
How to deliver Powerpoint Presentations.pptx
How to deliver Powerpoint  Presentations.pptxHow to deliver Powerpoint  Presentations.pptx
How to deliver Powerpoint Presentations.pptx
 
What is Digital Literacy? A guest blog from Andy McLaughlin, University of Ab...
What is Digital Literacy? A guest blog from Andy McLaughlin, University of Ab...What is Digital Literacy? A guest blog from Andy McLaughlin, University of Ab...
What is Digital Literacy? A guest blog from Andy McLaughlin, University of Ab...
 
Walmart Business+ and Spark Good for Nonprofits.pdf
Walmart Business+ and Spark Good for Nonprofits.pdfWalmart Business+ and Spark Good for Nonprofits.pdf
Walmart Business+ and Spark Good for Nonprofits.pdf
 
spot a liar (Haiqa 146).pptx Technical writhing and presentation skills
spot a liar (Haiqa 146).pptx Technical writhing and presentation skillsspot a liar (Haiqa 146).pptx Technical writhing and presentation skills
spot a liar (Haiqa 146).pptx Technical writhing and presentation skills
 
RESULTS OF THE EVALUATION QUESTIONNAIRE.pptx
RESULTS OF THE EVALUATION QUESTIONNAIRE.pptxRESULTS OF THE EVALUATION QUESTIONNAIRE.pptx
RESULTS OF THE EVALUATION QUESTIONNAIRE.pptx
 
Gender and Mental Health - Counselling and Family Therapy Applications and In...
Gender and Mental Health - Counselling and Family Therapy Applications and In...Gender and Mental Health - Counselling and Family Therapy Applications and In...
Gender and Mental Health - Counselling and Family Therapy Applications and In...
 
مصحف القراءات العشر أعد أحرف الخلاف سمير بسيوني.pdf
مصحف القراءات العشر   أعد أحرف الخلاف سمير بسيوني.pdfمصحف القراءات العشر   أعد أحرف الخلاف سمير بسيوني.pdf
مصحف القراءات العشر أعد أحرف الخلاف سمير بسيوني.pdf
 
C1 Rubenstein AP HuG xxxxxxxxxxxxxx.pptx
C1 Rubenstein AP HuG xxxxxxxxxxxxxx.pptxC1 Rubenstein AP HuG xxxxxxxxxxxxxx.pptx
C1 Rubenstein AP HuG xxxxxxxxxxxxxx.pptx
 
Pharmaceutics Pharmaceuticals best of brub
Pharmaceutics Pharmaceuticals best of brubPharmaceutics Pharmaceuticals best of brub
Pharmaceutics Pharmaceuticals best of brub
 
BIOLOGY NATIONAL EXAMINATION COUNCIL (NECO) 2024 PRACTICAL MANUAL.pptx
BIOLOGY NATIONAL EXAMINATION COUNCIL (NECO) 2024 PRACTICAL MANUAL.pptxBIOLOGY NATIONAL EXAMINATION COUNCIL (NECO) 2024 PRACTICAL MANUAL.pptx
BIOLOGY NATIONAL EXAMINATION COUNCIL (NECO) 2024 PRACTICAL MANUAL.pptx
 
How to Make a Field Mandatory in Odoo 17
How to Make a Field Mandatory in Odoo 17How to Make a Field Mandatory in Odoo 17
How to Make a Field Mandatory in Odoo 17
 
Standardized tool for Intelligence test.
Standardized tool for Intelligence test.Standardized tool for Intelligence test.
Standardized tool for Intelligence test.
 
Temple of Asclepius in Thrace. Excavation results
Temple of Asclepius in Thrace. Excavation resultsTemple of Asclepius in Thrace. Excavation results
Temple of Asclepius in Thrace. Excavation results
 
SWOT analysis in the project Keeping the Memory @live.pptx
SWOT analysis in the project Keeping the Memory @live.pptxSWOT analysis in the project Keeping the Memory @live.pptx
SWOT analysis in the project Keeping the Memory @live.pptx
 
Leveraging Generative AI to Drive Nonprofit Innovation
Leveraging Generative AI to Drive Nonprofit InnovationLeveraging Generative AI to Drive Nonprofit Innovation
Leveraging Generative AI to Drive Nonprofit Innovation
 

Mining Phenotypes: How to set up a reverse genetics experiment with an Arabidopsis thaliana mutant

  • 1. How to set up a reverse genetics experiment with an Arabidopsis thaliana mutant Mining Phenotypes 1
  • 2. The Arabidopsis Information Portal is funded by a grant from the National Science Foundation (#DBI-1262414) and co-funded by a grant from the Biotechnology and Biological Sciences Research Council (BB/L027151/1). These lessons were developed during the summer of 2015 as education outreach for the www.Araport.org portal in conjunction with the J. Craig Venter Institute, Rockville, MD, 20850, USA. We appreciate the lesson review and edits by David Lally at the Partnership for Research and Education with Plants. Contact information General information: araport@jcvi.org Jason Miller, Grant Co-Principal Investigator, JCVI jmiller@jcvi.org This lesson was prepared by Andrea Cobb, Ph.D. (adcobb@fcps.edu) with the help of Margot Goldberg (mgoldberg1@pghboe.net) 2
  • 3. Phenotype • A detectable trait • Examples of detection: – Visual (number of flower petals per flower) – Immunological (human blood type) – Biochemical (antibiotic resistant bacteria) 3
  • 4. Genotype DNA sequence of a gene Gene variants Homozygous or heterozygous 4
  • 5. Phenotype  Genotype Traditional “forward” genetics known phenotype  work out genotype https://blogs.brandeis.edu/flyonthewall/translational-findings-how-frui t-fly-research-has-already-contributed-to-human-health  find and sequence gene http://cubocube.com/dashboard.php?a=1181&b=1260&c=103 http://www.sciencedirect.com/science/article/ pii/S0005273699000644 5
  • 6. “Reverse” genetics Scientists alter the genotype (mutate) Detect resulting change in phenotype Learn something about the gene’s function Genotype   Phenotype https://www.youtube.com/watch?v=5gyl_ODu ZdY This links to a short video with Dr. Gillaspy describing her reverse genetics research. 6
  • 7. Aren’t all Arabidopsis thaliana phenotypes known? >13% of all Arabidopsis genes coding for proteins have a completely unknown function domains of unknown function >30% of the Arabidopsis proteome is poorly characterized 7
  • 8. 8
  • 9. Variations in phenotype might result from: Environmental interactions Epigenetic regulation Copy number variants Multiple gene interactions Pleiotropy-one gene has multiple effects Mutations—knockouts, knock-downs and adding genes (transgenic) 9
  • 10. Loss of function mutants-”knockouts” Point mutations –chemicals /EMS Insertions/deletions (indels) T-insertions CRISPR-Cas9 Must be back-crossed to reduce heterozygosity but sometimes that results in a lethal combination https://www.youtube.com/watch?v=QEbVpj7Ebw U shows how plant scientists can change Arabidopsis genes 10
  • 11. Mutants with reduced gene expression-knock down Works well when homozygous knockouts prove lethal RNAi mediated From Wikipedia 11
  • 12. Transgenic plants How adding a gene may affect a plant’s ability to respond to the environment https://www.youtube.com/watch?v=EW- 3hgE6XpA Links to a PREP video 12
  • 13. How do scientists screen phenotypes? Visually-abnormal morphology, growth rate, color, flowering, fertility, etc. Biochemically—alterations in basic cell processes (replication, protein synthesis, etc.) Microscopically (use fluorescent tags to see overexpression) and image analysis http://www.illuminatedcell.com/autophagosomes.html 13
  • 14. Phenotype screening, continued Developmental Metabolic or stress- dependent changes Chemical genetic screens • http://abrcoutreach.osu.edu/educational-kits http://web.stanford.edu/group/gcep/cgi-bin/gcep- research/all/lignin-management-optimizing-yield-and-composition- in-lignin-modified-plants/ http://journal.frontiersin.org/article/10.3389/fpls.2012.00004/full 14
  • 15. Phenotype screening, continued Co-expression data Protein-protein interactions From the following article: Proteomics: Protein complexes take the bait Anuj Kumar and Michael Snyder Nature 415, 123-124(10 January 2002) doi:10.1038/415123a http://www.learner.org/courses/biology/textb ook/proteo/index.html provides helpful information on functional proteomics. 15
  • 16. Challenges to determining phenotype-genotype relationships Mutants usually have more than one induced mutation—which mutation is crucial to effect? Genetic redundancy in gene families-not all copies in the gene will be mutated, so normal phenotype may persist. High throughput screening methods needed. http://www.ncbi.nlm.nih.gov/pubmed/235171 22 * 16
  • 17. How does a scientist begin a stress or chemical screening experiment to explore phenotype? https://www.youtube.com/watch?v=foHiKrlY9Qc is a PREP video which shows how! Obtain the mutant and its genotype information Mutant and wild type Arabidopsis are available at ABRC.org and some commercial providers. 17
  • 18. Researching treatment ideas may increase the likelihood that you will generate meaningful data.18
  • 19. A great place to begin desgining your reverse genetics experiment is at www.araport.org 19
  • 20. From the Tools pull-down menu, select 50 years of Arabidopsis Research 20
  • 21. Enter the name of the gene into the search box. Scroll to see the related publications If you select one with a great number of citations, you can see the citation network. You can mouse over the network lines to see the citation Add the publications of interest to Google Scholar • App is written for Mac but will work for the most part on Windows 50 years of Arabidopsis Research 21
  • 22. Access other detailed information about Arabidopsis genes in ThaleMine 22
  • 23. Mine ThaleMine • Enter the gene name into the search box • Select the Gene category and you will see the gene information page 23
  • 24. Use the information and links on the gene page to decide: What might I measure about the plant? During what part of the plant’s life cycle should I take measurements? How often should I take measurements? What might the gene product do? How might I measure what the gene product is doing? What treatments might make sense? What part of the plant should I use? 24
  • 25. Gene ontology is a systematic way of recording descriptive info about what a gene does, its involvement in processes, and where it is expressed. Record the GO terms assigned to the gene: • Biological processes • Molecular function • Cellular component • These may help you think about what to measure and how to measure 25
  • 26. Gene expression is: -The process of making a gene product (protein or RNA) -The most basic mechanism whereby genotype gives rise to phenotype https://www.youtube.com/watch?v=OEWOZS_JTgk Links to a short overview of gene expression 26
  • 27. A closer look at gene expression What is gene expression? How do scientists measure gene expression? 27
  • 28. Genes can be: • Turned on (expressed) • Turned off (not expressed) • Turned up (increased expression) • Turned down (decreased expression) 28
  • 29. Proteins are the machinery of the cells. Proteins do many different jobs for the cell. Genes store information about making those different proteins. When genes are “turned on” (or expressed), the information in the gene’s DNA is used to make RNA. The RNA is then processed and is used to make proteins. It is important to make just the right amount of protein at just the right time and place! Figure 7-5 Molecular Biology of the Cell (© Garland Science 2008 29
  • 30. http://www.ukhairdressers.com/romez.jpg http://newborns.stanford.edu/PhotoGallery/Teeth3.html https://en.wikipedia.org/wiki/Andr%C3%A9_the_Giant Too much gene expression (growth hormone) Wrong timing of gene expression (natal teeth) Wrong location for gene expression (trichosis) Changes in gene expression often change phenotype. 30
  • 33. How do scientists measure gene expression? http://www.nature.com/ni/journal/v13/n9/fig_tab/ni.2407_F1.html NextGen RNA- sequencing 33
  • 34. Examine Expression • First look at the Tissue specific gene expression. • This will guide you about what part of the plant to sample or observe.. • Look at the legend to see maximum expression. • White indicates that data is unavailable or was not tested for that tissue. http://www.hhmi.org/biointeractive/how- analyze-dna-microarray-data links to a lesson on microarrays used to generate this data. 34
  • 35. Examine the Developmental map This will help you think about when to collect data during the plant’s life cycle. 35
  • 36. • http://www.prepproject.org/ Matches the developmental stage to the number of days after planting. 36 On which days after planting Arabidopsis seeds might you need to collect data?
  • 37. Look at the other Expression pull- down menus They may give you ideas about how the environment influences gene expression. You might want to select or modify one of the treatments for your stressor (or not). 37
  • 38. Proposal Ideas? Work in groups of 4-6 to review and add to your notes. Brainstorm from your Araport notes and literature searches: What are possible functions for the gene product? . What phenotypic changes might be expected? How might we change the environment to elicit those phenotypic changes? How and when might we measure those phenotypic changes? 38

Editor's Notes

  1. You might want to consider adding “behavior” to the list. Plants sense and respond to environmental information and this is often what we are looking for in the “Experimental” pair of pots in a PREP experiment. We change the information the plants are receiving, and then try to determine if the mutant plants’ response is different than that of the wild-type plants. This doesn’t tell us if the cause is in the plants’ sensing capability or if it’s in the plants’ responding capability, but it helps us to narrow down a specific role for the gene of study.
  2. Re: “known phenotype” Not sure if you’ll talk about some of the large mutagenesis screenings that are now famous forward genetics stories. One of my favorites is the one done on fruit flies by Christiane Nüsslein-Vollhard and Eric Wieschaus (https://www.youtube.com/watch?v=7pSch5AoM24). It’s a great modern science story.
  3. Reference from conversation with Christ Town, JCVI
  4. CRES-T –” a transcription activator of interest can be fused to a peptide or protein that converts it into a transcriptional repressor, which dominantly suppresses the expression of its target genes even in the presence of the redundant transcription factor. “
  5. http://www.learner.org/courses/biology/support/redbioact02.pdf Provides an excellent paper model of how scientists measure protein-protein interactions.
  6. Many students seek to set up experiments to treat plants without understanding the physiology and cell biology behind such potential treatments.
  7. I’m not sure how long the Biochemistry department will be willing to host the old PREP website, so you may want to use the URL to the new PREP website: http://prepproject.org/germination