In silico method for modeling metabolism and gene product expression at genome scale
Plant Gene Expression Genome Genes Expression Differential gene expression Spatial: organs Temporal:...
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Transcript of Plant Gene Expression Genome Genes Expression Differential gene expression Spatial: organs Temporal:...
Plant Gene Expression Genome Genes Expression
Differential gene expression Spatial: organs
Temporal : time
Same genome in somatic cells Different structures and functions
Differential Gene Expression
Same proteins for Common processes
Some abundant proteins in certain cell types
Some minor proteins in certain cells at certain times
- 1 0 ,0 0 0 2 0 ,0 0 0 proteins in cells- - 1520% as tissue specific proteins
Control of Gene Expression
Regulation at steps:
Transcription : which gene, when, howoften Post transcription : RNA processing and transport
Translation : which transcript and for howlong Post translation : activity and stability of proteins
Control of Gene Expression
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Transcriptional Control
I Gene control regions & Regulatory protein components of genetic switch
Gene control regions 5 3’ Promoter and ’ Terminator 5’ Regulatory sequence
3(some inside or at ’)
Proximal promoter
5’ promoter or proximal promoter
Common sequence: TATA / CAAT box
Binding site for transcription machinery
RNA Pol and general transcription factors
Regulatory sequences or distal promoter
or cis element or responsive element
Specific and consensus for gene expression
Binding site for gene regulatory proteins
or trans acting element or trans element
or specific transcription factor
Distal promoter
Transcriptional Control
Genetic switch: turning genes on / off
Transcription Initiation
Transcription Initiation
Gene activating protein
DNA binding domain Gene activation domain
Specific binding at major groove of DNA Control rate of transcription initiation
except for general transcription factor TFIID: TATA binding protein that binds minor groove
- Major Minor groove
- DNA Protein interaction
Hydrogen bond Ionic bond
Hydrophobic interaction
Strong and Specific binding Compatible structure of DNAand Protein
- 2030 contacts per match
Gene Activating Protein
DNA binding motif Helix Turn Helix
Zn fingerβ sheet
Leucine zipper Helix Loop Helix
Helix Turn Helix
Helix Turn Helix
trp repressor dimer
Helix Turn Helix
Zn Finger
sheet
Leucine Zipper
Leucine zipper
Helix Loop Helix
Transcriptional control
II Chromatin structure
DNA packaging
Heterochromatin: condensed
Euchromatin: relaxed
Chromatin structure
Most organisms have both types Except for
yeast: euchromatin some algae and maize B chromosome:
heterochromatin
Chromatin structure
Chromatin structureHeterochromatin
Genetically inactive Inaccessible for transcription machinery
Euchromatin Loose nucleosome / movable histones
Available for protein binding Genetically active
Chromatin structure
Chromatin structure
Transcriptional control
III DNA methylation
Hypermethylation: Gene inactivation Methyl group on Base
Methylase
Eukaryote: more often in CG dinucleotide Vertebrate: only in CG
DNA methylation
Cytosine Methylation
Methyl group on position #5 of Cytosine ring 5meC
Maintenance of methylation pattern
- Methylation induced Mutation
Deamination of Cytosine / 5meCytosine Cytosine deamination (U)
Repair 5me Cytosine deamination (T)
Mutation
- Methylation induced Mutation
Methylation
Plants: - 34~ %of genome = CGAnimals: ~0.5-1 % of genome = CG
- Methylation found in 70 80% of CG
Wheat Germ DNA
Highly methylated on CG or CNG 8 2 % of CG 19% of CA / CT
7 % of CC 80+ % of CAG / CTG
- 4 % of CAT
- Post transcriptional Control I Attenuati
on Bacterial regulation of polycistronic RNA Complete/Incomplete RNAproduction
mRNA inhibit RNA polymerase incomplete transcription
mRNA interact with Regulatory protein complete transcription
II Alternative splicing 1 primary transcript / many mature transcript 1 gene / diversed mRNA / many proteins
May function in different organs May function in different developmental stages May have opposite functions
- Post transcriptional Control
Alternative Splicing
Exon skipping / Optional exon
Intron retention / Optional intron
Mutually exclusion exon
Alternative 5’ / 3’ splice site
Alternative selection of promoter / PolyAsite
Alternative Splicing
Alternative Splicing
Alternative Splicing
III Varied C terminus
- Post transcriptional Control
Polyadenylation at different sites Same proteins of Different lengths
w wwwww wwwwww wwwwwwwwwww w wwww wwww. /IV RNA transport
Half of primary transcripts: destroyed Parts of transcripts to be processed Most mature RNA: out to cytoplasm
V RNA editing (modification) Addition or Deletion of U
Deamination of C to U (plant mt)
- Post transcriptional Control
VI Trans-Splicing Exons from 2 independent transcripts
- Post transcriptional Gene Silencing
PTGS: transcription without translation
Found in plants and animals
Also in protozoa, insects and nematodes
Caused by transgene, virus or homologous dsRNA
- Transgene induced PTGS
Cosuppression Silencing of Endogenous gene
Triggered by Transgene - Silencing occurs at post transcriptional level
Homologous transcripts made & exported Rapid degradation in cytoplasm
Petunia - Transformed with pigment producing gene
Expected deep purple color Appeared variegated to white
- Transgene induced gene silencingwwww ww wwwwwwwwwwwww
- gene specific methylation
- Transgene induced PTGS
- Viral induced PTGS
Introduction of certain viruses to host plants
dsRNA as trans- acting factor responsible for PTGS
w wwwwwwww w w w wwwwwwwwww for gene silencing
P T P T
RNA interference
dsRNA to knock out gene expression so called RNA interference or RNAi by initiating Small Interfering RNA (siRNA)
to induce silencing of endogenous transcript
application
RNAi
Much more efficient than using either strand as in cosuppression or antisense technology Good for Gene Knockout studies
wwwwww www wwwwwww wwwwww wwww-ww-wwwwwwww wwwwwwwwww Tool for Functional Genomics
wwwww ww wwwwwwwww w wwwwww ww w wwww w
I mRNA stability - Bacterial RNA: 3 minute half life
Eukaryote: more stable esp. housekeeping mRNA except for tx of regulatory proteins
AU stretch at3’ UTR activates RNAdegradation by removing Poly A tail
Translational Control
Translational Control
II Translational recoding / frameshifting mechanism found in virus
1 1mRNA for > proteinNNNNNNNNNNNNNNNNNN
- Post translational Control I Protein activity
Folding: helix/ sheet Assembly: Subunits
Reversible phosphorylation
II Protein stability Degradation of unassemble, misfolded, or
damage protein
Protein structure