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for uc davis mmg115 with s. namekawa and l. xu
How can E. coli be transformed to take up foreign DNA?
chemical treatment using divalent cations and heat shock
electroporation
What are the steps to transforming E. coli by chemical treatment?
Treatment with divalent cations (i.e. Ca2+, Rb2+). They neutralize the negative charge on the membrane.
Treat with a heat shock to generate thermal imbalance on the two sides of the cell membrane. Only a small fraction of cells actually transform.
Transformed cells are grown in growth medium for a short time without selection before being plated onto a selection agar plate.
How do selective markers on a plasmid work?
Plasmids have selective markers such as antibiotic resistance genes that can help us confirm if we grew competent and transformed cells.
What are the steps to transforming E. coli by electroporation?
introduce a short but strong electric pulse to temporarily open tiny pores'
treating cells with high voltage for a short period of time to make cells porous. DNA can enter directly through bacterial cell
What are the different E. coli strains you could possible use depending on your scientific purpose?
E. coli strain containing deletion in the 5’ region of the lacZ gene to allow alpha complementation using pUC-like vectors
allows for blue/white screening
E. coli strain containing mutations in the hsdRMS system (which encodes EcoK type 1 restriction system).
removing a system that could lyse our foreign DNA
How do you select an screen for the recombinant clones
antibiotic selection for clones acquiring plasmid
screening for clones aquiring the correct recombinants
How does antibiotic selection work?
Multiple types of antibiotic selection
some inhibit cell wall synthesis, some inhibit protein synthesis
How do we find the correct recombinant clones?
not all plasmids we use will use the blue/white screening because you need the multiple cloning site (MCS) in the lacZ gene
blue/white color screening
isolate DNA and perform diagnostic digestion
isolate DNA and perform diagnostic PCR
isolate DNA and sequence the junction of vector-insert
How does blue/white screening work?
Transformed bacteria are plated onto agar plate containing X-gal and ampicillin
Blue colonies = non-recombinant (can break down X-gal)
White colonies = recombinant ( cannot break down X-gal)
Alkaline Lysis Method
method to isolate plasmid dna from bacteria cells
use NaOH and SDS to lyse E. coli
NaOH denatures DNA, including plasmid and genomic DNA. since plasmid is circular, they stay interlinked, but the two strands of genomic DNA are separated from each other and become large pieces of single stranded DNA with nicks
potassium acetate is used to neutralize alkaline
the plasmid DNA quickly renatures because they are interlinked
the genomic DNA stays single stranded and precipitates out of solution because they can’t find their exact partners again. ssDNA havr low solubility
potassium acetate also reacts with SDS to form KDS, which is cell debris of ss genomic DNA.
what is left is plasmid DNA in salt solution
Plasmid preparation using DNA-binding columns
separating the plasmid dna from salts
clarified lysate has optimal pH and salt concentration for DNA to bind matrix of silica on a column
wash the column with salts and ethanol to remove the contaminants
high salt with low pH causes DNA to bind to the beats, low salt with high pH causes DNA to elute
elute with Tris buffer
Diagnostic restriction digestion
method to screen for recombinant clones
empty vectors are the plasmid backbone and only has one RE site, so it cuts once into linear DNA
recombinant vectors bring in a new striction site that the empty vector didn’t have
if we use two different restriction enzymes, cut one in and out of recombinant DNA, we can examine the product to see which one is the right recombinant clone
recombinant has 2 RE sites, so it will cut into fragments
screen for recombinants by DRD, then follow with electrophoresis of these products
Gel electrophoresis
migration rates of macromolecules thorugh porous matrix in electric field
influenced by:
charge of molecule
shape of molecule
size of molecule
migration rate (if all are the same size):
supercoiled > linear > circular
charge on nucleic acids
nucleic acids at neutral pH are uniformly negatively charged, one unit of negative charge due to the phosphate group per nucleotide
EtBr staining
Ethidium Bromide is intercalating agent used as a fluorescent dye for nucleic acid gel electrophoeresis
inserted between stacking bases
EtBr is also a mutagen, it can cause mutations in DNA
SYBR Green staining
binds to minor groove of dsDNA
fluoresces under blue light
more sensitive and less toxic
used for nucleic acid detection in real time PCR
steps to performing agarose gel electrophoresis of DNA
dissolve agarose pwoder in buffer
let agatose gel solidify/polymerize
load dna samples
apply current to pull dna towards positive electrode / anode
dna fragments begin to separate based on size
stain gel and visual under UV light
relationship between linear dsDNA migration rate and molecular weight
linear dsDNA migrates at a rate that is inversely proportional to the log of its molecular weight
diagnostic restriction digestion fragments with gel electrophoeresis
cut backbone does not have the insert, the smaller cut travels further
the cut ligation product has an insert, and the larger insert carries our gene of interest, so it will be heavily and does not travel as far.
both have the same linearized back bone length that travelled

principles of sanger dna sequencing
add ddNTPs during dna synthesis instead of dNTPs, which prevents the DNA chain from extending by DNA Polymerase
template of unknown sequence → add dna polymerase, four dNTPs, and a small amount of fluorescently labeled ddNTPs
denature and now you have dye labeled segments of dna that is copied from template with unknown sequence
these segments are applies to capillary gel and subjected to electrophoresis (remember small molecules travel faster and pass through the detector first)
secondary and tertiary structure of RNA
linked base pairs with each other
diff RNA of same sizes can form completely different structures
need to remove these structures / need to remove base pairing
denaturing RNA structures
glyoxal (prevents base pairing)
formamide or formaldehyde (disrupts hydrogen bonding between bases)
steps to performing gel electrophoeresis of rna
dissolve agarose pwoder in buffer
let agarose gel solidify/polymerize
denature rna with glyoxal or formamide/formaldehyde and then load rna samples
apply current to pull rna towards positive electrode / anode
rna fragments begin to separate based on size
stain gel and visual under UV light
gel electrophoresis of protein
protein are not uniformly charged because some carry pos, some carry neg, and some carry neutral charge
protein are also not uniformly shaped
therefore to get an accurate representation of protein, they need to be linearized and the only depending factor is the size of the molecule
protein denaturation by SDS
SDS has a hydrophobic and hydrophilic end
hydrophilic end gives negative charge to the molecule
hydrophobic part binds with the amino acid
when SDS is added it disrupts non covalent interactions (not covalent ones, including disulfide bonds)
protein denatures, and on average every two a.a. binds one SDS molecule
what we get is a denature protein that carries uniform charge relative to its length
original method of determining dna sequence
sanger sequencing: approx. 700 base pairs per read
next generation sequencing
billions of reads generated in parallel
enables rapid, large scale genome sequencing
cheaper than sanger sequencing
applications of next generation sequencing
non-invasive prenatal testing
examples cell free DNA from maternal blood sample to catch any genetic defects
cancer detection
disease risk assessment
diagnosis of rare genetic diseases
DNA library
a collection of DNA fragments
examples:
genomic libraries
cDNA libraries
next generation sequencing libraries
genomic libraries
collection of cloned DNA fragments representing an organism’s genome
overlapping fragments allow us to reconstruct the original genomic sequence
scientists used to sequence genomes by cloning dna fragments and then sequencing them by using sanger sequencing, and then assembling the overlapping sequences
practical problems/issues with genomic libraries
complete digestion with a single Restriction enzyme made some fragments too small or large for the chosen vector. The adjacent fragments also do not overlap, so genome assembly was difficult.
solution to genomic libraries due to restriction enzymes
rather than using restriction enzymes, we do random fragmentation by mechanical shearing
dna molecules break at different/random positions
generates overlapping fragments for genome assembly

problems with cloning large dna fragments
larger plasmids more difficult to clone and maintain
lower transformation efficiency than smaller ones
problem: we want to construct genomic libraries with large dna inserts to minimize the number of clones required to cover the whole genome
options for large dna inserts
bacteriophage lambda based vectors
among earliest vector used for genomic libraries
insert capacity: up to 20 kb
require phage packaging and infection steps
bacterial artificial chromosomes (BACs)
insert capacity: 100-300 kb
used for cloning and and maintaining large DNA fragments
can be handled in bacteria much like standard plasmids
bacterial artificial chromosomes
plasmid based vector that maintains large dna fragments in bacteria
publicly availible bac libraries allow us to obtain genomic fragments of interest
prepare dna probes for fluorescence in situ hybridization
make transgenic animals
cDNA libraries
colection fo dna copies of mRNAs expressed in a particular cell or tissue
cDNA is made from mRNA using reverse transcriptase
cDNA fragments are typically cloned into plasmid vectors
we use cDNA libraries comparing the cDNA sequence with the genes encoding them
useful way to identify 5’ to 3’ transcript ends and the introns and exons
genomic vs cDNA libraries
in genomic library creation, you start with the chromosomal dna and fragment it by mechanical sheering. now you have overlapping dna clones in genomic dna library
in cDNA library, you have the same chromosomal dna and you transcribe the genes present on that dna
both transcripts are then spliced and introns are removed
if one gene has more transcription than another then you can determine the expression and frequency of expression
i.e. for every 1 clone of A you make, you make 5 clones of B
more genomic vs. cdna libraries
genomic libraries:
represent entire genome
same across cells/tissues of same organism because the genome is the same regardless of hte cell
gene expression levels do not affect clone representaiton
this included introns, prmoters and intergenic regions
cDNA libraries
represent expressed mRNAs
differ among cells/tissues: if you make a cDNA library from brain vs skin cell, they will be different because gene expression is different for both of them
gene expression levels affect clone representation
include exons and UTRs, but generally lack introns and promoters because they are spliced out
next generation sequencing library preparation (short read)
fragment the DNA
add adapters to both ends of every fragment
the adapters are the sane for all fragments (but the two adapters added onto each end are different)
attach fragments to flow cell far away from each other
bind the fragment to a nearby primer that can bidn o the adaper
amplify dna using pcr
dissociate the newly synthesized strand from the original strands
repeat until you form multiple clusters
each cluster holds around 1000 identical copies of the original fragments
each nucleotide has a color associated to it, but each time DNAP synthesizes a new strand, you watch what color shows to see what gets added → clusters show the color, which is why it is essential to creating the clusters
“sequencing by synthesis”
tldr: each dna fragment is amplified into a cluster to generate a detectable fluorescence signal
single end sequencing
one side of dna fragment can be read
paired end sequencing
reads both ends of the same dna fragment
improve mapping, especially when one ed maps to a unique sequence next to a repeat
human genome is mostly repeated due to transposons
next gen sequencing libraries
contains around 300 bp short DNA fragments
two methods to making libraries:
fragmentation of dna by sonication (mechanical sheering), followed by library construction (ligating to add adapters)
tagmentation by Tn5 transposase: only one reaction needed to make library because genomic dna is cleaved and tagged with adapters in one go
transposase is an enzyme in bacteria, it can insert dna fragment to certain region of the genome
Tn5 and oligo assembly
Tn5 tranposase recognizes a 19 base sequence, attach this 19 base sequence to our adapter. when the transposome complex comes to cut ~300 bp dna fragment, it tagmented a dna fragment
each end of the tagmented dna fragment has an adapter, so it can go through next gen sequencing
secondary, tertiary and quarternary protein structures
held togeter by non covalent interactions like h-bonds, hydrophobic interactions, van der waals and ionic interactions
weak interactions help stabilize protein
a.a. with non polar side chains tend to fold inward while polar side chains fold outwards
polyacrylamide gel electrophoresis (PAGE)
used for proteins because it has smaller pores
agarose gel electrophoeresis
has larger pores so mostly used by DNA
protein are so small they could go right through agarose pores
denaturing sds-page
sds is a negatively charged detergent
beta-mercaptoethanol is a reducing agent that can break disulfide bonds
migration rate in denaturing gel electrophoresis is inversely proportional to the size of the protein
multi unit proteins usually show up as more than one band on the gel
stains to visualize protein after gel electrophoresis
coomassie blue staining: binds to the basic and aromatic side chains
silver nitrate staining: more sensitive, the silver ions from silver nitrate bind to the side chains, followed by reduction of the ion to the free metallic silver. more sensitive than coomassie blue
staining procedure
fix the protein in place so it doesnt get washed off
incubate gel in solution with dye
destain so only where protein is stained remains
immunoblotting (western blotting)
method to visualize protein
transfer gel to a membrane
use a primary antibody that specifically recognizes our target to bind to our target protein
add a second antibody thats coupled with an enzyme for a fluorescent marker
second antibody detects primary antibody, it will bind to the primary antibody which is bound to the target protein, and will light up on oour membrane
IgG structure
has 2 heavy chains and 2 light chains
c terminus / tail region is the constant region, reacts with other immune molecules
n terminus is the variable region, it binds to the target antigen, so second antibody usually binds to the tail region of the primary antibody
protein purification by column chromatography
crude lysate (the mixture we want to purify) is applied to the top of the column
solvent (buffer) is continuously applied to the top
proteins in the lysate interact with the matrix to diff. extents and flow at different rates
proteins are collected in different fractions at the other end of the column
3 types of column chromatography
ion exchange: separate proteins based on their native charge
gel filtration chromatography: separate proteins based on their size
affinity chromatography: separate proteins based on their specific binding to the substrate
ion exchange chromatography
retain proteins of similar charge (all protein stuck to bead are same charge)
column matrix consists of beads carrying either pos or neg charge
protein bind with bead differently according to their native net charges
different proteins elute at different salt concentrations
gel-filtration chromatography
retains proteins of similar weight
column matrix consists of beads containing pores of a defined diameter
large proteins are excluded from pores and therefore flow through column rapidly
small proteins enter pores and flow through column slowly
affinity chromatography
specifically bind to selective type of protein therefore more pure product
specific binding structure is covalently attached to the column matrix beads
bound proteins can be eluted by increasing ionic strength of washing solution or by competing binding substrate
relative high levels of purification can be achieved by affinity chromatography
protein purification progression
usually need to do multiple chromatographic steps to successfully purify protein
analyze protein protein interactions by co-immunoprecipitations (co-IP)
our protein sample consists of our target protein
add antibodies that will bind to our target protein
add protein A/G beads that will interact with IgG in high affinity
since protein A/G has high affinity towards the antibody (which is bound to the target protein), we can separate our target protein out of solution through centrifugation. keep the pellet
then we elute and have our purified complex
use a sample buffer to separate target protein from antibody
if you perform staining you would be ale to get first impression of how many proteins are interacting or form a complex with your protein of interest
analyzing dna-protein interactions via gel shift analysis
many protein dna complexes are stable so that they remain together during electrophoresis through native PGE
this assay figures out if any protein in our cell extract binds to specific dna sequence
extract nuclear proteins from cell or tissue and extract dna sequence with 32-P ends
protein binds to that dna sequence
run the gel electrophoresis, dna with bound protein migrates more slowly than the free probe
run autoradiography, which will show the band indicating dna-protein binding complex
doesnt exactly tell you where on the sequence it binds, but confirms that the protein does bind to the sequence
analyzing dna-protein interactions via chromatin IP (ChIP)
determine where in genome a protein is bound in vivo
cross-link cells with formaldehyde, dna binding proteins with dna in intact cell
isolate the genomic dna and sonicate to shear chromatin
short fragments allow determination of precise chromosomal location of chromatin associated proteins
add an antibody specific to the protein of interest
perform immunoprecipitation to isolate dna bound to the protein of interest, reverse cross link to isolate dna
transcriptome
set of all rna transcripts within cell population
different cell types have different transcriptomes
gene expression is tissue and cell type specific
history of gene expression analysis
oldest to newest: northern blot → reverse transcriptase (RT)-PCR → real time qRT-PCR → microarray → bulk RNA sequencing → single cell RNA sequencing
increasing sensitivity and quantitative accuracy
rna extraction by TRIzol and chloroform
cell and tissues with trizol and chloroform under acidic conditions with centrifugation can help separate the different phases
rna has OH group on 2’ , which contributes to their distinct properties
aqueous phase: rna
interphase: dna
organic phase: proteins and lipids
northern blot
detects specific rna using complementary labeled probe
low sensitivity, limited quantitative accuracy
less commonly used for routine expression analysis
steps:
extract rna from organism, electrophoresis to separate rna by size
northern blotting: transfer rna to membrane
hybridize a labeled probe to the rna of interest and detect probe signal to estimate rna size and abundance
RT-PCR (reverse transcription PCR)
use dT oligo primer to bind to mRNA poly A tail and allow DNAP to begin polymerizing cDNA strand
make multiple copies of cDNA
RT-PCR can detect RNA expression, but it is not reliably quantitative
useful for cloning cDNA
three RT primer options:
random hexamers
oligo (dT) primers
region specific primers
real time quantitative rt-pcr (RT-qPCR)
thermal cycler measure fluorescence during each pcr cycle
widely used but also detects non-specific double stranded dna
Ct = cycle at which fluorescence crosses a set threshold (during exponential amplification)
the threshold is placed in the exponential amplification phase
a lower Ct generally indicates more starting template because it takes less cycles to be detected
Microarray
array of known sequence dna probes fixed to a solid surface
thousands of immobilized dna probes are attached to a slide, allowing expression of many genes to be measured at once
each spot contains many copies of dna probe designed to recognize a particular transcript
microarrays measure rna abundance by hybridizing labeled samples to cDNA probes
genome wide method used less often for gene expression profiling today
steps:
extract rna from cells you want to determine and convert them to cDNA using reverse transcriptase
label the dna with fluorescent probes
add them to the microarray and see which spot fluorescences
the known oligo sequence that is already in the spot contains our gene of interest
goal is to figure out which genes are present in which cells
cons of microarray
cross hybridization between similar transcripts and incorrectly annotated probes
gene expression is measured indirectly through hybridization
need another independent method (i.e. RT-qPCR) to confirm differential-expression findings
RNA-sequencing
uses high throughput sequencing to identify and quantify rna molecules, typically after conversion to cDNA
can reveal transcript boundaries and splicing patterns
measures changes in transcript abundance across all cell types, development stages or experimental conditions
rna sequencing work-flow
extract rna
poly (A) selection or rRNA depletion → use RT to make cDNA → build RNA-sequencing library
perform next generation sequencing
why is rRNA often depleted before preparing rna-sequencing library
rRNA makes up most of cellular RNA
without poly (a) selection or rRNA depletion, many reads would come from rRNA instead of transcripts of interest
rRNA depletion
rRNA binds to DNA probes made to target rRNA, use RNase H to cleave rRNA and bound to DNA, DNA probes are then digested with enzyme
poly A selection
use oligo dT magnetic beads to pick out mRNA with poly A tails
RNA-sequencing libraries (illumina)
two methods:
rna fragmentation, cDNA synthesis and library preparation
tn-5 mediated tagmentation
profiling gene expression by RNA-seq
rna sequencing estimates gene expression by counting sequencing reads that map to each gene or transcript
access reproducibility
biological replicates: assesses variation among independently collected samples
technical replicates: variability during measurements or processing
validation of rna seq data
potential errors include incorrect read mapping, ambiguous alignment to repetitive regions, sequencing errors, and biological variation
assess consistency across independent biological replicates
omics
large scale analysis of biological molecules
study large sets of biological molecules, different methods describe different layers of cell biology therefore the biology question determines which assay to use
bulk rna seq vs single cell rna seq
bulk rna sequencing averages rna signals across many cells, and lots of details can be missed due to it being an average
single cell rna sequencing profiles rna derived molecules from individual cells
allows cell types and their states to be distinguished within a heterogenous sample
single-cell rna sequencing workflow
isolate cells and capture RNA
reverse transcribe RNA and add cell barcodes to help identify cell
prepare and sequence the cDNA library
assign reads to cell and quantify transcripts and compare expression proteins
use cell barcodes to assign reads
droplet based rna sequencing
each bead carries primers with a distinct cell barcode, a cell barcode identifies the cell of origin of each cDNA molecule (aka, which cell did this cDNA come from?)
beads and cell combine into an oil droplet. the all rna from the cell in one droplet get coated with the barcode from the bead its sharing the droplet with
reverse transcribe to get barcoded cDNA, then break the emulsion of each droplet so they’re all in the same solution
amplify the cDNA and construct the library
sequence, the barcode helps identify which cell the cDNA originated from
applications of single cell rna sequencing
identify cell types and states, including rare populations.
study gene expression changes during differentiation
challenges
each cell contributes little RNA, so data can be sparse
low abundance transcripts are harder to detect
a zero count does not always mean a gene is inactive
epigenetics
gene regulation that can persist without a change in the dna sequence
epigenomics
genome wide analysis of epigenetic features
measurements by themselves do not establish that a feature is inherited or causes a change in expression
epigenetic memory and cell identity
cell states can persist through cell divisions
allowing daughter cells to maintain their identity and gene-expression patterns without changing the underlying DNA sequence
chromatin mechanisms of gene regulation
dna methylation, non-coding rna, histone modifications
chromatin immunoprecipitation sequencing (ChIP-seq)
enrich/selected dna is sequenced and aligned to a reference genome
regions with more read enrichment indicate target associated chromatin
steps:
cross link protein to dna
isolate and fragment chromatin
bind an antibody to the protein of interest
enrich antibody bound chromatin
reverse cross-links and purify the dna
dna becomes a sequencing library
analyze by next gen sequencing (sequencing and aligning to reference genome)
CUT&Tag
stands for cleavage under targets and tagmentation
antibody tethers pA/G-Tn5 to a chromatin target
Tn5 cuts DNA and inserts sequencing adapter tags
the fragment that was tagged is amplified by PCR and purified for next gen sequencing analysis
low input and low background single cell profiling is possible
ChIP-Sequencing vs CUT&Tag
ChIP-Seq:
targets pull down protein-associated dna
fragment first, then add adapters
more input and background
CUT&Tag:
tether Tn5 with an antibody
fragment and add adapter tags in sity
less input and lower background
both rely on antibody specificity and controls
dna methylation
in mammals, mostly happens at CpG sites
dna methyltransferase transfers CH3 onto nucleotide
maintenance methylation can copy patterns after dna replication
during dna replication, methyl can be added to the new strand, can be heritable modification through cell division
bisulfite sequencing
bilsulfite converts unmethylated cytosine to uracil, but methylated cytosine do not get converted
during PCR, U templates A. later, DNA copies contain T at the original unmethylated C
compare reads of the new strand with the original dna sequence to see where there are methylated and unmethylated cytosines
why is an unmethylated c read as t after bisulfate treatment, pcr and dna sequencing
unmethylated c gets converted to u, u complements a which complements t during PCR
cell type specific chromatin accessibility
less accessible chromatin is mostly associated with repression
accessible chromatin often includes promoters and enhancers
ATAC-seq: chromatin accessibility
detect genome wide profile of accessible chromatin
steps:
extract chromatin without disturbing its current structure
Tn5 inserts adapters into accessible DNA because it cannot reach closed off chromatin
tagmentation cuts dna and adds the adapter tags
sequence the tagged dna to map the accessible regions
accessible regions tend to include promoters and enhancers, can detect site of gene regulatory element
Hi-C: genome wide chromatin contacts
helps understand how genome interacts with each other
fix the chromatin in its current state and cross link
digest the chromatin with restriction enzymes, they lose their backbone but because of the crosslinks they are still held together
religate the chromatin, now the chromatin bond directly to each other because they were originally close to each other
sequence records dna proximity: read pair where one half maps at one position and the other half maps to another position. now you know those spots are touching in 3D
Hi-C heatmap
axes show genomic positions, usually comparing the same chromosome and their base pairs
intensity of the color show the interaction frequency between two regions, usually a darker color implies those two regions are heavily interacting
why do we study gene functions in vertebrate cells
better understanding of genetic diseases of humans and animals
some biological processes only appear in vertebrate cells (post translational modifications)
protein of interest may need additional accessory factors to function
primary cells
obtained directly from tissues
have a limited life span, many cells in adult tissues are quiescent
they don’t proliferate, or sometimes they do divide but only a finite number of times due to telomere loss
cell lines
cells maintained through repeated passage; not all are immortal
can establish cell population to grow
immortalized cell lines: long term proliferation, sometimes following transformation with viral oncogenes or chemical treatment to force proliferation
stem cell lines: embryonic stem cells, induced pluripotent stem cells