Παρουσίαση του PowerPoint€¦ · Successful PCR: everything is optimized •Template...
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Overview
• What biological question is to be answered?
What is the goal of the experiment?
• What is the total number of genes to be analyzed?
• What control samples and genes will be used to measure the changes
in expression levels?
• Are there any limitations to the amount of target material available?
• What is the sensitivity required to obtain the data necessary to
answer?
from DNA to RNA
Gene expression changes between different cell types, developmental changes,
treatments, diseases/infections/cancer, stress, alternative splicing, etc…
Reverse transcription:
When and why to check for RNA expression?
what usually happens in the lab..
PCR relies on the complementary base pairing of the DNA
How everything starts..
What really happens..
PCR experiment
PCR steps
RV
FW Fold expression= 2n
n = number of cycles
Start from the basics
PC
R p
rod
uct
Cycle number
PCR kinetics
products of:
Endpoint PCRDigital PCR
Microfluidic PCR
Theoretical doubling
of the starting
amount in each cycle
• Primers…?
Successful PCR: everything is optimized
MW marker• Template DNA: genomic DNA (gDNA), complementary DNA (cDNA), and plasmid DNA,
e.g. 5–50 ng of gDNA
• DNA polymerase: in a typical 50 µL reaction, 1–2 units of DNA polymerase
• Deoxynucleoside triphosphates (dNTPs): dATP, dCTP, dGTP, and dTTP are
in excess. Final concentration of each dNTP is generally 0.2 mM
• Buffer: suitable chemical environment for activity of DNA polymerase. Buffer pH 8.0-9.5
• Mg2+, other cofactors: Mg2+ functions as a cofactor for activity of DNA polymerases
https://www.addgene.org/protocols/primer-design/
How to choose FW & RV primers?
Primers
Important for the analysis
Gene-specific!Or transcript-specific
PCR applications
Who’s the father?
real-time QPCR measures the fluorescence at each cycle as the
amplification progresses
quantification of the template is based on the fluorescent signal
during the exponential phase of amplification
How to monitor the levels in gene expression?
principles of real-time pcr: amplification plot
Ct: The first cycle at which the
instrument can distinguish the
amplification generated fluorescence as
being above the ambient background
The greater the amount of initial DNA
template in the sample, the earlier the Ct
value for that sample
SYBR-Green chemistry:• cost—effective• easy to use
Important for the analysis: Sequences of primers or probes should be removed!
Probe-Based chemistries:• higher detection specificity• multiple probes labeled with different reporter
dyes allow detection of more than one target in a single reaction (multiplex QPCR)
How can the products be spotted?
The fluorescence intensity increases proportionally
with each amplification cycle in response to the
increased amplicon concentration
PCR products visualization
Old times:Ethidium bromide
Cost-effective
mutagenic
PCR products visualization
Modern times:Non-toxic dyes
GelRed®
SYBR Safe ®
principles of real-time pcr: dissociation curve
1 amplified product
2 amplified products
principles of real-time pcr: dissociation curve
1 amplified product
2 amplified products
How many amplified products?
Comparative or Relative quantitation:
comparing the levels of a target gene in test
samples relative to a sample of reference
Quantitative as Absolute quantitation:
a standard curve to quantitate the amount of target present
in an Unknown sample
or a series of Standard samples, containing dilutions of a
known amount of target
The standard curve is then used to derive the initial template
quantity in Unknown wells based on their Ct values
Do I need a standard curve?
Since there is a theoretical doubling of the starting amount in each cycle what is the efficiency? E ̴̴̴̴̴̴̴̴̴̴̴̴̴̴̴̴ 2
o 18S rRNA (18S ribosomal RNA),
o 28S rRNA (28S ribosomal RNA),
o TUBA (α-tubulin),
o ACTB (β-actin),
o EF1A (elongation factor 1α),
o GAPDH (glyceraldehyde-3-phosphate dehydrogenase),
o HPRT (hypoxanthine phosphoribosyl transferase)
housekeeping or reference genes
Comparative or Relative quantitation:
comparing the levels of a target gene in test
samples relative to a sample of reference
Relative quantitation: we need reference genes
Important for the analysis: Include a negative control & a positive control
PCR normalization
PCR controls
microfluidics
The principle
When a particle passes through a laser beam, it scatters light according to its
physical properties.
e.g. A larger particle will cause higher deviation of the light. In case this particle is also
fluorescent, after being excited with light of the appropriate wavelength, it will emit light at
another (usually higher) wavelength.
An optical-to-electronic coupling system is used to record how each cell
scatters laser light and emits fluorescence.
For cells
Cells should be in single-cell suspension
Cells suspended in a liquid (fluidics system) pass through a laser beam causing
light scatter that can be sensed by appropriate detectors (optics system).
The electronics system process the signal from the detectors giving numbers that
represent the features (size and granularity) of the cells. Jalali, M., Saldanha, F. Y. L., & Jalali, M. (Eds.). (2017). Basic
science methods for clinical researchers. London: Academic Press.
microfluidics benefits: large number of samples, speed, parallelization, sensitivity, multiplexity,
reduction of reagents cost
Microfluidics have been used for PCR, qPCR, RT-PCR
microfluidic PCR
microfluidics drawbacks: PCR inhibition and carryover contamination
Zhang Y, Jiang HR. Anal Chim Acta. 2016 Mar 31;914:7-16
microfluidic PCR examples
(a) The channels are filled with different dyes for visualization.
(b) Placement of the probes for the different genes.
Ahrberg et al, Lab Chip , 2016, 16, 3866
85bp DNA are amplified in 17min within 34 cycles
denaturation
input output
annealing
extension
50 000 cells in a single experiment
Parallel amplification of many genes
Various designs and
approaches of
microfluidic PCR
devices
microfluidic PCR: Digital PCR (dPCR)
• partition volumes: > 5 pL
• the number of partitions: >100 000 for a single experiment
DNA undergoes limiting dilution
dPCR APPLICATIONS:
viral detection
prognostic monitoring
fetal screening
to research applications such as phage–host interactions and intracellular profiling
dPCR should be performed when
rare events must be quantified
individual mutations must be detected
ADVANTAGES of dPCR:
• No need to rely on references or standards
• Increased precision
• Capability to analyze complex mixtures
• Linear detection of small-fold changes
microfluidic PCR: Digital PCR (dPCR)
dPCR data output
Fig. 2. Examples of data
output from a droplet dPCR
instrument (Bio-Rad
QX100). Clear distinction
between positive and
negative partitions (A and
B); no-template control
reactions (C and D), and
temperature optimization
showing incremental
separation between positive
and negative partitions
from wells C02 to G02 (E
and F).
2 targets
positive
negative
no-template
control
negative
no-t
emp
late
con
trol
neg
ati
ve
posi
tive
neg
ati
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posi
tive
neg
ati
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Amplitude
AmplitudeAmplitude
Events
Events
positive
negative
Flu
ore
scen
ce
Flu
ore
scen
ce
Flu
ore
scen
ce
Fre
qu
ency
Fre
qu
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Fre
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Events
qRT-PCR reactions: One-step vs Two-step: limiting sample amount?
R packages:
SLqPCR, EasyqpcR, ddCt, NormqPCR, ReadqPCR, FPK-PCR, HTqPCR
for housekeeping genes:
geNorm, NormFinder, BestFinder, BestKeeper, Genenvestigator, RefGenes, REST
PCR algorithms, packages…
Science. 1991 Jun 21;252(5013):1643-51.Recent advances in the polymerase chain reaction.Erlich HA1, Gelfand D, Sninsky JJ.
Lab Chip. 2016 Oct 5;16(20):3866-3884.Polymerase chain reaction in microfluidic devices.Ahrberg CD1, Manz A2, Chung BG1
Methods Mol Biol. 2014;1169:133-42. doi: 10.1007/978-1-4939-0882-0_13.Expression profiling by real-time quantitative polymerase chain reaction (RT-qPCR).Lech M1, Anders HJ.
Expert Rev Mol Diagn. 2005 Mar;5(2):209-19.Basic principles of real-time quantitative PCR.Arya M1, Shergill IS, Williamson M, Gommersall L, Arya N, Patel HR.
Nat Protoc. 2006;1(3):1559-82.Quantification of mRNA using real-time RT-PCR.Nolan T1, Hands RE, Bustin SA.
Anal Biochem. 2005 Sep 1;344(1):141-3.The implications of using an inappropriate reference gene for real-time reverse transcription PCR data normalization.Dheda K1, Huggett JF, Chang JS, Kim LU, Bustin SA, Johnson MA, Rook GA, Zumla A.
Methods. 2001 Dec;25(4):402-8.Analysis of relative gene expression data using real-time quantitative PCR and the 2(-Delta Delta C(T)) Method.Livak KJ1, Schmittgen TD.
Nucleic Acids Res. 2001 May 1;29(9):e45.A new mathematical model for relative quantification in real-time RT-PCR.Pfaffl MW1.
For extra info
J Vis Exp. 2012 May 22;(63):e3998. doi: 10.3791/3998.Polymerase chain reaction: basic protocol plus troubleshooting and optimization strategies.Lorenz TC1.
Sci Rep. 2017 Aug 29;7(1):9617. doi: 10.1038/s41598-017-09183-4.Poisson Plus Quantification for Digital PCR Systems.Majumdar N1, Banerjee S2, Pallas M2, Wessel T2, Hegerich P2.
Clin Chem. 2013 Jun;59(6):892-902. doi: 10.1373/clinchem.2013.206375. Epub 2013 Apr 9.The digital MIQE guidelines: Minimum Information for Publication of Quantitative Digital PCR Experiments.Huggett JF1, Foy CA, Benes V, Emslie K, Garson JA, Haynes R, Hellemans J, Kubista M, Mueller RD, Nolan T, Pfaffl MW, Shipley GL, Vandesompele J, Wittwer CT, Bustin SA.
Clin Chem. 2015 Jan;61(1):79-88. doi: 10.1373/clinchem.2014.221366. Epub 2014 Oct 22.Considerations for digital PCR as an accurate molecular diagnostic tool.Huggett JF1, Cowen S2, Foy CA2.
Anal Chem. 2011 Nov 15;83(22):8604-10. doi: 10.1021/ac202028g. Epub 2011 Oct 28.High-throughput droplet digital PCR system for absolute quantitation of DNA copy number.Hindson BJ1, Ness KD, Masquelier DA, Belgrader P, Heredia NJ, Makarewicz AJ, Bright IJ, Lucero MY, Hiddessen AL, Legler TC, Kitano TK, Hodel MR, Petersen JF, Wyatt PW, Steenblock ER, Shah PH, Bousse LJ, Troup CB, Mellen JC, Wittmann DK, ErndtNG, Cauley TH, Koehler RT, So AP, Dube S, Rose KA, Montesclaros L, Wang S, Stumbo DP, Hodges SP, Romine S, Milanovich FP, White HE, Regan JF, Karlin-Neumann GA, Hindson CM, Saxonov S, Colston BW.
Anal Chim Acta. 2016 Mar 31;914:7-16. doi: 10.1016/j.aca.2016.02.006. Epub 2016 Feb 13.A review on continuous-flow microfluidic PCR in droplets: Advances, challenges and future.Zhang Y1, Jiang HR2.
Lab Chip. 2016 Oct 5;16(20):3866-3884.Polymerase chain reaction in microfluidic devices.Ahrberg CD1, Manz A2, Chung BG1.
For extra info
Polymerase Chain Reaction (PCR)key-notes
PCR steps: 1. denaturation, 2. annealing, 3. extension
PCR
Absolute with a standard curve
Relative with reference genes
endpoint PCRdigital PCR
microfluidic PCR
Real-time PCRvs.
Polymerase Chain Reaction (PCR)
questions?
At the bench side..