Achieve Excellence in Your qPCR Experiments
eBook
Last Updated: July 23, 2024
(+ more)
Published: July 10, 2024
Credit: iStock
From multiplexed gene expression profiling to infectious disease diagnostics, researchers depend on reliable qPCR instruments.
Optimal thermal performance and precise temperature control in qPCR systems are crucial to avoid temperature variability issues. Therefore, high-quality qPCR machines that maintain consistent temperature control across the block are essential for reproducible and accurate results, particularly in sensitive applications such as virus diagnostics and clinical sample testing.
This eBook explores the expanding role of qPCR across various industries and emphasizes the increasing demand for innovative qPCR platforms that meet modern research and diagnostic requirements.
Download this eBook to learn about:
- The importance of reliable qPCR instruments
- How to optimize thermal performance and temperature control
- Compact, user-friendly qPCR reagents and instruments
Sponsored By
Page 3
Optimal Thermal
Performance
Page 4
Creating Temperature
Control in Unison
Page 5
Orchestrating Data
Connectivity
Page 6
Marching to the Beat of a
Different Drum: Alternative
qPCR Applications
DATA IN HARMONY:
MODERN
APPROACHES
TO QPCR
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#ScienceForward
Evolutionary qPCR.
Transformative
connectivity and utility.
The Scientist 2020 | the-scientist.com 3
S
cientists use quantitative polymerase chain reaction (qPCR)
for a variety of sensitive applications. From multiplexed gene
expression profiling to infectious
disease diagnostics, researchers require reliable qPCR instruments.
Some thermal cycler blocks may produce suboptimal results, as issues with thermal uniformity affect the rate and efficiency
of a reaction. Because small amounts of
genetic material are exponentially amplified, small perturbations can lead to large
problems. Instruments that precisely control
reaction conditions are essential for highly
sensitive assays where a specific annealing
temperature is required. Reactions may fail
or the accuracy of the quantified data may
be brought into question if the temperature
deviates from the ideal.
Around the Block
An important consideration for qPCR
machine performance is the time it takes to
heat or cool the block with each temperature
change. How quickly an instrument changes
temperature is an important determinant of
the duration of an experiment. Instruments
must balance the time it takes to change temperatures with uniformity. The temperature
in each well should stabilize quickly across
the block so that each sample experiences
the same reaction conditions. This task is
more complicated than it seems, as speed
often negatively impacts thermal uniformity.1
Blocks with reduced mass heat and cool more
quickly, shortening the cycle time. However,
blocks with higher mass maintain temperature uniformity better than those with minimal mass. Heat transfer from the block to
the sample should also be rapid for high efficiency generation of target DNA.
Peltier elements control heating and cooling throughout the reaction cycles in many
instruments. These devices tend to be cooler
around their edges than in the middle, which
may create temperature variation throughout
the block, particularly at the edges and surface of the block.2 Insufficient heating around
the block edges (the edge effect) and hot and
cold spots throughout create experimental
variability.
Impact on Data
The edge effect can lead to insufficient template DNA melting, especially when the template has a high GC content. This decreases
nucleic acid amplification, leading researchers to underestimate the amount of target in
their samples. Additionally, undershooting
the temperature may cause amplification of
unwanted DNA.3
In this situation, primers
may bind their target insufficiently or they
can anneal to sequences with weak sequence
homologies. Hot spots in the reaction block
may inactivate the polymerase, which generates false negative results.
Temperature variability also affects the
melt curve. Identical qPCR amplicons in
separate wells may appear to melt at different temperatures. Researchers then incorrectly interpret these results to mean that
their primers are amplifying more than
one product. They waste precious time and
resources optimizing primer sequences and
annealing temperatures to correct a problem
that is not real.
Virus diagnostics
Increasingly, scientists perform qPCR for
molecular diagnostics. In particular, widespread use of qPCR to diagnose SARS-CoV-2
highlights the practicality of the technique for
infectious disease testing. qPCR delivers test
results quickly compared to previously-used
methods. Clinicians apply the technique to
easily determine if someone is infected with
a specific disease, while researchers can use
qPCR to quantify viral loads and monitor
therapy responses.
Issues of speed and uniformity are especially important for clinical sample testing because quick and reliable results allow
physicians to diagnose, treat, and stop the
spread of communicable diseases. Viral
diagnostic experiments are especially sensitive to changes in temperature. Different
virus strains can be very similar, so incorrect
primer binding due to temperature irregularities causes inaccurate diagnoses. Scientists in this field should seek out high-quality machines that monitor and tightly control
temperature across the block, ensuring reproducible and accurate results.
References
1 ) K.-R. Rogers-Broadway, E. Karteris,
“Amplification efficiency and thermal
stability of qPCR instrumentation: Current
landscape and future perspectives,” Exp
Ther Med, 10:1261-64, 2015.
2 ) M. Span et al., “Measurement uncertainty in
calibration and compliancy testing of PCR
and qPCR thermal cyclers,” International
Congress of Metrology, 05003, 2017.
3 ) Y. Ho Kim et al., “Performance evaluation of
thermal cyclers for PCR in a rapid cycling
condition,” BioTechniques,
44:495-505, 2008.
OPTIMAL THERMAL
PERFORMANCE
DATA IN HARMONY: MODERN APPROACHES TO QPCR
4
Creating Temperature
Control in Unison
Thermal uniformity is an essential characteristic
of successful qPCR assays. Uneven temperatures
in thermal cycler reaction blocks negatively affect
data accuracy and experimental reproducibility.
New qPCR instruments avoid these issues with
effective temperature monitoring and better
thermal uniformity control.
Speed Vs. Uniformity
qPCR machines with reaction blocks of minimal
mass quickly change temperature throughout
a run, but these machines may lack thermal
uniformity because of the thin metal. High mass
blocks maintain consistent temperatures at the
expense of speed. Instruments
that balance speed with uniformity
produce the most accurate results.
Out in the Cold
Cold spots and edge effects undershoot
reaction temperatures, leading to
decreased primer annealing and underestimated target quantities. Cold
temperatures also cause off-target primer
binding to sequences with lower homology.
Too Hot to Handle
Hot spots denature and inactivate the
polymerase, causing false negative results.
I
n modern society, countless individuals are connected electronically; cell
phones are mini computers and artificial technology controls basic functions in many homes. But when it
comes to laboratory technology, many
scientists find themselves sent back in
time. Out-of-date computers hooked up
to modern lab equipment inefficiently
store bits and pieces of data that await
analysis. Researchers should leave old
technology behind and ready themselves
for the future by storing and analyzing
data on a cloud-based platform.
Convenience in the Lab
Instruments that are connected to the
cloud grant researchers freedom from the
bench. Some machines even link to the
cloud directly, without the need for a dedicated computer that is connected to the
internet. By accessing the cloud with any
web browser, researchers plan and manage experiments anywhere and at any
time. They check the status of an experiment as it runs from any computer, and
results often upload automatically when
an experiment is complete. Scientists can
also analyze their data from anywhere
without transferring files via unsecure
USB drives.
Data Management
Cloud-based computing and data storage help researchers move away from
the confusion caused by handwritten lab
notebooks and poorly labeled spreadsheets and graphs. Many cloud storage
platforms for scientific data provide tools
for data analysis. Researchers are beginning to transition their data storage,
organization, analysis, and figure development to these web-based platforms.
Another major benefit of cloud data
storage is that it simplifies collaboration. As research teams spread across
the globe, scientists easily share their
uploaded data with lab members and
external collaborators. Keeping data in
the cloud also enhances reproducibility because researchers can share virtual lab notebooks with collaborators
and directly connect instruments to the
cloud to automatically record experimental conditions.
Cloud services safeguard data
from accidental loss or from unauthorized users making changes by providing secure and redundant data centers.
Within a lab’s cloud platform, scientists
can generate multiple user profiles with
individual usernames and passwords to
further organize data and keep results
secure.
Solution for Big and Small Data
Modern molecular instruments produce mountains of data thanks to multiplex capabilities and single cell and
whole genome analyses. Also, as the cost
of sequencing continues to decrease,
the amount of data generated will only
increase. Researchers need cloud-based
strategies to keep track of this information. Whether the dataset is small, such
as that from a qPCR experiment analyzing the expression of a handful of
genes, or large like those from single cell
sequencing projects, researchers benefit from working with their data in the
cloud.
In particular, cloud-based software
simplifies biomedical research. Researchers in labs across the world can remotely
view large next-generation sequencing
datasets that are uploaded to the cloud
and analyze them for single nucleotide
polymorphisms (SNPs), mutations, and
new gene variants. Scientists can also
integrate results from other technologies,
such as mass spectrometry and imaging,
to better understand biological mechanisms for diagnostics research.
ORCHESTRATING
DATA CONNECTIVITY
DATA IN HARMONY: MODERN APPROACHES TO QPCR The Scientist 2020 | the-scientist.com 5
“Researchers should leave old technology behind and
ready themselves for the future by storing and analyzing
data on a cloud-based platform.”
QPCR is no longer employed
only by molecular biologists in research laboratories. Scientists in diverse
fields use the technique
for a variety of applications. Therefore,
qPCR reagents and instruments that take
up minimal space and are easy to use are
desirable in these industries.
Managing Microbes
Microorganisms are everywhere, yet they
are invisible to the naked eye. Scientists in
many fields track microbes to either eliminate them or support their growth. Traditionally, scientists analyzed microbe populations by counting colonies on a plate
or growing cells in liquid culture. This
approach lacks species specificity, only
estimates the number of cells present,
and takes days to obtain results, whereas
qPCR methods detect different species
and strains in a single multiplexed experiment, accurately quantify the amount of
cells in a sample, and take mere hours to
complete.
qPCR is now the method of choice for
microbial monitoring in the food safety
and processing fields. Scientists use species- and strain-specific primers to quantify and identify food-borne pathogens,
including small populations that would
be hidden by more dominant ones in
tube or plate cultures. Additionally, scientists perform quantitative reverse
transcription PCR (RT-qPCR) to track
microbial gene expression. In one example, researchers working to improve wine
production measured gene expression by
qPCR of acid stress response genes in lactic acid bacteria.1
The scientists employed
the data to enhance the viability of these
desirable microbes in wine.
Scientists also use qPCR to target
microbial genes in environmental samples with kits that easily extract DNA or
RNA in the field. Researchers working to
reduce water scarcity analyzed the safety
of roof-harvested rainwater with qPCR
to identify pathogens in their samples.2
Microbial contamination is also a concern in oil fields. Water injections that
stimulate oil extraction can also introduce hydrogen sulfide-producing microorganisms that generate toxic gas, lower
oil quality, and corrode pipelines. Scientists monitor oil field conditions by processing samples in the field and running experiments with small-scale qPCR
instruments.3
Supporting Agriculture
Agriculture researchers face the enormous challenge of feeding the growing world population. These scientists improve the nutrition and output
of crops and livestock through genetic
means. They use qPCR to analyze animal
and plant gene expression. Additionally,
qPCR simplifies genotyping by showing
the absence or presence of transgenes
and distinguishing between heterozygotes and homozygotes based on gene
dosage. Easy genotyping is also important to track adventitious presence—when
trace amounts of an unwanted agricultural biotech product ends up in a field
population or food supply.
qPCR for All
Because of their various backgrounds,
scientists prioritize qPCR technology
that is simple to operate. Drag and
drop tools, intuitive interfaces, kits that
extract nucleic acids in the field, standalone instruments that use the cloud for
data storage, analysis, and sharing all
promote qPCR use across disciplines.
References
1 ) C. Beltramo et al., “Real-time PCR for
characterizing the stress response of
Oenococcus oeni in a wine-like medium,”
Res Microbiol, 157:267-74, 2006.
2 ) Ahmed et al., “Real-time PCR detection
of pathogenic microorganisms in
roof-harvested rainwater in Southeast
Queensland, Australia,” Appl Environ
Microbiol, 74:5490-96, 2008.
3 ) X. Lin et al., “Development and
validation of in-field qPCR methods for
water microbial analysis at oil and gas
facilities,” NACE International, May 12,
2015.
MARCHING TO THE BEAT
OF A DIFFERENT DRUM:
ALTERNATIVE QPCR
APPLICATIONS
DATA IN HARMONY: MODERN APPROACHES TO QPCR The Scientist 2020 | the-scientist.com 6
“qPCR is no longer employed only by molecular biologists
in research laboratories. Because of their various
backgrounds, scientists prioritize qPCR technology that is
simple to operate.”
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