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Microarray Analysis
Gene Representation in Amplified vs. Unamplified
RNA
Microarray experiments typically require
microgram amounts of total RNA (5-20 µg) or poly(A) mRNA (0.2-5 µg)
per slide. Obtaining these amounts of RNA can be problematic, especially
when working with small biopsy or Laser Capture Microdissection (LCM)
samples. To circumvent this problem, RNA from limited samples can
be amplified using a multistep procedure developed by Van Gelder
and Eberwine (Van Gelder et al., 1990). Ambion has incorporated this
technology into the MessageAmp aRNA
Kit, which includes all the reagents necessary to carry out the
complete Van Gelder and Eberwine procedure (Figure 1). In brief,
RNA samples are reverse transcribed to synthesize first strand cDNA.
This is followed by synthesis of second strand cDNA using a DNA polymerase
mix. In vitro transcription of the resulting double stranded DNA
template using T7 RNA polymerase results in linear amplification
of the original RNA sample.
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| Figure 1. A
schematic of the MessageAmp Procedure. |
Variation in RNA mass and quality,
and the probe labeling systems used, can affect amplification of
the RNA and thus the outcome of gene expression analysis. How can
Ambion's MessageAmp Kit be used with different microarray platforms,
with different sample types, and under different probe labeling conditions?
This is the first in a series of articles in which we present data
obtained in collaboration with various laboratories using our MessageAmp
Kit under varied conditions.
Does Amplification Affect Gene
Representation?
Nalini Raghavachari and coworkers in the
Biological Technologies Division of Corning, Inc. compared the
expression profile of RNA amplified from HepG2 cells using MessageAmp
to that of un-amplified total RNA, using Corning Cancer Glass Microarrays
(Raghavachari et al., 2002). If significant bias is introduced
during the amplification procedure, a change in the expression
profile will be observed when the data from the two arrays is compared.
To determine the extent of variation caused by the amplification
process, total RNA was isolated from 1000, 3000, 10,000 and 50,000
HepG2 cells. All RNA samples had an A260/A280 ratio
of 1.8 or higher. The yields of total RNA and aRNA obtained from
these cells are tabulated in Figure 2. Greater than 1000-fold amplification
was observed for each RNA sample.
|
Cell Number
|
Amount of Total RNA (ng)*
|
Amount of
aRNA
|
Fold Amplification
(aRNA/mRNA)
|
|
1000
|
117
|
3,362
|
1,437
|
|
3000
|
153
|
6,330
|
2,069
|
|
10000
|
1,520
|
38,800
|
1,276
|
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| Figure 2. Total
and aRNA Yields for HepG2 Cells. Total
RNA was isolated from cultured HepG2 cells. Total RNA and amplified
RNA were quantitated by UV absorbance. Fold amplification was
calculated as a ratio of the mass of aRNA/total RNA and as
the ratio of aRNA/mRNA (assuming that 2% of total RNA was mRNA).
For example: If estimated concentration of mRNA in 1000 cells
is 2.3 ng (2% of 117 ng), then 1461 fold amplification was
obtained (3362 ng/2.3 ng). |
Labeled cDNA probes generated
from one half of the RNA amplified from the 3000 cells and total
RNA isolated from 50,000 cells were prepared by reverse transcription
with Cy3-dCTP, according to the protocol described in Bao et al.
(2002). A Universal Human reference RNA (5 µg; Stratagene)
was labeled with Cy5-dCTP and used to normalize the signal intensity
across the various arrays that were tested. Efficient incorporation
of dye molecules with 35-38 Cy3-dCTP per 1000 nucleotides and 48-51
Cy5-dCTP per 1000 nucleotides was obtained. Corning cancer arrays
are printed on Corning® CMT-GAPS coated slides and contain
1607 cancer related genes (PCR products). Hybridization of the
CyDye labeled probes to the array at 42°C, and high stringency
posthybridization washes were carried out according to the procedure
developed at Corning (Raghavachari et al., 2002). Microarrays were
scanned on a GenePix® 4000A (Axon Instruments) fluorescence
scanner at a PMT setting of 750-950 volts. Images were analyzed
using GenePix® Pro 3.0 analysis software (Axon Instruments).
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| Figure 3. Gene
Expression Profiling with Amplified vs. Unamplified RNA. A. Images
of microarrays hybridized with DNA made from amplified RNA
(1500 cells) or unamplified total RNA (50,000 cells). B.
A scatter plot analysis for the array data compares expression
profiles obtained from total RNA vs. amplified RNA. Cy3 labeled
samples (unamplified total RNA) and Cy5 labeled reference RNA
were hybridized to Corning Cancer arrays. Fluorescence intensities
(signal intensity minus background) were normalized to median
array densities to obtain normalized measures for each gene
across all of the samples. The log Cy3/Cy5 ratio for each gene
was calculated relative to human reference RNA. |
The gene expression profiles obtained
with probes made from amplified and unamplified total RNA from HepG2
cells on the Corning arrays are depicted in Figure 3. Scatter plot
analysis shows that the differential expression ratios derived from
amplified and unamplified RNA were highly comparable (R2 =
0.867). This suggests that the amplification process did not introduce
significant bias in the vast majority of mRNA levels. In addition,
there was no reduction in signal intensity or dynamic range with
aRNA obtained from as few as 1000 cells when compared to total RNA
from 100,000 cells (data not shown). Based on this simple but informative
example, it is clear that the MessageAmp Kit is very useful for amplifying
RNA from as few as 1000 cells and the resulting data is representative
to the original (unamplified) mRNA profile.
We would like to thank Nalini
Raghavachari, Paul Bao, Yulong Hong, and Uwe Muller from Biochemical
Technologies, Corning Inc. for sharing their data with us.
Cy is a tradmark of Amersham Biosciences.
REFERENCES
- Bao P, Frutos AG, Greef C, Lahiri J, Muller
U, Peterson TC, Warden L, and Xie X. (2002) High-Sensitivity Detection
of DNA Hybridization on Microarrays Using Resonance Light Scattering. Analyt
Chem . Web Release date March 9, 2002.
- Raghavachari N, Bao P, Hong Y, and Muller
U. 2002 Comparison of gene expression profile of Hep G2 unamplified
and amplified RNA. Biochemical Technologies, Corning Inc., Personal
Communications.
- Van Gelder RN, von Zastrow ME, Yool,A, Dement
WC, Barchas JD, and Eberwine JH (1990) Amplified RNA synthesized
from limited quantities of heterogeneous cDNA. Proc. Natl. Acad.
Sci. USA. 87: 1663-1667.
| Cat# |
Product Name |
Size |
| AM1705 |
Amino Allyl cDNA Labeling Kit |
15 rxns |
| AM1750 |
MessageAmp™ aRNA Kit |
20 rxns |
| AM8437 |
5-(3-aminoallyl)-UTP |
50 mM (50 µl) |
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