| Genisphere Research and
Development |
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Introduction: |
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Given the diversity and inconsistency of methods used
to prepare microarrays, adapting a labeling protocol for uniform and
reproducible microarray hybridization is a challenge. Arrays are printed on a
variety of substrate surfaces (Nylon, poly-L-lysine, aminosilane, and aldehyde,
etc.) using any of a number of different commercially available spotters.
Different spotting solutions as well as nucleic acids "probe" concentrations
have been tried. The probes can consist of either a near full-length cDNA or a
specifically chosen oligonucleotide. While it would seem that the protocol for
hybridization to oligonucleotide arrays should not be much different from the
protocol for cDNA arrays, there are some fundamental differences that must be
accommodated to obtain optimal signal. For example, oligonucleotide probes are
shorter (25-80 bases long) and offer more gene specificity while cDNAs are
longer (average 0.2-2.0kb) and can bind some targets non-specifically. This
brief data summary describes the Submicro Oligo kit, which represents the
adaptation of Genisphere's Submicro labeling system to oligonucleotide
arrays.
Materials and Methods:
OpArray Stress and Aging arrays were purchased from
Operon Technologies Inc. These arrays consist of 70 nucleotide long
oligonucleotides spotted onto poly-L-lysine coated glass slides. Total RNA from
Human Heart and Human Kidney was purchased from Ambion. All other components
used were part of the Genisphere Submicro Oligo Kit. Reverse Transcription:
Hybridization
and Washing: |
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 Figure 1
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Results:
Because of the differences between oligo and cDNA
arrays initial experiments on the OpArrays consisted of determining the optimal
hybridization conditions. Using Vial 6 hybridization buffer as the standard
buffer, the hybridization temperature was varied from 40°C to 60°C at
5°C intervals. Two different total RNA samples, one labeled with Cy3 and the other CyTM5, were used to prepare cDNAs for
hybridization and signal intensity, probe specificity and differential
magnitude were monitored to determine the appropriate hybridization
temperature. Each array was scanned and the data overlaid for analysis (similar
to figure 1b). As the temperature of hybridization increased from 40°C to
60°C, the overall signal intensity decreased as expected and the number of
elements demonstrating differential increased. Interestingly, we also observed
that some features initially demonstrated equal signal (represented by a yellow
composite image) at low hybridization temperature but then either changed to a
differential (red or green composite image) or completely disappeared. This was
probably due to non-specific hybridization of the transcribed cDNAs to the
oligos on the array. We also observed that some features that were not
initially represented at high temperature yielded a differential at lower
temperatures. After performing the negative control experiment, consisting of
CyTM3 and CyTM5 3DNA dendrimers alone (without cDNA)
hybridized at each temperature, we determined that the differentials observed
at lower temperature at features that do not demonstrate signal at higher
temperatures was due to non-specific binding of the 3DNA capture sequence to
those elements. The negative control and hybridization temperature titration
experiments were repeated using an oligonucleotide that is complementary to the
capture sequence as a "capture sequence blocker" (Vial 9) after the
prehybridization of cDNA to the 3DNA reagents. The non-specific binding of the
3DNA capture reagents via their capture arms was completely blocked by the
"capture sequence blocker" (Vial 9). As a result of these experiments, the
optimal hybridization temperature for the tested lot of Stress and Aging
OpArrays was determined to be between 50°C and 55°C (data not shown).
We also tested a second lot of OpArrays, which demonstrated an optimal
hybridization range of 47°C to 52°C. We have concluded that this may be
due to differences in either the spotted oligos or age of the array. In general
this suggests that for each lot of "ideally" similar arrays, the hybridization
conditions should be optimized prior to setting up a complete comparative
analysis of critical samples. RNA titration experiments were also conducted
and, in general, the best results were obtained using 1-2.5 ug of high quality
total RNA. |
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Figure 2 Click here for close-up
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Experiments similar to those
described above (not shown) were performed using Mergen oligonucleotide arrays.
Mergen oligonucleotide arrays consist of 30 base oligonucleotides covalently
attached to glass microarrays. The optimal hybridization conditions were
determined to be 35-42°C in Vial 6 hybridization buffer. In a similar set
of experiments 50mer gene specific oligonucleotides were covalently spotted
onto glass microarrays and the optimal hybridization temperature was determined
to be 45-50°C in Vial 6 hybridization buffer (not shown). After
optimizing the hybridization conditions, we wanted to determine the uniformity
of labeling between the CyTM3 and
CyTM5 channels and thus calculate
the statistical significance of expression changes between two samples on the
Stress and Aging OpArrays. For this experiment we reverse transcribed the same
total RNA (heart) with both the CyTM3 and CyTM5 primers and combined the two cDNAs in
one hybridization on a parallel set of OpArrays. Figure 1, panel A, represents
the composite image of the two channels overlaid. As expected the composite
image yielded nearly all yellow, equal green (CyTMTM3) and red (CyTM5), features. Using the GenePix software
all features were identified and the signal minus background (specific signal)
was determined for each element. Those elements less than 3 fold over
background or having saturated pixels were flagged and excluded from
calculations. Of the 2112 Stress and Aging array elements, approximately 1000
(47-48%) were included in all calculations (Slide 28, Slide 29).
The Cy5 and CyTM3 specific signals were plotted (Figure
2, panel A) and a ratio was calculated for each significant element and the
data normalized based on average specific signal in each channel. The average
normalized ratio for the 2 microarrays was calculated to be 0.974 with an
average standard deviation of 0.128. The maximum and minimum CyTM5/Cy3
ratio was 1.38 and 0.70, respectively. We also determined the average number of
data points that were within 1, 2, and 3 standard deviations of the normalized
Cy5/CyTM3 ratio. The number of data points
outside 1, 2, and 3 standard deviations was 327, 41, and 4, respectively. Thus
a 40% change in expression could be measured at 99.5% confidence and is
indicated by the two solid lines on the graph at 3 standard deviations from the
mean. (See Figure 2) |
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Figure 3 Click here for close-up
of Images
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In a parallel set of experiments two different total
RNA samples were used in differential expression experiments. Total heart
(CyTM3) and kidney (CyTM5) RNA were reverse transcribed using
the appropriate Genisphere primers and the transcribed cDNAs combined into a
single hybridization. The composite overlay image is presented in Figure 1,
panel b. A similar experiment was done using direct labeling in order to
compare differential data. A portion of the data from the composites images of
the same sample and different samples (Figure 1, panels a and b, respectively)
in each channels is magnified for closer observation and 3 features
specifically identified for discussion. It is clear from the differential
experiment that certain messages were represented in either one or both RNA
samples. Feature 1 which demonstrates a high level expression in kidney
(CyTM5, red) relative to heart.
Observe from the same sample data that little or no signal is visible for
feature 1. The differential expression in kidney relative to heart calculates
to be 81.6 for this gene (Figure 3). Feature 2 returned a green color after
overlay indicating a higher level of expression in heart relative to kidney.
This differential expression calculated to be 6.5 heart relative to kidney
(Figure 3). Near equal expression (0.83, Figure 3) was observed for feature 3
as indicated by the yellow feature color. Figure 2, panel B represents the
scatter plot of the specific signal from each channel. Approximately 1000
elements were included in the calculations after flagging data at less than 3
fold above background and saturation. For comparison purposes the solid lines
indicating 3 standard deviations of variance were transposed from the same
sample scatter plot. The relative expression, kidney (CyTM5) to heart (CyTM3), of each feature was calculated and
ranged from an 81.6 over expression to a 50 fold under expression in kidney
relative to heart. The differential data from the magnified area of Figure 1 is
identified in Figure 3 and the corresponding kidney to heart differentials from
the direct incorporation experiment included. These data indicate that a range
of differential expression was observed and that the Submicro and direct
incorporation methods closely agreed in both the direction and relative
magnitude of the differentials, although that the differentials for the direct
incorporation were somewhat compressed compared to submicro labeling. To
confirm that there is minimal channel bias during the reverse transcription,
labeling, and hybridization, we "reversed" the RNA samples during the labeling
process (Figure 3, panel b). Visually, the features that were green in the
forward experiment changed to red in the reverse labeling experiment. The
converse is also true. Features demonstrating equal expression in both channels
remained unchanged.
Conclusions:
1. The Genisphere Submicro Oligo kit works well with
1-2.5ug of input total RNA. 2. The hybridization conditions will depend on
the length of the spotted probe and age of the array. Hybridization
temperatures vary from 35-42°C for 30mer oligos and 45-50°C for 50mer
oligos to 50-55°C for 70mer oligonucleotides. 3. Since arrays can vary
from lot to lot the hybridization conditions need to be optimized for each lot
of oligo arrays. 4. Studies in which the same RNA sample is labeled with
both Cy3 and CyTM5 indicate that a 40% change in relative
expression can be measured with 99.5% confidence. 5. The differential
expression of genes can be reproducibly be calculated from arrays hybridized
using the Submicro Oligo kit and these data agree with other standard labeling
techniques. There is also little or no bias when labeling an RNA sample with
CyTM3 relative to CyTM5. |
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