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GLOBINclear™-Mouse/Rat Whole
Blood Globin Reduction Kits
Mouse RiboPure™-Blood RNA Isolation Kit
Improved Gene Expression Profiling With Mouse Blood Samples
Expression profiling of blood by microarrays
has been historically difficult due to the heterogeneous cellular
nature of blood samples and the extremely high concentration
of globin transcript present in whole blood total RNA. The Mouse
RiboPure™-Blood RNA isolation Kit and GLOBINclear™ Mouse/Rat
Globin mRNA depletion technology were used to determine their
potential benefits for gene expression profiling. Resulting data
showed increased sensitivity and reproducibility on Affymetrix
GeneChip® microarrays with globin reduction compared to untreated
samples.
RNA Isolation and Globin mRNA Depletion
Total RNA was isolated from two donor C57B6
female mice using Ambion’s Mouse RiboPure™-Blood Kit. RNA
from each donor mouse (3.2 µg) was processed with the GLOBINclear™-Mouse/Rat
Kit in triplicate. The GLOBINclear Kit employs a novel, subtractive
hybridization technology to remove >95% of the α- and β-globin
mRNA from whole blood total RNA. When used for expression profiling
of human samples, the GLOBINclear Kit processed blood RNA has
been shown to increase sensitivity and reproducibility relative
to untreated whole blood RNA [1]. Next, 0.9 µg of each
GLOBINclear Kit sample was amplified and labeled for use on Affymetrix
GeneChip microarrays using the MessageAmp™ II-Biotin Enhanced
Single Round aRNA Amplification Kit. Untreated whole blood total
RNA (0.9 µg) from each donor was also amplified in triplicate.
Figure 1 shows representative Agilent® 2100 bioanalyzer traces
of amplified RNA (aRNA) before and after GLOBINclear Kit treatment.
As can be readily seen in the figure, aRNA from untreated whole
blood RNA shows large peaks at ~600 nt, which represent the contribution
of globin mRNA to the amplified material. After GLOBINclear Kit
processing, these “contaminating” peaks nearly disappear,
indicating efficient globin mRNA depletion.
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| Figure 1. Biotinylated aRNA Trace Derived from GLOBINclear™ Kit
RNA or Untreated Whole Blood RNA. aRNA amplified with the MessageAmp™ II-Biotin Enhanced Kit (Ambion Cat #AM1791) was examined on the Agilent® 2100 bioanalyzer. Traces from 1:20 dilution of one representative whole blood aRNA sample and duplicate non-diluted GLOBINclear Kit samples were overlaid to observe the effects of globin mRNA depletion on aRNA profile. The whole blood aRNA is diluted to 1:20 so that the peak from the globin message will be on the same scale as the GLOBINclear aRNA samples. NGC=no GLOBINclear treatment, GC=GLOBINclear Kit-treated sample. |
Microarray Analysis
Biotin labeled aRNA derived from both donor
mice, with and without GLOBINclear Kit treatment, was hybridized
to Affymetrix Mouse 430A 2.0 GeneChips to assess the sensitivity
and reproducibility of the methods (2 donors x 3 replicates x
2 treatments = 12 arrays). Increased sensitivity resulting from
different RNA processing protocols can be evaluated in several
ways: number of genes called above background (Present Calls),
scaling factor, and signal intensity. As can be seen in Figure
2, Present Calls, scale factor, and mean signal all indicate
that GLOBINclear Kit processing results in increased signal-to-noise
ratios, and, hence, increased sensitivity. An average of 4753
and 5965 additional genes was called Present after globin depletion
for Donor 37 and Donor 45, respectively. This represents an average
increase of 119% genes that were called Present. Scale factor
also decreased substantially with GLOBINclear Kit treatment,
confirming the method’s positive effect on global signal.
Scale factor is an indirect measure of signal, with lower values
indicating higher array signal. Lastly, the actual mean signal
increased by nearly 30% caused by the GLOBINclear Kit treatment.
This last measure can also be observed in the signal distribution
histograms in Figure 3. For both donors, the signal distributions
shifted to the right (higher) and tailed off more gradually after
globin mRNA depletion (also see the signal standard deviation
in Figure 2). This indicates an increase in average signal and
greater sensitivity throughout the distribution. Higher signal,
especially for weakly expressed genes, results in better estimates.
Treatment/
Donor |
# Pres. Calls |
% Pres. Calls |
Scale Factor |
Avg
Bkgrnd |
GAPDH 3'/5' Ratios |
Actin 3'/5' Ratios |
Technical Replicate Correlation1 |
Mean Signal 2 |
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Whole Blood/Donor 37 |
3985 |
17.5 |
46.2 |
30.7 |
1.31 |
1.36 |
0.9912 |
3.67 (1.63) |
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GLOBINclear™ Kit/Donor 37 |
8738 |
38.5 |
7.6 |
35.7 |
1.5 |
1.27 |
0.9937 |
4.86 (2.13) |
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Whole Blood/Donor 45 |
4999 |
22 |
38.4 |
32 |
1.24 |
1.34 |
0.9936 |
3.84 (1.65) |
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GLOBINclear™ Kit/Donor 45 |
10964 |
50.1 |
5.1 |
35.9 |
1.1 |
1.17 |
0.9959 |
5.37 (2.23) |
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Figure 2. Mouse 430A 2.0 Quality Control Metrics for GLOBINclear™ Kit RNA and Untreated Whole Blood RNA. Present calls, scale factor, average background, and reference gene (b-actin, GAPDH) 3'/5' ratios were calculated using Affymetrix GeneChip® Operating Software (GCOS) with default settings and the TGT setting at 500. All values are averages for the triplicate GeneChips for each treatment/donor pair.
1 Technical replicate correlations are the mean values of all pairwise Pearson’s correlations within a treatment group. Signal estimates were calculated using Robust Multichip Average (RMA) separately for each treatment (i.e., GLOBINclear arrays and whole blood arrays were normalized separately).
2 Mean signal was calculated as for correlation values. There was no quantile normalization performed during RMA. Values in parenthesis represent the triplicate average standard deviation of the mean signal. RMA was performed using Partek’s Genomic Suite V6.2. |
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| Figure 3. Signal Distribution Histograms for Affymetrix Mouse 430A 2.0 GeneChips®. Log2 signal distributions are plotted for all four treatment/donor conditions (A–D). Each distribution represents the average of triplicate technical replicates. Signal was estimated by RMA without quantile normalization as in Figure 2. The box plots shown above each histogram indicates the mean and median values, the interquartile range (sides of box) and the upper and lower 0.5%, 2.5%, and 10% quantiles. JMP Statistical Analysis Software was used to build the plots. |
To summarize, this study demonstrated the beneficial
effects on sensitivity and reproducibility that can be achieved
by the Mouse RiboPure -Blood RNA Isolation Kit and GLOBINclear-Mouse/Rat
Globin mRNA Depletion technology. These methods introduce new
opportunities in the field of expression profiling of difficult
sample types, such as mouse and rat blood.
Scientific Contributors
Penn Whitley, Juanita Gonzales, Marianna Goldrick • Ambion
Inc.
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