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Specifications of Xeotron's Human Cancer Xeochips - Invitrogen

Specifications of Xeotron's Human Cancer Xeochips - Invitrogen

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<strong>Specifications</strong> <strong>of</strong> Xeotron’s<br />

XeoChip TM Gene Expression Bioarray


Xeochip Microarrays<br />

<strong>Human</strong> <strong>Cancer</strong> <strong>Xeochips</strong> were<br />

synthesized in situ using Xeotron’s<br />

patented PGR chemistry on<br />

micr<strong>of</strong>luidic chips. A total <strong>of</strong> 3728<br />

unique cancer genes are represented on<br />

the <strong>Human</strong> <strong>Cancer</strong> Xeochip by single<br />

45 mer oligonucleotide probes. These<br />

were derived from the National <strong>Cancer</strong><br />

Institute’s database, CGAP, and<br />

designed based on algorithms to<br />

optimize Tm, CG content and<br />

sequence complexity. In addition, for<br />

these experiments, a <strong>Human</strong><br />

Minicancer Xeochip with 252 probes<br />

repeated 15 times for a total <strong>of</strong> 3780<br />

was synthesized. An additional 384<br />

probes are present as redundancies<br />

designed for housekeeping,<br />

hybridization, and synthesis controls.<br />

2<br />

RNA Labeling<br />

Total RNA was purchased from<br />

Clonetech and reprecipitated in ethanol<br />

prior to use. Each experiment was<br />

performed with 100 µg <strong>of</strong> RNA, 50 µg<br />

labeled with Cy3 dye and 50 µg with<br />

Cy5 dye using Xeotron’s cDNA<br />

labeling kit. Briefly, 50 µg <strong>of</strong> total<br />

RNA was incubated with oligo dT<br />

primers, dNTP’s reverse transcriptase<br />

and the appropriate Cy dye in buffer at<br />

42° C for 90 min. The RNA was then<br />

removed by hydrolysis with NaOH at<br />

an increased temperature <strong>of</strong> 65° C for<br />

10 minutes. The resulting labeled<br />

cDNA was purified by elution from<br />

QIAGEN QiaQuick columns in 50 ul<br />

<strong>of</strong> 0.1X TE. Probe quality was<br />

assessed by measuring the O.D. ratios.<br />

Typically, cDNA with labeling ratios<br />

between 4 and 20 were obtained and<br />

used in the experiments. This<br />

translated into approximately 200 to<br />

400 ng. <strong>of</strong> labeled cDNA. Xeotron’s<br />

labeling kit is shown in Figure 1.<br />

Figure 1. Xeotron’s cDNA<br />

Labeling Kit


Microarray Hybridization<br />

Prior to hybridization the samples were<br />

pooled and evaporated in a Speed Vac.<br />

BSA (1mg/ml), formamide, and 20<br />

XSSPE were added to make the final<br />

concentration 6X SSPE and 25%<br />

formamide in 100 µl . Control spikes<br />

were added as indicated.<br />

Hybridizations were performed for 18<br />

hours at 32 °C by recirculating the<br />

sample through the microarray using<br />

Xeotron’s Manual Micr<strong>of</strong>luidic<br />

Station. Figure 2A.<br />

Microarray Washing<br />

Washing <strong>of</strong> the microarrays was<br />

performed by removal <strong>of</strong> the sample,<br />

followed by circulating 500 µl <strong>of</strong> 6X<br />

SSPE containing 25% formamide, 500<br />

ul <strong>of</strong> 6X SSPE and finally 500 µl <strong>of</strong><br />

1 X SSPE, sequentially. To stabilize<br />

the helices 250 µl <strong>of</strong> 6X SSPE was<br />

pumped through the chip for imaging.<br />

The bioarrays were imaged on an<br />

Axon 4000 B scanner at 100% power,<br />

120-micron focus, and PMT adjusted<br />

to the appropriate setting.<br />

3<br />

Analysis<br />

Analysis <strong>of</strong> the arrays was performed<br />

using ArrayPro s<strong>of</strong>tware (Cybermedia)<br />

and BiochipTools, a Matlab program,<br />

developed in-house. Array Pro was<br />

used to produce the rectangular grid<br />

necessary for feature extraction. Once<br />

extracted, the values were loaded into<br />

the Matlab program for analysis.<br />

Figure 2B. Xeotron’s<br />

BiochipTools for high<br />

throughput data processing and<br />

chip performance evaluation.<br />

Figure 2A. Xeotron’s Manual<br />

Micr<strong>of</strong>luidic Station


These experiments were designed to<br />

determine Xeochip performance when<br />

hybridized under optimal conditions.<br />

The specifications examined included<br />

sensitivity, signal noise, specificity,<br />

and spot variation. Bioarrays were<br />

also examined for probe performance<br />

and accuracy.<br />

Sensitivity,<br />

Linear Dynamic Range, and<br />

These experiments demonstrate the<br />

Xeochip is linear over 4 logs.<br />

To determine the lowest level <strong>of</strong><br />

detection (LLD) <strong>of</strong> the Xeochip, 1% <strong>of</strong><br />

the background intensity (excluding<br />

features which contained no<br />

oligonucleotide probe) was subtracted<br />

from the signal intensities. The<br />

concentration <strong>of</strong> target that could be<br />

detected after this calculation was<br />

Positional Effects 16 fM or approximately 0.96 per 10 6<br />

To measure the sensitivity and linear<br />

dynamic range <strong>of</strong> the Xeochip, a 45<br />

mer oligonucleotide labeled with Cy3<br />

was used as the target. The<br />

complementary probe was synthesized<br />

in 20 positions throughout the<br />

Xeochip. Figure 3 demonstrates that<br />

signal was detected at values as low as<br />

0.01 pM and the signal was linear to<br />

1000 pM with a regression coefficient<br />

<strong>of</strong> 0.97.<br />

LogSignal<br />

100000000<br />

10000000<br />

1000000<br />

100000<br />

10000<br />

1000<br />

100<br />

10<br />

(1 copy/cell).<br />

Sensitivity and Linear Dynamic Range<br />

This data further demonstrates that the<br />

reproducibility <strong>of</strong> hybridization on the<br />

Xeochip is not a function <strong>of</strong> position.<br />

The c.v. for each group <strong>of</strong> data was<br />

less than 12% with an average value <strong>of</strong><br />

8.8%.<br />

R 2 = 0.9747<br />

1<br />

0.01 0.1 1 10 100 1000 10000<br />

Target Concentration (pM)<br />

Figure 3. Line graph showing the linear dynamic range<br />

<strong>of</strong> the Xeochip using an oligonucleotide probe labeled<br />

with Cy3 dye.<br />

4


System Noise<br />

To evaluate system noise in our<br />

bioarrays, self versus self<br />

hybridizations were performed on the<br />

<strong>Human</strong> <strong>Cancer</strong> XeoChip. Significant<br />

deviation from a log ratio <strong>of</strong> 0 will<br />

lead to false positives. Background<br />

intensities <strong>of</strong> control features<br />

containing no probe are extremely low<br />

in these arrays; therefore, in order to<br />

increase stringency, 3% <strong>of</strong> the lowest<br />

signal intensities plus the standard<br />

deviation was subtracted from each<br />

intensity value prior to calculation <strong>of</strong><br />

the results. Figure 4 is a representative<br />

histogram showing the log ratios.<br />

Greater than 96% <strong>of</strong> the population fall<br />

between -0.176 and 0.176 which is<br />

equivalent to a 1.5-fold change in<br />

either direction. Data for this figure<br />

was derived from the log ratio plot<br />

shown in Figure 3.<br />

5<br />

Figure 4. Histogram <strong>of</strong> log ratios for self<br />

versus self experiments. Data shown is<br />

a representative experiment in which<br />

universal RNA was used as the target.<br />

Data is from the XeoEX <strong>Human</strong> <strong>Cancer</strong><br />

bioarray containing 3899 probes shown<br />

in Figure 5.<br />

Figure 5. Representative<br />

log ratio plot <strong>of</strong> self<br />

versus self experiments<br />

performed with universal<br />

RNA on the <strong>Human</strong><br />

<strong>Cancer</strong> Xeochip. Blue<br />

data points are<br />

statistically similar to<br />

each other and therefore<br />

have a log ratio <strong>of</strong> 0.<br />

Red data points are<br />

statistically different. All<br />

statistical data is<br />

collected at a<br />

p value < 0.01.


Specificity <strong>of</strong> Hybridization<br />

Xeotron uses the GAP gene as a<br />

housekeeping control and to monitor<br />

hybridization specificity for human<br />

samples. On each Xeochip, eight<br />

redundant perfect match GAP probes<br />

and GAP probes with three adjacent<br />

mismatches are included. Figure 6<br />

shows the data from 14 independent<br />

experiments.<br />

Even at temperatures as low as 24 °C,<br />

specificity is still extremely precise.<br />

This data indicates that through the use<br />

<strong>of</strong> Xeotron’s <strong>Xeochips</strong> and<br />

Micr<strong>of</strong>luidic systems, sequences must<br />

have at least 93% homology to the<br />

probes on the <strong>Xeochips</strong> before signal<br />

will be detected.<br />

Figure 6. Demonstration <strong>of</strong> specificity <strong>of</strong> Xeochip. Plotted are intensity<br />

results from 14 individual experiments over a range <strong>of</strong> hybridization<br />

temperatures from 24 °C to 42 °C. The top graph is the perfect match probe;<br />

while the bottom is the mismatched probe. <strong>Xeochips</strong> are now routinely<br />

hybridized at 32 °C in the presence <strong>of</strong> formamide.<br />

Xeochip Probe Performance<br />

To validate Xeochip probe design three<br />

experiments were performed using<br />

universal RNA labeled with Cy3 and<br />

Cy5. Background was calculated by<br />

first excluding all blanks features. The<br />

lowest 2% <strong>of</strong> the signal intensities were<br />

6<br />

then averaged and the standard deviation<br />

derived. These values were summed and<br />

then subtracted from each individual<br />

intensity. In each case, over 3200<br />

probes showed intensity levels over<br />

background, accounting for greater than<br />

85% <strong>of</strong> the total number found on the<br />

<strong>Human</strong> <strong>Cancer</strong> Xeochip.


Accuracy <strong>of</strong> Log Ratio<br />

To assess the accuracy <strong>of</strong> the log ratio,<br />

and ultimately the quality <strong>of</strong> the data<br />

derived from the Xeochip, a series <strong>of</strong><br />

hybridizations were performed with a<br />

synthetic 90 mer transcript prepared in<br />

an in vitro reaction.<br />

The transcript was labeled with either<br />

Cy3 or Cy5 and mixed at the ratios<br />

indicated in the table below. Figure 7<br />

shows the expected and observed log<br />

ratios <strong>of</strong> the spikes.<br />

Transcript Target Cy3 Target Cy5 Target Spike-in ratio (Cy3:Cy5)<br />

PUC5 5 ng 5 ng 1:1<br />

PUC6 5 ng 20 ng 1:4<br />

PUC25 5 ng 80 ng 1:16<br />

PUC27 5 ng 640 ng 1:128<br />

Figure 7. Titration <strong>of</strong> Cy3 labeled or Cy5 labeled transcript to measure the<br />

accuracy <strong>of</strong> the log ratio.<br />

7


Xeochip Performance<br />

Spot uniformity is an indication <strong>of</strong> the<br />

quality <strong>of</strong> an array. High uniformity is<br />

obtained when the pixel strength is<br />

equivalent throughout the spot. Since<br />

the probes on the Xeochip are<br />

synthesized in situ, Xeochip spots<br />

typically have low c.v. values. Figure 8<br />

demonstrates that spots on any single<br />

XeoChip have, on average, less than<br />

10% c.v. Data averaged from three<br />

<strong>Human</strong> <strong>Cancer</strong> XeoChips yielded c.v.<br />

values <strong>of</strong> 0.045 for the Cy3 channel and<br />

0.065 for the Cy5 channel.<br />

In addition, because the spot<br />

uniformity is so consistent with<br />

<strong>Xeochips</strong>, they are much easier to grid.<br />

Xeotron provides a grid file that can be<br />

quickly snapped into place. Figure 9 is<br />

an image <strong>of</strong> a typical chip gridded and<br />

ready for data extraction.<br />

Figure 8. Representative histogram <strong>of</strong> spot c.v. for (right panel) the Cy3<br />

channel and (left panel) the Cy5 channel. A total <strong>of</strong> more than 280 genes<br />

were used in these measurements from a <strong>Human</strong> <strong>Cancer</strong> Xeochip<br />

8<br />

Figure 9. Close-up <strong>of</strong> a<br />

Xeochip with a grid. Because<br />

<strong>of</strong> the uniformity <strong>of</strong> the<br />

Xeochip, A Xeotron supplied<br />

grid is simply overlaid to a tiff<br />

image and pulled into place.


Reproducibility<br />

As a measure <strong>of</strong> reproducibility, spot-tospot<br />

c.v.s were compared. After<br />

background subtraction, 259 features<br />

were compared on two separate <strong>Human</strong><br />

<strong>Cancer</strong> XeoChips for both the Cy3 and<br />

the Cy5 channel (Figure 10). The<br />

average c.v. for the Cy3 channel was<br />

10% while that for the Cy5 channel was<br />

12%.<br />

Figure 10. Representative histogram showing spot-to spot c.v.<br />

(Right panel) The Cy3 channel had an average c.v. <strong>of</strong> 10% while<br />

(left panel) the Cy5 channel had an average c.v. <strong>of</strong> 12%.<br />

Figure 11. Hierarchical clustering analyses for 25 experiments, in<br />

which 12 experiments used universal cDNA for both Cy3 and Cy5 and<br />

13 experiments used skeletal muscle versus brain cDNA. Consistency<br />

<strong>of</strong> ratio measurements is observed.<br />

9


Detection <strong>of</strong> Differential Expression<br />

To investigate the accuracy <strong>of</strong> detecting<br />

differential expression, a series <strong>of</strong><br />

experiments were performed using<br />

labeled cDNA prepared from either total<br />

brain or skeletal muscle RNA. Five<br />

Minicancer <strong>Xeochips</strong> were hybridized to<br />

a 1:1 mixture <strong>of</strong> the labeled cDNA.<br />

Figure 12 is a representative image from<br />

an experiment in which the muscle RNA<br />

was labeled with Cy3 and the brain with<br />

Cy5. To further demonstrate<br />

reproducibility, the color reversal<br />

experiment was performed and the<br />

results are also shown in Figure 13. In<br />

this case the brain cDNA was labeled<br />

with Cy3 while the skeletal muscle was<br />

labeled with Cy5.<br />

Figure 12. (Left panel) Representative log plot <strong>of</strong> the differential<br />

expression <strong>of</strong> genes in skeletal muscle RNA (Cy3) vs. brain RNA (Cy5).<br />

(Right panel) Representative log plot <strong>of</strong> the differential expression <strong>of</strong><br />

genes in brain RNA (Cy3) vs. skeletal muscle RNA (Cy5). The red data<br />

points are genes significantly differentially expressed (p


Figure 13. Color reversal experiment demonstrating<br />

reproducibility <strong>of</strong> <strong>Human</strong> <strong>Cancer</strong> Xeochip. Data was derived<br />

from plots above. (Left panel) Log ratio <strong>of</strong> the skeletal muscle<br />

(Cy3) to brain (Cy5) vs the brain (Cy3) to skeletal muscle (Cy3).<br />

This data has a regression correlation coefficient <strong>of</strong> 0.89.<br />

(Right panel) Data from separate <strong>Xeochips</strong> using the labels as<br />

before were compared in silico. In this case the regression<br />

coefficient was 0.96. This demonstrates the reproducibility <strong>of</strong><br />

the Xeochip.<br />

11

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