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A team of computer
engineers at City University (CityU) are helping biologists crack a problem
of more accurately reading microimages of genes.
Prof
Hong Yan and his researchers have developed computer software that reduces
the error rate of reading a DNA chip by about half. This means computer
images of a DNA chip, or slide, packed with about 10,000 genes can be
read in one day instead of about two.
Gene
microarrays using Prof Yans software (left) and existing software.
White circles on the right show missing data
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Tests
show the software, named GeneIcon, outperforms the currently widely-used
program. An application to patent GeneIcon is being made. Analysing genes
is important to biologists in identifying the causes of disease and the
effects on the body of therapeutic drugs.
In preparation
for analysis, a DNA chip is converted to computer images with the use
of a laser scanner. Problems in the scanning, said Prof Yan, are similar
to optical character reader processing where some characters are omitted
or misformed. Someone then has to clean up the computer image manually.
Its
a time-consuming business but our software considerably reduces the need
for manual correction. Images break down because of noise; dust,
scratches, and dirt. Low contrast is also a problem. GeneIcon stills need
polishing, said Prof Yan. Improvements include a more friendly
user interface.
The cross-disciplinary
project is in collaboration with biologists at CityU. The next stage of
the research is to work with biologists on computer analysis of DNA chip
data to study gene functions.
Existing
techniques are still very primitive, said Prof Yan. Were
helping the biologists by providing them with tools to do their job. Theres
quite a gap between electronic engineering and biology but, by doing this,
we are helping to bridge that gap.
Principal Investigator
Prof Hong Yan: h.yan@cityu.edu.hk
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