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This course is a short series of lectures on Statistical Bioinformatics. Topics covered are listed in the Table of Contents. The notes were preparedby Ewa Paszek, Lukasz Wita and Marek Kimmel. The development of this course has been supported by NSF 0203396 grant.

Cdna-basic concept

[link] Recently, several types of the DNA microarrays were introduced. Applications of microarrays range from the study of gene expression in yeast( Lashkari et al., 1997) under different environmental stress conditions to the comparison of gene expression profiles for tumors from cancer patients (Golub et al., 1999). The first approach is to use the chemically synthesized form of DNA called COMPLEMENTARY DNA (cDNA) , which contains only coding part of the sequence, complementary to its corresponding mRNA transcript. Microarrays have a form of microscope slides containing hundreds to thousands of immobilized DNA samples that are hybridized in a manner very similar to the Northern (Alwine et al., 1977)and Southern blot (Southern, 1975). The main function of a microarray is to detect the level of mRNA transcript of genes of interest. The plates are incubated in the solution containing genetic material under consideration. The mRNA transcripts floating in the solution would hybridize to their complementary cDNA, previously placed on the microarray chip. Since the cDNA on the chip is fluorescently labeled, every spot will emit a light in the ultraviolet environment, intensity of which depends on the amount of hybridized mRNA (Schena et al., 1995). The differentiation of the cDNA’s ultraviolet dye allows the comparison of the gene expression under different experimental conditions (case- control studies). The preparation of the microarray for case-control study is schematically depicted on Figure 1. Initial data obtained from DNA microarrays are in the form of scanned images. Coding the gene expression by means of colors can be helpful for building d genetic maps and graphical data processing. Expression gene map is presented in the form of a table; the rows of which corresponds to the consecutive genes and columns represent different samples, for example under multiple experimental conditions or for different patients. More informations available at: Bioconductors , follow link to training .

The spotted array technology.

Overview of Procedures for Preparing and Analyzing Microarrays of Complementary DNA (cDNA). As shown in Panel A, reference RNA and tumor RNA is labeled by reverse transcription with different fluorescent dyes (green for the reference cells and red for the tumor cells) and hybridized to a cDNA microarray containing robotically printed cDNA clones. As shown in Panel B, the slides are scanned with a confocal laser-scanning microscope, and color images are generated for each hybridization with RNA from the tumor and reference cells. Genes up-regulated in the tumors appear red, whereas those with decreased expression appear green. Genes with similar levels of expression in the two samples appear yellow. Genes of interest are selected on the basis of the differences in the level of expression by known tumor classes (e.g., BRCA1-mutation–positive and BRCA2-mutation–positive). Statistical analysis determines whether these differences in the gene-expression profiles are greater than would be expected by chance. As shown in Panel C, the differences in the patterns of gene expression between tumor classes can be portrayed in the form of a color-coded plot, and the relations between tumors can be portrayed in the form of a multidimensional-scaling plot. Tumors with similar gene-expression profiles cluster close to one another in the multidimensional-scaling plot.

cDNA arrays - detailed informations.
Oligonucleotide arrays.

Questions & Answers

A golfer on a fairway is 70 m away from the green, which sits below the level of the fairway by 20 m. If the golfer hits the ball at an angle of 40° with an initial speed of 20 m/s, how close to the green does she come?
Aislinn Reply
cm
tijani
what is titration
John Reply
what is physics
Siyaka Reply
A mouse of mass 200 g falls 100 m down a vertical mine shaft and lands at the bottom with a speed of 8.0 m/s. During its fall, how much work is done on the mouse by air resistance
Jude Reply
Can you compute that for me. Ty
Jude
what is the dimension formula of energy?
David Reply
what is viscosity?
David
what is inorganic
emma Reply
what is chemistry
Youesf Reply
what is inorganic
emma
Chemistry is a branch of science that deals with the study of matter,it composition,it structure and the changes it undergoes
Adjei
please, I'm a physics student and I need help in physics
Adjanou
chemistry could also be understood like the sexual attraction/repulsion of the male and female elements. the reaction varies depending on the energy differences of each given gender. + masculine -female.
Pedro
A ball is thrown straight up.it passes a 2.0m high window 7.50 m off the ground on it path up and takes 1.30 s to go past the window.what was the ball initial velocity
Krampah Reply
2. A sled plus passenger with total mass 50 kg is pulled 20 m across the snow (0.20) at constant velocity by a force directed 25° above the horizontal. Calculate (a) the work of the applied force, (b) the work of friction, and (c) the total work.
Sahid Reply
you have been hired as an espert witness in a court case involving an automobile accident. the accident involved car A of mass 1500kg which crashed into stationary car B of mass 1100kg. the driver of car A applied his brakes 15 m before he skidded and crashed into car B. after the collision, car A s
Samuel Reply
can someone explain to me, an ignorant high school student, why the trend of the graph doesn't follow the fact that the higher frequency a sound wave is, the more power it is, hence, making me think the phons output would follow this general trend?
Joseph Reply
Nevermind i just realied that the graph is the phons output for a person with normal hearing and not just the phons output of the sound waves power, I should read the entire thing next time
Joseph
Follow up question, does anyone know where I can find a graph that accuretly depicts the actual relative "power" output of sound over its frequency instead of just humans hearing
Joseph
"Generation of electrical energy from sound energy | IEEE Conference Publication | IEEE Xplore" ***ieeexplore.ieee.org/document/7150687?reload=true
Ryan
what's motion
Maurice Reply
what are the types of wave
Maurice
answer
Magreth
progressive wave
Magreth
hello friend how are you
Muhammad Reply
fine, how about you?
Mohammed
hi
Mujahid
A string is 3.00 m long with a mass of 5.00 g. The string is held taut with a tension of 500.00 N applied to the string. A pulse is sent down the string. How long does it take the pulse to travel the 3.00 m of the string?
yasuo Reply
Who can show me the full solution in this problem?
Reofrir Reply
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Source:  OpenStax, Introduction to bioinformatics. OpenStax CNX. Oct 09, 2007 Download for free at http://cnx.org/content/col10240/1.3
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