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Differential Display News
Volume 2, Number 1 April 1997
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Differential Display, Subtractive Hybridization, or Electronic Subtraction: A Comparative Study.

Jackson S.Wan et al. have completed a quantitative and comparative study of electronic subtraction (ES), subtractive hybridization (SH), and differential display (DD), the three most widely used methods for the study of differential gene expression. Their findings were published in Nature Biotechnology (1996) 14:1685-1691. The purpose of this study was to evaluate the effectiveness of these three methods within the same experimental system and to evaluate the results based upon the expected population of expressed mRNAs (number of messages and relative abundance of the messages). The experimental system chosen for this comparison was control HeLa cells and HeLa cells given a 48 hour treatment with interferon (IFN-g).

To summarize, electronic subtraction involves the construction of cDNA libraries from the control and treated cells. This is followed by a massive sequencing effort (1000 random picks from each library) and a comparison of the redundancies of the sequences. Subsequent northern analysis indicated that 7 of 24 candidates for differential gene expression could be classified as induced (1 in 3.4). Increasing the stringency of the candidate selection conditions increased the hit rate at the cost of missing some differentially expressed messages.

Subtractive hybridization eliminates the need for large scale sequencing by removing (or subtracting) cDNAs common to both control and treated samples. Following subtraction, a cDNA library was constructed. Two hundred sixty nine cDNA clones were randomly selected for sequencing - 186 of which were unique. Thirty-three of the 186 clones were confirmed by a Northern to be induced by IIFN-g (1 in 5.6). Wan et al. also conducted an analysis of the redundancy and concluded that as with ES mRNA prevalence also effects the identification of the differentially expressed mRNAs when applying the method of subtractive hybridization.

Differential display was evaluated in light of the criticisms which it has received: high false positives, a questionable ability to identify both abundant and rare messages, the usefulness of targeting non-coding regions for gene identification, and the time and amount of RNA required for verification. Eighteen arbitrary primers were used in combination with four two-base anchored primers. Eighty putative differentially expressed cDNAs were cloned, 39 of which were determined to be true positives (1 in 2) (23 were distinct cDNAs). The calculated prevalence of the distinct differentially expressed cDNAs ranged from 1/214 to 1/20,000, indicating that DD identifies both abundant and rare messages. DD was determined to identify the cDNAs in a sequence dependent manner as opposed ES and SH where the mRNA abundance affects the outcome. The abundant messages identified by SH and ES were not necessarily found by DD.

Wan et al. concluded that Differential Display has many advantages over ES and SH: (1) It requires less RNA, (2) It identifies mRNAs in a sequence dependent manner (unrelated to the abundance of the message), (3) It simultaneously identifies upregulated and downregulated mRNAs (unlike SH), (4) It is relatively inexpensive and accessible to most labs (unlike ES) and (5) It provides a quick assessment of results allowing early evaluation of the experimental system. They found that the false positive rate is equal to or lower than the competing methods and that DD had no trouble identifying rare messages. The WashU-Merck EST database was helpful in identifying the gene following the cloned 3' untranslated region.

In short many of the challenges offered to differential display have been addressed. Differential display remains the current method of choice for cloning differentially expressed genes. Another benefit of this method is that it offers a systematic approach to the evaluation of differential gene expression. Because this approach relies on the sequence of an arbitrary primer to target various cDNAs, the use of multiple arbitrary sequences can target a wide range of cDNA sequences. The primer design developed by Liang et al. involving single-base anchored primers in combination with arbitrary 13mers (NAR 1994, 22:5763-5764) even further establishes DD as a superior method by reducing the extent of the redundancy problems identified by Wan et al. and creating a more reproducible banding pattern.


Literature Reviews: Successful Gene Hunters

Differential display technology is a mechanism based strategy by which alterations in gene expression are identified in eukaryotic cells. Careful choice of an experimental system with well controlled samples is essential for identifying relevant genes whose expression might fit into a mechanism or hypothesis. Moreover, years of effort may still be required to unravel the biological functions of these genes. Recently, this hard work of characterization is beginning to shed light on the biological function of genes identified by Differential Display. Listed here are several exciting works published recently in high quality peer-reviewed journals.

GenHunter would like to congratulate these researchers for their great work that helps to validate the power of differential display technology. GenHunter is proud of the role our products have played in the successful use of this method. We wish them best of luck and continued success.

1. "Identification of a novel vertebrate circadian clock-regulated gene encoding the protein nocturnin". Carla B. Green and Joseph C. Besharse. Proc. Natl. Acad. Sci. USA. (1996) 93:14884-14888.
This work is one of the finest examples for the use of the differential display method to identify changes in gene expression, in this case, caused by an organism's day-night cycle which is also called the circadian clock. Using photoreceptors of frog retina where the circadian clock is located and set, Drs. Green and Besharse from University of Kansas Medical Center compared the pattern of gene expression in the retina under complete darkness post-synchronization by day-night cycles. They identified a putative transcription factor which they call nocturnin (stands for night factor) whose expression is turned on immediately following the night cycle. They showed that nocturnin gene expression is regulated by a transcriptional mechanism and its expression in the animal is restricted to the retina. The rhythmic expression and the nature of nocturnin suggest that this gene may be a major component or effector of the circadian clock.

Further readings of interest:
"Use of a high stringency differential display screening for identification of retina mRNAs that are regulated by a circadian clock". Carla B. Green and Joseph C. Besharse. Mol. Brain Res. (1996) 37:157-165.
"Circadian timekeeping: Loops and layers of transcriptional control" Charles J. Weiz. Proc. Natl. Acad. Sci. USA. (1996) 93:14308-14309.

2. "Wild-type p53 negatively regulates the expression of a microtubule-associated protein". Maureen Murphy, Adrian Hinman and Arnold J. Levine. Genes & Development. (1996) 10:2971-2980.
Much of the work on the p53 tumor suppressor gene has been focused on its transcriptional activation of the down stream genes, with p21 cyclin dependent kinase cloned by subtractive hybridization being the best example. However, none of the genes identified so far as p53 target genes can account for the tumor suppression activity of p53. Using differential display, Dr. Arnold Levine, one of the discovers of p53, and his colleagues from Princeton University attempted to identify genes whose expression may be down regulated instead of activated by the wild-type p53 tumor-suppressor protein. In this article they report the identification of a gene called MAP4, a protein previously associated with microtubules. They showed that agents which can inhibit the p53-mediated transcriptional repression and apoptosis also can abolish the alteration in MAP4 expression by wild-type p53. By ectopic expression of MAP4 in cells that are induced to undergo apoptosis, they were able to show that MAP4 expression could significantly delay this process, suggesting that the negative regulation of MAP4 by p53 may be necessary for rapid progression of cell death.

3. "Secretory leukocyte protease inhibitor: a macrophage product induced by and antagonistic to bacterial lipopolysaccharide". Fen-yu Jin, Carl Nathan, Danuta Radzioch and Aihao Ding. Cell. (1997) 88:417-426.
Septic shock is an often lethal response to endotoxin or bacterial lipopolysaccharide (LPS) as a result of bacterial infection. The molecular mechanism that mediates this response which causes tens of thousands of deaths every year is still obscure. Dr. Ding and colleagues from Cornell University Medical College reported in this paper the identification of a secretory leukocyte protease inhibitor (SLPI), a key molecule which may be responsible for the individual difference in the degree of responsiveness to LPS. Since macrophages are the most responsive cell type to LPS stimulation, Dr. Ding's group used differential display to compare the pattern of mRNA expression in macrophage cell lines derived from two strains of mice congenic for a locus affecting LPS sensitivity. They successfully identified a gene previously identified as a secretory leukocyte protease inhibitor which is expressed constitutively in LPS insensitive mice but absent in LPS responsive mice. They showed that ectopic expression of SLPI in LPS responsive cells could suppress their LPS responsiveness, as measured by the activation of NF-kB and production of nitric oxide and TNFa. It is known that interferon-g could restore the LPS responsiveness in macrophages from LPS hyporesponsive mice. This work demonstrates that the effect of interferon-g is mediated by the down regulation of SLPI expression, thus rendering the cells sensitive to LPS.


Ask the Expert!

Given the enormous popularity and success of differential display technology in detecting alterations in gene expression in diverse biological systems, we recently asked one of the inventors and also the founder of GenHunter Corporation, Dr. Peng Liang, to share with us his advise for those who may still be having difficulty with this method.

Looking back at many of the revolutionary technologies developed in the history of molecular biology, they all share one thing is common: beautiful simplicity. These technologies include DNA cloning, DNA sequencing, Southern and Northern blotting and PCR. The wide-spread use of the differential display method, I believe, must be attributed to its simplicity. The method basically combines two simple techniques to systematically amplify and resolve the mRNA species in a cell: PCR and sequencing gel electrophoresis. Although the simplicity of differential display ensures the likelihood for its successful use, many factors may still significantly effect the ability to successfully identify and clone differentially expressed genes.


The following are a list of some of the most significant factors that could be problematic for the method:

>
Factors

Contamination of chromosomal DNA in RNA.

Symptoms

cDNA pattern does not change with or without reverse transcription.

Solutions

DNase treat RNA

Integrity and concentration of RNA Only seeing low MW cDNA (<300 bp). Variable band intensity between lanes. Always gel analyze the RNA quality and quantity prior to DD.
Quality of primers Faint bands or bands that don't change with changing primer combinations. High background smear. Find reputable suppliers. Do not use long primers under low stringency.
Quality of MMLV RT Non-reproducible cDNA pattern,
few or faint bands.
Find reputable suppliers. Test different enzymes.
Quality of Taq polymerase Few or faint bands. Amplitaq (Perkin-Elmer); Taq Pol (Qiagen) - the best.
Type of isotopes Few or faint bands.
High background smear.
Use a-[33P] dATP (NEN).
Polyacrylamide gel electrophoresis Ugly looking gel, curved lanes.
Fuzzy bands.
Use National Diagnostics Sequagel-6. Prerun gel for > 30 min. Flush urea out of well every few lanes while loading samples.
X-ray film Few or faint bands. Never use Reflection film (NEN). Kodak BioMax MR film the best.
Picking bands

High rate of false positives. Never pick bands unless reproducible. Pick a difference where the bands above or below it are the same among samples.


Feedback...

"At the first of the year I decided that the use of differential display could possibly be useful in my research. After casting around for a good place to start, I ran across your catalog and decided to give the RNAimage kit a try. I had planned on at least three months to standardize procedures for my application and did not expect to get useful data for at least 9 months to a year. Well to my great joy, I found that we were able to get consistent differential display gels with the first try. We have also used your suggested procedure for the reamplification of cDNA products and have found as you stated that products (of the correct size!!) are nearly always produced after a single round of PCR. For screening the cDNAs I decided to go with your pCR-TRAP cloning system and ReversePrime cDNA labeling kit...and guess what? They work great!!" Tom Reynolds, Ph.D. University of North Carolina

"I think the thing most people overlook with differential display is experimental design. Everyone is caught up in which primers, what temperature...I have been very successful at using differential display to find differentially expressed genes. Advice? First off, we use the GenHunter RNAimage kits (all ten). These guys invented the technique, and they work well. The biggest advice is to always run replicates on the same sequencing gel. Run one set of control and treated RNA sample RT/PCR then a separate set representing a different experiment. If a band appears (or disappears) in both treated lanes, in our hands, its real!" Denis Maxwell, Ph.D. Michigan State University

"I would like to tell you that [your kits] have been extremely valuable to me. I am certain I would have abandoned molecular biology and the differential display procedure if I had not had access to your RNAimage kits and the PCR-trap Cloning System. The fact that a non-molecular biologist like myself has been able to use your kits (along with the insights of Drs. Liang and Pardee) to successfully isolate gene fragments unique to a biological process like ovulation is, in itself, a testimony to the facility and applicability of your products." Lawrence Espey, Ph.D. Trinity University, Texas


Upcoming Events!

April 12-16, 1997 - American Association for Cancer Research annual meeting (San Diego, CA)

June 24-28, 1997 - GenHunter is sponsoring a week-long Differential Display workshop being offered by Vanderbilt University Medical Center (see ad in Feb. 13 and March 13 issues of Nature Magazine).


*Notice: Contributions Welcome*
To all users of differential display: The Differential Display News division of GenHunter Corporation encourages readers to contribute comments on relevant articles, particular technical insights, or new developments. Contributions selected for publication will receive a $200 credit for GenHunter reagents.

Please send contributions to:
Differential Display News
GenHunter Corporation
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Nashville, TN 37211
Phone: (615) 833-0665
Fax: (615) 832-9461

 
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