Clinical Chemistry Link to Randox Laboratories Web Site
HOME HELP FEEDBACK SUBSCRIPTIONS ARCHIVE SEARCH TABLE OF CONTENTS
 QUICK SEARCH:   [advanced]


     


Clinical Chemistry 45: 619-624, 1999;
This Article
Right arrow Abstract Freely available
Right arrow Full Text (PDF)
Right arrow Submit an electronic Letter to
the Editor about this paper
Right arrow Alert me when this article is cited
Right arrow Alert me when eLetters are posted
Right arrow Alert me if a correction is posted
Right arrow Citation Map
Services
Right arrow Email this article to a friend
Right arrow Similar articles in this journal
Right arrow Similar articles in ISI Web of Science
Right arrow Similar articles in PubMed
Right arrow Alert me to new issues of the journal
Right arrow Download to citation manager
Right arrow reprints & permissions
Citing Articles
Right arrow Citing Articles via HighWire
Right arrow Citing Articles via ISI Web of Science (17)
Right arrow Citing Articles via Google Scholar
Google Scholar
Right arrow Articles by Loitsch, S. M.
Right arrow Articles by Bargon, J.
Right arrow Search for Related Content
PubMed
Right arrow PubMed Citation
Right arrow Articles by Loitsch, S. M.
Right arrow Articles by Bargon, J.
Related Collections
Right arrow Molecular Diagnostics and Genetics
Right arrow Pediatric Clinical Chemistry
Right arrow Automation and Analytical Techniques
(Clinical Chemistry. 1999;45:619-624.)
© 1999 American Association for Clinical Chemistry, Inc.


Articles

Reverse Transcription-Competitive Multiplex PCR Improves Quantification of mRNA in Clinical Samples—Application to the Low Abundance CFTR mRNA

Stefan M. Loitsch1, Stefan Kippenberger2, Nurlan Dauletbaev1, Thomas O.F. Wagner1 and Joachim Bargon1,a

1 Department of Internal Medicine, Division of Pulmonary Medicine, and
2 Department of Dermatology, University Hospital Frankfurt, Theodor Stern Kai 7, 60590 Frankfurt, Germany.
a Author for correspondence. Fax 0049-69-63017391; e-mail Bargon{at}t-online.de


   Abstract
Top
Abstract
Introduction
Materials and Methods
Results and Discussion
References
 
Background: To monitor gene therapy, we wished to quantify cystic fibrosis transmembrane conductance regulator (CFTR) mRNA. We developed a PCR-based method to measure CFTR mRNA in clinical samples.

Methods: Expression was determined by reverse transcription-competitive multiplex PCR (RCMP) for CFTR and glyceraldehyde-3-phosphate dehydrogenase (GAPDH) transcripts, and for serial dilutions of two internal cDNA standards consisting of CFTR and GAPDH mutants containing short deletions. The RCMP used simultaneous amplification of the gene of interest with a reporter gene in one reaction tube. The expression of CFTR was calculated with reference to the amount of GAPDH to correct for variations in initial RNA loading.

Results: Amplification of cDNAs derived from different amounts of RNA (1–4 µg) gave similar GAPDH/CFTR ratios, with a coefficient of variation (CV) below 7.5%. RCMP was applied on nasal and bronchial brushings and shows a high variability of CFTR expression in non-cystic fibrosis donors.

Conclusion: This method is precise and reproducible and advantageous for use with limited amounts of tissue, such as from biopsies or from nasal or bronchial brushings.© 1999 American Association for Clinical Chemistry


   Introduction
Top
Abstract
Introduction
Materials and Methods
Results and Discussion
References
 
Quantifying cystic fibrosis transmembrane conductance regulator (CFTR)1 mRNA in vivo is a prerequisite for monitoring gene therapy and is essential for the understanding of regulation and function of this gene. However, quantification is difficult, primarily for two reasons. First, CFTR mRNA is a low abundance mRNA, with ~0.1–1 copies per cell in the respiratory tract (1). Second, the cellular yield of biopsies and bronchial or nasal brushings is very low; therefore, Northern blot analysis or the ribonuclease protection assay are impractical because of their limited sensitivity. Reverse transcription (RT)-PCR has been shown to be several orders of magnitude more sensitive than traditional techniques (2), and it is one of the most widely used approaches for the quantification of mRNA. Despite the development of a variety of procedures, quantification by RT-PCR is difficult, and many investigators are skeptical about the quantitative aspect of PCR (3).

One of the first attempts to use PCR for quantification of CFTR was the measurement of the relative amount of CFTR mRNA in a sample by reference to the amount of a control gene, either in the same (internal standardization) or in a parallel reaction tube (external standardization) (1). Because the primers for the different genes commonly have different annealing kinetics, it is not possible to directly relate the amount of amplification products of the different genes. Another major disadvantage of this approach is that quantification is restricted to the early exponential phase of PCR, where only the template is limiting. As a consequence, high- and low-copy mRNAs are not suitable for coamplification, because a high-copy target may already be in the plateau phase even when a low-copy target is still not detectable. This could be circumvented in part by the so-called primer dropping method, in which the primers of the high-copy mRNA were added after some cycles of the PCR, according to the abundance of the corresponding PCR products (4). One problem persists in all these approaches: differences in the initial loading with RNA could drive the PCR in the plateau phase for the high-copy gene without any control for the investigator. All these problems mean that such experiments are imprecise and increasingly inconvenient in practice.

During the last few years, attempts have been made to develop procedures that drive the PCR reaction to the plateau phase or further, yielding greater accumulation of product combined with higher sensitivity and better reproducibility. This was achieved by competitive PCR (1)(5)(6), which has been used for the quantification of CFTR mRNA in endometrium (7). Competitive PCR is based on the competitive coamplification of a specific target sequence together with known concentrations of an internal standard (competitor) in one reaction tube. A dilution series is used either from the analyzed target or the competitor fragment, and identical amounts of the other component are added to each of the reaction tubes. The internal standards share identical primer recognition sites with the target and should be amplified with the same efficiency. Internal standards using the same primers for amplification must be different from the target sequence to allow a physical separation during gel electrophoresis. This is achieved by modifications such as deletions, insertions, or additionally introduced restriction sites. However, even competitive PCR does not control for the initial loading of RNA.

The accuracy of competitive RT-PCR was potentiated by the simultaneous determination of a gene of interest with a reporter gene in one reaction tube as a combination of endogenous and exogenous internal standards (8)(9)(10). The expression of the gene of interest is then calculated with reference to the titrated concentration of the reporter gene. We have used this method to investigate small amounts of material such as nasal or bronchial brushings as well as cell culture. RT-competitive multiplex PCR improves competitive RT-PCR and mRNA quantification in general because of the simultaneous amplification of high- and low-copy mRNA.


   Materials and Methods
Top
Abstract
Introduction
Materials and Methods
Results and Discussion
References
 
tissues and cell lines
We studied 16HBE14o cells (11) and nondiseased respiratory epithelium obtained from second-order bronchi by fiberoptic bronchoscopy with a standard cytology brush or from nasal brushings of the inferior turbinate with Curaprox LS brushes (Curaden AG). Cells were suspended immediately in cold DMEM/Ham's F12.

isolation of rna
Total cellular RNA was isolated from nasal and bronchial brushings by RNAzol BTM (Wak-Chemie). After the addition of RNAzol B, bronchial epithelial cells were homogenized by QIAshredderTM (Qiagen). Contaminating DNA was removed by incubation of 5 µg of total RNA with 1 U of RNase-free DNase (Boehringer Mannheim) in 50 µL of 1x transcription buffer (50 mmol/L Tris-HCl, pH 8.3, 75 mmol/L KCl, 3 mmol/L MgCl2, 10 mmol/L dithiothreitol; Life Technologies) for 20 min at 37 °C. The RNA was phenol/chloroform extracted, isopropanol precipitated, and reconstituted in diethylpyrocarbonate-treated water.

reverse transcription
RNA (1–5 µg) was reverse transcribed into cDNA in 20 µL of 1x transcription buffer containing 1.5 mmol/L each dNTP, 100–500 ng of random hexamers, and 200 U of Superscript II-reverse transcriptase (Life Technologies) in the reaction volume. Incubation was performed according to the manufacturer's instructions.

construction of internal standards (competitors)
Internal standards (competitors) for CFTR and glyceraldehyde-3-phosphate dehydrogenase (GAPDH) were wild-type fragments containing a deletion, but sharing identical primer recognition sites with the wild-type target. The fragments were produced according to the method of Celi et al. (12). As shown in Fig. 1 , PCR was performed with a conventional ~20-nucleotide PCR primer (primer A) and a 40-nucleotide primer construct (primer construct CB). The primer construct CB contains two 20-nucleotide sequences. The 5' end sequence (B) corresponds to the opposite strand of the target sequence. The 3' end sequence (C) determines the length of the PCR product and corresponds to the opposite strand of the target sequence at a predetermined distance to sequence B. Amplification with primer A and primer construct CB leads to a PCR product with a deletion of the nucleotides between sequence C and B. The competitors were placed in T-vectors (Promega) named pCFIST and pGAPIST. The copy number was determined after spectrophotometric quantification. For PCR, the competitors were used as intact plasmids. The wild-type sequences and the competitors for CFTR and GAPDH were amplified with Taq Polymerase (Life Technologies) according to the manufacturer's instructions. The cycling conditions were as follows: a hot start, followed by 30 cycles of 94 °C for 10 s, 58 °C for 30 s, and 72 °C for 60 s. Two to four microliters of cDNA were used in a total volume of 50 µL containing 15 pmol of primers. The CFTR primers were constructed according to Trapnell et al. (1). The nucleotide sequences were as follows: CFTR-A, 5'-ATT ATG GGA GAA CTG GAG CCT-3'; CFTR-B, 5'-GCC ATC AGT TTA CAG ACA CAG-3'; CFTR-CB, 5'-GCC ATC AGT TAA CAG ACA CAG GAC CTC CAC TCA GTG TGA TTC-3'. Primer combination CFTR-A/B amplified a 377-bp product, whereas the combination CFTR-A/CB generated a competitor of 265 bp. The GAPDH primers (GenBank, accession no. M33197) had the following sequences: GAPDH-A, 5'-ATC TTC CAG GAG CGA GAT CC-3'; GAPDH-B, 5'-ACC ACT GAC ACG TTG GCA GT-3'; GAPDH-CB, 5'-ACC ACT GAC ACG TTG GCA GTA GTA GAG GCA GGG ATG ATG-3'. Primer combination GAPDH-A/B amplified a 502-bp product, whereas the combination GAPDH-A/CB generated a competitor of 427 bp.



View larger version (13K):
[in this window]
[in a new window]
 
Figure 1. Construction of internal standards as competitors for competitive PCR.

Competitors were constructed according to the method of Celi et al. (12). (A), reamplification of wild-type cDNA with primer A and primer CB generates a competitor (B) with a deletion of the nucleotides between sequences C and B; (C), reamplification with primer A and primer B.

amplification kinetics of wild-type and competitor sequences
Essential for the proper performance of quantitative competitive PCR is an identical or at least comparable amplification efficiency of competitor and wild-type templates. This was checked by comparison of the amplification of wild-type sequences with their competitors as a function of cycle number.

rt-competitive multiplex pcr
The PCR conditions were standardized for each experiment by use of a master mixture containing 50 mmol/L KCl, 10 mmol/L Tris-HCl, 1.5 mmol/L MgCl2, and 0.5 mmol/L of each dNTP, with 30 pmol of CFTR primer, 5 pmol of GAPDH primer, and 2 µL of cDNA per 25 µL of total PCR volume. Aliquots of this master mix were added to serial dilutions (1:3) of a mixture of the competitors pCFIST (2 x 105 molecules/µL) and pGAPIST (4 x 101 molecules/µL).

PCR was performed as described above, with the exception that 40 cycles were used and the extension time was increased to 2 min. Each sample (10 µL) was electrophoresed in 2% agarose gels. Quantification of ethidium bromide-stained gels was performed with the DocuGel IV-System (MWG-Biotech). The ratio of target to competitor was determined, extrapolated from each point of the curve, and plotted against the amount of competitor added. As a consequence, the number of molecules of competitor corresponding to a 1:1 ratio is equivalent to the number of molecules of input target mRNA.


   Results and Discussion
Top
Abstract
Introduction
Materials and Methods
Results and Discussion
References
 
To determine the mRNA content of CFTR in bronchial and nasal brushings, we developed an RT-competitive multiplex PCR in which CFTR and GAPDH were coamplified with specific competitors. GAPDH serves as a control for RNA loading because competitive PCR alone does not control for variation in the starting amounts of template. Because the ratio of competitor and target is maintained even after the exponential phase and during the plateau phase (13)(14), GAPDH can be coamplified as a high-copy mRNA along with CFTR as a low-copy mRNA, with 0.1–1 copies/cell in human airways (1).

The primers for GAPDH and CFTR spanned several exons to prevent amplification products of contaminating DNA. Amplification with genomic DNA or RNA that had not been transcribed gave no amplification products (data not shown). The competitors were then generated by the method described by Celi et al. (12).

Important for the proper performance of competitive PCR is that the competitor and target are amplified with the same efficiency. Even when the same primers are used for both the competitor and the target, there is an inverse relationship between the length of an amplified sequence and the extent of amplification (15)(16). The amplification kinetics for CFTR and pCFIST and GAPDH and pGAPIST were determined by coamplification of the competitor and the target in equal amounts for various cycle numbers. Fig. 2 shows an example for CFTR and pCFIST. In both cases, the competitor and target were amplified with the same kinetics. However, GAPDH and CFTR can have different amplification kinetics. Differences in the amplification kinetics of the different primer sets are eliminated by titration against their respective competitors.



View larger version (23K):
[in this window]
[in a new window]
 
Figure 2. Amplification kinetics for CFTR and competitor pCFIST as a function of cycle number.

Amplification products were separated on agarose gels and stained with ethidium bromide. Band intensities were determined by use of a computer imaging system.

Because of the influence of amplification efficiency and initial abundance, there will be differences in the amount of PCR products between the different wild-type/competitor systems. This was circumvented by adjustment of the respective primer concentrations (GAPDH, 5 pmol/primer; CFTR, 30 pmol/primer), which influenced the respective plateau phases. A typical RT-competitive multiplex PCR experiment is shown in Figs. 3 and 4. Lower primer concentrations produce lower amounts of PCR products for a complete wild-type/competitor system. This is possible because in competitive PCR the starting ratio of wild-type/competitor is preserved throughout the entire amplification process. Provided that no other factor is limiting, the plateau phase of every wild-type/competitor system can be controlled by the primer concentrations. This solves two major problems of conventional RT-PCR: first, high- and low-copy mRNAs can be coamplified; and second, proper quantification is independent of the differing amplification efficiencies between the two genes.



View larger version (43K):
[in this window]
[in a new window]
 
Figure 3. Agarose gel with ethidium bromide-stained marker (M) and CFTR and GAPDH products of an RT-competitive multiplex PCR assay.

Serial dilutions (1:3) of competitor cDNAs were coamplified with constant amounts of reverse transcribed total RNA from 16HBE14o cells, separated on 2% agarose gels, and stained with ethidium bromide. Comp, competitor.

Another critical point in competitive PCR is the densitometric quantification of the ethidium bromide-stained amplification products. Longer products will give stronger signals than products with deleted sequences (8). The densitometric values should, therefore, be corrected for the size differences of competitor and target, thereby correcting the equivalence points. This is not necessary in RT-competitive multiplex PCR because the correction factor remains constant in all determinations so that comparisons of GAPDH/CFTR ratios between different samples are not influenced. Furthermore, ethidium bromide staining influences the titration curve of the competitor/wild-type ratio. Depending on the ethidium bromide background, the slope will change, but the equivalence point remains unchanged (data not shown; 9).

In theory, the ratio between GAPDH and CFTR is independent of the initial amount of RNA. To test this hypothesis, 18 determinations from the same RNA preparation of 16HBE140 cells (11) were performed, 6 reverse transcription reactions with 4 µg of RNA, 6 reactions with 2 µg of RNA, and 6 reactions with 1 µg of RNA. Our results (Table 1 ) demonstrate that coamplification with a housekeeping gene corrects for variations in initial RNA loading. This aspect is of great importance when limited samples such as small biopsies, nasal or bronchial brushings are used. The RNA yields in all of theses samples can be so low that RNA quantification is not possible. RT-competitive multiplex PCR gives accurate results even when the exact RNA concentration is not known.


View this table:
[in this window]
[in a new window]
 
Table 1. Reproducibility of RT competitive multiplex-PCR.

These results also indicate that cDNA internal standards are suitable for RT-competitive multiplex PCR. Some authors use cDNA fragments as competitors (RT-competitive PCR) added after the reverse transcription step (17), whereas others propose the use of cRNA competitors (2)(5), added during RNA isolation or the reverse transcription step to standardize for variations in isolation or reverse transcription (competitive RT-PCR). Reverse transcription is an important source of variability because its efficiency ranges from 5% to 90% (18)(19). In noncompetitive RT-PCR, endogenous or exogenous mRNA targets compensate for this high variability [for a review, see Ref. (20)]. This feature was used in RT-competitive multiplex PCR, where GAPDH functions as a control for the efficiency of the reverse transcription. However, RT-competitive multiplex PCR with cDNA internal standards is a semiquantitative approach, whereas the use of cRNA internal standards added during RNA isolation can be used for absolute quantification.

RT-competitive multiplex PCR is suitable for the quantification of RNA in cell culture and in clinical samples. Table 2 shows that the expression of CFTR in bronchial or nasal brushings of non-cystic fibrosis donors is highly variable. RT-competitive multiplex PCR improves and simplifies quantification of gene expression for several reasons: (a) gene expression can be quantified in very small samples of cells, giving precise and reproducible results with even fewer than 100 transcripts per PCR reaction, provided that the same competitor-master mixture is used; (b) quantification is independent of the starting amounts of total RNA or cDNA because of simultaneous amplification of a gene of interest (CFTR) with a reporter gene (GAPDH) in the same reaction tube; (c) tube-to-tube variability is reduced; (d) the use of cDNA internal standards instead of cRNA internal standards is sufficient for semiquantitative purposes and make quantitative PCR much easier to perform; and (e) titration against internal standards gives a superior accuracy over Northern blotting and ribonuclease protection assays. RT-competitive multiplex PCR improves competitive RT-PCR and combines an increase in sensitivity with a potentiation of accuracy when compared with other conventional approaches. Furthermore, it is easy to perform and can be established in every laboratory with standard molecular biology equipment.


View this table:
[in this window]
[in a new window]
 
Table 2. RT-competitive multiplex PCR for CFTR and GAPDH in bronchial and nasal brushings.



View larger version (14K):
[in this window]
[in a new window]
 
Figure 4. Ratio of target to competitor plotted against the amount of competitor added for CFTR and competitor pCFIST (A) and GAPDH and pGAPIST (B).

The amount of competitor corresponding to a 1:1 ratio is equivalent to the amount of target mRNA.


   Acknowledgments
 
This work was supported by Bundesministerium für Bildung und Forschung grant FKZ:01KV9552/6. We thank A. Sewell for critical reading the manuscript, U. Langenbeck and J. Stein for financial support, and D.C. Gruenert, Cardiovascular Research Institute, University of California-San Franscisco, San Francisco, CA, for the gift of 16HBE14o cells.


   Footnotes
 
1 Nonstandard abbreviations: CFTR, cystic fibrosis transmembrane conductance regulator; RT-PCR, reverse transcription-PCR; and GAPDH, glyceraldehyde-3-phosphate dehydrogenase.


   References
Top
Abstract
Introduction
Materials and Methods
Results and Discussion
References
 

  1. Trapnell BC, Chu C-S, Paakko PK, Banks TC, Yoshimura K, Ferrans VJ, et al. Expression of the cystic fibrosis transmembrane conductance regulator gene in the respiratory tract of normal individuals and individuals with cystic fibrosis. Proc Natl Acad Sci U S A 1991;88:6565-6569. [Abstract/Free Full Text]
  2. Wang AM, Doyle MV, Mark DF. Quantitation of mRNA by the polymerase chain reaction. Proc Natl Acad Sci U S A 1989;86:9717-9721. [Abstract/Free Full Text]
  3. Hengen PN. Methods and reagents. Quantitative PCR: an accurate measure of mRNA?. Trends Biochem Sci 1995;20:476-477. [ISI][Medline] [Order article via Infotrieve]
  4. Wong H, Anderson WD, Cheng T, Riabowol KT. Monitoring mRNA expression by polymerase chain reaction: the "primer dropping" method. Anal Biochem 1994;223:251-258. [ISI][Medline] [Order article via Infotrieve]
  5. Becker-André M, Hahlbrock K. Absolute mRNA quantification using the polymerase chain reaction (PCR). A novel approach by a PCR aided transcript titration assay (PATTY). Nucleic Acids Res 1989;17:9437-9446. [Abstract/Free Full Text]
  6. Gilliland G, Perrin S, Blanchard K, Bunn HF. Analysis of cytokine mRNA and DNA: detection and quantitation by competitive polymerase chain reaction. Proc Natl Acad Sci U S A 1990;87:2725-2729. [Abstract/Free Full Text]
  7. Mularoni A, Adessi GL, Arbez-Gindre F, Agnani G, Nicollier M. Competitive RT-PCR to quantify CFTR mRNA in human endometrium. Clin Chem 1996;42:1765-1769. [Abstract/Free Full Text]
  8. Apostolakos MJ, Schuermann WHT, Frampton MW, Utell MJ, Willey JC. Measurement of gene expression by multiplex competitive polymerase chain reaction. Anal Biochem 1993;213:277-284. [ISI][Medline] [Order article via Infotrieve]
  9. Dostal DE, Rothblum KN, Baker KM. An improved method for absolute quantification of mRNA using multiplex polymerase chain reaction: determination of renin and angiotensin mRNA levels in various tissues. Anal Biochem 1994;223:239-250. [ISI][Medline] [Order article via Infotrieve]
  10. de Kant E, Rochlitz CF, Herrmann R. Gene expression analysis by a competitive and differential PCR with antisense competitors. Biotechniques 1994;17:934-942. [ISI][Medline] [Order article via Infotrieve]
  11. Cozens AL, Yezzi MJ, Kunzelmann K, Ohrui T, Chin L, Eng K, et al. CFTR expression and chloride secretion in polarized immortal human bronchial epithelial cells. Am J Respir Cell Mol Biol 1994;10:38-47. [Abstract]
  12. Celi FS, Zenilmann ME, Shuldiner AR. A rapid and versatile method to synthesize internal standards for competitive PCR. Nucleic Acids Res 1993;21:1047.[Free Full Text]
  13. Morrison C, Gannon F. The impact of the PCR plateau phase on quantitative PCR. Biochim Biophys Acta 1994;1219:493-498. [Medline] [Order article via Infotrieve]
  14. Pannetier C, Delassus S, Darche S, Saucier C, Kourilsky P. Quantitative titration of nucleic acids by enzymatic amplification reactions run to saturation. Nucleic Acids Res 1993;21:577-583. [Abstract/Free Full Text]
  15. Chelly J, Montarras D, Pinset C, Berwald-Netter Y, Kaplan JC, Kahn A. Quantitative estimation of minor mRNAs by cDNA-polymerase chain reaction. Application to dystrophin mRNA in cultured myogenic and brain cells. Eur J Biochem 1990;187:691-698. [ISI][Medline] [Order article via Infotrieve]
  16. McCulloch RK, Choong CS, Hurley DM. An evaluation of competitor type and size for use in the determination of mRNA by competitive PCR. PCR Methods Appl 1995;4:219-226. [ISI][Medline] [Order article via Infotrieve]
  17. Auboeuf D, Vidal H. The use of the reverse transcription-competitive polymerase chain reaction to investigate the in vivo regulation of gene expression in small tissue samples. Anal Biochem 1997;245:141-148. [ISI][Medline] [Order article via Infotrieve]
  18. Henrard DR, Mehaffey WF, Allain JP. A sensitive viral capture assay for detection of plasma viremia in HIV-infected individuals. AIDS Res Hum Retrovir 1992;8:47-52. [ISI][Medline] [Order article via Infotrieve]
  19. Simmonds P, Balfe P, Peutherer JF, Ludlam CA, Bishop JO, Brown AJ. Human immunodeficiency virus-infected individuals contain provirus in small numbers of peripheral mononuclear cells and at low copy numbers. J Virol 1990;64:864-872. [Abstract/Free Full Text]
  20. Orlando C, Pinzani P, Pazzagli M. Developments in quantitative PCR. Clin Chem Lab Med 1998;36:255-269. [ISI][Medline] [Order article via Infotrieve]



The following articles in journals at HighWire Press have cited this article:


Home page
J. Mol. Diagn.Home page
K. A. Warner, E. L. Crawford, A. Zaher, R. J. Coombs, H. Elsamaloty, S. L. Roshong-Denk, I. Sharief, G. V. Amurao, Y. Yoon, A. Y. Al-Astal, et al.
The c-myc x E2F-1/p21 Interactive Gene Expression Index Augments Cytomorphologic Diagnosis of Lung Cancer in Fine-Needle Aspirate Specimens
J. Mol. Diagn., August 1, 2003; 5(3): 176 - 183.
[Abstract] [Full Text] [PDF]


This Article
Right arrow Abstract Freely available
Right arrow Full Text (PDF)
Right arrow Submit an electronic Letter to
the Editor about this paper
Right arrow Alert me when this article is cited
Right arrow Alert me when eLetters are posted
Right arrow Alert me if a correction is posted
Right arrow Citation Map
Services
Right arrow Email this article to a friend
Right arrow Similar articles in this journal
Right arrow Similar articles in ISI Web of Science
Right arrow Similar articles in PubMed
Right arrow Alert me to new issues of the journal
Right arrow Download to citation manager
Right arrow reprints & permissions
Citing Articles
Right arrow Citing Articles via HighWire
Right arrow Citing Articles via ISI Web of Science (17)
Right arrow Citing Articles via Google Scholar
Google Scholar
Right arrow Articles by Loitsch, S. M.
Right arrow Articles by Bargon, J.
Right arrow Search for Related Content
PubMed
Right arrow PubMed Citation
Right arrow Articles by Loitsch, S. M.
Right arrow Articles by Bargon, J.
Related Collections
Right arrow Molecular Diagnostics and Genetics
Right arrow Pediatric Clinical Chemistry
Right arrow Automation and Analytical Techniques


HOME HELP FEEDBACK SUBSCRIPTIONS ARCHIVE SEARCH TABLE OF CONTENTS