Abstract
Non-small cell lung cancer (NSCLC) patients treated with small molecule EGFR inhibitors, such as gefitinib, frequently develop drug resistance due to the presence of secondary mutations like the T790M mutation on EGFR exon 20. These mutations may originate from small subclonal populations in the primary tumor that become dominant later on during treatment. In order to detect these low-level DNA variations in the primary tumor or to monitor their progress in plasma, it is important to apply reliable and sensitive mutation detection methods. Here, we combine two recently developed methodologies, Differential Strand Separation at Critical Temperature (DISSECT), with peptide nucleic acid-locked nucleic acid (PNA-LNA) polymerase chain reaction (PCR) for the detection of T790M EGFR mutation. DISSECT pre-enriches low-abundance T790M EGFR mutations from target DNA prior to implementing PNA-LNA PCR, a method that can detect 1 mutant allele in a background of 100–1000 wild type alleles. The combination of DISSECT and PNA-LNA PCR enables the detection of 1 mutant allele in a background of 10,000 wild type alleles. The combined DISSECT-PNA-LNA PCR methodology is amenable to adaptation for the sensitive detection of additional emerging resistance mutations in cancer.
Introduction
Mutations in the epidermal growth factor receptor (EGFR) are found in many advanced lung cancer patients who respond positively to EGFR tyrosine kinase inhibitors, gefitinib or erlotinib [1], [2]. However, many of these patients eventually relapse and develop resistance to these EGFR inhibitors. The T790M mutation on exon 20 of the EGFR receptor has been reported as one of the driving mutations for the acquired resistance to gefitinib treatment [3]. Approximately half of the patients that acquire resistance to gefitinib are found to harbor the T790M EGFR mutation [3], [4]. Many of the patients that do relapse often harbor pre-existing T790M EGFR mutation at very low levels within the original tumor population, leading to resistance after gefitinib treatment [5].
Screening patients for low level T790M EGFR mutations prior to administering gefitinib treatment may be useful for assessing the possibility of disease relapse. Alternatively, monitoring of T790M mutations in plasma during EGFR treatment may be useful for future clinical decision making [6]. In both cases, detection of mutated DNA is masked by an exceedingly high amount of wild type DNA, which is a common technical problem when examining surgical biopsies or samples obtained from bodily fluids such as plasma or sputum [7]–[9]. The peptide nucleic acid-locked nucleic acid (PNA-LNA) real time polymerase chain reaction is a rapid and sensitive method that detects EGFR mutations in the presence of 100- to 1000-fold wild type background [10]. This method has recently been adapted for the detection of T790M EGFR mutation in gefitinib-refractory disease by the use of the PNA “clamp” to inhibit the amplification of wild type DNA [11], [12]. However, there is a need to improve the detection of the T790M mutation even further than 1∶1000, as the mutation may be present in a very small population of tumor cells [13]. We recently developed a novel method based on Differential Strand Separation at Critical Temperature (DISSECT) to enrich for low level mutations in DNA samples using magnetic bead-conjugated DNA probes [14]. DISSECT utilizes the differential denaturation properties of DNA heteroduplexes and can therefore enrich mutations at any position on the sequence, enabling mutation scanning and discovery [14]. Since the target sequence remains unmodified during DISSECT, the resulting mutation-enriched DNA fraction can be used as a template for any existing downstream detection method, including PNA-LNA PCR.
Here we demonstrate the novel combination of DISSECT and PNA-LNA PCR to identify extremely low levels of T790M EGFR mutation. We demonstrate that a preliminary step of mutant enrichment using DISSECT results in a major improvement of PNA-LNA PCR detection method and increases the sensitivity of detection to at least 1 mutant allele in a background of 10,000 wild type alleles.
Materials and Methods
Cell Lines and Genomic DNA isolation
Human male genomic DNA (Promega, cat. No. G1471) was used as wild type control for dilution experiments with DNA containing the T790M mutation. Genomic DNA from mutated cell line H1975 (ATCC no. CRL-5908™) was extracted using the DNeasy Blood and Tissue Kit according to manufacturer's protocol (Qiagen). DNA concentrations for both mutant and wild type DNA were determined by using the Nanodrop 1000 spectrophotometer (Thermo Scientific).
PCR pre-amplification and High Resolution Melt Analysis
We first amplified 20 ng of both wild type male and 10% H1975 genomic DNA using conventional PCR in a 25 µl reaction in the presence of DNA intercalating dye, 1×LCGreen (Idaho Technology). Briefly, PCR reagents were: 1×GoTaq Flexi Buffer (Promega), 2.5 mmol/L MgCl2, 0.2 mmol/L of each dNTP, 0.63U of GoTaq Flexi DNA polymerase (Promega) and 0.2 µmol/L of forward (5′-GCTGGGCATCTGCCTCACCTCCACCGTGCAACT-3′) and reverse primer (5′-GTCTTTGTGTTCCCGGACATAG-3′). Forward primer was designed to replace the A/G SNP present in EGFR exon 20 in order to generate a uniform template [15]. Thermal cycling was done on the Cepheid SmartCycler™ using the following conditions: initial denaturation at 95°C for 2 min, followed by 20 cycles at 95°C for 15 s, 55°C for 30 s and 72°C for 30 s. Serial mutant dilutions (1%, 0.1%, and 0.01%) were obtained by mixing pre-amplified wild type and 10% mutant DNA to ensure that enough number of mutant copies were present in the lower mutant dilution samples. Prior to further analysis, mutant fractions were validated by PCR in the presence of 1×LCGreen followed by High Resolution Melt (HRM) analysis as reported previously [16].
Alternatively, to apply the DISSECT-PNA-LNA PCR approach directly from mixed genomic DNA (as opposed to mixing PCR products from mutant and WT) we used Phusion Hi-Fidelity™ DNA polymerase (New England Biolabs, Ipswich, MA) for the pre-amplification from 300 ng of genomic wild type DNA and H1975 mutant DNA (10%, 1%, 0.1%, and 0.01% mixtures). The lowest dilution was anticipated to contain approximately 10 mutant molecules in the reaction. Pre-amplification was done in 25 µl reaction volume for a total of 20 cycles according to manufacturer's protocol (New England Biolabs). For this reaction, 0.3 µmol/L of the forward primer 5′-TGGGCATCTGCCTCACCT-3′ was used together with the reverse primer 5′-GTCTTTGTGTTCCCGGACATAG-3′.
DISSECT protocol and probe design
Streptavidin-coated Dynabeads (Life Technologies, Grand Island, NY) were coupled to dual-biotinylated probe sequence of 35 nt long complementary to the wild type allele of EGFR exon 20 (5′-Dual-biotin-Spacer 18-CCA GGA GGC AGC CGA AGG GCA TGA GCT GCG TGA TG-3′; synthesized by Integrated DNA Technologies Inc., Coralville, IA, USA). This probe was then conjugated to streptavidin beads as per manufacturer's protocol (Invitrogen Life Technologies). These Dynabead-probes were finally resuspended in a stock buffer containing 6X SSPE (0.9 M NaCl, 60 mM Na2HPO4, 6 mM EDTA) to a final concentration of 10 µg/µL and kept at 4°C.
About 10 µL of Dynabead-probes were incubated with a 1∶50 dilution of pre-amplified DNA in a total volume of 50 µl of 1×Phusion Buffer. A ‘step-down anneal’ protocol was used to hybridize DNA onto beads by denaturing the DNA-bead solution at 95°C for 2 min, then annealing at 60°C for 2 min, 58°C for 2 min, 56°C for 2 min, 54°C for 1 min and 25°C for 5 min using an Eppendorf Mastercycler EP machine (Eppendorf Inc., Hauppauge, NY). Two repeated cycles of EGFR mutant denaturation from beads were done according to DISSECT protocol as described previously [14]. Critical denaturation temperature for T790M mutant EGFR DNA was achieved by heating the bead solution at a temperature of 76°C for 2 min followed by magnetization, and collection of supernatant enriched for mutant EGFR ssDNA sequences. Critical temperature determination was done as described previously [14]. 5 µL of DNA eluted from beads following two rounds of DISSECT was amplified by PNA-LNA PCR protocol [10], [11] and analyzed by Sanger Sequencing (Eton Bioscience, Cambridge, MA) using sequencing primer 5′-40T-GCTGGGCATCTGCCTCA-3′. Prior to sequencing, PCR products were treated with Exonuclease I (New England Biolabs) and shrimp alkaline phosphatase (USB/Affymetrix).
Detection of T790M mutation by PNA-LNA PCR clamp assay
The PNA-LNA clamp assay was done as reported previously [11]. Briefly, reagent concentrations were the same as reported in the PCR pre-amplification step, but 1×LCGreen was replaced by 0.2 µmol/L of the PNA clamp (NH2-CTCATCACGCAGCTCA-COOH), complementary to the wild type allele, and 0.2 µmol/L of the fluorescent-labeled mutation detection probe containing a locked nucleic acid (indicated by a plus sign), 6-FAM/ CTCATCA+TGCAGCTCATG/BlackHoleQuencher-1 [11]. Cycling conditions for PNA-LNA PCR were as following: 95°C for 2 min, followed by 70 cycles at 95°C for 15 s, and 60°C for 30 s.
Results and Discussion
Principle of DISSECT and PNA-LNA PCR
The flow diagram of the procedure presented in Figure 1A demonstrates a method for the enrichment of low level EGFR mutations using a combination of DISSECT protocol followed by PNA-LNA PCR. Pre-amplification from genomic DNA using gene-specific primers allows the generation of target DNA (i.e. EGFR exon 20) that can subsequently be captured on to magnetic beads coated with sequence-specific wild type probes. In this step-down anneal protocol, double-stranded target DNA is denatured at 95°C followed by a gradual decrease in temperature where single-stranded DNA anneals to complementary probe sequences immobilized on magnetic beads. These beads are then washed to eliminate the unbound DNA and then subjected to a differential denaturation step. For differential denaturation, the temperature is raised to a critical temperature (Tc) of the probe sequence (i.e. 76°C) where the mutation-containing target DNA separates preferentially from the beads, resulting in a supernatant enriched with the mutant DNA fraction [14]. DISSECT is repeated twice prior to collecting the final supernatant and applying downstream analysis. We used the PNA-LNA PCR as a downstream analysis method to detect T790M EGFR mutation as described previously [11]. In Figure 1B , a schematic representation of the PNA-clamp is shown, along with primers and TaqMan LNA probe for real time detection of the T790M EGFR mutation. By combining the two procedures (DISSECT plus PNA-LNA PCR) we were able to identify mutation abundances of 0.01% as compared to PNA-LNA PCR alone, where only 0.1% mutation abundances could be reliably distinguished.
Sensitivity of Detection of T790MEGFR mutation
To obtain a panel of T790M EGFR mutations, we made serial dilutions of pre-amplified PCR product from H1975 lung cancer cell line, which contains the T790M mutation, into PCR product from wild type human male genomic DNA. A dilution gradient from 1% to 0.01% mutant-to-wild type DNA was generated to evaluate the sensitivity of detection of PNA-LNA PCR. In Figure 2A , PNA-LNA real-time PCR could reliably detect 1 mutant copy in a background of 1000 wild type copies of DNA. The corresponding plot shows the log concentration of T790M mutant DNA versus threshold cycle number and reveals an R-squared value of 0.969 for mutant T790M serial dilution following conventional PNA-LNA PCR. To improve the sensitivity of detection, we added a preliminary step of DISSECT-based mutant enrichment followed by PNA-LNA PCR. In Figure 2B , we show that DISSECT improves PNA-LNA PCR detection of T790M EGFR mutation by at least one order of magnitude and clearly identifies an initial 0.01% mutant dilution when conventional PNA-LNA PCR is preceded by two rounds of DISSECT. Plotting of the log concentration of T790M mutation versus threshold cycle number results in an R-squared value of 0.965. Since no polymerase synthesis is employed during the mutant enrichment step, DISSECT allows for a quantitative pre-enrichment of the EGFR gene mutant population minimizing the introduction of polymerase-induced errors. This method is optimal prior to PNA-LNA PCR as it does not require enzymatic manipulation of the starting material, resulting in an unmodified sequence for downstream analysis protocols such as PNA-LNA PCR.
As an additional verification we applied the method to 300 ng of genomic DNA starting material, instead of mixing PCR products. This was done to ensure that at least one of the two systems (PCR or genomic DNA mixtures) had rigorously measured proportions of tumor and normal DNA. The serial dilutions formed were from 10% to 0. 01% H1975 mutant genomic DNA into wild type male genomic DNA. An initial pre-amplification was performed as described in the methods using Phusion Hi-Fidelity™ DNA polymerase. The results were similar to mixing PCR products as mentioned above, such that PNA-LNA real-time PCR could detect down to ∼0.1%, while two rounds of DISSECT preceding PNA-LNA PCR could identify an initial mutation abundance of 0.01% (Figure S1).
Analysis of T790MEGFR mutant enrichment by Sanger Sequencing
To further validate the combination of DISSECT and PNA-LNA PCR method, we analyzed PNA-LNA PCR amplicons using HRM and Sanger Sequencing. In Figure 3A , we used pre-amplified DNA as starting template and applied a nested conventional PCR to all serial dilutions followed by HRM and direct sequencing. As expected, this approach did not confer any selectivity towards mutant sequences since HRM detected between 1% and 10% mutation abundance, while Sanger sequencing chromatograms were unable to identify the presence of 10% or lower T790M mutation abundance. When PNA-LNA PCR was implemented instead of conventional PCR, a mutant enrichment of ∼60-fold resulted from an initial input mutant abundance of 1% T790M, c.2369C>T as shown in Figure 3B . Sanger sequencing after conventional PNA-LNA PCR identified an initial mutation abundance of 0.1–1%, in agreement with Miyazawa et al [11]. When both DISSECT and PNA-LNA PCR were combined in Figure 3C , the detection by Sanger sequencing was improved to at least ∼0.01% mutation abundance, i.e. an improvement of one order of magnitude.
The combination method described above is an improvement over PNA-LNA PCR approaches developed previously [17] as this protocol is significantly shorter and it does not require a high amount of starting DNA. Additionally, the present approach provides a greater discrimination for the detection of the T790M mutation compared to our previous report where two consecutive rounds of COLD-PCR combined with TaqMan were necessary to detect 0.05% mutant abundances [18]. We anticipate that DISSECT-PNA-LNA PCR will prove useful in detecting low-level mutations in tumor tissue prior to, or after administering gefitinib treatment to NSCLC patients. Moreover, the combined method can be used to detect other mutations, such as those identified in KRAS via FLAG (Fluorescent Amplicon Generation) or CO-amplification at Lower Denaturation temperature-PCR (COLD-PCR) [18]–[22], or other EGFR mutations in NSCLC (ie. L858R EGFR mutation) to help improve lung cancer diagnosis and follow-up treatment options.
Supporting Information
Funding Statement
This work was supported in part by grant CA-111994 of the Innovative Molecular Analysis Technologies Program of National Cancer Institute. The contents of this manuscript do not necessarily represent the official views of the National Cancer Institute or the National Institutes of Health. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript. No additional external funding received for this study.
References
- 1. Perez-Soler R, Chachoua A, Hammond LA, Rowinsky EK, Huberman M, et al. (2004) Determinants of tumor response and survival with erlotinib in patients with non–small-cell lung cancer. J Clin Oncol 22: 3238–3247. [DOI] [PubMed] [Google Scholar]
- 2. Paez JG, Janne PA, Lee JC, Tracy S, Greulich H, et al. (2004) EGFR mutations in lung cancer: correlation with clinical response to gefitinib therapy. Science 304: 1497–1500. [DOI] [PubMed] [Google Scholar]
- 3. Kobayashi S, Boggon TJ, Dayaram T, Janne PA, Kocher O, et al. (2005) EGFR mutation and resistance of non-small-cell lung cancer to gefitinib. N Engl J Med 352: 786–792. [DOI] [PubMed] [Google Scholar]
- 4. Kosaka T, Yatabe Y, Endoh H, Yoshida K, Hida T, et al. (2006) Analysis of epidermal growth factor receptor gene mutation in patients with non-small cell lung cancer and acquired resistance to gefitinib. Clin Cancer Res 12: 5764–5769. [DOI] [PubMed] [Google Scholar]
- 5. Pao W, Miller VA, Politi KA, Riely GJ, Somwar R, et al. (2005) Acquired resistance of lung adenocarcinomas to gefitinib or erlotinib is associated with a second mutation in the EGFR kinase domain. PLoS Med 2: e73. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6. Kuang Y, Rogers A, Yeap BY, Wang L, Makrigiorgos M, et al. (2009) Noninvasive detection of EGFR T790M in gefitinib or erlotinib resistant non-small cell lung cancer. Clin Cancer Res 15: 2630–2636. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7. Milbury CA, Li J, Makrigiorgos GM (2009) PCR-based methods for the enrichment of minority alleles and mutations. Clin Chem 55: 632–640. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8. Sidransky D, Von Eschenbach A, Tsai YC, Jones P, Summerhayes I, et al. (1991) Identification of p53 gene mutations in bladder cancers and urine samples. Science 252: 706–709. [DOI] [PubMed] [Google Scholar]
- 9. Tada M, Omata M, Kawai S, Saisho H, Ohto M, et al. (1993) Detection of ras gene mutations in pancreatic juice and peripheral blood of patients with pancreatic adenocarcinoma. Cancer Res 53: 2472–2474. [PubMed] [Google Scholar]
- 10. Nagai Y, Miyazawa H, Huqun, Tanaka T, Udagawa K, et al. (2005) Genetic heterogeneity of the epidermal growth factor receptor in non-small cell lung cancer cell lines revealed by a rapid and sensitive detection system, the peptide nucleic acid-locked nucleic acid PCR clamp. Cancer Res 65: 7276–7282. [DOI] [PubMed] [Google Scholar]
- 11. Miyazawa H, Tanaka T, Nagai Y, Matsuoka M, Sutani A, et al. (2008) Peptide nucleic acid-locked nucleic acid polymerase chain reaction clamp-based detection test for gefitinib-refractory T790M epidermal growth factor receptor mutation. Cancer Sci 99: 595–600. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12. Nielsen PE, Egholm M (1999) An introduction to peptide nucleic acid. Curr Issues Mol Biol 1: 89–104. [PubMed] [Google Scholar]
- 13. Engelman JA, Mukohara T, Zejnullahu K, Lifshits E, Borras AM, et al. (2006) Allelic dilution obscures detection of a biologically significant resistance mutation in EGFR-amplified lung cancer. J Clin Invest 116: 2695–2706. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Guha M, Castellanos-Rizaldos E, Liu P, Mamon H, Makrigiorgos GM (2012) Differential strand separation at critical temperature: A minimally disruptive enrichment method for low-abundance unknown DNA mutations. Nucleic Acids Res. [DOI] [PMC free article] [PubMed]
- 15. Sherry ST, Ward MH, Kholodov M, Baker J, Phan L, et al. (2001) dbSNP: the NCBI database of genetic variation. Nucleic Acids Res 29: 308–311. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16. Milbury CA, Li J, Makrigiorgos GM (2009) COLD-PCR-enhanced high-resolution melting enables rapid and selective identification of low-level unknown mutations. Clin Chem 55: 2130–2143. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17. Li J, Janne PA, Makrigiorgos GM (2011) Biotinylated probe isolation of targeted gene region improves detection of T790M epidermal growth factor receptor mutation via peptide nucleic acid-enriched real-time PCR. Clin Chem 57: 770–773. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18. Li J, Wang L, Janne PA, Makrigiorgos GM (2009) Coamplification at lower denaturation temperature-PCR increases mutation-detection selectivity of TaqMan-based real-time PCR. Clin Chem 55: 748–756. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19. Amicarelli G, Shehi E, Makrigiorgos GM, Adlerstein D (2007) FLAG assay as a novel method for real-time signal generation during PCR: application to detection and genotyping of KRAS codon 12 mutations. Nucleic Acids Res 35: e131. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20. Li J, Makrigiorgos GM (2009) COLD-PCR: a new platform for highly improved mutation detection in cancer and genetic testing. Biochem Soc Trans 37: 427–432. [DOI] [PubMed] [Google Scholar]
- 21. Milbury CA, Li J, Makrigiorgos GM (2011) Ice-COLD-PCR enables rapid amplification and robust enrichment for low-abundance unknown DNA mutations. Nucleic Acids Res 39: e2. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22. Li J, Milbury CA, Li C, Makrigiorgos GM (2009) Two-round coamplification at lower denaturation temperature-PCR (COLD-PCR)-based sanger sequencing identifies a novel spectrum of low-level mutations in lung adenocarcinoma. Hum Mutat 30: 1583–1590. [DOI] [PMC free article] [PubMed] [Google Scholar]
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