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Development of Peptide Nucleic Acid Probes for Detection of the HER2 Oncogene

  • Belhu Metaferia ,

    Contributed equally to this work with: Belhu Metaferia, Jun S. Wei

    Affiliation Pediatric Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, United States of America

  • Jun S. Wei ,

    Contributed equally to this work with: Belhu Metaferia, Jun S. Wei

    Affiliation Pediatric Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, United States of America

  • Young K. Song,

    Affiliation Pediatric Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, United States of America

  • Jennifer Evangelista,

    Affiliation Department of Electrical and Computer Engineering, University of Maryland, College Park, Maryland, United States of America

  • Konrad Aschenbach,

    Affiliation Department of Electrical and Computer Engineering, University of Maryland, College Park, Maryland, United States of America

  • Peter Johansson,

    Affiliation Pediatric Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, United States of America

  • Xinyu Wen,

    Affiliations Pediatric Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, United States of America, The Advanced Biomedical Computing Center, SAIC-Frederick, Inc., National Cancer Institute-Frederick, Frederick, Maryland, United States of America

  • Qingrong Chen,

    Affiliation Pediatric Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, United States of America

  • Albert Lee,

    Affiliation Pediatric Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, United States of America

  • Heidi Hempel,

    Affiliation Pediatric Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, United States of America

  • Jinesh S. Gheeya,

    Affiliation Pediatric Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, United States of America

  • Stephanie Getty,

    Affiliation Goddard Space Flight Center, National Aeronautic and Space Administration, Greenbelt, Maryland, United States of America

  • Romel Gomez,

    Affiliation Department of Electrical and Computer Engineering, University of Maryland, College Park, Maryland, United States of America

  • Javed Khan

    khanjav@mail.nih.gov

    Affiliation Pediatric Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, United States of America

Abstract

Peptide nucleic acids (PNAs) have gained much interest as molecular recognition tools in biology, medicine and chemistry. This is due to high hybridization efficiency to complimentary oligonucleotides and stability of the duplexes with RNA or DNA. We have synthesized 15/16-mer PNA probes to detect the HER2 mRNA. The performance of these probes to detect the HER2 target was evaluated by fluorescence imaging and fluorescence bead assays. The PNA probes have sufficiently discriminated between the wild type HER2 target and the mutant target with single base mismatches. Furthermore, the probes exhibited excellent linear concentration dependence between 0.4 to 400 fmol for the target gene. The results demonstrate potential application of PNAs as diagnostic probes with high specificity for quantitative measurements of amplifications or over-expressions of oncogenes.

Introduction

There is a growing demand for rapid methods of detection for genetic aberrations that are implicated in various diseases. Such clinical tests require sensitive, reliable, cost-effective, and high throughput analytical methods. The ability to qualitatively and quantitatively detect oncogenes significantly improves accuracy of early detection, disease staging, prevention, and plan personalized therapy [1]. In this report, we developed peptide nucleic acid (PNA) probes for the detection of an oncogene known as HER2, which encodes a 185 kDa tyrosine kinase in the family of human epidermal growth factor receptors. It has been shown that 20–30% of breast cancer patients have amplification and over-expression of HER2 oncogene which have been correlated with aggressive, drug resistant and poor prognosis in breast cancer [2]. These characteristics clearly establish the potential use of HER2 as a biomarker of the disease as well as for the development of targeted and personalized treatment [3][5]. Currently there are two FDA approved HER2 tests in the clinics namely; immuno-histochemistry (IHC) and fluorescence in-situ hybridization (FISH) which are mainly applied to strategize therapeutic regimen [6], [7]. However, both tests are semi-quantitative and require sophisticated laboratory techniques and instrumentation, therefore, it is desirable to develop simpler, sensitive, rapid, and scaleable genetic detection methods to check the HER2 status of breast cancer patients [8], [9].

Efficient and robust oligonucleotide probes play a crucial role in detecting large and complex DNA/RNA molecules. The most common DNA based probes are prone to hydrolytic degradation and have lower affinity to targets under stringent hybridization conditions. Synthetic modifications of DNA molecules for example, locked nucleic acids (LNA) have produced desirable characteristics such as hydrolytic stability, higher melting temperatures and solubility and better mismatch discriminations [10]. Here we sought to assess the potential application of synthetic peptide nucleic acids (PNA) probes to detect the HER2 gene.

PNAs are synthetic DNA mimics with a repeating N-(2-aminoethyl)-glycine peptide neutral backbone containing purine (A,G) and pyrimidine (C,T) nucleobases [11][13] (Figure 1). PNA form duplexes according to the classic Watson-Crick base pairing to complimentary strands with high specificity, affinity, and greater stability compared to the corresponding DNA/DNA, RNA/DNA and RNA/RNA hybrids [14]. PNA hybridizations can be performed under low ionic strength, wide range of pH conditions [15], [16] and at relatively higher temperatures thereby providing high degree of specificity and selectivity. PNA probes are attractive due to their ability in discriminating complimentary and mismatched targets with short sequences (≤20 mer) [17][22] as well as their chemical stability under various conditions;. Furthermore, they are stable against hydrolytic degradation by nucleases and proteases and therefore have extended half-life in biological samples [23].

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Figure 1. Structural representation of peptide nucleic acid (PNA) analog probes.

https://doi.org/10.1371/journal.pone.0058870.g001

Materials and Methods

Orthogonally N-protected (9-fluorenylmethoxycarbonyl (Fmoc)) and benzhydryloxycarbonyl (Bhoc) PNA monomers were purchased from Panagene (Daejeon, South Korea). MiniPEG linkers, HBTU, and Rink-Amide-MBHA resins (0.35 mmol/g) were purchased from Peptide International (Louisville, KY). Blank cartridges, reaction filters and accessories were purchased from Applied Biosystems (Foster City, CA). Color-coded carboxylated MicroPlex® assay beads were supplied by Luminex Corporation. Amine terminated glass slides (Corning® GAPS™) were obtained from Corning. All biotin labeled 25-mer DNA oligonucleotides were ordered from Integrated DNA Technologies (Coralville, IA). Single or double base mismatches (mutation) oligonucleotide were synthesized by replacing A→G, C→A, and T→G. Anhydrous solvents and reagents were purchased from Sigma-Aldrich Chemical Co. and used without purification unless otherwise mentioned. PNA synthesis was performed on Applied Biosystems 431A peptide synthesizer customized to a 5 μmol scale. Purification of all final PNA products were performed on 1200 Agilent HPLC system with heated column. MALDI spectrometry analysis was carried out on a Waters Micromass MALDI MX Spectrometer with a linear mode using 3,5-dimethoxy-4-hydroxycinnamic acid (sinapinic acid) solid matrix. Angiotensin II and insulin bovine with average mass of 1046.19 and 5733.58 respectively were used for mass calibration and were obtained from Sigma-Aldrich. Probe selection and melting temperatures were calculated using an in-house developed bioinformatics tool (http://pob.abcc.ncifcrf.gov/cgi-bin/PSD). PNA conjugated beads were counted using a standard light microscope and a hematocytometer. All 96 well plate fluorescence assays were performed on a Luminex100 xMAP technology system [24].

HER2 probe design

Several 15 or 16-mer sequences from the 3′ un-translated region of the HER2 gene were retrieved from the NCBI RefSeq database (http://www.ncbi.nlm.nih.gov/gene) that possess GC-content between 40 and 65% and melting temperatures ranging between 65 and 85°C for the DNA/PNA duplex at 1 μM concentration. The melting temperatures were calculated as described by Giesen et al., where Tm (DNA-PNA)  =  c0 + c1*Tm (DNA) + c2 * # of pyrimidines + c3*length, where c0  = 20.79, c1  = 0.83, c2  = −26.13, c3  = 0.44 [25], [26]. The specificity of these sequences to the HER2 transcript were checked by aligning them against the whole transcriptome and the reversed transcriptome allowing no gaps or mismatches using BLAT [27]. For sequences that have some portions of their segment hit other transcripts, the melting temperatures were calculated and compared with the melting temperature of the full 15/16-mer length. Sequences with the largest Tm differences were taken as probe candidates because greater difference in melting temperature provides high hybridization affinity.

PNA probe synthesis

PNA peptide conjugates were synthesized on a peptide synthesizer [28] customized with 125 μL delivery loop in 3 mL reaction vessel at 5 μmol scale (Figure 2). In order to prevent aggregation and maximize the synthesis of the full length PNA, the loading capacity of the resin was reduced to 0.2 mmol/g by initially reacting the resin with a glycine amino acid monomer. Monomers and linkers (Fmoc-N-amido-dPEG®3/4-acids) were weighed in to individual cartridges and pre-dissolved with 100 μL of NMP to give 0.25 M concentration and loaded onto automated synthesizer. After the synthesis (piperidine deblocking, DIEA/HBTU activation and monomer coupling cycles) is complete, the resin bound product is transferred to a polypropylene syringe tube fitted with filter and washed with NMP and treated with TFA: m-cresol (95∶5) for 2 to 4 h to cleave off the resin and remove all protecting groups. Most of the TFA was removed under reduced pressure by rotary evaporator and the oily residue was treated with large excess of cold diethyl ether (−20°C) and a white precipitate formed spontaneously which was separated by centrifugation and washed twice with ether. The crude product was dissolved in de-ionized water, freeze-dried and purified on HPLC with 5–40% acetonitrile/water (0.1% TFA) gradient over 60 min at 55°C of column temperature. Fractions containing the desired products mostly eluting as a single major peak (UV detection at 260 nm) were analyzed by mass spectrometry.

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Figure 2. Automated synthetic scheme of PNA probes from 3′ to 5′-amino end.

https://doi.org/10.1371/journal.pone.0058870.g002

Glass slide hybridization

Glass slides with amine modification (Corning® GAPS™) were conjugated with PNA probe P1 following standard procedure (Figure 3). First the ω-amino-propylsilane is functionalized by soaking glass slides in 0.5 M solution of succinic anhydride in DMF for 24 h. After washing the slides twice with fresh DMF and twice with anhydrous dichloromethane, the slides were air dried and were immersed in a solution of DIC (0.8 M) in DMF and after 30 min solid NHS (0.8 M) was added and left over night [29], [30]. The glass slides were washed as previously described and were kept in desiccated storage box until later use. Probes were spotted on to an activated slide by applying 0.5 μL of P1 (100 μM in 1 M betaine) and left over night in a humidified chamber. The slides were then soaked in 50 mM ethanolamine for 15 min to quench all unreacted groups. After blocking, the slides were washed with de-ionized water and were ready for hybridization with the target. The 5′-biotin labeled DNA target (25 μL, 2 μM) prepared in 0.1x sodium sarcosyl (SSarc) buffer was spotted and hybridized for 2 h at 55°C. Then the slides were immediately soaked in 0.1x SSarc at 50°C and washed once more with 0.1x SSarc solution at 50°C. Streptavidin-phycoerythrin (SA-PE) in 1x TMAC was applied onto the slides and incubated for 15 min with cover-slips. The slides were then washed with 0.1x SSarc and scanned on GenePix®4000B Microarray Scanner.

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Figure 3. Chemistry of glass surface modification with PNA probe.

https://doi.org/10.1371/journal.pone.0058870.g003

Gold surface modification

Gold surface chips (ca. 2 cm2) on a silica wafer were plasma cleaned and/or cleaned with piranha solution and were washed with de-ionized water and the chips were then dried under argon gas. Self assembly experiment was performed with a 5 mM 11-mercaptoundecanoic acid solution in ethanol (NanoThinks™Acid11) by immersing the cleaned chips in 4 mL of the mercapto acid for 18 h. The chips were then washed twice with ethanol and de-ionized water. The surface was activated by spotting EDC/NHS (2 μL of 40 mg/mL EDC and 2 μL of 5 mg/mL NHS) in de-ionized water and left for 10 min and treated with amine PNA probe P1 (2 μL of 50 μM) overnight. The chips were then washed with copious amount of de-ionized water and dried under argon gas. To ensure the PNA probes were attached to the surface, we used IR and X-ray photoelectron (XPS) spectroscopy to characterize the surface of gold surface chips with a SpectrumOne FT-IR spectrometer (Perkin Elmer, Waltham, MA) and an M probe ESCA (VG Scienta, Newburyport, MA) respectively (Figure S2 and S3). Similar hybridization protocols as described for glass slides were used and fluorescence images were scanned on a flat-bed Typhoon 9410 Variable Mode Imager (GE, Piscataway, NJ).

PNA-bead conjugation

Each PNA probe with 5′ free amine end was covalently coupled to uniquely color-coded carboxylated microsphere (5.6±0.1 micron, 108 carboxy conjugation sites/bead) beads using a standard carbodiimide coupling chemistry (Figure 4). Briefly, one million beads were suspended with 20 μL of 2-(N-morpholino)-ethanesulfonic acid (MES) buffer (pH 4.7); then 10 μL of freshly dissolved 1-ethyl-3-(3-dimethylaminopropyl) carbodiimide hydrochloride (EDC) (10 mg/mL) in deionized water was added, followed by addition of 400 pmole (0.1 mM, 4 μL) of amine-terminated PNA probe. The reaction mixture was incubated in the dark for 30 minutes with occasional mixing and for an additional 30 minutes with addition of freshly prepared 10 μL of EDC. The reaction was quenched and washed with 500 μL of 0.02% Tween-20 twice and once with 0.1% SDS. The modified microspheres stock was counted and stored in 1.5x TMAC buffer at 4°C in the dark until future use.

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Figure 4. Conjugation of PNA probes and generalized scheme for the Luminex fluorescence bead assay.

https://doi.org/10.1371/journal.pone.0058870.g004

Fluorescence bead assays

Each color coded microsphere can be individually addressed and in principle 100 different genes can be assayed simultaneously. However, as a proof of principle we chose single color bead with PNA probe to detect the gene of interest (Figure 4). Briefly, ca. 5000 PNA conjugated beads in 33 μL 1.5x TMAC were mixed with biotinylated HER2 DNA targets in 17 μL TE buffer with quantities ranging from 1.7 to 1700 fmol and the mixture was hybridized at 95°C (2 min) and then at 55°C (60 min) on a thermocycler. The hybridized beads were washed with 1x TMAC to remove unbound targets and then labeled with red fluorescent SA-PE (20 μg/μL in 1x TMAC) at 55°C for 15 minutes inside the heated plate holder. The average fluorescence was recorded with excitation at 488 nm and emission at 570 nm.

Quantitative Reverse Transcription PCR (qRT-PCR)

Total RNA was reverse transcribed into cDNA using a random hexamer primer and HER2 expression was measured by qPCR using Taqman Gene Expression Assay (Hs99999005_mH, Applied Biosystems, Foster City, CA) according to the manufacturer's protocol. Briefly, PCR reaction mixture containing Taq polymerase, specific primers and probe, and cDNA template in 1x PCR buffer was incubated at 95°C (15 sec) and 60°C (1 min) for 40 cycles in thermocycler. At the end of each cycle fluorescent signal was measured. Threshold cycle (Ct) was then determined for each samples where fluorescent signal increases exponentially. HER2 expression is about more than 42 fold higher in SKBR3 cell lines as compared to MCF7 cell lines (with GAPDH normalization).

Preparation of biotin labeled antisense HER2 RNA target

Biotinylated antisense HER2 RNA (aRNA) targets were prepared using GeneChip One-Cycle Target Labeling and Control Reagents (Affymetrix, Santa Clara, CA) according to the manufacturer instruction. Briefly, 5 μg of total RNA was reverse transcribed into single-stranded cDNA using a T7-oligo-(dT) primer. The single-stranded cDNA was then converted to double-stranded cDNA using cocktails of RNase H, DNA polymerase I, and DNA ligase. The double-stranded cDNA was transcribed to biotinylated aRNA using T7 RNA polymerase.

Results and Discussion

We synthesized several PNA probes targeting the HER2 RNA and in most cases the automated synthesis produced essentially full length PNA probes with good yields; after HPLC purification the products were characterized by mass spectrometry (Table 1). The 5′-end of the probes was modified with amine terminated mini-PEG linkers for efficient conjugation to the carboxy- modified beads, glass slides, and gold chips. Covalent attachment of PNA probes on gold chips were checked by IR spectroscopy and significant peaks were observed at 2964 (C-H stretch), 1736 (C = O stretch), 1365 (C-O and C-N bend/stretch), and 1216 cm−1 (C-O stretch) Surface analysis of gold chips by XPS showed significant signals for C(1 s), N(1 s), and O(1 s) further confirmed surface derivatization.

Initial qualitative experiments were carried out on glass slides and gold chips modified with the P1 PNA probe. Hybridizations with a 25-mer biotin labeled synthetic DNA target T1 (50 pmol, 5′-biotin-GCCCAATGAGACTCTAGGGTCCAGT) at room temperature and 35°C produced high background fluorescence. However examination of higher temperature up to 60°C gave very good discrimination between wild type targets and mismatched targets. Furthermore, a quantitative fluorescence bead assay at 55°C gave better discrimination as compared to hybridizations at 45°C (Figures S5, S6). As a result, 55°C was chosen as an optimum hybridization temperature for all subsequent hybridizations. The results from the hybridization of P1 with T1 DNA target showed strong fluorescence signals for both the glass and gold chips (Figure 5). In contrast, hybridization with two-base mismatched target mT1 (5′-biotin-GCCCAATGAGACTCTAttGTCCAGT) produced no detectable fluorescence in either gold or glass slides. Furthermore, no fluorescence was observed with a single base mismatched target mT (5′-biotin-GCCCAATGAGACTCTAGtGTCCAGT) on glass slide hybridization (Figure 5b). These results clearly demonstrate that PNA probes sufficiently discriminate between wild type and single base mutant targets under stringent hybridization conditions. With this background, we continued to quantitatively assess the efficiency of the PNA probes with fluorescence bead assays.

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Figure 5. Hybridization on gold surface (a) or glass surface (b).

PNA probe P1 was conjugated to the gold or glass surface at circled area. Hybridization was performed with either 50 pmol T1 (perfect match wild type target, green circles), mT (single mismatch on only glass surface, black circles,or mT1 (two bases mismatch, black circles) DNA targets tagged with FITC. Image was acquired after washing the targets off the surface.

https://doi.org/10.1371/journal.pone.0058870.g005

For quantitative measurements we next used the Luminex bead system on which the probes were covalently attached (see Figure 4 and methods). First, the density of probe coverage was optimized by conjugating five different amounts (0.2, 0.4, 0.6, 0.8, 1.0 nmol per 106 beads) of PNA probe P1. Each bead set with P1 probe was analyzed by hybridizing with a fixed amount of (17 fmol) HER2 DNA target T1 in TE buffer. The fluorescence intensity increased linearly with increasing probe quantity, however the intensity decreased with increasing the amount of the probe higher than 0.6 nmol. The decrease in fluorescence is likely due to aggregation and inefficient hybridization to the target DNA (Figure S4). Even though the highest fluorescence intensity was recorded at about 0.6 nmol probe, probe coverage with about 0.4 nmol produced low background signal and a wide analytical linear range. We therefore decided to use 0.4 nmol/106 of PNA probe amount for all subsequent bead conjugations.

Once the conditions for probe coverage were optimized, each probe was tested against its wild type DNA target and mutant type target with eight serial concentrations ranging from 1.7 fmol to 1.02 pmol. Interestingly PNA probes P1, P3, P4 and P5 gave excellent linear concentration dependence for the concentration range investigated (see supporting information, Figures S7, S9, S10, and S11 respectively). However PNA probe P2 exhibited high background fluorescence and poor linear dependence on concentration probably due to sticky sequences both in the PNA and the DNA target (Figure S8). At higher concentration (above 170 fmol) P3 and P4 showed saturation of fluorescence signal (Figure S9 and S10 respectively).

We next examined the selectivity of these probes in complex biological matrix that could mimic clinical samples. To achieve such complexity, each DNA target sample was mixed with 1.50 μg of total RNA extracted from an Rh30 cell line (a rhabdomyosarcoma cell line purchased from ATCC) which does not express HER2. Measurements of target DNA in total RNA background with P1 probe gave high selectivity and specificity similar to that is obtained from measurements in buffer solutions for both the wild and mutant type targets (Figure 6). The limit of detection (LOD) was determined by measuring ten identical samples with 0.85 fmol of the target. Based on the standard deviations of these measurements, the limit of detection for P1 probe is determined to be 0.39 fmol. These results suggest the potential applications of PNA probes for analytical determination of RNA targets in complex biological samples.

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Figure 6. Fluorescence bead assay of T1 and mT1 HER2 targets with extraneous RNA background using P1 probe.

https://doi.org/10.1371/journal.pone.0058870.g006

Furthermore, the ability of these probes to detect and measure long chain RNAs was investigated. Biotin labeled antisense HER2 RNA (cRNA) samples were synthesized via cDNA from total RNA extracted from MCF7 and SKBR3 (ATCC) breast cancer cell lines. These cell lines were chosen due to their differential expression or amplification of HER2 with significantly higher expression for SKBR3 cell lines as confirmed by RT-qPCR experiment ( Figure S1). A sense PNA probe P6 (NH2-linker-GACTCTAGGGTCCAGT-3′) was used to detect the cRNA. Interestingly this PNA probe detected the difference in levels of HER2 expression between SKBR3 and MCF7 cell lines (Figure 7). The analytical linear concentration ranges between 0.1 to 3.5 μg of total cRNA; this is a promising result because the cRNA sample is a very long chain compared to the 16-mer PNA probe and closely represents the complexity of real RNA sample.

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Figure 7. Fluorescence bead assay of HER2 cRNA from SKBR3 and MCF7 cell lines with PNA probe P6.

https://doi.org/10.1371/journal.pone.0058870.g007

Conclusions

PNAs are versatile synthetic genetic probes due to their high affinity hybridization to complimentary sequences, chemical stability and accessibility through standard chemical synthesis. Our results demonstrate that the designed PNA probes are efficient in discriminating single and double base mismatches under stringent hybridization conditions. The probes have shown very good sensitivity and specificity in complex RNA matrices which are important parameters for direct detection and analysis of mRNA in biological fluids. The observed analytical linear range (0.4–400 fmol) is sufficiently large and show great potential for both qualitative and quantitative analysis of genetic mutations and expression levels. Direct and label-free detection methods could be developed by integrating these PNA probes with field effect transistors [21], [31]. Such detection methods would result in a highly sensitive, reliable and compact instrumentation that is widely available in routine testing and monitoring.

Supporting Information

Figure S1.

qRT-PCR measurement of HER2 levels in MCF7 and SKBR3 cancer cell line.

https://doi.org/10.1371/journal.pone.0058870.s001

(PDF)

Figure S2.

IR spectrum of PNA modified gold surface.

https://doi.org/10.1371/journal.pone.0058870.s002

(PDF)

Figure S3.

XPS spectra of PNA modified gold surface.

https://doi.org/10.1371/journal.pone.0058870.s003

(PDF)

Figure S4.

Measurements of HER2 DNA targets with PNA probes.

https://doi.org/10.1371/journal.pone.0058870.s004

(PDF)

Figure S5.

Bead based hybridization assay of T6 (antisense) target with PNA probe P6 at 45°C.

https://doi.org/10.1371/journal.pone.0058870.s005

(PDF)

Figure S6.

Bead based hybridization assay of T6 (antisense) target with PNA probe P6 at 55°C.

https://doi.org/10.1371/journal.pone.0058870.s006

(PDF)

Figure S7.

Fluorescence bead assay of DNA target T1 with HER2 PNA probe P1.

https://doi.org/10.1371/journal.pone.0058870.s007

(PDF)

Figure S8.

Fluorescence bead assay of DNA target T2 with HER2 PNA probe P2.

https://doi.org/10.1371/journal.pone.0058870.s008

(PDF)

Figure S9.

Fluorescence bead assay of DNA target T3 with HER2 PNA probe P3.

https://doi.org/10.1371/journal.pone.0058870.s009

(PDF)

Figure S10.

Fluorescence bead assay of DNA target T4 with HER2 PNA probe P4.

https://doi.org/10.1371/journal.pone.0058870.s010

(PDF)

Figure S11.

Fluorescence bead assay of DNA target T5 with HER2 PNA probe P5.

https://doi.org/10.1371/journal.pone.0058870.s011

(PDF)

Acknowledgments

We would like to thank John Lloyd and Noel Whittaker for their assistance with mass spectrometry. We are also thankful to Ayele Negussie for his constructive suggestions during the preparation of the manuscript.

Disclaimer

The content of this publication does not necessarily reflect the views or policies of the Department of Health and Human Services, nor does mention of trade names, commercial products, or organizations imply endorsement by the U.S. Government.

Author Contributions

Conceived and designed the experiments: BM JSW JK. Performed the experiments: BM YKS JE KA AL HH JG SG. Analyzed the data: BM JSW JK. Contributed reagents/materials/analysis tools: PJ XW QC SG RG. Wrote the paper: BM JSW JK.

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