Next Article in Journal
The Subgingival Microbiome in Patients with Down Syndrome and Periodontitis
Next Article in Special Issue
S-Detect Software vs. EU-TIRADS Classification: A Dual-Center Validation of Diagnostic Performance in Differentiation of Thyroid Nodules
Previous Article in Journal
Translating Evidence from Clonal Hematopoiesis to Cardiovascular Disease: A Systematic Review
Previous Article in Special Issue
Influence of Care Pathway on Thyroid Nodule Surgery Relevance: A Historical Cohort Study
 
 
Search for Articles:
Title / Keyword
Author / Affiliation / Email
Journal
Article Type
 
 
Advanced Search
 
Section
Special Issue
Volume
Issue
Number
Page
 
Journals
JCM
Volume 9
Issue 8
10.3390/jcm9082481
jcm-logo
Submit to this Journal Review for this Journal Propose a Special Issue
► Article Menu

Article Menu

share Share announcement Help format_quote Cite question_answer Discuss in SciProfiles thumb_up
...
Endorse textsms
...
Comment
first_page
settings
Order Article Reprints
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Article

Detection of BRAFV600E in Liquid Biopsy from Patients with Papillary Thyroid Cancer Is Associated with Tumor Aggressiveness and Response to Therapy

by
Kirk Jensen
1,
Shilpa Thakur
2,
Aneeta Patel
1,
Maria Cecilia Mendonca-Torres
1,
John Costello
1,
Cristiane Jeyce Gomes-Lima
2,3,
Mary Walter
2,
Leonard Wartofsky
3,
Kenneth Dale Burman
3,
Athanasios Bikas
3,
Dorina Ylli
1,4,
Vasyl V. Vasko
1 and
Joanna Klubo-Gwiezdzinska
2,*
1
Department of Pediatrics, Endocrine Division, Uniformed Services University of the Health Sciences, Bethesda, MD 20814, USA
2
National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD 20814, USA
3
MedStar Health Research Institute, MedStar Washington Hospital Center, Washington, DC 20010, USA
4
Endocrinology Division, University of Medicine, 1005 Tirana, Albania
*
Author to whom correspondence should be addressed.
J. Clin. Med. 2020, 9(8), 2481; https://doi.org/10.3390/jcm9082481
Submission received: 19 June 2020 / Revised: 27 July 2020 / Accepted: 30 July 2020 / Published: 2 August 2020
(This article belongs to the Special Issue Novel Methods of Diagnostics of Thyroid and Parathyroid Lesions)
Browse Figure
Review Reports Versions Notes

Abstract

:
The detection of rare mutational targets in plasma (liquid biopsy) has emerged as a promising tool for the assessment of patients with cancer. We determined the presence of cell-free DNA containing the BRAFV600E mutations (cfBRAFV600E) in plasma samples from 57 patients with papillary thyroid cancer (PTC) with somatic BRAFV600E mutation-positive primary tumors using microfluidic digital PCR, and co-amplification at lower denaturation temperature (COLD) PCR. Mutant cfBRAFV600E alleles were detected in 24/57 (42.1%) of the examined patients. The presence of cfBRAFV600E was significantly associated with tumor size (p = 0.03), multifocal patterns of growth (p = 0.03), the presence of extrathyroidal gross extension (p = 0.02) and the presence of pulmonary micrometastases (p = 0.04). In patients with low-, intermediate- and high-risk PTCs, cfBRAFV600E was detected in 4/19 (21.0%), 8/22 (36.3%) and 12/16 (75.0%) of cases, respectively. Patients with detectable cfBRAFV600E were characterized by a 4.68 times higher likelihood of non-excellent response to therapy, as compared to patients without detectable cfBRAFV600E (OR (odds ratios), 4.68; 95% CI (confidence intervals)) 1.26–17.32; p = 0.02). In summary, the combination of digital polymerase chain reaction (dPCR) with COLD-PCR enables the detection of BRAFV600E in the liquid biopsy from patients with PTCs and could prove useful for the identification of patients with PTC at an increased risk for a structurally or biochemically incomplete or indeterminate response to treatment.

1. Introduction

Advances in the understanding of genetic and biologic characteristics of thyroid cancer, coupled with the development of new molecular targeted therapeutics, have led to improved diagnosis and treatment [1]. Progress in the characterization of the genomic landscape of thyroid cancers was principally fostered through next-generation sequencing (NGS) methods, allowing the detection of multiple variants simultaneously, including base substitutions, insertion/deletions, gene amplifications and gene rearrangements [2]. The analysis of genomic variants revealed a high frequency of activating somatic alterations of genes encoding effectors in the mitogen-activated protein kinase (MAPK) signaling pathway, including the point mutations of BRAF and the RAS genes, as well as fusions involving the RET and NTRK1 tyrosine kinases. BRAF mutations have been the most frequently detected genomic alterations in papillary thyroid cancer (PTC), being primarily mutations encoding V600E substitution [2,3,4].
On average, the frequency of the BRAFV600E mutation is 45% in PTC patients, but its prevalence can vary from 25–82% depending on the population examined [5,6]. The presence of BRAFV600E mutation in PTC patients has been associated with increased tumor progression, aggressive clinicopathological features and poorer prognosis, particularly when coupled with a telomerase reverse transcriptase (TERT) promoter mutation. Specifically, adverse clinical-pathological features associated with the BRAFV600E mutation include the presence of lymph node metastases, extrathyroidal invasion, distant metastases and advanced cancer stages [3,7]. Moreover, the occurrence of the BRAFV600E mutation has been correlated with tumor recurrence and reduced or absent radioiodine (RAI) avidity, leading to the failure of RAI therapy [8]. A linear relationship has also been observed between patient age and mortality risk in PTC patients with BRAFV600E mutation [3,9,10].
The detection of the BRAFV600E mutation in thyroid cancer patients has been conventionally determined by fine-needle aspiration (FNA) or tissue biopsy, followed by molecular testing and/or immunohistochemistry [11,12]. Growing evidence demonstrates that blood-based liquid biopsies provide a minimally invasive alternative for identifying the cellular and molecular signatures that can be used as biomarkers to detect early-stage cancer and predict disease progression [13,14]. In this context, the examination of circulating cell-free BRAFV600E (cfBRAFV600E) in blood could represent an attractive approach for diagnosis and monitoring the response to treatment in patients with PTC.
Since the amounts of cfDNA and cfRNA in blood are low, highly sensitive techniques are required for genomic analysis in liquid biopsy. Polymerase chain reaction (PCR) coupled with direct sequencing is a standard method for the detection of mutations, but this method is not sufficiently sensitive for the detection of low levels of DNA variants in a mixture of wild type and mutant sequences. Currently, droplet digital PCR (dPCR) is considered the technique of choice for the detection of rare mutations in liquid biopsy samples [15,16,17,18]. Recent studies demonstrated that dPCR can be successfully employed for monitoring response to therapy by quantifying BRAF and RAS mutants in samples from patients with cancers [19,20,21]. Another approach applies the techniques that allow the enrichment of low abundance variants in DNA samples. Co-amplification at lower denaturation temperature-based PCR (COLD-PCR) is a modified PCR method that allows the preferential amplification of rare mutant alleles within a target amplicon [22,23,24]. The unique attribute of COLD-PCR is that the selective enrichment of low-abundance mutations within a target amplicon is achieved by exploiting a small difference in the amplicon melting temperature [25,26]. Recent studies demonstrated that COLD-PCR was 10–100 times more sensitive than standard PCR in the detection of mutant variants. Currently, various versions of COLD-PCR (full-, ice-, fast-, TT-COLD-PCR) have been developed and utilized successfully for the detection of mutated genes, including KRAS, HRAS, NRAS, EGFR, TP53 and BRAF [23,24,27].
Until now, no data have demonstrated the suitability of the COLD-PCR method in the detection of a BRAFV600E mutation in liquid biopsy samples from thyroid cancer patients. In the current study, we investigated the utility of COLD-PCR in combination with digital PCR for the detection of BRAFV600E in liquid biopsy samples from the patients with PTC. The data derived were utilized to analyze the potential utility of this approach to improve the risk stratification and response to treatment in patients with thyroid cancer.

2. Materials and Methods

2.1. Subjects

This study was approved by the Uniformed Service University of the Health Sciences (USUHS), National Institutes of Diabetes, Digestive and Kidney Disease (NIDDK), (clinicaltrials.gov identifier NCT00001160) and MedStar Washington Hospital Center Institutional Review Boards, and informed consent was obtained from each patient.
This study consisted of a retrospective analysis of blood samples obtained from patients seen at NIDDK or MedStar Washington Hospital Center for the management of thyroid nodules. All patients underwent surgery (near-total or total thyroidectomy). After surgery, formalin-fixed, paraffin-embedded (FFPE) tissue samples were subjected to Ion TorrentTM OncomineTM Comensive Assay v3 (OCAv3) next-generation sequencing to determine the final pathology diagnosis and the mutation status of the original tumor. Only the patients with histologically confirmed papillary thyroid cancer (PTC) harboring a BRAFV600E mutation (57 patients) were included in this study.
These BRAFV600E-positive tumors were further sub-classified into low-, intermediate- and high-risk groups, based upon the criteria of the American Thyroid Association [28]. The low-risk group included intra-thyroidal PTC tumors with complete macroscopic tumor resection, no histological evidence of extra-thyroidal extension or vascular invasion, and no clinically evident lymph node metastases or distant metastases. PTCs that were classified as intermediate-risk tumors demonstrated evidence of microscopic invasion into perithyroidal soft tissue, vascular invasion, or clinical lymph node metastases. High-risk patients had tumors with evidence of distant metastases, macroscopic invasion of the perithyroidal tissue/structures, lymph node metastases ≥ 3 cm, or incomplete tumor resection.

2.2. Treatment with RAI, Biochemical Testing and Assessment of Overall Response to Therapy

Radioactive iodine therapy was administered to 46/57 patients. Serum thyroglobulin (Tg) and anti-Tg antibodies (TgAb) levels were measured by the Siemens Immulite 2000 Immunoassay system. The functional sensitivity of this assay was 0.07 ng/mL (Tg), and the lowest reported values were Tg less than 0.2 ng/mL.
The overall response to therapy was evaluated at the last follow-up visit and reported as an excellent response (no evidence of structural disease on imaging, Tg on levothyroxine (LT4) < 0.2 ng/mL and no TgAb); an indeterminate response (nonspecific findings on imaging and/or Tg on LT4 ≥ 0.2–< 1 ng/mL or stimulated Tg ≥ 1–< 10 ng/mL or stable or declining TgAb titers); a biochemical incomplete response (no evidence of structural disease on imaging and Tg ≥ 1 ng/mL on LT4 or stimulated Tg ≥ 10 ng/mL or rising TgAb titers); and structural incomplete response (evidence of structural disease on imaging).

2.3. Extraction of Cell Free DNA (cfDNA) from Plasma Samples

Patients underwent a blood draw as part of their treatment evaluation. In total, the blood samples were collected from 57 patients with BRAFV600E-positive primary PTCs. Fresh blood (2 mL) samples were drawn into BD Vacutainer EDTA tubes (Cat# 366643), immediately centrifuged at 3000 rpm for 10 min at +4 °C, and the plasma fractions were transferred to a clean tube and re-centrifuged at top speed for another 10 min. The plasma then was then carefully transferred to a clean tube to avoid any possible aspiration of the cell pellet and stored at −80 °C.
The isolation of the cfDNA was performed on the KingFisherTM Duo Prime particle processor (Thermo Fisher Scientific; Waltham, MA, USA) using the MagMax Cell Free DNA isolation kit (Thermo Fisher Scientific; Waltham, MA, USA; cat#A29319). The magnetic bead-based purification format enabled the processing of as little as 600 μL of plasma. For the samples where the plasma volume was less than 600 μL, PBS was added to reach 600 μL and corrected for the dilution factor to obtain a uniform 600 μL cfDNA extraction volume for the whole group. The purified cfDNA sample was eluted in 30 μL volume. The quality of the extracted cfDNA was examined using NanoDrop (Thermo Scientific, Waltham, MA, USA), and the eluates were stored at −80 °C.

2.4. Detection of BRAFV600 Mutation by Digital PCR

Microfluidic digital PCR analyses were performed on a QuantStudio™ 3D Digital PCR System (Life Technologies, Carlsbad, CA, USA) as per the previously published protocol [29]. The rare mutation SNP genotyping assays for BRAFV600E (Fluorescein—FAM) which was multiplexed with an assay for the detection of wild-type BRAF (2′-chloro-7′phenyl-1,4-dichloro-6-carboxy-fluorescein—VIC) were synthesized by Thermo Fisher Scientific. Reaction mixtures contained 8.75 μL of QuantStudio 3D Digital PCR Master Mix, 0.425 μL of TaqMan Assay by Design primer–probe mix, and a diluted sample of cfDNA. A non-template control of water was run for each assay, as well as positive (BCPAP–BRAFV600E-mutant thyroid cancer cell line) and negative (FTC133–BRAF-wild-type thyroid cancer cell line) sheared DNA controls. The reaction mixture was loaded onto the Quantstudio 3D digital PCR 20K chip and amplification was performed on the Proflex PCR system under the following conditions: 96 °C for 10 min, 39 cycles at 56 °C for 2 min and at 98 °C for 30 s, followed by a final extension step at 60 °C for 2 min. After amplification, the chips were imaged on the QuantStudio 3D Instrument.
The chips were analyzed by the Quantstudio 3D analysis suite cloud software, which assesses raw data and calculates the estimated concentration of the nucleic acid sequence targeted by the FAM and VIC fluorescent dye-labeled probes according to the Poisson distribution. The thresholds for FAM and VIC detection were manually set based on the results from the no-template control, and a minimum of 15,000 counts was required for analysis. The resulting data were reported in copies/μL together with the results of the data quality assessment metrics. The mutant fraction was calculated with the ratio of FAM counts (BRAFV600E) over FAM and VIC counts (BRAFV600 and BRAFWT) and the value standardized as a percentage.

2.5. Improved and Complete Co-Amplification at Lower Denaturation Temperature (ICE-COLD-PCR)

To enhance the sensitivity of the digital PCR method in the detection of BRAFV600E mutations, the COLD-PCR application was applied in order to amplify rare mutant copies relative to wild-type (WT). In brief, extracted nucleic acid template (DNA) was combined with a Precipio-manufactured reference sequence (RS). RS is a synthetic, single-stranded, wild-type-specific oligonucleotide reference sequence, which binds to the wild-type template and inhibits its amplification. The oligonucleotide RS contains a 3′-phosphate modification to prevent polymerase extension. The RS is slightly shorter than the length of the PCR amplicon so that it obstructs primer binding and prevents the amplification of wild-type alleles. At a critical denaturation temperature, the RS:WT duplex remains double-stranded, inhibiting the amplification of WT through thermocycling while RS:mutant duplexes are denatured and then exponentially amplified.
COLD-PCR was performed using the BRAF exon 15 mutation analysis kit (Precipio, NE, USA) on the Quantstudio Flex system (Thermo Fisher Scientific; Waltham, MA, USA). cfDNA from 25 pg to 1 ng were used as input in a 25 μL PCR mix including RS-oligonucleotide/PCR primer mix, and 2× Polymerase mix. Wild-type and V600E controls were also included. An initial denaturation step was performed for 30 s at 98 °C, followed by 45 cycles of ICE-COLD-PCR (10 s of denaturation at 98 °C; 30 s of blocker annealing at 69 °C and 30 s at 74 °C (Tc); 30 s of primer annealing at 63 °C; and 20 s of elongation at 72 °C) to enrich the mutation fraction. An additional five cycles of standard PCR amplification (10 s of denaturation at 98 °C, 10 s of annealing at 63 °C, and 20 s of elongation at 72 °C) was performed with the final extension at 72 °C for 5 min and infinite hold at 12 °C.
Enriched samples were used for the detection of BRAFV600E and wild-type BRAF alleles by real-time PCR using the Taqman Single-nucleotide polymorphism (SNP) Genotyping assay for BRAFV600E (Precipio, NE, USA) or for the detection of BRAFV600E and wild-type BRAF alleles using microfluidic digital PCR. For real-time PCR, 5 uL of the diluted sample (1 to 200) was added to a master mix containing the 20X Genotyping Assay mix, and the 2× GTXpress master mix. qPCR cycling conditions included an initial denaturation step for 20 s at 95 °C, followed by 40 cycles of 3 s at 95 °C, and 20 s at 60 °C, followed a final cooling step at 4 °C. The TaqMan® Genotyper and real-time PCR instrument software were used for allelic discrimination. Wild-type allele and mutant alleles utilized the VIC and FAM probe, respectively. The genotype assignments were based on the ratio between the fluorescent intensities of VIC and FAM after normalization. A high VIC/FAM ratio represented wild-type alleles and a low VIC/FAM ratio corresponded to mutant alleles. For microfluidic digital PCR, 1 μL of ICE-COLD-PCR product was used and allelic discrimination was performed as described above. Positive control (BRAFV600-mutant BCPAP cell line), wild-type (BRAF wild-type FTC133 cell line) control and negative template controls (NTC) were included and runs were done in triplicate.

2.6. Statistical Analysis

Data were summarized by using frequencies and percentages for categorical variables and means with standard deviations (SDs) or medians with the 25–75% interquartile range (IQRs) for continuous variables, dependent on the distribution. Shapiro–Wilk’s normality test was performed to access normal distribution. Categorical variables were compared between subgroups using the Fisher exact test or the Pearson Chi-square test, when appropriate. Continuous variables were compared with Student’s t-test and with the Mann–Whitney test when not following normal distribution. Logistic regression analyses were used to assess if mutation detection was an independent predictor of response to treatment when other clinically relevant predictive variables were kept constant. The odds ratios (OR) were reported along with their 95% confidence intervals (CI). A p-value of ≤ 0.05 was considered to be statistically significant in the analyses. Data analysis was performed using IBM SPSS Statistics 25.0 (IBM Corp., Armonk, NY, USA).

3. Results:

3.1. Combination of Microfluidic Digital PCR with COLD-PCR Increases the Sensitivity for Detection of BRAFV600E

We established a protocol to detect BRAFV600E in thyroid cancer samples by microfluidic digital PCR and described this technique in a previously published study [29]. In the present study, we applied a similar approach and in addition, used a co-amplification at COLD-PCR prior to digital PCR. Initial experiments were performed using the control DNAs (wild-type BRAF and 1% BRAFV600E), as well as the DNA extracted from a BRAFV600E-positive BCPAP cell line. As demonstrated in Figure 1, COLD-PCR significantly enriched the DNA template in rare mutant copies and increased the sensitivity of digital PCR for the detection of BRAFV600E by 100-fold. Subsequently, we used this approach for the analysis of DNA extracted from the plasma samples of patients with thyroid cancer.

3.2. Clinicopathologic Characteristics of BRAFV600E Positive Thyroid Cancers

The study cohort consisted of 57 patients with BRAFV600E-positive PTCs, followed for a median of 27 (IQR 16.5–51) months. Of these, 40 (70%) were women, and 17 (30%) were men. The average age of patients was 46 years, ranging from 21 to 82 years. The final pathology revealed a thyroid cancer diagnosis in all patients, including 38 patients with classical PTC (CPTC), 13 with tall cell variant PTC (TCPTC), and six with follicular variant PTC (FVPTC). In one case in addition to CPTC, a micro-medullary thyroid cancer was detected.
The average tumor size was 2.4 ± 1.8 cm, with a multifocal growth pattern found in 34/57 (59.6%) cases and gross extension in 13/57 (22.8%) cases. Lymph node metastases to the central neck and lateral neck compartments were detected in 31/57 (54%) and 18/57 (31%) cases, respectively. Distant metastases were found in 12 patients (in 10 individuals in lungs and two cases in bones). There were 19 patients with low-risk thyroid cancer, 22 patients with intermediate-risk tumors, and in 16 cases the tumors were classified as high-risk PTCs.

3.3. Detection of cfBRAFV600E in Serum from Patients with Low-, Intermediate- and High–Risk PTCs

Microfluidic digital PCR allowed the detection of cfBRAFV600E in the DNA extracted from 8/57 (14%) patients. The ratios of the mutant vs. wild-type BRAF alleles ranged from 0.6% to 6.9%. By microfluidic dPCR, cfBRAFV600E alleles were found in seven patients with high-risk PTCs and one patient with intermediate-risk PTC. The combination of microfluidic dPCR with COLD-PCR allowed the detection of circulating cfBRAFV600E in 24/57 (42.1%) examined patients.
Clinicopathological characteristics of the cases in which circulating cfBRAFV600E was detected and the cases in which wild-type BRAF was detected are summarized and compared in Table 1.
There was no significant correlation between the presence of cfBRAFV600E or wild-type BRAF in plasma and patient gender and age at diagnosis or histological subtype of tumor. However, the detection of cfBRAFV600E was significantly associated with tumor size (p = 0.03), multifocal patterns of growth (p = 0.03), the presence of extrathyroidal gross extension (p = 0.02) and the presence of pulmonary micrometastases (p = 0.04).
There was no significant correlation between the presence of cfBRAFV600E or wild-type BRAF in plasma and patient gender and age at diagnosis or histological subtype of tumor. However, the detection of cfBRAFV600E was significantly associated with tumor size (p = 0.03), multifocal patterns of growth (p = 0.03), the presence of extrathyroidal gross extension (p = 0.02) and the presence of pulmonary micrometastases (p = 0.04).
Analysis of cfDNA from blood samples that were obtained in patients with low-, intermediate-, and high-risk PTCs revealed the presence of cfBRAFV600E in 4/19 (21.0%), 8/22 (36.3%) and 12/16 (75.0%) of cases, respectively. The results of the analysis are summarized in Table 2.
In the liquid biopsy from patients with low-risk tumors, cfBRAFV600E alleles were less frequently detected than wild-type BRAF (p = 0.026). In contrast, in the plasma from the patients with high-risk PTCs, cfBRAFV600E alleles were more frequently detected than wild-type BRAF (p = 0.002).

3.4. Detection of cfBRAFV600E in Serum Samples and Treatment Outcome

All patients underwent surgery for thyroid cancer. During the follow-up, repeat surgery for metastatic lymph nodes was reported in 12/57 patients, including seven patients with detectable BRAFV600E in serum and five patients with circulating wild-type BRAF. Treatment with RAI was administered to 46/57 patients (23 with cfBRAFV600E and 23 with wild-type cfBRAF). Multiple treatments with RAI were administered in five patients with cfBRAFV600E and in two patients with wild-type cfBRAF. The median cumulative doses in patients with BRAFV600E and wild-type BRAF were 145 mci (IQR 250 mci) and 100 mci (IQR 150 mci), respectively, p = 0.022.
An overall excellent response was documented in 6/24 (25%) patients with cfBRAFV600E, and in 23/33 (69.6%) patients with wild-type cfBRAF (p = 0.001). The analysis of treatment outcomes in patients with low-, intermediate-, and high-risk cancers is presented in Table 3.
A multivariate logistic regression model, including clinically relevant prognostic factors such as age, ATA risk stratification and cfBRAFV600E mutation status, revealed that the detection of cfBRAFV600E was an independent factor for an incomplete response to treatment, along with the baseline pathology associated with a high risk for recurrence. Table 4 shows that the odds of having an incomplete response to treatment is 4.68 times greater for patients with cfBRAFV600E mutation compared to the patients with wild-type BRAF, independently of other risk factors (OR, 4.68; 95% CI, 1.26–17.32; p = 0.02).

3.5. Detection of cfBRAFV600E in Serum Samples from Low-Risk Thyroid Cancer Patients

Low-risk papillary cancers represent the vast majority of thyroid cancers diagnosed today. There is no convincing evidence that aggressive treatment is beneficial for these patients. Therefore, studies that identify molecular markers that would predict the response to treatment in low-risk thyroid cancer patients could be useful.
An association between the presence of cfBRAFV600E and an efficacy of treatment was found when a low-risk group of patients was analyzed. In total, the excellent response to treatment in the low-risk group was documented in 15/19 (78.9%) patients. Among these patients, BRAFV600E was detected in the serum in four individuals, and only wild-type BRAF was found in 15 patients. An excellent response was reported in 25% (1/4) cases with BRAFV600E, and in 93% (14/15) of patients with wild-type BRAF (p = 0.016).

4. Discussion

Insights into the biological behavior of malignancies were gained by the identification of biomarkers in blood samples, taken at various time points during the course of the disease. Liquid biopsy has been shown to be a viable approach for the minimally-invasive assessment of tumor-specific mutations, and can potentially be used in both clinical and investigational applications [13,14]. Recent studies have demonstrated that liquid biopsy is a useful technique for monitoring the response to treatment in patients with medullary and radioiodine-refractory poorly differentiated thyroid cancers [30,31].
In this study, we examined the utility of liquid biopsy in patients with BRAFV600E-mutant PTC. We focused on the detection of cfBRAFV600E, since this is the most frequent genomic alteration found in PTC and a well established druggable target with already approved pharmacological inhibitors of the BRAF/MAPK signaling pathway. We hypothesized that the detection of BRAFV600E in liquid biopsy samples from patients with BRAFV600E-positive primary PTCs could be correlated with the aggressiveness of thyroid cancer. We also sought to determine the potential utility of this test for the delineation of treatment outcome in patients with PTCs.
The first step was the development of a sensitive assay, capable of detecting low-abundance BRAFV600E in the blood samples from patients with thyroid cancer. One approach for the assessment of low-abundance DNA variants involves technologies allowing the preferential enrichment of mutant DNA sequences, such as COLD-PCR [32]. COLD-PCR can be combined with other PCR techniques and evidence indicates that COLD-PCR can be used as a fundamental platform to improve the sensitivity of downstream technologies, including Sanger sequencing, digital PCR and mutation genotyping.
We developed a protocol for the analysis of cfBRAFV600E, where microfluidic digital PCR was combined with COLD-PCR. By performing experiments using synthetic DNAs as well as DNA extracted from thyroid cancer cell lines, we demonstrated that the enrichment of mutant alleles using COLD-PCR increases the sensitivity of microfluidic digital PCR by 100-fold, as compared to digital PCR alone. These results suggest that the combination of microfluidic digital PCR with COLD-PCR could be a suitable technique for the assessment of liquid biopsy samples from patients with thyroid cancer.
Then, we applied this approach for the analysis of BRAFV600E in DNA extracted from the plasma of patients with PTC. We demonstrated that microfluidic digital PCR allowed the detection of cfBRAFV600E in 14% of patients. However, when the enrichment of low-abundance mutations by COLD-PCR was performed prior to dPCR, cfBRAFV600E was detected in the blood of 42% of the examined patients. These results show that differences in methodology significantly affect the outcome of the assay, providing an explanation for the conflicting results that have been published. The analysis of BRAFV600E in the serum samples from 94 patients with PTC that were performed using real-time PCR demonstrated that none of the patients had a detectable serum BRAFV600E mutation [33]. However, another study demonstrated that cfBRAFV600E was detected in 20 of 173 PTC patients when the allele-specific real-time PCR method was employed [34]. Methodological differences can also partially account for the unclear association between cfBRAFV600E and clinicopathologic characteristics. Thus, while there was no correlation between cfBRAFV600E and clinicopathologic data in one study [33], the detection of BRAFV600E in the blood was found to be associated with the BRAF status in primary tumors and the presence of active disease in another study [34].
In the current study, by using a combination of microfluidic digital PCR and COLD-PCR techniques, we showed that the detection of cfBRAFV600E in liquid biopsy has a lower performance as compared to BRAFV600E testing in thyroid tissue samples. These results are consistent with the previously published analyses of cfBRAFV600E in liquid biopsy samples from patients with thyroid tumors [34,35,36]. These findings suggest that molecular testing from liquid biopsy samples in patients with thyroid nodules cannot substitute for fine-needle aspiration biopsy.
In patients with thyroid nodules, the detection of BRAFV600E in thyroid fine-needle aspiration biopsy is a well established marker of malignancy, and is associated with a greater likelihood of nodal recurrence [5,12]. However, it appears that the BRAFV600E mutation alone is of limited value in risk stratification and its detection in fine needle aspiration biopsy (FNAB) samples does not provide definitive information on the degree of tumor aggressiveness, or the presence of extrathyroidal extension or of distant metastases.
In our study, a comparison of two groups of patients (with- and without detectable cfBRAFV600E in plasma) revealed that the presence of cfBRAFV600E was associated with the size of the primary tumor as well as with the presence of extra-thyroidal gross extension at the time of surgery. In addition, pulmonary micro-metastases were more frequently detected in patients with detectable cfBRAFV600E. These observations suggest that in patients with thyroid nodules, the diagnostic workflow might include not only the detection of BRAFV600E in FNAB samples, but also the assessment of plasma cfBRAFV600E. The combination of a solid and a liquid biopsy could potentially improve the risk stratification in patients with PTC.
The assessment of liquid biopsy samples in patients with low-, intermediate-, and high-risk tumors demonstrated a progressive increase in the frequency of detectable cfBRAFV600E. These observations were in agreement with previous reports that have demonstrated an association between the presence of circulating cfBRAFV600E and tumor burden in patients with PTC [34,35]. However, in our study, the detection of circulating cfBRAFV600E was not limited to the patients with advanced PTC. Moreover, we demonstrated that the analysis of liquid biopsy can help in the identification of a subset of PTCs with more aggressive characteristics even in the group of low-risk cancer patients. The use of an effective method in the early identification of a thyroid tumor could permit a minimal invasive surgery preventing some of the complication related to conventional surgery [37,38]. Our data suggest the potential utility of liquid biopsy in guiding the surgical decision, however, additional studies addressing this specific question are needed.
Approximately 5% of metastatic thyroid cancer becomes less well differentiated and demonstrates a poor response to treatment [1]. Patients with BRAFV600E-positive thyroid cancer are poor responders or refractory to RAI therapy because this gain-of-function mutation modulates iodine metabolism resulting in a decreased ability of neoplastic cells to uptake and incorporate radioiodine [7,10]. Recently, the FDA approved two small BRAF-specific inhibitors: vemurafenib and dabrafenib for BRAFV600E-positive advanced RAI-refractory thyroid cancer and metastatic PTC. Evidence suggests that BRAF inhibitory agents restore RAI uptake in BRAFV600E iodine-refractory thyroid cancer cells, probably by reactivating the expression of thyroid-specific genes involved in iodine metabolism [39]. In this context, the identification of patients who would benefit from therapy with the pharmacological inhibitors of BRAF is an important issue. In this study, we demonstrated that the detection of cfBRFV600E in liquid biopsy is an independent factor predicting the response to therapy in patients with PTC. Further study could determine whether the evaluation of cfBRFV600E in liquid biopsy samples could identify patients with a risk of incomplete response after RAI treatment who might then be candidates for alternative treatment with BRAF inhibitors.
The utility of liquid biopsy for the monitoring of patients’ responses to treatment has been demonstrated in patients with melanoma, colon cancer, and medullary thyroid cancer [13,16,30]. Unfortunately, the design of the current study (retrospective analysis of plasma samples) did not allow for the evaluation of the utility of liquid biopsy for monitoring the response to treatment with RAI over time in the same patients. The only serum marker currently used in the follow-up of PTC is thyroglobulin (Tg), which is extremely sensitive and reliable but may be less informative in some subsets of patients, particularly those with anti-Tg antibodies. The incomplete resection of normal thyroid tissue or the dedifferentiation of thyroid tumors can render the interpretation of thyroglobulin extremely challenging. In such cases, circulating BRAFV600E may provide an additional tool to monitor PTC patients during treatment.
The development of a comprehensive set of molecular variables to improve risk stratification and facilitate the disease follow-up and monitoring of patients’ response to treatment is a common trend in cancer research. Results of our study demonstrate that the combination of microfluidic digital PCR with COLD-PCR increases the sensitivity of cfBRAFV600E testing in liquid biopsy samples from patients with papillary thyroid cancer. These results also suggest that the implementation of liquid biopsy in clinical practice can improve risk stratification and the delineation of an optimal therapeutic strategy in patients with PTC.

Author Contributions

Conceptualization—J.K.-G. and V.V.V.; Methodology—K.J., S.T., A.P., M.C.M.-T., J.C., C.J.G.-L., M.W., L.W., K.D.B., A.B., D.Y., V.V.V. and J.K.-G.; Software—D.Y.; Validation—K.J., A.P., M.C.M.-T. and J.C.; Formal analysis—D.Y., J.K.-G. and V.V.V.; Investigation—K.J., S.T., A.P., M.C.M.-T., J.C., C.J.C.-L., M.W., L.W., K.D.B., A.B., D.Y., V.V.V. and J.K.-G.; Resources—J.K.-G. and V.V.V.; Data curation—M.W., D.Y., J.K.-G. and V.V.V.; Writing—K.J., S.T., J.K.-G. and V.V.V.; Writing Review—K.J., S.T., A.P., M.C.M.-T., J.C., C.J.G.-L., M.W., L.W., K.D.B., A.B., D.Y., V.V.V. and J.K.-G.; Visualization—K.J., S.T. and V.V.V.; Supervision—K.D.B., L.W., J.K.-G. and V.V.V.; Project Administration—M.W. and M.C.M.-T.; Funding—J.K.-G. and V.V.V. All authors have read and agreed to the published version of the manuscript.

Funding

This research was funded by the Murtha Cancer Center, grant number PED-86-90-46 and NIDDK grant ZIE DK 04705313.

Acknowledgments

This project was supported in part by The Catherine Heron and Al Schneider Fellowship in Thyroid Cancer. We would like to thank Lee Weinstein for the critical review of the paper. We thank our patients for participation in the study.

Conflicts of Interest

The authors declare no conflict of interest.

Disclaimer

The opinions or assertions contained herein are the private ones of the authors and are not to be construed as official or reflecting the views of the Department of Defense or the Uniformed Services University of the Health Sciences.

References

  1. Fagin, J.A.; Wells, S.A., Jr. Biologic and Clinical Perspectives on Thyroid Cancer. N. Engl. J. Med. 2016, 375, 2307. [Google Scholar] [CrossRef] [Green Version]
  2. Cancer Genome Atlas Research, N. Integrated genomic characterization of papillary thyroid carcinoma. Cell 2014, 159, 676–690. [Google Scholar] [CrossRef]
  3. Xu, B.; Ibrahimpasic, T.; Wang, L.; Sabra, M.M.; Migliacci, J.C.; Tuttle, R.M.; Ganly, I.; Ghossein, R. Clinicopathologic Features of Fatal Non-Anaplastic Follicular Cell-Derived Thyroid Carcinomas. Thyroid Off. J. Am. Thyroid Assoc. 2016, 26, 1588–1597. [Google Scholar] [CrossRef] [Green Version]
  4. Landa, I.; Ibrahimpasic, T.; Boucai, L.; Sinha, R.; Knauf, J.A.; Shah, R.H.; Dogan, S.; Ricarte-Filho, J.C.; Krishnamoorthy, G.P.; Xu, B.; et al. Genomic and transcriptomic hallmarks of poorly differentiated and anaplastic thyroid cancers. J. Clin. Investig. 2016, 126, 1052–1066. [Google Scholar] [CrossRef] [Green Version]
  5. Liu, C.; Chen, T.; Liu, Z. Associations between BRAF(V600E) and prognostic factors and poor outcomes in papillary thyroid carcinoma: A meta-analysis. World J. Surg. Oncol. 2016, 14, 241. [Google Scholar] [CrossRef] [Green Version]
  6. Xing, M. BRAF V600E mutation and papillary thyroid cancer. JAMA 2013, 310, 535. [Google Scholar] [CrossRef] [Green Version]
  7. Xing, M.; Westra, W.H.; Tufano, R.P.; Cohen, Y.; Rosenbaum, E.; Rhoden, K.J.; Carson, K.A.; Vasko, V.; Larin, A.; Tallini, G.; et al. BRAF mutation predicts a poorer clinical prognosis for papillary thyroid cancer. J. Clin. Endocrinol. Metab. 2005, 90, 6373–6379. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  8. Ge, J.; Wang, J.; Wang, H.; Jiang, X.; Liao, Q.; Gong, Q.; Mo, Y.; Li, X.; Li, G.; Xiong, W.; et al. The BRAF V600E mutation is a predictor of the effect of radioiodine therapy in papillary thyroid cancer. J. Cancer 2020, 11, 932–939. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  9. Wang, F.; Zhao, S.; Shen, X.; Zhu, G.; Liu, R.; Viola, D.; Elisei, R.; Puxeddu, E.; Fugazzola, L.; Colombo, C.; et al. BRAF V600E Confers Male Sex Disease-Specific Mortality Risk in Patients With Papillary Thyroid Cancer. J. Clin. Oncol. Off. J. Am. Soc. Clin. Oncol. 2018, 36, 2787–2795. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  10. Shen, X.; Zhu, G.; Liu, R.; Viola, D.; Elisei, R.; Puxeddu, E.; Fugazzola, L.; Colombo, C.; Jarzab, B.; Czarniecka, A.; et al. Patient Age-Associated Mortality Risk Is Differentiated by BRAF V600E Status in Papillary Thyroid Cancer. J. Clin. Oncol. Off. J. Am. Soc. Clin. Oncol. 2018, 36, 438–445. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  11. Zhang, X.; Wang, L.; Wang, J.; Zhao, H.; Wu, J.; Liu, S.; Zhang, L.; Li, Y.; Xing, X. Immunohistochemistry is a feasible method to screen BRAF V600E mutation in colorectal and papillary thyroid carcinoma. Exp. Mol. Pathol. 2018, 105, 153–159. [Google Scholar] [CrossRef] [PubMed]
  12. Nikiforov, Y.E.; Ohori, N.P.; Hodak, S.P.; Carty, S.E.; LeBeau, S.O.; Ferris, R.L.; Yip, L.; Seethala, R.R.; Tublin, M.E.; Stang, M.T.; et al. Impact of mutational testing on the diagnosis and management of patients with cytologically indeterminate thyroid nodules: A prospective analysis of 1056 FNA samples. J. Clin. Endocrinol. Metab. 2011, 96, 3390–3397. [Google Scholar] [CrossRef] [PubMed]
  13. Heitzer, E.; Perakis, S.; Geigl, J.B.; Speicher, M.R. The potential of liquid biopsies for the early detection of cancer. NPJ Precis. Oncol. 2017, 1, 36. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  14. Perakis, S.; Speicher, M.R. Emerging concepts in liquid biopsies. BMC Med. 2017, 15, 75. [Google Scholar] [CrossRef] [Green Version]
  15. Carow, K.; Read, C.; Hafner, N.; Runnebaum, I.B.; Corner, A.; Durst, M. A comparative study of digital PCR and real-time qPCR for the detection and quantification of HPV mRNA in sentinel lymph nodes of cervical cancer patients. BMC Res. Notes 2017, 10, 532. [Google Scholar] [CrossRef] [Green Version]
  16. Denis, J.A.; Patroni, A.; Guillerm, E.; Pepin, D.; Benali-Furet, N.; Wechsler, J.; Manceau, G.; Bernard, M.; Coulet, F.; Larsen, A.K.; et al. Droplet digital PCR of circulating tumor cells from colorectal cancer patients can predict KRAS mutations before surgery. Mol. Oncol. 2016, 10, 1221–1231. [Google Scholar] [CrossRef] [Green Version]
  17. Dong, L.; Wang, S.; Fu, B.; Wang, J. Evaluation of droplet digital PCR and next generation sequencing for characterizing DNA reference material for KRAS mutation detection. Sci. Rep. 2018, 8, 9650. [Google Scholar] [CrossRef] [Green Version]
  18. Garcia, J.; Dusserre, E.; Cheynet, V.; Bringuier, P.P.; Brengle-Pesce, K.; Wozny, A.S.; Rodriguez-Lafrasse, C.; Freyer, G.; Brevet, M.; Payen, L.; et al. Evaluation of pre-analytical conditions and comparison of the performance of several digital PCR assays for the detection of major EGFR mutations in circulating DNA from non-small cell lung cancers: The CIRCAN_0 study. Oncotarget 2017, 8, 87980–87996. [Google Scholar] [CrossRef] [Green Version]
  19. Ashida, A.; Sakaizawa, K.; Mikoshiba, A.; Uhara, H.; Okuyama, R. Quantitative analysis of the BRAF V600E mutation in circulating tumor-derived DNA in melanoma patients using competitive allele-specific TaqMan PCR. Int. J. Clin. Oncol. 2016, 21, 981–988. [Google Scholar] [CrossRef]
  20. Lamy, P.J.; Castan, F.; Lozano, N.; Montelion, C.; Audran, P.; Bibeau, F.; Roques, S.; Montels, F.; Laberenne, A.C. Next-Generation Genotyping by Digital PCR to Detect and Quantify the BRAF V600E Mutation in Melanoma Biopsies. J. Mol. Diagn. 2015, 17, 366–373. [Google Scholar] [CrossRef] [Green Version]
  21. Li, X.; Liu, Y.; Shi, W.; Xu, H.; Hu, H.; Dong, Z.; Zhu, G.; Sun, Y.; Liu, B.; Gao, H.; et al. Droplet digital PCR improved the EGFR mutation diagnosis with pleural fluid samples in non-small-cell lung cancer patients. Clin. Chim. Acta Int. J. Clin. Chem. 2017, 471, 177–184. [Google Scholar] [CrossRef] [PubMed]
  22. Sefrioui, D.; Mauger, F.; Leclere, L.; Beaussire, L.; Di Fiore, F.; Deleuze, J.F.; Sarafan-Vasseur, N.; Tost, J. Comparison of the quantification of KRAS mutations by digital PCR and E-ice-COLD-PCR in circulating-cell-free DNA from metastatic colorectal cancer patients. Clin. Chim. Acta Int. J. Clin. Chem. 2017, 465, 1–4. [Google Scholar] [CrossRef] [PubMed]
  23. Mauger, F.; How-Kit, A.; Tost, J. COLD-PCR Technologies in the Area of Personalized Medicine: Methodology and Applications. Mol. Diagn. Ther. 2017, 21, 269–283. [Google Scholar] [CrossRef] [PubMed]
  24. Tost, J. The clinical potential of Enhanced-ice-COLD-PCR. Expert Rev. Mol. Diagn. 2016, 16, 265–268. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  25. Milbury, C.A.; Correll, M.; Quackenbush, J.; Rubio, R.; Makrigiorgos, G.M. COLD-PCR enrichment of rare cancer mutations prior to targeted amplicon resequencing. Clin. Chem. 2012, 58, 580–589. [Google Scholar] [CrossRef] [Green Version]
  26. Li, J.; Makrigiorgos, G.M. COLD-PCR: A new platform for highly improved mutation detection in cancer and genetic testing. Biochem. Soc. Trans. 2009, 37, 427–432. [Google Scholar] [CrossRef]
  27. Castellanos-Rizaldos, E.; Milbury, C.A.; Guha, M.; Makrigiorgos, G.M. COLD-PCR enriches low-level variant DNA sequences and increases the sensitivity of genetic testing. Methods Mol. Biol. 2014, 1102, 623–639. [Google Scholar] [CrossRef]
  28. Haugen, B.R.; Alexander, E.K.; Bible, K.C.; Doherty, G.M.; Mandel, S.J.; Nikiforov, Y.E.; Pacini, F.; Randolph, G.W.; Sawka, A.M.; Schlumberger, M.; et al. 2015 American Thyroid Association Management Guidelines for Adult Patients with Thyroid Nodules and Differentiated Thyroid Cancer: The American Thyroid Association Guidelines Task Force on Thyroid Nodules and Differentiated Thyroid Cancer. Thyroid Off. J. Am. Thyroid Assoc. 2016, 26, 1–133. [Google Scholar] [CrossRef] [Green Version]
  29. Ylli, D.; Patel, A.; Jensen, K.; Li, Z.Z.; Mendonca-Torres, M.C.; Costello, J.; Gomes-Lima, C.J.; Wartofsky, L.; Burman, K.D.; Vasko, V.V. Microfluidic Droplet Digital PCR Is a Powerful Tool for Detection of BRAF and TERT Mutations in Papillary Thyroid Carcinomas. Cancers 2019, 11, 1916. [Google Scholar] [CrossRef] [Green Version]
  30. Cote, G.J.; Evers, C.; Hu, M.I.; Grubbs, E.G.; Williams, M.D.; Hai, T.; Duose, D.Y.; Houston, M.R.; Bui, J.H.; Mehrotra, M.; et al. Prognostic Significance of Circulating RET M918T Mutated Tumor DNA in Patients With Advanced Medullary Thyroid Carcinoma. J. Clin. Endocrinol. Metab. 2017, 102, 3591–3599. [Google Scholar] [CrossRef]
  31. Brose, M.S.; Cabanillas, M.E.; Cohen, E.E.; Wirth, L.J.; Riehl, T.; Yue, H.; Sherman, S.I.; Sherman, E.J. Vemurafenib in patients with BRAF(V600E)-positive metastatic or unresectable papillary thyroid cancer refractory to radioactive iodine: A non-randomised, multicentre, open-label, phase 2 trial. Lancet Oncol. 2016, 17, 1272–1282. [Google Scholar] [CrossRef] [Green Version]
  32. Fitarelli-Kiehl, M.; Yu, F.; Ashtaputre, R.; Leong, K.W.; Ladas, I.; Supplee, J.; Paweletz, C.; Mitra, D.; Schoenfeld, J.D.; Parangi, S.; et al. Denaturation-Enhanced Droplet Digital PCR for Liquid Biopsies. Clin. Chem. 2018, 64, 1762–1771. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  33. Kwak, J.Y.; Jeong, J.J.; Kang, S.W.; Park, S.; Choi, J.R.; Park, S.J.; Kim, E.K.; Chung, W.Y. Study of peripheral BRAF(V600E) mutation as a possible novel marker for papillary thyroid carcinomas. Head Neck 2013, 35, 1630–1633. [Google Scholar] [CrossRef] [PubMed]
  34. Cradic, K.W.; Milosevic, D.; Rosenberg, A.M.; Erickson, L.A.; McIver, B.; Grebe, S.K. Mutant BRAF(T1799A) can be detected in the blood of papillary thyroid carcinoma patients and correlates with disease status. J. Clin. Endocrinol. Metab. 2009, 94, 5001–5009. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  35. Almubarak, H.; Qassem, E.; Alghofaili, L.; Alzahrani, A.S.; Karakas, B. Non-invasive Molecular Detection of Minimal Residual Disease in Papillary Thyroid Cancer Patients. Front. Oncol. 2019, 9, 1510. [Google Scholar] [CrossRef]
  36. Li, H.; Zhao, J.; Zhang, J.; Wang, C.; Li, M.; Wu, S.; Su, Z.; Pan, Q. Detection of ctDNA in the plasma of patients with papillary thyroid carcinoma. Exp. Ther. Med. 2019, 18, 3389–3396. [Google Scholar] [CrossRef]
  37. Calo, P.G.; Medas, F.; Conzo, G.; Podda, F.; Canu, G.L.; Gambardella, C.; Pisano, G.; Erdas, E.; Nicolosi, A. Intraoperative neuromonitoring in thyroid surgery: Is the two-staged thyroidectomy justified? Int. J. Surg. 2017, 41 (Suppl. 1), S13–S20. [Google Scholar] [CrossRef]
  38. Gambardella, C.; Polistena, A.; Sanguinetti, A.; Patrone, R.; Napolitano, S.; Esposito, D.; Testa, D.; Marotta, V.; Faggiano, A.; Calo, P.G.; et al. Unintentional recurrent laryngeal nerve injuries following thyroidectomy: Is it the surgeon who pays the bill? Int. J. Surg. 2017, 41 (Suppl. 1), S55–S59. [Google Scholar] [CrossRef]
  39. Dunn, L.A.; Sherman, E.J.; Baxi, S.S.; Tchekmedyian, V.; Grewal, R.K.; Larson, S.M.; Pentlow, K.S.; Haque, S.; Tuttle, R.M.; Sabra, M.M.; et al. Vemurafenib Redifferentiation of BRAF Mutant, RAI-Refractory Thyroid Cancers. J. Clin. Endocrinol. Metab. 2019, 104, 1417–1428. [Google Scholar] [CrossRef]
Jcm 09 02481 g001 550
Figure 1. Detection of BRAFV600E by microfluidic digital PCR alone or in combination with COLD-PCR. Each panel represents a single experiment whereby DNA from BCPAP cells was segregated into individual wells and assessed for the presence of the mutant alleles using two different fluorophores (FAM and VIC). The signals from the FAM (blue) and VIC (red) dyes are plotted on the Y axis and the X axis, respectively. The yellow cluster represents the unamplified wells (negative calls). (A) Two-dimensional plots of microfluidic digital PCR reads out of 1 ng DNA extracted from BCPAP cells. Blue cluster represents the wells that were positive for the BRAFV600E mutation. (B) Results of dPCR analysis after the enrichment of BRAFV600E by COLD-PCR demonstrating 100-fold increase in mutant alleles (blue cluster). dPCR, digital Polymerase chain reaction; COLD, co-amplification at lower denaturation temperature; PCR, Polymerase chain reaction; FAM, fluorescein; VIC, 2′-chloro-7′phenyl-1,4-dichloro-6-carboxy-fluorescein.
Figure 1. Detection of BRAFV600E by microfluidic digital PCR alone or in combination with COLD-PCR. Each panel represents a single experiment whereby DNA from BCPAP cells was segregated into individual wells and assessed for the presence of the mutant alleles using two different fluorophores (FAM and VIC). The signals from the FAM (blue) and VIC (red) dyes are plotted on the Y axis and the X axis, respectively. The yellow cluster represents the unamplified wells (negative calls). (A) Two-dimensional plots of microfluidic digital PCR reads out of 1 ng DNA extracted from BCPAP cells. Blue cluster represents the wells that were positive for the BRAFV600E mutation. (B) Results of dPCR analysis after the enrichment of BRAFV600E by COLD-PCR demonstrating 100-fold increase in mutant alleles (blue cluster). dPCR, digital Polymerase chain reaction; COLD, co-amplification at lower denaturation temperature; PCR, Polymerase chain reaction; FAM, fluorescein; VIC, 2′-chloro-7′phenyl-1,4-dichloro-6-carboxy-fluorescein.
Jcm 09 02481 g001
Table
Table 1. Clinicopathological features of the BRAFV600-positive papillary thyroid carcinomas.
Table 1. Clinicopathological features of the BRAFV600-positive papillary thyroid carcinomas.
Clinical FeaturescfBRAFV600E in Plasma (24 Cases)Wild-Type cfBRAF in Plasma (33 Cases)p-Value
Age at the time of diagnosis (years) 45.7 ± 16.946.5 ± 16.40.92
Sex (male/female)8/169/240.62
Tumor subtype
Classical 16 (67%)22 (67%)0.87
Follicular variant 2 (8%)4 (12%)
Tall cell variant 6 (25%)7 (21%)
Tumor size (cm)2.99 ± 1.91.99 ± 1.60.03
Multifocal growth 10 (42%)24 (73%)0.03
Gross extrathyroidal extension 9 (38%)4 (12%)0.02
Lymph node metastasis 16 (67%)15 (45%)0.27
Distant metastases 8 (33%)4 (12%)0.05
Pulmonary micrometastases7 (29%)3 (9%)0.04
Table
Table 2. Risk stratification of the patients with BRAFV600-positive papillary thyroid carcinomas.
Table 2. Risk stratification of the patients with BRAFV600-positive papillary thyroid carcinomas.
Risk StratificationBRAFV600E in Plasma n = 24 CasesWild-Type BRAF in Plasma n = 33 Casesp-Value
Low risk4 (21%)15 (79%)0.02
Intermediate risk8 (36%)14 (64%)0.48
High risk12 (75%)4 (25%)0.002
Table
Table 3. Response to the treatment related to risk classification and cfBRAFV600E detection.
Table 3. Response to the treatment related to risk classification and cfBRAFV600E detection.
Risk Group# CasesBRAF Status# CasesTreatment Outcome
Excellent ResponseIndeterminate ResponseBiochemically IncompleteStructurally Incomplete
Low19mutant41120
wild-type1514100
Intermediate22mutant83302
wild-type148402
High16mutant122046
wild-type41012
Table
Table 4. The risk factors associated with non-excellent response to treatment (either biochemical or structurally incomplete or indeterminate response).
Table 4. The risk factors associated with non-excellent response to treatment (either biochemical or structurally incomplete or indeterminate response).
VariableOdds Ratio (OR)95% Confidence Intervals (CI)p Value
LowerUpper
Age at diagnosis0.990.951.040.80
cfBRAFV600E detection4.681.2617.320.02
Risk stratification (intermediate vs. low)2.810.6212.750.18
Risk stratification (high vs. low)9.331.53956.6180.01
OR, odds ratio; CI, confidence intervals.

Share and Cite

MDPI and ACS Style

Jensen, K.; Thakur, S.; Patel, A.; Mendonca-Torres, M.C.; Costello, J.; Gomes-Lima, C.J.; Walter, M.; Wartofsky, L.; Burman, K.D.; Bikas, A.; et al. Detection of BRAFV600E in Liquid Biopsy from Patients with Papillary Thyroid Cancer Is Associated with Tumor Aggressiveness and Response to Therapy. J. Clin. Med. 2020, 9, 2481. https://doi.org/10.3390/jcm9082481

AMA Style

Jensen K, Thakur S, Patel A, Mendonca-Torres MC, Costello J, Gomes-Lima CJ, Walter M, Wartofsky L, Burman KD, Bikas A, et al. Detection of BRAFV600E in Liquid Biopsy from Patients with Papillary Thyroid Cancer Is Associated with Tumor Aggressiveness and Response to Therapy. Journal of Clinical Medicine. 2020; 9(8):2481. https://doi.org/10.3390/jcm9082481

Chicago/Turabian Style

Jensen, Kirk, Shilpa Thakur, Aneeta Patel, Maria Cecilia Mendonca-Torres, John Costello, Cristiane Jeyce Gomes-Lima, Mary Walter, Leonard Wartofsky, Kenneth Dale Burman, Athanasios Bikas, and et al. 2020. "Detection of BRAFV600E in Liquid Biopsy from Patients with Papillary Thyroid Cancer Is Associated with Tumor Aggressiveness and Response to Therapy" Journal of Clinical Medicine 9, no. 8: 2481. https://doi.org/10.3390/jcm9082481

Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. See further details here.

Article Metrics

Back to TopTop