scholarly journals 7 Assessing melanoma BRAF status through ddPCR of cfDNA

2019 ◽  
Vol 95 (1130) ◽  
pp. 686.4-687
Author(s):  
Lauren Passy ◽  
Shobha Silva ◽  
Ian Brock ◽  
Greg Wells ◽  
Angela Cox ◽  
...  

IntroductionTreatment of recurrent and metastatic melanoma has been revolutionised by targeted therapy. Inhibitors of mutant BRAF are a systemic treatment offered for patients with stage III/IV melanoma who are known to carry a mutation in BRAF. Currently patients’ BRAF mutation status is assessed through molecular analysis of tissue specimens.Cell-free DNA (cfDNA) released from tumours can be used to non-invasively detect active disease and predict survival in melanoma. cfDNA also provides a method for detecting BRAF mutations. This project aimed to ascertain BRAF mutation status in cfDNA through digital droplet PCR (ddPCR) of plasma samples from patients with melanoma. We aimed to assess the relationship between cfDNA BRAF positivity and disease relapse and progression.MethodsPlasma from 100 patients with active or recently resected melanoma was obtained during previous work. 85 samples had cfDNA extracted. Tissue BRAF status was known for 57 samples. cfDNA was extracted from 1–2 ml plasma with the QIAamp circulating nucleic acid kit (QIAGEN®) following manufacturer protocol, eluting cfDNA into 100µL. cfDNA was quantified with SYBR green quantitative real-time PCR (Life Technologies), based on an 87bp GAPDH gene amplicon. ddPCR™ was performed using the Bio-Rad QX200 Droplet Generator™ and Droplet Reader as per manufacturer protocol. Analysis was performed with Bio-Rad QuantaSoft Version 1.7.4.ResultsMedian yield of cfDNA extracted from 85 samples was 1.97 ng/ml when eluted into 100µL. This was well-correlated with previous cfDNA extraction yields from this sample set (Pearson’s r=0.6687, p<0.0005), where a 200µL elution volume was used. 74 samples yielded >10,000 droplets and were included for analysis. 12 samples contained BRAF mutant positive droplets. A 74% concordance rate between tissue BRAF mutation status and the presence/absence of cfDNA BRAF mutant positive droplets was found. 7/18 tissue BRAF mutant samples contained BRAF mutant droplets, in comparison to 2/32 tissue BRAF wild-type samples. The presence of BRAF mutant positive droplets was significantly different between the tissue BRAF mutant and tissue BRAF wild-type groups (χ2 8.3145, p=0.004).Fractional abundance of BRAF mutant droplets in the samples containing mutant droplets ranged from 0.07–0.74%. When comparing BRAF mutant droplet-containing samples and samples without BRAF mutant droplets, there was no significant difference in rate of relapse (χ2 0.0948, p=0.758), nor mortality rate (χ2 3.3959, p=0.654).Conclusion cfDNA provides a non-invasive snapshot of the tumour genome and any potential therapeutic targets held within. This work demonstrates that a very low volume of cfDNA can be used to detect BRAF mutations in patients with melanoma through ddPCR.Previous work assessing BRAF status in cfDNA has used larger volumes of cfDNA. Though our concordance rates are comparable with other studies, it is possible that using a smaller amount of cfDNA in our ddPCR has resulted in some samples being below the limit of detection for ddPCR.Longitudinal study is warranted to monitor cfDNA BRAF status and mutant fractional abundance, and whether this better correlates with relapse of disease and disease progression.

2011 ◽  
Vol 29 (10) ◽  
pp. 1239-1246 ◽  
Author(s):  
Georgina V. Long ◽  
Alexander M. Menzies ◽  
Adnan M. Nagrial ◽  
Lauren E. Haydu ◽  
Anne L. Hamilton ◽  
...  

Purpose To assess the frequency and type of oncogenic BRAF mutations in metastatic melanoma and correlate BRAF status with clinicopathologic features and outcome. Patients and Methods Consecutive BRAF-tested Australian patients with metastatic melanoma (n = 197) were observed prospectively. A comprehensive range of clinicopathologic variables were correlated with BRAF mutation status, and a survival analysis was conducted. Results Forty-eight percent of patients had a BRAF mutation; 70 patients (74%) had V600E, 19 (20%) had V600K, and six (6%) had other genotypes. Other than age at diagnosis of distant metastasis (median age, 56 v 63 years for BRAF-mutant v BRAF wild-type patients, respectively; P < .001), there was no significant difference in clinical features of patients with metastatic melanoma by mutation status. Features of the antecedent primary melanoma significantly associated with a BRAF mutation (P < .05) were histopathologic subtype, presence of mitoses, single or occult primary melanoma, truncal location, and age at diagnosis of primary tumor ≤ 50 years. The interval from diagnosis of first-ever melanoma to distant metastasis was not significantly different between BRAF-mutant and BRAF wild-type patients; however, the median survival of patients with newly diagnosed metastatic melanoma was 5.7 months for BRAF-mutant patients not treated with a BRAF inhibitor, 8.5 months for BRAF wild-type patients, and not reached for BRAF-mutant patients treated with a BRAF inhibitor. Conclusion V600K mutations comprised 20% of BRAF mutations. Characteristics of the antecedent primary melanoma and age at diagnosis differed in BRAF-mutant and BRAF wild-type patients. The presence of mutant BRAF had no impact on the disease-free interval from diagnosis of first-ever melanoma to first distant metastasis; however, it may have impacted survival thereafter.


2012 ◽  
Vol 30 (15_suppl) ◽  
pp. 8555-8555 ◽  
Author(s):  
Sophie Brissy ◽  
Caroline Gaudy-Marqueste ◽  
Stéphanie Mallet ◽  
Sandrine Monestier ◽  
Sylvie Hesse ◽  
...  

8555 Background: BRAF mutation in melanoma has been shown to be associated with a trend in favour of a spontaneous worse outcome after metastases in a series of 197 patients in Australia. Objective: To correlate BRAF status in metastatic melanoma with clinicopathologic features and outcome. Methods: In our department in France 182 patients with metastatic melanoma have been tested for BRAF mutation between September 2009 and September 2011. Survival was assessed by log-rank test. Multivariate analysis was performed with Cox model. Results: From 182 patients, 88 (48.3%) were B-RAF mutant; 77 (87.5%) V600E, 4 (4.5%) V600K, and 7 (8%) other mutation subtypes. BRAF-mutant patients were younger than BRAF wild-type patients at diagnosis of primary melanoma (median age 52.3 vs 60.7 years, respectively, p=0.003), and at diagnosis of distant metastasis (median age 53.6 vs 64.1 years respectively, p=0.002). 34 patients were treated by B-RAF inhibitors. There was no significant difference in other demographic features of patients with metastatic melanoma by mutation status. Features of the primary melanoma significantly associated with a BRAF mutation (p<0.05) were histopathologic subtype (SSM), high mitotic rate (≥1/mm2), lower Breslow thickness (median Breslow: 2.2 vs 3.5 mm for BRAF mutant and BRAF-wild-type patients respectively, p=0.016), truncal location and location on occasionally exposed at sun site.The interval from diagnosis of first ever melanoma to first distant metastasis was not significantly different in BRAF-mutant and wild-type patients. The median overall survival (OS) from diagnosis of primary melanoma was 6.5 years for BRAF wild-type patients. Median OS was not reached in BRAF-mutant patients treated (34 of 88) with a BRAF inhibitor, but also in those not treated (p=0.24, and p=0.06 for treated BRAF-mutant vs BRAF wild-type). The overall survival from diagnosis of first distant metastasis was not significantly different (p=0.75). These results remained unchanged in a multivariate analysis. Conclusions: Our results confirm the characteristics of BRAF-mutant metastatic patients, and the efficacy of B-RAF inhibitors, but not that the presence of mutant-BRAF is per se a pejorative predictive marker.


2021 ◽  
Vol 39 (15_suppl) ◽  
pp. e15587-e15587
Author(s):  
Irem Bilgetekin ◽  
Mehmet Dogan ◽  
Cengiz Karacin ◽  
Fatma Bugdayci Basal ◽  
Ece Esin ◽  
...  

e15587 Background: Expanded RAS analysis is essential for the selection of biologic agents in mCRC. RAS mutations indicates anti-EGFR unresponsiveness. In this study, we aimed to investigate RAS and BRAF mutations by liquid biopsy at progression in patients with RAS mutant mCRC. Methods: Sixty patients with mCRC who harbored tissue RAS mutations were prospectively analyzed between July 2019 and April 2020. All the patients treated with chemotherapy plus bevacizumab combinations . The plasma samples of the patients were analyzed after progression of bevacizumab combinations. RAS mutation profile was evaluated in plasma using Idylla PCR-based molecular diagnostics method, which enables rapid detection of common mutations in RAS and BRAF genes in circulating tumor DNA (ctDNA). Kaplan-Meier method was used for survival analysis and log-rank test was performed for comparison of groups. Results: The median age of the patients was 60 years (IQR:35-83 years) and female was (n=23, 38.3%). Primary tumor was located in the left colon in 81.7% of all patients. There were 95.0% KRAS and 5% NRAS mutations in baseline tissue biopsy. As a result of liquid biopsy after progression, 55.0% of the patients had KRAS, 3.3% NRAS and 3.3% had BRAF mutations. The RAS mutation detected in 58.3% of the patients. While there was no significant difference in terms of clinicopathological features between wild type (RAS/BRAF) and mutant type (RAS/BRAF) determined by liquid biopsy, the overall survival (OS) of the wild type group was significantly longer than mutant group (43.8 vs. 20.4 months, p= 0.002). Conclusions: This study demonstrated that there may be changes in RAS/BRAF mutation from plasma analysis after progression in patients with mCRC. Since better survival in the patient group with wild type was detected compared to the RAS concordance group, the evaluation of RAS mutation status at the time of progression may be important in terms of disease prognosis and treatment options.


2011 ◽  
Vol 29 (4_suppl) ◽  
pp. 413-413
Author(s):  
T. Yokota ◽  
T. Ura ◽  
N. Shibata ◽  
D. Takahari ◽  
K. Shitara ◽  
...  

413 Background: Alterations in the RAS/RAF/ERK signaling pathways frequently occur in colorectal cancer (CRC). KRAS mutations preclude responsiveness to EGFR-targeted therapies for CRC patients. However, prognostic significance of KRAS mutation is still controversial. The aim of this study is to investigate clinicopathological features of KRAS mutation in codon 12 and 13 as well as of BRAF mutation, and to validate prognostic impact of KRAS/BRAF mutation in advanced and recurrent CRC. Methods: The population consisted of 230 unselected patients who had undergone first-line chemotherapy for advanced and recurrent CRC between November 2002 and June 2010. Cycleave PCR was performed to detect a point mutation at codon 12, 13 or 61 in KRAS, and the V600E mutation in BRAF. Prognostic factors associated with survival were identified using univariate and multivariate logistic and/or Cox proportional hazards analyses. Results: KRAS mutations were present in 34.8% (n= 80) of patients, including 23.5% (n = 54) in codon 12, 11.3% (n = 26) in codon 13, and 0% in codon 61. 6.5% (n = 15) of patients had BRAF mutation. None of the CRC patients carried both KRAS and BRAF mutations. The primary tumor lesions were located on the right side of the colon in 60% of the BRAF mutant patients (p=0.0371). Furthermore, BRAF mutant was significantly associated with the pathological subtypes of poorly differentiated adenocarcinoma/mucinous carcinoma (p<0.0001) and peritoneal metastasis (p=0.0059). The median overall survival for BRAF mutant and KRAS 13 mutant patients was 11.0 and 27.7 months, respectively, which was significantly worse than that for KRAS wild-type (wt)/BRAF wt (40.6 months) (BRAF; HR=3.89, 95% CI 1.83-8.24, p<0.001, KRAS13; HR=2.03, 95% CI 1.10-3.74, p=0.024). After adjustment for significant features by multivariate Cox regression analysis, BRAF mutation was associated with poor overall survival (HR, 3.70, 95% CI, 1.48-9.28; p=0.005), together with performance status 2. Conclusions: This retrospective analysis shows that clinicopathological features of CRC patients with BRAF mutations seem to be distinct from those with wild type BRAF. BRAF mutation is one of the most powerful prognostic factors in advanced and recurrent CRC. No significant financial relationships to disclose.


2021 ◽  
Vol 11 (1) ◽  
Author(s):  
Lauren Y. Cheng ◽  
Lauren E. Haydu ◽  
Ping Song ◽  
Jianyi Nie ◽  
Michael T. Tetzlaff ◽  
...  

AbstractMutations in the BRAF gene at or near the p. V600 locus are informative for therapy selection, but current methods for analyzing FFPE tissue DNA generally have a limit of detection of 5% variant allele frequency (VAF), or are limited to the single variant (V600E). These can result in false negatives for samples with low VAFs due to low tumor content or subclonal heterogeneity, or harbor non-V600 mutations. Here, we show that Sanger sequencing using the NuProbe VarTrace BRAF assay, based on the Blocker Displacement Amplification (BDA) technology, is capable of detecting BRAF V600 mutations down to 0.20% VAF from FFPE lymph node tissue samples. Comparison experiments on adjacent tissue sections using BDA Sanger, immunohistochemistry (IHC), digital droplet PCR (ddPCR), and NGS showed 100% concordance among all 4 methods for samples with BRAF mutations at ≥ 1% VAF, though ddPCR did not distinguish the V600K mutation from the V600E mutation. BDA Sanger, ddPCR, and NGS (with orthogonal confirmation) were also pairwise concordant for lower VAF mutations down to 0.26% VAF, but IHC produced a false negative. Thus, we have shown that Sanger sequencing can be effective for rapid detection and quantitation of multiple low VAF BRAF mutations from FFPE samples. BDA Sanger method also enabled detection and quantitation of less frequent, potentially actionable non-V600 mutations as demonstrated by synthetic samples.


2021 ◽  
Vol 39 (15_suppl) ◽  
pp. 3557-3557
Author(s):  
Robin Park ◽  
Laércio Lopes da Silva ◽  
Sunggon Lee ◽  
Anwaar Saeed

3557 Background: Mismatch repair deficient/microsatellite instability high (dMMR/MSI-H) colorectal cancer (CRC) defines a molecular subtype with distinct clinicopathologic characteristics including an excellent response to immunotherapy. Although BRAF mutations are established as a negative prognostic marker in CRC, whether they retain their negative prognostic impact in or alter the response to immunotherapy in dMMR/MSI-H CRC remains unknown. Herein, we present a systematic review and meta-analysis of the impact of BRAF mutations on the overall survival (OS) and immune checkpoint inhibitor (ICI) response in dMMR/MSI-H CRC. Methods: Studies published from inception to 26 January 2021 were searched in PubMed, Embase, and major conference proceedings (AACR, ASCO, and ESMO). Eligible studies included the following: 1) observational studies reporting outcomes based on BRAF mutation status in dMMR/MSI-H CRC patients and 2) experimental studies of ICI reporting outcomes based on BRAF mutation status in dMMR/MSI-H CRC patients. A summary hazard ratio (HR) was calculated for OS in BRAF mutated ( BRAFmut) vs. BRAF wild type ( BRAFwt) patients (pts) with the random effects meta-analysis (REM). A summary odds ratio (OR) was calculated for objective response rate (ORR) in BRAFmut vs. BRAFwt pts treated with ICI with the REM. Results: Database search conducted according to PRISMA guidelines found 4221 studies in total. Initial screening identified 30 studies and after full-text review, 9 studies (N = 4158 pts) were included for the meta-analysis of prognosis (analysis A) and 3 studies (N = 178 pts) were included for the meta-analysis of ICI response (analysis B). The outcome measures are summarized in the table below. Analysis A showed that in stage I-IV dMMR/MSI-H CRC pts, BRAFmut was associated with worse OS than BRAFwt (HR 1.57, 1.23-1.99). The heterogeneity was low (I2 = 21%). Subgroup analysis showed no significant difference in the prognostic impact of BRAF mutation status between stage IV only and stage I-IV CRC pts. Analysis B showed no difference in ORR (OR 1.04, 0.48-2.25) between BRAFmut vs. BRAFwt dMMR/MSI-H pts who received ICI. The heterogeneity was low (I2 = 0%). Conclusions: BRAF mutations retain their negative prognostic impact in dMMR/MSI-H stage I-IV and stage IV CRC but are not associated with differential ICI response. Limitations include the following: analysis A was based on retrospective studies; also, the impact of BRAF status on the survival outcome of ICI could not be assessed due to limited number of studies.[Table: see text]


2021 ◽  
Vol 39 (3_suppl) ◽  
pp. 132-132
Author(s):  
Sophiya Karki ◽  
Rashna Madan ◽  
Sarah Schmitt ◽  
Ziyan Y. Pessetto ◽  
Andrew K. Godwin ◽  
...  

132 Background: Colorectal cancer (CRC) is the second leading cause of cancer-associated deaths in the United States. Some of the poor prognostic factors for metastatic CRC (mCRC) include BRAF V600E mutation and microsatellite instability (MSI) that result from mutation or loss of mismatch-repair genes. While the prognostic value of MSI-high CRC for early-stage patients treated with resection and adjuvant chemotherapy is favorable, the prognostic value of BRAF mutation is still unclear. Furthermore, the impact of BRAF mutation with concurrent microsatellite instability on overall survival has not been well investigated. Methods: Here, we collected BRAF mutation status and MSI status of stage II/III CRC patients (n=106) treated at the University of Kansas Cancer Center between September 2009 and July 2020 and compared overall survival between 4 subtypes:MSI-H/BRAF mutant (n=16), MSS/BRAF mutant (n=4), MSI-H/BRAF WT (n=17) and MSS/BRAF WT (n=69), further stratifying patients by age at diagnosis and tumor location. Molecular data were obtained from molecular oncology laboratory as PCR or IHC-based or acquired from outside records. Subgroup analyses were done for stage II and stage III cancers. Results: Table shows the patient characteristics. From our preliminary analysis, MSI-H CRC was found to be primarily a right-sided tumor (MSI-H/BRAF mutant: 94% and MSI-H/BRAF WT 76%). On the contrary, MSS CRC had a more heterogenous localization, spanning left colon, right colon and rectum. In our patient cohort, median survival was not reached for stage II patients whereas for stage III patients, BRAF mutation was associated with poor median survival irrespective of MSI status (MSS/BRAF mutant: 27 months and MSI-H/BRAF mutant 29 months). Median overall survival was found to be 87 months, not reached, 27 months and 29 months for MSS/BRAF WT, MSI-H/BRAF WT, MSS/BRAF mutant and MSI-H/BRAF mutant, respectively. Although associated with poor survival, MSI-H/BRAF mutant displayed later age at diagnosis (mean age 73) compared to MSS/BRAF mutant (mean age 60, p-value<0.029). Conclusions: Our finding suggests that BRAF mutation has poor prognosis even at earlier stages of the disease and that MSS/BRAF mutation, in particular, has the worst prognostic features. These findings highlight the need for BRAF-targeted therapy for CRC at any stage. Due to small sample size, however, our results warrant validation in a larger cohort. [Table: see text]


2015 ◽  
Vol 4 (2) ◽  
pp. 12-30 ◽  
Author(s):  
Niki Margari ◽  
Abraham Pouliakis ◽  
Aris Spathis ◽  
Emmanouil Mastorakis ◽  
Efthymios Karakostas ◽  
...  

The assessment of BRAF V600E mutations is important for prognosis and treatment of Papillary Thyroid Carcinomas (PTC), the standard methods for their identification are molecular biology techniques. In this study, the potential of image morphometry applied to cell nuclei and sequentially the use of a Classification And Regression Tree (CART) is investigated, in order to: identify morphometric features useful to characterize BRAF mutations, and to eventually produce an algorithm identifying BRAF mutation status. The 140 studied cases had histological confirmation and known BRAF mutation status identified via real-time PCR. The analysis revealed that nuclear features contributing to BRAF mutation status identification via the CART model are related mostly to nuclear color. According to the results there is evidence that BRAF V600E mutations can be identified by measurable image features. Therefore, the proposed method is useful for quality control of BRAF V600E mutations on cytological slides, can serve as alternative to PCR method and may be used for remote assessment.


2020 ◽  
Vol 38 (15_suppl) ◽  
pp. 10024-10024
Author(s):  
Vincent The-Luc Ma ◽  
Stephanie Daignault ◽  
Jessica Waninger ◽  
Leslie Anne Fecher ◽  
Michael Green ◽  
...  

10024 Background: Nearly half of all metastatic melanoma patients possess the BRAF V600 mutation. Several therapies are approved for BRAF mutant metastatic melanoma, but it is unclear if there is a differential outcome to various immunotherapy regimens. Our aim was to better assess if BRAF mutation status has any impact on survival to combination ipilimumab/nivolumab (I/N) versus single-agent PD-1 inhibitor (PD-1i). Methods: We performed a single center, retrospective analysis on a cohort of patients diagnosed with metastatic or unresectable melanoma from 2012 to 2019 at the University of Michigan who were treated with standard I/N or PD-1i (nivolumab or pembrolizumab). A univariate analysis of progression free survival (PFS) and overall survival (OS) was stratified by treatment type and BRAF mutation status. A multivariate Cox regression of survival was used to compare the effects of the treatment groups adjusted by BRAF status, age, gender, pre-treatment LDH level, prior treatment status, and brain metastases status. Results: 323 patients were identified. 132 had BRAF V600 mutation and 191 had BRAF wildtype (WT) status. 138 patients received I/N and 185 patients received PD-1i. In our univariate analysis, there was no difference in PFS [HR: 0.72, 95% CI, 0.46 – 1.13] or OS [HR: 0.78, 0.44 – 1.38] with I/N versus PD-1i in the BRAF mutant cohort, but there was improved PFS [HR: 0.55, 0.35 – 0.88) and OS [HR: 0.52, 0.28 – 0.95] with I/N compared to PD-1i in the BRAF WT group. In the multivariate analysis, the BRAF WT group continued to show PFS benefit with I/N compared to PD-1i [HR: 0.57, 95% CI, 0.35 – 0.95], but the OS benefit no longer achieved statistical significance [HR: 0.54, 0.28 – 1.03]. Conclusions: Our study results were discordant with the observation in the landmark CheckMate 067 trial, which noted improved PFS and OS with I/N compared to nivolumab alone in the BRAF mutant group and no difference in the BRAF WT group. In our real-world retrospective analysis, I/N over PD-1i should be considered as initial immunotherapy for metastatic melanoma patients regardless of BRAF mutation status, but even more favorably in BRAF WT.


2020 ◽  
Author(s):  
Lauren Cheng ◽  
Lauren Haydu ◽  
Ping Song ◽  
Jianyi Nie ◽  
Michael Tetzlaff ◽  
...  

Abstract Mutations in the BRAF gene at or near the p. V600 locus are informative for therapy selection, but current methods for analyzing FFPE tissue DNA generally have a limit of detection of 5% variant allele frequency (VAF), or are limited to the single variant (V600E). These can result in false negatives for samples with low VAFs due to low tumor content or subclonal heterogeneity, or harbor non-V600 mutations. Here, we show that Sanger sequencing using the NuProbe VarTraceTM BRAF assay, based on the Blocker Displacement Amplification (BDA) technology, is capable of detecting BRAF V600 mutations down to 0.26% VAF from FFPE lymph node tissue samples. Comparison experiments on adjacent tissue sections using BDA Sanger, immunohistochemistry (IHC), digital droplet PCR (ddPCR), and NGS showed 100% concordance among all 4 methods for samples with BRAF mutations at ≥1% VAF, though ddPCR did not distinguish the V600K mutation from the V600E mutation. BDA Sanger, ddPCR, and NGS (with orthogonal confirmation) were also pairwise concordant for lower VAF mutations down to 0.26% VAF, but IHC produced a false negative. Thus, we have shown that Sanger sequencing can be effective for rapid detection and quantitation of multiple low VAF BRAF mutations from FFPE samples. BDA Sanger method also enabled detection and quantitation of less frequent, potentially actionable non-V600 mutations as demonstrated by synthetic samples.


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