Sensitivity of plasma BRAFmutant and NRASmutant cell-free DNA assays to detect metastatic melanoma in patients with low RECIST scores and non-RECIST disease progression

Melanoma lacks a clinically useful blood-based biomarker of disease activity to help guide patient management. To determine whether measurements of circulating, cell-free, tumor-associated BRAFmutant and NRASmutant DNA (ctDNA) have a higher sensitivity than LDH to detect metastatic disease prior to...

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Published inMolecular oncology Vol. 10; no. 1; pp. 157 - 165
Main Authors Chang, Gregory A., Tadepalli, Jyothirmayee S., Shao, Yongzhao, Zhang, Yilong, Weiss, Sarah, Robinson, Eric, Spittle, Cindy, Furtado, Manohar, Shelton, Dawne N., Karlin-Neumann, George, Pavlick, Anna, Osman, Iman, Polsky, David
Format Journal Article
LanguageEnglish
Published United States Elsevier B.V 01.01.2016
John Wiley & Sons, Inc
John Wiley and Sons Inc
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Abstract Melanoma lacks a clinically useful blood-based biomarker of disease activity to help guide patient management. To determine whether measurements of circulating, cell-free, tumor-associated BRAFmutant and NRASmutant DNA (ctDNA) have a higher sensitivity than LDH to detect metastatic disease prior to treatment initiation and upon disease progression we studied patients with unresectable stage IIIC/IV metastatic melanoma receiving treatment with BRAF inhibitor therapy or immune checkpoint blockade and at least 3 plasma samples obtained during their treatment course. Levels of BRAFmutant and NRASmutant ctDNA were determined using droplet digital PCR (ddPCR) assays. Among patients with samples available prior to treatment initiation ctDNA and LDH levels were elevated in 12/15 (80%) and 6/20 (30%) (p = 0.006) patients respectively. In patients with RECIST scores <5 cm prior to treatment initiation, ctDNA levels were elevated in 5/7 (71%) patients compared to LDH which was elevated in 1/13 (8%) patients (p = 0.007). Among all disease progression events the modified bootstrapped sensitivities for ctDNA and LDH were 82% and 40% respectively, with a median difference in sensitivity of 42% (95% confidence interval, 27%–58%; P < 0.001). In addition, ctDNA levels were elevated in 13/16 (81%) instances of non-RECIST disease progression, including 10/12 (83%) instances of new brain metastases. In comparison LDH was elevated 8/16 (50%) instances of non-RECIST disease progression, including 6/12 (50%) instances of new brain metastases. Overall, ctDNA had a higher sensitivity than LDH to detect disease progression, including non-RECIST progression events. ctDNA has the potential to be a useful biomarker for monitoring melanoma disease activity. •The sensitivity of ctDNA assays to detect metastatic melanoma were compared to LDH.•31 patients with unresectable stage IIIC/IV melanoma were studied.•Droplet digital PCR assays detecting BRAF and NRAS mutations were used.•ctDNA is more sensitive than LDH in detecting metastatic disease.•ctDNA is a sensitive indicator of disease progression, including brain metastases.
AbstractList Melanoma lacks a clinically useful blood-based biomarker of disease activity to help guide patient management. To determine whether measurements of circulating, cell-free, tumor-associated BRAF(mutant) and NRAS(mutant) DNA (ctDNA) have a higher sensitivity than LDH to detect metastatic disease prior to treatment initiation and upon disease progression we studied patients with unresectable stage IIIC/IV metastatic melanoma receiving treatment with BRAF inhibitor therapy or immune checkpoint blockade and at least 3 plasma samples obtained during their treatment course. Levels of BRAF(mutant) and NRAS(mutant) ctDNA were determined using droplet digital PCR (ddPCR) assays. Among patients with samples available prior to treatment initiation ctDNA and LDH levels were elevated in 12/15 (80%) and 6/20 (30%) (p = 0.006) patients respectively. In patients with RECIST scores <5 cm prior to treatment initiation, ctDNA levels were elevated in 5/7 (71%) patients compared to LDH which was elevated in 1/13 (8%) patients (p = 0.007). Among all disease progression events the modified bootstrapped sensitivities for ctDNA and LDH were 82% and 40% respectively, with a median difference in sensitivity of 42% (95% confidence interval, 27%-58%; P < 0.001). In addition, ctDNA levels were elevated in 13/16 (81%) instances of non-RECIST disease progression, including 10/12 (83%) instances of new brain metastases. In comparison LDH was elevated 8/16 (50%) instances of non-RECIST disease progression, including 6/12 (50%) instances of new brain metastases. Overall, ctDNA had a higher sensitivity than LDH to detect disease progression, including non-RECIST progression events. ctDNA has the potential to be a useful biomarker for monitoring melanoma disease activity.
Melanoma lacks a clinically useful blood-based biomarker of disease activity to help guide patient management. To determine whether measurements of circulating, cell-free, tumor-associated BRAFmutant and NRASmutant DNA (ctDNA) have a higher sensitivity than LDH to detect metastatic disease prior to treatment initiation and upon disease progression we studied patients with unresectable stage IIIC/IV metastatic melanoma receiving treatment with BRAF inhibitor therapy or immune checkpoint blockade and at least 3 plasma samples obtained during their treatment course. Levels of BRAFmutant and NRASmutant ctDNA were determined using droplet digital PCR (ddPCR) assays. Among patients with samples available prior to treatment initiation ctDNA and LDH levels were elevated in 12/15 (80%) and 6/20 (30%) (p = 0.006) patients respectively. In patients with RECIST scores <5 cm prior to treatment initiation, ctDNA levels were elevated in 5/7 (71%) patients compared to LDH which was elevated in 1/13 (8%) patients (p = 0.007). Among all disease progression events the modified bootstrapped sensitivities for ctDNA and LDH were 82% and 40% respectively, with a median difference in sensitivity of 42% (95% confidence interval, 27%–58%; P < 0.001). In addition, ctDNA levels were elevated in 13/16 (81%) instances of non-RECIST disease progression, including 10/12 (83%) instances of new brain metastases. In comparison LDH was elevated 8/16 (50%) instances of non-RECIST disease progression, including 6/12 (50%) instances of new brain metastases. Overall, ctDNA had a higher sensitivity than LDH to detect disease progression, including non-RECIST progression events. ctDNA has the potential to be a useful biomarker for monitoring melanoma disease activity.
Melanoma lacks a clinically useful blood‐based biomarker of disease activity to help guide patient management. To determine whether measurements of circulating, cell‐free, tumor‐associated BRAFmutant and NRASmutant DNA (ctDNA) have a higher sensitivity than LDH to detect metastatic disease prior to treatment initiation and upon disease progression we studied patients with unresectable stage IIIC/IV metastatic melanoma receiving treatment with BRAF inhibitor therapy or immune checkpoint blockade and at least 3 plasma samples obtained during their treatment course. Levels of BRAFmutant and NRASmutant ctDNA were determined using droplet digital PCR (ddPCR) assays. Among patients with samples available prior to treatment initiation ctDNA and LDH levels were elevated in 12/15 (80%) and 6/20 (30%) (p = 0.006) patients respectively. In patients with RECIST scores <5 cm prior to treatment initiation, ctDNA levels were elevated in 5/7 (71%) patients compared to LDH which was elevated in 1/13 (8%) patients (p = 0.007). Among all disease progression events the modified bootstrapped sensitivities for ctDNA and LDH were 82% and 40% respectively, with a median difference in sensitivity of 42% (95% confidence interval, 27%–58%; P < 0.001). In addition, ctDNA levels were elevated in 13/16 (81%) instances of non‐RECIST disease progression, including 10/12 (83%) instances of new brain metastases. In comparison LDH was elevated 8/16 (50%) instances of non‐RECIST disease progression, including 6/12 (50%) instances of new brain metastases. Overall, ctDNA had a higher sensitivity than LDH to detect disease progression, including non‐RECIST progression events. ctDNA has the potential to be a useful biomarker for monitoring melanoma disease activity. Highlights The sensitivity of ctDNA assays to detect metastatic melanoma were compared to LDH. 31 patients with unresectable stage IIIC/IV melanoma were studied. Droplet digital PCR assays detecting BRAF and NRAS mutations were used. ctDNA is more sensitive than LDH in detecting metastatic disease. ctDNA is a sensitive indicator of disease progression, including brain metastases.
Melanoma lacks a clinically useful blood-based biomarker of disease activity to help guide patient management. To determine whether measurements of circulating, cell-free, tumor-associated BRAFmutant and NRASmutant DNA (ctDNA) have a higher sensitivity than LDH to detect metastatic disease prior to treatment initiation and upon disease progression we studied patients with unresectable stage IIIC/IV metastatic melanoma receiving treatment with BRAF inhibitor therapy or immune checkpoint blockade and at least 3 plasma samples obtained during their treatment course. Levels of BRAFmutant and NRASmutant ctDNA were determined using droplet digital PCR (ddPCR) assays. Among patients with samples available prior to treatment initiation ctDNA and LDH levels were elevated in 12/15 (80%) and 6/20 (30%) (p = 0.006) patients respectively. In patients with RECIST scores <5 cm prior to treatment initiation, ctDNA levels were elevated in 5/7 (71%) patients compared to LDH which was elevated in 1/13 (8%) patients (p = 0.007). Among all disease progression events the modified bootstrapped sensitivities for ctDNA and LDH were 82% and 40% respectively, with a median difference in sensitivity of 42% (95% confidence interval, 27%–58%; P < 0.001). In addition, ctDNA levels were elevated in 13/16 (81%) instances of non-RECIST disease progression, including 10/12 (83%) instances of new brain metastases. In comparison LDH was elevated 8/16 (50%) instances of non-RECIST disease progression, including 6/12 (50%) instances of new brain metastases. Overall, ctDNA had a higher sensitivity than LDH to detect disease progression, including non-RECIST progression events. ctDNA has the potential to be a useful biomarker for monitoring melanoma disease activity. •The sensitivity of ctDNA assays to detect metastatic melanoma were compared to LDH.•31 patients with unresectable stage IIIC/IV melanoma were studied.•Droplet digital PCR assays detecting BRAF and NRAS mutations were used.•ctDNA is more sensitive than LDH in detecting metastatic disease.•ctDNA is a sensitive indicator of disease progression, including brain metastases.
Melanoma lacks a clinically useful blood‐based biomarker of disease activity to help guide patient management. To determine whether measurements of circulating, cell‐free, tumor‐associated BRAFmutant and NRASmutant DNA (ctDNA) have a higher sensitivity than LDH to detect metastatic disease prior to treatment initiation and upon disease progression we studied patients with unresectable stage IIIC/IV metastatic melanoma receiving treatment with BRAF inhibitor therapy or immune checkpoint blockade and at least 3 plasma samples obtained during their treatment course. Levels of BRAFmutant and NRASmutant ctDNA were determined using droplet digital PCR (ddPCR) assays. Among patients with samples available prior to treatment initiation ctDNA and LDH levels were elevated in 12/15 (80%) and 6/20 (30%) (p = 0.006) patients respectively. In patients with RECIST scores <5 cm prior to treatment initiation, ctDNA levels were elevated in 5/7 (71%) patients compared to LDH which was elevated in 1/13 (8%) patients (p = 0.007). Among all disease progression events the modified bootstrapped sensitivities for ctDNA and LDH were 82% and 40% respectively, with a median difference in sensitivity of 42% (95% confidence interval, 27%–58%; P < 0.001). In addition, ctDNA levels were elevated in 13/16 (81%) instances of non‐RECIST disease progression, including 10/12 (83%) instances of new brain metastases. In comparison LDH was elevated 8/16 (50%) instances of non‐RECIST disease progression, including 6/12 (50%) instances of new brain metastases. Overall, ctDNA had a higher sensitivity than LDH to detect disease progression, including non‐RECIST progression events. ctDNA has the potential to be a useful biomarker for monitoring melanoma disease activity. The sensitivity of ctDNA assays to detect metastatic melanoma were compared to LDH. 31 patients with unresectable stage IIIC/IV melanoma were studied. Droplet digital PCR assays detecting BRAF and NRAS mutations were used. ctDNA is more sensitive than LDH in detecting metastatic disease. ctDNA is a sensitive indicator of disease progression, including brain metastases.
Author Spittle, Cindy
Pavlick, Anna
Zhang, Yilong
Tadepalli, Jyothirmayee S.
Furtado, Manohar
Shelton, Dawne N.
Osman, Iman
Weiss, Sarah
Chang, Gregory A.
Karlin-Neumann, George
Shao, Yongzhao
Robinson, Eric
Polsky, David
AuthorAffiliation 3 Laura and Isaac Perlmutter Cancer Center, NYU Langone Medical Center, USA
4 Department of Population Health, New York University School of Medicine, New York, NY, USA
2 Department of Medicine, Division of Oncology, New York University School of Medicine, New York, NY, USA
5 Molecular MD Corporation, Portland, OR, USA
6 Digital Biology Center, Bio-Rad Laboratories, Pleasanton, CA, USA
1 The Ronald O. Perelman Department of Dermatology, New York University School of Medicine, New York, NY, USA
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Issue 1
Keywords NRAS
Biomarker
BRAF
Circulating tumor DNA (ctDNA)
Lactate dehydrogenase (LDH)
Melanoma
Language English
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Snippet Melanoma lacks a clinically useful blood-based biomarker of disease activity to help guide patient management. To determine whether measurements of...
Melanoma lacks a clinically useful blood‐based biomarker of disease activity to help guide patient management. To determine whether measurements of...
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pubmed
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elsevier
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StartPage 157
SubjectTerms Binomial distribution
Biomarker
Biomarkers
Biomarkers, Tumor - blood
BRAF
Cancer therapies
Cell-Free System
Circulating tumor DNA (ctDNA)
Critical path
Data analysis
Data collection
Deoxyribonucleic acid
Disease Progression
DNA
DNA, Neoplasm - blood
Editing
GTP Phosphohydrolases - genetics
Humans
Immune checkpoint
L-Lactate Dehydrogenase - blood
Laboratories
Lactate dehydrogenase (LDH)
Melanoma
Melanoma - blood
Melanoma - pathology
Membrane Proteins - genetics
Metastases
Metastasis
Mutation
Neoplasm Metastasis
NMR
NRAS
Nuclear magnetic resonance
Patients
Plasma
Polymorphism, Single Nucleotide
Proto-Oncogene Proteins B-raf - genetics
Statistical analysis
Tumors
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Title Sensitivity of plasma BRAFmutant and NRASmutant cell-free DNA assays to detect metastatic melanoma in patients with low RECIST scores and non-RECIST disease progression
URI https://dx.doi.org/10.1016/j.molonc.2015.09.005
https://onlinelibrary.wiley.com/doi/abs/10.1016%2Fj.molonc.2015.09.005
https://www.ncbi.nlm.nih.gov/pubmed/26440707
https://www.proquest.com/docview/2299147126
https://search.proquest.com/docview/1752351246
https://pubmed.ncbi.nlm.nih.gov/PMC4695284
Volume 10
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