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 in | Molecular oncology Vol. 10; no. 1; pp. 157 - 165 |
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Main Authors | , , , , , , , , , , , , |
Format | Journal Article |
Language | English |
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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. |
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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 |
AuthorAffiliation_xml | – name: 5 Molecular MD Corporation, Portland, OR, USA – name: 6 Digital Biology Center, Bio-Rad Laboratories, Pleasanton, CA, USA – name: 1 The Ronald O. Perelman Department of Dermatology, New York University School of Medicine, New York, NY, USA – name: 4 Department of Population Health, New York University School of Medicine, New York, NY, USA – name: 2 Department of Medicine, Division of Oncology, New York University School of Medicine, New York, NY, USA – name: 3 Laura and Isaac Perlmutter Cancer Center, NYU Langone Medical Center, USA |
Author_xml | – sequence: 1 givenname: Gregory A. orcidid: 0000-0001-9137-8719 surname: Chang fullname: Chang, Gregory A. organization: The Ronald O. Perelman Department of Dermatology, New York University School of Medicine, New York, NY, USA – sequence: 2 givenname: Jyothirmayee S. surname: Tadepalli fullname: Tadepalli, Jyothirmayee S. organization: The Ronald O. Perelman Department of Dermatology, New York University School of Medicine, New York, NY, USA – sequence: 3 givenname: Yongzhao surname: Shao fullname: Shao, Yongzhao organization: Laura and Isaac Perlmutter Cancer Center, NYU Langone Medical Center, USA – sequence: 4 givenname: Yilong surname: Zhang fullname: Zhang, Yilong organization: Laura and Isaac Perlmutter Cancer Center, NYU Langone Medical Center, USA – sequence: 5 givenname: Sarah surname: Weiss fullname: Weiss, Sarah organization: Department of Medicine, Division of Oncology, New York University School of Medicine, New York, NY, USA – sequence: 6 givenname: Eric surname: Robinson fullname: Robinson, Eric organization: The Ronald O. Perelman Department of Dermatology, New York University School of Medicine, New York, NY, USA – sequence: 7 givenname: Cindy surname: Spittle fullname: Spittle, Cindy organization: Molecular MD Corporation, Portland, OR, USA – sequence: 8 givenname: Manohar surname: Furtado fullname: Furtado, Manohar organization: Digital Biology Center, Bio-Rad Laboratories, Pleasanton, CA, USA – sequence: 9 givenname: Dawne N. surname: Shelton fullname: Shelton, Dawne N. organization: Digital Biology Center, Bio-Rad Laboratories, Pleasanton, CA, USA – sequence: 10 givenname: George surname: Karlin-Neumann fullname: Karlin-Neumann, George organization: Digital Biology Center, Bio-Rad Laboratories, Pleasanton, CA, USA – sequence: 11 givenname: Anna surname: Pavlick fullname: Pavlick, Anna organization: Department of Medicine, Division of Oncology, New York University School of Medicine, New York, NY, USA – sequence: 12 givenname: Iman surname: Osman fullname: Osman, Iman organization: The Ronald O. Perelman Department of Dermatology, New York University School of Medicine, New York, NY, USA – sequence: 13 givenname: David surname: Polsky fullname: Polsky, David email: david.polsky@nyumc.org organization: The Ronald O. Perelman Department of Dermatology, New York University School of Medicine, New York, NY, USA |
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Keywords | NRAS Biomarker BRAF Circulating tumor DNA (ctDNA) Lactate dehydrogenase (LDH) Melanoma |
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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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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 |
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