Abstract B027: Combining total cell-free DNA (cfDNA) and circulating tumor (ctDNA) to enhance the clinical sensitivity of ddPCR assays to detect minimal residual disease (MRD) in stage IIIB/C/IV melanoma patients on adjuvant immunotherapy in CheckMat

Abstract Background: In patients (pts) with resected, stage III/IV melanoma receiving adjuvant immunotherapy, pre-treatment (pre-Tx) and on-treatment (on-Tx) ctDNA measurements are associated with relapse free survival; however, clinical adoption has been hindered by suboptimal assay sensitivity. Methods: We used analytically validated, mutation-specific ddPCR assays to measure ctDNA and cfDNA in pre- and on-Tx plasma samples from pts with resected stage IIIB/C/IV melanoma enrolled in CheckMate 238 (NCT02388906) receiving either adjuvant Nivolumab (NIVO) or Ipilimumab (IPI). Assay choice was personalized based on detection of one of the 7 melanoma hot-spot mutations in pt tumors: BRAF V600E/K, NRAS Q61R/L/K, or TERT promotor C228T or C250T. We evaluated associations between ctDNA detection, or high cfDNA based on cutpoint analysis (>6,000 copies/ml of plasma) and recurrence-free survival (RFS), pre-Tx tumor biomarkers including tumor cell PD-L1 expression, IFNg gene signature, CD8 infiltration, and tumor mutational burden. Survival analysis was performed using univariable and multivariable Kaplan-Meier and Cox regression models. Results: Assay mutations were identified in 87% of resected tumors. In the pre-Tx samples, ctDNA alone was detected in 94/753 (12%) pts. The detection rate increased to 20% when assay positivity was defined as either detectable ctDNA or high cfDNA. The sensitivity of ctDNA detection to predict recurrence ≤6 months(m) from pre-Tx samples increased from 25% (ctDNA alone) to 33% when high cfDNA was added to detectable ctDNA; specificity decreased to 84% from 91% (ctDNA alone). The patient subgroup defined by the combined metric of ctDNA+ or high cfDNA in pre- Tx samples was significantly enriched with higher stage of disease, elevated LDH, tumor cell PD-L1 expression < 5%, and tumor IFNg-RNA signature < median. Pts with detectable pre-Tx ctDNA or high cfDNA was associated with shorter RFS in both NIVO (median RFS 20.5 m [95%CI, 2.88, 59.15]) and IPI (median RFS 7.75 m [95%CI, 2.76, 24.08]) arms compared to those with undetectable ctDNA and low cfDNA (NIVO (median RFS 47.95 m [95%CI, 11.09, 59.89]) and IPI (median RFS 24.15 m [95%CI, 5.78, 58.38])). In a multivariable model that included sex, age, treatment, and IFNg gene signature, ctDNA+ or cfDNA high was an independent predictor of shorter RFS [HR 1.624 (95%CI, 1.275, 2.068), p<0.001]. When combining pre-Tx and on-Tx measurements at week 3 (w3) and w7, the assay performance generally increased compared to pre-Tx alone. For example, pre-Tx assay positivity had a 38% positive predictive value (PPV) and 81% negative predictive value (NPV) to predict recurrence at <6 m. In pts who were undetectable at pre-Tx but became positive at w3 and remained positive at w7, PPV increased to 62% and NPV increased to 90%. Conclusions: Incorporating quantitative measurements of cfDNA with ctDNA detection in the evaluation of pre-Tx and on- Tx plasma samples improves the clinical performance of mutation-specific ddPCR assays to detect MRD in patients with resected stage III and stage IV melanoma. Citation Format: Mahrukh M Syeda, Jennifer M Wiggins, Josephine Alegun, Saim Ali, Soutrik Mandal, Tracy (Hao) Tang, Keyur Desai, Sonia Dolfi, Daniel J Tenney, Paolo A Ascierto, James Larkin, Michele Del Vecchio, Jeffrey S Weber, David Polsky. Combining total cell-free DNA (cfDNA) and circulating tumor (ctDNA) to enhance the clinical sensitivity of ddPCR assays to detect minimal residual disease (MRD) in stage IIIB/C/IV melanoma patients on adjuvant immunotherapy in CheckMate 238 [abstract]. In: Proceedings of the AACR Special Conference: Liquid Biopsy: From Discovery to Clinical Implementation; 2024 Nov 13-16; San Diego, CA. Philadelphia (PA): AACR; Clin Cancer Res 2024;30(21_Suppl):Abstract nr B027.

Authors

Institutions

Publication Details

Journal
Clinical Cancer Research
Published
2024-11-13
DOI
https://doi.org/10.1158/1557-3265.liqbiop24-b027
Primary Topic
Cancer Genomics and Diagnostics
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Abstract B027: Combining total cell-free DNA (cfDNA) and circulating tumor (ctDNA) to enhance the clinical sensitivity of ddPCR assays to detect minimal residual disease (MRD) in stage IIIB/C/IV melanoma patients on adjuvant immunotherapy in CheckMat

Michele Del Vecchio, Jennifer Wiggins, Sonia Dolfi, Soutrik Mandal et al.
Clinical Cancer Research
Cancer Genomics and Diagnostics
article

Abstract B027: Combining total cell-free DNA (cfDNA) and circulating tumor (ctDNA) to enhance the clinical sensitivity of ddPCR assays to detect minimal residual disease (MRD) in stage IIIB/C/IV melanoma patients on adjuvant immunotherapy in CheckMat

Michele Del Vecchio, Jennifer Wiggins, Sonia Dolfi, Soutrik Mandal, Daniel J. Tenney, Mahrukh M. Syeda, Saim Ali, Paolo A. Ascierto, Jeffrey S. Weber, David Polsky, Tracy Tang, James Larkin, Keyur Desai, Josephine Alegun
article en

Abstract

Abstract Background: In patients (pts) with resected, stage III/IV melanoma receiving adjuvant immunotherapy, pre-treatment (pre-Tx) and on-treatment (on-Tx) ctDNA measurements are associated with relapse free survival; however, clinical adoption has been hindered by suboptimal assay sensitivity. Methods: We used analytically validated, mutation-specific ddPCR assays to measure ctDNA and cfDNA in pre- and on-Tx plasma samples from pts with resected stage IIIB/C/IV melanoma enrolled in CheckMate 238 (NCT02388906) receiving either adjuvant Nivolumab (NIVO) or Ipilimumab (IPI). Assay choice was personalized based on detection of one of the 7 melanoma hot-spot mutations in pt tumors: BRAF V600E/K, NRAS Q61R/L/K, or TERT promotor C228T or C250T. We evaluated associations between ctDNA detection, or high cfDNA based on cutpoint analysis (>6,000 copies/ml of plasma) and recurrence-free survival (RFS), pre-Tx tumor biomarkers including tumor cell PD-L1 expression, IFNg gene signature, CD8 infiltration, and tumor mutational burden. Survival analysis was performed using univariable and multivariable Kaplan-Meier and Cox regression models. Results: Assay mutations were identified in 87% of resected tumors. In the pre-Tx samples, ctDNA alone was detected in 94/753 (12%) pts. The detection rate increased to 20% when assay positivity was defined as either detectable ctDNA or high cfDNA. The sensitivity of ctDNA detection to predict recurrence ≤6 months(m) from pre-Tx samples increased from 25% (ctDNA alone) to 33% when high cfDNA was added to detectable ctDNA; specificity decreased to 84% from 91% (ctDNA alone). The patient subgroup defined by the combined metric of ctDNA+ or high cfDNA in pre- Tx samples was significantly enriched with higher stage of disease, elevated LDH, tumor cell PD-L1 expression < 5%, and tumor IFNg-RNA signature < median. Pts with detectable pre-Tx ctDNA or high cfDNA was associated with shorter RFS in both NIVO (median RFS 20.5 m [95%CI, 2.88, 59.15]) and IPI (median RFS 7.75 m [95%CI, 2.76, 24.08]) arms compared to those with undetectable ctDNA and low cfDNA (NIVO (median RFS 47.95 m [95%CI, 11.09, 59.89]) and IPI (median RFS 24.15 m [95%CI, 5.78, 58.38])). In a multivariable model that included sex, age, treatment, and IFNg gene signature, ctDNA+ or cfDNA high was an independent predictor of shorter RFS [HR 1.624 (95%CI, 1.275, 2.068), p<0.001]. When combining pre-Tx and on-Tx measurements at week 3 (w3) and w7, the assay performance generally increased compared to pre-Tx alone. For example, pre-Tx assay positivity had a 38% positive predictive value (PPV) and 81% negative predictive value (NPV) to predict recurrence at <6 m. In pts who were undetectable at pre-Tx but became positive at w3 and remained positive at w7, PPV increased to 62% and NPV increased to 90%. Conclusions: Incorporating quantitative measurements of cfDNA with ctDNA detection in the evaluation of pre-Tx and on- Tx plasma samples improves the clinical performance of mutation-specific ddPCR assays to detect MRD in patients with resected stage III and stage IV melanoma. Citation Format: Mahrukh M Syeda, Jennifer M Wiggins, Josephine Alegun, Saim Ali, Soutrik Mandal, Tracy (Hao) Tang, Keyur Desai, Sonia Dolfi, Daniel J Tenney, Paolo A Ascierto, James Larkin, Michele Del Vecchio, Jeffrey S Weber, David Polsky. Combining total cell-free DNA (cfDNA) and circulating tumor (ctDNA) to enhance the clinical sensitivity of ddPCR assays to detect minimal residual disease (MRD) in stage IIIB/C/IV melanoma patients on adjuvant immunotherapy in CheckMate 238 [abstract]. In: Proceedings of the AACR Special Conference: Liquid Biopsy: From Discovery to Clinical Implementation; 2024 Nov 13-16; San Diego, CA. Philadelphia (PA): AACR; Clin Cancer Res 2024;30(21_Suppl):Abstract nr B027.

Clinical Cancer ResearchVol. 30(21_Supplement)
Royal Marsden NHS Foundation Trust (GB), NYU Langone Health (US), Bristol-Myers Squibb (United States) (US), Istituto Nazionale Tumori IRCCS "Fondazione G. Pascale" (IT), New York University (US)
Good health and well-being
Openalex Percentile: Top 70%
Cancer Genomics and Diagnostics
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.