Brief Report: Methylation-Based ctDNA Serial Monitoring Correlates With Immunotherapy Response in NSCLC

被引:0
作者
Hsiao, Angela [1 ]
Woodward, Brian [1 ]
Ye, Patrick [2 ]
Varga, Matthew G. [2 ]
Altaie, Ghaith [1 ]
Lu, Kevin [1 ]
Searle, Naomi [2 ]
Viens, Robb [2 ]
Langpap, Sydne [2 ]
Li, Zeqian [2 ]
Palmer, Gary [2 ]
Husain, Hatim [1 ]
机构
[1] Univ Calif San Diego, La Jolla, CA 92093 USA
[2] BillionToOne Inc, Menlo Pk, CA USA
关键词
Liquid biopsy; Non-Small Cell Lung Cancer; Anti-PD1 based checkpoint inhibitors; Methylated Circulating Tumor DNA; Real world progression free survival; TUMOR DNA;
D O I
10.1016/j.clc.2024.10.013
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
This article will evaluate methylated circulating tumor DNA to monitor response to anti-PD1 based immunotherpy in non-small cell lung cancer. Purpose: Circulating tumor DNA (ctDNA) can reflect the genetic and epigenetic composition of malignancies and can serve as a noninvasive biomarker for cancer diagnostics and monitoring. This study aimed to evaluate the utility of a methylation-based ctDNA assay as a predictive tool in non-small cell lung cancer (NSCLC) anti-PD1 based immunotherapy monitoring. Methods: We evaluated a cohort of 20 patients with NSCLC treated with anti-PD1 based immunotherapy that had both baseline and follow-up blood draws as well as outcome data available. Tumor Methylation Scores (TMS) were measured with an amplicon-based, multiplexed cfDNA assay that utilizes quantitative counting templates (QCTs) in conjunction with next-generation sequencing to count the number of methylated molecules at more than 500 genomic locations that are hypermethylated in cancer tissue. The association between TMS and real-world progressionfree survival (rwPFS) on therapy was conducted using Cox proportional hazards model and plotted using the KaplanMeier method. Results: The change in TMS measured 4-10 weeks post-treatment initiation strongly correlated with immunotherapy response, as measured by rwPFS (P < 0.0001), compared to a weaker correlation of imaging RECIST v1.1 measurements with rwPFS (P = 0.55). Furthermore, TMS tracked with tumor burden on therapy in real-world cases. Conclusions: In this real-world dataset of NSCLC patients treated with anti-PD1 immunotherapy regimens, the TMS score measured within a 4-10 week window after treatment initiation can be predictive of response to therapy. Beyond this window, the TMS score can be associated with rwPFS and tumor dynamics. Early evidence suggests that changes in the methylation profile may be informative for monitoring occurrence of new somatic mutations. The cases presented demonstrate the application of using TMS for serial therapeutic response monitoring.
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页码:72 / 77
页数:6
相关论文
共 15 条
  • [1] Methylated ctDNA Quantification: Noninvasive Approach to Monitoring Hepatocellular Carcinoma Burden
    Angeli-Pahim, Isabella
    Chambers, Anastasia
    Duarte, Sergio
    Soma, Daiki
    Beduschi, Thiago
    Sahin, Ilyas
    Hughes, Steven
    Zarrinpar, Ali
    [J]. JOURNAL OF THE AMERICAN COLLEGE OF SURGEONS, 2024, 238 (04) : 770 - 778
  • [2] Detection of Circulating Tumor DNA in Early- and Late-Stage Human Malignancies
    Bettegowda, Chetan
    Sausen, Mark
    Leary, Rebecca J.
    Kinde, Isaac
    Wang, Yuxuan
    Agrawal, Nishant
    Bartlett, Bjarne R.
    Wang, Hao
    Luber, Brandon
    Alani, Rhoda M.
    Antonarakis, Emmanuel S.
    Azad, Nilofer S.
    Bardelli, Alberto
    Brem, Henry
    Cameron, John L.
    Lee, Clarence C.
    Fecher, Leslie A.
    Gallia, Gary L.
    Gibbs, Peter
    Le, Dung
    Giuntoli, Robert L.
    Goggins, Michael
    Hogarty, Michael D.
    Holdhoff, Matthias
    Hong, Seung-Mo
    Jiao, Yuchen
    Juhl, Hartmut H.
    Kim, Jenny J.
    Siravegna, Giulia
    Laheru, Daniel A.
    Lauricella, Calogero
    Lim, Michael
    Lipson, Evan J.
    Marie, Suely Kazue Nagahashi
    Netto, George J.
    Oliner, Kelly S.
    Olivi, Alessandro
    Olsson, Louise
    Riggins, Gregory J.
    Sartore-Bianchi, Andrea
    Schmidt, Kerstin
    Shih, Ie-Ming
    Oba-Shinjo, Sueli Mieko
    Siena, Salvatore
    Theodorescu, Dan
    Tie, Jeanne
    Harkins, Timothy T.
    Veronese, Silvio
    Wang, Tian-Li
    Weingart, Jon D.
    [J]. SCIENCE TRANSLATIONAL MEDICINE, 2014, 6 (224)
  • [3] Capturing intra-tumor genetic heterogeneity by de novo mutation profiling of circulating cell-free tumor DNA: a proof-of-principle
    De Mattos-Arruda, L.
    Weigelt, B.
    Cortes, J.
    Won, H. H.
    Ng, C. K. Y.
    Nuciforo, P.
    Bidard, F. -C.
    Aura, C.
    Saura, C.
    Peg, V.
    Piscuoglio, S.
    Oliveira, M.
    Smolders, Y.
    Patel, P.
    Norton, L.
    Tabernero, J.
    Berger, M. F.
    Seoane, J.
    Reis-Filho, J. S.
    [J]. ANNALS OF ONCOLOGY, 2014, 25 (09) : 1729 - 1735
  • [4] Therapy for Stage IV Non-Small-Cell Lung Cancer Without Driver Alterations: ASCO and OH (CCO) Joint Guideline Update
    Hanna, Nasser H.
    Schneider, Bryan J.
    Temin, Sarah
    Baker, Sherman, Jr.
    Brahmer, Julie
    Ellis, Peter M.
    Gaspar, Laurie E.
    Haddad, Rami Y.
    Hesketh, Paul J.
    Jain, Dharamvir
    Jaiyesimi, Ishmael
    Johnson, David H.
    Leighl, Natasha B.
    Phillips, Tanyanika
    Riely, Gregory J.
    Robinson, Andrew G.
    Rosell, Rafael
    Schiller, Joan H.
    Singh, Navneet
    Spigel, David R.
    Stabler, Janis O.
    Tashbar, Joan
    Masters, Gregory
    [J]. JOURNAL OF CLINICAL ONCOLOGY, 2020, 38 (14) : 1608 - +
  • [5] A clinician's handbook for using ctDNA throughout the patient journey
    Hasenleithner, Samantha O.
    Speicher, Michael R.
    [J]. MOLECULAR CANCER, 2022, 21 (01)
  • [6] Early Noninvasive Detection of Response to Targeted Therapy in Non-Small Cell Lung Cancer
    Phallen, Jillian
    Leal, Alessandro
    Woodward, Brian D.
    Forde, Patrick M.
    Naidoo, Jarushka
    Marrone, Kristen A.
    Brahmer, Julie R.
    Fiksel, Jacob
    Medina, Jamie E.
    Cristiano, Stephen
    Palsgrove, Doreen N.
    Gocke, Christopher D.
    Bruhm, Daniel C.
    Keshavarzian, Parissa
    Adleff, Vilmos
    Weihe, Elizabeth
    Anagnostou, Valsamo
    Scharpf, Robert B.
    Velculescu, Victor E.
    Husain, Hatim
    [J]. CANCER RESEARCH, 2019, 79 (06) : 1204 - 1213
  • [7] iRECIST: guidelines for response criteria for use in trials testing immunotherapeutics
    Seymour, Lesley
    Bogaerts, Jan
    Perrone, Andrea
    Ford, Robert
    Schwartz, Lawrence H.
    Mandrekar, Sumithra
    Lin, Nancy U.
    Litiere, Saskia
    Dancey, Janet
    Chen, Alice
    Hodi, F. Stephen
    Therasse, Patrick
    Hoekstra, Otto S.
    Shankar, Lalitha K.
    Wolchok, Jedd D.
    Ballinger, Marcus
    Caramella, Caroline
    de Vries, Elisabeth G. E.
    [J]. LANCET ONCOLOGY, 2017, 18 (03) : E143 - E152
  • [8] Taryma-Lesniak O, 2020, CLIN EPIGENETICS, V12, DOI 10.1186/s13148-020-00886-6
  • [9] Serial Monitoring of Circulating Tumor DNA by Next-Generation Gene Sequencing as a Biomarker of Response and Survival in Patients With Advanced NSCLC Receiving Pembrolizumab-Based Therapy
    Thompson, Jeffrey C.
    Carpenter, Erica L.
    Silva, Benjamin A.
    Rosenstein, Jamie
    Chien, Austin L.
    Quinn, Katie
    Espenschied, Carin R.
    Mak, Allysia
    Kiedrowski, Lesli A.
    Lefterova, Martina
    Nagy, Rebecca J.
    Katz, Sharyn, I
    Yee, Stephanie S.
    Black, Taylor A.
    Singh, Aditi P.
    Ciunci, Christine A.
    Bauml, Joshua M.
    Cohen, Roger B.
    Langer, Corey J.
    Aggarwal, Charu
    [J]. JCO PRECISION ONCOLOGY, 2021, 5 : 510 - 524
  • [10] Reporting on circulating tumor DNA monitoring in metastatic cancer-From clinical validity to clinical utility
    Thomsen, Caroline Brenner
    Juul, Amanda Dandanell
    Lefevre, Anna Cecilie
    Truelsen, Christina Glismand
    Dizdarevic, Edina
    Ryssel, Heidi
    Kjaer, Ina Mathilde
    Wind, Karen Lycke
    Callesen, Louise Bach
    Larsen, Louise Faaborg
    Frank, Malene Stochkel
    Andersen, Rikke Fredslund
    Spindler, Karen-Lise Garm
    Jakobsen, Anders
    [J]. CANCER, 2022, 128 (11) : 2052 - 2057