Principal Investigator

Abhijit
Patel
Awardee Organization

Yale University
United States

Fiscal Year
2020
Activity Code
R01
Project End Date

Circulating DNA as a Marker of Treatment Efficacy and Failure in Lung Cancer

For patients with non-small cell lung cancer (NSCLC), treatment response and disease progression are typically assessed based on radiographic changes in tumor size or metabolic activity. However, imaging studies can sometimes yield equivocal results that lead to confusion in clinical decision-making. For example, after radiation therapy for lung cancer, in-field tumor recurrence can be difficult to distinguish from radiation-induced pneumonitis or fibrosis based on radiographic appearance alone. Imaging can also miss small metastatic deposits after completion of curative-intent stereotactic body radiotherapy (SBRT) or concurrent radiation and chemotherapy for localized NSCLC. For patients treated with new immunotherapies, confusion commonly arises when trying to assess therapeutic efficacy because radiographic shrinkage of disease can be delayed by several months. For many other types of cancer, information from quantitative changes in circulating tumor markers can be used to supplement radiographic findings. Unfortunately, no such blood markers have been found to be routinely useful for lung cancer. In this proposal, we aim to investigate whether a novel, highly cancer-specific class of biomarkers - circulating tumor DNA (ctDNA) - might be well suited for this purpose. In particular, we will focus on clinical scenarios in that are commonly prone to radiographic ambiguity. Our laboratory is especially well equipped to carry out this study because we have developed a robust, ultrasensitive next-generation sequencing-based assay that allows broad-spectrum measurement of mutant ctDNA. We propose to take advantage of this novel technology to investigate the following Specific Aims: Aim 1: Establish estimates of ctDNA assay sensitivity and specificity in patients with early-stage, locally advanced, and metastatic NSCLC prior to initiating therapy. Aim 2: For patients treated with stereotactic body radiotherapy for inoperable early-stage NSCLC or with concurrent radiation and chemotherapy for locally advanced NSCLC, determine whether detectable or rising levels of ctDNA after completion of treatment correlate with disease recurrence. Aim 3: For patients treated with immunotherapy for metastatic NSCLC, determine whether an early drop in ctDNA levels can predict subsequent radiographic response.

Publications

  • Song P, Wu LR, Yan YH, Zhang JX, Chu T, Kwong LN, Patel AA, Zhang DY. Limitations and opportunities of technologies for the analysis of cell-free DNA in cancer diagnostics. Nature biomedical engineering. 2022 Mar;6(3):232-245. Epub 2022 Jan 31. PMID: 35102279
  • Cheok SK, Narayan A, Arnal-Estape A, Gettinger S, Goldberg SB, Kluger HM, Nguyen D, Patel A, Chiang V. Tumor DNA Mutations From Intraparenchymal Brain Metastases Are Detectable in CSF. JCO precision oncology. 2021 Jan 12;5. doi: 10.1200/PO.20.00292. eCollection 2021. PMID: 34250381
  • Goldberg SB, Patel AA. Monitoring immunotherapy outcomes with circulating tumor DNA. Immunotherapy. 2018 Sep;10(12):1023-1025. PMID: 30185140
  • Lopez Sambrooks C, Baro M, Quijano A, Narayan A, Cui W, Greninger P, Egan R, Patel A, Benes CH, Saltzman WM, Contessa JN. Oligosaccharyltransferase Inhibition Overcomes Therapeutic Resistance to EGFR Tyrosine Kinase Inhibitors. Cancer research. 2018 Sep 1;78(17):5094-5106. Epub 2018 Jul 19. PMID: 30026325
  • Wu LR, Chen SX, Wu Y, Patel AA, Zhang DY. Multiplexed enrichment of rare DNA variants via sequence-selective and temperature-robust amplification. Nature biomedical engineering. 2017;1:714-723. Epub 2017 Sep 4. PMID: 29805844
  • Narayan A, Johnkennedy R, Zakaria M, Lee V, Patel AA. META RNA profiling: Multiplexed quantitation of targeted RNAs across large numbers of samples. Methods (San Diego, Calif.). 2019 Jan 1;152:41-47. Epub 2018 Oct 9. PMID: 30308315
  • Kole AJ, Park HS, Johnson SB, Kelly JR, Moran MS, Patel AA. Overall survival is improved when DCIS accompanies invasive breast cancer. Scientific reports. 2019 Jul 9;9(1):9934. PMID: 31289308
  • Goldberg SB, Narayan A, Kole AJ, Decker RH, Teysir J, Carriero NJ, Lee A, Nemati R, Nath SK, Mane SM, Deng Y, Sukumar N, Zelterman D, Boffa DJ, Politi K, Gettinger SN, Wilson LD, Herbst RS, Patel AA. Early Assessment of Lung Cancer Immunotherapy Response via Circulating Tumor DNA. Clinical cancer research : an official journal of the American Association for Cancer Research. 2018 Apr 15;24(8):1872-1880. Epub 2018 Jan 12. PMID: 29330207
  • Hu Y, Narayan A, Xu Y, Wolfe J, Vu D, Trinh T, Kantak C, Ivy SP, Eder JP, Deng Y, LoRusso P, Kim JW, Patel AA. Circulating Tumor DNA Dynamics Fail to Predict Efficacy of Poly(ADP-ribose) Polymerase/VEGFR Inhibition in Patients With Heavily Pretreated Advanced Solid Tumors. JCO precision oncology. 2024 Feb;8:e2300289. PMID: 38412387