Plasma cell-free DNA hydroxymethylation profiling reveals anti-PD-1 treatment response and resistance biology in non-small cell lung cancer

被引:6
作者
Guler, Gulfem D. [1 ]
Ning, Yuhong [1 ]
Coruh, Ceyda [1 ]
Mognol, Giuliana P. [1 ]
Phillips, Tierney [1 ]
Nabiyouni, Maryam [1 ]
Hazen, Kyle [1 ]
Scott, Aaron [1 ]
Volkmuth, Wayne [1 ]
Levy, Samuel [1 ]
机构
[1] ClearNote Hlth Inc, San Diego, CA 92121 USA
关键词
Biomarkers; Tumor; Immune Checkpoint Inhibitors; Non-Small Cell Lung Cancer; Immunotherapy; 5-HYDROXYMETHYLCYTOSINE SIGNATURES; PD-1; BLOCKADE; EXPRESSION; PEMBROLIZUMAB; BIOMARKERS; LANDSCAPE; NIVOLUMAB;
D O I
10.1136/jitc-2023-008028
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
BackgroundTreatment with immune checkpoint inhibitors (ICIs) targeting programmed death-1 (PD-1) can yield durable antitumor responses, yet not all patients respond to ICIs. Current approaches to select patients who may benefit from anti-PD-1 treatment are insufficient. 5-hydroxymethylation (5hmC) analysis of plasma-derived cell-free DNA (cfDNA) presents a novel non-invasive approach for identification of therapy response biomarkers which can tackle challenges associated with tumor biopsies such as tumor heterogeneity and serial sample collection.Methods151 blood samples were collected from 31 patients with non-small cell lung cancer (NSCLC) before therapy started and at multiple time points while on therapy. Blood samples were processed to obtain plasma-derived cfDNA, followed by enrichment of 5hmC-containing cfDNA fragments through biotinylation via a two-step chemistry and binding to streptavidin coated beads. 5hmC-enriched cfDNA and whole genome libraries were prepared in parallel and sequenced to obtain whole hydroxymethylome and whole genome plasma profiles, respectively.ResultsComparison of on-treatment time point to matched pretreatment samples from same patients revealed that anti-PD-1 treatment induced distinct changes in plasma cfDNA 5hmC profiles of responding patients, as judged by Response evaluation criteria in solid tumors, relative to non-responders. In responders, 5hmC accumulated over genes involved in immune activation such as inteferon (IFN)-gamma and IFN-alpha response, inflammatory response and tumor necrosis factor (TNF)-alpha signaling, whereas in non-responders 5hmC increased over epithelial to mesenchymal transition genes. Molecular response to anti-PD-1 treatment, as measured by 5hmC changes in plasma cfDNA profiles were observed early on, starting with the first cycle of treatment. Comparison of pretreatment plasma samples revealed that anti-PD-1 treatment response and resistance associated genes can be captured by 5hmC profiling of plasma-derived cfDNA. Furthermore, 5hmC profiling of pretreatment plasma samples was able to distinguish responders from non-responders using T cell-inflamed gene expression profile, which was previously identified by tissue RNA analysis.ConclusionsThese results demonstrate that 5hmC profiling can identify response and resistance associated biological pathways in plasma-derived cfDNA, offering a novel approach for non-invasive prediction and monitoring of immunotherapy response in NSCLC.
引用
收藏
页数:13
相关论文
共 58 条
[1]   Clonal haematopoiesis: a source of biological noise in cell-free DNA analyses [J].
Abbosh, C. ;
Swanton, C. ;
Birkbak, N. J. .
ANNALS OF ONCOLOGY, 2019, 30 (03) :358-359
[2]   Inhibition of FGFR Reactivates IFNg Signaling in Tumor Cells to Enhance the Combined Antitumor Activity of Lenvatinib with Anti-PD-1 Antibodies [J].
Adachi, Yusuke ;
Kamiyama, Hiroshi ;
Ichikawa, Kenji ;
Fukushima, Sayo ;
Ozawa, Yoichi ;
Yamaguchi, Shogo ;
Goda, Satoshi ;
Kimura, Takayuki ;
Kodama, Kotaro ;
Matsuki, Masahiro ;
Miyano, Saori Watanabe ;
Yokoi, Akira ;
Kato, Yu ;
Funahashi, Yasuhiro .
CANCER RESEARCH, 2022, 82 (02) :292-306
[3]   Baseline Plasma Tumor Mutation Burden Predicts Response to Pembrolizumab-based Therapy in Patients with Metastatic Non-Small Cell Lung Cancer [J].
Aggarwal, Charu ;
Thompson, Jeffrey C. ;
Chien, Austin L. ;
Quinn, Katie J. ;
Hwang, Wei-Ting ;
Black, Taylor A. ;
Yee, Stephanie S. ;
Christensen, Theresa E. ;
LaRiviere, Michael J. ;
Silva, Benjamin A. ;
Banks, Kimberly C. ;
Nagy, Rebecca J. ;
Helman, Elena ;
Berman, Abigail T. ;
Ciunci, Christine A. ;
Singh, Aditi P. ;
Wasser, Jeffrey S. ;
Bauml, Joshua M. ;
Langer, Corey J. ;
Cohen, Roger B. ;
Carpenter, Erica L. .
CLINICAL CANCER RESEARCH, 2020, 26 (10) :2354-2361
[4]   IFN-γ-related mRNA profile predicts clinical response to PD-1 blockade [J].
Ayers, Mark ;
Lunceford, Jared ;
Nebozhyn, Michael ;
Murphy, Erin ;
Loboda, Andrey ;
Kaufman, David R. ;
Albright, Andrew ;
Cheng, Jonathan D. ;
Kang, S. Peter ;
Shankaran, Veena ;
Piha-Paul, Sarina A. ;
Yearley, Jennifer ;
Seiwert, Tanguy Y. ;
Ribas, Antoni ;
McClanahan, Terrill K. .
JOURNAL OF CLINICAL INVESTIGATION, 2017, 127 (08) :2930-2940
[5]   Biomarkers of therapeutic response with immune checkpoint inhibitors [J].
Bindal, Poorva ;
Gray, Jhanelle E. ;
Boyle, Theresa A. ;
Florou, Vaia ;
Puri, Sonam .
ANNALS OF TRANSLATIONAL MEDICINE, 2021, 9 (12)
[6]   Nivolumab versus Docetaxel in Advanced Squamous-Cell Non-Small-Cell Lung Cancer [J].
Brahmer, Julie ;
Reckamp, Karen L. ;
Baas, Paul ;
Crino, Lucio ;
Eberhardt, Wilfried E. E. ;
Poddubskaya, Elena ;
Antonia, Scott ;
Pluzanski, Adam ;
Vokes, Everett E. ;
Holgado, Esther ;
Waterhouse, David ;
Ready, Neal ;
Gainor, Justin ;
Aren Frontera, Osvaldo ;
Havel, Libor ;
Steins, Martin ;
Garassino, Marina C. ;
Aerts, Joachim G. ;
Domine, Manuel ;
Paz-Ares, Luis ;
Reck, Martin ;
Baudelet, Christine ;
Harbison, Christopher T. ;
Lestini, Brian ;
Spigel, David R. .
NEW ENGLAND JOURNAL OF MEDICINE, 2015, 373 (02) :123-135
[7]   Personalized circulating tumor DNA analysis as a predictive biomarker in solid tumor patients treated with pembrolizumab [J].
Bratman, Scott V. ;
Yang, S. Y. Cindy ;
Iafolla, Marco A. J. ;
Liu, Zhihui ;
Hansen, Aaron R. ;
Bedard, Philippe L. ;
Lheureux, Stephanie ;
Spreafico, Anna ;
Razak, Albiruni Abdul ;
Shchegrova, Svetlana ;
Louie, Maggie ;
Billings, Paul ;
Zimmermann, Bernhard ;
Sethi, Himanshu ;
Aleshin, Alexey ;
Torti, Dax ;
Marsh, Kayla ;
Eagles, Jenna ;
Cirlan, Iulia ;
Hanna, Youstina ;
Clouthier, Derek L. ;
Lien, Scott C. ;
Ohashi, Pamela S. ;
Xu, Wei ;
Siu, Lillian L. ;
Pugh, Trevor J. .
NATURE CANCER, 2020, 1 (09) :873-+
[8]  
Broad Institute, 2019, Picard Toolkit
[9]   Oncology Meets Immunology: The Cancer-Immunity Cycle [J].
Chen, Daniel S. ;
Mellman, Ira .
IMMUNITY, 2013, 39 (01) :1-10
[10]   Pan-tumor genomic biomarkers for PD-1 checkpoint blockade-based immunotherapy [J].
Cristescu, Razvan ;
Mogg, Robin ;
Ayers, Mark ;
Albright, Andrew ;
Murphy, Erin ;
Yearley, Jennifer ;
Sher, Xinwei ;
Liu, Xiao Qiao ;
Lu, Hongchao ;
Nebozhyn, Michael ;
Zhang, Chunsheng ;
Lunceford, Jared ;
Joe, Andrew ;
Cheng, Jonathan ;
Webber, Andrea L. ;
Ibrahim, Nageatte ;
Plimack, Elizabeth R. ;
Ott, Patrick A. ;
Seiwert, Tanguy ;
Ribas, Antoni ;
McClanahan, Terrill K. ;
Tomassini, Joanne E. ;
Loboda, Andrey ;
Kaufman, David .
SCIENCE, 2018, 362 (6411) :197-+