Literature DB >> 32253229

Biomarkers Associated with Beneficial PD-1 Checkpoint Blockade in Non-Small Cell Lung Cancer (NSCLC) Identified Using High-Plex Digital Spatial Profiling.

Jon Zugazagoitia1, Swati Gupta2, Yuting Liu2, Kit Fuhrman3, Scott Gettinger4, Roy S Herbst4, Kurt A Schalper2,4, David L Rimm2,4.   

Abstract

PURPOSE: Only a minority of patients with advanced non-small cell lung cancer (NSCLC) truly benefits from single-agent PD-1 checkpoint blockade, and more robust predictive biomarkers are needed. EXPERIMENTAL
DESIGN: We assessed tumor samples from 67 immunotherapy-treated NSCLC cases represented in a tissue microarray, 53 of whom had pretreatment samples and received monotherapy. Using GeoMx Digital Spatial Profiling System (NanoString Technologies), we quantified 39 immune parameters simultaneously in four tissue compartments defined by fluorescence colocalization [tumor (panCK+), leucocytes (CD45+), macrophages (CD68+), and nonimmune stroma].
RESULTS: A total of 156 protein variables were generated per case. In the univariate unadjusted analysis, we found 18 markers associated with outcome in spatial context, five of which remained significant after multiplicity adjustment. In the multivariate analysis, high levels of CD56 and CD4 measured in the CD45 compartment were the only markers that were predictive for all clinical outcomes, including progression-free survival (PFS, HR: 0.24, P = 0.006; and HR: 0.31, P = 0.011, respectively), and overall survival (OS, HR: 0.26, P = 0.014; and HR: 0.23, P = 0.007, respectively). Then, using an orthogonal method based on multiplex immunofluorescence and cell counting (inForm), we validated that high CD56+ immune cell counts in the stroma were associated with PFS and OS in the same cohort.
CONCLUSIONS: This pilot scale discovery study shows the potential of the digital spatial profiling technology in the identification of spatially informed biomarkers of response to PD-1 checkpoint blockade in NSCLC. We identified a number of relevant candidate immune predictors in spatial context that deserve validation in larger independent cohorts. ©2020 American Association for Cancer Research.

Entities:  

Year:  2020        PMID: 32253229      PMCID: PMC7442721          DOI: 10.1158/1078-0432.CCR-20-0175

Source DB:  PubMed          Journal:  Clin Cancer Res        ISSN: 1078-0432            Impact factor:   12.531


  22 in total

1.  Immune Cell PD-L1 Colocalizes with Macrophages and Is Associated with Outcome in PD-1 Pathway Blockade Therapy.

Authors:  Yuting Liu; Jon Zugazagoitia; Fahad Shabbir Ahmed; Brian S Henick; Scott N Gettinger; Roy S Herbst; Kurt A Schalper; David L Rimm
Journal:  Clin Cancer Res       Date:  2019-10-15       Impact factor: 12.531

2.  VISTA is an inhibitory immune checkpoint that is increased after ipilimumab therapy in patients with prostate cancer.

Authors:  Jianjun Gao; John F Ward; Curtis A Pettaway; Lewis Z Shi; Sumit K Subudhi; Luis M Vence; Hao Zhao; Jianfeng Chen; Hong Chen; Eleni Efstathiou; Patricia Troncoso; James P Allison; Christopher J Logothetis; Ignacio I Wistuba; Manuel A Sepulveda; Jingjing Sun; Jennifer Wargo; Jorge Blando; Padmanee Sharma
Journal:  Nat Med       Date:  2017-03-27       Impact factor: 53.440

3.  Unleashing Type-2 Dendritic Cells to Drive Protective Antitumor CD4+ T Cell Immunity.

Authors:  Mikhail Binnewies; Adriana M Mujal; Joshua L Pollack; Alexis J Combes; Emily A Hardison; Kevin C Barry; Jessica Tsui; Megan K Ruhland; Kelly Kersten; Marwan A Abushawish; Marko Spasic; Jonathan P Giurintano; Vincent Chan; Adil I Daud; Patrick Ha; Chun J Ye; Edward W Roberts; Matthew F Krummel
Journal:  Cell       Date:  2019-04-04       Impact factor: 41.582

4.  Sensitization to immune checkpoint blockade through activation of a STAT1/NK axis in the tumor microenvironment.

Authors:  Rachael M Zemek; Emma De Jong; Wee Loong Chin; Iona S Schuster; Vanessa S Fear; Thomas H Casey; Cath Forbes; Sarah J Dart; Connull Leslie; Ayham Zaitouny; Michael Small; Louis Boon; Alistair R R Forrest; Daithi O Muiri; Mariapia A Degli-Esposti; Michael J Millward; Anna K Nowak; Timo Lassmann; Anthony Bosco; Richard A Lake; W Joost Lesterhuis
Journal:  Sci Transl Med       Date:  2019-07-17       Impact factor: 17.956

5.  Expression Analysis and Significance of PD-1, LAG-3, and TIM-3 in Human Non-Small Cell Lung Cancer Using Spatially Resolved and Multiparametric Single-Cell Analysis.

Authors:  Ila Datar; Miguel F Sanmamed; Jun Wang; Brian S Henick; Jungmin Choi; Ti Badri; Weilai Dong; Nikita Mani; Maria Toki; Luis D Mejías; Maria D Lozano; Jose Luis Perez-Gracia; Vamsidhar Velcheti; Matthew D Hellmann; Justin F Gainor; Kristen McEachern; David Jenkins; Konstantinos Syrigos; Katerina Politi; Scott Gettinger; David L Rimm; Roy S Herbst; Ignacio Melero; Lieping Chen; Kurt A Schalper
Journal:  Clin Cancer Res       Date:  2019-05-03       Impact factor: 12.531

Review 6.  Multiplexed immunohistochemistry, imaging, and quantitation: a review, with an assessment of Tyramide signal amplification, multispectral imaging and multiplex analysis.

Authors:  Edward C Stack; Chichung Wang; Kristin A Roman; Clifford C Hoyt
Journal:  Methods       Date:  2014-09-19       Impact factor: 3.608

7.  Host expression of PD-L1 determines efficacy of PD-L1 pathway blockade-mediated tumor regression.

Authors:  Heng Lin; Shuang Wei; Elaine M Hurt; Michael D Green; Lili Zhao; Linda Vatan; Wojciech Szeliga; Ronald Herbst; Paul W Harms; Leslie A Fecher; Pankaj Vats; Arul M Chinnaiyan; Christopher D Lao; Theodore S Lawrence; Max Wicha; Junzo Hamanishi; Masaki Mandai; Ilona Kryczek; Weiping Zou
Journal:  J Clin Invest       Date:  2018-01-16       Impact factor: 14.808

8.  PD-L1 on host cells is essential for PD-L1 blockade-mediated tumor regression.

Authors:  Haidong Tang; Yong Liang; Robert A Anders; Janis M Taube; Xiangyan Qiu; Aditi Mulgaonkar; Xin Liu; Susan M Harrington; Jingya Guo; Yangchun Xin; Yahong Xiong; Kien Nham; William Silvers; Guiyang Hao; Xiankai Sun; Mingyi Chen; Raquibul Hannan; Jian Qiao; Haidong Dong; Hua Peng; Yang-Xin Fu
Journal:  J Clin Invest       Date:  2018-01-16       Impact factor: 14.808

9.  A colorful future of quantitative pathology: validation of Vectra technology using chromogenic multiplexed immunohistochemistry and prostate tissue microarrays.

Authors:  Wei Huang; Kenneth Hennrick; Sally Drew
Journal:  Hum Pathol       Date:  2012-08-31       Impact factor: 3.466

10.  High-dimensional single-cell analysis predicts response to anti-PD-1 immunotherapy.

Authors:  Carsten Krieg; Malgorzata Nowicka; Silvia Guglietta; Sabrina Schindler; Felix J Hartmann; Lukas M Weber; Reinhard Dummer; Mark D Robinson; Mitchell P Levesque; Burkhard Becher
Journal:  Nat Med       Date:  2018-01-08       Impact factor: 87.241

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  19 in total

1.  Activation of Tumor-Cell STING Primes NK-Cell Therapy.

Authors:  Elena V Ivanova; Mubin Tarannum; Marco Campisi; Erik H Knelson; Patrick H Lizotte; Matthew A Booker; Ismail Ozgenc; Moataz Noureddine; Brittany Meisenheimer; Minyue Chen; Brandon Piel; Nathaniel Spicer; Bonje Obua; Cameron M Messier; Erin Shannon; Navin R Mahadevan; Tetsuo Tani; Pieter J Schol; Anna M Lee-Hassett; Ari Zlota; Ha V Vo; Minh Ha; Arrien A Bertram; Saemi Han; Tran C Thai; Corinne E Gustafson; Kartika Venugopal; Timothy J Haggerty; Thomas P Albertson; Antja-Voy Hartley; Pinar O Eser; Ze-Hua Li; Israel Cañadas; Marina Vivero; Assunta De Rienzo; William G Richards; Adnan O Abu-Yousif; Vicky A Appleman; Richard C Gregory; Alexander Parent; Neil Lineberry; Eric L Smith; Pasi A Jänne; Juan J Miret; Michael Y Tolstorukov; Rizwan Romee; Cloud P Paweletz; Raphael Bueno; David A Barbie
Journal:  Cancer Immunol Res       Date:  2022-08-03       Impact factor: 12.020

Review 2.  Challenges and Opportunities for Immunoprofiling Using a Spatial High-Plex Technology: The NanoString GeoMx® Digital Spatial Profiler.

Authors:  Sharia Hernandez; Rossana Lazcano; Alejandra Serrano; Steven Powell; Larissa Kostousov; Jay Mehta; Khaja Khan; Wei Lu; Luisa M Solis
Journal:  Front Oncol       Date:  2022-06-29       Impact factor: 5.738

Review 3.  Precision Medicine in Head and Neck Cancers: Genomic and Preclinical Approaches.

Authors:  Giacomo Miserocchi; Chiara Spadazzi; Sebastiano Calpona; Francesco De Rosa; Alice Usai; Alessandro De Vita; Chiara Liverani; Claudia Cocchi; Silvia Vanni; Chiara Calabrese; Massimo Bassi; Giovanni De Luca; Giuseppe Meccariello; Toni Ibrahim; Marco Schiavone; Laura Mercatali
Journal:  J Pers Med       Date:  2022-05-24

Review 4.  Mapping and Validation of scRNA-Seq-Derived Cell-Cell Communication Networks in the Tumor Microenvironment.

Authors:  Kate Bridges; Kathryn Miller-Jensen
Journal:  Front Immunol       Date:  2022-04-28       Impact factor: 8.786

5.  Discovery of Biomarkers of Resistance to Immune Checkpoint Blockade in NSCLC Using High-Plex Digital Spatial Profiling.

Authors:  Myrto Moutafi; Sandra Martinez-Morilla; Prajan Divakar; Ioannis Vathiotis; Niki Gavrielatou; Thazin Nwe Aung; Vesal Yaghoobi; Aileen I Fernandez; Jon Zugazagoitia; Roy S Herbst; Kurt A Schalper; David L Rimm
Journal:  J Thorac Oncol       Date:  2022-04-28       Impact factor: 20.121

6.  Using Machine Learning Modeling to Explore New Immune-Related Prognostic Markers in Non-Small Cell Lung Cancer.

Authors:  Jiasheng Xu; Han Nie; Jiarui He; Xinlu Wang; Kaili Liao; Luxia Tu; Zhenfang Xiong
Journal:  Front Oncol       Date:  2020-10-30       Impact factor: 6.244

Review 7.  Spatially resolved transcriptomics and its applications in cancer.

Authors:  Silas Maniatis; Joana Petrescu; Hemali Phatnani
Journal:  Curr Opin Genet Dev       Date:  2021-01-09       Impact factor: 5.578

Review 8.  Characterization With KRAS Mutant Is a Critical Determinant in Immunotherapy and Other Multiple Therapies for Non-Small Cell Lung Cancer.

Authors:  Mo Shen; Rongbin Qi; Justin Ren; Dongqing Lv; Haihua Yang
Journal:  Front Oncol       Date:  2022-01-05       Impact factor: 6.244

9.  Profiling of gastric cancer cell-surface markers to achieve tumour-normal discrimination.

Authors:  Judith Toh; Michal Marek Hoppe; Teena Thakur; Henry Yang; Kar Tong Tan; Brendan Pang; Sharmaine Ho; Rony Roy; Khek Yu Ho; Khay Guan Yeoh; Patrick Tan; Raghav Sundar; Anand Jeyasekharan
Journal:  BMJ Open Gastroenterol       Date:  2020-08

Review 10.  The Eclectic Nature of Glioma-Infiltrating Macrophages and Microglia.

Authors:  Víctor A Arrieta; Hinda Najem; Edgar Petrosyan; Catalina Lee-Chang; Peiwen Chen; Adam M Sonabend; Amy B Heimberger
Journal:  Int J Mol Sci       Date:  2021-12-13       Impact factor: 5.923

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