Literature DB >> 33837006

Myeloid Cell-associated Resistance to PD-1/PD-L1 Blockade in Urothelial Cancer Revealed Through Bulk and Single-cell RNA Sequencing.

Li Wang1,2,3, John P Sfakianos4, Kristin G Beaumont1,2, Guray Akturk5, Amir Horowitz5, Robert P Sebra1,2,3,6, Adam M Farkas5, Sacha Gnjatic5, Austin Hake1,2, Sudeh Izadmehr7, Peter Wiklund4, William K Oh7, Peter M Szabo8, Megan Wind-Rotolo8, Keziban Unsal-Kacmaz8, Xin Yao9, Eric Schadt1,2,3, Padmanee Sharma10, Nina Bhardwaj11,7, Jun Zhu12,2,3, Matthew D Galsky13.   

Abstract

PURPOSE: To define dominant molecular and cellular features associated with PD-1/PD-L1 blockade resistance in metastatic urothelial cancer. EXPERIMENTAL
DESIGN: We pursued an unbiased approach using bulk RNA sequencing data from two clinical trials to discover (IMvigor 210) and validate (CheckMate 275) pretreatment molecular features associated with resistance to PD-1/PD-L1 blockade in metastatic urothelial cancer. We then generated single-cell RNA sequencing (scRNA-seq) data from muscle-invasive bladder cancer specimens to dissect the cellular composition underlying the identified gene signatures.
RESULTS: We identified an adaptive immune response gene signature associated with response and a protumorigenic inflammation gene signature associated with resistance to PD-1/PD-L1 blockade. The adaptive immune response:protumorigenic inflammation signature expression ratio, coined the 2IR score, best correlated with clinical outcomes, and was externally validated. Mapping these bulk gene signatures onto scRNA-seq data uncovered their underlying cellular diversity, with prominent expression of the protumorigenic inflammation signature by myeloid phagocytic cells. However, heterogeneity in expression of adaptive immune and protumorigenic inflammation genes was observed among single myeloid phagocytic cells, quantified as the myeloid single cell immune:protumorigenic inflammation ratio (Msc2IR) score. Single myeloid phagocytic cells with low Msc2IR scores demonstrated upregulation of proinflammatory cytokines/chemokines and downregulation of antigen presentation genes, were unrelated to M1 versus M2 polarization, and were enriched in pretreatment blood samples from patients with PD-L1 blockade-resistant metastatic urothelial cancer.
CONCLUSIONS: The balance of adaptive immunity and protumorigenic inflammation in individual tumor microenvironments is associated with PD-1/PD-L1 resistance in urothelial cancer with the latter linked to a proinflammatory cellular state of myeloid phagocytic cells detectable in tumor and blood.See related commentary by Drake, p. 4139. ©2021 American Association for Cancer Research.

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Year:  2021        PMID: 33837006      PMCID: PMC8338756          DOI: 10.1158/1078-0432.CCR-20-4574

Source DB:  PubMed          Journal:  Clin Cancer Res        ISSN: 1078-0432            Impact factor:   13.801


  53 in total

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Authors:  Romain Remark; Taha Merghoub; Niels Grabe; Geert Litjens; Diane Damotte; Jedd D Wolchok; Miriam Merad; Sacha Gnjatic
Journal:  Sci Immunol       Date:  2016-06-23

2.  Innate Immune Landscape in Early Lung Adenocarcinoma by Paired Single-Cell Analyses.

Authors:  Yonit Lavin; Soma Kobayashi; Andrew Leader; El-Ad David Amir; Naama Elefant; Camille Bigenwald; Romain Remark; Robert Sweeney; Christian D Becker; Jacob H Levine; Klaus Meinhof; Andrew Chow; Seunghee Kim-Shulze; Andrea Wolf; Chiara Medaglia; Hanjie Li; Julie A Rytlewski; Ryan O Emerson; Alexander Solovyov; Benjamin D Greenbaum; Catherine Sanders; Marissa Vignali; Mary Beth Beasley; Raja Flores; Sacha Gnjatic; Dana Pe'er; Adeeb Rahman; Ido Amit; Miriam Merad
Journal:  Cell       Date:  2017-05-04       Impact factor: 41.582

3.  Effect of interleukin-1β inhibition with canakinumab on incident lung cancer in patients with atherosclerosis: exploratory results from a randomised, double-blind, placebo-controlled trial.

Authors:  Paul M Ridker; Jean G MacFadyen; Tom Thuren; Brendan M Everett; Peter Libby; Robert J Glynn
Journal:  Lancet       Date:  2017-08-27       Impact factor: 79.321

4.  Signatures of T cell dysfunction and exclusion predict cancer immunotherapy response.

Authors:  Peng Jiang; Shengqing Gu; Deng Pan; Jingxin Fu; Avinash Sahu; Xihao Hu; Ziyi Li; Nicole Traugh; Xia Bu; Bo Li; Jun Liu; Gordon J Freeman; Myles A Brown; Kai W Wucherpfennig; X Shirley Liu
Journal:  Nat Med       Date:  2018-08-20       Impact factor: 53.440

5.  PD-1 blockade induces responses by inhibiting adaptive immune resistance.

Authors:  Paul C Tumeh; Christina L Harview; Jennifer H Yearley; I Peter Shintaku; Emma J M Taylor; Lidia Robert; Bartosz Chmielowski; Marko Spasic; Gina Henry; Voicu Ciobanu; Alisha N West; Manuel Carmona; Christine Kivork; Elizabeth Seja; Grace Cherry; Antonio J Gutierrez; Tristan R Grogan; Christine Mateus; Gorana Tomasic; John A Glaspy; Ryan O Emerson; Harlan Robins; Robert H Pierce; David A Elashoff; Caroline Robert; Antoni Ribas
Journal:  Nature       Date:  2014-11-27       Impact factor: 49.962

6.  QuPath: Open source software for digital pathology image analysis.

Authors:  Peter Bankhead; Maurice B Loughrey; José A Fernández; Yvonne Dombrowski; Darragh G McArt; Philip D Dunne; Stephen McQuaid; Ronan T Gray; Liam J Murray; Helen G Coleman; Jacqueline A James; Manuel Salto-Tellez; Peter W Hamilton
Journal:  Sci Rep       Date:  2017-12-04       Impact factor: 4.379

7.  RNA-Seq Signatures Normalized by mRNA Abundance Allow Absolute Deconvolution of Human Immune Cell Types.

Authors:  Gianni Monaco; Bernett Lee; Weili Xu; Seri Mustafah; You Yi Hwang; Christophe Carré; Nicolas Burdin; Lucian Visan; Michele Ceccarelli; Michael Poidinger; Alfred Zippelius; João Pedro de Magalhães; Anis Larbi
Journal:  Cell Rep       Date:  2019-02-05       Impact factor: 9.423

8.  Macrophages impede CD8 T cells from reaching tumor cells and limit the efficacy of anti-PD-1 treatment.

Authors:  Elisa Peranzoni; Jean Lemoine; Lene Vimeux; Vincent Feuillet; Sarah Barrin; Chahrazade Kantari-Mimoun; Nadège Bercovici; Marion Guérin; Jérôme Biton; Hanane Ouakrim; Fabienne Régnier; Audrey Lupo; Marco Alifano; Diane Damotte; Emmanuel Donnadieu
Journal:  Proc Natl Acad Sci U S A       Date:  2018-04-09       Impact factor: 11.205

Review 9.  Modulation of the CCR6-CCL20 Axis: A Potential Therapeutic Target in Inflammation and Cancer.

Authors:  Ranmali Ranasinghe; Rajaraman Eri
Journal:  Medicina (Kaunas)       Date:  2018-11-16       Impact factor: 2.430

10.  Reference-based analysis of lung single-cell sequencing reveals a transitional profibrotic macrophage.

Authors:  Dvir Aran; Agnieszka P Looney; Leqian Liu; Esther Wu; Valerie Fong; Austin Hsu; Suzanna Chak; Ram P Naikawadi; Paul J Wolters; Adam R Abate; Atul J Butte; Mallar Bhattacharya
Journal:  Nat Immunol       Date:  2019-01-14       Impact factor: 25.606

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  5 in total

1.  Avelumab maintenance in advanced urothelial carcinoma: biomarker analysis of the phase 3 JAVELIN Bladder 100 trial.

Authors:  Thomas Powles; Srikala S Sridhar; Yohann Loriot; Joaquim Bellmunt; Xinmeng Jasmine Mu; Keith A Ching; Jie Pu; Cora N Sternberg; Daniel P Petrylak; Rosa Tambaro; Louis M Dourthe; Carlos Alvarez-Fernandez; Maureen Aarts; Alessandra di Pietro; Petros Grivas; Craig B Davis
Journal:  Nat Med       Date:  2021-12-10       Impact factor: 53.440

2.  Pretreatment tumour immune microenvironment predicts clinical response and prognosis of muscle-invasive bladder cancer in the neoadjuvant chemotherapy setting.

Authors:  Daiki Ikarashi; Shigehisa Kitano; Takashi Tsuyukubo; Kazumasa Takenouchi; Takayuki Nakayama; Hiroko Onagi; Asumi Sakaguchi; Makiko Yamashita; Hidenori Mizugaki; Shigekatsu Maekawa; Renpei Kato; Yoichiro Kato; Tamotsu Sugai; Tetsuya Nakatsura; Wataru Obara
Journal:  Br J Cancer       Date:  2021-11-15       Impact factor: 9.075

Review 3.  Hallmarks of response, resistance, and toxicity to immune checkpoint blockade.

Authors:  Golnaz Morad; Beth A Helmink; Padmanee Sharma; Jennifer A Wargo
Journal:  Cell       Date:  2021-10-07       Impact factor: 66.850

4.  Identification of a unique tumor cell subset employing myeloid transcriptional circuits to create an immunomodulatory microenvironment in glioblastoma.

Authors:  Kaidi Yang; Yu Shi; Min Luo; Min Mao; Xiaoning Zhang; Cong Chen; Yuqi Liu; Zhicheng He; Qing Liu; Wenying Wang; Chunhua Luo; Wen Yin; Chao Wang; Qin Niu; Hui Zeng; Xiu-Wu Bian; Yi-Fang Ping
Journal:  Oncoimmunology       Date:  2022-01-26       Impact factor: 8.110

5.  Identification of a ZC3H12D-regulated competing endogenous RNA network for prognosis of lung adenocarcinoma at single-cell level.

Authors:  Wenhan Chen; Zhifeng Guo; Jingyang Wu; Guofu Lin; Shaohua Chen; Qinhui Lin; Jiansheng Yang; Yuan Xu; Yiming Zeng
Journal:  BMC Cancer       Date:  2022-01-28       Impact factor: 4.430

  5 in total

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