Literature DB >> 34963056

Discovering dominant tumor immune archetypes in a pan-cancer census.

Alexis J Combes1, Bushra Samad2, Jessica Tsui2, Nayvin W Chew2, Peter Yan2, Gabriella C Reeder2, Divyashree Kushnoor2, Alan Shen2, Brittany Davidson3, Andrea J Barczak4, Michael Adkisson4, Austin Edwards2, Mohammad Naser2, Kevin C Barry5, Tristan Courau2, Taymour Hammoudi2, Rafael J Argüello6, Arjun Arkal Rao2, Adam B Olshen7, Cathy Cai2, Jenny Zhan2, Katelyn C Davis2, Robin K Kelley8, Jocelyn S Chapman9, Chloe E Atreya10, Amar Patel11, Adil I Daud12, Patrick Ha13, Aaron A Diaz14, Johannes R Kratz15, Eric A Collisson10, Gabriela K Fragiadakis16, David J Erle17, Alexandre Boissonnas18, Saurabh Asthana19, Vincent Chan20, Matthew F Krummel21.   

Abstract

Cancers display significant heterogeneity with respect to tissue of origin, driver mutations, and other features of the surrounding tissue. It is likely that individual tumors engage common patterns of the immune system-here "archetypes"-creating prototypical non-destructive tumor immune microenvironments (TMEs) and modulating tumor-targeting. To discover the dominant immune system archetypes, the University of California, San Francisco (UCSF) Immunoprofiler Initiative (IPI) processed 364 individual tumors across 12 cancer types using standardized protocols. Computational clustering of flow cytometry and transcriptomic data obtained from cell sub-compartments uncovered dominant patterns of immune composition across cancers. These archetypes were profound insofar as they also differentiated tumors based upon unique immune and tumor gene-expression patterns. They also partitioned well-established classifications of tumor biology. The IPI resource provides a template for understanding cancer immunity as a collection of dominant patterns of immune organization and provides a rational path forward to learn how to modulate these to improve therapy.
Copyright © 2021 Elsevier Inc. All rights reserved.

Entities:  

Keywords:  Pan Cancer analysis; immune profiling; solid tumor microenvironement; system immunology; tumor immunology; unsupervised clustering

Mesh:

Substances:

Year:  2021        PMID: 34963056      PMCID: PMC8862608          DOI: 10.1016/j.cell.2021.12.004

Source DB:  PubMed          Journal:  Cell        ISSN: 0092-8674            Impact factor:   41.582


  114 in total

1.  A pan-cancer single-cell transcriptional atlas of tumor infiltrating myeloid cells.

Authors:  Sijin Cheng; Ziyi Li; Ranran Gao; Baocai Xing; Yunong Gao; Yu Yang; Shishang Qin; Lei Zhang; Hanqiang Ouyang; Peng Du; Liang Jiang; Bin Zhang; Yue Yang; Xiliang Wang; Xianwen Ren; Jin-Xin Bei; Xueda Hu; Zhaode Bu; Jiafu Ji; Zemin Zhang
Journal:  Cell       Date:  2021-02-04       Impact factor: 41.582

2.  A cluster separation measure.

Authors:  D L Davies; D W Bouldin
Journal:  IEEE Trans Pattern Anal Mach Intell       Date:  1979-02       Impact factor: 6.226

3.  Single-Cell Transcriptomics of Human and Mouse Lung Cancers Reveals Conserved Myeloid Populations across Individuals and Species.

Authors:  Rapolas Zilionis; Camilla Engblom; Christina Pfirschke; Virginia Savova; David Zemmour; Hatice D Saatcioglu; Indira Krishnan; Giorgia Maroni; Claire V Meyerovitz; Clara M Kerwin; Sun Choi; William G Richards; Assunta De Rienzo; Daniel G Tenen; Raphael Bueno; Elena Levantini; Mikael J Pittet; Allon M Klein
Journal:  Immunity       Date:  2019-04-09       Impact factor: 31.745

4.  A natural killer-dendritic cell axis defines checkpoint therapy-responsive tumor microenvironments.

Authors:  Kevin C Barry; Joy Hsu; Miranda L Broz; Francisco J Cueto; Mikhail Binnewies; Alexis J Combes; Amanda E Nelson; Kimberly Loo; Raj Kumar; Michael D Rosenblum; Michael D Alvarado; Denise M Wolf; Dusan Bogunovic; Nina Bhardwaj; Adil I Daud; Patrick K Ha; William R Ryan; Joshua L Pollack; Bushra Samad; Saurabh Asthana; Vincent Chan; Matthew F Krummel
Journal:  Nat Med       Date:  2018-06-25       Impact factor: 53.440

5.  A high-resolution transcriptome map of cell cycle reveals novel connections between periodic genes and cancer.

Authors:  Daniel Dominguez; Yi-Hsuan Tsai; Nicholas Gomez; Deepak Kumar Jha; Ian Davis; Zefeng Wang
Journal:  Cell Res       Date:  2016-07-01       Impact factor: 25.617

6.  Epigenomic-Guided Mass Cytometry Profiling Reveals Disease-Specific Features of Exhausted CD8 T Cells.

Authors:  Bertram Bengsch; Takuya Ohtani; Omar Khan; Manu Setty; Sasikanth Manne; Shaun O'Brien; Pier Federico Gherardini; Ramin Sedaghat Herati; Alexander C Huang; Kyong-Mi Chang; Evan W Newell; Niels Bovenschen; Dana Pe'er; Steven M Albelda; E John Wherry
Journal:  Immunity       Date:  2018-05-15       Impact factor: 31.745

7.  A Spatiotemporal Organ-Wide Gene Expression and Cell Atlas of the Developing Human Heart.

Authors:  Michaela Asp; Stefania Giacomello; Ludvig Larsson; Chenglin Wu; Daniel Fürth; Xiaoyan Qian; Eva Wärdell; Joaquin Custodio; Johan Reimegård; Fredrik Salmén; Cecilia Österholm; Patrik L Ståhl; Erik Sundström; Elisabet Åkesson; Olaf Bergmann; Magda Bienko; Agneta Månsson-Broberg; Mats Nilsson; Christer Sylvén; Joakim Lundeberg
Journal:  Cell       Date:  2019-12-12       Impact factor: 41.582

8.  TGFβ attenuates tumour response to PD-L1 blockade by contributing to exclusion of T cells.

Authors:  Sanjeev Mariathasan; Shannon J Turley; Dorothee Nickles; Alessandra Castiglioni; Kobe Yuen; Yulei Wang; Edward E Kadel; Hartmut Koeppen; Jillian L Astarita; Rafael Cubas; Suchit Jhunjhunwala; Romain Banchereau; Yagai Yang; Yinghui Guan; Cecile Chalouni; James Ziai; Yasin Şenbabaoğlu; Stephen Santoro; Daniel Sheinson; Jeffrey Hung; Jennifer M Giltnane; Andrew A Pierce; Kathryn Mesh; Steve Lianoglou; Johannes Riegler; Richard A D Carano; Pontus Eriksson; Mattias Höglund; Loan Somarriba; Daniel L Halligan; Michiel S van der Heijden; Yohann Loriot; Jonathan E Rosenberg; Lawrence Fong; Ira Mellman; Daniel S Chen; Marjorie Green; Christina Derleth; Gregg D Fine; Priti S Hegde; Richard Bourgon; Thomas Powles
Journal:  Nature       Date:  2018-02-14       Impact factor: 49.962

9.  Therapy-Induced Evolution of Human Lung Cancer Revealed by Single-Cell RNA Sequencing.

Authors:  Ashley Maynard; Caroline E McCoach; Julia K Rotow; Lincoln Harris; Franziska Haderk; D Lucas Kerr; Elizabeth A Yu; Erin L Schenk; Weilun Tan; Alexander Zee; Michelle Tan; Philippe Gui; Tasha Lea; Wei Wu; Anatoly Urisman; Kirk Jones; Rene Sit; Pallav K Kolli; Eric Seeley; Yaron Gesthalter; Daniel D Le; Kevin A Yamauchi; David M Naeger; Sourav Bandyopadhyay; Khyati Shah; Lauren Cech; Nicholas J Thomas; Anshal Gupta; Mayra Gonzalez; Hien Do; Lisa Tan; Bianca Bacaltos; Rafael Gomez-Sjoberg; Matthew Gubens; Thierry Jahan; Johannes R Kratz; David Jablons; Norma Neff; Robert C Doebele; Jonathan Weissman; Collin M Blakely; Spyros Darmanis; Trever G Bivona
Journal:  Cell       Date:  2020-08-20       Impact factor: 41.582

10.  Developmental cell programs are co-opted in inflammatory skin disease.

Authors:  Gary Reynolds; Peter Vegh; James Fletcher; Elizabeth F M Poyner; Emily Stephenson; Issac Goh; Rachel A Botting; Ni Huang; Bayanne Olabi; Anna Dubois; David Dixon; Kile Green; Daniel Maunder; Justin Engelbert; Mirjana Efremova; Krzysztof Polański; Laura Jardine; Claire Jones; Thomas Ness; Dave Horsfall; Jim McGrath; Christopher Carey; Dorin-Mirel Popescu; Simone Webb; Xiao-Nong Wang; Ben Sayer; Jong-Eun Park; Victor A Negri; Daria Belokhvostova; Magnus D Lynch; David McDonald; Andrew Filby; Tzachi Hagai; Kerstin B Meyer; Akhtar Husain; Jonathan Coxhead; Roser Vento-Tormo; Sam Behjati; Steven Lisgo; Alexandra-Chloé Villani; Jaume Bacardit; Philip H Jones; Edel A O'Toole; Graham S Ogg; Neil Rajan; Nick J Reynolds; Sarah A Teichmann; Fiona M Watt; Muzlifah Haniffa
Journal:  Science       Date:  2021-01-22       Impact factor: 47.728

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  9 in total

1.  LRRC15+ myofibroblasts dictate the stromal setpoint to suppress tumour immunity.

Authors:  Akshay T Krishnamurty; Justin A Shyer; Minh Thai; Vineela Gandham; Matthew B Buechler; Yeqing Angela Yang; Rachana N Pradhan; Amber W Wang; Patricia L Sanchez; Yan Qu; Beatrice Breart; Cécile Chalouni; Debra Dunlap; James Ziai; Justin Elstrott; Neelie Zacharias; Weiguang Mao; Rebecca K Rowntree; Jack Sadowsky; Gail D Lewis; Thomas H Pillow; Barzin Y Nabet; Romain Banchereau; Lucinda Tam; Roger Caothien; Natasha Bacarro; Merone Roose-Girma; Zora Modrusan; Sanjeev Mariathasan; Sören Müller; Shannon J Turley
Journal:  Nature       Date:  2022-09-28       Impact factor: 69.504

2.  Spatiotemporal co-dependency between macrophages and exhausted CD8+ T cells in cancer.

Authors:  Kelly Kersten; Kenneth H Hu; Alexis J Combes; Bushra Samad; Tory Harwin; Arja Ray; Arjun Arkal Rao; En Cai; Kyle Marchuk; Jordan Artichoker; Tristan Courau; Quanming Shi; Julia Belk; Ansuman T Satpathy; Matthew F Krummel
Journal:  Cancer Cell       Date:  2022-05-26       Impact factor: 38.585

3.  Multifunctional Lipid Bilayer Nanocarriers for Cancer Immunotherapy in Heterogeneous Tumor Microenvironments, Combining Immunogenic Cell Death Stimuli with Immune Modulatory Drugs.

Authors:  André E Nel; Kuo-Ching Mei; Yu-Pei Liao; Xiangsheng Liu
Journal:  ACS Nano       Date:  2022-03-29       Impact factor: 18.027

4.  Holistic Characterization of Tumor Monocyte-to-Macrophage Differentiation Integrates Distinct Immune Phenotypes in Kidney Cancer.

Authors:  Adriana M Mujal; Alexis J Combes; Arjun A Rao; Mikhail Binnewies; Bushra Samad; Jessica Tsui; Alexandre Boissonnas; Joshua L Pollack; Rafael J Argüello; Maxwell V Meng; Sima P Porten; Megan K Ruhland; Kevin C Barry; Vincent Chan; Matthew F Krummel
Journal:  Cancer Immunol Res       Date:  2022-04-01       Impact factor: 12.020

5.  Identification of Immune Subtypes of Esophageal Adenocarcinoma to Predict Prognosis and Immunotherapy Response.

Authors:  Chen Ling; Xiuman Zhou; Yanfeng Gao; Xinghua Sui
Journal:  Pharmaceuticals (Basel)       Date:  2022-05-14

6.  Listening in on Multicellular Communication in Human Tissue Immunology.

Authors:  Julian J Albers; Karin Pelka
Journal:  Front Immunol       Date:  2022-05-13       Impact factor: 8.786

7.  From genes to modules, from cells to ecosystems.

Authors:  Tal Keidar Haran; Leeat Keren
Journal:  Mol Syst Biol       Date:  2022-05       Impact factor: 13.068

8.  Identification of the Immune Subtype of Hepatocellular Carcinoma for the Prediction of Disease-Free Survival Time and Prevention of Recurrence by Integrated Analysis of Bulk- and Single-Cell RNA Sequencing Data.

Authors:  Jie Fu; Xiaohua Lei
Journal:  Front Immunol       Date:  2022-06-06       Impact factor: 8.786

Review 9.  Macrophages as tools and targets in cancer therapy.

Authors:  Alberto Mantovani; Paola Allavena; Federica Marchesi; Cecilia Garlanda
Journal:  Nat Rev Drug Discov       Date:  2022-08-16       Impact factor: 112.288

  9 in total

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