Literature DB >> 27372732

High-throughput genomic profiling of tumor-infiltrating leukocytes.

Aaron M Newman1, Ash A Alizadeh2.   

Abstract

Tumors are complex ecosystems comprised of diverse cell types including malignant cells, mesenchymal cells, and tumor-infiltrating leukocytes (TILs). While TILs are well known to play important roles in many aspects of cancer biology, recent developments in immuno-oncology have spurred considerable interest in TILs, particularly in relation to their optimal engagement by emerging immunotherapies. Traditionally, the enumeration of TIL phenotypic diversity and composition in solid tumors has relied on resolving single cells by flow cytometry and immunohistochemical methods. However, advances in genome-wide technologies and computational methods are now allowing TILs to be profiled with increasingly high resolution and accuracy directly from RNA mixtures of bulk tumor samples. In this review, we highlight recent progress in the development of in silico tumor dissection methods, and illustrate examples of how these strategies can be applied to characterize TILs in human tumors to facilitate personalized cancer therapy.
Copyright © 2016 Elsevier Ltd. All rights reserved.

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Year:  2016        PMID: 27372732      PMCID: PMC6041255          DOI: 10.1016/j.coi.2016.06.006

Source DB:  PubMed          Journal:  Curr Opin Immunol        ISSN: 0952-7915            Impact factor:   7.486


  55 in total

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Journal:  Nat Biotechnol       Date:  2014-08-24       Impact factor: 54.908

2.  CellMix: a comprehensive toolbox for gene expression deconvolution.

Authors:  Renaud Gaujoux; Cathal Seoighe
Journal:  Bioinformatics       Date:  2013-07-03       Impact factor: 6.937

3.  The tumor microenvironment and Immunoscore are critical determinants of dissemination to distant metastasis.

Authors:  Bernhard Mlecnik; Gabriela Bindea; Amos Kirilovsky; Helen K Angell; Anna C Obenauf; Marie Tosolini; Sarah E Church; Pauline Maby; Angela Vasaturo; Mihaela Angelova; Tessa Fredriksen; Stéphanie Mauger; Maximilian Waldner; Anne Berger; Michael R Speicher; Franck Pagès; Viia Valge-Archer; Jérôme Galon
Journal:  Sci Transl Med       Date:  2016-02-24       Impact factor: 17.956

4.  The CD47-signal regulatory protein alpha (SIRPa) interaction is a therapeutic target for human solid tumors.

Authors:  Stephen B Willingham; Jens-Peter Volkmer; Andrew J Gentles; Debashis Sahoo; Piero Dalerba; Siddhartha S Mitra; Jian Wang; Humberto Contreras-Trujillo; Robin Martin; Justin D Cohen; Patricia Lovelace; Ferenc A Scheeren; Mark P Chao; Kipp Weiskopf; Chad Tang; Anne Kathrin Volkmer; Tejaswitha J Naik; Theresa A Storm; Adriane R Mosley; Badreddin Edris; Seraina M Schmid; Chris K Sun; Mei-Sze Chua; Oihana Murillo; Pradeep Rajendran; Adriel C Cha; Robert K Chin; Dongkyoon Kim; Maddalena Adorno; Tal Raveh; Diane Tseng; Siddhartha Jaiswal; Per Øyvind Enger; Gary K Steinberg; Gordon Li; Samuel K So; Ravindra Majeti; Griffith R Harsh; Matt van de Rijn; Nelson N H Teng; John B Sunwoo; Ash A Alizadeh; Michael F Clarke; Irving L Weissman
Journal:  Proc Natl Acad Sci U S A       Date:  2012-03-26       Impact factor: 11.205

5.  Multiplexed ion beam imaging of human breast tumors.

Authors:  Michael Angelo; Sean C Bendall; Rachel Finck; Matthew B Hale; Chuck Hitzman; Alexander D Borowsky; Richard M Levenson; John B Lowe; Scot D Liu; Shuchun Zhao; Yasodha Natkunam; Garry P Nolan
Journal:  Nat Med       Date:  2014-03-02       Impact factor: 53.440

Review 6.  Influence of tumour micro-environment heterogeneity on therapeutic response.

Authors:  Melissa R Junttila; Frederic J de Sauvage
Journal:  Nature       Date:  2013-09-19       Impact factor: 49.962

7.  Quantitative image analysis of cellular heterogeneity in breast tumors complements genomic profiling.

Authors:  Yinyin Yuan; Henrik Failmezger; Oscar M Rueda; H Raza Ali; Stefan Gräf; Suet-Feung Chin; Roland F Schwarz; Christina Curtis; Mark J Dunning; Helen Bardwell; Nicola Johnson; Sarah Doyle; Gulisa Turashvili; Elena Provenzano; Sam Aparicio; Carlos Caldas; Florian Markowetz
Journal:  Sci Transl Med       Date:  2012-10-24       Impact factor: 17.956

8.  Inferring tumour purity and stromal and immune cell admixture from expression data.

Authors:  Kosuke Yoshihara; Maria Shahmoradgoli; Emmanuel Martínez; Rahulsimham Vegesna; Hoon Kim; Wandaliz Torres-Garcia; Victor Treviño; Hui Shen; Peter W Laird; Douglas A Levine; Scott L Carter; Gad Getz; Katherine Stemke-Hale; Gordon B Mills; Roel G W Verhaak
Journal:  Nat Commun       Date:  2013       Impact factor: 14.919

9.  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

10.  Biomarker discovery in heterogeneous tissue samples -taking the in-silico deconfounding approach.

Authors:  Dirk Repsilber; Sabine Kern; Anna Telaar; Gerhard Walzl; Gillian F Black; Joachim Selbig; Shreemanta K Parida; Stefan H E Kaufmann; Marc Jacobsen
Journal:  BMC Bioinformatics       Date:  2010-01-14       Impact factor: 3.169

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  15 in total

1.  Assessment of tumor-infiltrating TCRVγ9Vδ2 γδ lymphocyte abundance by deconvolution of human cancers microarrays.

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Journal:  Oncoimmunology       Date:  2017-02-06       Impact factor: 8.110

Review 2.  Computational approaches for characterizing the tumor immune microenvironment.

Authors:  Candace C Liu; Chloé B Steen; Aaron M Newman
Journal:  Immunology       Date:  2019-10       Impact factor: 7.397

3.  Profiling Cell Type Abundance and Expression in Bulk Tissues with CIBERSORTx.

Authors:  Chloé B Steen; Chih Long Liu; Ash A Alizadeh; Aaron M Newman
Journal:  Methods Mol Biol       Date:  2020

4.  Profiling Tumor Infiltrating Immune Cells with CIBERSORT.

Authors:  Binbin Chen; Michael S Khodadoust; Chih Long Liu; Aaron M Newman; Ash A Alizadeh
Journal:  Methods Mol Biol       Date:  2018

5.  Underexpression of Specific Interferon Genes Is Associated with Poor Prognosis of Melanoma.

Authors:  Aamir Zainulabadeen; Philip Yao; Habil Zare
Journal:  PLoS One       Date:  2017-01-23       Impact factor: 3.240

6.  Estimation of immune cell content in tumour tissue using single-cell RNA-seq data.

Authors:  Max Schelker; Sonia Feau; Jinyan Du; Nav Ranu; Edda Klipp; Gavin MacBeath; Birgit Schoeberl; Andreas Raue
Journal:  Nat Commun       Date:  2017-12-11       Impact factor: 14.919

7.  xCell: digitally portraying the tissue cellular heterogeneity landscape.

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Journal:  Genome Biol       Date:  2017-11-15       Impact factor: 13.583

Review 8.  Digitally deconvolving the tumor microenvironment.

Authors:  Dvir Aran; Atul J Butte
Journal:  Genome Biol       Date:  2016-08-22       Impact factor: 13.583

9.  Data normalization considerations for digital tumor dissection.

Authors:  Aaron M Newman; Andrew J Gentles; Chih Long Liu; Maximilian Diehn; Ash A Alizadeh
Journal:  Genome Biol       Date:  2017-07-05       Impact factor: 13.583

Review 10.  Circadian regulation of cancer cell and tumor microenvironment crosstalk.

Authors:  Wenjing Xuan; Fatima Khan; Charles David James; Amy B Heimberger; Maciej S Lesniak; Peiwen Chen
Journal:  Trends Cell Biol       Date:  2021-07-13       Impact factor: 20.808

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