Literature DB >> 29198524

Single-Cell Transcriptomic Analysis of Primary and Metastatic Tumor Ecosystems in Head and Neck Cancer.

Sidharth V Puram1, Itay Tirosh2, Anuraag S Parikh1, Anoop P Patel3, Keren Yizhak4, Shawn Gillespie4, Christopher Rodman5, Christina L Luo6, Edmund A Mroz7, Kevin S Emerick8, Daniel G Deschler8, Mark A Varvares8, Ravi Mylvaganam6, Orit Rozenblatt-Rosen5, James W Rocco7, William C Faquin6, Derrick T Lin9, Aviv Regev10, Bradley E Bernstein11.   

Abstract

The diverse malignant, stromal, and immune cells in tumors affect growth, metastasis, and response to therapy. We profiled transcriptomes of ∼6,000 single cells from 18 head and neck squamous cell carcinoma (HNSCC) patients, including five matched pairs of primary tumors and lymph node metastases. Stromal and immune cells had consistent expression programs across patients. Conversely, malignant cells varied within and between tumors in their expression of signatures related to cell cycle, stress, hypoxia, epithelial differentiation, and partial epithelial-to-mesenchymal transition (p-EMT). Cells expressing the p-EMT program spatially localized to the leading edge of primary tumors. By integrating single-cell transcriptomes with bulk expression profiles for hundreds of tumors, we refined HNSCC subtypes by their malignant and stromal composition and established p-EMT as an independent predictor of nodal metastasis, grade, and adverse pathologic features. Our results provide insight into the HNSCC ecosystem and define stromal interactions and a p-EMT program associated with metastasis.
Copyright © 2017 Elsevier Inc. All rights reserved.

Entities:  

Keywords:  epithelial-to-mesenchymal transition; head and neck squamous cell carcinoma; intra-tumoral heterogeneity; metastasis; scRNA-seq; single-cell RNA sequencing; tumor microenvironment

Mesh:

Year:  2017        PMID: 29198524      PMCID: PMC5878932          DOI: 10.1016/j.cell.2017.10.044

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


  51 in total

1.  Reference component analysis of single-cell transcriptomes elucidates cellular heterogeneity in human colorectal tumors.

Authors:  Huipeng Li; Elise T Courtois; Debarka Sengupta; Yuliana Tan; Kok Hao Chen; Jolene Jie Lin Goh; Say Li Kong; Clarinda Chua; Lim Kiat Hon; Wah Siew Tan; Mark Wong; Paul Jongjoon Choi; Lawrence J K Wee; Axel M Hillmer; Iain Beehuat Tan; Paul Robson; Shyam Prabhakar
Journal:  Nat Genet       Date:  2017-03-20       Impact factor: 38.330

2.  Single-cell RNA-seq highlights intratumoral heterogeneity in primary glioblastoma.

Authors:  Anoop P Patel; Itay Tirosh; John J Trombetta; Alex K Shalek; Shawn M Gillespie; Hiroaki Wakimoto; Daniel P Cahill; Brian V Nahed; William T Curry; Robert L Martuza; David N Louis; Orit Rozenblatt-Rosen; Mario L Suvà; Aviv Regev; Bradley E Bernstein
Journal:  Science       Date:  2014-06-12       Impact factor: 47.728

Review 3.  'Cancer associated fibroblasts'--more than meets the eye.

Authors:  Shalom Madar; Ido Goldstein; Varda Rotter
Journal:  Trends Mol Med       Date:  2013-06-13       Impact factor: 11.951

4.  A framework for variation discovery and genotyping using next-generation DNA sequencing data.

Authors:  Mark A DePristo; Eric Banks; Ryan Poplin; Kiran V Garimella; Jared R Maguire; Christopher Hartl; Anthony A Philippakis; Guillermo del Angel; Manuel A Rivas; Matt Hanna; Aaron McKenna; Tim J Fennell; Andrew M Kernytsky; Andrey Y Sivachenko; Kristian Cibulskis; Stacey B Gabriel; David Altshuler; Mark J Daly
Journal:  Nat Genet       Date:  2011-04-10       Impact factor: 38.330

5.  RSEM: accurate transcript quantification from RNA-Seq data with or without a reference genome.

Authors:  Bo Li; Colin N Dewey
Journal:  BMC Bioinformatics       Date:  2011-08-04       Impact factor: 3.307

6.  SCnorm: robust normalization of single-cell RNA-seq data.

Authors:  Rhonda Bacher; Li-Fang Chu; Ning Leng; Audrey P Gasch; James A Thomson; Ron M Stewart; Michael Newton; Christina Kendziorski
Journal:  Nat Methods       Date:  2017-04-17       Impact factor: 28.547

7.  The unfolded protein response governs integrity of the haematopoietic stem-cell pool during stress.

Authors:  Peter van Galen; Antonija Kreso; Nathan Mbong; David G Kent; Timothy Fitzmaurice; Joseph E Chambers; Stephanie Xie; Elisa Laurenti; Karin Hermans; Kolja Eppert; Stefan J Marciniak; Jane C Goodall; Anthony R Green; Bradly G Wouters; Erno Wienholds; John E Dick
Journal:  Nature       Date:  2014-04-28       Impact factor: 49.962

8.  LoFreq: a sequence-quality aware, ultra-sensitive variant caller for uncovering cell-population heterogeneity from high-throughput sequencing datasets.

Authors:  Andreas Wilm; Pauline Poh Kim Aw; Denis Bertrand; Grace Hui Ting Yeo; Swee Hoe Ong; Chang Hua Wong; Chiea Chuen Khor; Rosemary Petric; Martin Lloyd Hibberd; Niranjan Nagarajan
Journal:  Nucleic Acids Res       Date:  2012-10-12       Impact factor: 16.971

9.  Application of single-cell RNA sequencing in optimizing a combinatorial therapeutic strategy in metastatic renal cell carcinoma.

Authors:  Kyu-Tae Kim; Hye Won Lee; Hae-Ock Lee; Hye Jin Song; Da Eun Jeong; Sang Shin; Hyunho Kim; Yoojin Shin; Do-Hyun Nam; Byong Chang Jeong; David G Kirsch; Kyeung Min Joo; Woong-Yang Park
Journal:  Genome Biol       Date:  2016-04-29       Impact factor: 13.583

10.  Single-cell RNA sequencing identifies extracellular matrix gene expression by pancreatic circulating tumor cells.

Authors:  David T Ting; Ben S Wittner; Matteo Ligorio; Nicole Vincent Jordan; Ajay M Shah; David T Miyamoto; Nicola Aceto; Francesca Bersani; Brian W Brannigan; Kristina Xega; Jordan C Ciciliano; Huili Zhu; Olivia C MacKenzie; Julie Trautwein; Kshitij S Arora; Mohammad Shahid; Haley L Ellis; Na Qu; Nabeel Bardeesy; Miguel N Rivera; Vikram Deshpande; Cristina R Ferrone; Ravi Kapur; Sridhar Ramaswamy; Toshi Shioda; Mehmet Toner; Shyamala Maheswaran; Daniel A Haber
Journal:  Cell Rep       Date:  2014-09-18       Impact factor: 9.423

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  584 in total

1.  Cigarette Smoke Induces Metabolic Reprogramming of the Tumor Stroma in Head and Neck Squamous Cell Carcinoma.

Authors:  Marina Domingo-Vidal; Diana Whitaker-Menezes; Cristina Martos-Rus; Patrick Tassone; Christopher M Snyder; Madalina Tuluc; Nancy Philp; Joseph Curry; Ubaldo Martinez-Outschoorn
Journal:  Mol Cancer Res       Date:  2019-06-25       Impact factor: 5.852

Review 2.  Cancer Stem Cells: The Architects of the Tumor Ecosystem.

Authors:  Briana C Prager; Qi Xie; Shideng Bao; Jeremy N Rich
Journal:  Cell Stem Cell       Date:  2019-01-03       Impact factor: 24.633

Review 3.  Advancing Cancer Research and Medicine with Single-Cell Genomics.

Authors:  Bora Lim; Yiyun Lin; Nicholas Navin
Journal:  Cancer Cell       Date:  2020-04-13       Impact factor: 31.743

4.  Single-cell EMT-related transcriptional analysis revealed intra-cluster heterogeneity of tumor cell clusters in epithelial ovarian cancer ascites.

Authors:  Tongtong Kan; Wei Wang; Philip P Ip; Shengtao Zhou; Alice S Wong; Xin Wang; Mengsu Yang
Journal:  Oncogene       Date:  2020-04-13       Impact factor: 9.867

5.  Massively parallel single-cell chromatin landscapes of human immune cell development and intratumoral T cell exhaustion.

Authors:  Ansuman T Satpathy; Jeffrey M Granja; Kathryn E Yost; Yanyan Qi; Francesca Meschi; Geoffrey P McDermott; Brett N Olsen; Maxwell R Mumbach; Sarah E Pierce; M Ryan Corces; Preyas Shah; Jason C Bell; Darisha Jhutty; Corey M Nemec; Jean Wang; Li Wang; Yifeng Yin; Paul G Giresi; Anne Lynn S Chang; Grace X Y Zheng; William J Greenleaf; Howard Y Chang
Journal:  Nat Biotechnol       Date:  2019-08-02       Impact factor: 54.908

Review 6.  Tumour heterogeneity and metastasis at single-cell resolution.

Authors:  Devon A Lawson; Kai Kessenbrock; Ryan T Davis; Nicholas Pervolarakis; Zena Werb
Journal:  Nat Cell Biol       Date:  2018-11-26       Impact factor: 28.824

7.  LTMG: a novel statistical modeling of transcriptional expression states in single-cell RNA-Seq data.

Authors:  Changlin Wan; Wennan Chang; Yu Zhang; Fenil Shah; Xiaoyu Lu; Yong Zang; Anru Zhang; Sha Cao; Melissa L Fishel; Qin Ma; Chi Zhang
Journal:  Nucleic Acids Res       Date:  2019-10-10       Impact factor: 16.971

Review 8.  Harnessing Tumor Evolution to Circumvent Resistance.

Authors:  Katherine L Pogrebniak; Christina Curtis
Journal:  Trends Genet       Date:  2018-06-11       Impact factor: 11.639

Review 9.  Revolutionizing Cancer Immunology: The Power of Next-Generation Sequencing Technologies.

Authors:  Meromit Singer; Ana C Anderson
Journal:  Cancer Immunol Res       Date:  2019-02       Impact factor: 11.151

Review 10.  Not all cancers are created equal: Tissue specificity in cancer genes and pathways.

Authors:  Joy J Bianchi; Xin Zhao; Joseph C Mays; Teresa Davoli
Journal:  Curr Opin Cell Biol       Date:  2020-02-21       Impact factor: 8.382

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