Literature DB >> 27729552

Impaired coordination between signaling pathways is revealed in human colorectal cancer using single-cell mass cytometry of archival tissue blocks.

Alan J Simmons1, Cherié R Scurrah1, Eliot T McKinley2, Charles A Herring3, Jonathan M Irish4, M Kay Washington5, Robert J Coffey6, Ken S Lau7.   

Abstract

Cellular heterogeneity poses a substantial challenge to understanding tissue-level phenotypes and confounds conventional bulk analyses. To analyze signaling at the single-cell level in human tissues, we applied mass cytometry using cytometry time of flight to formalin-fixed, paraffin-embedded (FFPE) normal and diseased intestinal specimens. This technique, called FFPE-DISSECT (disaggregation for intracellular signaling in single epithelial cells from tissue), is a single-cell approach to characterizing signaling states in embedded tissue samples. We applied FFPE-DISSECT coupled to mass cytometry and found differential signaling by tumor necrosis factor-α in intestinal enterocytes, goblet cells, and enteroendocrine cells, implicating the downstream RAS-RAF-MEK pathway in determining goblet cell identity. Application of this technique and computational analyses to human colon specimens confirmed the reduced differentiation in colorectal cancer (CRC) compared to normal colon and revealed increased intratissue and intertissue heterogeneity in CRC with quantitative changes in the regulation of signaling pathways. Specifically, coregulation of the kinases p38 and ERK, the translation regulator 4EBP1, and the transcription factor CREB in proliferating normal colon cells was lost in CRC. Our data suggest that this single-cell approach, applied in conjunction with genomic annotation, enables the rapid and detailed characterization of cellular heterogeneity from clinical repositories of embedded human tissues. This technique can be used to derive cellular landscapes from archived patient samples (beyond CRC) and as a high-resolution tool for disease characterization and subtyping.
Copyright © 2016, American Association for the Advancement of Science.

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Year:  2016        PMID: 27729552      PMCID: PMC5111815          DOI: 10.1126/scisignal.aah4413

Source DB:  PubMed          Journal:  Sci Signal        ISSN: 1945-0877            Impact factor:   8.192


  77 in total

1.  Mutant KRAS promotes hyperplasia and alters differentiation in the colon epithelium but does not expand the presumptive stem cell pool.

Authors:  Ying Feng; Guido T Bommer; Jenny Zhao; Maranne Green; Evan Sands; Yali Zhai; Kelly Brown; Aaron Burberry; Kathleen R Cho; Eric R Fearon
Journal:  Gastroenterology       Date:  2011-05-18       Impact factor: 22.682

2.  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

3.  Mutation analysis of the BRAF, ARAF and RAF-1 genes in human colorectal adenocarcinomas.

Authors:  Karin Fransén; Maria Klintenäs; Anna Osterström; Jan Dimberg; Hans-Jürg Monstein; Peter Söderkvist
Journal:  Carcinogenesis       Date:  2003-12-19       Impact factor: 4.944

4.  Highly multiplexed single-cell analysis of formalin-fixed, paraffin-embedded cancer tissue.

Authors:  Michael J Gerdes; Christopher J Sevinsky; Anup Sood; Sudeshna Adak; Musodiq O Bello; Alexander Bordwell; Ali Can; Alex Corwin; Sean Dinn; Robert J Filkins; Denise Hollman; Vidya Kamath; Sireesha Kaanumalle; Kevin Kenny; Melinda Larsen; Michael Lazare; Qing Li; Christina Lowes; Colin C McCulloch; Elizabeth McDonough; Michael C Montalto; Zhengyu Pang; Jens Rittscher; Alberto Santamaria-Pang; Brion D Sarachan; Maximilian L Seel; Antti Seppo; Kashan Shaikh; Yunxia Sui; Jingyu Zhang; Fiona Ginty
Journal:  Proc Natl Acad Sci U S A       Date:  2013-07-01       Impact factor: 11.205

5.  Characterizing Phenotypes and Signaling Networks of Single Human Cells by Mass Cytometry.

Authors:  Nalin Leelatian; Kirsten E Diggins; Jonathan M Irish
Journal:  Methods Mol Biol       Date:  2015

6.  Phenotypic characterization of human colorectal cancer stem cells.

Authors:  Piero Dalerba; Scott J Dylla; In-Kyung Park; Rui Liu; Xinhao Wang; Robert W Cho; Timothy Hoey; Austin Gurney; Emina H Huang; Diane M Simeone; Andrew A Shelton; Giorgio Parmiani; Chiara Castelli; Michael F Clarke
Journal:  Proc Natl Acad Sci U S A       Date:  2007-06-04       Impact factor: 11.205

7.  Automated Analysis and Classification of Histological Tissue Features by Multi-Dimensional Microscopic Molecular Profiling.

Authors:  Daniel P Riordan; Sushama Varma; Robert B West; Patrick O Brown
Journal:  PLoS One       Date:  2015-07-15       Impact factor: 3.240

8.  A minimally invasive method for retrieving single adherent cells of different types from cultures.

Authors:  Jia Zeng; Aida Mohammadreza; Weimin Gao; Saeed Merza; Dean Smith; Laimonas Kelbauskas; Deirdre R Meldrum
Journal:  Sci Rep       Date:  2014-06-24       Impact factor: 4.379

9.  Cytometry-based single-cell analysis of intact epithelial signaling reveals MAPK activation divergent from TNF-α-induced apoptosis in vivo.

Authors:  Alan J Simmons; Amrita Banerjee; Eliot T McKinley; Cherie' R Scurrah; Charles A Herring; Leslie S Gewin; Ryota Masuzaki; Seth J Karp; Jeffrey L Franklin; Michael J Gerdes; Jonathan M Irish; Robert J Coffey; Ken S Lau
Journal:  Mol Syst Biol       Date:  2015-10-30       Impact factor: 11.429

10.  Microsatellite instability and BRAF mutation testing in colorectal cancer prognostication.

Authors:  Paul Lochhead; Aya Kuchiba; Yu Imamura; Xiaoyun Liao; Mai Yamauchi; Reiko Nishihara; Zhi Rong Qian; Teppei Morikawa; Jeanne Shen; Jeffrey A Meyerhardt; Charles S Fuchs; Shuji Ogino
Journal:  J Natl Cancer Inst       Date:  2013-07-22       Impact factor: 13.506

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  10 in total

1.  Deciphering tumor heterogeneity from FFPE tissues: Its promise and challenges.

Authors:  Alan J Simmons; Ken S Lau
Journal:  Mol Cell Oncol       Date:  2016-11-18

2.  Phospho Flow Cytometry with Fluorescent Cell Barcoding for Single Cell Signaling Analysis and Biomarker Discovery.

Authors:  Sigrid S Skånland
Journal:  J Vis Exp       Date:  2018-10-04       Impact factor: 1.355

3.  Single-Cell Mass Cytometry of Archived Human Epithelial Tissue for Decoding Cancer Signaling Pathways.

Authors:  Cherie' R Scurrah; Alan J Simmons; Ken S Lau
Journal:  Methods Mol Biol       Date:  2019

4.  Novel kidney dissociation protocol and image-based flow cytometry facilitate improved analysis of injured proximal tubules.

Authors:  Marika Manolopoulou; Brittany K Matlock; Stellor Nlandu-Khodo; Alan J Simmons; Ken S Lau; Melanie Phillips-Mignemi; Alla Ivanova; Catherine E Alford; David K Flaherty; Leslie S Gewin
Journal:  Am J Physiol Renal Physiol       Date:  2019-02-13

Review 5.  Beyond the message: advantages of snapshot proteomics with single-cell mass cytometry in solid tumors.

Authors:  Akshitkumar M Mistry; Allison R Greenplate; Rebecca A Ihrie; Jonathan M Irish
Journal:  FEBS J       Date:  2019-01-07       Impact factor: 5.542

6.  Unsupervised Trajectory Analysis of Single-Cell RNA-Seq and Imaging Data Reveals Alternative Tuft Cell Origins in the Gut.

Authors:  Charles A Herring; Amrita Banerjee; Eliot T McKinley; Alan J Simmons; Jie Ping; Joseph T Roland; Jeffrey L Franklin; Qi Liu; Michael J Gerdes; Robert J Coffey; Ken S Lau
Journal:  Cell Syst       Date:  2017-11-15       Impact factor: 10.304

7.  Optimized multiplex immunofluorescence single-cell analysis reveals tuft cell heterogeneity.

Authors:  Eliot T McKinley; Yunxia Sui; Yousef Al-Kofahi; Bryan A Millis; Matthew J Tyska; Joseph T Roland; Alberto Santamaria-Pang; Christina L Ohland; Christian Jobin; Jeffrey L Franklin; Ken S Lau; Michael J Gerdes; Robert J Coffey
Journal:  JCI Insight       Date:  2017-06-02

8.  Genome-wide cancer-specific chromatin accessibility patterns derived from archival processed xenograft tumors.

Authors:  Shelsa S Marcel; Austin L Quimby; Melodie P Noel; Oscar C Jaimes; Marjan Mehrab-Mohseni; Suud A Ashur; Brian Velasco; James K Tsuruta; Sandeep K Kasoji; Charlene M Santos; Paul A Dayton; Joel S Parker; Ian J Davis; Samantha G Pattenden
Journal:  Genome Res       Date:  2021-11-23       Impact factor: 9.438

Review 9.  Single-Cell Computational Strategies for Lineage Reconstruction in Tissue Systems.

Authors:  Charles A Herring; Bob Chen; Eliot T McKinley; Ken S Lau
Journal:  Cell Mol Gastroenterol Hepatol       Date:  2018-02-13

10.  Quantitative assessment of cell population diversity in single-cell landscapes.

Authors:  Qi Liu; Charles A Herring; Quanhu Sheng; Jie Ping; Alan J Simmons; Bob Chen; Amrita Banerjee; Wei Li; Guoqiang Gu; Robert J Coffey; Yu Shyr; Ken S Lau
Journal:  PLoS Biol       Date:  2018-10-22       Impact factor: 9.593

  10 in total

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