Literature DB >> 28249895

Individualized Breast Cancer Characterization through Single-Cell Analysis of Tumor and Adjacent Normal Cells.

Manjushree Anjanappa1, Angelo Cardoso2, Lijun Cheng3, Safa Mohamad4, Andrea Gunawan2, Susan Rice2, Yan Dong3, Lang Li3,5, George E Sandusky6, Edward F Srour2,4, Harikrishna Nakshatri7,3,8,9.   

Abstract

There is a need to individualize assays for tumor molecular phenotyping, given variations in the differentiation status of tumor and normal tissues in different patients. To address this, we performed single-cell genomics of breast tumors and adjacent normal cells propagated for a short duration under growth conditions that enable epithelial reprogramming. Cells analyzed were either unselected for a specific subpopulation or phenotypically defined as undifferentiated and highly clonogenic ALDH+/CD49f+/EpCAM+ luminal progenitors, which express both basal cell and luminal cell-enriched genes. We analyzed 420 tumor cells and 284 adjacent normal cells for expression of 93 genes that included a PAM50-intrinsic subtype classifier and stemness-related genes. ALDH+/CD49f+/EpCAM+ tumor and normal cells clustered differently compared with unselected tumor and normal cells. PAM50 gene-set analyses of ALDH+/CD49f+/EpCAM+ populations efficiently identified major and minor clones of tumor cells, with the major clone resembling clinical parameters of the tumor. Similarly, a stemness-associated gene set identified clones with divergent stemness pathway activation within the same tumor. This refined expression profiling technique distinguished genes truly deregulated in cancer from genes that identify cellular precursors of tumors. Collectively, the assays presented here enable more precise identification of cancer-deregulated genes, allow for early identification of therapeutically targetable tumor cell subpopulations, and ultimately provide a refinement of precision therapeutics for cancer treatment. Cancer Res; 77(10); 2759-69. ©2017 AACR. ©2017 American Association for Cancer Research.

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Year:  2017        PMID: 28249895      PMCID: PMC5441682          DOI: 10.1158/0008-5472.CAN-16-3308

Source DB:  PubMed          Journal:  Cancer Res        ISSN: 0008-5472            Impact factor:   12.701


  37 in total

1.  Wnt signaling in breast organogenesis.

Authors:  Kata Boras-Granic; John J Wysolmerski
Journal:  Organogenesis       Date:  2008-04       Impact factor: 2.500

2.  Defining the cellular precursors to human breast cancer.

Authors:  Patricia J Keller; Lisa M Arendt; Adam Skibinski; Tanya Logvinenko; Ina Klebba; Shumin Dong; Avi E Smith; Aleix Prat; Charles M Perou; Hannah Gilmore; Stuart Schnitt; Stephen P Naber; Jonathan A Garlick; Charlotte Kuperwasser
Journal:  Proc Natl Acad Sci U S A       Date:  2011-09-21       Impact factor: 11.205

3.  Gene expression profiling predicts clinical outcome of breast cancer.

Authors:  Laura J van 't Veer; Hongyue Dai; Marc J van de Vijver; Yudong D He; Augustinus A M Hart; Mao Mao; Hans L Peterse; Karin van der Kooy; Matthew J Marton; Anke T Witteveen; George J Schreiber; Ron M Kerkhoven; Chris Roberts; Peter S Linsley; René Bernards; Stephen H Friend
Journal:  Nature       Date:  2002-01-31       Impact factor: 49.962

4.  Dynamics of genomic clones in breast cancer patient xenografts at single-cell resolution.

Authors:  Peter Eirew; Adi Steif; Jaswinder Khattra; Gavin Ha; Damian Yap; Hossein Farahani; Karen Gelmon; Stephen Chia; Colin Mar; Adrian Wan; Emma Laks; Justina Biele; Karey Shumansky; Jamie Rosner; Andrew McPherson; Cydney Nielsen; Andrew J L Roth; Calvin Lefebvre; Ali Bashashati; Camila de Souza; Celia Siu; Radhouane Aniba; Jazmine Brimhall; Arusha Oloumi; Tomo Osako; Alejandra Bruna; Jose L Sandoval; Teresa Algara; Wendy Greenwood; Kaston Leung; Hongwei Cheng; Hui Xue; Yuzhuo Wang; Dong Lin; Andrew J Mungall; Richard Moore; Yongjun Zhao; Julie Lorette; Long Nguyen; David Huntsman; Connie J Eaves; Carl Hansen; Marco A Marra; Carlos Caldas; Sohrab P Shah; Samuel Aparicio
Journal:  Nature       Date:  2014-11-26       Impact factor: 49.962

5.  Molecular distinctions between stasis and telomere attrition senescence barriers shown by long-term culture of normal human mammary epithelial cells.

Authors:  James C Garbe; Sanchita Bhattacharya; Batul Merchant; Ekaterina Bassett; Karen Swisshelm; Heidi S Feiler; Andrew J Wyrobek; Martha R Stampfer
Journal:  Cancer Res       Date:  2009-09-22       Impact factor: 12.701

6.  ALDH1 is a marker of normal and malignant human mammary stem cells and a predictor of poor clinical outcome.

Authors:  Christophe Ginestier; Min Hee Hur; Emmanuelle Charafe-Jauffret; Florence Monville; Julie Dutcher; Marty Brown; Jocelyne Jacquemier; Patrice Viens; Celina G Kleer; Suling Liu; Anne Schott; Dan Hayes; Daniel Birnbaum; Max S Wicha; Gabriela Dontu
Journal:  Cell Stem Cell       Date:  2007-11       Impact factor: 24.633

7.  Transformation of different human breast epithelial cell types leads to distinct tumor phenotypes.

Authors:  Tan A Ince; Andrea L Richardson; George W Bell; Maki Saitoh; Samuel Godar; Antoine E Karnoub; James D Iglehart; Robert A Weinberg
Journal:  Cancer Cell       Date:  2007-08       Impact factor: 31.743

8.  Mapping cellular hierarchy by single-cell analysis of the cell surface repertoire.

Authors:  Guoji Guo; Sidinh Luc; Eugenio Marco; Ta-Wei Lin; Cong Peng; Marc A Kerenyi; Semir Beyaz; Woojin Kim; Jian Xu; Partha Pratim Das; Tobias Neff; Keyong Zou; Guo-Cheng Yuan; Stuart H Orkin
Journal:  Cell Stem Cell       Date:  2013-09-12       Impact factor: 24.633

9.  Transcriptome and genome sequencing uncovers functional variation in humans.

Authors:  Tuuli Lappalainen; Michael Sammeth; Marc R Friedländer; Peter A C 't Hoen; Jean Monlong; Manuel A Rivas; Mar Gonzàlez-Porta; Natalja Kurbatova; Thasso Griebel; Pedro G Ferreira; Matthias Barann; Thomas Wieland; Liliana Greger; Maarten van Iterson; Jonas Almlöf; Paolo Ribeca; Irina Pulyakhina; Daniela Esser; Thomas Giger; Andrew Tikhonov; Marc Sultan; Gabrielle Bertier; Daniel G MacArthur; Monkol Lek; Esther Lizano; Henk P J Buermans; Ismael Padioleau; Thomas Schwarzmayr; Olof Karlberg; Halit Ongen; Helena Kilpinen; Sergi Beltran; Marta Gut; Katja Kahlem; Vyacheslav Amstislavskiy; Oliver Stegle; Matti Pirinen; Stephen B Montgomery; Peter Donnelly; Mark I McCarthy; Paul Flicek; Tim M Strom; Hans Lehrach; Stefan Schreiber; Ralf Sudbrak; Angel Carracedo; Stylianos E Antonarakis; Robert Häsler; Ann-Christine Syvänen; Gert-Jan van Ommen; Alvis Brazma; Thomas Meitinger; Philip Rosenstiel; Roderic Guigó; Ivo G Gut; Xavier Estivill; Emmanouil T Dermitzakis
Journal:  Nature       Date:  2013-09-15       Impact factor: 49.962

10.  Phenotypic and functional characterisation of the luminal cell hierarchy of the mammary gland.

Authors:  Mona Shehata; Andrew Teschendorff; Gemma Sharp; Nikola Novcic; I Alasdair Russell; Stefanie Avril; Michael Prater; Peter Eirew; Carlos Caldas; Christine J Watson; John Stingl
Journal:  Breast Cancer Res       Date:  2012-10-22       Impact factor: 6.466

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  10 in total

Review 1.  High-dimension single-cell analysis applied to cancer.

Authors:  Lili Wang; Kenneth J Livak; Catherine J Wu
Journal:  Mol Aspects Med       Date:  2017-08-30

Review 2.  Bivalent Epigenetic Control of Oncofetal Gene Expression in Cancer.

Authors:  Sayyed K Zaidi; Seth E Frietze; Jonathan A Gordon; Jessica L Heath; Terri Messier; Deli Hong; Joseph R Boyd; Mingu Kang; Anthony N Imbalzano; Jane B Lian; Janet L Stein; Gary S Stein
Journal:  Mol Cell Biol       Date:  2017-11-13       Impact factor: 4.272

3.  Dual TGFβ/BMP Pathway Inhibition Enables Expansion and Characterization of Multiple Epithelial Cell Types of the Normal and Cancerous Breast.

Authors:  Mayuri Prasad; Brijesh Kumar; Poornima Bhat-Nakshatri; Manjushree Anjanappa; George Sandusky; Kathy D Miller; Anna Maria Storniolo; Harikrishna Nakshatri
Journal:  Mol Cancer Res       Date:  2019-04-16       Impact factor: 5.852

4.  Comprehensive Analysis of the Expression and Prognostic Value of LMAN2 in HER2+ Breast Cancer.

Authors:  Di Zhang; Liping Ye; Shuang Hu; Qingqing Zhu; Chenxi Li; Chengming Zhu
Journal:  J Immunol Res       Date:  2022-06-06       Impact factor: 4.493

Review 5.  Single-Cell RNA-Seq Technologies and Computational Analysis Tools: Application in Cancer Research.

Authors:  Qianqian Song; Liang Liu
Journal:  Methods Mol Biol       Date:  2022

Review 6.  Microenvironmental Signals and Biochemical Information Processing: Cooperative Determinants of Intratumoral Plasticity and Heterogeneity.

Authors:  Alexander E Davies; John G Albeck
Journal:  Front Cell Dev Biol       Date:  2018-04-20

7.  A single-cell atlas of the healthy breast tissues reveals clinically relevant clusters of breast epithelial cells.

Authors:  Poornima Bhat-Nakshatri; Hongyu Gao; Liu Sheng; Patrick C McGuire; Xiaoling Xuei; Jun Wan; Yunlong Liu; Sandra K Althouse; Austyn Colter; George Sandusky; Anna Maria Storniolo; Harikrishna Nakshatri
Journal:  Cell Rep Med       Date:  2021-03-16

Review 8.  Comprehensive description of the current breast cancer microenvironment advancements via single-cell analysis.

Authors:  Xueqi Yan; Yinghong Xie; Fan Yang; Yijia Hua; Tianyu Zeng; Chunxiao Sun; Mengzhu Yang; Xiang Huang; Hao Wu; Ziyi Fu; Wei Li; Shiping Jiao; Yongmei Yin
Journal:  J Exp Clin Cancer Res       Date:  2021-04-27

Review 9.  Adipose Tissue-Derived Mesenchymal Stromal/Stem Cells, Obesity and the Tumor Microenvironment of Breast Cancer.

Authors:  Andreas Ritter; Nina-Naomi Kreis; Samira Catharina Hoock; Christine Solbach; Frank Louwen; Juping Yuan
Journal:  Cancers (Basel)       Date:  2022-08-12       Impact factor: 6.575

10.  Heterogeneity of Human Breast Stem and Progenitor Cells as Revealed by Transcriptional Profiling.

Authors:  Justin A Colacino; Ebrahim Azizi; Michael D Brooks; Ramdane Harouaka; Shamileh Fouladdel; Sean P McDermott; Michael Lee; David Hill; Julie Madden; Julie Boerner; Michele L Cote; Maureen A Sartor; Laura S Rozek; Max S Wicha
Journal:  Stem Cell Reports       Date:  2018-03-29       Impact factor: 7.765

  10 in total

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