Literature DB >> 27172895

High Intratumoral Stromal Content Defines Reactive Breast Cancer as a Low-risk Breast Cancer Subtype.

Jennifer B Dennison1, Maria Shahmoradgoli1, Wenbin Liu2, Zhenlin Ju2, Funda Meric-Bernstam3, Charles M Perou4, Aysegul A Sahin5, Alana Welm6, Steffi Oesterreich7, Matthew J Sikora7, Robert E Brown8, Gordon B Mills9.   

Abstract

PURPOSE: The current study evaluated associative effects of breast cancer cells with the tumor microenvironment and its influence on tumor behavior. EXPERIMENTAL
DESIGN: Formalin-fixed, paraffin-embedded tissue and matched protein lysates were evaluated from two independent breast cancer patient datasets (TCGA and MD Anderson). Reverse-phase protein arrays (RPPA) were utilized to create a proteomics signature to define breast tumor subtypes. Expression patterns of cell lines and normal breast tissues were utilized to determine markers that were differentially expressed in stroma and cancer cells. Protein localization and stromal contents were evaluated for matched cases by imaging.
RESULTS: A subtype of breast cancers designated "Reactive," previously identified by RPPA that was not predicted by mRNA profiling, was extensively characterized. These tumors were primarily estrogen receptor (ER)-positive/human EGF receptor (HER)2-negative, low-risk cancers as determined by enrichment of low-grade nuclei, lobular or tubular histopathology, and the luminal A subtype by PAM50. Reactive breast cancers contained high numbers of stromal cells and the highest extracellular matrix content typically without infiltration of immune cells. For ER-positive/HER2-negative cancers, the Reactive classification predicted favorable clinical outcomes in the TCGA cohort (HR, 0.36; P < 0.05).
CONCLUSIONS: A protein stromal signature in breast cancers is associated with a highly differentiated phenotype. The stromal compartment content and proteins are an extended phenotype not predicted by mRNA expression that could be utilized to subclassify ER-positive/HER2-negative breast cancers. Clin Cancer Res; 22(20); 5068-78. ©2016 AACR. ©2016 American Association for Cancer Research.

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Year:  2016        PMID: 27172895      PMCID: PMC5103285          DOI: 10.1158/1078-0432.CCR-16-0171

Source DB:  PubMed          Journal:  Clin Cancer Res        ISSN: 1078-0432            Impact factor:   12.531


  26 in total

1.  Systematic analysis of breast cancer morphology uncovers stromal features associated with survival.

Authors:  Andrew H Beck; Ankur R Sangoi; Samuel Leung; Robert J Marinelli; Torsten O Nielsen; Marc J van de Vijver; Robert B West; Matt van de Rijn; Daphne Koller
Journal:  Sci Transl Med       Date:  2011-11-09       Impact factor: 17.956

2.  Tumor-infiltrating lymphocytes are correlated with response to neoadjuvant chemotherapy in triple-negative breast cancer.

Authors:  Makiko Ono; Hitoshi Tsuda; Chikako Shimizu; Sohei Yamamoto; Tatsuhiro Shibata; Harukaze Yamamoto; Taizo Hirata; Kan Yonemori; Masashi Ando; Kenji Tamura; Noriyuki Katsumata; Takayuki Kinoshita; Yuichi Takiguchi; Hideki Tanzawa; Yasuhiro Fujiwara
Journal:  Breast Cancer Res Treat       Date:  2011-05-12       Impact factor: 4.872

3.  Fibrous stroma is associated with poorer prognosis in lung squamous cell carcinoma patients.

Authors:  Yusuke Takahashi; Genichiro Ishii; Tetsuhiko Taira; Satoshi Fujii; Shinya Yanagi; Tomoyuki Hishida; Junji Yoshida; Mitsuyo Nishimura; Hiroaki Nomori; Kanji Nagai; Atsushi Ochiai
Journal:  J Thorac Oncol       Date:  2011-09       Impact factor: 15.609

4.  Benign breast tissue composition in breast cancer patients: association with risk factors, clinical variables, and gene expression.

Authors:  Xuezheng Sun; Rupninder Sandhu; Jonine D Figueroa; Gretchen L Gierach; Mark E Sherman; Melissa A Troester
Journal:  Cancer Epidemiol Biomarkers Prev       Date:  2014-09-23       Impact factor: 4.254

5.  Extracellular matrix signature identifies breast cancer subgroups with different clinical outcome.

Authors:  A Bergamaschi; E Tagliabue; T Sørlie; B Naume; T Triulzi; R Orlandi; H G Russnes; J M Nesland; R Tammi; P Auvinen; V-M Kosma; S Ménard; A-L Børresen-Dale
Journal:  J Pathol       Date:  2008-02       Impact factor: 7.996

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Authors:  Wei Huang; Kenneth Hennrick; Sally Drew
Journal:  Hum Pathol       Date:  2012-08-31       Impact factor: 3.466

7.  Colon cancer molecular subtypes identified by expression profiling and associated to stroma, mucinous type and different clinical behavior.

Authors:  Beatriz Perez-Villamil; Alejandro Romera-Lopez; Susana Hernandez-Prieto; Guillermo Lopez-Campos; Antonio Calles; Jose-Antonio Lopez-Asenjo; Julian Sanz-Ortega; Cristina Fernandez-Perez; Javier Sastre; Rosario Alfonso; Trinidad Caldes; Fernando Martin-Sanchez; Eduardo Diaz-Rubio
Journal:  BMC Cancer       Date:  2012-06-19       Impact factor: 4.430

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.  The prognostic significance of tumour-stroma ratio in oestrogen receptor-positive breast cancer.

Authors:  C L Downey; S A Simpkins; J White; D L Holliday; J L Jones; L B Jordan; J Kulka; S Pollock; S S Rajan; H H Thygesen; A M Hanby; V Speirs
Journal:  Br J Cancer       Date:  2014-02-18       Impact factor: 7.640

10.  A pan-cancer proteomic perspective on The Cancer Genome Atlas.

Authors:  Rehan Akbani; Patrick Kwok Shing Ng; Henrica M J Werner; Maria Shahmoradgoli; Fan Zhang; Zhenlin Ju; Wenbin Liu; Ji-Yeon Yang; Kosuke Yoshihara; Jun Li; Shiyun Ling; Elena G Seviour; Prahlad T Ram; John D Minna; Lixia Diao; Pan Tong; John V Heymach; Steven M Hill; Frank Dondelinger; Nicolas Städler; Lauren A Byers; Funda Meric-Bernstam; John N Weinstein; Bradley M Broom; Roeland G W Verhaak; Han Liang; Sach Mukherjee; Yiling Lu; Gordon B Mills
Journal:  Nat Commun       Date:  2014-05-29       Impact factor: 14.919

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  16 in total

1.  Proteomic Features of Colorectal Cancer Identify Tumor Subtypes Independent of Oncogenic Mutations and Independently Predict Relapse-Free Survival.

Authors:  Callisia N Clarke; Michael S Lee; Wei Wei; Ganiraju Manyam; Zhi-Qin Jiang; Yiling Lu; Jeffrey Morris; Bradley Broom; David Menter; Eduardo Vilar-Sanchez; Kanwal Raghav; Cathy Eng; George J Chang; Iris Simon; Rene Bernards; Michael Overman; Gordon B Mills; Dipen Maru; Scott Kopetz
Journal:  Ann Surg Oncol       Date:  2017-09-21       Impact factor: 5.344

2.  Comprehensive Molecular Characterization of Muscle-Invasive Bladder Cancer.

Authors:  A Gordon Robertson; Jaegil Kim; Hikmat Al-Ahmadie; Joaquim Bellmunt; Guangwu Guo; Andrew D Cherniack; Toshinori Hinoue; Peter W Laird; Katherine A Hoadley; Rehan Akbani; Mauro A A Castro; Ewan A Gibb; Rupa S Kanchi; Dmitry A Gordenin; Sachet A Shukla; Francisco Sanchez-Vega; Donna E Hansel; Bogdan A Czerniak; Victor E Reuter; Xiaoping Su; Benilton de Sa Carvalho; Vinicius S Chagas; Karen L Mungall; Sara Sadeghi; Chandra Sekhar Pedamallu; Yiling Lu; Leszek J Klimczak; Jiexin Zhang; Caleb Choo; Akinyemi I Ojesina; Susan Bullman; Kristen M Leraas; Tara M Lichtenberg; Catherine J Wu; Nicholaus Schultz; Gad Getz; Matthew Meyerson; Gordon B Mills; David J McConkey; John N Weinstein; David J Kwiatkowski; Seth P Lerner
Journal:  Cell       Date:  2017-10-05       Impact factor: 41.582

3.  Integrative clustering reveals a novel split in the luminal A subtype of breast cancer with impact on outcome.

Authors:  Miriam Ragle Aure; Valeria Vitelli; Sandra Jernström; Surendra Kumar; Marit Krohn; Eldri U Due; Tonje Husby Haukaas; Suvi-Katri Leivonen; Hans Kristian Moen Vollan; Torben Lüders; Einar Rødland; Charles J Vaske; Wei Zhao; Elen K Møller; Silje Nord; Guro F Giskeødegård; Tone Frost Bathen; Carlos Caldas; Trine Tramm; Jan Alsner; Jens Overgaard; Jürgen Geisler; Ida R K Bukholm; Bjørn Naume; Ellen Schlichting; Torill Sauer; Gordon B Mills; Rolf Kåresen; Gunhild M Mælandsmo; Ole Christian Lingjærde; Arnoldo Frigessi; Vessela N Kristensen; Anne-Lise Børresen-Dale; Kristine K Sahlberg
Journal:  Breast Cancer Res       Date:  2017-03-29       Impact factor: 6.466

4.  Personalized regression enables sample-specific pan-cancer analysis.

Authors:  Benjamin J Lengerich; Bryon Aragam; Eric P Xing
Journal:  Bioinformatics       Date:  2018-07-01       Impact factor: 6.937

5.  Breast cancer quantitative proteome and proteogenomic landscape.

Authors:  Henrik J Johansson; Fabio Socciarelli; Nathaniel M Vacanti; Mads H Haugen; Yafeng Zhu; Ioannis Siavelis; Alejandro Fernandez-Woodbridge; Miriam R Aure; Bengt Sennblad; Mattias Vesterlund; Rui M Branca; Lukas M Orre; Mikael Huss; Erik Fredlund; Elsa Beraki; Øystein Garred; Jorrit Boekel; Torill Sauer; Wei Zhao; Silje Nord; Elen K Höglander; Daniel C Jans; Hjalmar Brismar; Tonje H Haukaas; Tone F Bathen; Ellen Schlichting; Bjørn Naume; Torben Luders; Elin Borgen; Vessela N Kristensen; Hege G Russnes; Ole Christian Lingjærde; Gordon B Mills; Kristine K Sahlberg; Anne-Lise Børresen-Dale; Janne Lehtiö
Journal:  Nat Commun       Date:  2019-04-08       Impact factor: 14.919

6.  Prognostic and functional role of subtype-specific tumor-stroma interaction in breast cancer.

Authors:  Giuseppe Merlino; Patrizia Miodini; Maurizio Callari; Francesca D'Aiuto; Vera Cappelletti; Maria Grazia Daidone
Journal:  Mol Oncol       Date:  2017-08-22       Impact factor: 6.603

7.  Cdh1 and Pik3ca Mutations Cooperate to Induce Immune-Related Invasive Lobular Carcinoma of the Breast.

Authors:  Yeji An; Jessica R Adams; Daniel P Hollern; Anthony Zhao; Stephen G Chang; Miki S Gams; Philip E D Chung; Xiaping He; Rhea Jangra; Juhi S Shah; Joanna Yang; Lauren A Beck; Nandini Raghuram; Katelyn J Kozma; Amanda J Loch; Wei Wang; Cheng Fan; Susan J Done; Eldad Zacksenhaus; Cynthia J Guidos; Charles M Perou; Sean E Egan
Journal:  Cell Rep       Date:  2018-10-16       Impact factor: 9.423

8.  ColXα1 is a stromal component that colocalizes with elastin in the breast tumor extracellular matrix.

Authors:  Yihong Wang; Shaolei Lu; Jinjun Xiong; Kamaljeet Singh; Yiang Hui; Chaohui Zhao; Alexander S Brodsky; Dongfang Yang; Grant Jolly; Madhu Ouseph; Christoph Schorl; Ronald A DeLellis; Murray B Resnick
Journal:  J Pathol Clin Res       Date:  2018-11-01

9.  Immune and Stroma Related Genes in Breast Cancer: A Comprehensive Analysis of Tumor Microenvironment Based on the Cancer Genome Atlas (TCGA) Database.

Authors:  Ming Xu; Yu Li; Wenhui Li; Qiuyang Zhao; Qiulei Zhang; Kehao Le; Ziwei Huang; Pengfei Yi
Journal:  Front Med (Lausanne)       Date:  2020-03-05

10.  Alterations in Immune-Related Genes as Potential Marker of Prognosis in Breast Cancer.

Authors:  Bei Li; Rongxin Geng; Qi Wu; Qian Yang; Si Sun; Shan Zhu; Zhiliang Xu; Shengrong Sun
Journal:  Front Oncol       Date:  2020-03-12       Impact factor: 6.244

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