Literature DB >> 21875943

An iron regulatory gene signature predicts outcome in breast cancer.

Lance D Miller1, Lan G Coffman, Jeff W Chou, Michael A Black, Jonas Bergh, Ralph D'Agostino, Suzy V Torti, Frank M Torti.   

Abstract

Changes in iron regulation characterize the malignant state. However, the pathways that effect these changes and their specific impact on prognosis remain poorly understood. We capitalized on publicly available microarray datasets comprising 674 breast cancer cases to systematically investigate how expression of genes related to iron metabolism is linked to breast cancer prognosis. Of 61 genes involved in iron regulation, 49% were statistically significantly associated with distant metastasis-free survival. Cases were divided into test and training cohorts, and the supervised principal component method was used to stratify cases into risk groups. Optimal risk stratification was achieved with a model comprising 16 genes, which we term the iron regulatory gene signature (IRGS). Multivariable analysis revealed that the IRGS contributes information not captured by conventional prognostic indicators (HR = 1.61; 95% confidence interval: 1.16-2.24; P = 0.004). The IRGS successfully stratified homogeneously treated patients, including ER+ patients treated with tamoxifen monotherapy, both with (P = 0.006) and without (P = 0.03) lymph node metastases. To test whether multiple pathways were embedded within the IRGS, we evaluated the performance of two gene dyads with known roles in iron biology in ER+ patients treated with tamoxifen monotherapy (n = 371). For both dyads, gene combinations that minimized intracellular iron content [anti-import: TFRC(Low)/HFE(High); or pro-export: SLC40A1 (ferroportin)(High)/HAMP(Low)] were associated with favorable prognosis (P < 0.005). Although the clinical utility of the IRGS will require further evaluation, its ability to both identify high-risk patients within traditionally low-risk groups and low-risk patients within high-risk groups has the potential to affect therapeutic decision making. ©2011 AACR.

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Year:  2011        PMID: 21875943      PMCID: PMC3206152          DOI: 10.1158/0008-5472.CAN-11-1870

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


  35 in total

1.  Ferroportin and iron regulation in breast cancer progression and prognosis.

Authors:  Zandra K Pinnix; Lance D Miller; Wei Wang; Ralph D'Agostino; Tim Kute; Mark C Willingham; Heather Hatcher; Lia Tesfay; Guangchao Sui; Xiumin Di; Suzy V Torti; Frank M Torti
Journal:  Sci Transl Med       Date:  2010-08-04       Impact factor: 17.956

Review 2.  Ironing out cancer.

Authors:  Suzy V Torti; Frank M Torti
Journal:  Cancer Res       Date:  2011-03-01       Impact factor: 12.701

3.  The hereditary hemochromatosis protein, HFE, specifically regulates transferrin-mediated iron uptake in HeLa cells.

Authors:  C N Roy; D M Penny; J N Feder; C A Enns
Journal:  J Biol Chem       Date:  1999-03-26       Impact factor: 5.157

4.  Visualizing head and neck tumors in vivo using near-infrared fluorescent transferrin conjugate.

Authors:  Liang Shan; Yubin Hao; Songping Wang; Alexandru Korotcov; Renshu Zhang; Tongxin Wang; Joseph Califano; Xinbin Gu; Rajagopalan Sridhar; Zaver M Bhujwalla; Paul C Wang
Journal:  Mol Imaging       Date:  2008 Jan-Feb       Impact factor: 4.488

5.  Iron enhances tumor growth. Observation on spontaneous mammary tumors in mice.

Authors:  H W Hann; M W Stahlhut; H Menduke
Journal:  Cancer       Date:  1991-12-01       Impact factor: 6.860

6.  Young age at diagnosis correlates with worse prognosis and defines a subset of breast cancers with shared patterns of gene expression.

Authors:  Carey K Anders; David S Hsu; Gloria Broadwater; Chaitanya R Acharya; John A Foekens; Yi Zhang; Yixin Wang; P Kelly Marcom; Jeffrey R Marks; Phillip G Febbo; Joseph R Nevins; Anil Potti; Kimberly L Blackwell
Journal:  J Clin Oncol       Date:  2008-07-10       Impact factor: 44.544

7.  Supervised risk predictor of breast cancer based on intrinsic subtypes.

Authors:  Joel S Parker; Michael Mullins; Maggie C U Cheang; Samuel Leung; David Voduc; Tammi Vickery; Sherri Davies; Christiane Fauron; Xiaping He; Zhiyuan Hu; John F Quackenbush; Inge J Stijleman; Juan Palazzo; J S Marron; Andrew B Nobel; Elaine Mardis; Torsten O Nielsen; Matthew J Ellis; Charles M Perou; Philip S Bernard
Journal:  J Clin Oncol       Date:  2009-02-09       Impact factor: 44.544

8.  The dynamic morphology of the transferrin-transferrin receptor system in human leukaemia/lymphoma cell lines and its relation to iron metabolism and cell proliferation.

Authors:  K Forsbeck; K Nilsson
Journal:  Scand J Haematol       Date:  1985-08

9.  Iron nutrition and tumor growth: decreased tumor growth in iron-deficient mice.

Authors:  H W Hann; M W Stahlhut; B S Blumberg
Journal:  Cancer Res       Date:  1988-08-01       Impact factor: 12.701

10.  Semi-supervised methods to predict patient survival from gene expression data.

Authors:  Eric Bair; Robert Tibshirani
Journal:  PLoS Biol       Date:  2004-04-13       Impact factor: 8.029

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  87 in total

1.  Candidate early detection protein biomarkers for ER+/PR+ invasive ductal breast carcinoma identified using pre-clinical plasma from the WHI observational study.

Authors:  Matthew F Buas; Jung-hyun Rho; Xiaoyu Chai; Yuzheng Zhang; Paul D Lampe; Christopher I Li
Journal:  Breast Cancer Res Treat       Date:  2015-08-30       Impact factor: 4.872

2.  The regulation of SOX7 and its tumor suppressive role in breast cancer.

Authors:  Daniel B Stovall; Meimei Wan; Lance D Miller; Paul Cao; Dejan Maglic; Qiang Zhang; Martha R Stampfer; Wennuan Liu; Jianfeng Xu; Guangchao Sui
Journal:  Am J Pathol       Date:  2013-09-05       Impact factor: 4.307

3.  C282Y polymorphism in the HFE gene is associated with risk of breast cancer.

Authors:  Xiaoyan Liu; Chunlei Lv; Xiaorong Luan; Ming Lv
Journal:  Tumour Biol       Date:  2013-05-17

Review 4.  Iron and Cancer.

Authors:  Suzy V Torti; David H Manz; Bibbin T Paul; Nicole Blanchette-Farra; Frank M Torti
Journal:  Annu Rev Nutr       Date:  2018-08-21       Impact factor: 11.848

Review 5.  Transferrin receptor 1 in cancer: a new sight for cancer therapy.

Authors:  Ying Shen; Xin Li; Dandan Dong; Bin Zhang; Yanru Xue; Peng Shang
Journal:  Am J Cancer Res       Date:  2018-06-01       Impact factor: 6.166

6.  IRP2 regulates breast tumor growth.

Authors:  Wei Wang; Zhiyong Deng; Heather Hatcher; Lance D Miller; Xiumin Di; Lia Tesfay; Guangchao Sui; Ralph B D'Agostino; Frank M Torti; Suzy V Torti
Journal:  Cancer Res       Date:  2013-11-27       Impact factor: 12.701

Review 7.  A systems biology approach to iron metabolism.

Authors:  Julia Chifman; Reinhard Laubenbacher; Suzy V Torti
Journal:  Adv Exp Med Biol       Date:  2014       Impact factor: 2.622

8.  Hemochromatosis: a model of metal-related human toxicosis.

Authors:  Pierre Brissot; Thibault Cavey; Martine Ropert; François Gaboriau; Olivier Loréal
Journal:  Environ Sci Pollut Res Int       Date:  2016-09-15       Impact factor: 4.223

Review 9.  Iron chelators with topoisomerase-inhibitory activity and their anticancer applications.

Authors:  V Ashutosh Rao
Journal:  Antioxid Redox Signal       Date:  2012-10-26       Impact factor: 8.401

Review 10.  Iron-targeting antitumor activity of gallium compounds and novel insights into triapine(®)-metal complexes.

Authors:  Christopher R Chitambar; William E Antholine
Journal:  Antioxid Redox Signal       Date:  2012-10-03       Impact factor: 8.401

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