Literature DB >> 26461005

Integration of a Radiosensitivity Molecular Signature Into the Assessment of Local Recurrence Risk in Breast Cancer.

Javier F Torres-Roca1, William J Fulp2, Jimmy J Caudell3, Nicolas Servant4, Marc A Bollet5, Marc van de Vijver6, Arash O Naghavi3, Eleanor E Harris7, Steven A Eschrich8.   

Abstract

PURPOSE: Recently, we developed radiosensitivity (RSI), a clinically validated molecular signature that estimates tumor radiosensitivity. In the present study, we tested whether integrating RSI with the molecular subtype refines the classification of local recurrence (LR) risk in breast cancer. METHODS AND MATERIALS: RSI and molecular subtype were evaluated in 343 patients treated with breast-conserving therapy that included whole-breast radiation therapy with or without a tumor bed boost (dose range 45-72 Gy). The follow-up period for patients without recurrence was 10 years. The clinical endpoint was LR-free survival.
RESULTS: Although RSI did not uniformly predict for LR across the entire cohort, combining RSI and the molecular subtype identified a subpopulation with an increased risk of LR: triple negative (TN) and radioresistant (reference TN-radioresistant, hazard ratio [HR] 0.37, 95% confidence interval [CI] 0.15-0.92, P=.02). TN patients who were RSI-sensitive/intermediate had LR rates similar to those of luminal (LUM) patients (HR 0.86, 95% CI 0.47-1.57, P=.63). On multivariate analysis, combined RSI and molecular subtype (P=.004) and age (P=.001) were the most significant predictors of LR. In contrast, integrating RSI into the LUM subtype did not identify additional risk groups. We hypothesized that radiation dose escalation was affecting radioresistance in the LUM subtype and serving as a confounder. An increased radiation dose decreased LR only in the luminal-resistant (LUM-R) subset (HR 0.23, 95% CI 0.05-0.98, P=.03). On multivariate analysis, the radiation dose was an independent variable only in the LUMA/B-RR subset (HR 0.025, 95% CI 0.001-0.946, P=.046), along with age (P=.008), T stage (P=.004), and chemotherapy (P=.008).
CONCLUSIONS: The combined molecular subtype-RSI identified a novel molecular subpopulation (TN and radioresistant) with an increased risk of LR after breast-conserving therapy. We propose that the combination of RSI and molecular subtype could be useful in guiding radiation therapy-based decisions in breast cancer.
Copyright © 2015 Elsevier Inc. All rights reserved.

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Year:  2015        PMID: 26461005      PMCID: PMC5811194          DOI: 10.1016/j.ijrobp.2015.06.021

Source DB:  PubMed          Journal:  Int J Radiat Oncol Biol Phys        ISSN: 0360-3016            Impact factor:   7.038


  19 in total

1.  Search for a gene expression signature of breast cancer local recurrence in young women.

Authors:  Nicolas Servant; Marc A Bollet; Hans Halfwerk; Kevin Bleakley; Bas Kreike; Laurent Jacob; Daoud Sie; Ron M Kerkhoven; Philippe Hupé; Rim Hadhri; Alain Fourquet; Harry Bartelink; Emmanuel Barillot; Brigitte Sigal-Zafrani; Marc J van de Vijver
Journal:  Clin Cancer Res       Date:  2012-01-23       Impact factor: 12.531

2.  Prognostic factors versus predictive factors: Examples from a clinical trial of erlotinib.

Authors:  Gary M Clark
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Review 3.  Effects of radiotherapy and of differences in the extent of surgery for early breast cancer on local recurrence and 15-year survival: an overview of the randomised trials.

Authors:  M Clarke; R Collins; S Darby; C Davies; P Elphinstone; V Evans; J Godwin; R Gray; C Hicks; S James; E MacKinnon; P McGale; T McHugh; R Peto; C Taylor; Y Wang
Journal:  Lancet       Date:  2005-12-17       Impact factor: 79.321

4.  Age, breast cancer subtype approximation, and local recurrence after breast-conserving therapy.

Authors:  Nils D Arvold; Alphonse G Taghian; Andrzej Niemierko; Rita F Abi Raad; Meera Sreedhara; Paul L Nguyen; Jennifer R Bellon; Julia S Wong; Barbara L Smith; Jay R Harris
Journal:  J Clin Oncol       Date:  2011-09-06       Impact factor: 44.544

Review 5.  Molecular biology in breast cancer: intrinsic subtypes and signaling pathways.

Authors:  Pilar Eroles; Ana Bosch; J Alejandro Pérez-Fidalgo; Ana Lluch
Journal:  Cancer Treat Rev       Date:  2011-12-16       Impact factor: 12.111

6.  Validation of a radiosensitivity molecular signature in breast cancer.

Authors:  Steven A Eschrich; William J Fulp; Yudi Pawitan; John A Foekens; Marcel Smid; John W M Martens; Michelle Echevarria; Vidya Kamath; Ji-Hyun Lee; Eleanor E Harris; Jonas Bergh; Javier F Torres-Roca
Journal:  Clin Cancer Res       Date:  2012-07-25       Impact factor: 12.531

7.  Systems biology modeling of the radiation sensitivity network: a biomarker discovery platform.

Authors:  Steven Eschrich; Hongling Zhang; Haiyan Zhao; David Boulware; Ji-Hyun Lee; Gregory Bloom; Javier F Torres-Roca
Journal:  Int J Radiat Oncol Biol Phys       Date:  2009-10-01       Impact factor: 7.038

8.  Twenty-year follow-up of a randomized trial comparing total mastectomy, lumpectomy, and lumpectomy plus irradiation for the treatment of invasive breast cancer.

Authors:  Bernard Fisher; Stewart Anderson; John Bryant; Richard G Margolese; Melvin Deutsch; Edwin R Fisher; Jong-Hyeon Jeong; Norman Wolmark
Journal:  N Engl J Med       Date:  2002-10-17       Impact factor: 91.245

9.  Overexpression of hypoxia-inducible factor 1alpha in common human cancers and their metastases.

Authors:  H Zhong; A M De Marzo; E Laughner; M Lim; D A Hilton; D Zagzag; P Buechler; W B Isaacs; G L Semenza; J W Simons
Journal:  Cancer Res       Date:  1999-11-15       Impact factor: 12.701

Review 10.  Effect of radiotherapy after breast-conserving surgery on 10-year recurrence and 15-year breast cancer death: meta-analysis of individual patient data for 10,801 women in 17 randomised trials.

Authors:  S Darby; P McGale; C Correa; C Taylor; R Arriagada; M Clarke; D Cutter; C Davies; M Ewertz; J Godwin; R Gray; L Pierce; T Whelan; Y Wang; R Peto
Journal:  Lancet       Date:  2011-10-19       Impact factor: 79.321

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  44 in total

1.  Developing Predictive or Prognostic Biomarkers for Charged Particle Radiotherapy.

Authors:  Michael D Story; Jing Wang
Journal:  Int J Part Ther       Date:  2018

2.  Regional Radiation Therapy Impacts Outcome for Node-Positive Cutaneous Melanoma.

Authors:  Tobin Strom; Javier F Torres-Roca; Akash Parekh; Arash O Naghavi; Jimmy J Caudell; Daniel E Oliver; Jane L Messina; Nikhil I Khushalani; Jonathan S Zager; Amod Sarnaik; James J Mulé; Andy M Trotti; Steven A Eschrich; Vernon K Sondak; Louis B Harrison
Journal:  J Natl Compr Canc Netw       Date:  2017-04       Impact factor: 11.908

3.  Precision medicine in early breast cancer-can this apply to radiotherapy?

Authors:  Samuel G W Ow; Soo-Chin Lee
Journal:  J Thorac Dis       Date:  2016-11       Impact factor: 2.895

4.  Radiosensitivity in the breast cancer management scenario: another step forward?

Authors:  Icro Meattini; Giulio Francolini; Lorenzo Livi
Journal:  J Thorac Dis       Date:  2016-10       Impact factor: 2.895

5.  Integrating Radiosensitivity and Immune Gene Signatures for Predicting Benefit of Radiotherapy in Breast Cancer.

Authors:  Yi Cui; Bailiang Li; Erqi L Pollom; Kathleen C Horst; Ruijiang Li
Journal:  Clin Cancer Res       Date:  2018-06-19       Impact factor: 12.531

6.  Association of Circulating Tumor Cell Status With Benefit of Radiotherapy and Survival in Early-Stage Breast Cancer.

Authors:  Chelain R Goodman; Brandon-Luke L Seagle; Thomas W P Friedl; Brigitte Rack; Krisztian Lato; Visnja Fink; Massimo Cristofanilli; Eric D Donnelly; Wolfgang Janni; Shohreh Shahabi; Jonathan B Strauss
Journal:  JAMA Oncol       Date:  2018-08-09       Impact factor: 31.777

7.  A genome-based model for adjusting radiotherapy dose (GARD): a retrospective, cohort-based study.

Authors:  Jacob G Scott; Anders Berglund; Michael J Schell; Ivaylo Mihaylov; William J Fulp; Binglin Yue; Eric Welsh; Jimmy J Caudell; Kamran Ahmed; Tobin S Strom; Eric Mellon; Puja Venkat; Peter Johnstone; John Foekens; Jae Lee; Eduardo Moros; William S Dalton; Steven A Eschrich; Howard McLeod; Louis B Harrison; Javier F Torres-Roca
Journal:  Lancet Oncol       Date:  2016-12-18       Impact factor: 41.316

Review 8.  The future of personalised radiotherapy for head and neck cancer.

Authors:  Jimmy J Caudell; Javier F Torres-Roca; Robert J Gillies; Heiko Enderling; Sungjune Kim; Anupam Rishi; Eduardo G Moros; Louis B Harrison
Journal:  Lancet Oncol       Date:  2017-04-26       Impact factor: 41.316

9.  Tumour radiosensitivity is associated with immune activation in solid tumours.

Authors:  Tobin Strom; Louis B Harrison; Anna R Giuliano; Michael J Schell; Steven A Eschrich; Anders Berglund; William Fulp; Ram Thapa; Domenico Coppola; Sungjune Kim; Jessica Frakes; John Foekens; James J Mulé; Javier F Torres-Roca
Journal:  Eur J Cancer       Date:  2017-08-29       Impact factor: 9.162

10.  Using the Radiosensitivity Index (RSI) to Predict Pelvic Failure in Endometrial Cancer Treated With Adjuvant Radiation Therapy.

Authors:  Homan Mohammadi; Austin Prince; Nicholas B Figura; Jeffrey S Peacock; Daniel C Fernandez; Michael E Montejo; Hye Sook Chon; Robert M Wenham; Steven A Eschrich; Javier F Torres-Roca; Kamran A Ahmed
Journal:  Int J Radiat Oncol Biol Phys       Date:  2019-11-20       Impact factor: 7.038

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