Literature DB >> 24521998

Intrinsic subtypes from the PAM50 gene expression assay in a population-based breast cancer survivor cohort: prognostication of short- and long-term outcomes.

Bette J Caan1, Carol Sweeney, Laurel A Habel, Marilyn L Kwan, Candyce H Kroenke, Erin K Weltzien, Charles P Quesenberry, Adrienne Castillo, Rachel E Factor, Lawrence H Kushi, Philip S Bernard.   

Abstract

BACKGROUND: The PAM50, a gene expression assay to categorize breast tumors into intrinsic subtypes, has not been previously used to examine short- and long-term prognostication in a population-based cohort where treatment patterns and time of initial follow-up vary.
METHODS: In a stratified case-cohort design of 1,691 women from the LACE and Pathways breast cancer survivor cohorts, we used PAM50 to categorize tumors into Luminal A (LumA), Luminal B (LumB), HER2-enriched (HER2-E), Basal-like and Normal-like, and to examine risk of early and late recurrence and mortality by Cox proportional hazards regression.
RESULTS: Compared with LumA, cumulative risk of recurrence and breast cancer death was higher for LumB, HER2-E, and Basal-like tumors at 2, 5, and 10 years. However, HR of breast cancer death varied over time [<5 years (early) vs. > 5 years (late)] for both Basal-like (HR, 6.23 early vs. HR, 0.63 late) and HER2-E tumors (HR, 2.97 early vs. HR, 0.73 late) but not for LumB tumors where risk was elevated consistently (HR, 2.67 early vs. HR, 1.47 late). The contrast between LumB, HER2-E, and Basal-like compared with LumA on early recurrence was stronger when subtype was defined by PAM50 than by immunohistochemistry (IHC) markers.
CONCLUSIONS: The PAM50 categorized intrinsic subtypes in a manner that more accurately predicts recurrence and survival, especially for luminal tumors, compared with commonly used methods that rely on traditional IHC clinical markers. IMPACT: The PAM50 is robust for use in epidemiologic studies and should be considered when archived tumor tissues are available. ©2014 AACR.

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Year:  2014        PMID: 24521998      PMCID: PMC4105204          DOI: 10.1158/1055-9965.EPI-13-1017

Source DB:  PubMed          Journal:  Cancer Epidemiol Biomarkers Prev        ISSN: 1055-9965            Impact factor:   4.254


  23 in total

1.  Utility of prognostic genomic tests in breast cancer practice: The IMPAKT 2012 Working Group Consensus Statement.

Authors:  H A Azim; S Michiels; F Zagouri; S Delaloge; M Filipits; M Namer; P Neven; W F Symmans; A Thompson; F André; S Loi; C Swanton
Journal:  Ann Oncol       Date:  2013-01-20       Impact factor: 32.976

2.  Prognostic significance of progesterone receptor-positive tumor cells within immunohistochemically defined luminal A breast cancer.

Authors:  Aleix Prat; Maggie Chon U Cheang; Miguel Martín; Joel S Parker; Eva Carrasco; Rosalía Caballero; Scott Tyldesley; Karen Gelmon; Philip S Bernard; Torsten O Nielsen; Charles M Perou
Journal:  J Clin Oncol       Date:  2012-12-10       Impact factor: 44.544

3.  Molecular portraits of human breast tumours.

Authors:  C M Perou; T Sørlie; M B Eisen; M van de Rijn; S S Jeffrey; C A Rees; J R Pollack; D T Ross; H Johnsen; L A Akslen; O Fluge; A Pergamenschikov; C Williams; S X Zhu; P E Lønning; A L Børresen-Dale; P O Brown; D Botstein
Journal:  Nature       Date:  2000-08-17       Impact factor: 49.962

4.  The Pathways Study: a prospective study of breast cancer survivorship within Kaiser Permanente Northern California.

Authors:  Marilyn L Kwan; Christine B Ambrosone; Marion M Lee; Janice Barlow; Sarah E Krathwohl; Isaac Joshua Ergas; Christine H Ashley; Julie R Bittner; Jeanne Darbinian; Keren Stronach; Bette J Caan; Warren Davis; Susan E Kutner; Charles P Quesenberry; Carol P Somkin; Barbara Sternfeld; John K Wiencke; Shichun Zheng; Lawrence H Kushi
Journal:  Cancer Causes Control       Date:  2008-05-14       Impact factor: 2.506

5.  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

6.  Relevance of breast cancer hormone receptors and other factors to the efficacy of adjuvant tamoxifen: patient-level meta-analysis of randomised trials.

Authors:  C Davies; J Godwin; R Gray; M Clarke; D Cutter; S Darby; P McGale; H C Pan; C Taylor; Y C Wang; M Dowsett; J Ingle; R Peto
Journal:  Lancet       Date:  2011-07-28       Impact factor: 79.321

7.  Characterization of uncertainty in the classification of multivariate assays: application to PAM50 centroid-based genomic predictors for breast cancer treatment plans.

Authors:  Mark Tw Ebbert; Roy Rl Bastien; Kenneth M Boucher; Miguel Martín; Eva Carrasco; Rosalía Caballero; Inge J Stijleman; Philip S Bernard; Julio C Facelli
Journal:  J Clin Bioinforma       Date:  2011-12-23

8.  PAM50 breast cancer subtyping by RT-qPCR and concordance with standard clinical molecular markers.

Authors:  Roy R L Bastien; Álvaro Rodríguez-Lescure; Mark T W Ebbert; Aleix Prat; Blanca Munárriz; Leslie Rowe; Patricia Miller; Manuel Ruiz-Borrego; Daniel Anderson; Bradley Lyons; Isabel Álvarez; Tracy Dowell; David Wall; Miguel Ángel Seguí; Lee Barley; Kenneth M Boucher; Emilio Alba; Lisa Pappas; Carole A Davis; Ignacio Aranda; Christiane Fauron; Inge J Stijleman; José Palacios; Antonio Antón; Eva Carrasco; Rosalía Caballero; Matthew J Ellis; Torsten O Nielsen; Charles M Perou; Mark Astill; Philip S Bernard; Miguel Martín
Journal:  BMC Med Genomics       Date:  2012-10-04       Impact factor: 3.063

9.  PAM50 proliferation score as a predictor of weekly paclitaxel benefit in breast cancer.

Authors:  Miguel Martín; Aleix Prat; Alvaro Rodríguez-Lescure; Rosalía Caballero; Mark T W Ebbert; Blanca Munárriz; Manuel Ruiz-Borrego; Roy R L Bastien; Carmen Crespo; Carole Davis; César A Rodríguez; José M López-Vega; Vicente Furió; Ana M García; Maribel Casas; Matthew J Ellis; Donald A Berry; Brandelyn N Pitcher; Lyndsay Harris; Amparo Ruiz; Eric Winer; Clifford Hudis; Inge J Stijleman; David P Tuck; Eva Carrasco; Charles M Perou; Philip S Bernard
Journal:  Breast Cancer Res Treat       Date:  2013-02-20       Impact factor: 4.872

10.  Proliferation and estrogen signaling can distinguish patients at risk for early versus late relapse among estrogen receptor positive breast cancers.

Authors:  Giampaolo Bianchini; Lajos Pusztai; Thomas Karn; Takayuki Iwamoto; Achim Rody; Catherine Kelly; Volkmar Müller; Schmidt Schmidt; Yuan Qi; Uwe Holtrich; Sven Becker; Libero Santarpia; Angelica Fasolo; Gianluca Del Conte; Milvia Zambetti; Christos Sotiriou; Benjamin Haibe-Kains; W Fraser Symmans; Luca Gianni
Journal:  Breast Cancer Res       Date:  2013       Impact factor: 6.466

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  32 in total

1.  Overweight, Obesity, and Postmenopausal Invasive Breast Cancer Risk: A Secondary Analysis of the Women's Health Initiative Randomized Clinical Trials.

Authors:  Marian L Neuhouser; Aaron K Aragaki; Ross L Prentice; JoAnn E Manson; Rowan Chlebowski; Cara L Carty; Heather M Ochs-Balcom; Cynthia A Thomson; Bette J Caan; Lesley F Tinker; Rachel Peragallo Urrutia; Jennifer Knudtson; Garnet L Anderson
Journal:  JAMA Oncol       Date:  2015-08       Impact factor: 31.777

2.  Exercise and Prognosis on the Basis of Clinicopathologic and Molecular Features in Early-Stage Breast Cancer: The LACE and Pathways Studies.

Authors:  Lee W Jones; Marilyn L Kwan; Erin Weltzien; Sarat Chandarlapaty; Barbara Sternfeld; Carol Sweeney; Philip S Bernard; Adrienne Castillo; Laurel A Habel; Candyce H Kroenke; Bryan M Langholz; Charles P Queensberry; Chau Dang; Britta Weigelt; Lawrence H Kushi; Bette J Caan
Journal:  Cancer Res       Date:  2016-08-03       Impact factor: 12.701

3.  Race and breast cancer survival by intrinsic subtype based on PAM50 gene expression.

Authors:  Candyce H Kroenke; Carol Sweeney; Marilyn L Kwan; Charles P Quesenberry; Erin K Weltzien; Laurel A Habel; Adrienne Castillo; Phillip S Bernard; Rachel E Factor; Lawrence H Kushi; Bette J Caan
Journal:  Breast Cancer Res Treat       Date:  2014-03-07       Impact factor: 4.872

4.  Differences in molecular features of triple-negative breast cancers based on the age at diagnosis.

Authors:  H Evin Gulbahce; Philip S Bernard; Erin K Weltzien; Rachel E Factor; Lawrence H Kushi; Bette J Caan; Carol Sweeney
Journal:  Cancer       Date:  2018-10-12       Impact factor: 6.860

5.  Breastfeeding, PAM50 tumor subtype, and breast cancer prognosis and survival.

Authors:  Marilyn L Kwan; Philip S Bernard; Candyce H Kroenke; Rachel E Factor; Laurel A Habel; Erin K Weltzien; Adrienne Castillo; Erica P Gunderson; Kaylynn S Maxfield; Inge J Stijleman; Bryan M Langholz; Charles P Quesenberry; Lawrence H Kushi; Carol Sweeney; Bette J Caan
Journal:  J Natl Cancer Inst       Date:  2015-04-28       Impact factor: 13.506

6.  Body mass index, PAM50 subtype, recurrence, and survival among patients with nonmetastatic breast cancer.

Authors:  Elizabeth M Cespedes Feliciano; Marilyn L Kwan; Lawrence H Kushi; Wendy Y Chen; Erin K Weltzien; Adrienne L Castillo; Carol Sweeney; Philip S Bernard; Bette J Caan
Journal:  Cancer       Date:  2017-03-13       Impact factor: 6.860

7.  Racial Differences in PAM50 Subtypes in the Carolina Breast Cancer Study.

Authors:  Melissa A Troester; Xuezheng Sun; Emma H Allott; Joseph Geradts; Stephanie M Cohen; Chiu-Kit Tse; Erin L Kirk; Leigh B Thorne; Michelle Mathews; Yan Li; Zhiyuan Hu; Whitney R Robinson; Katherine A Hoadley; Olufunmilayo I Olopade; Katherine E Reeder-Hayes; H Shelton Earp; Andrew F Olshan; Lisa A Carey; Charles M Perou
Journal:  J Natl Cancer Inst       Date:  2018-02-01       Impact factor: 13.506

8.  TTK inhibition radiosensitizes basal-like breast cancer through impaired homologous recombination.

Authors:  Benjamin C Chandler; Leah Moubadder; Cassandra L Ritter; Meilan Liu; Meleah Cameron; Kari Wilder-Romans; Amanda Zhang; Andrea M Pesch; Anna R Michmerhuizen; Nicole Hirsh; Marlie Androsiglio; Tanner Ward; Eric Olsen; Yashar S Niknafs; Sofia Merajver; Dafydd G Thomas; Powel H Brown; Theodore S Lawrence; Shyam Nyati; Lori J Pierce; Arul Chinnaiyan; Corey Speers
Journal:  J Clin Invest       Date:  2020-02-03       Impact factor: 14.808

9.  PAM50 Molecular Intrinsic Subtypes in the Nurses' Health Study Cohorts.

Authors:  Kevin H Kensler; Venkat N Sankar; Jun Wang; Xuehong Zhang; Christopher A Rubadue; Gabrielle M Baker; Joel S Parker; Katherine A Hoadley; Andreea L Stancu; Michael E Pyle; Laura C Collins; David J Hunter; A Heather Eliassen; Susan E Hankinson; Rulla M Tamimi; Yujing J Heng
Journal:  Cancer Epidemiol Biomarkers Prev       Date:  2018-12-27       Impact factor: 4.254

10.  Epidemiology of Basal-like and Luminal Breast Cancers among Black Women in the AMBER Consortium.

Authors:  Halei C Benefield; Gary R Zirpoli; Emma H Allott; Yue Shan; Amber N Hurson; Angela R Omilian; Thaer Khoury; Chi-Chen Hong; Andrew F Olshan; Traci N Bethea; Elisa V Bandera; Julie R Palmer; Christine B Ambrosone; Melissa A Troester
Journal:  Cancer Epidemiol Biomarkers Prev       Date:  2020-10-23       Impact factor: 4.254

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