Literature DB >> 28972041

PAM50 Provides Prognostic Information When Applied to the Lymph Node Metastases of Advanced Breast Cancer Patients.

Nicholas P Tobin1, Arian Lundberg2, Linda S Lindström3, J Chuck Harrell4, Theodoros Foukakis5, Lena Carlsson6, Zakaria Einbeigi7, Barbro K Linderholm2,7, Niklas Loman8, Martin Malmberg9, Mårten Fernö10, Kamila Czene11, Charles M Perou12, Jonas Bergh5,13, Thomas Hatschek5.   

Abstract

Purpose: Transcriptional pathway activity and the molecular subtypes of breast cancer metastases have been shown to significantly influence patient postrelapse survival. Here, we further determine the relevance of clinically employed gene signatures in the advanced breast cancer (ABC) setting.Experimental Design: Sufficient RNA for expression profiling was obtained from distant metastatic or inoperable loco-regional relapse tissue by fine-needle aspiration from 109 patients of the Swedish TEX clinical trial. Gene signatures (GGI, 70 gene, recurrence score, cell-cycle score, risk of recurrence score, and PAM50) were applied to all metastases, and their relationship to long- (5-year) and short-term (1.5-year) postrelapse survival at all and locoregional lymph nodes (n = 40) versus other metastatic sites (n = 69) combined was assessed using Kaplan-Meier and/or multivariate Cox regression analyses.
Results: The majority of metastases were classified into intermediate or high-risk groups by all signatures, and a significant association was found between metastatic signature subgroups and primary tumor estrogen receptor status and histologic grade (P < 0.05). When considering all sites of metastasis, only PAM50 was statistically significant in Kaplan-Meier analysis (Log-rank P = 0.008 and 0.008 for long- and short-term postrelapse breast cancer-specific survival, respectively). This significance remained in both uni- and multivariate models when restricting analyses to lymph node metastases only, and a similar trend was observed in other metastatic sites combined, but did not reach formal significance.Conclusions: Our findings are the first to demonstrate that the PAM50 signature can provide prognostic information from the lymph node metastases of ABC patients. Clin Cancer Res; 23(23); 7225-31. ©2017 AACR. ©2017 American Association for Cancer Research.

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Year:  2017        PMID: 28972041      PMCID: PMC5822712          DOI: 10.1158/1078-0432.CCR-17-2301

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


  29 in total

1.  Individually tailored treatment with epirubicin and paclitaxel with or without capecitabine as first-line chemotherapy in metastatic breast cancer: a randomized multicenter trial.

Authors:  T Hatschek; L Carlsson; Z Einbeigi; E Lidbrink; B Linderholm; B Lindh; N Loman; M Malmberg; S Rotstein; M Söderberg; M Sundquist; T M Walz; M Hellström; H Svensson; G Aström; Y Brandberg; J Carstensen; M Fernö; J Bergh
Journal:  Breast Cancer Res Treat       Date:  2011-11-18       Impact factor: 4.872

2.  Genome remodelling in a basal-like breast cancer metastasis and xenograft.

Authors:  Li Ding; Matthew J Ellis; Shunqiang Li; David E Larson; Ken Chen; John W Wallis; Christopher C Harris; Michael D McLellan; Robert S Fulton; Lucinda L Fulton; Rachel M Abbott; Jeremy Hoog; David J Dooling; Daniel C Koboldt; Heather Schmidt; Joelle Kalicki; Qunyuan Zhang; Lei Chen; Ling Lin; Michael C Wendl; Joshua F McMichael; Vincent J Magrini; Lisa Cook; Sean D McGrath; Tammi L Vickery; Elizabeth Appelbaum; Katherine Deschryver; Sherri Davies; Therese Guintoli; Li Lin; Robert Crowder; Yu Tao; Jacqueline E Snider; Scott M Smith; Adam F Dukes; Gabriel E Sanderson; Craig S Pohl; Kim D Delehaunty; Catrina C Fronick; Kimberley A Pape; Jerry S Reed; Jody S Robinson; Jennifer S Hodges; William Schierding; Nathan D Dees; Dong Shen; Devin P Locke; Madeline E Wiechert; James M Eldred; Josh B Peck; Benjamin J Oberkfell; Justin T Lolofie; Feiyu Du; Amy E Hawkins; Michelle D O'Laughlin; Kelly E Bernard; Mark Cunningham; Glendoria Elliott; Mark D Mason; Dominic M Thompson; Jennifer L Ivanovich; Paul J Goodfellow; Charles M Perou; George M Weinstock; Rebecca Aft; Mark Watson; Timothy J Ley; Richard K Wilson; Elaine R Mardis
Journal:  Nature       Date:  2010-04-15       Impact factor: 49.962

3.  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

Review 4.  A new genome-driven integrated classification of breast cancer and its implications.

Authors:  Sarah-Jane Dawson; Oscar M Rueda; Samuel Aparicio; Carlos Caldas
Journal:  EMBO J       Date:  2013-02-08       Impact factor: 11.598

5.  Comprehensive molecular characterization of human colon and rectal cancer.

Authors: 
Journal:  Nature       Date:  2012-07-18       Impact factor: 49.962

6.  Response and survival of breast cancer intrinsic subtypes following multi-agent neoadjuvant chemotherapy.

Authors:  Aleix Prat; Cheng Fan; Aranzazu Fernández; Katherine A Hoadley; Rossella Martinello; Maria Vidal; Margarita Viladot; Estela Pineda; Ana Arance; Montserrat Muñoz; Laia Paré; Maggie C U Cheang; Barbara Adamo; Charles M Perou
Journal:  BMC Med       Date:  2015-12-18       Impact factor: 8.775

7.  Tumor Evolution in Two Patients with Basal-like Breast Cancer: A Retrospective Genomics Study of Multiple Metastases.

Authors:  Katherine A Hoadley; Marni B Siegel; Krishna L Kanchi; Christopher A Miller; Li Ding; Wei Zhao; Xiaping He; Joel S Parker; Michael C Wendl; Robert S Fulton; Ryan T Demeter; Richard K Wilson; Lisa A Carey; Charles M Perou; Elaine R Mardis
Journal:  PLoS Med       Date:  2016-12-06       Impact factor: 11.069

8.  Phylogenetic analysis of metastatic progression in breast cancer using somatic mutations and copy number aberrations.

Authors:  David Brown; Dominiek Smeets; Borbála Székely; Denis Larsimont; A Marcell Szász; Pierre-Yves Adnet; Françoise Rothé; Ghizlane Rouas; Zsófia I Nagy; Zsófia Faragó; Anna-Mária Tőkés; Magdolna Dank; Gyöngyvér Szentmártoni; Nóra Udvarhelyi; Gabriele Zoppoli; Lajos Pusztai; Martine Piccart; Janina Kulka; Diether Lambrechts; Christos Sotiriou; Christine Desmedt
Journal:  Nat Commun       Date:  2017-04-20       Impact factor: 14.919

9.  Mutational landscape of metastatic cancer revealed from prospective clinical sequencing of 10,000 patients.

Authors:  Ahmet Zehir; Ryma Benayed; Ronak H Shah; Aijazuddin Syed; Sumit Middha; Hyunjae R Kim; Preethi Srinivasan; Jianjiong Gao; Debyani Chakravarty; Sean M Devlin; Matthew D Hellmann; David A Barron; Alison M Schram; Meera Hameed; Snjezana Dogan; Dara S Ross; Jaclyn F Hechtman; Deborah F DeLair; JinJuan Yao; Diana L Mandelker; Donavan T Cheng; Raghu Chandramohan; Abhinita S Mohanty; Ryan N Ptashkin; Gowtham Jayakumaran; Meera Prasad; Mustafa H Syed; Anoop Balakrishnan Rema; Zhen Y Liu; Khedoudja Nafa; Laetitia Borsu; Justyna Sadowska; Jacklyn Casanova; Ruben Bacares; Iwona J Kiecka; Anna Razumova; Julie B Son; Lisa Stewart; Tessara Baldi; Kerry A Mullaney; Hikmat Al-Ahmadie; Efsevia Vakiani; Adam A Abeshouse; Alexander V Penson; Philip Jonsson; Niedzica Camacho; Matthew T Chang; Helen H Won; Benjamin E Gross; Ritika Kundra; Zachary J Heins; Hsiao-Wei Chen; Sarah Phillips; Hongxin Zhang; Jiaojiao Wang; Angelica Ochoa; Jonathan Wills; Michael Eubank; Stacy B Thomas; Stuart M Gardos; Dalicia N Reales; Jesse Galle; Robert Durany; Roy Cambria; Wassim Abida; Andrea Cercek; Darren R Feldman; Mrinal M Gounder; A Ari Hakimi; James J Harding; Gopa Iyer; Yelena Y Janjigian; Emmet J Jordan; Ciara M Kelly; Maeve A Lowery; Luc G T Morris; Antonio M Omuro; Nitya Raj; Pedram Razavi; Alexander N Shoushtari; Neerav Shukla; Tara E Soumerai; Anna M Varghese; Rona Yaeger; Jonathan Coleman; Bernard Bochner; Gregory J Riely; Leonard B Saltz; Howard I Scher; Paul J Sabbatini; Mark E Robson; David S Klimstra; Barry S Taylor; Jose Baselga; Nikolaus Schultz; David M Hyman; Maria E Arcila; David B Solit; Marc Ladanyi; Michael F Berger
Journal:  Nat Med       Date:  2017-05-08       Impact factor: 53.440

10.  Comparison of PAM50 risk of recurrence score with oncotype DX and IHC4 for predicting risk of distant recurrence after endocrine therapy.

Authors:  Mitch Dowsett; Ivana Sestak; Elena Lopez-Knowles; Kalvinder Sidhu; Anita K Dunbier; J Wayne Cowens; Sean Ferree; James Storhoff; Carl Schaper; Jack Cuzick
Journal:  J Clin Oncol       Date:  2013-07-01       Impact factor: 44.544

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  4 in total

1.  The long-term prognostic and predictive capacity of cyclin D1 gene amplification in 2305 breast tumours.

Authors:  Arian Lundberg; Linda S Lindström; Jingmei Li; J Chuck Harrell; Eva Darai-Ramqvist; Emmanouil G Sifakis; Theodoros Foukakis; Charles M Perou; Kamila Czene; Jonas Bergh; Nicholas P Tobin
Journal:  Breast Cancer Res       Date:  2019-02-28       Impact factor: 6.466

Review 2.  Profiling of Invasive Breast Carcinoma Circulating Tumour Cells-Are We Ready for the 'Liquid' Revolution?

Authors:  Marcin Braun; Aleksandra Markiewicz; Radzisław Kordek; Rafał Sądej; Hanna Romańska
Journal:  Cancers (Basel)       Date:  2019-01-25       Impact factor: 6.639

3.  Reclassifying tumour cell cycle activity in terms of its tissue of origin.

Authors:  Arian Lundberg; Joan Jong Jing Yi; Linda S Lindström; Nicholas P Tobin
Journal:  NPJ Precis Oncol       Date:  2022-08-20

4.  PAM50 Intrinsic Subtype Profiles in Primary and Metastatic Breast Cancer Show a Significant Shift toward More Aggressive Subtypes with Prognostic Implications.

Authors:  Charlotte Levin Tykjær Jørgensen; Anna-Maria Larsson; Carina Forsare; Kristina Aaltonen; Sara Jansson; Rachel Bradshaw; Pär-Ola Bendahl; Lisa Rydén
Journal:  Cancers (Basel)       Date:  2021-03-30       Impact factor: 6.639

  4 in total

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