Literature DB >> 28859291

Relevance of Spatial Heterogeneity of Immune Infiltration for Predicting Risk of Recurrence After Endocrine Therapy of ER+ Breast Cancer.

Andreas Heindl1, Ivana Sestak1, Kalnisha Naidoo1, Jack Cuzick1, Mitchell Dowsett1, Yinyin Yuan1.   

Abstract

Background: Despite increasing evidence supporting the clinical utility of immune infiltration in the estrogen receptor-negative (ER-) subtype, the prognostic value of immune infiltration for ER+ disease is not well defined.
Methods: Quantitative immune scores of cell abundance and spatial heterogeneity were computed using a fully automated hematoxylin and eosin-stained image analysis algorithm and spatial statistics for 1178 postmenopausal patients with ER+ breast cancer treated with five years' tamoxifen or anastrozole. The prognostic significance of immune scores was compared with Oncotype DX 21-gene recurrence score (RS), PAM50 risk of recurrence (ROR) score, IHC4, and clinical treatment score, available for 963 patients. Statistical tests were two-sided.
Results: Scores of immune cell abundance were not associated with recurrence-free survival. In contrast, high immune spatial scores indicating increased cell spatial clustering were associated with poor 10-year, early (0-5 years), and late (5-10 years) recurrence-free survival (Immune Hotspot: LR-χ2 = 14.06, P < .001, for 0-10 years; LR-χ2 = 6.24, P = .01, for 0-5 years; LR-χ2 = 7.89, P = .005, for 5-10 years). The prognostic value of spatial scores for late recurrence was similar to that of IHC4 and RS in both populations, but was not as strong as other tests in comparison for recurrence across 10 years. Conclusions: These results provide a missing link between tumor immunity and disease outcome in ER+ disease by examining tumor spatial architecture. The association between spatial scores and late recurrence suggests a lasting memory of protumor immunity that may impact disease progression and evolution of endocrine treatment resistance, which may be exploited for therapeutic advances.
© The Author 2017. Published by Oxford University Press.

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Year:  2018        PMID: 28859291      PMCID: PMC6298573          DOI: 10.1093/jnci/djx137

Source DB:  PubMed          Journal:  J Natl Cancer Inst        ISSN: 0027-8874            Impact factor:   13.506


  33 in total

1.  A multigene assay to predict recurrence of tamoxifen-treated, node-negative breast cancer.

Authors:  Soonmyung Paik; Steven Shak; Gong Tang; Chungyeul Kim; Joffre Baker; Maureen Cronin; Frederick L Baehner; Michael G Walker; Drew Watson; Taesung Park; William Hiller; Edwin R Fisher; D Lawrence Wickerham; John Bryant; Norman Wolmark
Journal:  N Engl J Med       Date:  2004-12-10       Impact factor: 91.245

2.  The evaluation of tumor-infiltrating lymphocytes (TILs) in breast cancer: recommendations by an International TILs Working Group 2014.

Authors:  R Salgado; C Denkert; S Demaria; N Sirtaine; F Klauschen; G Pruneri; S Wienert; G Van den Eynden; F L Baehner; F Penault-Llorca; E A Perez; E A Thompson; W F Symmans; A L Richardson; J Brock; C Criscitiello; H Bailey; M Ignatiadis; G Floris; J Sparano; Z Kos; T Nielsen; D L Rimm; K H Allison; J S Reis-Filho; S Loibl; C Sotiriou; G Viale; S Badve; S Adams; K Willard-Gallo; S Loi
Journal:  Ann Oncol       Date:  2014-09-11       Impact factor: 32.976

Review 3.  The genomic landscape of breast cancer and its interaction with host immunity.

Authors:  Stephen Luen; Balaji Virassamy; Peter Savas; Roberto Salgado; Sherene Loi
Journal:  Breast       Date:  2016-10       Impact factor: 4.380

4.  Tumor infiltrating lymphocytes are prognostic in triple negative breast cancer and predictive for trastuzumab benefit in early breast cancer: results from the FinHER trial.

Authors:  S Loi; S Michiels; R Salgado; N Sirtaine; V Jose; D Fumagalli; P-L Kellokumpu-Lehtinen; P Bono; V Kataja; C Desmedt; M J Piccart; S Loibl; C Denkert; M J Smyth; H Joensuu; C Sotiriou
Journal:  Ann Oncol       Date:  2014-03-07       Impact factor: 32.976

Review 5.  PD-L1 Expression as a Predictive Biomarker in Cancer Immunotherapy.

Authors:  Sandip Pravin Patel; Razelle Kurzrock
Journal:  Mol Cancer Ther       Date:  2015-02-18       Impact factor: 6.261

6.  Immune-mediated inhibition of metastases after treatment with local radiation and CTLA-4 blockade in a mouse model of breast cancer.

Authors:  Sandra Demaria; Noriko Kawashima; Anne Marie Yang; Mary Louise Devitt; James S Babb; James P Allison; Silvia C Formenti
Journal:  Clin Cancer Res       Date:  2005-01-15       Impact factor: 12.531

7.  Effect of aromatase inhibition on functional gene modules in estrogen receptor-positive breast cancer and their relationship with antiproliferative response.

Authors:  Qiong Gao; Neill Patani; Anita K Dunbier; Zara Ghazoui; Marketa Zvelebil; Lesley-Ann Martin; Mitch Dowsett
Journal:  Clin Cancer Res       Date:  2014-03-14       Impact factor: 12.531

8.  Molecular profiling of aromatase inhibitor-treated postmenopausal breast tumors identifies immune-related correlates of resistance.

Authors:  Anita K Dunbier; Zara Ghazoui; Helen Anderson; Janine Salter; Ashutosh Nerurkar; Peter Osin; Roger A'hern; William R Miller; Ian E Smith; Mitch Dowsett
Journal:  Clin Cancer Res       Date:  2013-03-14       Impact factor: 12.531

9.  Factors predicting late recurrence for estrogen receptor-positive breast cancer.

Authors:  Ivana Sestak; Mitch Dowsett; Lila Zabaglo; Elena Lopez-Knowles; Sean Ferree; J Wayne Cowens; Jack Cuzick
Journal:  J Natl Cancer Inst       Date:  2013-09-12       Impact factor: 13.506

10.  Retrospective analysis of molecular scores for the prediction of distant recurrence according to baseline risk factors.

Authors:  Ivana Sestak; Mitch Dowsett; Sean Ferree; Frederick L Baehner; Jack Cuzick
Journal:  Breast Cancer Res Treat       Date:  2016-07-22       Impact factor: 4.872

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  40 in total

1.  Nuclear shape and orientation features from H&E images predict survival in early-stage estrogen receptor-positive breast cancers.

Authors:  Cheng Lu; David Romo-Bucheli; Xiangxue Wang; Andrew Janowczyk; Shridar Ganesan; Hannah Gilmore; David Rimm; Anant Madabhushi
Journal:  Lab Invest       Date:  2018-06-29       Impact factor: 5.662

Review 2.  The tale of TILs in breast cancer: A report from The International Immuno-Oncology Biomarker Working Group.

Authors:  Khalid El Bairi; Harry R Haynes; Elizabeth Blackley; Susan Fineberg; Jeffrey Shear; Sophia Turner; Juliana Ribeiro de Freitas; Daniel Sur; Luis Claudio Amendola; Masoumeh Gharib; Amine Kallala; Indu Arun; Farid Azmoudeh-Ardalan; Luciana Fujimoto; Luz F Sua; Shi-Wei Liu; Huang-Chun Lien; Pawan Kirtani; Marcelo Balancin; Hicham El Attar; Prerna Guleria; Wenxian Yang; Emad Shash; I-Chun Chen; Veronica Bautista; Jose Fernando Do Prado Moura; Bernardo L Rapoport; Carlos Castaneda; Eunice Spengler; Gabriela Acosta-Haab; Isabel Frahm; Joselyn Sanchez; Miluska Castillo; Najat Bouchmaa; Reena R Md Zin; Ruohong Shui; Timothy Onyuma; Wentao Yang; Zaheed Husain; Karen Willard-Gallo; An Coosemans; Edith A Perez; Elena Provenzano; Paula Gonzalez Ericsson; Eduardo Richardet; Ravi Mehrotra; Sandra Sarancone; Anna Ehinger; David L Rimm; John M S Bartlett; Giuseppe Viale; Carsten Denkert; Akira I Hida; Christos Sotiriou; Sibylle Loibl; Stephen M Hewitt; Sunil Badve; William Fraser Symmans; Rim S Kim; Giancarlo Pruneri; Shom Goel; Prudence A Francis; Gloria Inurrigarro; Rin Yamaguchi; Hernan Garcia-Rivello; Hugo Horlings; Said Afqir; Roberto Salgado; Sylvia Adams; Marleen Kok; Maria Vittoria Dieci; Stefan Michiels; Sandra Demaria; Sherene Loi
Journal:  NPJ Breast Cancer       Date:  2021-12-01

Review 3.  Artificial intelligence in digital pathology - new tools for diagnosis and precision oncology.

Authors:  Kaustav Bera; Kurt A Schalper; David L Rimm; Vamsidhar Velcheti; Anant Madabhushi
Journal:  Nat Rev Clin Oncol       Date:  2019-08-09       Impact factor: 66.675

Review 4.  [Standardized determination of tumor-infiltrating lymphocytes in breast cancer : A prognostic marker for histological diagnosis].

Authors:  C Denkert; S Loibl; J Budczies; S Wienert; F Klauschen
Journal:  Pathologe       Date:  2018-11       Impact factor: 1.011

5.  Society for Immunotherapy of Cancer (SITC) clinical practice guideline on immunotherapy for the treatment of breast cancer.

Authors:  Leisha A Emens; Sylvia Adams; Ashley Cimino-Mathews; Mary L Disis; Margaret E Gatti-Mays; Alice Y Ho; Kevin Kalinsky; Heather L McArthur; Elizabeth A Mittendorf; Rita Nanda; David B Page; Hope S Rugo; Krista M Rubin; Hatem Soliman; Patricia A Spears; Sara M Tolaney; Jennifer K Litton
Journal:  J Immunother Cancer       Date:  2021-08       Impact factor: 13.751

6.  An Open-Source, Automated Tumor-Infiltrating Lymphocyte Algorithm for Prognosis in Triple-Negative Breast Cancer.

Authors:  Balazs Acs; David L Rimm; Yalai Bai; Kimberly Cole; Sandra Martinez-Morilla; Fahad Shabbir Ahmed; Jon Zugazagoitia; Johan Staaf; Ana Bosch; Anna Ehinger; Emma Nimeus; Johan Hartman
Journal:  Clin Cancer Res       Date:  2021-06-04       Impact factor: 12.531

7.  Evaluation of tumor immune contexture among intrinsic molecular subtypes helps to predict outcome in early breast cancer.

Authors:  Quentin Klopfenstein; Valentin Derangère; Laurent Arnould; Marion Thibaudin; Emeric Limagne; Francois Ghiringhelli; Caroline Truntzer; Sylvain Ladoire
Journal:  J Immunother Cancer       Date:  2021-06       Impact factor: 13.751

8.  Tumor-Associated Stromal Cellular Density as a Predictor of Recurrence and Mortality in Breast Cancer: Results from Ethnically Diverse Study Populations.

Authors:  Montserrat Garcia-Closas; Xiaohong Rose Yang; Mustapha Abubakar; Jing Zhang; Thomas U Ahearn; Hela Koka; Changyuan Guo; Scott M Lawrence; Karun Mutreja; Jonine D Figueroa; Jianming Ying; Jolanta Lissowska; Ning Lyu
Journal:  Cancer Epidemiol Biomarkers Prev       Date:  2021-05-05       Impact factor: 4.090

9.  ESR1 mutant breast cancers show elevated basal cytokeratins and immune activation.

Authors:  Zheqi Li; Olivia McGinn; Yang Wu; Amir Bahreini; Nolan M Priedigkeit; Kai Ding; Sayali Onkar; Caleb Lampenfeld; Carol A Sartorius; Lori Miller; Margaret Rosenzweig; Ofir Cohen; Nikhil Wagle; Jennifer K Richer; William J Muller; Laki Buluwela; Simak Ali; Tullia C Bruno; Dario A A Vignali; Yusi Fang; Li Zhu; George C Tseng; Jason Gertz; Jennifer M Atkinson; Adrian V Lee; Steffi Oesterreich
Journal:  Nat Commun       Date:  2022-04-19       Impact factor: 17.694

Review 10.  Leveraging microenvironmental synthetic lethalities to treat cancer.

Authors:  Kevin J Metcalf; Alaa Alazzeh; Zena Werb; Valerie M Weaver
Journal:  J Clin Invest       Date:  2021-03-15       Impact factor: 14.808

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