Literature DB >> 34354863

A novel five-gene score to predict complete pathological response to neoadjuvant chemotherapy in ER-positive/HER2-negative breast cancer.

Masanori Oshi1,2, Shipra Gandhi3, Fernando A Angarita1, Tae Hee Kim1, Yoshihisa Tokumaru1,4, Li Yan5, Ryusei Matsuyama2, Itaru Endo2, Kazuaki Takabe1,2,6,7,8,9.   

Abstract

Neoadjuvant Chemotherapy (NAC) is not frequently used in ER-positive/HER2-negative breast cancer (BC) because around 10% patients achieve pathological complete response (pCR). Since NAC can result in cancer downstaging both in the breast and axilla and prevent a morbid surgery, thus a score to predict pCR in this population will be crucial to identify patients who can benefit from this approach. A total of 4038 patients from cohorts; GSE25066, GSE20194, Hess, GSE20181, TCGA-BRCA and METBRIC were analyzed. The score was generated by the 5 most highly expressed genes in the Hallmark E2F targets gene set amongst patients in the GSE25066 cohort with ER-positive/HER2-negative BC who achieved pCR. The area under the curve was significantly higher in the score than that for the E2F targets score. High score ER-positive/HER2-negative BCs were significantly associated with higher Nottingham pathological grade, AJCC cancer stage, MKI67 expression levels, intratumor heterogeneity, homologous recombination defects, mutation burden, neoantigen load, and infiltration of anti-cancer immune cells (CD4+, T helper type1, plasmacytoid dendritic cells, M1 macrophages). They also expressed lower abundance of stromal cells including fibroblasts, lymphatic endothelial cells, pericytes and adipocytes consistently in GSE25066, TCGA and METABRIC cohorts. All cell proliferation-related gene sets, G2M checkpoint, E2F targets, MYC targets v1 and v2, Mitotic Spindle, were strongly enriched in high score BCs consistently in 3 cohorts. The gene score was significantly associated with high pCR rate consistently in the GSE25066 (38%, P < 0.001), GSE20194 (16%, P = 0.006), and Hess cohort (23%, P = 0.037). In conclusion, the 5-gene score reflects cancer cell proliferation and immune cell infiltration, and predicts pCR after NAC in ER-positive/HER2-negative breast cancer. AJCR
Copyright © 2021.

Entities:  

Keywords:  5-gene; ER-positive/HER2-negative breast cancer; neoadjuvant chemotherapy; predictive biomarker; tumor immune microenvironment

Year:  2021        PMID: 34354863      PMCID: PMC8332850     

Source DB:  PubMed          Journal:  Am J Cancer Res        ISSN: 2156-6976            Impact factor:   5.942


  44 in total

1.  Cancer statistics, 2019.

Authors:  Rebecca L Siegel; Kimberly D Miller; Ahmedin Jemal
Journal:  CA Cancer J Clin       Date:  2019-01-08       Impact factor: 508.702

2.  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

3.  Tumor-Infiltrating Lymphocytes and Prognosis: A Pooled Individual Patient Analysis of Early-Stage Triple-Negative Breast Cancers.

Authors:  Sherene Loi; Damien Drubay; Sylvia Adams; Giancarlo Pruneri; Prudence A Francis; Magali Lacroix-Triki; Heikki Joensuu; Maria Vittoria Dieci; Sunil Badve; Sandra Demaria; Robert Gray; Elisabetta Munzone; Jerome Lemonnier; Christos Sotiriou; Martine J Piccart; Pirkko-Liisa Kellokumpu-Lehtinen; Andrea Vingiani; Kathryn Gray; Fabrice Andre; Carsten Denkert; Roberto Salgado; Stefan Michiels
Journal:  J Clin Oncol       Date:  2019-01-16       Impact factor: 44.544

4.  Chemotherapy response and recurrence-free survival in neoadjuvant breast cancer depends on biomarker profiles: results from the I-SPY 1 TRIAL (CALGB 150007/150012; ACRIN 6657).

Authors:  Laura J Esserman; Donald A Berry; Maggie C U Cheang; Christina Yau; Charles M Perou; Lisa Carey; Angela DeMichele; Joe W Gray; Kathleen Conway-Dorsey; Marc E Lenburg; Meredith B Buxton; Sarah E Davis; Laura J van't Veer; Clifford Hudis; Koei Chin; Denise Wolf; Helen Krontiras; Leslie Montgomery; Debu Tripathy; Constance Lehman; Minetta C Liu; Olufunmilayo I Olopade; Hope S Rugo; John T Carpenter; Chad Livasy; Lynn Dressler; David Chhieng; Baljit Singh; Carolyn Mies; Joseph Rabban; Yunni-Yi Chen; Dilip Giri; Alfred Au; Nola Hylton
Journal:  Breast Cancer Res Treat       Date:  2011-12-25       Impact factor: 4.872

5.  The Immune Landscape of Cancer.

Authors:  Vésteinn Thorsson; David L Gibbs; Scott D Brown; Denise Wolf; Dante S Bortone; Tai-Hsien Ou Yang; Eduard Porta-Pardo; Galen F Gao; Christopher L Plaisier; James A Eddy; Elad Ziv; Aedin C Culhane; Evan O Paull; I K Ashok Sivakumar; Andrew J Gentles; Raunaq Malhotra; Farshad Farshidfar; Antonio Colaprico; Joel S Parker; Lisle E Mose; Nam Sy Vo; Jianfang Liu; Yuexin Liu; Janet Rader; Varsha Dhankani; Sheila M Reynolds; Reanne Bowlby; Andrea Califano; Andrew D Cherniack; Dimitris Anastassiou; Davide Bedognetti; Younes Mokrab; Aaron M Newman; Arvind Rao; Ken Chen; Alexander Krasnitz; Hai Hu; Tathiane M Malta; Houtan Noushmehr; Chandra Sekhar Pedamallu; Susan Bullman; Akinyemi I Ojesina; Andrew Lamb; Wanding Zhou; Hui Shen; Toni K Choueiri; John N Weinstein; Justin Guinney; Joel Saltz; Robert A Holt; Charles S Rabkin; Alexander J Lazar; Jonathan S Serody; Elizabeth G Demicco; Mary L Disis; Benjamin G Vincent; Ilya Shmulevich
Journal:  Immunity       Date:  2018-04-05       Impact factor: 43.474

Review 6.  Neoadjuvant Chemotherapy for Breast Cancer: Past, Present, and Future.

Authors:  Mariko Asaoka; Shipra Gandhi; Takashi Ishikawa; Kazuaki Takabe
Journal:  Breast Cancer (Auckl)       Date:  2020-12-16

7.  G2M Cell Cycle Pathway Score as a Prognostic Biomarker of Metastasis in Estrogen Receptor (ER)-Positive Breast Cancer.

Authors:  Masanori Oshi; Hideo Takahashi; Yoshihisa Tokumaru; Li Yan; Omar M Rashid; Ryusei Matsuyama; Itaru Endo; Kazuaki Takabe
Journal:  Int J Mol Sci       Date:  2020-04-22       Impact factor: 5.923

8.  The E2F Pathway Score as a Predictive Biomarker of Response to Neoadjuvant Therapy in ER+/HER2- Breast Cancer.

Authors:  Masanori Oshi; Hideo Takahashi; Yoshihisa Tokumaru; Li Yan; Omar M Rashid; Masayuki Nagahashi; Ryusei Matsuyama; Itaru Endo; Kazuaki Takabe
Journal:  Cells       Date:  2020-07-08       Impact factor: 6.600

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  3 in total

1.  Abundance of reactive oxygen species (ROS) is associated with tumor aggressiveness, immune response, and worse survival in breast cancer.

Authors:  Masanori Oshi; Shipra Gandhi; Li Yan; Yoshihisa Tokumaru; Rongrong Wu; Akimitsu Yamada; Ryusei Matsuyama; Itaru Endo; Kazuaki Takabe
Journal:  Breast Cancer Res Treat       Date:  2022-05-31       Impact factor: 4.872

2.  Exploiting induced vulnerability to overcome PARPi resistance and clonal heterogeneity in BRCA mutant triple-negative inflammatory breast cancer.

Authors:  David J H Shih; Mei-Kuang Chen; Jun Yin; Daniel J McGrail; Hui Dai; Rongbin Wei; Jing Zhang; Wenjin Jim Zheng; Kim-Anh Do; Liuqing Yang; Mien-Chie Hung; Shiaw-Yih Lin
Journal:  Am J Cancer Res       Date:  2022-01-15       Impact factor: 6.166

3.  Development of Gene Expression-Based Random Forest Model for Predicting Neoadjuvant Chemotherapy Response in Triple-Negative Breast Cancer.

Authors:  Seongyong Park; Gwansu Yi
Journal:  Cancers (Basel)       Date:  2022-02-10       Impact factor: 6.639

  3 in total

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