Literature DB >> 32266098

KRAS signaling enriched triple negative breast cancer is associated with favorable tumor immune microenvironment and better survival.

Yoshihisa Tokumaru1,2, Masanori Oshi1, Eriko Katsuta1, Li Yan3, Vikas Satyananda4, Nobuhisa Matsuhashi2, Manabu Futamura2, Yukihiro Akao5, Kazuhiro Yoshida2, Kazuaki Takabe1,5,6,7,8,9.   

Abstract

KRAS signaling is associated with cancer progression in several cancers. Upregulation of KRAS signaling is often seen in cancers that harbor high KRAS mutation rate, such as pancreatic cancer and non-small cell lung cancer (NSCLC). Less than 2% of breast cancers have KRAS mutation, however, the alteration of the effector signaling such as PI3K/AKT and MAPK pathways are well known. Mutated KRAS is known to function as immune suppressor in other cancers, but the role of KRAS signaling on tumor immune microenvironment (TIME) in breast cancer is not known. We hypothesize that the enrichment of KRAS signaling is associated with reduced patient survival as well as TIME in triple negative breast cancer (TNBC). Patient cohorts from Molecular Taxonomy of Breast Cancer International Consortium (METABRIC; n = 1903) and The Cancer Genome Atlas (TCGA; n = 982) were used. Higher expression of KRAS in breast cancer cell-lines (MCF7, BT474, and MDA-MB231) compared to MCF10A, which is a model of benign mammary cells was found. Both MEK and PI3K inhibitors suppressed MB231 cell proliferation in dose dependent manner. Gene Set Variant Analysis (GSVA) of the patient cohorts demonstrated two peaks by KRAS_SIGNALING_UP gene sets which were divided into KRAS-high and -low groups using median cutoff. There was no difference in KRAS mutation between KRAS-high and low. Despite its cell proliferation promoting role, KRAS-high patients demonstrated significantly better Disease-Free Survival and Overall Survival in triple negative breast cancer (TNBC). KRAS-high TNBC was associated with favorable tumor immune microenvironment with elevated B cells and CD8 T cells, monocytes, or M1 macrophage. It was associated with decreased CD4 central memory T-cells, but not Regulatory T-cells, or M2 macrophage detected by xCell. To elucidate the mechanism of this association, Gene Set Enrichment Analysis was performed. Inflammatory response, IL6/JAK-STAT3 signaling, and Interferon gamma response gene sets were enriched in KRAS-high TNBC patients in both METABRIC and TCGA cohorts. In agreement, cytolytic activity score, interferon gamma response score, and lymphocyte infiltrating signature score, were all significantly elevated in KRAS-high TNBC. In conclusion, we found that patients with enrichment of KRAS signaling gene sets were associated with inflammation and favorable tumor immune microenvironment as well as improved survival in TNBC. AJCR
Copyright © 2020.

Entities:  

Keywords:  KRAS; KRAS signaling; METABRIC; TCGA; adaptive immune cells; breast cancer; innate immune cells; triple negative; tumor immune microenvironment

Year:  2020        PMID: 32266098      PMCID: PMC7136911     

Source DB:  PubMed          Journal:  Am J Cancer Res        ISSN: 2156-6976            Impact factor:   6.166


  42 in total

1.  Novel MicroRNA-Based Risk Score Identified by Integrated Analyses to Predict Metastasis and Poor Prognosis in Breast Cancer.

Authors:  Tstutomu Kawaguchi; Li Yan; Qianya Qi; Xuan Peng; Stephen B Edge; Jessica Young; Song Yao; Song Liu; Eigo Otsuji; Kazuaki Takabe
Journal:  Ann Surg Oncol       Date:  2018-10-11       Impact factor: 5.344

2.  Gene set enrichment analysis: a knowledge-based approach for interpreting genome-wide expression profiles.

Authors:  Aravind Subramanian; Pablo Tamayo; Vamsi K Mootha; Sayan Mukherjee; Benjamin L Ebert; Michael A Gillette; Amanda Paulovich; Scott L Pomeroy; Todd R Golub; Eric S Lander; Jill P Mesirov
Journal:  Proc Natl Acad Sci U S A       Date:  2005-09-30       Impact factor: 11.205

3.  High expression of polo-like kinase 1 is associated with TP53 inactivation, DNA repair deficiency, and worse prognosis in ER positive Her2 negative breast cancer.

Authors:  Takashi Takeshita; Mariko Asaoka; Eriko Katsuta; Sara J Photiadis; Sumana Narayanan; Li Yan; Kazuaki Takabe
Journal:  Am J Transl Res       Date:  2019-10-15       Impact factor: 4.060

4.  Molecular and genetic properties of tumors associated with local immune cytolytic activity.

Authors:  Michael S Rooney; Sachet A Shukla; Catherine J Wu; Gad Getz; Nir Hacohen
Journal:  Cell       Date:  2015-01-15       Impact factor: 41.582

5.  Prognostic and predictive value of tumor-infiltrating lymphocytes in a phase III randomized adjuvant breast cancer trial in node-positive breast cancer comparing the addition of docetaxel to doxorubicin with doxorubicin-based chemotherapy: BIG 02-98.

Authors:  Sherene Loi; Nicolas Sirtaine; Fanny Piette; Roberto Salgado; Giuseppe Viale; Françoise Van Eenoo; Ghizlane Rouas; Prudence Francis; John P A Crown; Erika Hitre; Evandro de Azambuja; Emmanuel Quinaux; Angelo Di Leo; Stefan Michiels; Martine J Piccart; Christos Sotiriou
Journal:  J Clin Oncol       Date:  2013-01-22       Impact factor: 44.544

6.  Effects of infiltrating lymphocytes and estrogen receptor on gene expression and prognosis in breast cancer.

Authors:  Alberto Calabrò; Tim Beissbarth; Ruprecht Kuner; Michael Stojanov; Axel Benner; Martin Asslaber; Ferdinand Ploner; Kurt Zatloukal; Hellmut Samonigg; Annemarie Poustka; Holger Sültmann
Journal:  Breast Cancer Res Treat       Date:  2008-07-01       Impact factor: 4.872

7.  Cytolytic Activity Score to Assess Anticancer Immunity in Colorectal Cancer.

Authors:  Sumana Narayanan; Tsutomu Kawaguchi; Li Yan; Xuan Peng; Qianya Qi; Kazuaki Takabe
Journal:  Ann Surg Oncol       Date:  2018-05-16       Impact factor: 5.344

8.  Tumor Infiltrating Lymphocytes and Macrophages Improve Survival in Microsatellite Unstable Colorectal Cancer.

Authors:  Sumana Narayanan; Tsutomu Kawaguchi; Xuan Peng; Qianya Qi; Song Liu; Li Yan; Kazuaki Takabe
Journal:  Sci Rep       Date:  2019-09-17       Impact factor: 4.379

9.  Comprehensive molecular portraits of human breast tumours.

Authors: 
Journal:  Nature       Date:  2012-09-23       Impact factor: 49.962

10.  Gene co-expression modules as clinically relevant hallmarks of breast cancer diversity.

Authors:  Denise M Wolf; Marc E Lenburg; Christina Yau; Aaron Boudreau; Laura J van 't Veer
Journal:  PLoS One       Date:  2014-02-07       Impact factor: 3.240

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  46 in total

1.  KRAS expression is a prognostic indicator and associated with immune infiltration in breast cancer.

Authors:  Haiqi Liang; Guiyou Zhou; Lianhua Lv; Jiarong Lu; Jiashun Peng
Journal:  Breast Cancer       Date:  2020-10-16       Impact factor: 4.239

2.  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

3.  MIEAP, a p53-downstream gene, is associated with suppression of breast cancer cell proliferation and better survival.

Authors:  Manabu Futamura; Yoshihisa Tokumaru; Kazuaki Takabe; Hirofumi Arakawa; Yoshimi Asano; Ryutaro Mori; Junichi Mase; Akira Nakakami; Kazuhiro Yoshida
Journal:  Am J Cancer Res       Date:  2021-12-15       Impact factor: 6.166

4.  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

Review 5.  Potentiating Therapeutic Effects of Epidermal Growth Factor Receptor Inhibition in Triple-Negative Breast Cancer.

Authors:  Kyu Sic You; Yong Weon Yi; Jeonghee Cho; Jeong-Soo Park; Yeon-Sun Seong
Journal:  Pharmaceuticals (Basel)       Date:  2021-06-18

6.  Low expression of miR-195 is associated with cell proliferation, glycolysis and poor survival in estrogen receptor (ER)-positive but not in triple negative breast cancer.

Authors:  Yoshihisa Tokumaru; Masanori Oshi; Ankit Patel; Eriko Katsuta; Li Yan; Fernando A Angarita; Subhamoy Dasgupta; Masayuki Nagahashi; Nobuhisa Matsuhashi; Manabu Futamura; Kazuhiro Yoshida; Kazuaki Takabe
Journal:  Am J Cancer Res       Date:  2021-06-15       Impact factor: 6.166

7.  G2M checkpoint pathway alone is associated with drug response and survival among cell proliferation-related pathways in pancreatic cancer.

Authors:  Masanori Oshi; Ankit Patel; Lan Le; Yoshihisa Tokumaru; Li Yan; Ryusei Matsuyama; Itaru Endo; Kazuaki Takabe
Journal:  Am J Cancer Res       Date:  2021-06-15       Impact factor: 6.166

8.  Th2 cell infiltrations predict neoadjuvant chemotherapy response of estrogen receptor-positive breast cancer.

Authors:  Lan Le; Yoshihisa Tokumaru; Masanori Oshi; Mariko Asaoka; Li Yan; Itaru Endo; Takashi Ishikawa; Manabu Futamura; Kazuhiro Yoshida; Kazuaki Takabe
Journal:  Gland Surg       Date:  2021-01

9.  Prevalence and clinical relevance of tumor-associated tissue eosinophilia (TATE) in breast cancer.

Authors:  Konstantinos Chouliaras; Yoshihisa Tokumaru; Mariko Asaoka; Masanori Oshi; Kristopher M Attwood; Kazuhiro Yoshida; Takashi Ishikawa; Kazuaki Takabe
Journal:  Surgery       Date:  2020-09-19       Impact factor: 3.982

10.  Enhanced Thermogenesis in Triple-Negative Breast Cancer Is Associated with Pro-Tumor Immune Microenvironment.

Authors:  Shipra Gandhi; Masanori Oshi; Vijayashree Murthy; Elizabeth A Repasky; Kazuaki Takabe
Journal:  Cancers (Basel)       Date:  2021-05-23       Impact factor: 6.575

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