Evidence map›Paper›PMID 32266098›Full record

ArticleAmerican journal of cancer research2020

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

Yoshihisa Tokumaru, Masanori Oshi, Eriko Katsuta, Li Yan, Vikas Satyananda, Nobuhisa Matsuhashi, Manabu Futamura, Yukihiro Akao, Kazuhiro Yoshida, Kazuaki Takabe

Open access · greenAbstract read
In one paragraph

Article in American journal of cancer research, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 89 papers.

0numbers the graph read from it
0cells of the map it votes in
89citing papers in PubMed
6.9field-weighted citation impact, top 2% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

89 citing papers in PubMed, 111 citations in OpenAlex.

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29 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors at 3 institutions in 2 countries.

Yoshihisa TokumaruBreast Surgery, Department of Surgical Oncology, Roswell Park Comprehensive Cancer Center Buffalo, NY 14263, USA.
Masanori OshiBreast Surgery, Department of Surgical Oncology, Roswell Park Comprehensive Cancer Center Buffalo, NY 14263, USA.
Eriko KatsutaBreast Surgery, Department of Surgical Oncology, Roswell Park Comprehensive Cancer Center Buffalo, NY 14263, USA.
Li YanDepartment of Biostatistics & Bioinformatics, Roswell Park Cancer Institute Buffalo, NY 14263, USA.
Vikas SatyanandaDepartment of Surgical Oncology, Roswell Park Comprehensive Cancer Center Buffalo, NY 14263, USA.
Nobuhisa MatsuhashiDepartment of Surgical Oncology, Graduate School of Medicine, Gifu University 1-1 Yanagido, Gifu 501-1194, Japan.
Manabu FutamuraDepartment of Surgical Oncology, Graduate School of Medicine, Gifu University 1-1 Yanagido, Gifu 501-1194, Japan.
Yukihiro AkaoDepartment of Surgery, University at Buffalo Jacobs School of Medicine and Biomedical Sciences, The State University of New York Buffalo, NY, USA.
Kazuhiro YoshidaDepartment of Surgical Oncology, Graduate School of Medicine, Gifu University 1-1 Yanagido, Gifu 501-1194, Japan.
Kazuaki TakabeBreast Surgery, Department of Surgical Oncology, Roswell Park Comprehensive Cancer Center Buffalo, NY 14263, USA.
Roswell Park Comprehensive Cancer Center · USGifu University · JPUniversity at Buffalo, State University of New York · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

adaptive immune cellsbreast cancerinnate immune cellsKRASKRAS signalingMETABRICTCGAtriple negativetumor immune microenvironment

Identifiers

PMID32266098
PMCPMC7136911
OpenAlexW3014688185

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.