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pmid:34873491

Low intratumoral genetic neutrophil-to-lymphocyte ratio (NLR) is associated with favorable tumor immune microenvironment and with survival in triple negative breast cancer (TNBC).

Yoshihisa Tokumaru · Masanori Oshi · Vijayashree Murthy · Wanqing Tian · Li Yan · Fernando A Angarita · Masayuki Nagahashi · Nobuhisa Matsuhashi · Manabu Futamura · Kazuhiro Yoshida · Yasuo Miyoshi · Kazuaki Takabe

American journal of cancer research · 2021

Paper

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Experiment

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Data

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Analysis

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title
Low intratumoral genetic neutrophil-to-lymphocyte ratio (NLR) is associated with favorable tumor immune microenvironment and with survival in triple negative breast cancer (TNBC).
doi
null
pmid
34873491
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[0]
Yoshihisa Tokumaru
[1]
Masanori Oshi
[2]
Vijayashree Murthy
[3]
Wanqing Tian
[4]
Li Yan
[5]
Fernando A Angarita
[6]
Masayuki Nagahashi
[7]
Nobuhisa Matsuhashi
[8]
Manabu Futamura
[9]
Kazuhiro Yoshida
[10]
Yasuo Miyoshi
[11]
Kazuaki Takabe
journal
American journal of cancer research
year
2021
abstract
Patients with triple negative breast cancer (TNBC) have a poor prognosis. A novel prognostic biomarker may guide management by appropriately selecting patients for particular treatments. Peripheral blood neutrophil-to-lymphocyte ratio (NLR) was reported to associate with cancer progression, thus we hypothesized that intratumor genetic NLR will reflect tumor immune microenvironment (TIME) and breast cancer biology. The intratumoral genetic NLR previously defined as the ratio of CD66b (CEACAM8) and CD8 (CD8A) gene expressions was utilized to analyze total of 2,994 patients from METABRIC, TCGA, GSE21094, GSE22358, GSE25088, GSE32646, and GSE2603 cohorts. Intratumoral genetic NLR did not correlate with cancer stage nor clinical parameters of cancer cell proliferation such as Nottingham histological grade or MKI67 expression levels in neither the METABRIC or TCGA cohorts. Intratumoral genetic NLR-high breast cancer was not associated with pathologic complete response (pCR) after neoadjuvant chemotherapy in 5 independent cohorts with different regimens. Despite these results, intratumoral genetic NLR-high TNBC demonstrated worse disease-free, disease-specific, and overall survival. Intratumoral genetic NLR-low TNBC enriched multiple immune-related gene sets, was associated with higher favorable immune-related scores and with a favorable TIME, whereas no gene sets enriched to NLR-high TNBC. In conclusion, intratumoral genetic NLR-low TNBC was associated with favorable TIME and with better survival.
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In conclusion, intratumoral genetic NLR-low TNBC was associated with favorable TIME and with better survival.
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PPARg and IL-4-induced gene expression data from wild-type and STAT6 knockout mouse bone marrow-derived macrophages
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2026-11-01T17:30:42Z
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2026-11-01T17:30:42Z
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The intratumoral genetic NLR previously defined as the ratio of CD66b (CEACAM8) and CD8 (CD8A) gene expressions was utilized to analyze total of 2,994 patients from METABRIC, TCGA, GSE21094, GSE22358, GSE25088, GSE32646, and GSE2603 cohorts.
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title
GSTP1 expression predicts poor pathological complete response to neoadjuvant chemotherapy in ER-negative breast cancer
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Intratumoral genetic NLR, defined as the ratio of CD66b (CEACAM8) and CD8 (CD8A) gene expressions
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The intratumoral genetic NLR previously defined as the ratio of CD66b (CEACAM8) and CD8 (CD8A) gene expressions was utilized to analyze total of 2,994 patients from METABRIC, TCGA, GSE21094, GSE22358, GSE25088, GSE32646, and GSE2603 cohorts.
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The intratumoral genetic NLR previously defined as the ratio of CD66b (CEACAM8) and CD8 (CD8A) gene expressions was utilized to analyze total of 2,994 patients from METABRIC, TCGA, GSE21094, GSE22358, GSE25088, GSE32646, and GSE2603 cohorts.
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Complete file
{"sci_version": "1.0", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:34873491", "kind": "science-record", "revision": 3, "content_hash": "sha256:97036daa46a435e05a0034dfe335b5c02ff80d690c9b44c25bf251cebf0f6d16", "created_at": "2026-11-01T17:36:35Z", "updated_at": "2026-11-01T21:26:45Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "partial", "title": "Low intratumoral genetic neutrophil-to-lymphocyte ratio (NLR) is associated with favorable tumor immune microenvironment and with survival in triple negative breast cancer (TNBC).", "doi": null, "pmid": "34873491", "authors": ["Yoshihisa Tokumaru", "Masanori Oshi", "Vijayashree Murthy", "Wanqing Tian", "Li Yan", "Fernando A Angarita", "Masayuki Nagahashi", "Nobuhisa Matsuhashi", "Manabu Futamura", "Kazuhiro Yoshida", "Yasuo Miyoshi", "Kazuaki Takabe"], "journal": "American journal of cancer research", "year": 2021, "abstract": "Patients with triple negative breast cancer (TNBC) have a poor prognosis. A novel prognostic biomarker may guide management by appropriately selecting patients for particular treatments. Peripheral blood neutrophil-to-lymphocyte ratio (NLR) was reported to associate with cancer progression, thus we hypothesized that intratumor genetic NLR will reflect tumor immune microenvironment (TIME) and breast cancer biology. The intratumoral genetic NLR previously defined as the ratio of CD66b (CEACAM8) and CD8 (CD8A) gene expressions was utilized to analyze total of 2,994 patients from METABRIC, TCGA, GSE21094, GSE22358, GSE25088, GSE32646, and GSE2603 cohorts. Intratumoral genetic NLR did not correlate with cancer stage nor clinical parameters of cancer cell proliferation such as Nottingham histological grade or MKI67 expression levels in neither the METABRIC or TCGA cohorts. Intratumoral genetic NLR-high breast cancer was not associated with pathologic complete response (pCR) after neoadjuvant chemotherapy in 5 independent cohorts with different regimens. Despite these results, intratumoral genetic NLR-high TNBC demonstrated worse disease-free, disease-specific, and overall survival. Intratumoral genetic NLR-low TNBC enriched multiple immune-related gene sets, was associated with higher favorable immune-related scores and with a favorable TIME, whereas no gene sets enriched to NLR-high TNBC. In conclusion, intratumoral genetic NLR-low TNBC was associated with favorable TIME and with better survival.", "claims": [{"id": "claim-method", "statement": "The intratumoral genetic NLR previously defined as the ratio of CD66b (CEACAM8) and CD8 (CD8A) gene expressions was utilized to analyze total of 2,994 patients from METABRIC, TCGA, GSE21094, GSE22358, GSE25088, GSE32646, and GSE2603 cohorts.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:34873491", "locator": "sections[0] \"Abstract\" paragraph 1", "quote": "The intratumoral genetic NLR previously defined as the ratio of CD66b (CEACAM8) and CD8 (CD8A) gene expressions was utilized to analyze total of 2,994 patients from METABRIC, TCGA, GSE21094, GSE22358, GSE25088, GSE32646, and GSE2603 cohorts."}], "state": "complete"}, {"id": "claim-data-access", "statement": "The intratumoral genetic NLR previously defined as the ratio of CD66b (CEACAM8) and CD8 (CD8A) gene expressions was utilized to analyze total of 2,994 patients from METABRIC, TCGA, GSE21094, GSE22358, GSE25088, GSE32646, and GSE2603 cohorts.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:34873491", "locator": "sections[0] \"Abstract\" paragraph 1", "quote": "The intratumoral genetic NLR previously defined as the ratio of CD66b (CEACAM8) and CD8 (CD8A) gene expressions was utilized to analyze total of 2,994 patients from METABRIC, TCGA, GSE21094, GSE22358, GSE25088, GSE32646, and GSE2603 cohorts."}], "state": "complete"}, {"id": "claim-target-result", "statement": "In conclusion, intratumoral genetic NLR-low TNBC was associated with favorable TIME and with better survival.", "kind": "qualitative", "target": null, "evidence": [{"asset": "source:pmid:34873491", "locator": "sections[0] \"Abstract\" paragraph 1", "quote": "In conclusion, intratumoral genetic NLR-low TNBC was associated with favorable TIME and with better survival."}], "state": "complete"}], "gaps": ["doi"]}, "experiment": {"state": "complete", "objective": "In conclusion, intratumoral genetic NLR-low TNBC was associated with favorable TIME and with better survival.", "steps": [{"id": "read_published_estimate", "order": 1, "name": "Read the published estimate from the source", "kind": "other", "state": "complete", "blocked_on": null, "description": "The claim, method and evidence span published with the source article.", "duration_hours": null, "parameters": {}, "inputs": ["source:pmid:34873491"], "outputs": ["the published estimate and its evidence"], "instruments": [], "reagents": []}, {"id": "obtain_source_data", "order": 2, "name": "Obtain the source data from the named repository", "kind": "data-preparation", "state": "complete", "blocked_on": null, "description": "The GEO series accession resolves and its sample accessions are listed. 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