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pmid:34510311

FURIN correlated with immune infiltration serves as a potential biomarker in SARS-CoV-2 infection-related lung adenocarcinoma.

Lianxiang Luo · Manshan Li · Jiating Su · Xinyue Yao · Hui Luo

Clinical and experimental medicine · 2022 doi:10.1007/s10238-021-00760-6

Paper

complete

Experiment

complete

Data

partial

Analysis

partial

Execution

absent

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Record details sci_version · id · kind · revision · content_hash · schema · created_at · updated_at · generator
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pmid:34510311
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science-record
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2026-11-01T15:41:51Z
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title
FURIN correlated with immune infiltration serves as a potential biomarker in SARS-CoV-2 infection-related lung adenocarcinoma.
doi
10.1007/s10238-021-00760-6
pmid
34510311
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[0]
Lianxiang Luo
[1]
Manshan Li
[2]
Jiating Su
[3]
Xinyue Yao
[4]
Hui Luo
journal
Clinical and experimental medicine
year
2022
abstract
FURIN, as a proprotein convertase, has been found to be expressed in a variety of cancers and plays an important role in cancer. In addition, severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) requires FURIN to enter human cells. However, the role of FURIN in lung adenocarcinoma remains unclear. And the expression of SARS-CoV-2 related gene in lung adenocarcinoma has not been clarified. Therefore, in order to explore the prognostic value and mechanism of FURIN in lung adenocarcinoma, we performed bioinformatics analysis with Oncomine, Tumor Immune Estimation Resource, Gene Expression Profiling Interactive Analysis, human protein atlas, UALCAN, PrognoScan, Kaplan-Meier plotter, cBioPortal and LinkedOmics databases. And then we used GSE44274 in the GEO (Gene Expression Omnibus) database to analyze the expression of FURIN in LUAD patients who infected with SARS-CoV. FURIN was highly expressed in lung adenocarcinoma and was significantly associated with poor overall survival. FURIN expression was found to be correlated with six major permeable immune cells and with macrophage immune marker in LUAD patients. In addition, SARS-CoV-2 infection might affect the expression of FURIN. FURIN can be used as a promising biomarker for determining prognosis and immune infiltration in LUAD patients.
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Then, we used the Kaplan–Meier plotter to further validate the prognosis of FURIN expression.
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sections[17] "Prognosis analysis of FURIN expression in LUAD" paragraph 4
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Then, we used the Kaplan–Meier plotter to further validate the prognosis of FURIN expression.
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sections[3] "Oncomine database analysis" paragraph 2
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This study used tumor database to analyze the expression level of FURIN in LUAD.
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Gene Expression Analysis of Host Immune Responses in the UV inactivated SARS-CoV-immunized mice following Lethal SARS-CoV Infection
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Correlation analysis between FURIN and related genes and markers of immune cells in TIMER
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Correlation analysis between FURIN mRNA levels and different subgroup markers of immune cells
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Correlation analysis between FURIN and related genes and markers of immune cells in TIMER
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Complete file
{"sci_version": "1.2", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:34510311", "kind": "science-record", "revision": 7, "content_hash": "sha256:2d33abf76617d5d5e677c553945bfd67cb0d247d33847ce15fc1eeee01a1cbfe", "created_at": "2026-11-01T15:41:51Z", "updated_at": "2026-11-01T21:26:11Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "FURIN correlated with immune infiltration serves as a potential biomarker in SARS-CoV-2 infection-related lung adenocarcinoma.", "doi": "10.1007/s10238-021-00760-6", "pmid": "34510311", "authors": ["Lianxiang Luo", "Manshan Li", "Jiating Su", "Xinyue Yao", "Hui Luo"], "journal": "Clinical and experimental medicine", "year": 2022, "abstract": "FURIN, as a proprotein convertase, has been found to be expressed in a variety of cancers and plays an important role in cancer. In addition, severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) requires FURIN to enter human cells. However, the role of FURIN in lung adenocarcinoma remains unclear. And the expression of SARS-CoV-2 related gene in lung adenocarcinoma has not been clarified. Therefore, in order to explore the prognostic value and mechanism of FURIN in lung adenocarcinoma, we performed bioinformatics analysis with Oncomine, Tumor Immune Estimation Resource, Gene Expression Profiling Interactive Analysis, human protein atlas, UALCAN, PrognoScan, Kaplan-Meier plotter, cBioPortal and LinkedOmics databases. And then we used GSE44274 in the GEO (Gene Expression Omnibus) database to analyze the expression of FURIN in LUAD patients who infected with SARS-CoV. FURIN was highly expressed in lung adenocarcinoma and was significantly associated with poor overall survival. FURIN expression was found to be correlated with six major permeable immune cells and with macrophage immune marker in LUAD patients. In addition, SARS-CoV-2 infection might affect the expression of FURIN. FURIN can be used as a promising biomarker for determining prognosis and immune infiltration in LUAD patients.", "claims": [{"id": "claim-method", "statement": "Then, we used the Kaplan–Meier plotter to further validate the prognosis of FURIN expression.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:34510311", "locator": "sections[17] \"Prognosis analysis of FURIN expression in LUAD\" paragraph 4", "quote": "Then, we used the Kaplan–Meier plotter to further validate the prognosis of FURIN expression."}], "state": "complete"}, {"id": "claim-data-access", "statement": "This study used tumor database to analyze the expression level of FURIN in LUAD.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:34510311", "locator": "sections[3] \"Oncomine database analysis\" paragraph 2", "quote": "This study used tumor database to analyze the expression level of FURIN in LUAD."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "complete", "objective": null, "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:34510311"], "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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"TBX21", "− 0.096", "3.35E−02", "− 0.129", "3.43E−03"], ["STAT4", "− 0.146", "1.11E−03", "− 0.166", "1.60E−04"], ["IFNG", "− 0.107", "1.78E−02", "− 0.139", "1.57E−03"], ["Th2", "STAT6", "0.175", "9.21E−05", "0.174", "7.51E−05"], ["STAT5A", "− 0.13", "3.95E−03", "− 0.16", "2.77E−04"], ["IL13", "− 0.102", "2.34E−02", "− 0.118", "7.52E−03"], ["Tfh", "BCL6", "0.114", "1.12E−02", "0.109", "1.29E−02"], ["ICOS", "− 0.197", "1.10E−05", "− 0.214", "9.84E−07"], ["CXCL13", "− 0.142", "1.52E−03", "− 0.159", "2.87E−04"], ["Th17", "STAT3", "− 0.298", "1.48E−11", "0.293", "1.21E−11"], ["Treg", "STAT5B", "0.148", "9.97E−04", "0.13", "3.05E−03"], ["TGFB1", "− 0.093", "4.00E−02", "− 0.116", "8.59E−03"], ["T cell exhaustion", "CTLA4", "− 0.12", "7.78E−03", "− 0.152", "5.62E−04"], ["LAG3", "− 0.084", "6.18E−02", "− 0.117", "7.68E−03"], ["HAVCR2", "− 0.252", "1.38E−08", "− 0.265", "1.09E−09"]], "row_count": 35, "column_count": 6, "numeric_cells": 134, "header_rows": 3, "locator": 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