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pmid:33388093

IFI27 may predict and evaluate the severity of respiratory syncytial virus infection in preterm infants.

Junyan Gao · Xueping Zhu · Mingfu Wu · Lijun Jiang · Fudong Wang · Shan He

Hereditas · 2021 doi:10.1186/s41065-020-00167-5

Paper

complete

Experiment

partial

Data

partial

Analysis

partial

Execution

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Record details sci_version · id · kind · revision · content_hash · schema · created_at · updated_at · generator
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pmid:33388093
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2026-11-01T15:41:21Z
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paper object · 10 fields
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title
IFI27 may predict and evaluate the severity of respiratory syncytial virus infection in preterm infants.
doi
10.1186/s41065-020-00167-5
pmid
33388093
authors array · 6 items
[0]
Junyan Gao
[1]
Xueping Zhu
[2]
Mingfu Wu
[3]
Lijun Jiang
[4]
Fudong Wang
[5]
Shan He
journal
Hereditas
year
2021
abstract
BACKGROUND: Preterm infants are a special population that vulnerable to respiratory syncytial virus (RSV) infection and the lower respiratory tract infections (LRTIs) caused by RSV could be severe and even life-threating. The purpose of the present study was to identify candidate genes of preterm infants who are susceptible to RSV infection and provide a new insight into the pathogenesis of RSV infection. METHODS: Three datasets (GSE77087, GSE69606 and GSE41374) containing 183 blood samples of RSV infected patients and 33 blood samples of healthy controls from Gene Expression Omnibus (GEO) database were downloaded and the differentially expressed genes (DEGs) were screened out. The function and pathway enrichments were analyzed through Database for Annotation, Visualization and Integrated Discovery (DAVID) website. The protein-protein interaction (PPI) network for DEGs was constructed through Search Tool for the Retrieval of Interacting Genes (STRING). The module analysis was performed by Cytoscape software and hub genes were identified. Clinical verification was employed to verify the expression level of top five hub genes among 72 infants including 50 RSV infected patients and 22 non-RSV-infected patients hospitalized in our center. Further, the RSV infected infants with high-expression IFI27 and those with low-expression IFI27 were compared (defined as higher or lower than the median mRNA level). Finally, the gene set enrichment analysis (GSEA) focusing on IFI27 was carried out. RESULTS: Totally, 4028 DEGs were screened out and among which, 131 most significant DEGs were selected. Subsequently, 13 hub genes were identified, and function and pathway enrichments of hub genes mainly were: response to virus, defense response to virus, regulation of viral genome replication and regulation of viral life cycle. Furthermore, IFI27 was confirmed to be the most significantly expressed in clinical verification. Gene sets associated with calcium signaling pathway, arachidonic acid metabolism, extracellular matrix receptor interaction and so on were significantly enriched when IFI27 was highly expressed. Moreover, high-expression IFI27 was associated with more severe cases (p = 0.041), more requirements of mechanical ventilation (p = 0.034), more frequent hospitalization (p < 0.001) and longer cumulative hospital stay (p = 0.012). CONCLUSION: IFI27 might serve to predict RSV infection and evaluate the severity of RSV infection in preterm infants.
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the meta-analysis (Combining Effect Sizes method) was adopted to determine the DEGs between groups (p < 0.05 was considered statistically significant).
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The part of original data for bioinformatical analysis can be found at GEO database (http://www.ncbi.nlm.nih.gov/geo) and the part of the clinical data could be obtained from the authors if the editor or reviewer request.
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PPI network construction and hub genes identification
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The names, abbreviations and main functions of the 13 hub genes
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[1]
IFI27
[2]
interferon alpha inducible protein 27
[3]
May relate to pathways of Innate Immune System and Interferon gamma signaling.
[4]
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IFITM1
[2]
Interferon Induced Transmembrane Protein 1
[3]
May relate to pathways of Class I MHC mediated antigen processing and presentation and B cell receptor signaling pathway
[4]
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[1]
IFI44
[2]
Interferon Induced Protein 44
[3]
May participate the pathogenesis of Hepatitis D and Limited Scleroderma.
[4]
6.469
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[1]
IFI44L
[2]
Interferon Induced Protein 44 Like
[3]
Diseases associated with IFI44L include Lymph Node Tuberculosis and Aicardi-Goutieres Syndrome.
[4]
6.449
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LY6E
[2]
Lymphocyte Antigen 6 Family Member
[3]
Diseases associated with LY6E include T-Cell Lymphoma, Subcutaneous Panniculitis-Like and Acute Promyelocytic Leukemia
[4]
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[2]
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[3]
May relate to pathways of Innate Immune System and PI3K-Akt signaling pathway.
[4]
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[2]
Interferon Alpha Inducible Protein 6
[3]
May play a critical role in the regulation of apoptosis
[4]
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Activates latent RNase L resulting in viral RNA degradation and the inhibition of viral replication
[4]
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[2]
ISG15 Ubiquitin Like Modifie
[3]
Chemotactic activity towards neutrophils, direction of ligated target proteins to intermediate filaments, cell-to-cell signaling, and antiviral activity during viral infections
[4]
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[2]
Radical S-Adenosyl Methionine Domain Containing 2
[3]
Diseases associated with RSAD2 include Yellow Fever and Chikungunya
[4]
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EIF2AK2
[2]
Eukaryotic Translation Initiation Factor 2 Alpha Kinase 2
[3]
Diseases associated with EIF2AK2 include Herpes Simplex and Hepatitis C
[4]
6.213
[12] array · 5 items
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PLSCR1
[2]
Phospholipid Scramblase 1
[3]
May mediate accelerated ATP-independent bidirectional transbilayer migration of phospholipids upon binding calcium ions
[4]
6.193
[13] array · 5 items
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10
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IFITM3
[2]
Interferon Induced Transmembrane Protein 3
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Helps confer immunity to influenza A H1N1 virus, West Nile virus, and dengue virus
[4]
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The clinical characteristics of the 50 RSV infected patients
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Expressions of key genes in RSV infection
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The clinical characteristics of the 50 RSV infected patients
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IFI27 expression level
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{"sci_version": "1.2", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:33388093", "kind": "science-record", "revision": 7, "content_hash": "sha256:35d12c9b6766ddc564b50cacfa09b0e5c62e56c101f6e4a9d045049b47a6d141", "created_at": "2026-11-01T15:41:21Z", "updated_at": "2026-11-01T22:02:51Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "IFI27 may predict and evaluate the severity of respiratory syncytial virus infection in preterm infants.", "doi": "10.1186/s41065-020-00167-5", "pmid": "33388093", "authors": ["Junyan Gao", "Xueping Zhu", "Mingfu Wu", "Lijun Jiang", "Fudong Wang", "Shan He"], "journal": "Hereditas", "year": 2021, "abstract": "BACKGROUND: Preterm infants are a special population that vulnerable to respiratory syncytial virus (RSV) infection and the lower respiratory tract infections (LRTIs) caused by RSV could be severe and even life-threating. The purpose of the present study was to identify candidate genes of preterm infants who are susceptible to RSV infection and provide a new insight into the pathogenesis of RSV infection.\nMETHODS: Three datasets (GSE77087, GSE69606 and GSE41374) containing 183 blood samples of RSV infected patients and 33 blood samples of healthy controls from Gene Expression Omnibus (GEO) database were downloaded and the differentially expressed genes (DEGs) were screened out. The function and pathway enrichments were analyzed through Database for Annotation, Visualization and Integrated Discovery (DAVID) website. The protein-protein interaction (PPI) network for DEGs was constructed through Search Tool for the Retrieval of Interacting Genes (STRING). The module analysis was performed by Cytoscape software and hub genes were identified. Clinical verification was employed to verify the expression level of top five hub genes among 72 infants including 50 RSV infected patients and 22 non-RSV-infected patients hospitalized in our center. Further, the RSV infected infants with high-expression IFI27 and those with low-expression IFI27 were compared (defined as higher or lower than the median mRNA level). Finally, the gene set enrichment analysis (GSEA) focusing on IFI27 was carried out.\nRESULTS: Totally, 4028 DEGs were screened out and among which, 131 most significant DEGs were selected. Subsequently, 13 hub genes were identified, and function and pathway enrichments of hub genes mainly were: response to virus, defense response to virus, regulation of viral genome replication and regulation of viral life cycle. Furthermore, IFI27 was confirmed to be the most significantly expressed in clinical verification. Gene sets associated with calcium signaling pathway, arachidonic acid metabolism, extracellular matrix receptor interaction and so on were significantly enriched when IFI27 was highly expressed. Moreover, high-expression IFI27 was associated with more severe cases (p = 0.041), more requirements of mechanical ventilation (p = 0.034), more frequent hospitalization (p < 0.001) and longer cumulative hospital stay (p = 0.012).\nCONCLUSION: IFI27 might serve to predict RSV infection and evaluate the severity of RSV infection in preterm infants.", "claims": [{"id": "claim-method", "statement": "the meta-analysis (Combining Effect Sizes method) was adopted to determine the DEGs between groups (p < 0.05 was considered statistically significant).", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:33388093", "locator": "sections[4] \"Identification of DEGs\" paragraph 2", "quote": "the meta-analysis (Combining Effect Sizes method) was adopted to determine the DEGs between groups (p < 0.05 was considered statistically significant)."}], "state": "complete"}, {"id": "claim-data-access", "statement": "The part of original data for bioinformatical analysis can be found at GEO database (http://www.ncbi.nlm.nih.gov/geo) and the part of the clinical data could be obtained from the authors if the editor or reviewer request.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:33388093", "locator": "sections[27] \"Availability of data and materials\" paragraph 2", "quote": "The part of original data for bioinformatical analysis can be found at GEO database (http://www.ncbi.nlm.nih.gov/geo) and the part of the clinical data could be obtained from the authors if the editor or reviewer request."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "partial", "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:33388093"], "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": "blocked", "blocked_on": "data:accession_absent", "description": "The GEO series accession resolves and its sample accessions are listed. This lane did not download the dataset or read its licence.", "duration_hours": null, "parameters": {}, "inputs": [], "outputs": ["the source data with its repository provenance"], "instruments": [], "reagents": []}, {"id": "run_analysis", "order": 3, "name": "Run the published analysis", "kind": "analysis", "state": "blocked", "blocked_on": "method:group_comparison_mann_whitney", "description": "Apply the paper's statistical method to the resolved series and compare the result with the published target.", "duration_hours": null, "parameters": {}, "inputs": [], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": ["step:run_analysis blocked on method:group_comparison_mann_whitney", "step:obtain_source_data blocked on data:accession_absent"]}, "data": {"state": "partial", "assets": [{"id": "source:pmid:33388093", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.1186/s41065-020-00167-5", "sha256": "sha256:e7a134715ce2c58a4db997463f4883b18c971393cf4de0a6363cf3be2ef535eb", "bytes": 39984, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.1186/s41065-020-00167-5", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC7778825", "source": "europe_pmc_fulltext", "coverage": "whole_body", "text_hash_scope": "rendered_section_body"}}, {"id": "asset:table:pmid:33388093:1", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:1a7c5bae61a312663be47e347bffe28f30e6bec44fdfdf5a26cafb4a80f89da8", "bytes": 2380, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[16]/table-wrap[1]#Tab1", "version": null, "note": "The names, abbreviations and main functions of the 13 hub genes", "structure": {"pmcid": "PMC7778825", "section_index": 16, "section_title": "PPI network construction and hub genes identification", "row_count": 14, "column_count": 5}, "table": {"label": "Table 1", "caption": "The names, abbreviations and main functions of the 13 hub genes", "rows": [["MCODE score.", "Gene symbol", "Full name", "Function", "EPC score"], ["23", "IFI27", "interferon alpha inducible protein 27", "May relate to pathways of Innate Immune System and Interferon gamma signaling.", "12.309"], ["14", "IFITM1", "Interferon Induced Transmembrane Protein 1", "May relate to pathways of Class I MHC mediated antigen processing and presentation and B cell receptor signaling pathway", "6.575"], ["12", "IFI44", "Interferon Induced Protein 44", "May participate the pathogenesis of Hepatitis D and Limited Scleroderma.", "6.469"], ["12", "IFI44L", "Interferon Induced Protein 44 Like", "Diseases associated with IFI44L include Lymph Node Tuberculosis and Aicardi-Goutieres Syndrome.", "6.449"], ["12", "LY6E", "Lymphocyte Antigen 6 Family Member", "Diseases associated with LY6E include T-Cell Lymphoma, Subcutaneous Panniculitis-Like and Acute Promyelocytic Leukemia", "6.394"], ["11", "OASL", "2′-5′-Oligoadenylate Synthetase Like", "May relate to pathways of Innate Immune System and PI3K-Akt signaling pathway.", "6.379"], ["11", "IFI6", "Interferon Alpha Inducible Protein 6", "May play a critical role in the regulation of apoptosis", "6.343"], ["11", "OAS1", "2′-5′-Oligoadenylate Synthetase 1", "Activates latent RNase L resulting in viral RNA degradation and the inhibition of viral replication", "6.342"], ["11", "ISG15", "ISG15 Ubiquitin Like Modifie", "Chemotactic activity towards neutrophils, direction of ligated target proteins to intermediate filaments, cell-to-cell signaling, and antiviral activity during viral infections", "6.319"], ["10", "RSAD2", "Radical S-Adenosyl Methionine Domain Containing 2", "Diseases associated with RSAD2 include Yellow Fever and Chikungunya", "6.312"], ["10", "EIF2AK2", "Eukaryotic Translation Initiation Factor 2 Alpha Kinase 2", "Diseases associated with EIF2AK2 include Herpes Simplex and Hepatitis C", "6.213"], ["10", "PLSCR1", "Phospholipid Scramblase 1", "May mediate accelerated ATP-independent bidirectional transbilayer migration of phospholipids upon binding calcium ions", "6.193"], ["10", "IFITM3", "Interferon Induced Transmembrane Protein 3", "Helps confer immunity to influenza A H1N1 virus, West Nile virus, and dengue virus", "6.141"]], "row_count": 14, "column_count": 5, "numeric_cells": 44, "header_rows": 1, "locator": "section[16]/table-wrap[1]#Tab1"}}, {"id": "asset:table:pmid:33388093:2", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:176a287fa6a97476deff21b2bd56e68067558be42828dcd542ee98f266147cba", "bytes": 1103, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[17]/table-wrap[1]#Tab2", "version": null, "note": "The clinical characteristics of the 50 RSV infected patients", "structure": {"pmcid": "PMC7778825", "section_index": 17, "section_title": "Expressions of key genes in RSV infection", "row_count": 16, "column_count": 4}, "table": {"label": "Table 2", "caption": "The clinical characteristics of the 50 RSV infected patients", "rows": [["Variables", "IFI27 expression level", "P-value"], ["High-expression (n = 25)", "Low-expression (n = 25)"], ["Age at first admission (months)e", "4.7 (1.8–8.7)", "5.1 (2.1–11.4)", "0.58a"], ["Gender, n (%)"], ["Male", "19 (76.0)", "17 (68.0)", "0.529c"], ["Female", "6 (24.0)", "8 (32.0)", ""], ["Body weight at first admission (kg)e", "4.60 ± 1.25", "6.03 ± 1.84", "0.018a"], ["Gestational age (weeks)", "30.8 ± 2.8", "32.5 ± 3.5", "0.072b"], ["Birth weight (kg)", "1.34 (0.77–3.25)", "1.77 (0.76–3.07)", "0.578a"], ["Severe cases, n (%)", "13 (52.0)", "6 (24.0)", "0.041c"], ["Non-invasive ventilation, n (%)", "14 (56.0)", "14 (56.0)", "0.612c"], ["MV needed, n (%)", "8 (32.0)", "2 (8.0)", "0.034d"], ["Hospitalization frequencye", "", "", "< 0.001c"], ["< 3 times", "7 (28.0)", "20 (80.0)", ""], ["≥ 3 times", "18 (72.0)", "5 (20.0)", ""], ["Cumulative hospital stay (days)e", "19.0 (4.0–41.0)", "9.0 (5.0–22.0)", "0.012 a"]], "row_count": 16, "column_count": 4, "numeric_cells": 39, "header_rows": 2, "locator": "section[17]/table-wrap[1]#Tab2"}}], "gaps": []}, "analysis": {"state": "partial", "methods": [{"id": "method-1", "family": "group_comparison", "specific": "mann_whitney", "label": "Group comparison", "dsl_operations": [], "missing_operations": ["group_comparison_mann_whitney"], "expressible": false, "parameters": {}, "data_shapes": ["two_or_more_groups_continuous"], "evidence": {"score": 0.8, "band": "high", "quote": "Mann-Whitney"}}, {"id": "method-2", "family": "principal_component_analysis", "specific": "pca", 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