Cargando…

Revealing Potential Spinal Cord Injury Biomarkers and Immune Cell Infiltration Characteristics in Mice

Spinal cord injury (SCI) is a disabling condition with significant morbidity and mortality. Currently, no effective SCI treatment exists. This study aimed to identify potential biomarkers and characterize the properties of immune cell infiltration during this pathological event. To eliminate batch e...

Descripción completa

Detalles Bibliográficos
Autores principales: Cao, Liang, Li, Qing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9189360/
https://www.ncbi.nlm.nih.gov/pubmed/35706450
http://dx.doi.org/10.3389/fgene.2022.883810
_version_ 1784725568825065472
author Cao, Liang
Li, Qing
author_facet Cao, Liang
Li, Qing
author_sort Cao, Liang
collection PubMed
description Spinal cord injury (SCI) is a disabling condition with significant morbidity and mortality. Currently, no effective SCI treatment exists. This study aimed to identify potential biomarkers and characterize the properties of immune cell infiltration during this pathological event. To eliminate batch effects, we concurrently analyzed two mouse SCI datasets (GSE5296, GSE47681) from the GEO database. First, we identified differentially expressed genes (DEGs) using linear models for microarray data (LIMMA) and performed functional enrichment studies on those DEGs. Next, we employed bioinformatics and machine-learning methods to identify and define the characteristic genes of SCI. Finally, we validated them using immunofluorescence and qRT-PCR. Additionally, this study assessed the inflammatory status of SCI by identifying cell types using CIBERSORT. Furthermore, we investigated the link between key markers and infiltrating immune cells. In total, we identified 561 robust DEGs. We identified Rab20 and Klf6 as SCI-specific biomarkers and demonstrated their significance using qRT-PCR in the mouse model. According to the examination of immune cell infiltration, M0, M1, and M2 macrophages, along with naive CD8, dendritic cell-activated, and CD4 Follicular T cells may have a role in the progression of SCI. Therefore, Rab20 and Klf6 could be accessible targets for diagnosing and treating SCI. Moreover, as previously stated, immune cell infiltration may significantly impact the development and progression of SCI.
format Online
Article
Text
id pubmed-9189360
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-91893602022-06-14 Revealing Potential Spinal Cord Injury Biomarkers and Immune Cell Infiltration Characteristics in Mice Cao, Liang Li, Qing Front Genet Genetics Spinal cord injury (SCI) is a disabling condition with significant morbidity and mortality. Currently, no effective SCI treatment exists. This study aimed to identify potential biomarkers and characterize the properties of immune cell infiltration during this pathological event. To eliminate batch effects, we concurrently analyzed two mouse SCI datasets (GSE5296, GSE47681) from the GEO database. First, we identified differentially expressed genes (DEGs) using linear models for microarray data (LIMMA) and performed functional enrichment studies on those DEGs. Next, we employed bioinformatics and machine-learning methods to identify and define the characteristic genes of SCI. Finally, we validated them using immunofluorescence and qRT-PCR. Additionally, this study assessed the inflammatory status of SCI by identifying cell types using CIBERSORT. Furthermore, we investigated the link between key markers and infiltrating immune cells. In total, we identified 561 robust DEGs. We identified Rab20 and Klf6 as SCI-specific biomarkers and demonstrated their significance using qRT-PCR in the mouse model. According to the examination of immune cell infiltration, M0, M1, and M2 macrophages, along with naive CD8, dendritic cell-activated, and CD4 Follicular T cells may have a role in the progression of SCI. Therefore, Rab20 and Klf6 could be accessible targets for diagnosing and treating SCI. Moreover, as previously stated, immune cell infiltration may significantly impact the development and progression of SCI. Frontiers Media S.A. 2022-05-30 /pmc/articles/PMC9189360/ /pubmed/35706450 http://dx.doi.org/10.3389/fgene.2022.883810 Text en Copyright © 2022 Cao and Li. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Genetics
Cao, Liang
Li, Qing
Revealing Potential Spinal Cord Injury Biomarkers and Immune Cell Infiltration Characteristics in Mice
title Revealing Potential Spinal Cord Injury Biomarkers and Immune Cell Infiltration Characteristics in Mice
title_full Revealing Potential Spinal Cord Injury Biomarkers and Immune Cell Infiltration Characteristics in Mice
title_fullStr Revealing Potential Spinal Cord Injury Biomarkers and Immune Cell Infiltration Characteristics in Mice
title_full_unstemmed Revealing Potential Spinal Cord Injury Biomarkers and Immune Cell Infiltration Characteristics in Mice
title_short Revealing Potential Spinal Cord Injury Biomarkers and Immune Cell Infiltration Characteristics in Mice
title_sort revealing potential spinal cord injury biomarkers and immune cell infiltration characteristics in mice
topic Genetics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9189360/
https://www.ncbi.nlm.nih.gov/pubmed/35706450
http://dx.doi.org/10.3389/fgene.2022.883810
work_keys_str_mv AT caoliang revealingpotentialspinalcordinjurybiomarkersandimmunecellinfiltrationcharacteristicsinmice
AT liqing revealingpotentialspinalcordinjurybiomarkersandimmunecellinfiltrationcharacteristicsinmice