Single-cell transcriptomics reveals subtype-specific molecular profiles in Nrf2-deficient macrophages from murine atherosclerotic aortas

2023
journal article
article
3
dc.abstract.enNuclear factor erythroid 2-related factor 2 (Nrf2) is a transcriptional regulator of antioxidant and anti-inflammatory response in all cell types. It also activates the transcription of genes important for macrophage function. Nrf2 activity declines with age and has been closely linked to atherosclerosis, but its specific role in this vascular pathology is not clear. Atherosclerotic plaques contain several macrophage subsets with distinct, yet not completely understood, functions in the lesion development. The aim of this study was to analyze the transcriptome of diverse Nrf2-deficient macrophage subpopulations from murine atherosclerotic aortas. Mice with transcriptionally inactive Nrf2 in Cdh5-expressing cells (Nrf2Cdh5tKO) were used in the experiments. These mice lack transcriptional Nrf2 activity in endothelial cells, but also in a proportion of leukocytes. We confirmed that the bone marrow-derived and tissue-resident macrophages isolated from Nrf2Cdh5tKO mice exhibit a significant decline in Nrf2 activity. Atherosclerosis was induced in Nrf2Cdh5tKO and appropriate control mice via adeno-associated viral vector (AAV)-mediated overexpression of murine proprotein convertase subtilisin/kexin type 9 (Pcsk9) in the liver and high-fat diet feeding. After 21 weeks, live aortic cells were sorted on FACS and single-cell RNA sequencing (scRNA-seq) was performed. Unsupervised clustering singled out 13 distinct aortic cell types. Among macrophages, 9 subclusters were identified. Differential gene expression analysis revealed cell subtype-specific expression patterns. A subset of inflammatory macrophages from atherosclerotic Nrf2Cdh5tKO mice demonstrated downregulation of DNA replication genes (e.g. Mcm7, Lig1, Pola1) concomitant with upregulation of DNA damage sensor Atr gene. Atherosclerotic Nrf2Cdh5tKO Lyve1+ resident macrophages showed strong upregulation of IFN-stimulated genes, as well as changes in the expression of death pathways-associated genes (Slc40a1, Bcl2a1). Furthermore, we observed subtype-specific expression of core ferroptosis genes (e.g. Cp, Hells, Slc40a1) in inflammatory versus tissue resident macrophages. This observation suggested a link between ferroptosis and inflammatory microenvironment appearing at a very early stage of atherogenesis. Our findings indicate that Nrf2 deficiency in aortic macrophages leads to subtype-specific transcriptomic changes associated with inflammation, iron homeostasis, cell injury or death pathways. This may help understanding the role of aging-associated decline of Nrf2 activity and the function of specific macrophage subtypes in atherosclerotic lesion development.pl
dc.affiliationWydział Biochemii, Biofizyki i Biotechnologii : Zakład Biotechnologii Medycznejpl
dc.affiliationWydział Biochemii, Biofizyki i Biotechnologii : Pracownia Biologii Komórek Macierzystychpl
dc.affiliationWydział Lekarski : Instytut Pediatriipl
dc.affiliationSzkoła Doktorska Nauk Ścisłych i Przyrodniczychpl
dc.cm.id113559
dc.cm.idOmegaUJCMb213d9d0370242cc9399cac01e7e367b
dc.cm.idOmegaUJCMb213d9d0370242cc9399cac01e7e367bpl
dc.contributor.authorSarad, Katarzyna - 247086 pl
dc.contributor.authorStefańska, Monika - 229341 pl
dc.contributor.authorKraszewska, Izabela - 217379 pl
dc.contributor.authorSzade, Krzysztof - 109224 pl
dc.contributor.authorSluimer, Judith C.pl
dc.contributor.authorBłyszczuk, Przemysław - 262413 pl
dc.contributor.authorDulak, Józef - 127818 pl
dc.contributor.authorJaźwa-Kusior, Agnieszka - 173361 pl
dc.date.accession2023-10-30pl
dc.date.accessioned2023-10-24T11:11:33Z
dc.date.available2023-10-24T11:11:33Z
dc.date.issued2023pl
dc.date.openaccess0
dc.description.accesstimew momencie opublikowania
dc.description.additionalOnline First 2023-06-28pl
dc.description.versionostateczna wersja wydawcy
dc.description.volume14pl
dc.identifier.articleid1249379pl
dc.identifier.doi10.3389/fimmu.2023.1249379pl
dc.identifier.eissn1664-3224pl
dc.identifier.issn1664-3224pl
dc.identifier.urihttps://ruj.uj.edu.pl/xmlui/handle/item/321927
dc.identifier.weblinkhttps://www.frontiersin.org/articles/10.3389/fimmu.2023.1249379/fullpl
dc.languageengpl
dc.language.containerengpl
dc.pbn.affiliationDziedzina nauk ścisłych i przyrodniczych : nauki biologiczne
dc.pbn.affiliationDziedzina nauk medycznych i nauk o zdrowiu : nauki medyczne
dc.rightsUdzielam licencji. Uznanie autorstwa 4.0 Międzynarodowa*
dc.rights.licenceCC-BY
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/legalcode.pl*
dc.share.typeOtwarte czasopismo
dc.subject.enatherosclerosispl
dc.subject.enScRNA-seqpl
dc.subject.enNrf2pl
dc.subject.enmacrophagespl
dc.subject.enheterogeneitypl
dc.subject.enmonocytespl
dc.subtypeArticlepl
dc.titleSingle-cell transcriptomics reveals subtype-specific molecular profiles in Nrf2-deficient macrophages from murine atherosclerotic aortaspl
dc.title.journalFrontiers in Immunologypl
dc.typeJournalArticlepl
dspace.entity.typePublication
dc.abstract.enpl
Nuclear factor erythroid 2-related factor 2 (Nrf2) is a transcriptional regulator of antioxidant and anti-inflammatory response in all cell types. It also activates the transcription of genes important for macrophage function. Nrf2 activity declines with age and has been closely linked to atherosclerosis, but its specific role in this vascular pathology is not clear. Atherosclerotic plaques contain several macrophage subsets with distinct, yet not completely understood, functions in the lesion development. The aim of this study was to analyze the transcriptome of diverse Nrf2-deficient macrophage subpopulations from murine atherosclerotic aortas. Mice with transcriptionally inactive Nrf2 in Cdh5-expressing cells (Nrf2Cdh5tKO) were used in the experiments. These mice lack transcriptional Nrf2 activity in endothelial cells, but also in a proportion of leukocytes. We confirmed that the bone marrow-derived and tissue-resident macrophages isolated from Nrf2Cdh5tKO mice exhibit a significant decline in Nrf2 activity. Atherosclerosis was induced in Nrf2Cdh5tKO and appropriate control mice via adeno-associated viral vector (AAV)-mediated overexpression of murine proprotein convertase subtilisin/kexin type 9 (Pcsk9) in the liver and high-fat diet feeding. After 21 weeks, live aortic cells were sorted on FACS and single-cell RNA sequencing (scRNA-seq) was performed. Unsupervised clustering singled out 13 distinct aortic cell types. Among macrophages, 9 subclusters were identified. Differential gene expression analysis revealed cell subtype-specific expression patterns. A subset of inflammatory macrophages from atherosclerotic Nrf2Cdh5tKO mice demonstrated downregulation of DNA replication genes (e.g. Mcm7, Lig1, Pola1) concomitant with upregulation of DNA damage sensor Atr gene. Atherosclerotic Nrf2Cdh5tKO Lyve1+ resident macrophages showed strong upregulation of IFN-stimulated genes, as well as changes in the expression of death pathways-associated genes (Slc40a1, Bcl2a1). Furthermore, we observed subtype-specific expression of core ferroptosis genes (e.g. Cp, Hells, Slc40a1) in inflammatory versus tissue resident macrophages. This observation suggested a link between ferroptosis and inflammatory microenvironment appearing at a very early stage of atherogenesis. Our findings indicate that Nrf2 deficiency in aortic macrophages leads to subtype-specific transcriptomic changes associated with inflammation, iron homeostasis, cell injury or death pathways. This may help understanding the role of aging-associated decline of Nrf2 activity and the function of specific macrophage subtypes in atherosclerotic lesion development.
dc.affiliationpl
Wydział Biochemii, Biofizyki i Biotechnologii : Zakład Biotechnologii Medycznej
dc.affiliationpl
Wydział Biochemii, Biofizyki i Biotechnologii : Pracownia Biologii Komórek Macierzystych
dc.affiliationpl
Wydział Lekarski : Instytut Pediatrii
dc.affiliationpl
Szkoła Doktorska Nauk Ścisłych i Przyrodniczych
dc.cm.id
113559
dc.cm.idOmega
UJCMb213d9d0370242cc9399cac01e7e367b
dc.cm.idOmegapl
UJCMb213d9d0370242cc9399cac01e7e367b
dc.contributor.authorpl
Sarad, Katarzyna - 247086
dc.contributor.authorpl
Stefańska, Monika - 229341
dc.contributor.authorpl
Kraszewska, Izabela - 217379
dc.contributor.authorpl
Szade, Krzysztof - 109224
dc.contributor.authorpl
Sluimer, Judith C.
dc.contributor.authorpl
Błyszczuk, Przemysław - 262413
dc.contributor.authorpl
Dulak, Józef - 127818
dc.contributor.authorpl
Jaźwa-Kusior, Agnieszka - 173361
dc.date.accessionpl
2023-10-30
dc.date.accessioned
2023-10-24T11:11:33Z
dc.date.available
2023-10-24T11:11:33Z
dc.date.issuedpl
2023
dc.date.openaccess
0
dc.description.accesstime
w momencie opublikowania
dc.description.additionalpl
Online First 2023-06-28
dc.description.version
ostateczna wersja wydawcy
dc.description.volumepl
14
dc.identifier.articleidpl
1249379
dc.identifier.doipl
10.3389/fimmu.2023.1249379
dc.identifier.eissnpl
1664-3224
dc.identifier.issnpl
1664-3224
dc.identifier.uri
https://ruj.uj.edu.pl/xmlui/handle/item/321927
dc.identifier.weblinkpl
https://www.frontiersin.org/articles/10.3389/fimmu.2023.1249379/full
dc.languagepl
eng
dc.language.containerpl
eng
dc.pbn.affiliation
Dziedzina nauk ścisłych i przyrodniczych : nauki biologiczne
dc.pbn.affiliation
Dziedzina nauk medycznych i nauk o zdrowiu : nauki medyczne
dc.rights*
Udzielam licencji. Uznanie autorstwa 4.0 Międzynarodowa
dc.rights.licence
CC-BY
dc.rights.uri*
http://creativecommons.org/licenses/by/4.0/legalcode.pl
dc.share.type
Otwarte czasopismo
dc.subject.enpl
atherosclerosis
dc.subject.enpl
ScRNA-seq
dc.subject.enpl
Nrf2
dc.subject.enpl
macrophages
dc.subject.enpl
heterogeneity
dc.subject.enpl
monocytes
dc.subtypepl
Article
dc.titlepl
Single-cell transcriptomics reveals subtype-specific molecular profiles in Nrf2-deficient macrophages from murine atherosclerotic aortas
dc.title.journalpl
Frontiers in Immunology
dc.typepl
JournalArticle
dspace.entity.type
Publication
Affiliations

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