Single-cell to pre-clinical evaluation of Trem2, Folr2, and Slc7a7 as macrophage-associated biomarkers for atherosclerosis

dc.contributor.authorÖrd, Tiit
dc.contributor.authorPalani, Senthil
dc.contributor.authorGiroud Gerbetant, Judith
dc.contributor.authorBodoy, Susanna
dc.contributor.authorLönnberg, Tapio
dc.contributor.authorNiskanen, Henri
dc.contributor.authorRavindran, Aarthi
dc.contributor.authorHolappa, Lari
dc.contributor.authorChemaly, Melody
dc.contributor.authorTaipale, Mari
dc.contributor.authorÕunap, Kadri
dc.contributor.authorHaikonen, Retu
dc.contributor.authorTalukdar, Husain
dc.contributor.authorSukhavasi, Katyayani
dc.contributor.authorLiljenbäck, Heidi
dc.contributor.authorVirta, Jenni
dc.contributor.authorRuotsalainen, Anna-Kaisa
dc.contributor.authorPierrot-Blanchet, Clara
dc.contributor.authorMiner, Maxwell W. G.
dc.contributor.authorMoisio, Olli
dc.contributor.authorRajala, Noora
dc.contributor.authorLi, Xiang-Guo
dc.contributor.authorLow, Philip S.
dc.contributor.authorSaraste, Antti
dc.contributor.authorHeinäniemi, Merja
dc.contributor.authorYlä-Herttuala, Seppo
dc.contributor.authorBjörkegren, Johan L. M.
dc.contributor.authorHedin, Ulf
dc.contributor.authorMatic, Ljubica
dc.contributor.authorYvan-Charvet, Laurent
dc.contributor.authorPalacin, Manuel
dc.contributor.authorRoivainen, Anne
dc.contributor.authorKaikkonen, Minna U.
dc.contributor.organizationfi=InFLAMES Lippulaiva|en=InFLAMES Flagship|
dc.contributor.organizationfi=PET-keskus|en=Turku PET Centre|
dc.contributor.organizationfi=Turun biotiedekeskus|en=Turku Bioscience Centre|
dc.contributor.organizationfi=tyks, vsshp|en=tyks, varha|
dc.contributor.organization-code1.2.246.10.2458963.20.14646305228
dc.contributor.organization-code1.2.246.10.2458963.20.18586209670
dc.contributor.organization-code1.2.246.10.2458963.20.68445910604
dc.contributor.organization-code2607051
dc.converis.publication-id505284588
dc.converis.urlhttps://research.utu.fi/converis/portal/Publication/505284588
dc.date.accessioned2026-01-21T14:32:58Z
dc.date.available2026-01-21T14:32:58Z
dc.description.abstract<p><b>Aims</b></p><p>Atherosclerosis is a major global health challenge, with limited diagnostic and therapeutic options. Macrophages drive disease progression, but their tissue-specific phenotypes and functions remain poorly defined. This study aims to elucidate macrophage-driven mechanisms by characterizing their functional diversity across key metabolic and vascular tissues.</p><p><b>Methods and Results</b></p><p>We used single-cell RNA sequencing (scRNA-seq) and Translating Ribosome Affinity Purification sequencing (TRAP-seq) to profile macrophage-specific gene programs in a mouse model of atherosclerosis across the aorta, adipose tissue, and liver. Our data highlights tissue-specific macrophage gene programs and identifies markers that are shared across mouse and human plaques. First, we identified soluble <em>Trem2</em> as a potential circulating biomarker for differentiating between asymptomatic and symptomatic individuals. Secondly, we leveraged the pronounced expression of <em>Folr2</em> and <em>Slc7a7</em> to explore the potential of folate and glutamine as PET tracers for disease burden assessment through <em>in vivo</em> positron emission tomography (PET) imaging. Finally, we show that knockout of <em>Slc7a7</em> inhibits acetylated low-density lipoprotein (AcLDL) uptake and dampens the gene signature linked to lipid-associated macrophages. This suggests that glutamine signaling may play a critical role in foam cell formation, a key event in atherosclerosis.</p><p><b>Conclusions</b></p><p>Our findings provide novel insights into macrophage-specific gene programs during atherosclerosis progression and identify a set of promising biomarkers that can serve as a resource for future studies. These findings could significantly contribute to improving the diagnosis, monitoring, and treatment of atherosclerosis.</p>
dc.identifier.eissn1755-3245
dc.identifier.jour-issn0008-6363
dc.identifier.olddbid213383
dc.identifier.oldhandle10024/196401
dc.identifier.urihttps://www.utupub.fi/handle/11111/55281
dc.identifier.urlhttps://doi.org/10.1093/cvr/cvaf210
dc.identifier.urnURN:NBN:fi-fe202601215508
dc.language.isoen
dc.okm.affiliatedauthorPalani, Senthil
dc.okm.affiliatedauthorLönnberg, Tapio
dc.okm.affiliatedauthorLiljenbäck, Heidi
dc.okm.affiliatedauthorVirta, Jenni
dc.okm.affiliatedauthorMiner, Maxwell
dc.okm.affiliatedauthorMoisio, Olli
dc.okm.affiliatedauthorRajala, Noora
dc.okm.affiliatedauthorLi, Xiang-Guo
dc.okm.affiliatedauthorSaraste, Antti
dc.okm.affiliatedauthorRoivainen, Anne
dc.okm.affiliatedauthorDataimport, tyks, vsshp
dc.okm.discipline3111 Biomedicineen_GB
dc.okm.discipline3121 Internal medicineen_GB
dc.okm.discipline3111 Biolääketieteetfi_FI
dc.okm.discipline3121 Sisätauditfi_FI
dc.okm.internationalcopublicationinternational co-publication
dc.okm.internationalityInternational publication
dc.okm.typeA1 ScientificArticle
dc.publisherOxford University Press (OUP)
dc.publisher.countryUnited Kingdomen_GB
dc.publisher.countryBritanniafi_FI
dc.publisher.country-codeGB
dc.relation.articlenumbercvaf210
dc.relation.doi10.1093/cvr/cvaf210
dc.relation.ispartofjournalCardiovascular Research
dc.source.identifierhttps://www.utupub.fi/handle/10024/196401
dc.titleSingle-cell to pre-clinical evaluation of Trem2, Folr2, and Slc7a7 as macrophage-associated biomarkers for atherosclerosis
dc.year.issued2025

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