TY - JOUR
T1 - Single-cell to pre-clinical evaluation of Trem2, Folr2, and Slc7a7 as macrophage-associated biomarkers for atherosclerosis
AU - Örd, Tiit
AU - Palani, Senthil
AU - Giroud Gerbetant, Judith
AU - Bodoy, Susanna
AU - Lönnberg, Tapio
AU - Niskanen, Henri
AU - Ravindran, Aarthi
AU - Holappa, Lari
AU - Chemaly, Melody
AU - Taipale, Mari
AU - Õunap, Kadri
AU - Haikonen, Retu
AU - Talukdar, Husain
AU - Sukhavasi, Katyayani
AU - Liljenbäck, Heidi
AU - Virta, Jenni
AU - Ruotsalainen, Anna Kaisa
AU - Pierrot-Blanchet, Clara
AU - Miner, Maxwell W.G.
AU - Moisio, Olli
AU - Rajala, Noora
AU - Li, Xiang Guo
AU - Low, Philip S.
AU - Saraste, Antti
AU - Heinäniemi, Merja
AU - Ylä-Herttuala, Seppo
AU - Björkegren, Johan L.M.
AU - Hedin, Ulf
AU - Matic, Ljubica
AU - Yvan-Charvet, Laurent
AU - Palacín, Manuel
AU - Roivainen, Anne
AU - Kaikkonen, Minna U.
N1 - Publisher Copyright:
© The Author(s) 2025. Published by Oxford University Press on behalf of the European Society of Cardiology.
PY - 2025/11/1
Y1 - 2025/11/1
N2 - Aims 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. Methods and results We used single-cell RNA sequencing (scRNA-seq) and translating ribosome affinity purification sequencing (TRAP-seq) to profile macrophage-specific gene programmes in a mouse model of atherosclerosis across the aorta, adipose tissue, and liver. Our data highlight tissue-specific macrophage gene programmes and identify markers that are shared across mouse and human plaques. First, we identified soluble Trem2 as a potential circulating biomarker for differentiating between asymptomatic and symptomatic individuals. Secondly, we leveraged the pronounced expression of Folr2 and Slc7a7 to explore the potential of folate and glutamine as positron emission tomography (PET) tracers for disease burden assessment through in vivo PET imaging. Finally, we show that knockout of Slc7a7 inhibits acetylated low-density lipoprotein uptake and dampens the gene signature linked to lipid-associated macrophages. This suggests that glutamine signalling may play a critical role in foam cell formation, a key event in atherosclerosis. Conclusion Our findings provide novel insights into macrophage-specific gene programmes 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.
AB - Aims 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. Methods and results We used single-cell RNA sequencing (scRNA-seq) and translating ribosome affinity purification sequencing (TRAP-seq) to profile macrophage-specific gene programmes in a mouse model of atherosclerosis across the aorta, adipose tissue, and liver. Our data highlight tissue-specific macrophage gene programmes and identify markers that are shared across mouse and human plaques. First, we identified soluble Trem2 as a potential circulating biomarker for differentiating between asymptomatic and symptomatic individuals. Secondly, we leveraged the pronounced expression of Folr2 and Slc7a7 to explore the potential of folate and glutamine as positron emission tomography (PET) tracers for disease burden assessment through in vivo PET imaging. Finally, we show that knockout of Slc7a7 inhibits acetylated low-density lipoprotein uptake and dampens the gene signature linked to lipid-associated macrophages. This suggests that glutamine signalling may play a critical role in foam cell formation, a key event in atherosclerosis. Conclusion Our findings provide novel insights into macrophage-specific gene programmes 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.
KW - Atherosclerosis
KW - Biomarkers
KW - Folr2
KW - Glutamine metabolism
KW - Lipid-associated macrophages
KW - Macrophages
KW - PET imaging
KW - Slc7a7
KW - TRAP-seq
KW - Trem2
KW - scRNA-seq
UR - https://www.scopus.com/pages/publications/105025408045
U2 - 10.1093/cvr/cvaf210
DO - 10.1093/cvr/cvaf210
M3 - Article
C2 - 41206594
AN - SCOPUS:105025408045
SN - 0008-6363
VL - 121
SP - 2503
EP - 2519
JO - Cardiovascular Research
JF - Cardiovascular Research
IS - 16
ER -