L Perisic1, S Aldi1, Y Sun2, L Folkersen3,4, A Razuvaev1, J Roy1, M Lengquist1, S Åkesson1, C E Wheelock5, L Maegdefessel4, A Gabrielsen4, J Odeberg4,6, G K Hansson4, G Paulsson-Berne4, U Hedin1. 1. Department of Molecular Medicine and Surgery, Karolinska Institute, Stockholm, Sweden. 2. Translational Science Center, Personalized Healthcare and Biomarkers, R&D, Astra Zeneca, Stockholm, Sweden. 3. Department of Molecular Genetics, Novo Nordisk, Copenhagen, Denmark. 4. Department of Medicine, Karolinska Institute, Stockholm, Sweden. 5. Division of Physiological Chemistry 2, Department of Medical Biochemistry and Biophysics, Karolinska Institute, Stockholm, Sweden. 6. Science for Life Laboratory, Department of Proteomics, School of Biotechnology, Royal Institute of Technology, Stockholm, Sweden.
Abstract
BACKGROUND: Embolism from unstable atheromas in the carotid bifurcation is a major cause of stroke. Here, we analysed gene expression in endarterectomies from patients with symptomatic (S) and asymptomatic (AS) carotid stenosis to identify pathways linked to plaque instability. METHODS: Microarrays were prepared from plaques (n = 127) and peripheral blood samples (n = 96) of S and AS patients. Gene set enrichment, pathway mapping and network analyses of differentially expressed genes were performed. RESULTS: These studies revealed upregulation of haemoglobin metabolism (P = 2.20E-05) and bone resorption (P = 9.63E-04) in S patients. Analysis of subgroups of patients indicated enrichment of calcification and osteoblast differentiation in S patients on statins, as well as inflammation and apoptosis in plaques removed >1 month compared to <2 weeks after symptom. By prediction profiling, a panel of 30 genes, mostly transcription factors, discriminated between plaques from S versus AS patients with 78% accuracy. By meta-analysis, common gene networks associated with atherosclerosis mapped to hypoxia, chemokines, calcification, actin cytoskeleton and extracellular matrix. A set of dysregulated genes (LMOD1, SYNPO2, PLIN2 and PPBP) previously not described in atherosclerosis were identified from microarrays and validated by quantitative PCR and immunohistochemistry. CONCLUSIONS: Our findings confirmed a central role for inflammation and proteases in plaque instability, and highlighted haemoglobin metabolism and bone resorption as important pathways. Subgroup analysis suggested prolonged inflammation following the symptoms of plaque instability and calcification as a possible stabilizing mechanism by statins. In addition, transcriptional regulation may play an important role in the determination of plaque phenotype. The results from this study will serve as a basis for further exploration of molecular signatures in carotid atherosclerosis.
BACKGROUND:Embolism from unstable atheromas in the carotid bifurcation is a major cause of stroke. Here, we analysed gene expression in endarterectomies from patients with symptomatic (S) and asymptomatic (AS) carotid stenosis to identify pathways linked to plaque instability. METHODS: Microarrays were prepared from plaques (n = 127) and peripheral blood samples (n = 96) of S and AS patients. Gene set enrichment, pathway mapping and network analyses of differentially expressed genes were performed. RESULTS: These studies revealed upregulation of haemoglobin metabolism (P = 2.20E-05) and bone resorption (P = 9.63E-04) in S patients. Analysis of subgroups of patients indicated enrichment of calcification and osteoblast differentiation in S patients on statins, as well as inflammation and apoptosis in plaques removed >1 month compared to <2 weeks after symptom. By prediction profiling, a panel of 30 genes, mostly transcription factors, discriminated between plaques from S versus AS patients with 78% accuracy. By meta-analysis, common gene networks associated with atherosclerosis mapped to hypoxia, chemokines, calcification, actin cytoskeleton and extracellular matrix. A set of dysregulated genes (LMOD1, SYNPO2, PLIN2 and PPBP) previously not described in atherosclerosis were identified from microarrays and validated by quantitative PCR and immunohistochemistry. CONCLUSIONS: Our findings confirmed a central role for inflammation and proteases in plaque instability, and highlighted haemoglobin metabolism and bone resorption as important pathways. Subgroup analysis suggested prolonged inflammation following the symptoms of plaque instability and calcification as a possible stabilizing mechanism by statins. In addition, transcriptional regulation may play an important role in the determination of plaque phenotype. The results from this study will serve as a basis for further exploration of molecular signatures in carotid atherosclerosis.
Authors: Jesse W Williams; Holger Winkels; Christopher P Durant; Konstantin Zaitsev; Yanal Ghosheh; Klaus Ley Journal: Circ Res Date: 2020-04-23 Impact factor: 17.367
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Authors: Wei Feng Ma; Chani J Hodonsky; Adam W Turner; Doris Wong; Yipei Song; Jose Verdezoto Mosquera; Alexandra V Ligay; Lotte Slenders; Christina Gancayco; Huize Pan; Nelson B Barrientos; David Mai; Gabriel F Alencar; Katherine Owsiany; Gary K Owens; Muredach P Reilly; Mingyao Li; Gerard Pasterkamp; Michal Mokry; Sander W van der Laan; Bohdan B Khomtchouk; Clint L Miller Journal: Atherosclerosis Date: 2021-11-26 Impact factor: 5.162
Authors: Till Seime; Asim Cengiz Akbulut; Moritz Lindquist Liljeqvist; Antti Siika; Hong Jin; Greg Winski; Rick H van Gorp; Eva Karlöf; Mariette Lengquist; Andrew J Buckler; Malin Kronqvist; Olivia J Waring; Jan H N Lindeman; Erik A L Biessen; Lars Maegdefessel; Anton Razuvaev; Leon J Schurgers; Ulf Hedin; Ljubica Matic Journal: Cells Date: 2021-05-21 Impact factor: 6.600