TY - JOUR
T1 - Spatial Transcriptional Mapping Reveals Site-Specific Pathways Underlying Human Atherosclerotic Plaque Rupture
AU - Sun, Jiangming
AU - Singh, Pratibha
AU - Shami, Annelie
AU - Kluza, Ewelina
AU - Pan, Mengyu
AU - Djordjevic, Djordje
AU - Michaelsen, Natasha Barascuk
AU - Kennbäck, Cecilia
AU - van der Wel, Nicole N.
AU - Orho-Melander, Marju
AU - Nilsson, Jan
AU - Formentini, Ivan
AU - Conde-Knape, Karin
AU - Lutgens, Esther
AU - Edsfeldt, Andreas
AU - Gonçalves, Isabel
N1 - Funding Information:
The authors thank Ana Persson, Samuel Ademson, MD, Lena Sundius, Mihaela Nitulescu, Hilda Gustafsson, André Dias, Petr Volkov, Olof Asplund, and Rashmi Prasad for their technical assistance.
PY - 2023/6/13
Y1 - 2023/6/13
N2 - Background: Atherosclerotic plaque ruptures, triggered by blood flow–associated biomechanical forces, cause most myocardial infarctions and strokes. Objectives: This study aims to investigate the exact location and underlying mechanisms of atherosclerotic plaque ruptures, identifying therapeutic targets against cardiovascular events. Methods: Histology, electron microscopy, bulk and spatial RNA sequencing on human carotid plaques were studied in proximal, most stenotic, and distal regions along the longitudinal blood flow direction. Genome-wide association studies were used to examine heritability enrichment and causal relationships of atherosclerosis and stroke. Associations between top differentially expressed genes (DEGs) and preoperative and postoperative cardiovascular events were examined in a validation cohort. Results: In human carotid atherosclerotic plaques, ruptures predominantly occurred in the proximal and most stenotic regions but not in the distal region. Histologic and electron microscopic examination showed that proximal and most stenotic regions exhibited features of plaque vulnerability and thrombosis. RNA sequencing identified DEGs distinguishing the proximal and most stenotic regions from the distal region which were deemed as most relevant to atherosclerosis-associated diseases as shown by heritability enrichment analyses. The identified pathways associated with the proximal rupture-prone regions were validated by spatial transcriptomics, firstly in human atherosclerosis. Of the 3 top DEGs, matrix metallopeptidase 9 emerged particularly because Mendelian randomization suggested that its high circulating levels were causally associated with atherosclerosis risk. Conclusions: Our findings show plaque site–specific transcriptional signatures associated with proximal rupture-prone regions of carotid atherosclerotic plaques. This led to the geographical mapping of novel therapeutic targets, such as matrix metallopeptidase 9, against plaque rupture.
AB - Background: Atherosclerotic plaque ruptures, triggered by blood flow–associated biomechanical forces, cause most myocardial infarctions and strokes. Objectives: This study aims to investigate the exact location and underlying mechanisms of atherosclerotic plaque ruptures, identifying therapeutic targets against cardiovascular events. Methods: Histology, electron microscopy, bulk and spatial RNA sequencing on human carotid plaques were studied in proximal, most stenotic, and distal regions along the longitudinal blood flow direction. Genome-wide association studies were used to examine heritability enrichment and causal relationships of atherosclerosis and stroke. Associations between top differentially expressed genes (DEGs) and preoperative and postoperative cardiovascular events were examined in a validation cohort. Results: In human carotid atherosclerotic plaques, ruptures predominantly occurred in the proximal and most stenotic regions but not in the distal region. Histologic and electron microscopic examination showed that proximal and most stenotic regions exhibited features of plaque vulnerability and thrombosis. RNA sequencing identified DEGs distinguishing the proximal and most stenotic regions from the distal region which were deemed as most relevant to atherosclerosis-associated diseases as shown by heritability enrichment analyses. The identified pathways associated with the proximal rupture-prone regions were validated by spatial transcriptomics, firstly in human atherosclerosis. Of the 3 top DEGs, matrix metallopeptidase 9 emerged particularly because Mendelian randomization suggested that its high circulating levels were causally associated with atherosclerosis risk. Conclusions: Our findings show plaque site–specific transcriptional signatures associated with proximal rupture-prone regions of carotid atherosclerotic plaques. This led to the geographical mapping of novel therapeutic targets, such as matrix metallopeptidase 9, against plaque rupture.
KW - atherosclerosis
KW - Mendelian randomization
KW - RNA sequencing
KW - spatial transcriptomics
KW - vulnerable plaques
UR - http://www.scopus.com/inward/record.url?scp=85160097396&partnerID=8YFLogxK
U2 - 10.1016/j.jacc.2023.04.008
DO - 10.1016/j.jacc.2023.04.008
M3 - Article
C2 - 37286250
AN - SCOPUS:85160097396
SN - 0735-1097
VL - 81
SP - 2213
EP - 2227
JO - Journal of the American College of Cardiology
JF - Journal of the American College of Cardiology
IS - 23
ER -