Abstract
Background
Peripheral arterial disease (PAD) is estimated to affect 7% of the adult population in the United States; however, there is currently little understanding of the key cellular and molecular pathways at play. With PAD characterized by vascular inflammation and associated calcification, the current study set out to elucidate the role of NLRP3 (nucleotide oligomerization domain‐like receptor family, pyrin domain containing 3) inflammasome activation in the current cohort.
Methods and Results
Global proteomics of human vessels with and without PAD from a total of 14 donors revealed an increase of proinflammatory associated ontologies, specifically acute phase and innate immunity. Targeted mass spectrometry showed a significant increase in NLRP3, confirmed by NLRP3 ELISA. Histological analysis from the same patients demonstrated expression of NLRP3, colocalizing in immunoreactive CD68 (cluster of differentiation 68) and CD209 (cluster of differentiation 209) macrophages. Moreover, transmission electron microscopy showed the locality of macrophage‐like cells in the presence of calcification, with confocal microscopy further validating the localization of CD68, NLRP3, and calcification via near‐infrared calcium tracer. Systemic inflammation and the presence of the NLRP3 inflammasome was assessed via flow cytometry and ELISA, respectively. Compared with patients without PAD, NLRP3 expression was significantly increased in serum. In addition, proinflammatory cytokine presence was significantly increased in disease versus control, with IL (interleukin)‐1β, TNF‐α (tumor necrosis factor α), and IL‐33 demonstrating the greatest disparity, correlating with NLRP3 activation.
Conclusions
The current findings demonstrate a link between NLRP3, macrophage accumulation, and calcification in arteries of patients with PAD, suggesting an association or possible driver of PAD in these patients.
Keywords: peripheral, proteomics, vascular biology, vascular disease, vascular disease inflammation
Subject Categories: Inflammation, Vascular Biology, Proteomics, Peripheral Vascular Disease, Vascular Disease
Nonstandard Abbreviation and Acronym
- NLRP3
nucleotide oligomerization domain‐like receptor family, pyrin domain containing 3
Clinical Perspective.
What Is New?
This is the first global proteomic screen of peripheral arterial disease (PAD) patient vessels, demonstrating the unique inflammatory cascades present within these patients.
Targeted proteomics and patient plasma screening identified active NLRP3 and its downstream effectors within PAD, which was lower within non‐diseased vasculature.
What Are the Clinical Implications?
With the incidence of PAD >230 million adults worldwide currently and treatment approaches focused on surgical intervention, understanding the mechanisms present in PAD will allow for targeted pharmacological intervention to reduce the global pathological burden.
Given that PAD is associated with the increased risk of cardiac comorbidity and cardiac and cerebrovascular ischemic events, further studies are now needed to determine the clinical implication of pharmacologically reducing vascular inflammation in this cohort before surgical intervention.
Peripheral arterial disease (PAD) is characterized by stenosis or occlusion in vessels between the aortoiliac and the pedal arteries, with 90% of PAD affecting the lower extremities. In the United States, 8.5 million people are diagnosed with PAD; however, with only 50% of PAD cases symptomatic, the true incidence may be much higher. 1 Classical cardiovascular risk factors such as smoking, diabetes, hypercholesteremia, and hypertension play a major role in the initiation and progression of PAD; however, the prognostic potency of these covariates is not unanimously agreed on and further stratification of risk factors is required to standardize the field. 2 , 3 Notably, of the 100 000 limb amputations performed each year in the United States, more than half of these can be contributed to PAD, underscoring the desperate need for greater understanding of the molecular mechanisms at play. 4
Although PAD can be diagnosed via noninvasive methods such as Doppler ultrasound or systolic blood pressure ratios to calculate the ankle–brachial index, there is currently no specific pharmacological treatment for PAD available. Patients are often prescribed a multitude of medications (including but not limited to antidiabetics, antihypertensives, antiplatelets, anticoagulants, PCSK9 [proprotein convertase subtilisin/kexin type 9] inhibitors, and statins) to manage the classical cardiovascular risk factors, which do not directly address the inflammatory disease risk 1 but do reduce the risk of overall cardiovascular outcomes. 5 Although inflammation has been demonstrated to be important for the initiation and progression of atherosclerosis, there has been poor consensus about the key players in the inflammatory cascades in PAD, with the majority of previous studies focusing on clinical imaging and the utility of current pharmacotherapeutics. Although there are several candidate inflammatory triggers, such as the aforementioned traditional proatherogenic risk factors, no inflammatory mechanism beyond oxidative stress and IL (interleukin)‐1β 5 has been shown to be directly linked to promoting inflammation in PAD.
Currently one of the strongest candidates in inflammatory‐driven PAD is angiotensin II signaling and the related production of reactive oxygen species as a result of its association with hypertension, 6 and 80% of patients with PAD are diagnosed with hypertension. 2 , 7 Thus, a multitude of clinical trials have been conducted or are underway (NCT001684678, NCT00681226, NCT00720577, NCT03240068) seeking to address the inflammatory mechanisms at play. Reactive oxygen species and its associated proinflammatory cytokines IL‐6 and Monocyte Chemoattractant Protein‐1 have been shown to positively regulate NLRP3 (nucleotide oligomerization domain‐like receptor family, pyrin domain containing 3) inflammasome activity in macrophages in patients with aneurysms, 8 which promotes a proinflammatory and procalcific environment in the vasculature. 6 An important part of innate immunity, the NLRP3 inflammasome participates in the clearance of pathogens and the promotion of a proinflammatory macrophage phenotype, which have been demonstrated to play critical roles in the immune microenvironment of atherosclerosis. 9 However, the presence of both macrophages and NLRP3 inflammasome in PAD requires further investigation. Thus, the current study aimed to investigate the presence of the NLRP3 inflammasome and associated macrophage infiltration and proinflammatory cytokines to PAD.
METHODS
Data are available from the corresponding author on request. All reagents were purchased from Sigma unless stated otherwise. Detailed methods are available in Data S1.
Sample Collection and Histological Analysis
Human peripheral arteries were harvested from patients undergoing limb amputation following informed consent, and all procedures were conducted in accordance with the Declaration of Helsinki following Emory institutional review board protocol approval. Tissue samples were snap frozen on harvesting (Table S1). Serum samples were collected from patients with PAD before surgery (Table S2). Control blood was purchased from 6 donors (Research Blood Components). On arrival, samples were dissected on ice, with half retained for proteomics analysis and the other embedded in OCT freezing medium and frozen. Histological sections were stained with Oil Red O and Alizarin Red to assess lipid and calcium deposition, respectively. CD68, CD209, NLRP3, IL‐1β, and caspase‐1 were assessed via immunohistochemistry. Colocalization of calcification, NLPR3, and CD68 was assessed via confocal microscopy (Table S3).
Transmission Electron Microscopy
Fresh frozen sections were cut at 20‐uM sections and placed in 4% paraformaldehyde with 0.1% glutaraldehyde for 2 hours before placing in PBS supplemented with 20 mM glycine and delivered to the Harvard Medical School Electron Microscopy Facility. Samples were then infiltrated with 2.3 M sucrose in PBS for 15 minutes and cut onto carbon‐coated copper grids before imaging by the core on an AMT camera system, HV=80.0 kV, cal=0.002 micron/pix.
NLRP3 ELISA
Human NLRP3 SimpleStep ELISA (ab27401, Abcam) was run following the manufacturer's instructions.
Proteomic Analysis
Samples were homogenized using Precellys tissue homogenizer (Precelly), and the supernatant was digested using iST in a solution‐digestion kit (PreOmics) as per the manufacturer's instructions. Data‐dependent acquisition mass spectrometry was acquired on the Orbitrap fusion Lumos, and spectra was queried against the human UniProt database. Targeted mass spectrometry was conducted against NLRP3, with quantification of each fragment ion's monoisotopic peak quantified using QualBrowser (Thermo Fisher Scientific) (Table S4). Differentially abundant proteins between PAD and control were identified using limma 3.46.10 The differential abundant proteins list was then analyzed for enriched pathways using clusterProfiler 3.1811 in R using the function enrichGO. The ontologies were plotted using cnetplot().
Multianalyte LegendPlex Flow Assay
Human inflammation panel 1 and a custom LegendPlex panel (containing IL‐6, IL‐18, IL‐9, and IL‐1β) (Cat. 740809 and 900001042, BioLegend) was conducted following the manufacturer's instructions.
Statistical Analysis
GraphPad Prism (version 9.0) and R (version 4.2) were used to analyze data. Nonparametric tests such as the Wilcoxon test were conducted on non‐normally distributed data. Association of NLRP3 and cytokines was conducted via linear regression on GraphPad Prism. Graphs were produced in Prism and R. Proteomic data exploration was conducted using Qlucore Omics Explorer 3.2 (Qlucore).
RESULTS
Whole‐Tissue Proteomics Identifies Inflammatory and Immune Response Proteins in PAD
Although previous PAD studies have focused on the clinical implications of disease progression, little is known about the molecular mechanisms of PAD. Thus, this study sought to assess the unique proteomic signature in patients with PAD. Label‐free liquid chromatography mass spectrometry on fresh‐frozen human peripheral arteries from patients undergoing limb amputation with and without diagnosed PAD (n=10 and n=4, respectively) was performed (Table S1).
Whole tissue proteomics identified 2115 unique proteins (≥2 unique‐peptide filters), and there was near complete overlap (97%): 2049 proteins, 58 unique to the control tissue and 8 to the disease (Figure 1A). Principal component analysis further revealed clear disease specific variance between control and disease patient cohorts, with no statistical filtering (Figure 1B). A heatmap of differential abundance analysis in the cohort highlighted the differences between disease versus control conditions, with 158 differentially enriched proteins increased in the PAD and 30 enriched in control tissue (Figure 1C) (false discovery rate<0.05, abs[log fold‐change]>2), highlighting the subtle yet notable differences in protein abundance, which may impact PAD. Further investigation of ontology enrichment analysis (Table S1–S5) into significantly differentially expressed proteins identified gene ontologies of proteins with decreased abundance in PAD related to extracellular matrix assembly, organization, and structure (MYH11, NAXD, EXOC8, COL4A2, FMOD, COL1A2, COLGALT1, VWA1, COL3A1, GAS6, LAMB2, LAMA5, COL8A1) (Figure 1D). Proteins with increased expression in PAD highlighted gene ontology enrichment such as humoral immune response (IGLC2, CPN1, CHGA, IGHD, IGHVs), acute inflammatory response (SERPINF2, APOL2, CD163, ORM), and compliment activation (IGHD, CPN1, CFHR1, FGR2B, APOA2) (Figure 1E). As a result of the association between enriched proinflammatory pathways and inflammasome involvement in the pathogenesis of atherosclerotic‐related diseases, 6 the presence of the inflammasome in whole tissue was assessed via ELISA (Figure 1F). NLRP3 protein was significantly increased in PAD compared with control vessels (P=0.0360). Furthermore, targeted mass spectrometry was conducted to assess the NLRP3 inflammasome expression in the vessels. One peptide in the HD1 domain corresponding to 3 fragment ions was quantified (Figure 1G, Table S4), demonstrating a significant increase in NLPR3 peptide fragments in PAD over control vessels (P=0.0130). This result, coupled with the ELISA, suggests an increase NLRP3 inflammasome presence unique to patients with PAD.
Figure 1. Proteomic analysis of PAD highlights proinflammatory networks.

A, Whole tissue proteomic analysis following median peptide normalization with unique 2‐peptide filter, and 97% of quantified proteins overlap. B, Unfiltered principal component analysis plot of proteomic analysis demonstrates disease‐specific sample clustering. C, Hierarchical clustered heatmap (q≤0.05, fold change >1) shows 2‐way comparison of disease vs control proteomics. D and E, Volcano plots of whole tissue proteomic data showing increased and decreased protein expression (cutoffs corresponding to a fold change >2 and a false discovery rate<0.05). Network visualization of increased and decreased gene ontologies in disease vs control tissue. Size corresponds with number of proteins involved in the node (P≤0.05, log fold change ≥2). F, NLRP3 ELISA conducted on whole tissue lysates normalized to 1 ug of whole tissue protein (*P=0.0360). G, Schematic representation of the domain organization of NLRP3, and residues identified in targeted mass spectrometry are noted with fragment ion m/z value denoted (*P=0.0130). Extracted ion chromatography AUC of all fragment ions shows significantly greater NLRP3 expression in disease vs control (nonparametric Mann–Whitney test). AUC indicates area under the curve; Ctrl, control; NLRP3, nucleotide oligomerization domain‐like receptor family, pyrin domain containing 3; and PAD, peripheral arterial disease.
Histological Analysis of PAD Vessels Identifies CD68‐Positive Inflammasome‐Activated Cells
Histological analysis was undertaken to assess the localization and presence of proinflammatory responses implicated by the proteomics as well as NLRP3 inflammasome markers in diseased vessels. Hematoxylin–eosin and Alizarin Red staining (Figure 2A and 2B) demonstrated the increased infiltration of cellular bodies in the vessel wall in diseased compared with control sections. Although moderate calcification was seen in both tissues, concentric, medial calcification was visible in the PAD tissue, with smaller, more atherogenic lesions seen in the control tissue. Notably, the presence of lipids determined by Oil Red O staining was markedly absent in both the disease and control tissues. CD68, used as a marker for the presence of macrophages, was markedly absent in the control tissue when compared with the disease tissue, with CD68‐positive staining appearing to overlap with phagocytosis marker CD209 and NLRP3 staining in diseased tissue, which were absent in controls. Secreted inflammasome related‐proteins IL‐1β and caspase‐1 showed faint staining in disease compared with control in adjusted regions to immunoreactive NLRP3 cells in serial sections. Transmission electron microscopy imaging demonstrated the presence of macrophage‐like cells in proximity to calcific regions in PAD tissue, with smooth muscle cells appearing to be the more predominant cell type in control (Figure 2C and 2D). Immunofluorescent imaging demonstrated the colocalization of NLRP3 and CD68 in the presence and absence of calcification, denoted by near‐infrared calcium tracer (Osteosense680) staining, which was visible in the PAD tissue and absent in control (Figure 2E and 2F). Less CD68‐positive staining was present in the control tissue compared with PAD in the vascular wall, and NLRP3 colocalization (yellow) was not detected, suggesting a different cellular composition in PAD vessels compared with control, irrespective of calcification.
Figure 2. Histological analysis of peripheral arterial disease demonstrates NLRP3 presence in CD68‐positive cells.

A and B, Alizarin Red, H&E, and Oil Red O staining. Alizarin Red staining appears more prominent in disease vs control, with H&E staining and nuclear staining more abundant in disease. Oil Red O staining shows little difference between the 2 conditions. CD68, CD209, NLRP3, IL‐1β, and caspase‐1 histological staining appears greater in disease compared with control tissue. C and D, Transmission electron microscopy images show the presence of macrophage‐like cells adjacent to the calcified region, whereas smooth muscle cells appear the predominate cell‐type in control tissue (magnifications ×2000 and ×8000). E and F, Immunofluorescent imaging of disease and control sections demonstrate greater NLRP3 staining in the disease compared with control (green). Colocalization of macrophage marker CD68 (red) and NLRP3 (green) appears yellow in insert (magnification ×2, scale bar=1000 μm; magnification ×20, scale bar=50 μm; magnification ×2000, scale bar=2 μm; magnification ×8000, scale bar = 500 nm). A, B, E and F, Black and white boxes (left panels) depict areas of low magnification for the adjacent images with high magnification (right panels). D, Arrows depict macrophage‐like cells. CD68 indicates cluster of differentiation 68; CD209, cluster of differentiation 209; EM, electron microscopy; H&E, hematoxylin–eosin; IL‐1β, interleukin 1β; and NLRP3, nucleotide oligomerization domain‐like receptor family.
Proinflammatory Circulating Marker Expression Is Increased in Patients With PAD
Flow and ELISA‐based analysis of PAD and control serum samples (Table S2) were used to confirm a systemic inflammatory profile in patients with PAD. NRLP3 protein levels in PAD (n=8) were significantly increased in comparison with control serum (n=6) (P=0.0007) (Figure 3A). Moreover, IL‐1β was significantly increased in PAD serum compared with control (P=0.0127). Proinflammatory cytokines were assessed via a flow bead‐based assay. PAD serum showed heterogeneity in the expression of present pro‐ and anti‐inflammatory cytokines (Figure 3B). IL‐6, IL‐10, and IL‐18, which support immunoregulation, were not significantly modulated in PAD compared with control. Notably, proinflammatory cytokines IL‐23 (P=0.0589, r 2=0.2663) and IFNγ (interferon γ; P=0.0024, r 2=0.5495) were associated with donors who exhibited high levels of inflammation and high levels of calcification and NLRP3 activation. Moreover, IL‐1β was increased relative to NLRP3 levels, with the highest IL‐1β expression in the same patient, suggesting the association between NLRP3 and IL‐1β in PAD.
Figure 3. ELISA and flow‐based analysis of PAD serum demonstrates heterogeneity in circulating proinflammatory markers and increased circulating NLRP3.

A, NLRP3 ELISA conducted on disease vs control serum. IL‐1β assessed in serum via flow cytometric‐based analysis showed significant increase in PAD vs control. B, Heatmap comparing the relative expression (0–100) of proinflammatory cytokines present in disease and control serum samples (nonparametric Mann–Whitney test, P=0.0007, P=0.0127). ***P<0.001, **P< 0.01 *P< 0.05. Ctrl indicates control; IFNγ, interferon γ; IL, interleukin; NLRP3, nucleotide oligomerization domain‐like receptor family; PAD, peripheral arterial disease; and TNF‐α, tumor necrosis factor α.
DISCUSSION
With the growing burden of PAD set to become an epidemic in the United States and worldwide, there is a desperate need to identify mechanisms at play in PAD pathogenesis and progression, 3 with the ultimate goal to identify new therapeutic targets. The present study is the first to assess the whole‐vessel proteomic signature of PAD tissue. Although the majority of proteins identified via proteomics were shared between both the control and PAD vessels, the abundance level of these proteins varied significantly, confirmed by the disparity in ontologies identified for differentially abundant proteins, notably highlighting a multitude of proinflammatory phenotypes. Proteomics analysis of PAD tissue demonstrated a reduction in extracellular matrix and structural organization, 10 contributing to vascular stiffening and producing a bed for calcification deposition in diseased vessels. Little is known about the role of the extracellular matrix in PAD beyond arterial stiffening or collagen enhancing the acquisition of macrophages to the area in atherosclerosis, with the current study giving further rationale for this to be investigated in more depth. Conversely, ontology signatures in proteins with increased abundance in PAD vessels highlighted the role of humoral immunity and acute inflammatory response, which is known to be. 11 Due to the role of NLRP3 in oxidative stress and inflammatory vascular environments, NLRP3 expression both in the circulating blood and peripheral vasculature was investigated. Increased NLRP3 was identified in vessels via targeted mass spectrometry and ELISA, with colocalization staining demonstrating its presence in CD38‐positive cells in the vicinity of calcification. The presence of CD68‐positive, macrophage‐like cells in calcific lesions has been evidenced previously, 9 but this study adds weight to the theory that there is inflammasome activation in CD68‐positive cells adjacent or in calcific regions in PAD, giving further rationale to the need to address PAD with anti‐inflammatory therapeutics.
With inflammatory drivers, NLRP3, and its subsequent downstream markers IL‐1β and caspase‐1 identified in the local calcified vasculature, flow‐based analysis was used to confirm a systemic circulatory inflammatory response in patients with PAD. Relative to control, increased IL‐1β and elevated IL‐17 and IL‐23 further suggest the activation of NLRP3 at both local and systemic levels. As more studies give weight to the crucial role of inflammation in PAD, clinical trials have begun to investigate the inhibition of downstream inflammasome markers, specifically IL‐1β and caspase‐1, in pathologies associated with PAD and calcification, namely, type II diabetes and atherosclerosis. 6 In the data presented here, IL‐1β was increased in PAD samples compared with control, suggesting the potential of repurposing of such drugs for patients with PAD. Notably, canakinumab, an IL‐1β inhibitor, has been shown to reduce the recurrent rate of cardiovascular events 5 when compared with placebo. Because both local and systemic NLRP3 and associated cytokines were elevated in the current PAD cohort, further investigation should target the utility of these drugs. Similarity, AC‐201, another IL‐1β inhibitor, has been trialed in type II diabetes, with a reduction in HbA1c (hemoglobin A1c) shown, suggesting a primary role of inflammatory mediators and modulators central to disease pathogenesis. Conversely, however, a small, randomized trial of 38 participants with PAD treated with canakinumab had an increased number of serious adverse events (56% versus 50%) compared with the control, with no alternation of plaque progression in the superficial femoral artery. 4 Nevertheless, investigators observed an improvement in pain‐free walking with canakinumab, with larger studies potentially underway, providing yet more impetus on the need to investigate anti‐inflammatory lead treatment in PAD. Notably, basic research has also investigated the role of NLRP1 activation through PAD plasma in an in vitro endothelial model, and further research should be conducted to assess the synergy of these inflammasomes. 12 The primary limitation of this study is relatively small sample size, predominantly limited by the availability of nondiseased tissue, which may limit the ability to capture transiently activated pathways in relation to inflammation, and thus a larger study is required to fully elucidate these findings. Although the heterogeneity of calcification and localized inflammation in the vasculature has been reported, 13 this study is only a snapshot of a specific area of the vessel, which does not assess the global landscape. Future studies should seek to address these challenging technical issues.
In conclusion, these findings provide evidence of the presence of NLRP3 inflammasome in human PAD and a global proteomic profile of PAD tissue that was previously unreported. Moreover, the current results colocalize the presence of CD68‐positive cells with NLRP3 and calcification in the vessels, thus providing mechanistic insight into the inflammatory mechanisms in PAD. Inhibition of the NLRP3 inflammasome activation or downstream signaling cascade may be beneficial to the reduction of inflammatory‐driven PAD.
Sources of Funding
This work was supported by National Institutes of Health grants R01HL147095, R01HL141917, and R01HL136431 to Aikawa, American Heart Association institutional research grants 13IRG14740001 and R01HL143348 to Brewster, and a Boehringer Ingelheim Fonds MD fellowship to Zimmer.
Disclosures
Elena Aikawa serves on the Scientific Board for Elastrin Therapeutics.
Supporting information
Data S1
Tables S1–S5
Supplemental Material is available at https://www.ahajournals.org/doi/suppl/10.1161/JAHA.122.026945
For Sources of Funding and Disclosures, see page 8.
References
- 1. Polonsky TS, McDermott MM. Lower extremity peripheral artery disease without chronic limb‐threatening ischemia: a review. JAMA. 2021;325:2188–2198. doi: 10.1001/jama.2021.2126 [DOI] [PubMed] [Google Scholar]
- 2. Aboyans V, Ricco JB, Bartelink MEL, Bjorck M, Brodmann M, Cohnert T, Collet JP, Czerny M, De Carlo M, Debus S, et al. 2017 ESC guidelines on the diagnosis and treatment of peripheral arterial diseases, in collaboration with the European Society for Vascular Surgery (ESVS): document covering atherosclerotic disease of extracranial carotid and vertebral, mesenteric, renal, upper and lower extremity arteries. Endorsed by: the European Stroke Organization (ESO) the Task Force for the Diagnosis and Treatment of Peripheral Arterial Diseases of the European Society of Cardiology (ESC) and of the European Society for Vascular Surgery (ESVS). Eur Heart J. 2018;39:763–816. doi: 10.1093/eurheartj/ehx095 [DOI] [PubMed] [Google Scholar]
- 3. Song P, Rudan D, Zhu Y, Fowkes FJI, Rahimi K, Fowkes FGR, Rudan I. Global, regional, and national prevalence and risk factors for peripheral artery disease in 2015: an updated systematic review and analysis. Lancet Glob Health. 2019;7:e1020–e1030. doi: 10.1016/s2214-109x(19)30255-4 [DOI] [PubMed] [Google Scholar]
- 4. Russell KS, Yates DP, Kramer CM, Feller A, Mahling P, Colin L, Clough T, Wang T, LaPerna L, Patel A, et al. A randomized, placebo‐controlled trial of canakinumab in patients with peripheral artery disease. Vasc Med. 2019;24:414–421. doi: 10.1177/1358863x19859072 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5. Ridker PM, Everett BM, Thuren T, MacFadyen JG, Chang WH, Ballantyne C, Fonseca F, Nicolau J, Koenig W, Anker SD, et al. Antiinflammatory therapy with canakinumab for atherosclerotic disease. N Engl J Med. 2017;377:1119–1131. doi: 10.1056/NEJMoa1707914 [DOI] [PubMed] [Google Scholar]
- 6. Wu D, Ren P, Zheng Y, Zhang L, Xu G, Xie W, Lloyd EE, Zhang S, Zhang Q, Curci JA, et al. NLRP3 (nucleotide oligomerization domain‐like receptor family, pyrin domain containing 3)‐caspase‐1 Inflammasome degrades contractile proteins: implications for aortic biomechanical dysfunction and aneurysm and dissection formation. Arterioscler Thromb Vasc Biol. 2017;37:694–706. doi: 10.1161/atvbaha.116.307648 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7. Hirsch AT, Criqui MH, Treat‐Jacobson D, Regensteiner JG, Creager MA, Olin JW, Krook SH, Hunninghake DB, Comerota AJ, Walsh ME, et al. Peripheral arterial disease detection, awareness, and treatment in primary care. JAMA. 2001;286:1317–1324. doi: 10.1001/jama.286.11.1317 [DOI] [PubMed] [Google Scholar]
- 8. Lu J, Xie S, Deng Y, Xie X, Liu Y. Blocking the NLRP3 inflammasome reduces osteogenic calcification and M1 macrophage polarization in a mouse model of calcified aortic valve stenosis. Atherosclerosis. 2022;347:28–38. doi: 10.1016/j.atherosclerosis.2022.03.005 [DOI] [PubMed] [Google Scholar]
- 9. Orecchioni M, Kobiyama K, Winkels H, Ghosheh Y, McArdle S, Mikulski Z, Kiosses WB, Fan Z, Wen L, Jung Y, et al. Olfactory receptor 2 in vascular macrophages drives atherosclerosis by NLRP3‐dependent IL‐1 production. Science. 2022;375:214–221. doi: 10.1126/science.abg3067 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10. Hernández‐Aguilera A, Nielsen SH, Bonache C, Fernández‐Arroyo S, Martín‐Paredero V, Fibla M, Karsdal MA, Genovese F, Menendez JA, Camps J, et al. Assessment of extracellular matrix‐related biomarkers in patients with lower extremity artery disease. J Vasc Surg. 2018;68:1135–1142.e1136. doi: 10.1016/j.jvs.2017.12.071 [DOI] [PubMed] [Google Scholar]
- 11. Bartoli‐Leonard F, Zimmer J, Aikawa E. Innate and adaptive immunity: the understudied driving force of heart valve disease. Cardiovasc Res. 2021;117:2506–2524. doi: 10.1093/cvr/cvab273 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12. Bleda S, de Haro J, Varela C, Esparza L, Ferruelo A, Acin F. NLRP1 inflammasome, and not NLRP3, is the key in the shift to proinflammatory state on endothelial cells in peripheral arterial disease. Int J Cardiol. 2014;172:e282–e284. doi: 10.1016/j.ijcard.2013.12.201 [DOI] [PubMed] [Google Scholar]
- 13. Narula N, Dannenberg AJ, Olin JW, Bhatt DL, Johnson KW, Nadkarni G, Min J, Torii S, Poojary P, Anand SS, et al. Pathology of peripheral artery disease in patients with critical limb ischemia. J Am Coll Cardiol. 2018;72:2152–2163. doi: 10.1016/j.jacc.2018.08.002 [DOI] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data S1
Tables S1–S5
