Next Article in Journal
Untargeted Metabolomics for Metabolic Diagnostic Screening with Automated Data Interpretation Using a Knowledge-Based Algorithm
Next Article in Special Issue
Sirtuin-1 and Its Relevance in Vascular Calcification
Previous Article in Journal
Genome-Wide Analysis of the MYB Transcription Factor Superfamily in Physcomitrella patens
Previous Article in Special Issue
Therapeutic Effect of Iron Citrate in Blocking Calcium Deposition in High Pi-Calcified VSMC: Role of Autophagy and Apoptosis
 
 
Search for Articles:
Title / Keyword
Author / Affiliation / Email
Journal
Article Type
 
 
Advanced Search
 
Section
Special Issue
Volume
Issue
Number
Page
 
Journals
IJMS
Volume 21
Issue 3
10.3390/ijms21030980
ijms-logo
Submit to this Journal Review for this Journal Propose a Special Issue
► Article Menu

Article Menu

share Share announcement Help format_quote Cite question_answer Discuss in SciProfiles thumb_up
...
Endorse textsms
...
Comment
first_page
settings
Order Article Reprints
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Review

The Epigenetic Landscape of Vascular Calcification: An Integrative Perspective

by
Yi-Chou Hou
1,†,
Chien-Lin Lu
2,
Tzu-Hang Yuan
3,
Min-Tser Liao
4,5,6,†,
Chia-Ter Chao
3,7,8,* and
Kuo-Cheng Lu
2
1
Division of Nephrology, Department of Medicine, Cardinal-Tien Hospital, School of Medicine, Fu-Jen Catholic University, New Taipei City 234, Taiwan
2
Division of Nephrology, Department of Medicine, Fu-Jen Catholic University Hospital, School of Medicine, Fu-Jen Catholic University, New Taipei City 243, Taiwan
3
Graduate Institute of Toxicology, National Taiwan University College of Medicine, Taipei 104, Taiwan
4
Department of Pediatrics, Taoyuan Armed Forces General Hospital, Taoyuan City 325, Taiwan
5
Department of Pediatrics, Tri-Service General Hospital, National Defense Medical Center, Taipei 114, Taiwan
6
Department of Pediatrics, Fu-Jen Catholic University Hospital, School of Medicine, Fu-Jen Catholic University, New Taipei City 243, Taiwan
7
Nephrology division, Department of Internal Medicine, National Taiwan University Hospital, Taipei 100, Taiwan
8
Department of Internal Medicine, National Taiwan University Hospital BeiHu Branch, Taipei 108, Taiwan
*
Author to whom correspondence should be addressed.
†
These authors contributed equally to this work.
Int. J. Mol. Sci. 2020, 21(3), 980; https://doi.org/10.3390/ijms21030980
Submission received: 4 December 2019 / Revised: 14 January 2020 / Accepted: 15 January 2020 / Published: 1 February 2020
(This article belongs to the Special Issue Mechanisms of Vascular Calcification)
Browse Figures
Versions Notes

Abstract

:
Vascular calcification (VC) is an important complication among patients of advanced age, those with chronic kidney disease, and those with diabetes mellitus. The pathophysiology of VC encompasses passive occurrence of physico-chemical calcium deposition, active cellular secretion of osteoid matrix upon exposure to metabolically noxious stimuli, or a variable combination of both processes. Epigenetic alterations have been shown to participate in this complex environment, through mechanisms including DNA methylation, non-coding RNAs, histone modifications, and chromatin changes. Despite such importance, existing reviews fail to provide a comprehensive view of all relevant reports addressing epigenetic processes in VC, and cross-talk between different epigenetic machineries is rarely examined. We conducted a systematic review based on PUBMED and MEDLINE databases up to 30 September 2019, to identify clinical, translational, and experimental reports addressing epigenetic processes in VC; we retrieved 66 original studies, among which 60.6% looked into the pathogenic role of non-coding RNA, followed by DNA methylation (12.1%), histone modification (9.1%), and chromatin changes (4.5%). Nine (13.6%) reports examined the discrepancy of epigenetic signatures between subjects or tissues with and without VC, supporting their applicability as biomarkers. Assisted by bioinformatic analyses blending in each epigenetic component, we discovered prominent interactions between microRNAs, DNA methylation, and histone modification regarding potential influences on VC risk.

1. Introduction

Vascular calcification (VC) denotes the deposition of calcium within the vascular wall and is a major contributor to the cardiovascular risk associated with chronic kidney disease (CKD)/end-stage renal disease (ESRD), diabetes mellitus (DM), and vascular aging. The most renowned type of VC, coronary artery calcification (CAC), constitutes evidence of coronary atherosclerosis and correlates closely with the burden of vascular intimal calcification resulting from atherogenic plaques [1]. On the other hand, vascular medial calcification, or Monckeberg’s sclerosis, involves a different layer within the vascular wall and causes vessel stiffening, blood pressure elevation, cardiac hypertrophy, and adverse cardiovascular events [2]. Calcification within the vascular wall was originally perceived to result from passive physio-chemical calcium deposition with extracellular localization decades ago, but mounting evidence supports that active vascular smooth muscle cell (VSMC) trans-differentiation with osteoblast-like phenotype that carries out osteoid matrix secretion under noxious stimuli may be the major pathogenic mechanism responsible for calcification progression [3].
The coordinated interplay between various cellular components, including endothelial cells, VSMCs, fibroblasts, macrophages, and probably other immunocytes work in concert to promote calcification development within the vascular wall. Traditional wisdom regarding the VC pathophysiology centers around the up-regulation of Runt-related transcription factor 2 (RUNX2), a master upstream transcription factor of osteoblasts, and bone morphogenetic protein (BMP) in VSMCs and susceptible cells, aggravated further by persistent inflammation (cytokines), oxidative stress from advanced glycation or uremic toxin, defective osteoid resorption, and down-regulation of anti-calcific proteins or molecules [4]. However, more mechanistic research, starting since early 2010, points to the possibility that epigenetic processes serve as emerging players in the pathogenesis of VC [5]. Epigenetics describes the heritable and acquired genetic alterations that modulate the expression of one or more DNA sequences. Prior studies have already established its importance in carcinogenesis [6], metabolic dysregulation [7], and cardiovascular diseases [8]. It is then likely that epigenetic processes, including DNA methylation, histone modifications, non-coding RNAs (especially microRNAs (miRNAs)), and chromatin changes participate in the formation and perpetuation of VC. Understanding how epigenetic players shape the initiation and progress of VC can be extremely helpful for counteracting VC, for which current therapeutic regimens are frequently futile.
Existing reviews focusing on VC essentially represent the opinion pieces of field experts [9,10,11,12], but most of them fail to summarize the diverse spectrum of epigenetic processes in action for VC, are frequently process-specific, and can be outdated. To fill this knowledge gap, we conducted an updated systematic review to compile available knowledge regarding the pathogenetic and clinical implications of epigenetic processes involved in VC.

2. Strategy of Literature Review and Findings

We systematically searched through databases including PUBMED and MEDLINE to identify clinical, translational, and experimental reports addressing VC up to 30 September 2019, based on the following keyword combinations: “vascular calcification” or “vascular smooth muscle cells” + “calcification” AND “epigenetics”, “microRNA” or “miRNA”, “histone”, “histone deacetylase (HDAC)”, “histone methyltransferase (HMT)”, “non-coding RNA”, “DNA methylation”, “CpG”, “DNA methyltransferase (DNMT)”, “nucleosome”, or “chromatin”. Reports presenting original attempts to examine the epigenetic changes resulting from, concurrent with, and predisposing human/animal/cells to VC were retrieved, with their findings summarized. We excluded reviews, non-English reports, clinical trial protocols, articles whose focus were irrelevant to VC, and those involving non-epigenetic mechanisms. We divided the remaining reports according to their epigenetic mechanisms, including non-coding RNA, DNA methylation, histone modification, and chromatin changes; some of these reports were assigned in the category “biomarkers” if pathophysiological processes were not tested or only differences between clinical specimens were quantified.
After screening through 224 articles, we identified 66 original reports examining epigenetic processes in VC (Figure 1).
Interestingly, most reports (n = 40; 60.6%) [13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52] looked into the pathogenic role of non-coding RNA in VC, while histone modification (n = 6; 9.1%) [53,54,55,56,57,58], DNA methylation (n = 8; 12.1%) [5,59,60,61,62,63,64,65], and chromatin changes (n = 3; 4.5%) [66,67,68] accounted for one-fourth only. Nine (13.6%) [69,70,71,72,73,74,75,76,77] examined the discrepancy of epigenetic signatures between subjects or animals with and without VC but not their pathogenic influences. In the following sections, we summarize results from these reports and try to synthesize an inter-connected network of epigenetic regulation of VC based on the existing data assisted by bioinformatic integration.

3. miRNAs in VC: Positive and Negative VC Regulators

The evidence for miRNA in VC did not emerge until 2011, when Goettsch et al. first pinpointed miR-125b as a potential repressor of osteoblastic differentiation of VSMCs [13]. The number of reports addressing the influences of different miRNAs on VC rose successively over time, and the majority provide functional characterization of the index miRNA(s).
Among the miRNA studies we retrieved, three provide a global view of altered miRNA during the course of VC using the profiling approach based on VSMCs or calcified aortic explants from animals [27,43,46]. Chaturvedi and colleagues compared the miRNA expression profiles between calcified rat VSMCs and their matrix vesicles (MVs) [27]; they disclosed that MVs secreted by calcified VSMCs were enriched by 33 differentially expressed miRNAs, which were predicted to regulate VSMC contraction, differentiation, and proliferation by targeting MAP kinase, Wnt signaling, and protein phosphorylation/ubiquitination. Fakhry et al. compared the miRNA microarray results between induced calcified rat aorta and non-calcified controls and showed that 17 and 16 miRNAs were differentially expressed in calcified aortas at day 3 and 6 after calcification started, respectively [43]. These miRNAs, after being validated by individual quantitative polymerase chain reaction (qPCR), were predicted to affect inflammatory cytokine secretion, nuclear factor-κB (NF-κB) activation, apoptosis, and extracellular matrix depositions. Furthermore, miRNAs were also shown to alter significantly following successfully management of VC in experimental settings. Guo et al. tested whether miRNA expression levels change after treating calcified VSMCs with stem cell-derived exosomes using a microarray [46]; they disclosed that 63 and 1424 miRNAs significantly increased and decreased following VSMC exposed to exosomes, respectively, while pathway analyses suggested that MAP kinase, Wnt, and the mammalian target of rapamycin (mTOR) signaling were the main response elements to VC-directed treatment. However, these three studies did not look into the details of the biological action of individual miRNAs. The role of specific miRNA in regulating VC has been repeatedly illustrated. A total of 37 different miRNA species have been implicated in the pathogenesis of different types of VC, through in vitro demonstrations of their influences on VC severity when being up- or down-regulated (Table 1).
Among them, 15 (40.5%) have been confirmed or are suspected to promote or aggravate VC in different scenarios, while 22 (59.5%) protect against VC formation or progression. Direct gene targets have been identified for 14 miRNAs with negative VC regulatory capacity, including miR-29a/29b [14], miR-29b-3p [34], miR-30b [16,47], miR-30c [16], miR-30e [25], miR-34b/34c [29,64], miR-125b [13,22] miR-133a [19], miR-135a [30], miR-182 [42], miR-204 [15,41,50], and miR-205 [21], while few direct targets have been identified for miRNAs with VC enhancement ability (miR-34a [39], miR-128-3p [48], and miR-135a-3p [17]). In the following sections, we describe the clinical features of each VC-regulating miRNA based on their propensity for positive or negative vascular influences.

3.1. Negative VC-Regulating miRNAs

Several miRNAs reap the widest attention with regard to their ability to repress VC, including miR-30b/30c/30e and miR-133a/133b (four reports), and miR-125b and miR-204 (three reports) (Table 1). The miR-30 family contains six members, namely miR-30a, miR-30b, miR-30c-1, miR-30c-2, miR-30d, and miR-30e, located in chromosomes 1, 6, and 8 [78]. The miR-30 family plays an integral role in regulating the development and differentiation of bone, adipose tissues, reproductive systems, blood vessels, and intestinal tissues. Specifically, pre-osteoblasts with miR-30a/30b/30c/30d overexpression were found to have lower alkaline phosphatase (ALP) activity compared to controls, hence the term “osteomiR” [79]; RUNX2 and Smad1 were identified as the direct target of miR-30a/30b/30c/30d. Through targeting DLL4, over-expression of miR-30 in endothelial cells also facilitated angiogenesis and vascular sprouting [80], supporting its role in vascular physiology. Compatible with the anti-osteoblastic differentiation action shown in other tissues, Balderman et al. identified that miR-30b/30c bound to the 3’-untranslated regions (3’-UTR) of RUNX2 and suppressed bio-mineralization in miRNA transfected human VSMCs [16]. Louvet et al. also reported that miR-30b was down-regulated during in vitro human VSMC calcification [28]. Other researchers used mouse or rat VSMC and tissues for analysis; they showed similarly that miR-30b and miR-30e over-expression alleviated VC, but the direct targets in murine VSMCs (insulin-like growth factor 2 [IGF2] and SOX9) seemed to differ from those (RUNX2 and Smad1) of human ones, and the mechanisms involved varied as well (mTOR pathway in murine cells) [25,47].
The MiR-133 family, including miR-133a and miR-133b, are predominantly expressed in muscular tissues including cardiac and skeletal muscles (“myomiRs”), participating heavily in their development and proper functions by suppressing fibrosis progression [81]. The direct targets of miR-133 reportedly include transforming growth factor (TGF)-β1 and Akt in muscle cells [82], both of which are also involved in the pathogenesis of VSMC calcification. Indeed, Liao et al. first showed that miR-133a overexpression in mouse VSMCs ameliorated calcification severity by directly down-regulating RUNX2 levels [19], while Panizo and colleagues derived the same findings involving miR-133b in rat cells and uremic calcified aortas [32]. This is also true in human VSMCs, as shown by the decreased expression of miR-133a in calcified cells compared to non-calcified ones [28]. However, Wang et al. observed increased miR-133b expression in calcified rat aortas relative to the control [68], which was contradictory to findings of miR-133 in the non-VSMC and the VSMC experiments. This may be related to the differences in normalization controls, the status of adaptive responses, and the timing of RNA sampling during the VC process.
MiR-125b has long been deemed an onco-miR and tumor suppressive miR through targeting cell survival and apoptosis-related molecules, including p53, Bcl/Bak, and PI3K/Akt pathways [83]; the increased expression of miR-125b was reported in multiple types of human malignancy. In vascular tissues, miR-125b over-expression leads to a lower degree of endothelial and VSMC proliferation, more vaso-relaxation, but a greater severity of inflammation, as summarized in a prior systematic review [83]. In terms of its effect on VC, the up-regulation of miR-125b is associated with less calcium deposition by murine and human VSMCs by directly repressing Ets-1 and osterix, an important osteoblastic marker [13,22]; furthermore, our previous work demonstrated that higher VC severity among uremic patients correlates with lower circulating miR-125b levels, supporting its anti-VC effect and its clinical applicability [33].
MiR-204 was initially known for its regulatory activity toward retinal pigmented epithelia development, adipogenesis from mesenchymal stem cells (MSCs), and its anti-proliferative effect among pulmonary artery smooth muscle cells in pulmonary artery hypertension [84]. It has been shown that miR-204 promotes adipogenesis while it suppresses osteogenesis through direct inhibition of RUNX2 translation in MSCs and bone marrow stem cells [85]. A similar scenario was observed in VSMCs; Cui et al. showed that down-regulating miR-204 contributed to the development of VC in murine cells and calcified aortas through RUNX2 suppression [15], while Wang et al. further validated this relationship in human samples [50]. Lin and colleagues additionally showed that miR-204 could also oppose the progression of VC by targeting DNA methyltransferase 3a (DNMT3a) and altering DNA methylation status [41]. These findings strongly support that miR-204 serves as a potentially negative mechanism for counteracting VC.
Apart from those with multiple reports of their VC-attenuating ability, in a single report, several miRNAs exhibited a similar influence (Table 1). MiR-21, for example, a widely known onco-miR that increases in nearly most cancer types, also serves as a “mechano-miR” up-regulated in endothelial cells subjected to shear stress with anti-apoptosis ability [86]. Han et al. found that VSMC with teniposide-induced up-regulation of miR-21 had a less proliferative phenotype compared to controls, tempering the VSMC propensity to calcify [40]. MiR-25, also an onco-miR, was reported to interfere with calcium handling, attenuate inflammation, and decreased apoptosis in myocardial and renal tissues [87]. Zhang and colleagues showed that in mouse VSMCs, over-expression of miR-25 could ameliorate exogenous stimuli-triggered apoptosis and potentially subsequent calcification [51]. MiR-26a plays a pivotal role in different types of cancers by regulating cellular proliferation and participates in cardiovascular pathophysiology by targeting glycogen synthase kinase (GSK)-3β, a Wnt/β-catenin pathway component [88]. It is likely that a similar event occurs in VSMC, leading to calcification reduction, as was shown by Wu et al. in their in vitro experiments [35]. MiR-135a affect cancer progression and non-cancer cell physiology by regulating inflammatory signaling by negatively affecting the NF-κB pathway and PI3K-R2 expression [89]. Lin et al., extrapolating from results in other tissues, found that VSMCs with miR-135a inhibition had more severe calcification upon high phosphate (HP) exposure, through Kruppel-like factor 4 (KLF4) and STAT3 up-regulation [30]. MiR-142-3p was previously known to maintain stem cell pluripotency, suppress cardiac hypertrophy, and assist in lung development [90]. Ketszeri and colleagues showed that uremic patients had lower circulating miR-142-3p levels and poor vasorelaxation capacity, with similar results shown in uremic rat aortas [45]. Different from the above miRNAs, miR-143-5p/3p are well characterized miRNAs in vascular biology and regulate VSMC contractility, differentiation, and phenotypic switching [91]. Louvet et al. disclosed that miR-143-3p was down-regulated during VSMC calcification but reversed by VC-counteracting treatments [28]. MiR-182, a member of the miR-183 family, has been shown to suppress FoxO1 expression, causing impaired osteoblast differentiation and retarded osteogenesis in MSCs [92]. Zhang et al. showed that a similar phenomenon occurred in VSMCs, in which miR-182 over-expression led to reduced calcium deposition [42]. MiR-205 exhibits diverse influences in cancer and non-cancerous tissues by targeting multiple oncogenes and growth factors. Qiao and colleagues further demonstrated that miR-205 attenuated human VSMC calcification by inhibiting RUNX2 expression [21]. MiR-211 reportedly plays a role in chondrocyte differentiation by decreasing inflammatory cytokine secretion and matrix degradation [93], and Panizo et al. showed that miR-211 regulated VC in vitro and in vivo, although the mechanism involved was not shown clearly [32]. MiR-297a, previously not reported to be expressed in VSMCs, was also shown to suppress VC in a nicotine and vitamin D-induced VC rat model, although more evidence is still needed [31]. MiR-302b, a well-known oncogene in multiple tumors, ameliorated VC through direct down-regulation of RUNX2 [38]. The above findings suggest that multiple miRNAs may exert anti-VC actions in VSMCs; however, evidence for other potential pathways involved is still unclear and remains an active area of investigation.

3.2. Positive VC-Regulating miRNAs

Anecdotal reports suggested that certain miRNAs could promote the progression of VC as well, although the number of such reports is significantly fewer than that of negative VC regulating miRNAs. Through miRNA microarray analysis, Liu et al. discovered that miR-32 increased RUNX2 expression and promoted VC in VSMCs by directly targeting phosphatase and tensin homolog (PTEN) [37], which was also found in cancer cells including colorectal cancer and MSCs [94]. MiR-128-3p has been shown to suppress inhibitors of Wnt/β-catenin and TGF-β signaling in cancer cells [95], leading to canonical Wnt activation and tumor resistance; Wang et al. demonstrated that pancreatic tissue with miR-128-3p up-regulation also accelerated VC by intensifying Wnt/β-catenin signaling in diabetic animals, not VSMCs [48]. In endothelial cells, miR-135a-3p potently antagonizes angiogenesis and potentially serves as a tumor suppressor [96], while Gui et al. additionally showed that VSMCs with miR-128-3p overexpression reduced Ca2+ efflux and became calcified [17]. MiR-155 is extensively involved in diseases including malignancy, inflammatory, and cardiovascular disorders due to its wide signaling network connection [97]. Wang and colleagues similarly disclosed that calcified VSMCs exhibited increased expression of miR-155 compared to control cells, although the direct target was unclear [68]. MiR-221/222 are homologous miRNAs that modulate cell growth, inflammation, and oxidative stress, and over-expression of both miRNAs in VSMCs assists in calcification progression [20]. Finally, several miRNAs, including miR-712-3p, miR-714, miR-762, miR-2861, and miR-3960 have been found to modulate aortic calcification severity by reducing Ca2+ efflux and altering histone acetylation status [17,24]. It is interesting to observe that very few of these positive VC regulating miRNAs have their direct targets identified (Table 1), and this phenomenon may hint at the possibility that positive VC regulating miRNAs are potential therapeutic targets to be considered in future studies.

3.3. MiRNAs with Controversial Influences on VC

Three groups of miRNAs, namely miR-29, miR-34 family, and miR-223, exhibited pro- and anti-calcification properties in different reports (Table 1). The MiR-29 family contain three members, namely miR-29a, 29b, and 29c; these members exhibit immunoregulatory ability, affect muscle cell physiology, and modulate cell survival [98]. Experiments based on rat, human VSMCs, and calcified arteries from rat showed that miR-29a/29b/29c could ameliorate [14,34,44] or aggravate [26,32] calcification progression (Table 1). We believe that this controversial finding can be interpreted from the following perspective; first, those with the direct targets of miR-29 family members uncovered [14,34] all concluded that these miRNAs were negative VC regulators. Among reports concluding miR-29 family members are pro-calcific, Sudo et al. showed that VSMCs with miR-29b over-expression and silencing had nearly 30% and 35% higher and lower calcium deposition than control, respectively, while the miR-29a function was unclear [26]. Panizo et al. showed that silencing miR-29b could lead to less severe calcification but over-expressing miR-29b did not exhibit a corresponding pro-calcific effect [32]. On the other hand, reports that support an anti-calcific role of miR-29 family members uniformly identify a compatible trend of calcification changes upon up- and down-regulation of miR-29a/29b [14] and miR-29b-3p [34]. Consequently, we believe that miR-29 family members more likely ameliorate calcification severity than aggravate calcification in light of current evidence.
The MiR-34 family, including miR-34a/34b/34c, is a prototypic tumor suppressor that represses cancer cell viability and metastasis and is regulated by p53 [99]. Over-expression of miR-34 family members in other cell types may modulate their differentiation, apoptosis, and self-renewal properties. In VSMCs, miR-34b/34c has been shown to attenuate VC severity through down-regulating special AT-rich sequence-binding protein 2 (SATB2) and subsequently RUNX2 expression levels [29], while down-regulating miR-34b in VSMCs also leads to enhanced calcification [64]. On the contrary, Badi et al. focused on the role of miR-34a in the pathogenesis of VC using miR-34 knockout mice [39]. They found that such genetically manipulated mice receiving vitamin D had less soft tissue and aortic calcification compared to wildtype littermates, and the effect was mediated through miR-34-dependent sirtuin 1 (SIRT1) suppression. Such discrepancy regarding the biologic effect within the miR-34 family may be related to differential targeting of each member. For example, miR-34a but not miR-34b/34c has been reported to inhibit SIRT6 expression in several cell lines, and SIRT6 is a renowned inhibitor of vascular aging and atherosclerosis [100]. Despite all members of miR-34 family being shown to inhibit canonical Wnt signaling, differences regarding their efficacy to suppress Wnt pathway members still vary [101]. Along this line, different miR-34 members may have their own balance between pro-calcific and anti-calcific signaling, leading to the observed differences in their influences on VC.
MiR-223 was first characterized by its abundant expression in the hematopoietic system and its ability to induce granulopoiesis, but its role in systemic and local immunoregulation and pro-inflammation has gradually been recognized [102]. By virtue of its suppressive effect toward IκB kinase α (IKKα), STAT3, and NOD-, LRR- and pyrin domain-containing protein 3 (NLRP3), aberrant miR-223 levels are associated with various inflammatory disorders, diabetes mellitus with insulin resistance, and atherosclerosis [102,103]. However, a cell specific effect is evident regarding miR-223 in the pathogenesis of VC. M’Baya-Moutoula et al. revealed that in monocyte/macrophage cell lines, miR-223 over-expression facilitated their differentiation toward osteoclasts and potentially ameliorated the degree of calcification within the vessel wall [23]. Similar findings were obtained by Li et al., although the target gene differed [36]. Alternatively, VSMCs with miR-223 over-expression had increased proliferation and migratory ability, while calcified VSMCs had significantly up-regulated miR-223 levels [18]. Cavallari et al. also showed that uremic patients with VC had nearly 2-fold higher levels of plasma exosomal miR-223 compared to control groups [49], lending support to the potential agonistic effect for VC for miR-223. This difference in miR-223 effect on VC seems to depend on cell type and the clinical context being evaluated.

3.4. Non-Coding RNA and VC

We only found one report addressing the influence of long non-coding RNA (lncRNA) on VSMC calcification. Song et al. discovered that a lncRNA, H19, was down-regulated in an in vitro model of VC, which was reversible upon VC counteracting treatments [52]. However, how this lncRNA regulates the VC process has not been shown.

3.5. An Integrative Perspective: Other Targets of Literature-Identified miRNAs in VC

In order to extend the spectrum of potential downstream effectors of miRNAs we summarized above, we further construct a circular ribbon plot, examining the complex inter-relationship between candidate miRNAs (Table 1) and pathways/signaling involved in VC as reported by others (Figure 2).
We discovered that an intimate relationship exists between these miRNAs and PI3K-Akt, MAPK, AMPK, and Wnt signaling, lending support to the possibility that multiple pathways are involved in the miRNAs regulation of VC probability, besides those reported by studies included in this systematic review. We additionally found that many candidate miRNAs influence reactive oxygen species generation or anti-oxidant signaling, both of which are also critical mediators and propagators of VC (Figure 2). Few of these miRNAs directly target RUNX2, the master osteoblastic differentiation gene, which is compatible with our summary of the existing literature (Table 1).

4. DNA Methylation in VC

A total of eight articles evaluate the influence of DNA methylation in the process of VC, ranging from in vitro to in vivo settings [5,59,60,61,62,63,64,65]. Common precipitators of VC, including HP environment, uremic toxin (indoxyl sulfate (IS)), and extracellular matrix constituents, have all been found to intensify the severity of VC through changes in methylation status of specific genes involved in osteoblastic differentiation. For example, HP exposure in vitro is a powerful inducer of calcification for treated VSMCs, by inducing DNMT activity and SM22α promoter methylation [5]. It is interesting to observe that DNMT inhibition using 5-aza-2’-deoxycytidine among HP-treated VSMCs similarly promotes calcification progression by demethylating the promoter region of alkaline phosphatase [59]. HP further causes the up-regulation of methyl-CpG binding protein 2 (Mecp2) and suppresses the expression of peroxisome proliferator-activated receptor-γ (PPAR-γ) and Klotho, a calcification antagonizer, among VSMCs [63]. Apart from the methylation of calcification inhibitors, HP also contributes to VSMC calcification via DNMT3a up-regulation and hyper-methylation of the upstream promoter of miR-34b, and such methylation change is reversible upon 5-aza-2’-deoxycytidine use [64].
Other calcification stimuli also participate in the pathogenesis of VC through methylation changes. Chen et al. reported that IS treatment enhanced the upstream CpG methylation status of Klotho in treated VSMCs, thereby lowering Klotho expression and precipitating VSMC calcification [60]. Such tendency for hypermethylation might be related to VSMC DNMT1 and DNMT3a up-regulation and could be improved by 5-aza-2’-deoxycytidine. In addition, Xie et al. showed that stiffening of VSMC extracellular matrices using polyacrylamide gel caused intracellular DNMT1 down-regulation, facilitating the osteogenic trans-differentiation of VSMC by altering the methylation status of SM22α and α-smooth muscle actin (SMA) [61].
In addition to DNMT-mediated gene expression changes, protein arginine N-methyltransferase (PRMT)-mediated changes may also play a role in the pathogenesis of VC, mostly through modulating non-canonical Wnt signaling. Cheng et al. showed that in low density lipoprotein receptor (LDLR) knockout mice, conditional LRP6 deletion in VSMCs activated the non-canonical Wnt pathway by altering PRMT-1 activity and ALP promoter activities [65]. Ramachandran and colleagues similarly disclosed that in LRP6 knockout mice, monomethylation of 21 genes increased in VSMCs, accompanied by reductions in demethylation level compared to wild type littermate [62]. Specifically, the enhanced monomethylation of G3BP1 in LRP6 deficient VSMCs is linked to nuclear factor of activated T cells-3c (NFAT3c) up-regulation and elevating alkaline phosphatase transcription, predisposing it to the formation of VC.

5. Histone Modification in VC

Another important mechanism for epigenetic regulation is histone modification, consisting of the methylation, acetylation, phosphorylation, ubiquitination, and sometimes sumoylation of histone, causing chromatin conformational and localized gene expression changes. Histone deacetylation and methylation related to HDAC and HMT activities are two of the most common processes involved. Based on results from the six reports we identified (Figure 1), we try to describe the biologic importance of histone modification in VC.
The role of histone modification in the pathogenesis of VC was first shown by Azechi et al., who found that the inhibition of HDAC using trichostatin A increased calcium deposition of HP-treated VSMCs by up-regulating ALP expression [53]. Another group subsequently showed that HDAC1 inhibition due to MDM2 action or chemicals such as apicidin also contributed to VC aggravation in vitro and in vivo, and proteasomal degradation of HDAC appeared to be the main mechanism [54]. On the contrary, Abend and colleagues reported that HDAC4 was up-regulated early during the course of in vitro calcification, and the pharmacological inhibition of the upstream regulators of HDAC4 could reduce VC severity [56]. Histone methylation changes also occur in calcified VSMCs. Kurozumi et al. examined an in vitro model of interleukin-6 (IL-6)-induced VSMC calcification, and discovered that JMJD 2B, a histone lysine demethylase, modulated the expression of RUNX2 through a transcriptional repressor, H3K9me3, and a transcriptional enhancer, H3K4me3, located in the RUNX2 promoter region [57]. Chen et al., alternatively, disclosed that down-regulation of lysine methyltransferase 7/9 (SET7/9) played a role in another model of IS-induced VSMC calcification [58]. However, the exact methylation signature in the IS model was not described clearly in their findings.
Histone modifications also occur in other cellular contributors in VC; Chinetti-Gbaguidi et al. revealed that macrophages near the calcification centers within the vascular wall had a signature of an increased H3K27me3, indicating the transcriptional repression of genes involved in osteoclast activity and bone resorption [55]. This phenotype of defective calcium recycling likely contributes to the propagation of calcification lesions within the vascular intima and media, although more evidence is needed to gauge the extent to which macrophage with osteoclastic differentiation affects the calcification process.

6. Chromatin Changes in VC

Relatively few reports address the chromatin changes in the process of VC, and the contribution of chromatin conformational changes to VC pathogenesis remains largely an uncharted sea. We found three reports mentioning changes in chromatin structure pertaining to VC (Figure 1): in MSCs exposed to HP, Fujita et al. observed that viable VSMCs that calcified exhibited chromatin condensation and/or fragmentation while non-calcified cells did not [66]. SMARCA, a chromatin remodeler influencing chromatin structure and gene expression, has been shown to increase significantly in calcified rat aortas compared to non-calcified ones, and SMARCA upregulation might contribute to aberrant levels of VC-regulating miRNAs [68]. Gilham and colleagues demonstrated that molecules inhibiting chromatin modification site readers such as BET protein might help improve VC, but the findings were limited to in vitro only [67]. Although results from these three studies lend support to the notion that chromatin changes can be a unique signature of VC and even be pathogenic and druggable, more mechanistic research is expected to shed light on the specificity and the efficacy of such chromatin-oriented interventions for VC.

7. The Cross-Talk between Epigenetic Mechanisms in VC

Among the 67 reports we included in this review, four have gone further to address the interactions between different epigenetic mechanisms involved in VC pathology [24,41,64,68]. A cross-talk between miRNAs and DNA methylation machinery has been examined by two reports [41,64], while that between miRNAs and histone modification [24] or chromatin changes [68] is also noted in one report for each. For example, a reciprocal relationship between miR-204, a negative VC regulator, and DNMT3a, a putative promoter of VC, was described in a HP-induced VSMC calcification model [41]. Expression levels of miR-34b, another negative VC regulator, are reportedly under the control of DNMT3a as well, and the inhibitory effect of DNMT3a can be salvageable through demethylating agents [64]. MiRNAs can be potential upstream regulators of HDAC, leading to calcification severity modulation, as exemplified by Xia et al. [24].
We further constructed a circular ribbon plot to examine any potential regulatory relationship between miRNAs, histone modification, and DNA methylation regarding the pathogenesis of VC to better delineate the spectrum of interactions (Figure 3).
The literature-identified miRNAs (Table 1) exhibit wide connections with multiple integral components of DNA methylation, including DNMT, UHRF family, which adapt DNMT to methylated regions, TET family demethylases, TDG family, and the methyl CpG binding domain (MBD) protein family (Figure 3). Besides, we also observe wide-spread links between selected miRNAs and histone or chromatin modification related genes including HMT and HDAC families, and ZBTB family, which recruit other histone modification enzymes to chromatin, suggesting that miRNAs may serve as pivotal anchors coordinating between different epigenetic machineries in the pathogenesis of VC.

8. Discrepancies between Calcified and Non-Calcified Tissues or Cells: Potential for Uncovering Clinical Biomarkers

There are nine studies examining solely the differences regarding individual epigenetic machinery between calcified and non-calcified specimens [69,70,71,72,73,74,75,76,77]. Differences in circulating miRNAs between plaques with and without calcification, and between patients with and without VC are the most frequently examined topics (seven reports), followed by differences in DNA methylation status of peripheral leukocytes (two reports). These studies identified that individuals with ESRD or at risk of developing VC had significantly lower circulatory miR-15b [69], miR-223-3p and miR-93 [71], miR-125b [75], lower intra-plaque miR-1-3p, miR-133b, and miR-4530 [73], and higher circulatory miR-29b [74] compared to nonuremic or non-calcified ones. Other plausible VC-regulating miRNAs listed in Table 1 have not been examined in the existing literature. Specifically, only circulatory miR-125b and intra-plaque miR-133b expression levels are consistent with regard to their effect on VC across multiple different studies, as shown in Table 1, while the other miRNAs (miR-15b, miR-223-3p, miR-93, miR-1-3p, and miR-4530) have not been tested in experimental settings about their influences on VC. The utility of these putative biomarker miRNAs in clinical settings thus remains controversial.
On the other hand, Pickering et al. reported that serum miR-26a, miR-34a, and miR-223 did not differ between those with and without VC progression [77], findings that are in contrast to those by Cavallari et al., who described that plasma miR-223 increased in those with ESRD under chronic dialysis [49]. It is likely that the numbers of subjects being tested, the timing of the assay for circulatory miRNAs, the controls used to derive miRNA data, and the biologic fluid assayed may account for the discrepancy we observed. Optimal standardization of circulatory miRNA measurement and test setting selection is needed for a better comparison of results between reports. Finally, gender-specific differences in circulatory miRNA profiles among individuals with different VC severity may exist; Dudink and colleagues showed that male individuals with CAC had higher levels of plasma miR-103, miR-125a, miR-221, and miR-223 than those without, while female individuals with CAC and descending aorta calcification had higher levels of plasma miR-221 and miR-212, respectively [76]. Nonetheless, more data are still needed to ascertain whether gender-specific differences in epigenetic biomarkers of VC exist clinically.

9. Conclusion and Future Perspectives

Throughout the development, consolidation, and progression of VC, epigenetic machineries play an important regulatory role through miRNAs, DNA promoter methylation, and chromatin and histone modification, individually or in combination. MiRNAs are the most widely reported epigenetic mechanism through which VSMCs acquire osteoblast-like phenotypes when they are exposed to noxious and pro-calcific stimuli. Assisted by the up- or down-regulation of DNMT and the alteration of PRMT, calcification inhibiting genes such as negative VC-regulating miRNA may be hypermethylated, accompanied by the activation of vital osteoblast-differentiation genes in VSMCs, culminating in the occurrence of VC. Specific histone tail methylation or the deregulation of different HDAC members similarly predispose VSMCs to calcification, and histone modification further influences other cellular players in the VC foci such as macrophages. Changes in chromatin conformation and structures and their precipitators are promising contributors to VC, although the supporting evidence is still scant. The cross-talk between different epigenetic machineries regarding VC, after all, may be the ultimate realm that necessitates our attention, and there are already pilot studies addressing the biologic plausibility and pathogenic importance of these relationships. We believe that incoming studies in the near future will sharpen or even revolutionize our view on the pathogenesis of VC through an eye-opening window.

Author Contributions

Study design: M.-T.L., C.-T.C., and K.-C.L.; Literature survey and analysis: Y.-C.H., C.-L.L., T.-H.Y., and C.-T.C.; Article drafting: Y.-C.H., C.-L.L., T.-H.Y., M.-T.L., C.-T.C., and K.-C.L.; All authors approved the final version of the manuscript.

Funding

The current study has been funded by the National Taiwan University Hospital Beihu branch and the Ministry of Science and Technology, Taiwan (MOST 108-2314-B-002-055-).

Acknowledgments

The authors are grateful to the second core laboratory of the Department of Medical Research, National Taiwan University for their technical input.

Conflicts of Interest

The authors have no relevant financial or non-financial competing interests to declare in relation to this manuscript.

Abbreviations

3’-UTR3’-untranslated region
ALPalkaline phosphatase
BMPbone morphogenetic protein
CACcoronary artery calcification
CKDchronic kidney disease
DMdiabetes mellitus
DNMTDNA methyltransferase
ESRDend-stage renal disease
GSKglycogen synthase kinase
HDAChistone deacetylase
HMThistone methyltransferase
HPhigh phosphate
IGFinsulin-like growth factor
ISindoxyl sulfate
KLFKruppel-like factor
LDLRlow density lipoprotein receptor
lncRNAlong non-coding RNA
MBDmethyl-CpG binding domain
Mecpmethyl-CpG binding protein
miRNAmicroRNA
MSCmesenchymal stem cell
mTORmammalian target of rapamycin
MVmatrix vesicle
NFATnuclear factor of activated T cells
NF-κBnuclear factor-κB
PPAR-γperoxisome proliferator-activated receptor-γ
PRMTprotein arginine N-methyltransferase
PTENphosphatase and tensin homolog
qPCRquantitative polymerase chain reaction
RUNX2Runt-related transcription factor 2
SATBspecial AT-rich sequence-binding protein
SIRTsirtuin
SMAsmooth muscle actin
TGFtransforming growth factor
VCvascular calcification
VSMCvascular smooth muscle cell

References

  1. Alluri, K.; Joshi, P.H.; Henry, T.S.; Blumenthal, R.S.; Nasir, K.; Blaha, M.J. Scoring of coronary artery calcium scans: History, assumptions, current limitations, and future directions. Atherosclerosis 2015, 239, 109–117. [Google Scholar] [CrossRef]
  2. McCullough, P.A.; Agrawal, V.; Danielewicz, E.; Abela, G.S. Accelerated Atherosclerotic Calcification and Mönckeberg’s Sclerosis: A Continuum of Advanced Vascular Pathology in Chronic Kidney Disease. Clin. J. Am. Soc. Nephrol. 2008, 3, 1585–1598. [Google Scholar] [CrossRef] [Green Version]
  3. Doherty, T.M.; Fitzpatrick, L.A.; Inoue, D.; Qiao, J.H.; Fishbein, M.C.; Detrano, R.C.; Shah, P.K.; Rajavashisth, T.B. Molecular, Endocrine, and Genetic Mechanisms of Arterial Calcification. Endocr. Rev. 2004, 25, 629–672. [Google Scholar] [CrossRef] [Green Version]
  4. Chen, N.X.; Moe, S.M. Pathophysiology of Vascular Calcification. Curr. Osteoporos. Rep. 2015, 13, 372–380. [Google Scholar] [CrossRef]
  5. de Oca, A.M.; Madueño, J.A.; Martinez-Moreno, J.M.; Guerrero, F.; Muñoz-Castañeda, J.; Rodriguez-Ortiz, M.E.; Mendoza, F.J.; Almaden, Y.; Lopez, I.; Rodriguez, M.; et al. High-phosphate-induced calcification is related to SM22α promoter methylation in vascular smooth muscle cells. J. Bone Miner. Res. 2010, 25, 1996–2005. [Google Scholar] [CrossRef]
  6. Flavahan, W.A.; Gaskell, E.; Bernstein, B.E. Epigenetic plasticity and the hallmarks of cancer. Science 2017, 357, eaal2380. [Google Scholar] [CrossRef] [Green Version]
  7. Sales, V.M.; Ferguson-Smith, A.C.; Patti, M.E. Epigenetic Mechanisms of Transmission of Metabolic Disease across Generations. Cell Metab. 2017, 25, 559–571. [Google Scholar] [CrossRef] [Green Version]
  8. Zhang, W.; Song, M.; Qu, J.; Liu, G.H. Epigenetic Modifications in Cardiovascular Aging and Diseases. Circ. Res. 2018, 123, 773–786. [Google Scholar] [CrossRef]
  9. Wu, S.S.; Lin, X.; Yuan, L.Q.; Liao, E.Y. The Role of Epigenetics in Arterial Calcification. Biomed. Res. Int. 2015, 2015, 320849. [Google Scholar] [CrossRef]
  10. Nanoudis, S.; Pikilidou, M.; Yavropoulou, M.; Zebekakis, P. The Role of MicroRNAs in Arterial Stiffness and Arterial Calcification. An Update and Review of the Literature. Front. Genet. 2017, 8, 209. [Google Scholar] [CrossRef] [Green Version]
  11. Kwon, D.H.; Kim, Y.K.; Kook, H. New Aspects of Vascular Calcification: Histone Deacetylases and Beyond. J. Korean Med. Sci. 2017, 32, 1738–1748. [Google Scholar] [CrossRef]
  12. Kim, Y.K.; Kook, H. Diverse roles of noncoding RNAs in vascular calcification. Arch. Pharm. Res. 2019, 42, 244–251. [Google Scholar] [CrossRef]
  13. Goettsch, C.; Rauner, M.; Pacyna, N.; Hempel, U.; Bornstein, S.R.; Hofbauer, L.C. miR-125b Regulates Calcification of Vascular Smooth Muscle Cells. Am. J. Pathol. 2011, 179, 1594–1600. [Google Scholar] [CrossRef]
  14. Du, Y.; Gao, C.; Liu, Z.; Wang, L.; Liu, B.; He, F.; Zhang, T.; Wang, Y.; Wang, X.; Xu, M.; et al. Upregulation of a Disintegrin and Metalloproteinase with Thrombospondin Motifs-7 by miR-29 Repression Mediates Vascular Smooth Muscle Calcification. Arterioscler. Thromb. Vasc. Biol. 2012, 32, 2580–2588. [Google Scholar] [CrossRef] [Green Version]
  15. Cui, R.R.; Li, S.J.; Liu, L.J.; Yi, L.; Liang, Q.H.; Zhu, X.; Liu, G.Y.; Liu, Y.; Wu, S.S.; Liao, X.B.; et al. MicroRNA-204 regulates vascular smooth muscle cell calcification in vitro and in vivo. Cardiovasc. Res. 2012, 96, 320–329. [Google Scholar] [CrossRef] [Green Version]
  16. Balderman, J.A.; Lee, H.Y.; Mahoney, C.E.; Handy, D.E.; White, K.; Annis, S.; Lebeche, D.; Hajjar, R.J.; Loscalzo, J.; Leopold, J.A. Bone morphogenetic protein-2 decreases microRNA-30b and microRNA-30c to promote vascular smooth muscle cell calcification. J. Am. Heart Assoc. 2012, 1, e003905. [Google Scholar] [CrossRef] [Green Version]
  17. Gui, T.; Zhou, G.; Sun, Y.; Shimokado, A.; Itoh, S.; Oikawa, K.; Muragami, Y. MicroRNAs that target Ca2+ transporters are involved in vascular smooth muscle cell calcification. Lab. Investig. 2012, 92, 1250. [Google Scholar] [CrossRef] [Green Version]
  18. Rangrez, A.Y.; M’Baya-Moutoula, E.; Metzinger-Le Meuth, V.; Hénaut, L.; Djelouat, M.S.; Benchitrit, J.; Massy, Z.A.; Metzinger, L. Inorganic phosphate accelerates the migration of vascular smooth muscle cells: Evidence for the involvement of miR-223. PLoS ONE 2012, 7, e47807. [Google Scholar] [CrossRef]
  19. Liao, X.B.; Zhang, Z.Y.; Yuan, K.; Liu, Y.; Feng, X.; Cui, R.R.; Hu, Y.R.; Yuan, Z.S.; Gu, L.; Li, S.J.; et al. MiR-133a Modulates Osteogenic Differentiation of Vascular Smooth Muscle Cells. Endocrinology 2013, 154, 3344–3352. [Google Scholar] [CrossRef] [Green Version]
  20. Mackenzie, N.C.; Staines, K.A.; Zhu, D.; Genever, P.; Macrae, V.E. miRNA-221 and miRNA-222 synergistically function to promote vascular calcification. Cell Biochem. Funct. 2014, 32, 209–216. [Google Scholar] [CrossRef]
  21. Qiao, W.; Chen, L.; Zhang, M. MicroRNA-205 Regulates the Calcification and Osteoblastic Differentiation of Vascular Smooth Muscle Cells. Cell. Physiol. Biochem. 2014, 33, 1945–1953. [Google Scholar] [CrossRef]
  22. Wen, P.; Cao, H.; Fang, L.; Ye, H.; Zhou, Y.; Jiang, L.; Su, W.; Xu, H.; He, W.; Dai, C.; et al. miR-125b/Ets1 axis regulates transdifferentiation and calcification of vascular smooth muscle cells in a high-phosphate environment. Exp. Cell. Res. 2014, 322, 302–312. [Google Scholar] [CrossRef]
  23. M’Baya-Moutoula, E.; Louvet, L.; Metzinger-Le Meuth, V.; Massy, Z.A.; Metzinger, L. High inorganic phosphate concentration inhibits osteoclastogenesis by modulating miR-223. Biochim. Biophys. Acta Mol. Basis Dis. 2015, 1852, 2202–2212. [Google Scholar] [CrossRef] [Green Version]
  24. Xia, Z.Y.; Hu, Y.; Xie, P.L.; Tang, S.Y.; Luo, X.H.; Liao, E.Y.; Chen, Y.; Xie, H. Runx2/miR-3960/miR-2861 Positive Feedback Loop Is Responsible for Osteogenic Transdifferentiation of Vascular Smooth Muscle Cells. Biomed. Res. Int. 2015, 2015, 624037. [Google Scholar] [CrossRef] [Green Version]
  25. Ding, W.; Li, J.; Singh, J.; Alif, R.; Vazquez-Padron, R.I.; Gomes, S.A.; Hare, J.M.; Shehadeh, L.A. miR-30e targets IGF2-regulated osteogenesis in bone marrow-derived mesenchymal stem cells, aortic smooth muscle cells, and ApoE−/− mice. Cardiovasc. Res. 2015, 106, 131–142. [Google Scholar] [CrossRef] [Green Version]
  26. Sudo, R.; Sato, F.; Azechi, T.; Wachi, H. MiR-29-mediated elastin down-regulation contributes to inorganic phosphorus-induced osteoblastic differentiation in vascular smooth muscle cells. Genes Cells 2015, 20, 1077–1087. [Google Scholar] [CrossRef] [Green Version]
  27. Chaturvedi, P.; Chen, N.X.; O’Neill, K.; McClintick, J.N.; Moe, S.M.; Janga, S.C. Differential miRNA Expression in Cells and Matrix Vesicles in Vascular Smooth Muscle Cells from Rats with Kidney Disease. PLoS ONE 2015, 10, e0131589. [Google Scholar] [CrossRef] [Green Version]
  28. Louvet, L.; Metzinger, L.; Büchel, J.; Steppan, S.; Massy, Z.A. Magnesium Attenuates Phosphate-Induced Deregulation of a MicroRNA Signature and Prevents Modulation of Smad1 and Osterix during the Course of Vascular Calcification. Biomed. Res. Int. 2016, 2016, 7419524. [Google Scholar] [CrossRef]
  29. Hao, J.; Zhang, L.; Cong, G.; Ren, L.; Hao, L. MicroRNA-34b/c inhibits aldosterone-induced vascular smooth muscle cell calcification via a SATB2/Runx2 pathway. Cell Tissue Res. 2016, 366, 733–746. [Google Scholar] [CrossRef]
  30. Lin, L.; He, Y.; Xi, B.L.; Zheng, H.C.; Chen, Q.; Li, J.; Hu, Y.; Ye, M.H.; Chen, P.; Qu, Y. MiR-135a Suppresses Calcification in Senescent VSMCs by Regulating KLF4/STAT3 Pathway. Curr. Vasc. Pharmacol. 2016, 14, 211–218. [Google Scholar] [CrossRef] [Green Version]
  31. Zheng, S.; Zhang, S.; Song, Y.; Guo, W.; Zhai, W.; Qiu, X.; Li, J. MicroRNA-297a regulates vascular calcification by targeting fibroblast growth factor 23. Iran. J. Basic Med. Sci. 2016, 19, 1331–1336. [Google Scholar]
  32. Panizo, S.; Naves-Díaz, M.; Carrillo-López, N.; Martínez-Arias, L.; Fernández-Martín, J.L.; Ruiz-Torres, M.P.; Cannata-Andia, J.B.; Rodriguez, I. MicroRNAs 29b, 133b, and 211 Regulate Vascular Smooth Muscle Calcification Mediated by High Phosphorus. J. Am. Soc. Nephrol. 2016, 27, 824–834. [Google Scholar] [CrossRef] [Green Version]
  33. Chao, C.T.; Liu, Y.P.; Su, S.F.; Yeh, H.Y.; Chen, H.Y.; Lee, P.J.; Chen, W.J.; Lee, Y.M.; Huang, J.W.; Chiang, C.K.; et al. Circulating MicroRNA-125b Predicts the Presence and Progression of Uremic Vascular Calcification. Arterioscler. Thromb. Vasc. Biol. 2017, 37, 1402–1414. [Google Scholar] [CrossRef] [Green Version]
  34. Jiang, W.; Zhang, Z.; Yang, H.; Lin, Q.; Han, C.; Qin, X. The Involvement of miR-29b-3p in Arterial Calcification by Targeting Matrix Metalloproteinase-2. Biomed. Res. Int. 2017, 2017, 6713606. [Google Scholar] [CrossRef]
  35. Wu, W.; Shang, Y.; Dai, S.; Yi, F.; Wang, X. MiR-26a regulates vascular smooth muscle cell calcification in vitro through targeting CTGF. Bratisl. Lek. Listy 2017, 118, 499–503. [Google Scholar] [CrossRef]
  36. Li, J.; Xing, G.; Zhang, L.; Shang, J.; Li, Y.; Li, C.; Tian, F.; Yang, X. Satb1 promotes osteoclastogenesis by recruiting CBP to upregulate miR-223 expression in chronic kidney disease-mineral and bone disorder. Pharmazie 2017, 72, 680–686. [Google Scholar]
  37. Liu, J.; Xiao, X.; Shen, Y.; Chen, L.; Xu, C.; Zhao, H.; Wu, Y.; Zhang, Q.; Zhong, J.; Tang, Z.; et al. MicroRNA-32 promotes calcification in vascular smooth muscle cells: Implications as a novel marker for coronary artery calcification. PLoS ONE 2017, 12, e0174138. [Google Scholar] [CrossRef]
  38. Sun, W.I.; Wang, N.; Xu, Y. Impact of miR-302b on Calcium-phosphorus Metabolism and Vascular Calcification of Rats with Chronic Renal Failure by Regulating BMP-2/Runx2/Osterix Signaling Pathway. Arch. Med. Res. 2018, 49, 164–171. [Google Scholar] [CrossRef]
  39. Badi, I.; Mancinelli, L.; Polizzotto, A.; Ferri, D.; Zeni, F.; Burba, I.; Milano, G.; Brambilla, F.; Saccu, C.; Bianchi, M.E.; et al. miR-34a Promotes Vascular Smooth Muscle Cell Calcification by Downregulating SIRT1 (Sirtuin 1) and Axl (AXL Receptor Tyrosine Kinase). Arterioscler. Thromb. Vasc. Biol. 2018, 38, 2079–2090. [Google Scholar] [CrossRef]
  40. Han, H.; Yang, S.; Liang, Y.; Zeng, P.; Liu, L.; Yang, X.; Duan, Y.; Han, J.; Chen, Y. Teniposide regulates the phenotype switching of vascular smooth muscle cells in a miR-21-dependent manner. Biochem. Biophys. Res. Commun. 2018, 506, 1040–1046. [Google Scholar] [CrossRef]
  41. Lin, X.; Xu, F.; Cui, R.R.; Xiong, D.; Zhong, J.Y.; Zhu, T.; Li, F.; Wu, F.; Xie, X.B.; Mao, M.Z.; et al. Arterial Calcification Is Regulated Via an miR-204/DNMT3a Regulatory Circuit Both In Vitro and in Female Mice. Endocrinology 2018, 159, 2905–2916. [Google Scholar] [CrossRef] [PubMed]
  42. Zhang, Z.; Jiang, W.; Yang, H.; Lin, Q.; Qin, X. The miR-182/SORT1 axis regulates vascular smooth muscle cell calcification in vitro and in vivo. Exp. Cell Res. 2018, 362, 324–331. [Google Scholar] [CrossRef] [PubMed]
  43. Fakhry, M.; Skafi, N.; Fayyad-Kazan, M.; Kobeissy, F.; Hamade, E.; Mebarek, S.; Habib, A.; Borghol, N.; Zeidan, A.; Magne, D.; et al. Characterization and assessment of potential microRNAs involved in phosphate-induced aortic calcification. J. Cell. Physiol. 2018, 233, 4056–4067. [Google Scholar] [CrossRef] [PubMed]
  44. Zhang, H.; Chen, J.; Shen, Z.; Gu, Y.; Xu, L.; Hu, J.; Zhang, X.; Ding, X. Indoxyl sulfate accelerates vascular smooth muscle cell calcification via microRNA-29b dependent regulation of Wnt/β-catenin signaling. Toxicol. Lett. 2018, 284, 29–36. [Google Scholar] [CrossRef] [PubMed]
  45. Kétszeri, M.; Kirsch, A.; Frauscher, B.; Moschovaki-Filippidou, F.; Mooslechner, A.A.; Kirsch, A.H.; Schabhuettl, C.; Aringer, I.; Artinger, K.; Pregartner, G.; et al. MicroRNA-142-3p improves vascular relaxation in uremia. Atherosclerosis 2019, 280, 28–36. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  46. Guo, Y.; Bao, S.; Guo, W.; Diao, Z.; Wang, L.; Han, X.; Guo, W.; Liu, W. Bone marrow mesenchymal stem cell–derived exosomes alleviate high phosphorus-induced vascular smooth muscle cells calcification by modifying microRNA profiles. Funct. Integr. Genomics 2019, 19, 633–643. [Google Scholar] [CrossRef]
  47. Xu, T.H.; Qiu, X.B.; Sheng, Z.T.; Han, Y.R.; Wang, J.; Tian, B.Y.; Yao, L. Restoration of microRNA-30b expression alleviates vascular calcification through the mTOR signaling pathway and autophagy. J. Cell. Physiol. 2019, 234, 14306–14318. [Google Scholar] [CrossRef]
  48. Wang, X.Y.; Zhang, X.Z.; Li, F.; Ji, Q.R. MiR-128-3p accelerates cardiovascular calcification and insulin resistance through ISL1-dependent Wnt pathway in type 2 diabetes mellitus rats. J. Cell. Physiol. 2019, 234, 4997–5010. [Google Scholar] [CrossRef]
  49. Cavallari, C.; Dellepiane, S.; Fonsato, V.; Medica, D.; Marengo, M.; Migliori, M.; Quercia, A.D.; Pitino, A.; Formica, M.; Panichi, V.; et al. Online Hemodiafiltration Inhibits Inflammation-Related Endothelial Dysfunction and Vascular Calcification of Uremic Patients Modulating miR-223 Expression in Plasma Extracellular Vesicles. J. Immunol. 2019, 202, 2372–2383. [Google Scholar] [CrossRef] [Green Version]
  50. Wang, C.; Xu, W.; An, J.; Liang, M.; Li, Y.; Zhang, F.; Tong, Q.; Huang, K. Poly(ADP-ribose) polymerase 1 accelerates vascular calcification by upregulating Runx2. Nat. Commun. 2019, 10, 1203. [Google Scholar] [CrossRef] [Green Version]
  51. Zhang, B.; Zhang, G.; Wei, T.; Yang, Z.; Tan, W.; Mo, Z.; Liu, J.; Li, D.; Wei, Y.; Zhang, L.; et al. MicroRNA-25 Protects Smooth Muscle Cells against Corticosterone-Induced Apoptosis. Oxid. Med. Cell. Longev. 2019, 2019, 2691514. [Google Scholar] [CrossRef] [PubMed]
  52. Song, Z.; Wei, D.; Chen, Y.; Chen, L.; Bian, Y.; Shen, Y.; Chen, J.; Pan, Y. Association of astragaloside IV-inhibited autophagy and mineralization in vascular smooth muscle cells with lncRNA H19 and DUSP5-mediated ERK signaling. Toxicol. Appl. Pharmacol. 2019, 364, 45–54. [Google Scholar] [CrossRef] [PubMed]
  53. Azechi, T.; Kanehira, D.; Kobayashi, T.; Sudo, R.; Nishimura, A.; Sato, F.; Wachi, H. Trichostatin A, an HDAC Class I/II Inhibitor, Promotes Pi-Induced Vascular Calcification Via Up-Regulation of the Expression of Alkaline Phosphatase. J. Atheroscler. Thromb. 2013, 20, 538–547. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  54. Kwon, D.H.; Eom, G.H.; Ko, J.H.; Shin, S.; Joung, H.; Choe, N.; Nam, Y.S.; Min, H.K.; Kook, T.; Yoon, S.; et al. MDM2 E3 ligase-mediated ubiquitination and degradation of HDAC1 in vascular calcification. Nat. Commun. 2016, 7, 10492. [Google Scholar] [CrossRef] [Green Version]
  55. Chinetti-Gbaguidi, G.; Daoudi, M.; Rosa, M.; Vinod, M.; Louvet, L.; Copin, C.; Fanchon, M.; Vanhoutte, J.; Derudas, B.; Belloy, L.; et al. Human Alternative Macrophages Populate Calcified Areas of Atherosclerotic Lesions and Display Impaired RANKL-Induced Osteoclastic Bone Resorption Activity. Circ. Res. 2017, 121, 19–30. [Google Scholar] [CrossRef] [Green Version]
  56. Abend, A.; Shkedi, O.; Fertouk, M.; Caspi, L.H.; Kehat, I. Salt-inducible kinase induces cytoplasmic histone deacetylase 4 to promote vascular calcification. EMBO Rep. 2017, 18, 1166–1185. [Google Scholar] [CrossRef]
  57. Kurozumi, A.; Nakano, K.; Yamagata, K.; Okada, Y.; Nakayamada, S.; Tanaka, Y. IL-6 and sIL-6R induces STAT3-dependent differentiation of human VSMCs into osteoblast-like cells through JMJD2B-mediated histone demethylation of RUNX2. Bone 2019, 124, 53–61. [Google Scholar] [CrossRef]
  58. Chen, J.; Gu, Y.; Zhang, H.; Ning, Y.; Song, N.; Hu, J.; Cai, J.; Shi, Y.; Ding, X.; Zhang, X. Amelioration of Uremic Toxin Indoxyl Sulfate-Induced Osteoblastic Calcification by SET Domain Containing Lysine Methyltransferase 7/9 Protein. Nephron 2019, 141, 287–294. [Google Scholar] [CrossRef]
  59. Azechi, T.; Sato, F.; Sudo, R.; Wachi, H. 5-aza-2’-Deoxycytidine, a DNA Methyltransferase Inhibitor, Facilitates the Inorganic Phosphorus-Induced Mineralization of Vascular Smooth Muscle Cells. J. Atheroscler. Thromb. 2014, 21, 463–476. [Google Scholar] [CrossRef] [Green Version]
  60. Chen, J.; Zhang, X.; Zhang, H.; Liu, T.; Zhang, H.; Teng, J.; Ji, J.; Ding, X. Indoxyl Sulfate Enhance the Hypermethylation of Klotho and Promote the Process of Vascular Calcification in Chronic Kidney Disease. Int. J. Biol. Sci. 2016, 12, 1236–1246. [Google Scholar] [CrossRef] [Green Version]
  61. Xie, S.A.; Zhang, T.; Wang, J.; Zhao, F.; Zhang, Y.P.; Yao, W.J.; Hur, S.S.; Yeh, Y.T.; Pang, W.; Zheng, L.S.; et al. Matrix stiffness determines the phenotype of vascular smooth muscle cell in vitro and in vivo: Role of DNA methyltransferase 1. Biomaterials 2018, 155, 203–216. [Google Scholar] [CrossRef]
  62. Ramachandran, B.; Stabley, J.N.; Cheng, S.L.; Behrmann, A.S.; Gay, A.; Li, L.; Mead, M.; Kozlitina, J.; Lemoff, A.; Mirzaei, H.; et al. A GTPase-activating protein-binding protein (G3BP1)/antiviral protein relay conveys arteriosclerotic Wnt signals in aortic smooth muscle cells. J. Biol. Chem. 2018, 293, 7942–7968. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  63. Liu, L.; Liu, Y.; Zhang, Y.; Bi, X.; Nie, L.; Liu, C.; Xiong, J.; He, T.; Xu, X.; Yu, Y.; et al. High phosphate-induced downregulation of PPARγ contributes to CKD-associated vascular calcification. J. Mol. Cell. Cardiol. 2018, 114, 264–275. [Google Scholar] [CrossRef] [PubMed]
  64. Lin, X.; Li, F.; Xu, F.; Cui, R.R.; Xiong, D.; Zhong, J.Y.; Zhu, T.; Shan, S.K.; Wu, F.; Xie, X.B.; et al. Aberration methylation of miR-34b was involved in regulating vascular calcification by targeting Notch1. Aging 2019, 11, 3182. [Google Scholar] [CrossRef] [PubMed]
  65. Cheng, S.L.; Ramachandran, B.; Behrmann, A.; Shao, J.S.; Mead, M.; Smith, C.; Krchma, K.; Bello Arredondo, Y.; Kovacs, A.; Kapoor, K.; et al. Vascular smooth muscle LRP6 limits arteriosclerotic calcification in diabetic LDLR−/− mice by restraining noncanonical Wnt signals. Circ. Res. 2015, 117, 142–156. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  66. Fujita, H.; Yamamoto, M.; Ogino, T.; Kobuchi, H.; Ohmoto, N.; Aoyama, E.; Oka, T.; Nakanishi, T.; Inoue, K.; Sasaki, J. Necrotic and apoptotic cells serve as nuclei for calcification on osteoblastic differentiation of human mesenchymal stem cells in vitro. Cell. Biochem. Funct. 2014, 32, 77–86. [Google Scholar] [CrossRef] [PubMed]
  67. Gilham, D.; Tsujikawa, L.M.; Sarsons, C.D.; Halliday, C.; Wasiak, S.; Stotz, S.C.; Jahagirdar, R.; Sweeney, M.; Johansson, J.O.; Wong, N.C.W.; et al. Apabetalone downregulates factors and pathways associated with vascular calcification. Atherosclerosis 2019, 280, 75–84. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  68. Wang, C.; Tang, Y.; Wang, Y.; Li, G.; Wang, L.; Li, Y. Label-free quantitative proteomics identifies Smarca4 is involved in vascular calcification. Ren. Fail. 2019, 41, 220–228. [Google Scholar] [CrossRef] [PubMed]
  69. Wang, H.; Peng, W.; Ouyang, X.; Dai, Y. Reduced Circulating miR-15b Is Correlated with Phosphate Metabolism in Patients with End-Stage Renal Disease on Maintenance Hemodialysis. Ren. Fail. 2012, 34, 685–690. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  70. Mangino, M.; Cecelja, M.; Menni, C.; Tsai, P.C.; Yuan, W.; Small, K.; Bell, J.; Mitchell, G.F.; Chowienczyk, P.; Spector, T.D. Integrated multiomics approach identifies calcium and integrin-binding protein-2 as a novel gene for pulse wave velocity. J. Hypertens. 2016, 34, 79. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  71. Ulbing, M.; Kirsch, A.H.; Leber, B.; Lemesch, S.; Münzker, J.; Schweighofer, N.; Hofer, D.; Trummer, O.; Rosenkranz, A.R.; Muller, H.; et al. MicroRNAs 223-3p and 93-5p in patients with chronic kidney disease before and after renal transplantation. Bone 2017, 95, 115–123. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  72. Zhou, S.; Cai, B.; Zhang, Z.; Zhang, Y.; Wang, L.; Liu, K.; Zhang, H.; Sun, L.; Cai, H.; Lu, G.; et al. CDKN2B Methylation and Aortic Arch Calcification in Patients with Ischemic Stroke. J. Atheroscler. Thromb. 2017, 24, 609–620. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  73. Katano, H.; Nishikawa, Y.; Yamada, H.; Yamada, K.; Mase, M. Differential Expression of microRNAs in Severely Calcified Carotid Plaques. J. Stroke Cerebrovasc. Dis. 2018, 27, 108–117. [Google Scholar] [CrossRef] [PubMed]
  74. Lee, C.T.; Lee, Y.T.; Tain, Y.L.; Ng, H.Y.; Kuo, W.H. Circulating microRNAs and vascular calcification in hemodialysis patients. J. Int. Med. Res. 2019, 47, 2929–2939. [Google Scholar] [CrossRef] [Green Version]
  75. Chao, C.T.; Yuan, T.H.; Yeh, H.Y.; Chen, H.Y.; Huang, J.W.; Chen, H.W. Risk Factors Associated With Altered Circulating Micro RNA -125b and Their Influences on Uremic Vascular Calcification Among Patients With End-Stage Renal Disease. J. Am. Heart Assoc. 2019, 8, e010805. [Google Scholar] [CrossRef] [PubMed]
  76. Dudunk, E.; Florijn, B.; Weijs, B.; Duijs, J.; Luermans, J.; Peeters, F.; Schurgers, L.; Wildberger, J.; Schotten, U.; Bijkerk, R.; et al. Vascular Calcification and not Arrhythmia in Idiopathic Atrial Fibrillation Associates with Sex Differences in Diabetic Microvascular Injury miRNA Profiles. MicroRNA 2019, 8, 127–134. [Google Scholar] [CrossRef]
  77. Pickering, M.E.; Millet, M.; Rousseau, J.C.; Croset, M.; Szulc, P.; Borel, O.; Sornay Rendu, E.; Chapurlat, R. Selected serum microRNA, abdominal aortic calcification and risk of osteoporotic fracture. PLoS ONE 2019, 14, e0216947. [Google Scholar] [CrossRef] [Green Version]
  78. Mao, L.; Liu, S.; Hu, L.; Jia, L.; Wang, H.; Guo, M.; Chen, C.; Liu, Y.; Xu, L. miR-30 Family: A Promising Regulator in Development and Disease. Biomed. Res. Int. 2018, 2018, 9623412. [Google Scholar] [CrossRef] [Green Version]
  79. Wu, T.; Zhou, H.; Hong, Y.; Li, J.; Jiang, X.; Huang, H. miR-30 family members negatively regulate osteoblast differentiation. J. Biol. Chem. 2012, 287, 7503–7511. [Google Scholar] [CrossRef] [Green Version]
  80. Bridge, G.; Monteiro, R.; Henderson, S.; Emuss, V.; Lagos, D.; Georgopoulou, D.; Patient, R.; Boshoff, C. The microRNA-30 family targets DLL4 to modulate endothelial cell behavior during angiogenesis. Blood 2012, 120, 5063–5072. [Google Scholar] [CrossRef] [Green Version]
  81. Yu, H.; Lu, Y.; Li, Z.; Wang, Q. microRNA-133: Expression, Function and Therapeutic Potential in Muscle Diseases and Cancer. Curr. Drug Targets 2014, 15, 817–828. [Google Scholar] [CrossRef] [PubMed]
  82. Li, N.; Zhou, H.; Tang, Q. miR-133: A Suppressor of Cardiac Remodeling? Front. Pharmacol. 2018, 9, 903. [Google Scholar] [CrossRef] [PubMed]
  83. Chao, C.T.; Yeh, H.Y.; Yuan, T.H.; Chiang, C.K.; Chen, H.W. MicroRNA-125b in vascular diseases: An updated systematic review of pathogenetic implications and clinical applications. J. Cell. Mol. Med. 2019, 23, 5884–5894. [Google Scholar] [CrossRef] [PubMed]
  84. Li, T.; Pan, H.; Li, R. The dual regulatory role of miR-204 in cancer. Tumour Biol. 2016, 37, 11667–11677. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  85. Huang, J.; Zhao, L.; Xing, L.; Chen, D. MicroRNA-204 regulates Runx2 protein expression and mesenchymal progenitor cell differentiation. Stem Cells 2010, 28, 357–364. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  86. Gangwar, R.S.; Rajagopalan, S.; Natarajan, R.; Deiuliis, J.A. Noncoding RNAs in Cardiovascular Disease: Pathological Relevance and Emerging Role as Biomarkers and Therapeutics. Am. J. Hypertens. 2018, 31, 150–165. [Google Scholar] [CrossRef] [PubMed]
  87. Sárközy, M.; Kahán, Z.; Csont, T. A myriad of roles of miR-25 in health and disease. Oncotarget 2018, 9, 21580–21612. [Google Scholar] [CrossRef] [Green Version]
  88. Li, X.; Pan, X.; Fu, X.; Yang, Y.; Chen, J.; Lin, W. MicroRNA-26a: An Emerging Regulator of Renal Biology and Disease. Kidney Blood Press. Res. 2019, 44, 287–297. [Google Scholar] [CrossRef]
  89. Qu, Y.; Zhang, Y.P.; Wu, J.; Jie, L.G.; Deng, J.X.; Zhao, D.B.; Yu, Q.H. Downregulated microRNA-135a ameliorates rheumatoid arthritis by inactivation of the phosphatidylinositol 3-kinase/AKT signaling pathway via phosphatidylinositol 3-kinase regulatory subunit 2. J. Cell. Physiol. 2019, 234, 17663–17676. [Google Scholar] [CrossRef]
  90. Shrestha, A.; Mukhametshina, R.T.; Taghizadeh, S.; Vásquez-Pacheco, E.; Cabrera-Fuentes, H.; Rizvanov, A.; Mari, B.; Carraro, G.; Bellusci, S. MicroRNA-142 is a multifaceted regulator in organogenesis, homeostasis, and disease. Dev. Dyn. 2017, 246, 285–290. [Google Scholar] [CrossRef] [Green Version]
  91. Vacante, F.; Denby, L.; Sluimer, J.C.; Baker, A.H. The function of miR-143, miR-145 and the MiR-143 host gene in cardiovascular development and disease. Vasc. Pharmacol. 2019, 112, 24–30. [Google Scholar] [CrossRef] [PubMed]
  92. Kim, K.M.; Park, S.J.; Jung, S.H.; Kim, E.J.; Jogeswar, G.; Ajita, J.; Rhee, Y.; Kim, C.H.; Lim, S.K. miR-182 is a negative regulator of osteoblast proliferation, differentiation, and skeletogenesis through targeting FoxO1. J. Bone Miner. Res. 2012, 27, 1669–1679. [Google Scholar] [CrossRef] [PubMed]
  93. Liu, H.; Luo, J. MiR-211-5p contributes to chondrocyte differentiation by suppressing Fibulin-4 expression to play a role in osteoarthritis. J. Biochem. 2019, 166, 495–502. [Google Scholar] [CrossRef] [PubMed]
  94. Wu, W.; Yang, J.; Feng, X.; Wang, H.; Ye, S.; Yang, P.; Tan, W.; Wei, G.; Zhou, Y. MicroRNA-32 (miR-32) regulates phosphatase and tensin homologue (PTEN) expression and promotes growth, migration, and invasion in colorectal carcinoma cells. Mol. Cancer 2013, 12, 30. [Google Scholar] [CrossRef] [Green Version]
  95. Cai, J.; Fang, L.; Huang, Y.; Li, R.; Xu, X.; Hu, Z.; Zhang, L.; Yang, Y.; Zhu, X.; Zhang, H.; et al. Simultaneous overactivation of Wnt/β-catenin and TGFβ signalling by miR-128-3p confers chemoresistance-associated metastasis in NSCLC. Nat. Commun. 2017, 8, 15870. [Google Scholar] [CrossRef]
  96. Icli, B.; Wu, W.; Ozdemir, D.; Li, H.; Haemmig, S.; Liu, X.; Giatsidis, G.; Cheng, H.S.; Avci, S.N.; Kurt, M.; et al. MicroRNA-135a-3p regulates angiogenesis and tissue repair by targeting p38 signaling in endothelial cells. FASEB J. 2019, 33, 5599–5614. [Google Scholar] [CrossRef]
  97. Gulei, D.; Raduly, L.; Broseghini, E.; Ferracin, M.; Berindan-Neagoe, I. The extensive role of miR-155 in malignant and non-malignant diseases. Mol. Asp. Med. 2019, 70, 33–56. [Google Scholar] [CrossRef]
  98. Alizadeh, M.; Safarzadeh, A.; Beyranvand, F.; Ahmadpour, F.; Hajiasgharzadeh, K.; Baghbanzadeh, A.; Baradaran, B. The potential role of miR-29 in health and cancer diagnosis, prognosis, and therapy. J. Cell. Physiol. 2019, 234, 19280–19297. [Google Scholar] [CrossRef]
  99. Agostini, M.; Knight, R.A. miR-34: From bench to bedside. Oncotarget 2014, 5, 872–881. [Google Scholar] [CrossRef] [Green Version]
  100. Lefort, K.; Brooks, Y.; Ostano, P.; Cario-André, M.; Calpini, V.; Guinea-Viniegra, J.; Albinger-Hegyi, A.; Hoetzenecker, W.; Kolfschoten, I.; Wagner, E.F.; et al. A miR-34a-SIRT6 axis in the squamous cell differentiation network. EMBO J. 2013, 32, 2248–2263. [Google Scholar] [CrossRef] [Green Version]
  101. Kim, N.H.; Kim, H.S.; Kim, N.G.; Lee, I.; Choi, H.S.; Li, X.Y.; Kang, S.E.; Cha, S.Y.; Ryu, J.K.; Na, J.M.; et al. p53 and microRNA-34 are suppressors of canonical Wnt signaling. Sci. Signal 2011, 4, ra71. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  102. Haneklaus, M.; Gerlic, M.; O’Neill, L.A.J.; Masters, S.L. miR-223: Infection, inflammation and cancer. J. Intern. Med. 2013, 274, 215–226. [Google Scholar] [CrossRef] [PubMed]
  103. Li, J.; Li, K.; Chen, X. Inflammation-regulatory microRNAs: Valuable targets for intracranial atherosclerosis. J. Neurosci. Res. 2019, 97, 1242–1252. [Google Scholar] [CrossRef] [PubMed]
Ijms 21 00980 g001 550
Figure 1. A flow chart detailing our systematic review strategy and the derivation of included reports. ncRNA, non-coding RNA; VC, vascular calcification.
Figure 1. A flow chart detailing our systematic review strategy and the derivation of included reports. ncRNA, non-coding RNA; VC, vascular calcification.
Ijms 21 00980 g001
Ijms 21 00980 g002 550
Figure 2. A circular ribbon chart depicting interactions between literature-identified miRNAs in Table 1 and known molecular mediators of vascular calcification. The thickness of the ribbon is reflective of the scores assigned by the literature addressing the relationship based on miRNAtap (R package version 1.16.0; R foundation for Statistical Computing, Vienna, Austria) and topGO (R package version 2.34.0; R foundation for Statistical Computing, Vienna, Austria).
Figure 2. A circular ribbon chart depicting interactions between literature-identified miRNAs in Table 1 and known molecular mediators of vascular calcification. The thickness of the ribbon is reflective of the scores assigned by the literature addressing the relationship based on miRNAtap (R package version 1.16.0; R foundation for Statistical Computing, Vienna, Austria) and topGO (R package version 2.34.0; R foundation for Statistical Computing, Vienna, Austria).
Ijms 21 00980 g002
Ijms 21 00980 g003 550
Figure 3. A circular ribbon chart depicting interactions between literature-identified miRNAs in Table 1, and key molecules involved in DNA methylation and histone modification. The thickness of the ribbon is reflective of the scores assigned by the literature addressing the relationship based on miRNAtap (R package version 1.16.0; R foundation for Statistical Computing, Vienna, Austria) and topGO (R package version 2.34.0; R foundation for Statistical Computing, Vienna, Austria).
Figure 3. A circular ribbon chart depicting interactions between literature-identified miRNAs in Table 1, and key molecules involved in DNA methylation and histone modification. The thickness of the ribbon is reflective of the scores assigned by the literature addressing the relationship based on miRNAtap (R package version 1.16.0; R foundation for Statistical Computing, Vienna, Austria) and topGO (R package version 2.34.0; R foundation for Statistical Computing, Vienna, Austria).
Ijms 21 00980 g003
Table
Table 1. MicroRNAs involved in VC.
Table 1. MicroRNAs involved in VC.
miRNA SpeciesVC ModelsVC Agonistic or AntagonisticMolecular InfluencesReference
miR-21Human ASMCAntagonisticDown-regulate OPN[40]
miR-25Primary mouse ASMCAntagonistic (potentially)Down-regulate MOAP1[51]
miR-26aHuman VSMCAntagonisticDown-regulate CTGF and RANKL[35]
miR-29a/29b/29c, miR-29b-3pRat VSMC, uremic rat arteries, uremic patient arteriesAntagonisticDown-regulate ADAMTS-7 (direct target, miR-29a/b)[14]
Human VSMCAgonisticDown-regulate elastin[26]
Primary rat ASMC, Nephrectomized rat with VCAgonisticDown-regulate HDAC4, CTNNBIP1, and ACVR2A[32]
Rat VSMC, rat calcified arteriesAntagonisticDown-regulate MMP2 (direct target, 29b-3p)[34]
Human ASMCAntagonisticDown-regulate Wnt7b/ß-catenin[44]
miR-30bHuman coronary SMC, human calcified coronary arteries AntagonisticDown-regulate RUNX2 (direct target)[16]
Human ASMCAntagonistic (potentially) [28]
Rat VSMC, nephrectomized rat with VCAntagonisticDown-regulate SOX9 (direct target), up-regulate MMP, autophagy and mTOR[47]
miR-30c/30eHuman coronary SMCAntagonisticDown-regulate RUNX2 (direct target, 30c)[16]
Mouse ASMC, ApoE KO mouse aortaAntagonisticDown-regulate IGF-2 (direct target, 30e)[25]
miR-32Mouse ASMC, OPG KO mouse, plasma from human with CACAgonisticUp-regulate RUNX2, BMP2, OPN, and ALP[37]
miR-34a/34b/34cAldosterone-treated rat VSMCAntagonisticDown-regulate SATB2 (direct target, 34b/34c)[29]
miR-34a KO miceAgonisticDown-regulate SIRT1 and Axl (direct target, 34a)[39]
Rat VSMC, Nephrectomized rat with VC, uremic calcified renal arteriesAntagonisticDown-regulate Notch1 (direct target, 34b)[64]
miR-125bHuman coronary SMC, ApoE KO mouse calcified aortaAntagonisticDown-regulate osterix (direct target)[13]
Primary rat ASMCAntagonisticDown-regulate Ets1 (direct target)[22]
Rat ASMC, adenine-feeding CKD rat with VC, sera from uremic patientsAntagonisticDown-regulate RUNX2 and osteocalcin[33]
miR-128-3pType 2 diabetic ratsAgonisticDown-regulate ISL1 (direct target), up-regulate Wnt-1/ß-catenin and GSK-3ß[48]
miR-133a/133bPrimary mouse VSMCAntagonisticDown-regulate RUNX2 (direct target, 133a), osteocalcin, and ALP[19]
Human ASMCAntagonistic (potentially) [28]
Primary rat ASMC, Nephrectomized rat with VCAntagonisticDown-regulate RUNX2[32]
Rat ASMC, adenine-feeding rat with VCAgonistic (potentially) [68]
miR-135a, miR-135a-3pMouse ASMC, Klotho KO mouse aortaAgonisticDown-regulate NCX1 (135a-3p)[17]
Primary rat ASMCAntagonisticDown-regulate KLF4 (direct target) (135a)[30]
miR-142-3pDAB/2 mouse aorta, sera from uremic patientsAntagonistic (potentially) [45]
miR-143Human ASMCAntagonistic (potentially) [28]
miR-155Rat ASMC, adenine-feeding rat with VCAgonistic (potentially) [68]
miR-182Rat ASMC, Calcified arteries from VitD-treated ratAntagonisticDown-regulate SORT1 (direct target)[42]
miR-204Mouse ASMC, VitD-treated mouse aortaAntagonisticDown-regulating RUNX2 (direct target)[15]
Mouse VSMC, Nephrectomized mouse with VC, calcified renal arteries from uremic patientsAntagonisticDown-regulating DNMT3a (direct target)[41]
Rat VSMC, adenine-feeding rat with VC, renal arteries from uremic patientsAntagonisticDown-regulating RUNX2 (direct target)[50]
miR-205Human ASMCAntagonisticDown-regulating RUNX2 and Smad1 (direct target)[21]
miR-211Primary rat ASMC, Nephrectomized rat with VCAntagonisticDown-regulate RUNX2[32]
miR-221/222Primary mouse VSMCAgonisticUp-regulate ENPP1, PiT-1[66]
miR-223Human primary VSMC, ApoE KO mouse aortaAgonistic (potentially)Down-regulate Mef2c, RhoB[18]
RAW264.7 cellsAntagonisticUp-regulate osteoclastogenesis-related genes[23]
RAW264.7 cellsAntagonisticDown-regulate NF1A, RhoB[36]
Human VSMC, plasma from uremic patientsAgonistic-[49]
miR-297aVitD-treated rat with VCAntagonisticDown-regulate FGF-23[60]
miR-302bNephrectomized rat with VCAntagonisticDown-regulate BMP-2, RUNX2, Osterix[38]
miR-712-3pMouse ASMC, Klotho KO mouse aortaAgonisticDown-regulate NCKX4[17]
miR-714Mouse ASMC, Klotho KO mouse aortaAgonisticDown-regulate PMCA1[17]
miR-762Mouse ASMC, Klotho KO mouse aortaAgonisticDown-regulate NCX1[17]
miR-2861Mouse primary ASMCAgonisticDown-regulate HDAC5[24]
miR-3960Mouse primary ASMCAgonisticDown-regulate HOXA2[24]
ADAMTS, a disintegrin and metalloproteinase with thrombospondin motifs; ALP, alkaline phosphatase; ASMC, aortic smooth muscle cell; BMP, bone morphogenetic protein; CTGF, connective tissue growth factor; CTNNBIP, catenin beta interacting protein; DNMT, DNA methyltransferase; ENPP, ectophosphodiesterase/nucleotide phosphohydrolase; FGF-23, fibroblast growth factor-23; GSK, glycogen synthase kinase; HDAC, histone deacetylase; IGF, insulin-like growth factor; KO, knockout; MMP, metalloproteinase; MOAP, modulator of apoptosis; mTOR, mammalian target of rapamycin; NCKX, Na+/Ca2+–K+ exchanger; NCX, Na+–Ca2+ exchanger; OPN, osteopontin; PMCA, plasma membrane Ca2+ ATPase; RANKL, receptor activator of nuclear factor kappa-B ligand; VC, vascular calcification; VSMC, vascular smooth muscle cell.

Share and Cite

MDPI and ACS Style

Hou, Y.-C.; Lu, C.-L.; Yuan, T.-H.; Liao, M.-T.; Chao, C.-T.; Lu, K.-C. The Epigenetic Landscape of Vascular Calcification: An Integrative Perspective. Int. J. Mol. Sci. 2020, 21, 980. https://doi.org/10.3390/ijms21030980

AMA Style

Hou Y-C, Lu C-L, Yuan T-H, Liao M-T, Chao C-T, Lu K-C. The Epigenetic Landscape of Vascular Calcification: An Integrative Perspective. International Journal of Molecular Sciences. 2020; 21(3):980. https://doi.org/10.3390/ijms21030980

Chicago/Turabian Style

Hou, Yi-Chou, Chien-Lin Lu, Tzu-Hang Yuan, Min-Tser Liao, Chia-Ter Chao, and Kuo-Cheng Lu. 2020. "The Epigenetic Landscape of Vascular Calcification: An Integrative Perspective" International Journal of Molecular Sciences 21, no. 3: 980. https://doi.org/10.3390/ijms21030980

Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. See further details here.

Article Metrics

Back to TopTop