The Thermodynamics of Medial Vascular Calcification

Medial vascular calcification (MVC) is a degenerative process that involves the deposition of calcium in the arteries, with a high prevalence in chronic kidney disease (CKD), diabetes, and aging. Calcification is the process of precipitation largely of calcium phosphate, governed by the laws of thermodynamics that should be acknowledged in studies of this disease. Amorphous calcium phosphate (ACP) is the key constituent of early calcifications, mainly composed of Ca²⁺ and PO₄^3– ions, which over time transform into hydroxyapatite (HAP) crystals. The supersaturation of ACP related to Ca²⁺ and PO₄^3– activities establishes the risk of MVC, which can be modulated by the presence of promoter and inhibitor biomolecules. According to the thermodynamic parameters, the process of MVC implies: (i) an increase in Ca²⁺ and PO₄^3– activities (rather than concentrations) exceeding the solubility product at the precipitating sites in the media; (ii) focally impaired equilibrium between promoter and inhibitor biomolecules; and (iii) the progression of HAP crystallization associated with nominal irreversibility of the process, even when the levels of Ca²⁺ and PO₄^3– ions return to normal. Thus, physical-chemical processes in the media are fundamental to understanding MVC and represent the most critical factor for treatments’ considerations. Any pathogenetical proposal must therefore comply with the laws of thermodynamics and their expression within the medial layer.

Introduction

Medial vascular calcification (MVC) represents a chronic, progressive disorder of calcium metabolism, eventually resulting in the formation of calcium deposits, already described by Virchow (1858). MVC is an important predictor of cardiovascular morbidity and mortality in patients with chronic kidney disease (CKD) or diabetes mellitus (DM) (Niskanen et al., 1994; Lehto et al., 1996; London et al., 2003; Aitken et al., 2012; Vlachopoulos et al., 2015). This is partially due to the persistent effects of MVC, such as increased arterial wall rigidity, systolic afterload of the left ventricle, and pulsatility (Vlachopoulos et al., 2010; Chirinos et al., 2019), as well as interference with arterial remodeling (Fok and Lanzer, 2018). MVC is also present in aging (Pescatore et al., 2019) and in a number of less common diseases, including pseudoxanthoma elasticum (Lefthériotis et al., 2013; Devriese et al., 2019); rheumatoid arthritis (Paccou et al., 2012); β-thalassemia (Aessopos et al., 1998); calciphylaxis (Seethapathy and Noureddine, 2019); Kawasaki disease (McCrindle et al., 2017); Singleton–Merten syndrome (Feigenbaum et al., 2013); secondary hyperparathyroidism (Terai et al., 2009); vitamin K deficiency (Shea and Booth, 2019), including warfarin administration (Poterucha and Goldhaber, 2016) and vitamin D metabolic disorders (Wang et al., 2018); Generalized Arterial Calcification of Infancy (GACI) (Rutsch et al., 2003); Arterial Calcification due to CD73 Deficiency (ACDC) (St Hilaire et al., 2011); and Idiopathic Basal Ganglia Calcification (IBGC) (Wang et al., 2012).

Despite extensive research on the mechanisms of MVC over the past 20 years, our understanding of vascular calcifications (VC) pathogenesis remains incomplete (Johnson et al., 2006; Stabley and Towler, 2017; Disthabanchong and Srisuwarn, 2019), and no therapy based on the etiology of MVC is available (Ruderman et al., 2018; Schantl et al., 2019), with the exception of a few experimental/preliminary data on restraining calcifications in CKD (Mendoza et al., 2008; Finch et al., 2013; Finer et al., 2014; Leibrock et al., 2016; Díaz-Tocados et al., 2017; Lang et al., 2018; Perelló et al., 2018). To date, a number of pathogenetic mechanisms of VC have been proposed and are reviewed in the literature (Sage et al., 2010; Durham et al., 2018; Rogers and Aikawa, 2019). In the aging, for example, both the accumulation of the nuclear protein, progerin (pre-Lamin A), and the disruption of nuclear lamina are correlated with MVC (Liu et al., 2013). In diabetes, the correlation occurs with the accumulation and binding of advanced glycation end-products (AGEs) to the lysine residues in elastin and collagen (Bruel and Oxlund, 1996; Conway et al., 2010). Under uremic conditions, the kidney releases injury factors into the blood flow, such as WNT inhibitors (Dkk1 or sclerostin) or activin A, which precedes the increase of alkaline phosphatase expression (Fang et al., 2014; Hortells et al., 2017). Heart activity and hemodynamics cause mechanical stress, the expression of Bmp2, and oxidative stress in vascular smooth muscle cells (VSMC) (Rutkovskiy et al., 2019). Reactive oxygen species induce the expression of Runx2 (Chang H. B. et al., 2008), and apoptotic bodies also contribute to MVC (Proudfoot et al., 2000). Damaged cells can also release elastin fragments, which increase the number of nucleation sites (Wanga et al., 2017) upon binding to the extracellular matrix (ECM). Membrane-bound matrix vesicles called exosomes behave like apoptotic bodies and seem to be released from VSMC (Kapustin et al., 2015). The degradation of elastin by matrix metalloproteinases increases the affinity for calcium ions and activates the transforming growth factor-ß signaling pathway (Pai et al., 2011).

From the aforementioned examples of conditions of unrelated diseases, in which MVC is only a part of the phenotype, it appears likely that different pathogenetical mechanisms will eventually result in ectopic VC. However, despite of these pathogenetical differences all of these diseases will have in common the processes of nucleation, precipitation, and crystallization of calcium phosphate deposits that follow the same physical processes governed by the laws of thermodynamics. Therefore, due to the universal validity and fundamental importance of these laws, any scientific theory of MVC pathogenesis, experimental model and even treatment’s proposal must ultimately comply with them. Thus, the compliance of experimental data with the laws of thermodynamics should be considered the litmus test of the data’s scientific validity. For example, in the case of CKD, hyperphosphatemia has been considered to play a predominant role as a cause of calcium precipitation and MVC, but thermodynamics reveals (see below) that the plasma phosphate concentrations observed in CKD do not suffice to cause calcium precipitation under these conditions, and even less in healthy human beings.

Here, we shall review the principles of biophysics of calcium deposition and the laws governing bio-mineralization, including the roles of promoters and inhibitors in the initiation and growth of calcification deposits. While this review may not provide definitive answers regarding the pathogenesis of MVC, it aims to establish the ground rules for studies on MVC pathogenesis.

The Fundamental Thermodynamics of Calcium-Phosphate Precipitation

Key Concepts

There are key facts in calcification that derive straightforward from the laws of thermodynamics, and therefore must always be obeyed. The most basic concept is the second law of thermodynamics, stating that the entropy of an isolated system can never decrease (see Box 1). This law sets forth the condition for spontaneous chemical processes governed by the Gibbs expression (Gibbs, 1874–1878): DG < 0, where DG is the variation of the Gibbs free energy, which it is related to the entropy change. In this review we use often the term precipitation concerning the process of calcium phosphate solid formation from its free ions in a solution state. With this term we refer to its classic definition: “a relatively rapid formation of a sparingly soluble crystalline—or sometimes amorphous—solid phase from a liquid solution phase” (Karpiński and Jerzy Bałdyga, 2019). Thus, translating the Gibbs condition to the precipitation of ions from solutions or biological matrices, it turns out that the activity product of free ions in solution must by higher than the corresponding activity in the solid. This relationship, expressed in terms of supersaturation (S), characterizes the thermodynamic conditions for all spontaneous calcifications as S > 1 (Myerson et al., 2019), with no exceptions. Thus, this expression means that the precipitate will be formed only if the product of the activities of free ions in the fluid state is higher than the product of the activities of ions in the solid state given by the solubility product, K_sp; when S < 1, the solid will dissolve. Thus, the key point for determining whether MVC is likely to occur is to determine the activity of the free ions in the tissues that compose the medial layer. However, this is not a trivial task, given that there are many factors that affect the activities of free ions in a fluid, such as ionic strength, phosphate proton dissociation equilibria, the sequestration of free ions by ligands, the precipitation of different calcium phosphate solids, and the viscosity of the medium. Due to such high level of biological complexity, the available values of K_sp and other related thermodynamic constants needed for these calculations that have been derived from in-vitro conditions may be only approximates. In addition, it is important to realize that the thermodynamic condition for solid growth is related to ionic activities and not the ionic concentration. While the latter can be determined by chemical analysis, the former are far more difficult to determine due to the biological and the structural complexity of the medial layer. Concentrations and activities are related by the activity coefficient, γ(a = γ⋅ conc), which, in turn, is related to the ionic strength, I (see Box 2 and Table 1).

BOX 1. The driving force of precipitation.

Similar to all chemical processes, the precipitation of calcium phosphates is governed by the Gibbs free energy of the component ions in the solid and the solution.¹ A chemical system is at equilibrium when the Gibbs free energy is zero.

$\mathrm{△}G=0(1)$

ΔG is given by:

$\mathrm{△}G=V\mathrm{△}P-S\mathrm{△}T+\sum {\mathrm{\mu }}_i\mathrm{△}{n}_i(2)$

which at constant pressure and temperature is reduced to:

$\mathrm{△}G=\sum {\mathrm{\mu }}_i\mathrm{△}{n}_i(3)$

where μ_i is the chemical potential of component i, and n_i is its number of moles. The chemical potential is defined as:

${\mathrm{\mu }}_i={\mathrm{\mu }}_i^0+RTln{a}_i(4)$

where a_i is the activity of component i.

For a binary solid in equilibrium with its component ions in aqueous solution.

$A(aq)+B(aq)\iff AB(solid)(5)$

the equilibrium condition would be:

$\mathrm{△}G=\mathrm{△}{G}_0+RTln{a}_{AB}\left(solid\right)-RTln{a}_{A_i}\left(aq\right)+RTln{a}_{B_i}\left(aq\right)=0(6)$

considering that the activity of a solid is zero, the equation is reduced to:

$\mathrm{△}G=\mathrm{△}{G}_0-RTln\left[a_{A_e}\left(aq\right)\cdot a_{B_e}\left(aq\right)\right]=0(7)$

and

$\mathrm{△}{G}_0=RTln\left[a_{A_e}\left(aq\right)\cdot a_{B_e}\left(aq\right)\right](8)$

From that expression, the solubility product is defined as

$K_{sp}=a_{A_e}\left(aq\right)\cdot a_{B_e}\left(aq\right)(9)$

K_sp is a constant that varies with the temperature as:

$K_{sp}=e^{\frac{-\mathrm{△}{G}_0}{RT}}(10)$

For a crystal to grow from a solution:

$\mathrm{△}G=\mathrm{△}{G}_0-RTln\left[a_{A_i}\left(aq\right)\cdot a_{B_i}\left(aq\right)\right]<0(11)$

$\mathrm{△}G=RTln(K_{sp})-RTln\left[a_{A_i}\left(aq\right)\cdot a_{B_i}\left(aq\right)\right]<0(12)$

and

$RTln\left[\frac{a_{A_i}\left(aq\right)\cdot a_{B_i}\left(aq\right)}{K_{sp}}\right]>0(13)$

From that expression, the ionic activity product is defined as

$IAP=a_{A_i}\left(aq\right)\cdot a_{B_i}\left(aq\right)(14)$

and supersaturation as

$S=\left(\frac{IAP}{K_{sp}}\right)(15)$

Thus, a solution would be supersaturated with respect to a given solid when S > 1.

S is the driving force for crystallization, and it is the key factor in precipitation processes.

In order to compare salts with different stoichiometry, it is better to use an expression of supersaturation weighted by the number of ions in the chemical formula of the compound, n,

$S={\left(\frac{IAP}{K_{sp}}\right)}^{1/\mathrm{\nu }}(16)$

G, Gibbs function; V, volume; P, pressure; S (Niskanen et al., 1994), entropy; T, temperature; μ, chemical potential; n, number of moles; R, gas constant; a, activity coefficient; aq, aqueous; Ksp, solubility Product; IAP, ionic activity product; S (McCrindle et al., 2017; Seethapathy and Noureddine, 2019), supersaturation.

BOX 2. Activity coefficient and ionic strength, I.

The ionic strength, I, is the measure of the total amount of all the ions present in solution:

$I=0.5{\displaystyle \sum c_i{z}_i}$

where z_i is the charge of ion i. The main ionic components of human serum are listed in Table 1. Applying this equation, the resulting ionic strength would be: I = 0.141 M. However, in the following we will consider a value of 0.15 M for the ionic strength in blood, because this value is commonly accepted and generally used in the manufacturing of the blood replacement media (Nel et al., 2009).

Among the several expressions for calculating the activity coefficient based on the ionic strength the most commonly accepted one is the Debye–Hückel expression, as proposed by Davies:⁶

$log{\mathrm{\gamma }}_i=-A{z}_i^2\left(\frac{\sqrt{I}}{1+\sqrt{I}}-0.3I\right)$

where A is 0.52, at 37°C.⁷ At an ionic strength of I = 0.15, for Ca²⁺ and HPO₄^2– ions, γ = 0.33, and for PO₄^3–, γ = 0.08.

TABLE 1

Table 1. Molar concentrations of ionic components in human serum with a concentration above 0.1 mM.

For a given ion concentration, ion activity decreases with the ionic strength. For example, for I = 0.15, the activity of the Ca²⁺ ion is reduced threefold with respect to the Ca²⁺ concentration, and the activity of the PO₄^3– ion decreases 10-fold. Such reductions ultimately prevent spontaneous crystallization in blood and, thus also, for example, invalidate the hypothesis that CKD- or ESRD-related hyperphosphatemia per se causes precipitations seen in MVC.

Calcium Phosphate Precipitation System

Calcium ions in aqueous solution are not totally free rather they are solvated with water (Zavitsas, 2005). In other words, they form a coordination sphere of water molecules. This coordination sphere is composed of an inner shell of six water molecules with strong binding energy and an outer shell of 0–6 water molecules with weaker binding energy. The strong hydration of calcium is an important factor in the crystallization of calcium salts from water. Actually, the detachment of water molecules from calcium ions occurring on a crystal surface before they are incorporated into the crystal lattice is often the rate-limiting factor in crystal growth kinetics (van der Voort and Hartman, 1991). This is the case, for example, in calcium oxalate crystallization, for which trihydrate and dihydrate salts are kinetically favored and precipitate earlier than the monohydrate polymorph that has lower solubility and higher thermodynamic stability (Grases et al., 1990).

There are three different phosphate ions derived from the dissociation of phosphoric acid (H₃PO₄): H₂PO₄^–, HPO₄^2–, and PO₄^3–. In aqueous solution produces several species of phosphate ions according to the following equilibria (Vega et al., 1994):

${\mathrm{H}}_3{\mathrm{PO}}_{4(\mathrm{s})}+{\mathrm{H}}_2{\mathrm{O}}_{(\mathrm{l})}\iff {\mathrm{H}}_3{\mathrm{O}}_{(\mathrm{aq})}^{+}+{\mathrm{H}}_2{\mathrm{PO}}_4^{-}{}_{(\mathrm{aq})}$

${\mathrm{K}}_{\mathrm{a1}}({37}^{\circ }\mathrm{C})=0.0170$

${\mathrm{H}}_2{\mathrm{PO}}_4^{-}{}_{(\mathrm{aq})}+{\mathrm{H}}_2{\mathrm{O}}_{(\mathrm{l})}\iff {\mathrm{H}}_3{\mathrm{O}}^{+}{}_{(\mathrm{aq})}+{\mathrm{HPO}}_4^{2-}{}_{(\mathrm{aq})}$

${\mathrm{K}}_{\mathrm{a2}}({37}^{\circ }\mathrm{C})=7.7569\times {10}^{-7}$

${\mathrm{HPO}}_4^{2-}{}_{(\mathrm{aq})}+{\mathrm{H}}_2{\mathrm{O}}_{(\mathrm{l})}\iff {\mathrm{H}}_3{\mathrm{O}}^{+}{}_{(\mathrm{aq})}+{\mathrm{PO}}_4^{3-}{}_{(\mathrm{aq})}$

${\mathrm{K}}_{\mathrm{a3}}({37}^{\circ }\mathrm{C})=4.2180\times {10}^{-13}$

Their relative presence in a medium depends on the pH (Figure 1A). At the physiological pH = 7.4, the concentrations of H₂PO₄^–, HPO₄^2–, and PO₄^3– are 0.049, 0.95, and 1.08 × 10^–5, respectively. In solutions with a pH of 6.8, the concentrations change to 0.17, 0.83, and 0.27 × 10^–5, respectively. In solutions with pH of 7.6, the concentrations become 0.031, 0.97, and 1.71 × 10^–5. Thus, in this pH – range of 6.8–7.6, the variations of HPO₄^2– are minimal, but the concentration of H₂PO₄^– is reduced more than fivefold and that of PO₄^3– is increased in a similar proportion (see Box 3).

FIGURE 1

Figure 1. Parameters affecting precipitation. (A) La Mer plots representing the different stages of precipitation from solution in relation to supersaturation under different conditions are shown. Initial conditions (left panel): the supersaturation limit value (Virchow, 1858) and a metastable range of ion activities in which the solution does not precipitate, despite being supersaturated, are depicted. This metastable region represents an energy barrier for nucleation. Once a critical concentration is reached (Sc), homogeneous precipitation will take place in the solution. The limits can be reduced in the presence of nucleation promoters (central panel). Promoters in solution have a high affinity for any of the crystal component ions and can induce nucleation even below the critical supersaturation level through a process called heterogeneous nucleation. On the other hand, other molecules, termed inhibitors of nucleation, have the capacity to increase the energy barrier for nucleation, thereby increasing both the critical supersaturation value and the induction time for nucleation (right panel). (B) Effect of pH on the formation of the different species of phosphate and carbonate. Left, molar ratio of the phosphate species H₂PO₄^– (orange), HPO₄^2– (green), and PO₄^3– (violet) in solution as a function of pH, within the pH range of interest: 5.5–8.5. Right, variation of the concentrations of H₂CO₃ (orange), HCO₃^– (green), and CO₃^2– (violet) within the same pH range in DMEM medium. The shaded area corresponds to the expected physiological pH. (C) Effect of pH on the supersaturation of ACP and HAP in blood at the lowest and highest concentrations of Ca and phosphate (Pi), at normal concentration limits and under hyperphosphatemic conditions. (D) Effect of the total concentration of phosphate (Pi) on the supersaturation of ACP and HAP in blood, at pH = 7.4. The lower limit corresponds to the Ca and Pi concentrations of 1.02 and 1.00 mM, respectively; the upper limit corresponds to 1.23 and 1.5 mM; and hyperphosphatemia corresponds to 1.23 and 2.00 mM.

BOX 3. Dissociation constants of calcium and phosphate ions.

The amount of free calcium and phosphate ions in solution available for precipitation is reduced by the formation of soluble calcium phosphate. The equilibrium equations and corresponding association constants of these complexes are as follows (Chughtai et al., 1968):

${\text{Ca}}^{2+}+{\text{H}}_2{\text{PO}}_4^{-}⟺{\text{CaH}}_2{\text{PO}}_4^{+}\mathit{\hspace{1em}\hspace{1em}\hspace{0.5em}}$K = 31.9 l/mol

${\text{Ca}}^{2+}+{\text{HPO}}_4^{2-}⟺{\text{CaHPO}}_4(\mathrm{aq}.)$     K = 6.81 × 10² l/mol

${\text{Ca}}^{2+}+{\text{PO}}_4^{3-}⟺{\text{CaPO}}_4^{-}$     K = 3.46 × 10⁶ l/mol

The different phosphate ions can combine with calcium ions into 12 different compounds, although only six can be produced directly from solution. The empirical formulas and solubility products of these six compounds are given in Table 2.

TABLE 2

Table 2. Main calcium phosphate compounds appearing in precipitates from aqueous solutions.

The important question is which of those species may be relevant in MVC? An analysis of in vitro and in vivo calcifications shows that from the six different calcium phosphate solid compounds (Bohner, 2010), only amorphous calcium phosphate (ACP) and hydroxyapatite (HAP) are generally present in MVC (Chernov, 1984; Mullin, 2001; Klaus-Werner, 2019).

ACP is usually the first phase to precipitate under physiological conditions (Manas et al., 2012; Hortells et al., 2017; Lotsari et al., 2018), and therefore it is the relevant early phase in pathophysiology of ectopic calcifications. Importantly, the ACP and HAP are mainly composed of PO₄^3– ions as confirmed by IR analysis (Vecstaudza et al., 2019). Therefore, although the concentrations of H₂PO₄^– and HPO₄^2– ions are substantially higher than that of PO₄^3– ions at physiological systemic pH values, it appears that in MVC the concentration of PO₄^3– ions will be the most critical one.

Given that ACP is the first compound to be observed in the MVC process (Hortells et al., 2017), the supersaturation of this compound (S_ACP) within the media will likely predict and trigger the appearance of MVC. To calculate S_ACP, reliable values of K_sp(ACP) in biological tissues would be needed. However, the only value of Ksp available at present K_sp(37°C) = $a_{C{a}^{2+}}\times a_{H^{+}}^{0.22}\times a_{P{O}_4^{3-}}^{0.74}$ = 3.35 × 10^–12 was determined in vitro, while allowing for a wide variation of pH values (Christoffersen et al., 1990). Such pH variation is unlikely occur in the living tissues closely controlling the pH homeostasis. Therefore, the Ksp(ACP) would need to be determined to reflect the conditions within the media. Meanwhile, we have used the in vitro K_sp (ACP) value in our calculations of ACP supersaturation keeping in mind that the results can be only approximates. The results are provided and compared with those of dicalcium phosphate dihydrate (DCPD), octacalcium phosphate (OCP), and HAP in normal subjects in Table 3. These calculations show that within the biological range of minimum and maximum calcium and phosphate concentrations in humans, the supersaturation should vary from S = 0.65 to S = 0.83. During the hyperphosphatemic conditions in patients with CKD, S equals 0.92, which is still below the precipitation level (S ≥ 1). However, the local changes in pH within the media or imbalance between the promoters and inhibitors could favor precipitation, as shown below. The changes in local pH within the media could explain the fact that MVC appears in CKD before hyperphosphatemia is observed (Hortells et al., 2017), may be as a consequence of VSMC transdifferentiation, and possibly also the occurrence of MVC observed in non-CKD conditions, such as diabetes or aging.

TABLE 3

Table 3. Supersaturation, S, of the various CaP species (ACP, DCPD, OCP, HAP) at several experimental conditions, at 37 °C.

Molecular Processes in CaP Precipitation

The knowledge of the molecular mechanisms of the physiological bone and teeth mineralization may be helpful to understand ectopic calcifications, as they may share common mechanisms (Allen and Moe, 2020). In summary, physiological calcification is a complex phenomenon carried out by specialized cells, and it involves a variety of actors, mainly proteins that in the bone constitute the osteoid: (a) collagenous proteins and elastin that, in the vascular wall, create close compartments to facilitate confined crystallization and crystal growth (Veis, 2005); (b) amphiphilic proteins self-assembled to form scaffolds to provide potential nucleation sites before mineralization begins (Beniash et al., 2000); and (c) non-collagenous proteins that promote nucleation and control crystal growth morphology through interactions with certain crystal faces (Veis, 2005). In the first stage of biomineralization, an amorphous inorganic compound is produced in an environment occupied by a majority of organic compounds (60% of the total volume; 82). In the second stage, the inorganic compound crystallizes, and the crystals are organized into highly hierarchical superstructures. This complex biological machinery exercises complete control over the crystallization process, including crystal size, crystalline purity, growth orientation, shape molding, and hierarchical superstructuring.

Recent analyses of the early stages of CaP precipitation using high-resolution molecular techniques and ab initio molecular dynamics simulations (Lin and Chiu, 2018; Zhao et al., 2018) provide better insights into the molecular processes involved in CaP precipitation (Habraken et al., 2016). During the initial step, calcium and phosphate ions associate to form dinuclear and trinuclear complexes and subsequently polynuclear Posner clusters (Beniash et al., 2000) composed of nine Ca²⁺ ions and six phosphate PO₄^3– anions, surrounded by 30 water molecules, as depicted in Figures 2A, 3. After that, Posner clusters agglomerate to form hydrated precipitates with a low density and a Ca/P ratio of 1:1 (Zhang et al., 2015; Jiao et al., 2016; Niu et al., 2017). In the third step, the precipitate becomes denser by losing water and increasing the Ca-O-P connectivity to form ACP, with a Ca/P ratio of 1:1.35. Finally, through slow transformation in the solid state, crystalline HAP nanoparticles are formed within the precipitate (Figure 3). This mechanism does not follow classical nucleation theory that is based on the one by one incorporation of add-atoms to the growing nuclei. This also applies to the process of CaCO₃ nucleation (Smeetsa et al., 2017). One of the consequences features of this non-classical behavior is the lowering of the nucleation energy barrier (see below) (Yang et al., 2019).

FIGURE 2

Figure 2. Promoters of CaP mineralization. (A) Structure of major biomolecules that as promoters of calcification: phosphorylated proteins, sulfated glycosaminoglycans, carboxyglutamic proteins and phospholipid membranes. (B) CaP mineralization in the presence of nucleation promoters: accumulation of Ca by absorption on promoters, precipitation of ACP, and crystallization of HAP.

FIGURE 3

Figure 3. Hypothetical molecular processes in calcium phosphate medial vascular mineralization. At pH up to 7.40 Ca²⁺ ions are hydrated, and the majority of the phosphate molecules are in the form of HPO4-²- ions. The precipitation is triggered by a local increase of pH to above 7.90, associated with a marked increase in PO₄^3– ions; the main component in ACP and HAP. Ca²⁺ and PO₄^3– ions form complexes of increasing coordination number, eventually forming multinuclear clusters, which contain nine Ca²⁺ ions and six PO₄^3– ions. Subsequently, promoter macromolecules with charged Ca²⁺-ligand groups (phosphate, carboxylate, and/or sulfate) produce a local accumulation of Posner clusters and the appearance of ACP precipitates. Finally, as the process progresses, the precipitate clusters rearrange into dense crystalline HAP nanoparticles.

Amorphous calcium phosphate precipitates gradually transform into HAP (Hortells et al., 2015). The amorphous ACP solid evolves by slow reorganization of the loosely packed clusters into crystalline, rod-like domains of nanometer size, with a HAP structure (Figure 2). The appearance of HAP implies a dramatic change of the calcification regime. Because HAP is virtually insoluble, the crystallization process turns largely irreversible. It should be noted that the blood and fluids contained in biological tissues are highly supersaturated in HAP. The fact that HAP does not precipitate spontaneously in tissues appears to be due to a high nucleation barrier of this calcium phosphate phase keeping the medium in a metastable state. Once HAP has been formed, there is no energy barrier to stop growth, provided S > 1, unless inhibitors are present on site. Thus, in this sense at pH of 7.40 and at the lowest level of blood Ca concentration (1.02 mM), calcifications composed of HAP would be allowed to grow even when the concentration of Pi would be 1,000 times less than the lowest value in blood (see Figures 1C,D).

Transmission Electron Microscopy analyses of CaP calcifications in cell cultures are consistent with the precipitation mechanism described above (Hortells et al., 2015). Fresh precipitates appear as low-density sheets having a Ca/P ratio of one and showing some areas of higher electron density. After some aging time, precipitates show spherulite formations, which do not exhibit any crystalline order in electron diffraction and have a Ca/P ratio of 1.35, like ACP. After longer aging periods, precipitates show rod-like nanoparticles that yield electron diffraction rings, and they show crystal planes at high resolution. Based on observations of in a rat model using scanning electron microscopy (SEM), the arterial calcifications are localized and not uniformly distributed, suggesting a heterogeneous nucleation induced by a promoter, or a local increase in supersaturation, or both mechanisms as the origin of the calcification (Hortells et al., 2017). A chemical analysis of the deposits yielded mostly a Ca/P ratio of 1.35, close to that of ACP, although occasionally higher values were found, approaching that of HAP (1.67). Rat arteries that did not show any sign of calcification in optical microscope, at closer observation by SEM revealed small areas with a strong presence of Ca, but no detectable phosphate (Hortells et al., 2017). Although this preliminary observation should be studied in greater detail, it appears possible that these Ca aggregates may actually trigger CaP deposition in similar fashion as observed in physiological calcification in bones and/or teeth with calcium-rich proteins serving as promoters of mineralization.

Nucleation and the Activation Barrier

It is important to note that solubility products are calculated based on the activities of ions in solution that are in direct contact with the solid phase. However, in the absence of the solid phase, precipitation does not occur immediately after the ionic product exceeds the solubility product. In other words, S > 1 is a necessary but not sufficient condition for precipitation because there is an energy barrier for nucleation, similar to the majority of chemical reactions (Vallence, 2017) that has to be overcome before precipitation takes place. The onset of nucleation occurs when the size of the nuclei reaches a certain critical value, due to the large surface energy of small nuclei (Chernov, 1984; Mullin, 2001; Klaus-Werner, 2019). Below that critical size, the process of ion association is transient and reversible. Below that critical size, the process of ion association is transient and reversible. This is due to the fact that ions on the particle surface have greater energy than those in the bulk, given that the number of nearest neighbors of ions on the surface is obviously lower than that of ions in the bulk. The total Gibbs free energy of a particle growing from its component free ions is the sum of that of bulk ions and surface ions, and for small sizes, the number of surface ions is relatively large, so they tend to re-dissolve until the supersaturation in solution reaches the critical value. The process of formation of stable nuclei requires a definite induction time defined by the period between the time the critical supersaturation has been established and the first nuclei were detected (Chernov, 1984; Mullin, 2001; Klaus-Werner, 2019). As the size of the nuclei increases, they can grow with decreasing levels of supersaturation. Finally, large crystals will continue to grow even at very low levels of supersaturation, as shown in Figure 2. Thus, while induction of nucleation requires high levels of supersaturation, once larger particles have been formed, the growth will proceed with ever decreasing levels of supersaturation.

Consequently, a supersaturated solution can remain in a metastable state until the activation barrier has been overcome, i.e., the critical supersaturation value, S_c, has been reached, therefore enabling the formation of stable nuclei (Christoffersen et al., 1990; Figure 1B). Thus, S (ACP) > 1 is the necessary condition for growth, and S (ACP) > Sc is the necessary condition to trigger precipitation. Using data from spontaneous nucleation experiments in water (Strates et al., 1957; Fleish and Neuman, 1961), we have estimated the S_c values of 1.03 (Fleish and Neuman, 1961) and 1.05 (Strates et al., 1957) for ACP. These values represent early estimates and require validation using well-controlled experimental models emulating in vivo conditions. Nevertheless, these early Sc (ACP) estimates indicate that the critical supersaturation for MVC should be rather low, underscoring the non-classical character of ACP nucleation (Smeetsa et al., 2017; Yang et al., 2019). Thus indeed, the molecular mechanism of ACP nucleation appears to proceed through the gradual formation of soluble CaP complexes of increasing size, eventually forming multinuclear clusters with the formula, Ca₉(PO₄)₆⋅nH₂O (Mancardi et al., 2016). These clusters having the same structure as HAP are the likely precursors of ACP. initially forming the low-density amorphous precipitates with a Ca/P ratio of approximately 1 (ACP1) and eventually evolving into denser particles (ACP2) with a Ca/P ratio of 1.35, typically found in MVC, in bones, and other physiological and ectopic calcifications.

Nucleation Promoters

The process of CaP precipitation described above can be altered by the presence of promoters and/or inhibitors in the system. Promoters are agents that favor the precipitation of compounds in solutions that otherwise would remain metastable. Conversely, nucleation inhibitors restrain the formation of precipitates from solutions that otherwise would experience spontaneous homogeneous nucleation. In thermodynamic terms, promoters decrease S_c and induce heterogeneous nucleation located at the promoter site, whereas inhibitors increase S_c and retard the calcification process (Figure 1B). Thus, promoters and inhibitors may control the spontaneous crystallization processes and appear to dominate MVC.

Calcification promoters typically harbor abundant Ca²⁺-ligand groups in their chemical structure, responsible for the local accumulation of these ions. In this calcium-rich environment created by the promoter, nucleation might occur with minor increases in phosphate ion activities; calcification mechanism responsible for the formation of bones and teeth (Addadi and Weiner, 1992; Beniash et al., 2000; Veis, 2005). However, the disordered texture of the deposits observed in MVC suggests that the mechanism of mineralization and the agents involved in the process are likely different. Yet the two processes, bone formation and MVC, may have in common that the nucleation promoters can induce the onset of precipitation, because in both cases, the occurrence of deposits is discrete and localized, both being typical features of heterogeneous nucleations. Disseminated foci of calcifications within the medial layers are the outstanding hallmark of the MVC. However, the nature of promoters in MVC has not yet been studied in detail and requires further clarification.

CaP nucleation promoters are molecules or macromolecules with a high affinity for calcium and/or phosphate ions. To interact with phosphate ions, promoters must have positive charges, which in biomolecules are mostly provided by ammonium ions or quaternary amines. In any case, however, the interactions are weak. Figure 4A shows the typical Ca²⁺-ligand groups in biomolecules. In descending order according to their binding strength, these groups include phosphonate, phosphate > carboxylate > sulfonate = sulfate > alkoxide ≈ water (Zhao et al., 2018). Several kinds of biomolecules may contain large numbers of these groups, as it is the case of phosphate in multiphosphorylated proteins (Figure 4Aa), such as phosvitin (Greengard et al., 1964), involved in physiological calcifications (Sarem et al., 2017). Phosvitin consists of approximately 50% serine residues, which carry a phosphate group (Greengard et al., 1964) that gives this protein an extraordinary capacity to accumulate Ca²⁺ ions. Sarem et al. (2017) were able to show that the precipitation of CaP proceeded by the incorporation of Ca²⁺ ions into phosvitin, followed by the precipitation of ACP, and subsequent recrystallization into HAP by aging. The experimental conditions included HEPES buffer (pH = 8), 1.25 mM Ca(NO₃)₂, and 1.5 mM (NH₄)₃PO₄. Under these conditions, the supersaturations of ACP and HAP correspond to 1.21 and 8, respectively. Furthermore, recently, it has been shown that the disordered secondary structure of phosvitin orchestrates the nucleation and growth of biomimetic bone such as apatite (Sarem et al., 2017).

FIGURE 4

Figure 4. Promoters and inhibitors of CaP mineralization. (A) Structure of major biomolecules that as promoters of calcification: phosphorylated proteins, sulfated glycosaminoglycans, carboxyglutamic proteins and phospholipid membranes. (B) CaP mineralization in the presence of nucleation promoters: accumulation of Ca by absorption on promoters, precipitation of ACP, and crystallization of HAP. (C) Mechanism of crystal growth inhibition. (a) Representation of a Kossel crystal, with the different positions of adatoms on the crystal surface: flat site (surface nucleation) (Virchow, 1858), step site (Niskanen et al., 1994), kink site (Lehto et al., 1996), inhibitor molecule blocking a kink site (I); (b) a screw dislocation, and blocking of face growth by an inhibitor molecule.

Phospholipids (Figure 4Ad), the main component of cell membranes, matrix vesicles and exosomes, have also been proposed as promoters of pathogenic calcifications (Felix and Fleisch, 1976; Boskey, 1978; Schoen et al., 1988; Anderson, 2007; Wuthier and Lipscomb, 2011). Phospholipids are arranged in layers with a high density of phosphate-charged groups endowed with the capacity to concentrate Ca²⁺ ions. Indirect evidence of their role as promoters has been found in analyses of medial sclerosis of large arteries, aortic valves, and atherosclerotic plaques (Felix and Fleisch, 1976; Boskey, 1978; Schoen et al., 1988; Anderson, 2007; Wuthier and Lipscomb, 2011). Phospholipids may be released following degradation of cells or matrix vesicles (Felix and Fleisch, 1976). In addition, their phosphate groups may be also released as PO₄^3– ions by alkaline phosphatase, potentially also facilitating calcium precipitation (Towler, 2005).

Promoter biomolecules containing sulfate include glycosaminoglycans (GAGs) (Figure 4Ab) or mucopolysaccharides (Kepa et al., 2015), such as chondroitin sulfate, dermatan sulfate, keratan sulfate, hyaluronic acid, and heparin. In combination with proteins, form mucoproteins are formed. Mucopolysaccharides and mucoproteins have been the object of intense research based on their role as a matrix for the nucleation and structuring of calcium oxalate renal calculi. Among the mucopolysaccharides, dermatan appears the most interesting one, because its presence in the skin, blood vessels, and heart valves.

Biomolecules with a large number of carboxylic residues include glutamic- and carboxy-glutamic-rich proteins (Figure 4Ac). Collagen and elastin neutral proteins have also been proposed as promoters of VC (Urry, 1971). This hypothesis is based on the observation that Ca²⁺ ions may interact strongly with protein carbonyl groups from glycine amino acids arranged in a helix conformation. However, it should be noted that the carbonyl groups can barely compete in Ca²⁺ binding with charged groups, such as phosphate, carboxylate, and sulfate ions, because these groups interact through strong electrostatic forces, in a bidentate (also named chelate and it means bonded by to atoms to the central atom) manner. Instead, most likely, carbonyl groups appear to bind to Ca²⁺ ions by means of hydrogen bonds with hydration water (see section “Key Concepts”). Therefore, glycoproteins such as bone acidic glycoprotein-75, or bone phosphoproteins such as osteopontin or bone sialoprotein (Chen et al., 1992), appear to be more suitable promoters than collagen and elastin. These proteins not only have a higher capacity to bind Ca²⁺, but they interact with collagen itself in the presence of Ca²⁺ in a concentration-dependent manner. This Ca²⁺-mediated interaction with collagen has also been observed in matrix vesicles (Kirsch and von der Mark, 1991). Furthermore, studies on Ca²⁺-collagen interactions have shown that they take place through electrostatic interactions with the carboxylate groups (Glu and Asp) present in collagen (Pang et al., 2017).

All of these biomolecules have demonstrated the capacity to promote CaP nucleation in metastable solutions in vitro and appear to be suitable potential candidates for triggering and sustaining the calcification process in MVC, whether they are present in exosomes, apoptotic bodies, long-life proteins or transdifferentiated cells. A scheme of CaP deposition induced by promoters is shown in Figure 4C. In the first step the promoter expedites an accumulation of Ca²⁺ ions that are trapped by the high density of calcium ligand groups in the promoter structure. In the presence of phosphate, Ca²⁺ ions will form soluble CaP clusters, eventually ending up as precipitates, as described above.

Inhibition of Calcium Phosphate Nucleation and Crystal Growth

In addition to the promoters the onset and propagation of VC is also determined by the presence of agents that retard or restrain CaP precipitation. These agents comprise the class of inhibitors. Based on the mechanisms of action, four main groups of agents may be distinguished. The first group consists of agents precluding or retarding the formation of stable nuclei by increasing the activation barrier (nucleation inhibitors) (Giocondi et al., 2010). The second consists of agents that are in small amounts capable of restraining the crystals’ growth by attaching to the crystals’ surfaces (crystal growth inhibitors) (Dobberschuütz et al., 2018). The third constitute agents slowing the maturation from ACP to HAP and the fourth compounds that, without being truly inhibitors, can reduce supersaturation by sequestering calcium ions in the form of soluble complexes (Reznikov et al., 2016) or, in the case of renal disease, reduce hyperphosphatemia with the use of phosphate binders (Floege, 2016) or renal Pi reabsorption (Tsuboi et al., 2020), thus reducing the risk of calcification.

Nucleation Inhibition

Albeit the precise value of critical supersaturation required for the nucleation of ACP in vivo is not known and data on nucleation inhibition are sparse (Strates et al., 1957; Fleish and Neuman, 1961) approximate value can be calculated based on in vitro data available in the literature (Strates et al., 1957). Accordingly, the critical supersaturation for the nucleation of ACP would be S_c = 1.05 at pH = 7.4. Interestingly, analogous calculations based on experimental data of other authors (Fleish and Neuman, 1961) yields S_c = 1.03 at pH = 7.4. According to this value, and considering the average concentration of Ca²⁺ = 1.18 mM found in healthy subjects, the expected concentration of Pi needed for spontaneous calcification in blood would be 2.75 mM; a value far above the regular blood levels (0.97–1.45 mM) blood levels, or even of patients with severe hyperphosphatemia.

It has been suggested that active collagen may act as a promoter of calcification (Strates et al., 1957; Fleish and Neuman, 1961). However, this proposition appears rather unlikely because the calculated S_c = 0.73 based on the solubility product of ACP reported by Christoffersen et al. (1990), would not fulfill the conditions required for precipitation S ≥ 1. These discrepancies emphasize the need for precise calculations of thermodynamic parameters based on well-controlled experimental studies in vivo. Nevertheless, Fleish’s experiment has also demonstrated the nucleation inhibition capacity of pyrophosphate (PPi) and polyphosphate by increasing the S_c(ACP) for spontaneous (homogeneous) precipitation up to 1.07 and 1.10, respectively. Apparently, the critical supersaturation values for nucleation are rather low, but this conclusion should be considered with caution, given that both experiments—as well as the determination of K_sp(ACP)—were performed at different ionic strengths and under changing pH conditions (pH has a huge effect on CaP precipitation). Actually, the K_sp was calculated at I = 0.035, and the pH changed from 7.4 to 5.7 during precipitation; while in Strates et al. (1957) the ionic strength was 0.165 and the final pH was around 5.9. Nevertheless, despite of the obvious shortcomings of calculations of thermodynamic parameters based on in vitro data, these calculations offer an important impetus to explore further the role of collagen in CaP nucleation promotion by studying the relevant thermodynamic parameters in vivo. Furthermore, they also appear to explain the ability of pyrophosphate and organic polyphosphates to inhibit or to retard the onset of CaP nucleation. Strates et al. (1957) also described that HAP seed crystals can grow in normal blood serum, a proposal that supports our hypothesis that the nucleation of CaP deposits is controlled by ACP precipitation kinetics, but once the transformation to HAP occurs, the kinetics are driven by HAP crystal growth, which will progress even when the alterations that provoked the mineralization event return to normal. Actually, the threshold of P_i concentration for HAP supersaturation at pH = 7.40 and at the lower limit of the total calcium concentration in blood (1.01 mM) could be as low as 0.85 mM.

Inhibitors of ACP Conversion Into HAP

Some molecules are capable of stabilizing ACP and preventing or retarding the maturation into HAP, thereby keeping the door open to reversion of mineralization, which would become extremely improbable once HAP has been formed. Two known inhibitors of calcification acting by the ACP stabilization are pyrophosphate (PPi) (Ibsen and Birkedal, 2018) and magnesium (Boskey and Posner, 1974; Ter Braake et al., 2018). For details, see Box 4.

BOX 4. Crystal growth inhibition.

Inhibitors of crystal growth are molecules or ions that attach firmly to the crystal surface, thereby making it difficult for the growing crystal units to displace them thus preventing or retarding the attachment of new adatoms. The effect of inhibitors on crystal growth is briefly explained. If the ions in a solution remain above the nucleation rate, then the supersaturation will remain above the critical value for nucleation, Sc, allowing the process to go on. Initially, crystals have a rounded shape and a rough surface, but gradually they develop flat faces to minimize their surface energy. Using the model of a Kossel crystal (Kossel, 1927; Stranski, 1928; Figure 4C) with cubic adatoms that bind to the nearest neighbors on each crystal face, the energy gain of an adatom incorporating on a completely flat face will be obviously low (Figure 4Ca, adatom 1). Yet once attached, it will create a stairs-like step facilitating the adsorption of the next adatom to the two nearest neighbors (Figure 4Ca, adatom 2). Once an adatom incorporates into a step of the stair it forms a kink site, such that the next adatom will bind to the three nearest neighbors (Figure 4Ca, adatom 3). Some inhibitor molecules may block the kink sites (Figure 4Ca, I), therefore restraining the growth of the face. This mechanism of surface nucleation and the spreading of steps to form new layers require high levels of supersaturation. However, if the face has a defect, called a screw dislocation (Figure 4Cb), permanent step site is created, and the supersaturation required for crystal growth decreases considerably. In this manner, only a small number of inhibitor molecules attached to the screw dislocations may very effectively restrain the growth of a crystal face. Inhibitors will be less effective on a face growing through a secondary nucleation mechanism. Furthermore, in the case of rough faces that consist mostly of kink sites, large amount of inhibitor molecules will be required to block the growth. It should be kept in mind that, ultimately, the type of the prevailing mechanism will depend largely on the level of supersaturation in the following order of importance: rough growth > surface nucleation > screw dislocation.

Available reports on CaP crystal growth inhibition refer mostly to HAP. The best well-known inhibitor of HAP crystallization is PPi. This ion is firmly adsorbed on a HAP crystal surface (Fleisch, 1978; Ibsen and Birkedal, 2018) affecting the progression of the mineralization process in a number ways including an increase in the critical supersaturation for both homogeneous and heterogeneous nucleation, lengthening of the nucleation induction period, change of the crystal morphology, and crystal stabilization by reduction of the growth and the dissolution rate. Although less effective, other molecules such as citrate (Mekmene et al., 2012; Shao et al., 2018) and magnesium (Boskey and Posner, 1974) can also be considered HAP crystal growth inhibitors. Thus, while PPi and Mg²⁺ appear to limit the growth of HAP deposits, they are unable to reverse them. An ambitious in vivo experiment of CKD in rat seemed to have suggested the ability of Mg²⁺ to revert VC (Díaz-Tocados et al., 2017), however, the experimental design appears to favor the accumulation of the reversible amorphous CaP rather than HAP crystal formation.

The list of potential inhibitors of HAP crystal growth can be further extended to phosphocitrate, polyphosphates, bisphosphonates, carboxyphosphonates, phytate (Thomas and Tilden, 1972), and other not yet identified plasma components (Rufenacht and Fleisch, 1984). However, because these in vitro studies on nucleation progression inhibition have been performed at pH, temperature, and concentration values far from physiological or even pathophysiological conditions, their validity for in vivo processes is limited (Hunter and Goldberg, 1993) yet potentially useful in specific clinical settings such as renal calciphylaxis (Millan, 1990; Perelló et al., 2018; Calciphyx, 2019).

The majority of the available reports focus on the role of PPi in the prevention of mineralization (Lomashvili et al., 2004) and the role of alkaline phosphatase (AP) responsible for the hydrolysis of the PPi into phosphate (Towler, 2005; Haarhaus et al., 2017). However, due to the significant variability of the experimental in vitro and in vivo study designs, only tentative conclusions regarding the promotion and inhibition of CaP crystallization are feasible at present. To obtain full insight into the mechanisms of calcifications, standard protocols compatible with the in vivo conditions within the medial layer, preferably those in encountered in humans, will be required.

Nucleation Promoters That Act as Growth Inhibitors

In some cases, nucleation promoters may possibly also act as crystal growth inhibitors based on their capacity to bind and accumulate Ca²⁺ and to adsorb on CaP crystal surfaces. This is the case of GAGs with respect to calcium phosphate brushite (Zhai et al., 2019). Occasionally, the inhibition of crystal growth by typical nucleation promoters [i.e., chondroitin sulfate (CS) and mucoproteins] has been claimed in batch precipitation reports (Hunter and Goldberg, 1993). But this apparent inhibition effect may just be the result of Ca²⁺ absorption and the consequent decrease of the supersaturation. In constant composition studies, which more accurately reflect the conditions in blood vessels, CS has promoted precipitation. Phosvitin is a special case, which behaves like a nucleation inhibitor in dissolution but promotes nucleation when it is immobilized on a collagen surface (Onuma, 2005). Protein immobilization is also decisive in the promoter-inhibitor behavior of osteocalcin, mucoproteins, phosvitin, and phosphophoryn.

Effect of pH on Phosphate and Carbonate Nucleation

Of the three phosphate ion species, only PO₄^3– participates in all stages of precipitation, as evidenced by: (i) PO₄^3– is the main component of soluble precursor clusters; (ii) PO₄^3– is the main phosphate ion in the first precipitating phase, ACP; and (iii) PO₄^3– is also the phosphate component of HAP. As outlined above, the concentration of PO₄^3– in solution is very low at pH = 6.9, (Figure 1A), but it increases rapidly with increasing pH. Consequently, the supersaturation of ACP, and the risk of CaP precipitation, is highly dependent on the pH (Figure 1C): the pH has a much greater impact than a variation in the phosphate concentration. Actually, an increase in local pH to 7.90 would be enough to reach the critical supersaturation value (S = 1.03) estimated for the average blood Ca and P_i concentration in healthy subjects. In physiological Ca²⁺ and pH conditions, for example, it would be necessary to increase the local concentration of Pi to 3.0 mM to reach that S value, which is far above the usual level in hyperphosphatemic patients. In vitro experiments assessing the effect of cell activity onto the calcification process have also shown a notable importance of pH, mainly as a consequence of the used of highly bicarbonate media and low CO₂ concentration in the atmosphere (Hortells et al., 2015). Significant changes in local pH in vivo in contrast to the serum’s strictly regulated pH homeostasis, could arise, as explained below, through a modification of the activities of Na⁺/H⁺- and bicarbonate exchangers and of proton pumps, carbonic anhydrases, and other factors related to VSMC’ metabolism (Leibrock et al., 2016; Yuan et al., 2019). Although local alkalinity has not been demonstrated to play a role in the pathogenesis of MVC, it could be hypothesized by combination of mechanisms, such as increased presence of promoters, depletion of inhibitors possibly orchestrated by a perfect metabolic storm signifying the transdifferentation of VSMC.

With respect to calcium carbonate, it is present in considerable amounts in pathological calcifications (Bazin et al., 2012) and in in vitro calcifications (our own experiments). The concentration of CO₃^2– ions also increases rapidly above a pH of 7 (Figure 1A), and the supersaturation of CaCO₃ in blood can be higher than that of ACP under physiological conditions (Table 4) supporting the hypothesis that VC may be, at least in part, related to pH rather than phosphate concentration’s changes. In culture media, MEM or DMEM (media commonly used in the in vitro calcification procedures) maintained at 5% CO₂ atmosphere at given concentrations of bicarbonate and the pH (Hortells et al., 2015), the supersaturation of calcium carbonate (CaCO₃) exceeds that of CaP in both media. This finding may not only explain the co-precipitations of CaCO3 with CaP but may also suggest its role in seeding calcium phosphate nucleation sites.

TABLE 4

Table 4. Supersaturation of ACP and CaCO₃ in blood and in MEM [(NaHCO₃) = 2.2 g/L], and DMEM media with different concentrations of calcium and phosphate ions.

Precipitation in Intracellular or Extracellular Matrix Environments

To date, studies in the real in vivo or ex vivo medial layer environment are not available. Thus, the hypothesis charting the pathogenesis of CaP precipitation thermodynamics in the medial layer must be based only on the currently available incomplete evidence derived largely from in vitro observations.

Medial layer consists of ECM comprising matrisome with a number of different glycoproteins and proteoglycans with embedded networks of collagen and elastic fibers (Hynes and Naba, 2012) and VSMC. Due to the extensive extra- and intracellular compartmentalization and due to the higher viscosity of both ECM and VSMC cytoplasm compared with the water solutions and other solvents’ the mobility of the ions will be less predictable and more restricted. However, based on the available data, the viscosity of cytoplasm is approximately 1.2–1.5 times higher compared to water (Fushimi and Verkman, 1991; Bicknese et al., 1993; Kao et al., 1993; Luby-Phelps et al., 1993; Chang H. C. et al., 2008). To our knowledge, no data on viscosity of the ECM are available. Thus, as a matter of approximation, we assume that the environment of the media corresponds to viscous solution rather than solid gel. Based on these scanty reports we tentatively conclude that an increase in viscosity as suggested in the medial layer will mainly affect the ion transport, leading to a diffusion-controlled CaP crystal growth, possibly the single most important difference to the crystal growth in vitro solutions.

However, it is important to understand that in any biological system regardless of the composition and physical-chemical properties such as viscosity, the laws of thermodynamics and the links between supersaturation and CaP crystals’ growth retain their validity.

It is well known that electrochemical gradient between the micromolar concentration of Ca²⁺ in the VSMC cytoplasm and the millimolar extracellular Ca²⁺ concentration can be only maintained at high energy cost. This extremely low [Ca²⁺ _i] in cytosol along with the presence of PPi prevent spontaneous CaP precipitation inside the cell under physiological conditions [the cytosol also contains 3–5 mM free Pi (Peacock, 2021)] and normal metabolic states. Disruption of energy supply by the mitochondria, oxidative stress, electrophilic insults, etc., will cause uncontrolled influx of [Ca²⁺_i] from the extracellular space or endoplasmic reticulum followed by breakdown of intracellular homeostasis and cell death (Orrenius et al., 2013). Apoptotic bodies or cell debris could become nucleation sites and thus contribute to calcification.

The hypothesis of the medial CaP crystallization’s stepwise process outlined in the section “Molecular Processes in CaP Precipitation” has received support by experimental data from Transmission Electron Microscopy analysis of CaP deposits from cell cultures and rat arteries demonstrating that early CaP deposits consist of ACP undergoing progressive densification process and resulting in the crystallization of HAP nanoparticles (Villa-Bellosta et al., 2011; Hortells et al., 2015, 2017). The fact that the two methods of VC research, in vitro and in vivo, show similar early deposits but both calcification processes are unrelated (in vitro being alkali-mediated homogeneous precipitation, whereas in vivo is heterogeneous precipitation caused by promoter nucleation) clearly shows that deposit formation and crystal maturation thermodynamics are constant and similar, independently of the environmental setup (Hortells et al., 2015).

Given the impact of pH on the supersaturation of ACP and therefore potentially initiation of calcifications, changes in pH should be considered as a potential important factor in MVC, in both intra- and extracellular milieu. The pH in both milieus is determined by a number of factors including the metabolic production of the acid moieties, the transmembrane protons’ transport, the activity of bicarbonate transporters and exchangers, and the enzymatic synthesis of bicarbonate. While the intravasal homeostasis of pH is strictly controlled within narrow boundaries, the local tissue pH appears less stable depending on the type of the tissue and specific metabolic activities (Martin and Jain, 1994). Osteoblasts, for example, thrive in vitro at alkaline pH (Galow et al., 2017), in agreement with the effect of metabolic alkalosis increasing osteoblastic collagen synthesis and reducing bone resorption related to a decrease in osteoclastic beta-glucuronidase release (Bushinsky, 1996). Albeit it has never been demonstrated as yet, it is tempting to conclude that local changes in tissue pH possibly caused by contractile or partially transdifferentiated VSMC could be involved in triggering MVC, particularly if combined with nucleation promotion and VC inhibitor depletion.

Local interstitial-intracellular pH changes are interdependent and determined by both local and systemic factors. In VSMC, several transporters participate in the movement of protons and bicarbonate to quickly control intracellular pH (pH_i) and local extracellular pH (pH_o). Sodium-proton exchanger 1 (NHE1, Slc9a1) eliminates protons from the cell, whereas the bicarbonate transporter, NBCn1 (Slc4a7), inwardly co-transports sodium and bicarbonate anions. With an intracellular excess of bicarbonate, this is eliminated by anion exchanger 2 (AE2, Slc4a2) (Boedtkjer et al., 2012). More recently, additional bicarbonate transporter transcripts—Slc4a3, Slc26a2, Slc26a6, Slc26a8, and Slc26a11—have been identified in rat aortic SMC in vitro, further increasing the complexity of intracellular pH control in VSMC (Hortells et al., 2020). In addition, carbonic anhydrases also present in VSMC can increase the concentration of bicarbonate and also alter the intracellular acid-base equilibrium. Interestingly, the inhibition of these enzymes with acetazolamide prevents the soft tissue calcification of klotho-hypomorphic mice (Leibrock et al., 2016) and in apolipoprotein E (ApoE^–/–) mice (Yuan et al., 2019).

Furthermore, changes in pH in VSMC have been implicated in several physiological and pathological states. For example, alkaline pH_i is necessary for VSMC proliferation (Beniash et al., 2000; Boedtkjer et al., 2012), as well as for ECM remodeling and the activation of matrix metalloproteinases (Harrison et al., 1992; Stock et al., 2005). NHE1 inhibits apoptosis by increasing pH_i, cell volume, and sodium content and by reducing the activity of enzymes required for apoptosis (Pedersen, 2006). Conversely, the inhibition of NHE1 or of NBCn1 should cause intracellular acidification and the reciprocal local extracellular alkalinity, consequently promoting MVC by promoting apoptosis associated with calcium nucleation (Shroff et al., 2008). This local alkalinity could also create an optimal TNAP environment for hydrolyzing PPi and organic phosphates such as phospholipids. In turn, the increased expression of TNAP seems to be one of the first steps of MVC in CKD (Hortells et al., 2017). In addition, the local alkalinity will also supersaturate the medium with respect to ACP and calcium carbonate. These examples illustrate the potential importance of pH regulation of activities in VSMC, potentially applicable to MVC pathogenesis.

Role of Cell Transdifferentiation

Changes in local pH, TNAP overexpression and other factors, could accompany transdifferentiation of VSMC into osteo/chondroblastic-like cells. Following the detection of the bone forming gene expression in atherosclerotic lesions (Boström et al., 1993), the active role of VSMC in VC process has been extensively studied (e.g., 153–155). Osteo/chondrogenic transdifferentiation of VSMC has been mainly studied in CKD-related MVC. In these patients, the observed uremic and hyperphosphatemic conditions have tempted to the use of a simple research model accounting for a design of a fairly complete pathogenetic proposal based on direct effects of Pi as follows. The highly abundant phosphate would either permeate directly into the VSMC or it would be sensed through the sodium-phosphate cotransporters (PiT1/2), activating a signal transduction pathway resulting in a phenotypic transformation into osteochondroblast-like cells. This transformation could be mediated by the expression of Pi-induced transcription factors such as Msx2 (msh homeobox 2), Runx2 (Runt-related transcription factor 2), osterix, etc., that, in turn, would increase the expression of bone-forming proteins, such as Bmp2 (bone morphogenetic protein-2), TNAP, osteocalcin, collagen type I, etc., causing PPi depletion, increased number of nucleating sites, formation of calciprotein particles, etc., therefore facilitating, initiating, and stimulating calcification (Voelkl et al., 2019; Lee et al., 2020; Tyson et al., 2020).

Whereas VSMC transdifferentiation and the thermodynamics of CaP precipitation belong to different scientific fields, they complement each other in exploring MVC pathogenesis. While the former provides hypothesis, the later accounts for hypothesis testing. Consequently, the above outlined pathogenetical scenario has still to be considered with caution, for several reasons. Firstly, in the model or 5/6-nephrectomized rats, hyperphosphatemia is observed only after the first deposits have been formed and not before (Hortells et al., 2017), therefore, hyperphosphatemia should not be considered a necessary cause of calcification, but as an accelerator and complicating agent. Secondly, MVC may require interplay of different systemic and local factors absent in a cellular culture such as VSMC. Thirdly, thermodynamic principles suggest that calcium phosphates are not supersaturated in the normal or even CKD patients and therefore homogenous precipitation is an excluded possibility. Fourthly, in VSMC cultures, nanoparticles of calcium phosphate (or possibly calcium carbonate) rather than soluble Pi are responsible for osteo-/chondrogenic transdifferentiation. This can be easily observed by incubating VSMC cultures with high Pi concentrations in the presence of nucleating inhibitors, such as PPi, phosphonoformic acid or bisphosphonates: such nanoprecipitates are not formed and, consequently, no bone-related genes are expressed in VSMC despite the high Pi concentration (Villa-Bellosta et al., 2011; Lee et al., 2020). Fifthly, the nanoparticles do not appear to be caused by the native or transdifferentiated VSMC that would nucleate calcium heterogeneously, but rather by an alkaline pH-mediated supersaturation that causes homogeneous precipitation in media when using highly bicarbonated media in the presence of low CO₂, along with the extremely high concentrations of Pi (Hortells et al., 2015). It is important to note that homogeneous precipitation does not occur in vivo. If pH is set at pH 7.4 in culture medium, no precipitates are formed, and no transdifferentiation of VSMC occurs. In fact, calcification also occurs using non-transdifferentiated, dead cells (Villa-Bellosta and Sorribas, 2009). Thus, the above in vitro experimental model represents an extreme case of biomedical research reductionism, misrepresenting the multifactorial complexity of the MVC. For example, because fluoride prevents the growth of calcium deposits in vitro it could be considered calcification inhibitor, yet, in contrast, fluoride promotes MVC in in vivo experimental rat model (5/6-nephrectomy) likely due to multitude of effects, mainly nephrotoxicity (Martín-Pardillos et al., 2014).

It has been established that osteo/chondrogenic transformation of VSMC does occur in the medial layer in MVC in vivo, as shown by the expression of several bone forming genes. Nevertheless, if CaP homogeneous precipitation in blood and direct Pi effect on bone forming gene expression rather effected by the calcium nanoprecipitate depositions can be excluded, s are then osteo/chondrogenic transformation could be considered a consequence of preceding calcium depositions caused for example by factors such as the local ACP supersaturation, AP overexpression and/or abundance of nucleation promoter (Hortells et al., 2017; Hruska et al., 2017), depending of the processes associated with CKD, DM, aging, or other. Therefore, we suggest, that any hypothesis of pathogenesis of MVC needs to comply with the thermodynamic principles and pass successfully the filter of energetic plausibility.

Principles, Experimental Evidences, and Hypothesis in MVC Thermodynamics

In the final section we shall briefly outline the key principles of the fundamental laws of thermodynamics that must be obeyed in all settings and systems, evidence concerning the structure and other physical-chemical aspects of calcifications, and experimentally determined thermodynamic data that will likely require reassessments based on in vivo experimental data. Finally, the hypothesis of the mechanisms of MVC in the light of these guiding principles will be provided.

Firstly, the most fundamental principle relevant to any VC in any systems is that the process can commence and continue only if the conditions of supersaturation >1 are fulfilled. Thus, to define the mechanism of MVC in vivo, the supersaturation of the precipitating CaP compound in the milieu of the vascular medial layer must be exactly known.

Secondly, supersaturation is related to the activities of free calcium and phosphate ions that depend on concentrations and activity coefficients, which in turn vary with the ionic strength of the medium. Thus, determination of the ionic composition and activities in the vascular media is necessary to calculate true supersaturation.

Thirdly, the available experimental evidence based on the analysis of CaP calcifications in cell cultures and in arterial walls in mice indicates that the first calcium phosphate species to precipitate is ACP. Therefore, to predict the occurrence of VC the critical value of supersaturation of ACP in the arterial medial layer must be determined.

Fourthly, the experimental evidence thus far indicates that ACP is mainly composed of the PO₄^3–. Therefore PO₄^3– is the most relevant phosphate ion species to calculate ACP supersaturation and hence to predict the likelihood of developing MVC.

Fifthly, the supersaturation is defined in relation to the thermodynamic constant, solubility product (K_sp), of the precipitating compound. However, the available values of K_sp of ACP obtained in vitro using pH ranges unlikely to occur in vivo will need to be reassessed in vivo systems. The knowledge of K_sp (ACP) is critical because once ACP converts over time into HAP, calcification becomes virtually irreversible and its progression will be very difficult to stop or to reverse.

Sixthly, apart from the supersaturation, other factors also modulate the calcification process in vivo. These factors include primarily the presence of promoters and inhibitors at the sites of prospective calcifications. Although a number of such biomolecules has been proposed, their nature and mode of action in MVC remain to be identified. Based on the available experimental data concerning CaP precipitation we propose that promoters are likely to be large molecules containing abundant calcium-binding groups such as phosphonate, phosphate, carboxylate, sulfonate, and sulfate. These moieties are present in phosphorylated proteins, sulfated glycosaminoglycans, carboxyglutamic proteins, and phospholipids. Although the origins of these molecules within the medial layer remain to be clarified, debris of dying or dead cells represents reasonable candidates. Despite of the abundant experimental evidence concerning inhibitors, such as pyrophosphate, in blood and in the ECM with a broad potential to restrain virtually all steps of the calcification process including the nucleation of ACP, the conversion of ACP into HAP, and the crystal growth of HAP, their relevance in the MVC process remains to be clarified.

Seventhly, based on the impact of pH on the concentration of PO₄^3– ions, and consequently on the supersaturation of ACP and HAP, we hypothesize that possible triggering factor for MVC calcification could be transient increases in the local pH with possible participation of the CaCO₃ in the medial calcification process as outlined above.

Conclusion

Calcium deposition in MVC represents a complex biological process likely involving a multitude of local and systemic factors that control the activities (rather than the concentrations) of the calcium and phosphate ions in the medial layer. The laws of thermodynamics not only delimit the number of interpretations of findings, they also assist to identify the most likely mechanisms. In vitro studies and early in vivo experimental evidence indicate that the initial precipitating phase at neutral pH is ACP, a phase that is likely undersaturated in blood, even under hyperphosphatemic conditions. Focal ACP supersaturation in the medial layer to achieve precipitating levels could be triggered by multiple factors including dramatic increase of calcium and/or phosphate activities, modest local increase in pH, imbalance between promoters and inhibitors or any combination of these.

To advance the understanding of CaP crystallization and the development of therapeutic agents preventing, inhibiting or even reversing the calcification process in MVC, research data from in vivo experimental protocols will be required. Compliance of these data with the laws of thermodynamics will become the litmus test of their scientific plausibility.

Author Contributions

All authors made substantial contributions to the conception and design of the work, drafted and conducted a critical revision of the manuscript, and approved the version to be published.

Funding

This work was supported by a grant from the Ministry of Economy and Competitiveness, code PGC2018-098635-B-I00. Financial support from the European Union’s Horizon 2020 FET Open Program (grants nos: 801305 and 829162), from the Spanish Ministry of Science, Innovation, and Universities (grant no: PGC2018_095795_B_I00), and from the Regional Government of Aragón (E11/17R) is also gratefully acknowledged.

Conflict of Interest

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

The handling editor declared a past co-authorship with one of the authors VS.

References

Addadi, L., and Weiner, S. (1992). Control and design principles in biological mineralization. Angen. Cheni Inr. Ed. Engl. 31, 153–169. doi: 10.1002/anie.199201531

CrossRef Full Text | Google Scholar

Aduen, J., Bernstein, W. K., Khastgir, T., Miller, J., Kerzner, R., Bhatiani, A. A., et al. (1994). The use and clinical importance of a substrate-specific electrode for rapid determination of blood lactate concentrations. JAMA 272, 1678–1685. doi: 10.1001/jama.1994.03520210062033

CrossRef Full Text | Google Scholar

Aessopos, A., Samarkos, M., Voskaridou, E., Papaioannou, D., Tsironi, M., Kavouklis, E., et al. (1998). Arterial calcifications in beta-thalassemia. Angiology 49, 137–143. doi: 10.1177/000331979804900206

PubMed Abstract | CrossRef Full Text | Google Scholar

Aitken, E., Ramjug, S., Buist, L., and Kingsmore, D. (2012). The prognostic significance of iliac vessel calcification in renal transplantation. Transplant. Proc. 44, 2925–2931. doi: 10.1016/j.transproceed.2012.06.058

PubMed Abstract | CrossRef Full Text | Google Scholar

Allen, M. R., and Moe, S. M. (2020). “Bone biology, modeling, remodeling and mineralization,” in Cardiovascular Calcification and Bone Mineralization. Contemporary Cardiology, eds E. Aikawa and J. D. Hutchenson (Cham: Humana), 373–390.

Google Scholar

Anderson, H. C. (2007). The role of matrix vesicles in physiological and pathological calcification. Curr. Opin. Orthop. 18, 428–433. doi: 10.1097/BCO.0b013e3282e9ab49

CrossRef Full Text | Google Scholar

Bazin, D., Daudon, M., Combes, C., and Rey, C. (2012). Characterization and some physicochemical aspects of pathological microcalcifications. Chem. Rev. 112, 5092–5120. doi: 10.1021/cr200068d

PubMed Abstract | CrossRef Full Text | Google Scholar

Beniash, E., Traub, W., Veis, A., and Weiner, S. (2000). A transmission electron microscope study using vitrified ice sections of predentin: structural changes in the dentin collagenous matrix prior to mineralization. J. Struct. Biol. 132, 212–225. doi: 10.1006/jsbi.2000.4320

PubMed Abstract | CrossRef Full Text | Google Scholar

Bicknese, S., Periasamy, N., Shohet, S. B., and Verkman, A. S. (1993). Cytoplasmic viscosity near the cell plasma membrane: measurement by evanescent field frequency-domain microfluorimetry. Biophys. J. 165, 1272–1282. doi: 10.1016/S0006-3495(93)81179-2

CrossRef Full Text | Google Scholar

Boedtkjer, E., Damkier, H. H., and Aalkjaer, C. (2012). NHE1 knockout reduces blood pressure and arterial media/lumen ratio with no effect on resting pHi in the vascular wall. J. Physiol. 590, 1895–1906. doi: 10.1113/jphysiol.2011.227132

PubMed Abstract | CrossRef Full Text | Google Scholar

Bohner, M. (2010). Design of ceramic-based cements and putties for bone graft substitution. Eur. Cell Mater. 20, 1–12. doi: 10.22203/ecm.v020a01

PubMed Abstract | CrossRef Full Text | Google Scholar

Boron, W. F., and Boulpaep, E. L. (eds) (2009). Medical Physiology. a Cellular and Molecular Approach, 2nd Edn. Philadelphia, PA: Elsevier, 1337. doi: 10.1073/pnas.0500423102

PubMed Abstract | CrossRef Full Text | Google Scholar

Boskey, A. L. (1978). The role of Ca-PL-PO₄ complexes in tissue mineralization. Metab. Bone Dis. Relat. Res. 1, 137–142. doi: 10.1007/BF02012794

PubMed Abstract | CrossRef Full Text | Google Scholar

Boskey, A. L., and Posner, A. S. (1974). Magnesium stabilization of amorphous calcium phosphate: a kinetic study. Mater. Res. Bull. 9, 907–916. doi: 10.1021/j100638a011

CrossRef Full Text | Google Scholar

Boström, K., Watson, K. E., Horn, S., Wortham, C., Herman, I. M., and Demer, L. L. (1993). Bone morphogenetic protein expression in human atherosclerotic lesions. J. Clin. Invest. 91, 1800–1809. doi: 10.1172/JCI116391

PubMed Abstract | CrossRef Full Text | Google Scholar

Bruel, A., and Oxlund, H. (1996). Changes in biomechanical properties, composition of collagen and elastin, and advanced glycation end products of the rat aorta in relation to age. Atherosclerosis 127, 155–165. doi: 10.1016/s0021-9150(96)05947-3

CrossRef Full Text | Google Scholar

Bushinsky, D. A. (1996). Metabolic alkalosis decreases bone calcium efflux by suppressing osteoclasts and stimulating osteoblasts. Am. J. Physiol. 271(1 Pt 2), F216–22. doi: 10.1152/ajprenal.1996.271.1.F216

PubMed Abstract | CrossRef Full Text | Google Scholar

Calciphyx (2019). Phase 3 Study of SNF472 for Calciphylaxis (Calciphyx). https://clinicaltrials.gov/ct2/show/NCT04195906

Google Scholar

Chang, H. B., Javed, A., Dai, Q., Kappes, J. C., Clemens, T. L., Darley-Usmar, V. M., et al. (2008). Oxidative stress induces vascular calcification through modulation of the osteogenic transcription factor Runx2 by AKT signaling. J. Biol. Chem. 283, 15319–15327. doi: 10.1074/jbc.M800021200

PubMed Abstract | CrossRef Full Text | Google Scholar

Chang, H. C., Lin, Y. C., and Kuo, C. T. (2008). A two-dimensional diffusion model quantifying intracellular transport with independent factors accounting for cytosol viscosity, binding, and steric hindrance. Biochem. Eng. J. 41, 217–227. doi: 10.1016/j.bej.2008.04.021

CrossRef Full Text | Google Scholar

Chen, Y., Bal, B. S., and Gorski, J. P. (1992). Calcium and collagen binding properties of osteopontin, bone sialoprotein, and bone acidic glycoprotein-75 from bone. J. Biol. Chem. 267, 24871–24878. doi: 10.1016/S0021-9258(18)35844-7

CrossRef Full Text | Google Scholar

Chernov, A. A. (1984). Modern Crystallography III: Crystal Growth. Berlin: Springer-Verlag.

Google Scholar

Chirinos, J. A., Segers, P., Hughes, T., and Townsend, R. (2019). Large-artery stiffness in health and disease: JACC state-of-the-art review. J. Am. Coll. Cardiol. 74, 1237–1263. doi: 10.1016/j.jacc.2019.07.012

PubMed Abstract | CrossRef Full Text | Google Scholar

Christoffersen, M. R., Christoffersen, J., and Kibalczyc, W. (1990). Apparent solubilities of two amorphous calcium phosphates and of octacalcil phosphate in the temperature range 30-42^oC. J. Cryst. Growth 106, 349–354. doi: 10.1016/0022-0248(90)90079-Z

CrossRef Full Text | Google Scholar

Chughtai, A., Marshall, R., and Nancollas, G. H. (1968). Complexes in calcium phosphate solutions. J. Phys. Chem. 72, 208–211. doi: 10.1021/j100847a039

PubMed Abstract | CrossRef Full Text | Google Scholar

Conway, B., Edmundowicz, D., Matter, N., Maynard, J., and Orchard, T. (2010). Skin fluorescence correlates strongly with coronary artery calcification severity in type 1 diabetes. Diabetes Technol. Ther. 12, 339–345. doi: 10.1089/dia.2009.0152

PubMed Abstract | CrossRef Full Text | Google Scholar

Devriese, M., Legrand, A., Courtois, M. C., Jeunemaitre, X., and Albuisson, J. (2019). Pseudoxanthoma elasticum with prominent arterial calcifications evoking CD73 deficiency. Vasc. Med. 24, 461–464. doi: 10.1177/1358863X19853360

PubMed Abstract | CrossRef Full Text | Google Scholar

Díaz-Tocados, J. M., Peralta-Ramírez, A., Rodríguez-Ortiz, M. E., Ana, I. R., Ignacio, L., Carmen, P., et al. (2017). Dietary magnesium supplementation prevents and reverses vascular and soft tissue calcifications in uremic rats. Kidney Int. 92, 1084–1099. doi: 10.1016/j.kint.2017.04.011

PubMed Abstract | CrossRef Full Text | Google Scholar

Disthabanchong, S., and Srisuwarn, P. (2019). Mechanisms of vascular calcification in kidney disease. Adv. Chronic Kidney Dis. 26, 417–426. doi: 10.1053/j.ackd.2019.08.014

PubMed Abstract | CrossRef Full Text | Google Scholar

Dobberschuütz, S., Nielsen, M. R., Sand, K. K., Civioc, R., Bovet, N., Stipp, S. L. S., et al. (2018). The mechanisms of crystal growth inhibition by organic and inorganic inhibitors. Nat. Commun. 9:1578. doi: 10.1038/s41467-018-04022-0

PubMed Abstract | CrossRef Full Text | Google Scholar

Durham, A. L., Speer, M. Y., Scatena, M., Giachelli, C. M., and Shanahan, C. M. (2018). Role of smooth muscle cells in vascular calcification: implications in atherosclerosis and arterial stiffness. Cardiovasc. Res. 114, 590–600. doi: 10.1093/cvr/cvy010

PubMed Abstract | CrossRef Full Text | Google Scholar

Fang, Y., Ginsberg, C., Seifert, M., Agapova, O., Sugatani, T., Register, T. C., et al. (2014). CKD-induced wingless/integration1 inhibitors and phosphorus cause the CKD-mineral and bone disorder. J. Am. Soc. Nephrol. 25, 1760–1773. doi: 10.1681/ASN.2013080818

PubMed Abstract | CrossRef Full Text | Google Scholar

Feigenbaum, A., Müller, C., Yale, C., Kleinheinz, J., Jezewski, P., Kehl, H. G., et al. (2013). Singleton-Merten syndrome: an autosomal dominant disorder with variable expression. Am. J. Med. Genet. A 161A, 360–370. doi: 10.1002/ajmg.a.35732

PubMed Abstract | CrossRef Full Text | Google Scholar

Felix, R., and Fleisch, H. (1976). The role of matrix vesicles in calcification. Calcif. Tissue Res. 21, 344–348. doi: 10.1007/BF02546474

CrossRef Full Text | Google Scholar

Finch, J. L., Lee, D. H., Liapis, H., Ritter, C., Zhang, S., Suarez, E., et al. (2013). Phosphate restriction significantly reduces mortality in uremic rats with established vascular calcification. Kidney Int. 84, 1145–1153. doi: 10.1038/ki.2013.213

PubMed Abstract | CrossRef Full Text | Google Scholar

Finer, G., Price, H. E., Shore, R. M., White, K. E., and Langman, C. B. (2014). Hyperphosphatemic familial tumoral calcinosis: response to acetazolamide and postulated mechanisms. Am. J. Med. Genet. 164, 1545–1549. doi: 10.1002/ajmg.a.36476

PubMed Abstract | CrossRef Full Text | Google Scholar

Fleisch, H. (1978). Inhibitors and promoters of stone formation. Kidney Int. 13, 361–371. doi: 10.1038/ki.1978.54

PubMed Abstract | CrossRef Full Text | Google Scholar

Fleish, H., and Neuman, W. F. (1961). Mechanisms of calcification: role of collagen polyphosphates and phosphatase. Am. J. Physiol. 200, 1296–1300. doi: 10.1152/ajplegacy.1961.200.6.1296

PubMed Abstract | CrossRef Full Text | Google Scholar

Floege, J. (2016). Phosphate binders in chronic kidney disease: a systematic review of recent data. J. Nephrol. 29, 329–340. doi: 10.1007/s40620-016-0266-9

PubMed Abstract | CrossRef Full Text | Google Scholar

Fok, P. W., and Lanzer, P. (2018). Media sclerosis drives and localizes atherosclerosis in peripheral arteries. PLoS One 13:e0205599. doi: 10.1371/journal.pone.0205599

PubMed Abstract | CrossRef Full Text | Google Scholar

Fushimi, K., and Verkman, A. S. (1991). Low viscosity in the aqueous domain of cell cytoplasm measured by picosecond polarization microfluofimetry. J. Cell Biol. 112, 719–725. doi: 10.1083/jcb.112.4.719

PubMed Abstract | CrossRef Full Text | Google Scholar

Galow, A. M., Rebl, A., Koczan, D., Bonk, S. M., Baumann, W., and Gimsa, J. (2017). Increased osteoblast viability at alkaline pH in vitro provides a new perspective on bone regeneration. Biochem. Biophys. Rep. 10, 17–25. doi: 10.1016/j.bbrep.2017.02.001

PubMed Abstract | CrossRef Full Text | Google Scholar

Gibbs, J. W. (1874–1878). On the equilibrium of heterogeneous substances. Trans. Conn. Acad. 3, 108–248. doi: 10.11588/heidok.00013220

CrossRef Full Text | Google Scholar

Giocondi, J. L., El-Dasher, B. S., Nancollas, G. H., and Orme, C. A. (2010). Molecular mechanisms of crystallization impacting calcium phosphate cements. Phil. Trans. R. Soc. A 368, 1937–1961. doi: 10.1098/rsta.2010.0006

PubMed Abstract | CrossRef Full Text | Google Scholar

Grases, F., Millan, A., and Conte, A. (1990). Production of calcium oxalate monohydrate, dihydrate or trihydrate. Urol. Res. 18, 17–20. doi: 10.1007/BF00294575

PubMed Abstract | CrossRef Full Text | Google Scholar

Greengard, O., Sentenac, A., and Mendelsohn, N. (1964). Phosvitin the iron carrier of egg yolk. Biochim. Biophys. Acta 90, 406–407. doi: 10.1016/0304-4165(64)90208-9

CrossRef Full Text | Google Scholar

Haarhaus, M., Brandenburg, V., Kalantar-Zadeh, K., Stenvinkel, P., and Magnusson, P. (2017). Alkaline phosphatase: a novel treatment target for cardiovascular disease in CKD. Nat. Rev. Nephrol. 13, 429–442. doi: 10.1038/nrneph.2017.60

PubMed Abstract | CrossRef Full Text | Google Scholar

Habraken, W., Habibovic, P., Epple, M., and Bohner, M. (2016). Calcium phosphates in biomedical applications: materials for the future? Mater. Today 19, 69–87. doi: 10.1016/j.mattod.2015.10.008

CrossRef Full Text | Google Scholar

Harrington, J. M., Young, D. J., Essader, A. S., Sumner, S. J., and Levine, K. E. (2014). Analysis of human serum and whole blood for mineral content by ICP-MS and ICP-OES: development of a mineralomics method. Biol. Trace Elem. Res. 160, 132–142. doi: 10.1007/s12011-014-0033-5

PubMed Abstract | CrossRef Full Text | Google Scholar

Harrison, R. K., Chang, B., Niedzwiecki, L., and Stein, R. L. (1992). Mechanistic studies on the human matrix metalloproteinase stromelysin. Biochemistry 31, 10757–10762. doi: 10.1021/bi00159a016

PubMed Abstract | CrossRef Full Text | Google Scholar

Hortells, L., Guillén, N., Sosa, C., and Sorribas, V. (2020). Several phosphate transport processes are present in vascular smooth muscle cells. Am. J. Physiol. Heart Circ. Physiol. 318, H448–H460. doi: 10.1152/ajpheart.00433.2019

PubMed Abstract | CrossRef Full Text | Google Scholar

Hortells, L., Sosa, C., Guillén, N., Lucea, S., Millán, A., and Sorribas, V. (2017). Identifying early pathogenic events during vascular calcification in uremic rats. Kidney Int. 92, 1384–1394. doi: 10.1016/j.kint.2017.06.019

PubMed Abstract | CrossRef Full Text | Google Scholar

Hortells, L., Sosa, C., and Millán, Á, and Sorribas, V. (2015). Critical parameters of the in vitro method of vascular smooth muscle cell calcification. PLoS One 10:e0141751. doi: 10.1371/journal.pone.0141751

PubMed Abstract | CrossRef Full Text | Google Scholar

Hruska, K. A., Sugatani, T., Agapova, O., and Fang, Y. (2017). The chronic kidney disease – Mineral bone disorder (CKD-MBD): Advances in pathophysiology. Bone 100, 80–86. doi: 10.1016/j.bone.2017.01.023

PubMed Abstract | CrossRef Full Text | Google Scholar

Hunter, G. H., and Goldberg, H. A. (1993). Nucleation of hydroxyapatite by bone sialoprotein. Proc. Natl. Acad. Sci. U.S.A. 90, 8562–8565. doi: 10.1073/pnas.90.18.8562

PubMed Abstract | CrossRef Full Text | Google Scholar

Hynes, R. O., and Naba, A. (2012). Overview of the matrisome—an inventory of extracellular matrix constituents and functions. Cold Spring Harb. Perspect. Biol. 4:a004903. doi: 10.1101/cshperspect.a004903

PubMed Abstract | CrossRef Full Text | Google Scholar

Ibsen, C. J. S., and Birkedal, H. (2018). Pyrophosphate-inhibition of apatite formation studied by in situ X-ray diffraction. Minerals 8:65. doi: 10.3390/min8020065

CrossRef Full Text | Google Scholar

Jiao, K., Niu, L. N., Ma, C. F., Huang, X. Q., Pei, D. D., Luo, T., et al. (2016). Complementarity and uncertainty in intrafibrillar mineralization of collagen. Adv. Funct. Mater. 26, 6858–6875. doi: 10.1002/adfm.201602207

CrossRef Full Text | Google Scholar

Johnson, R. C., Leopold, J. A., and Loscalzo, J. (2006). Vascular calcification: pathobiological mechanisms and clinical implications. Circ. Res. 99, 1044–1059. doi: 10.1161/01.RES.0000249379.55535.21

CrossRef Full Text | Google Scholar

Kao, H. P., Abney, R., and Verkman, A. S. (1993). Determinants of the translational mobility of a small solute in cell cytoplasm. J. Cell Biol. 120, 175–184. doi: 10.1083/jcb.120.1.175

PubMed Abstract | CrossRef Full Text | Google Scholar

Kapustin, A. N., Chatrou, M. L., Drozdov, I., Zheng, Y., Davidson, S. M., Soong, D., et al. (2015). Vascular smooth muscle cell calcification is mediated by regulated exosome secretion. Circ. Res. 116, 1312–1323. doi: 10.1161/CIRCRESAHA.116.305012

PubMed Abstract | CrossRef Full Text | Google Scholar

Karpiński, H., and Jerzy Bałdyga, J. (2019). “Precipitation processes,” in Handbook of Industrial Crystallization, eds A. S. Myerson, D. Erdemir, and A. Y. Lee (Cambridge: Cambridge University Press), 216–265. doi: 10.1017/9781139026949

CrossRef Full Text | Google Scholar

Kepa, K., Coleman, R., and Grøndahl, L. (2015). In vitro mineralization of functional polymers. Biosurf. Biotribol. 1, 214–227. doi: 10.1016/j.bsbt.2015.09.001

CrossRef Full Text | Google Scholar

Kirsch, T., and von der Mark, K. (1991). Ca2+ binding properties of type X collagen. FEBS Lett. 294, 149–152. doi: 10.1016/0014-5793(91)81363-d

CrossRef Full Text | Google Scholar

Klaus-Werner, B. (2019). Handbook of Industrial Crystallization, 3rd Edn, eds A. S. Myerson, D. Erdemir, and A. Y. Lee (Cambridge: Cambridge University Press), 135–143.

Google Scholar

Kossel, W. (1927). Extending the law of bravais. Nachr. Ges. Wiss. Göttingen 143, 135–143.

Google Scholar

Lang, F., Leibrock, C., Pelzl, L., Gawaz, M., Pieske, B., Alesutan, I., et al. (2018). Therapeutic interference with vascular calcification-lessons from klotho-hypomorphic mice and beyond. Front. Endocrinol. 9:207. doi: 10.3389/fendo.2018.00207

PubMed Abstract | CrossRef Full Text | Google Scholar

Larsson, L., and Ohman, S. (1978). Serum ionized calcium and corrected total calcium in borderline hyperparathyroidism. Clin. Chem. 24, 1962–1965. doi: 10.1093/clinchem/24.11.1962

CrossRef Full Text | Google Scholar

Lee, S. J., Lee, I. K., and Jeon, J. H. (2020). Vascular calcification—new insights into its mechanism. Int. J. Mol. Sci. 21:2685. doi: 10.3390/ijms21082685

PubMed Abstract | CrossRef Full Text | Google Scholar

Lefthériotis, G., Omarjee, L., Le Saux, O., Henrion, D., Abraham, P., Prunier, F., et al. (2013). The vascular phenotype in pseudoxanthoma elasticum and related disorders: contribution of a genetic disease to the understanding of vascular calcification. Front. Genet. 4:4. doi: 10.3389/fgene.2013.00004

PubMed Abstract | CrossRef Full Text | Google Scholar

Lehto, S., Niskanen, L., Suhonen, M., Rönnemaa, T., and Laakso, M. (1996). Medial artery calcification. a neglected harbinger of cardiovascular complications in non-insulin-dependent diabetes mellitus. Arterioscler. Thromb. Vasc. Biol. 16, 978–983. doi: 10.1161/01.atv.16.8.978

CrossRef Full Text | Google Scholar

Leibrock, C. B., Alesutan, I., Voelkl, J., Michael, D., Castor, T., Kohlhofer, U., et al. (2016). Acetazolamide sensitive tissue calcification and aging of klotho-hypomorphic mice. J. Mol. Med. 94, 95–106. doi: 10.1007/s00109-015-1331-x

PubMed Abstract | CrossRef Full Text | Google Scholar

Lin, T. J., and Chiu, C. C. (2018). Structures and infrared spectra of calcium phosphate clusters by ab initio methods with implicit solvation models. Phys. Chem. Chem. Phys. 20, 345–346. doi: 10.1039/C7CP05975B

PubMed Abstract | CrossRef Full Text | Google Scholar

Liu, Y., Drozdov, I., Shroff, R., Beltran, L. E., and Shanahan, C. M. (2013). Prelamin a accelerates vascular calcification via activation of the DNA damage response and senescence-associated secretory phenotype in vascular smooth muscle cells. Circ. Res. 112, e99–e109. doi: 10.1161/CIRCRESAHA.111.300543

PubMed Abstract | CrossRef Full Text | Google Scholar

Lomashvili, K. A., Cobbs, S., Hennigar, R. A., Hardcastle, K. I., and O’Neill, C. W. (2004). Phosphate-induced vascular calcification: role of pyrophosphate and osteopontin. J. Am. Soc. Nephrol. 15, 1392–1401. doi: 10.1097/01.ASN.0000128955.83129.9C

CrossRef Full Text | Google Scholar

London, G. M., Guérin, A. P., Marchais, S. J., Métivier, F., Pannier, B., and Adda, H. (2003). Arterial media calcification in end-stage renal disease: impact on all-cause and cardiovascular mortality. Nephrol. Dial. Transplant. 18, 1731–1740. doi: 10.1093/ndt/gfg414

PubMed Abstract | CrossRef Full Text | Google Scholar

Lotsari, A., Rajasekharan, A. K., Halvarsson, M., and Andersson, M. (2018). Transformation of amorphous calcium phosphate to bone-like apatite. Nat. Commun. 9:4170. doi: 10.1038/s41467-018-06570-x

PubMed Abstract | CrossRef Full Text | Google Scholar

Luby-Phelps, K., Mujundar, S., Mujundar, R., Ernst, L., Galbraith, W., and Waggoner, A. (1993). A novel fluorescence ratiometric method confirms the low solvent viscosity of the cytoplasm. Biophys. J. 65, 236–242.

Google Scholar

Madsen, L., and Thorvardarson, G. G. (1984). Precipitation of calcium phosphate from moderately acid solution J. Cryst. Growth 66, 369–376. doi: 10.1016/0022-0248(84)90220-3

CrossRef Full Text | Google Scholar

Manas, A., Pocquet, M., Biscans, B., and Sperandio, M. (2012). Parameters influencing calcium phosphate precipitation in granular sludge sequencing batch reactor. Chem. Eng. Sci. 77, 165–175. doi: 10.1016/j.ces.2012.01.009

CrossRef Full Text | Google Scholar

Mancardi, G., Terranova, U., and de Leeuw, N. H. (2016). Calcium phosphate prenucleation complexes in water by means of ab initio molecular dynamics simulations. Cryst. Growth Des. 16, 3353–3358. doi: 10.1021/acs.cgd.6b00327

CrossRef Full Text | Google Scholar

Martin, G. R., and Jain, R. K. (1994). Noninvasive measurement of interstitial pH profiles in normal and neoplastic tissue using fluorescence ratio imaging microscopy. Cancer Res. 54, 5670–5674.

Google Scholar

Martín-Pardillos, A., Sosa, C., and Millán, Á, and Sorribas, V. (2014). Effect of water fluoridation on the development of medial vascular calcification in uremic rats. Toxicology 318, 40–50. doi: 10.1016/j.tox.2014.01.012

PubMed Abstract | CrossRef Full Text | Google Scholar

McCrindle, B. W., Rowley, A. H., Newburger, J. W., Burns, J. C., Bolger, A. F., Gewitz, M., et al. (2017). Diagnosis, treatment, and long-term management of Kawasaki disease: a scientific statement for health professionals from the American Heart Association. Circulation 135, e927–e999. doi: 10.1161/CIR.0000000000000484

PubMed Abstract | CrossRef Full Text | Google Scholar

McDowell, H., Gregory, T. M., and Brown, W. E. (1977). Solubility of Ca₅(P0₄)₃OH in the system Ca(OH)₂-H₃PO₄-H₂O at 5, 15, 25, and 37 °C. J. Res. Nat. Stand. Sec. A 81A, 273–281.

Google Scholar

Mekmene, O., Rouillon, T., Quillard, S., Pilet, P., Bouler, J. M., Pezennec, S., et al. (2012). Effects of citrate and NaCl on size, morphology, crystallinity and microstructure of calcium phosphates obtained from aqueous solutions at acidic or near-neutral pH. J. Dairy Sci. 79, 238–248. doi: 10.1017/S0022029912000076

PubMed Abstract | CrossRef Full Text | Google Scholar

Mendoza, F. J., Lopez, I., Montes de Oca, A., Perez, J., Rodriguez, M., and Aguilera-Tejero, E. (2008). Metabolic acidosis inhibits soft tissue calcification in uremic rats. Kidney Int. 73, 407–414. doi: 10.1038/sj.ki.5002646

PubMed Abstract | CrossRef Full Text | Google Scholar

Millan, A. (1990). Theoretical and Analytical Aspects of Calcium Oxalate Urolithiasis. Doctoral Thesis University of Balearic Islands, Spain.

Google Scholar

Moreno, E. C., Gregory, T. M., and Brown, W. E. (1966). Solubility of CaHPO₄. 2H₂O and formation of ion pairs in the system Ca(OH)₂- H₃PO₄ – H₂O at 37.5 °C. J. Res. Nat. Stand. Sec. 70A, 545–552. doi: 10.6028/jres.070A.047

PubMed Abstract | CrossRef Full Text | Google Scholar

Mullin, J. W. (2001). Crystallization, 4th Edition. Oxford: Butterworth-Heinemann.

Google Scholar

Myerson, A. S., Erdemir, D., and Lee, A. Y. (2019). Handbook of Industrial Crystallization. Cambridge: Cambridge University Press.

Google Scholar

Nel, A. E., Madler, L., Velegol, D., Xia, T., Hoek, E. M. V., Somasundaran, P., et al. (2009). Understanding biophysicochemical interactions at the nano-bio interface. Nat. Mater. 8, 543–557. doi: 10.1038/nmat2442

PubMed Abstract | CrossRef Full Text | Google Scholar

Niskanen, L., Siitonen, O., Suhonen, M., and Uusitupa, M. I. (1994). Medial artery calcification predicts cardiovascular mortality in patients with NIDDM. Diabetes Care 17, 1252–1256. doi: 10.2337/diacare.17.11.1252

PubMed Abstract | CrossRef Full Text | Google Scholar

Niu, L. N., Jee, S. E., Jiao, K., Tonggu, L., Li, M., Wang, L., et al. (2017). Collagen intrafibrillar mineralization as a result of the balance between osmotic equilibrium and electroneutrality. Nat. Mat. 16, 370–378. doi: 10.1038/nmat4789

PubMed Abstract | CrossRef Full Text | Google Scholar

Oddoze, C., Lombard, E., and Portugal, H. (2012). Stability study of 81 analytes in human whole blood, in serum and in plasma. Clin. Biochem. 45, 464–469. doi: 10.1016/j.clinbiochem.2012.01.012

PubMed Abstract | CrossRef Full Text | Google Scholar

Onuma, K. (2005). Effect of phosvitin on the nucleation and growth of calcium phosphates in physiological solutions. J. Phys. Chem. B 109, 8257–8262. doi: 10.1021/jp044550l

PubMed Abstract | CrossRef Full Text | Google Scholar

Orrenius, S., Kaminskyy, V. O., and Zhivotovsky, B. (2013). Autophagy in toxicology: cause or consequence? Annu. Rev. Pharmacol. Toxicol. 53, 275–297. doi: 10.1146/annurev-pharmtox-011112-140210

PubMed Abstract | CrossRef Full Text | Google Scholar

Paccou, J., Brazier, M., Mentaverri, R., Kamel, S., Fardellone, P., and Massy, Z. A. (2012). Vascular calcification in rheumatoid arthritis: prevalence, pathophysiological aspects and potential targets. Atherosclerosis 224, 283–290.

Google Scholar

Pai, A., Leaf, E. M., El-Abbadi, M., and Giachelli, C. M. (2011). Elastin degradation and vascular smooth muscle cell phenotype change precede cell loss and arterial medial calcification in a uremic mouse model of chronic kidney disease. Am. J. Pathol. 178, 764–773. doi: 10.1016/j.ajpath.2010.10.006

PubMed Abstract | CrossRef Full Text | Google Scholar

Pang, X., Lin, L., and Tang, B. (2017). Unraveling the role of calcium ions in the mechanical properties of individual collagen fibrils. Sci. Rep. 7:46042. doi: 10.1038/srep46042

PubMed Abstract | CrossRef Full Text | Google Scholar

Peacock, M. (2021). Phosphate metabolism in health and disease. Calcif. Tissue Int. 108, 3–15. doi: 10.1007/s00223-020-00686-3

PubMed Abstract | CrossRef Full Text | Google Scholar

Pedersen, S. F. (2006). The Na⁺/H⁺ exchanger NHE1 in stress-induced signal transduction: implications for cell proliferation and cell death. Pflugers Arch. 452, 249–259. doi: 10.1007/s00424-006-0044-y

PubMed Abstract | CrossRef Full Text | Google Scholar

Perelló, J., Gómez, M., Ferrer, M. D., Rodríguez, N. Y., Salcedo, C., Buades, J. M., et al. (2018). SNF472, a novel inhibitor of vascular calcification, could be administered during hemodialysis to attain potentially therapeutic phytate levels. J. Nephrol. 31, 287–296. doi: 10.1007/s40620-018-0471-9

PubMed Abstract | CrossRef Full Text | Google Scholar

Pescatore, L. A., Gamarra, L. F., and Liberman, M. (2019). Multifaceted mechanisms of vascular calcification in aging. Arterioscler. Thromb. Vasc. Biol. 39, 1307–1316. doi: 10.1161/ATVBAHA.118.311576

PubMed Abstract | CrossRef Full Text | Google Scholar

Poterucha, T. J., and Goldhaber, S. Z. (2016). Warfarin and vascular calcification. Am. J. Med. 129, 635.e1–4. doi: 10.1016/j.amjmed.2015.11.032

PubMed Abstract | CrossRef Full Text | Google Scholar

Proudfoot, D., Skepper, J. N., Hegyi, L., Bennett, M. R., Shanahan, C. M., and Weissberg, P. L. (2000). Apoptosis regulates human vascular calcification in vitro: evidence for initiation of vascular calcification by apoptotic bodies. Circ. Res. 87, 1055–1062. doi: 10.1161/01.res.87.11.1055

CrossRef Full Text | Google Scholar

Reid, F., Lobo, D. N., Williams, R. N., Rowlands, B. J., and Allison, S. P. (2003). (Ab)normal saline and physiological Hartmann’s solution: a randomized double-blind crossover study. Clin. Sci. 104, 17–24.

Google Scholar

Reznikov, N., Steele, J. A. M., Fratzl, P., and Stevens, M. M. (2016). A materials science vision of extracellular matrix mineralization. Nat. Rev. Mater. 1, 1–14. doi: 10.1038/natrevmats.2016.41

CrossRef Full Text | Google Scholar

Rogers, M. A., and Aikawa, E. (2019). Cardiovascular calcification: artificial intelligence and big data accelerate mechanistic discovery. Nat. Rev. Cardiol. 16, 261–274. doi: 10.1038/s41569-018-0123-8

PubMed Abstract | CrossRef Full Text | Google Scholar

Ruderman, I., Holt, S. G., Hewitson, T. D., Smith, E. R., and Toussaint, N. D. (2018). Current and potential therapeutic strategies for the management of vascular calcification in patients with chronic kidney disease including those on dialysis. Semin. Dial. 31, 487–499. doi: 10.1111/sdi.12710

PubMed Abstract | CrossRef Full Text | Google Scholar

Rufenacht, H. S., and Fleisch, H. (1984). Measurement of inhibitors of calcium phosphate precipitation in plasma ultrafiltrate. Am. J. Physiol. Renal. Physiol. 246, F648–F655. doi: 10.1152/ajprenal.1984.246

CrossRef Full Text | Google Scholar

Rutkovskiy, A., Lund, M., Siamansour, T. S., Reine, T. M., Kolset, S. O., Sand, K. L., et al. (2019). A mechanical stress alters the expression of calcification-related genes in vascular interstitial and endothelial cells. Interact. Cardiovasc. Thorac. Surg. 28, 803–811. doi: 10.1093/icvts/ivy339

PubMed Abstract | CrossRef Full Text | Google Scholar

Rutsch, F., Ruf, N., Vaingankar, S., Toliat, M. R., Suk, A., Höhne, W., et al. (2003). Mutations in ENPP1 are associated with ‘idiopathic’ infantile arterial calcification. Nat. Genet. 34, 379–381. doi: 10.1038/ng1221

PubMed Abstract | CrossRef Full Text | Google Scholar

Sage, A. P., Tintut, Y., and Demer, L. L. (2010). Regulatory mechanisms in vascular calcification. Nat. Rev. Cardiol. 7, 528–536. doi: 10.1038/nrcardio.2010.115

PubMed Abstract | CrossRef Full Text | Google Scholar

Sarem, M., Luüdeke, S., Thomann, R., Salavei, P., Zou, Z., Habraken, W., et al. (2017). Disordered conformation with low Pii Helix in phosphoproteins orchestrates biomimetic apatite formation. Adv. Mater. 29:1701629. doi: 10.1002/adma.201701629

PubMed Abstract | CrossRef Full Text | Google Scholar

Schantl, A. E., Ivarsson, M. E., and Leroux, J. C. (2019). Investigational pharmacological treatments for vascular calcifications. Adv. Therap. 2:1800094. doi: 10.1002/adtp.201800094

CrossRef Full Text | Google Scholar

Schoen, F., Kambic, H., Kim, K. M., Anderson, H. C., and Levy, J. (1988). Biomaterials-associated calcification: pathology, mechanisms, and strategies for prevention. J. Biomed. Mater. Res. 22, 11–36. doi: 10.1016/B978-0-12-816137-1.00065-9

CrossRef Full Text | Google Scholar

Seethapathy, H., and Noureddine, L. (2019). Calciphylaxis: approach to diagnosis and management. Adv. Chronic Kidney Dis. 26, 484–490. doi: 10.1053/j.ackd.2019.09.005

PubMed Abstract | CrossRef Full Text | Google Scholar

Shao, C., Zhao, R., Jiang, S., Yao, S., Wu, Z., Jin, B., et al. (2018). Citrate improves collagen mineralization via interface wetting: a physicochemical understanding of biomineralization control. Adv. Mater. 30:1704876. doi: 10.1002/adma.201704876

PubMed Abstract | CrossRef Full Text | Google Scholar

Shea, M. K., and Booth, S. L. (2019). Vitamin k, vascular calcification, and chronic kidney disease: current evidence and unanswered questions. Curr. Dev. Nutr. 3:nzz077. doi: 10.1093/cdn/nzz077

PubMed Abstract | CrossRef Full Text | Google Scholar

Shi, X., Zhao, C., Xu, L., and Wang, Q. (2017). Preparation of dicalcium phosphate anhydrous (monetite) biological coating on titanium by spray-drying method. Adv. Mater. Sci. Eng. 2017:8281523. doi: 10.1155/2017/8281523

CrossRef Full Text | Google Scholar

Shroff, R. C., McNair, R., Figg, N., Skepper, J. N., Schurgers, L., Gupta, A., et al. (2008). Dialysis accelerates medial vascular calcification in part by triggering smooth muscle cell apoptosis. Circulation 118, 1748–1757. doi: 10.1161/CIRCULATIONAHA.108.783738

PubMed Abstract | CrossRef Full Text | Google Scholar

Smeetsa, J. M., Finney, A. R., Habraken, W. J. E. M., Nudelman, F., Friedrich, H., Laven, J., et al. (2017). A classical view on nonclassical nucleation. Proc. Natl. Acad. Sci. U.S.A. 114, E7882–E7890. doi: 10.1073/pnas.1700342114

PubMed Abstract | CrossRef Full Text | Google Scholar

St Hilaire, C., Ziegler, S. G., Markello, T. C., Brusco, A., Groden, C., Gill, F., et al. (2011). NT5E mutations and arterial calcifications. N. Engl. J. Med. 364, 432–442. doi: 10.1056/NEJMoa0912923

PubMed Abstract | CrossRef Full Text | Google Scholar

Stabley, J. N., and Towler, D. A. (2017). Arterial calcification in diabetes mellitus: preclinical models and translational implications. Arterioscler. Thromb. Vasc. Biol. 37, 205–217. doi: 10.1161/ATVBAHA.116.306258

PubMed Abstract | CrossRef Full Text | Google Scholar

Stock, C., Gassner, B., Hauck, C. R., Arnold, H., Mally, S., Eble, J. A., et al. (2005). Migration of human melanoma cells depends on extracellular pH and Na+/H+ exchange. J. Physiol. 567, 225–238. doi: 10.1113/jphysiol.2005.088344

PubMed Abstract | CrossRef Full Text | Google Scholar

Stranski, I. N. (1928). Zur theorie des kristallwachstums. Z. Phys. Chem. 136, 259–278.

Google Scholar

Strates, B. S., Neuman, W. F., and Levinskas, G. J. (1957). The solubility of bone mineral. II. precipitation of near-neutral solutions of calcium and phosphate. J. Phys. Chem. 61, 279–282. doi: 10.1021/j150549a005

CrossRef Full Text | Google Scholar

Tamimi, F., Sheikh, Z., and Barralet, J. (2012). Dicalcium phosphate cements: brushite and monetite. Acta Biomater. 8, 474–487. doi: 10.1016/j.actbio.2011.08.005

PubMed Abstract | CrossRef Full Text | Google Scholar

Ter Braake, A. D., Tinnemans, P. T., Shanahan, C. M., Hoenderop, J. G. J., and de Baaij, J. H. F. (2018). Magnesium prevents vascular calcification in vitro by inhibition of hydroxyapatite crystal formation. Sci. Rep. 8:2069. doi: 10.1038/s41598-018-20241-3

PubMed Abstract | CrossRef Full Text | Google Scholar

Terai, K., Nara, H., Takakura, K., Mizukami, K., Sanagi, M., Fukushima, S., et al. (2009). Vascular calcification and secondary hyperparathyroidism of severe chronic kidney disease and its relation to serum phosphate and calcium levels. Br. J. Pharmacol. 156, 1267–1278. doi: 10.1111/j.1476-5381.2008.00108.x

PubMed Abstract | CrossRef Full Text | Google Scholar

Thomas, W. C., and Tilden, M. T. (1972). Inhibition of mineralization by hydrolysates of phytic acid. Johns Hopkins Med. J. 131, 133–142.

Google Scholar

Towler, D. A. (2005). Inorganic pyrophosphate. a paracrine regulator of vascular calcification and smooth muscle phenotype. Arterioscler. Thromb. Vasc. Biol. 25, 651–654. doi: 10.1161/01.ATV.0000158943.79580.9d

CrossRef Full Text | Google Scholar

Tsuboi, Y., Ohtomo, S., Ichida, Y., Hagita, H., Ozawa, K., Iida, M., et al. (2020). EOS789, a novel pan-phosphate transporter inhibitor, is effective for the treatment of chronic kidney disease-mineral bone disorder. Kidney Int. 98, 343–354.

Google Scholar

Tung, M. S., Eidelman, N., Sieck, B., and Brown, W. E. (1988). Octacalcium phosphate solubility product from 4 to 37oC. J. Res. Nat. Stand. 93, 613–624.

Google Scholar

Tyson, T., Bundy, K., Roach, C., Douglas, H., Ventura, V., Segars, M. F., et al. (2020). Mechanisms of the osteogenic switch of smooth muscle cells in vascular calcification: WNT signaling, BMPs, mechanotransduction, and EndMT. Bioengineering 7:88. doi: 10.3390/bioengineering7030088

PubMed Abstract | CrossRef Full Text | Google Scholar

Urry, D. W. (1971). Neutral sites for calcium ion binding to elastin and collagen: a charge neutralization theory for calcification and its relationship to atherosclerosis. Proc. Nat. Acad. Sci. U.S.A. 68, 810–814.

Google Scholar

Vallence, C. (2017). An Introduction to Chemical Kinetics. IOP Concise Physics. San Rafael, CA: Morgan & Claypool Publishers.

Google Scholar

van der Voort, E., and Hartman, P. P. (1991). The habit of gipsum and solvent interaction. J. Cryst. Growth 112, 445–450. doi: 10.1016/0022-0248(91)90321-U

CrossRef Full Text | Google Scholar

Vecstaudza, J., Gasik, M., and Locs, J. (2019). Amorphous calcium phosphate materials: formation, structure and thermal behaviour. J. Eur. Ceram. Soc. 39, 1642–1649. doi: 10.1016/j.jeurceramsoc.2018.11.003

CrossRef Full Text | Google Scholar

Vega, C. A., Romero, M., and Bates, R. G. (1994). First and second dissociation constants of phosphoric acid in 1 and 3 m sodium chloride solutions from 268.15 to 318.15 K. J. Chem. Eng. Data 39, 294–297. doi: 10.1021/je00014a022

CrossRef Full Text | Google Scholar

Veis, A. (2005). A window on biomineralization. Science 307, 1419–1420. doi: 10.1126/science.1109440

PubMed Abstract | CrossRef Full Text | Google Scholar

Villa-Bellosta, R., Millan, A., and Sorribas, V. (2011). Role of calcium-phosphate deposition in vascular smooth muscle cell calcification. Am. J. Physiol. Cell Physiol. 300, C210–C220. doi: 10.1152/ajpcell.00229.2010

PubMed Abstract | CrossRef Full Text | Google Scholar

Villa-Bellosta, R., and Sorribas, V. (2009). Phosphonoformic acid prevents vascular smooth muscle cell calcification by inhibiting calcium-phosphate deposition. Arterioscler. Thromb. Vasc. Biol. 29, 761–766. doi: 10.1161/ATVBAHA.108.183384

PubMed Abstract | CrossRef Full Text | Google Scholar

Virchow, R. (1858). Cellular Pathologie in Ihrer Begründung Auf Physiologische Und Pathologische Lehre. Berlin: Hirschwald, 325.

Google Scholar

Vlachopoulos, C., Aznaouridis, K., and Stefanadis, C. (2010). Prediction of cardiovascular events and all-cause mortality with arterial stiffness: a systematic review and meta-analysis. J. Am. Coll. Cardiol. 55, 1318–1327. doi: 10.1016/j.jacc.2009.10.061

PubMed Abstract | CrossRef Full Text | Google Scholar

Vlachopoulos, C., Xaplanteris, P., Aboyans, V., Brodmann, M., Cífková, R., Cosentino, F., et al. (2015). The role of vascular biomarkers for primary and secondary prevention. a position paper from the European society of cardiology working group on peripheral circulation: endorsed by the association for research into arterial structure and physiology (ARTERY) society. Atherosclerosis 241, 507–532. doi: 10.1016/j.atherosclerosis.2015.05.007

PubMed Abstract | CrossRef Full Text | Google Scholar

Voelkl, J., Lang, F., Eckardt, K. U., Amann, K., Kuro, O. M., Pasch, A., et al. (2019). Signaling pathways involved in vascular smooth muscle cell calcification during. hyperphosphatemia. Cell. Mol. Life Sci. 76, 2077–2091. doi: 10.1007/s00018-019-03054-z

PubMed Abstract | CrossRef Full Text | Google Scholar

Wang, C., Li, Y., Shi, L., Ren, J., Patti, M., Wang, T., et al. (2012). Mutations in SLC20A2 link familial idiopathic basal ganglia calcification with phosphate homeostasis. Nat. Genet. 44, 254–256. doi: 10.1038/ng.1077

PubMed Abstract | CrossRef Full Text | Google Scholar

Wang, J., Zhou, J. J., Robertson, G. R., and Lee, V. W. (2018). Vitamin D in Vascular calcification: a double-edged sword? Nutrients 10:652. doi: 10.3390/nu10050652

PubMed Abstract | CrossRef Full Text | Google Scholar

Wanga, S., Hibender, S., Ridwan, Y., van Roomen, C., Vos, M., van der Madeet, I., et al. (2017). Aortic microcalcification is associated with elastin fragmentation in Marfan syndrome. J. Pathol. 243, 294–306. doi: 10.1002/path.4949

PubMed Abstract | CrossRef Full Text | Google Scholar

Wuthier, R. E., and Lipscomb, G. F. (2011). Matrix vesicles: structure, composition, formation and function in calcification. Front. Biosci. 16:2812–2902. doi: 10.2741/3887

PubMed Abstract | CrossRef Full Text | Google Scholar

Yang, X., Wang, M., Yang, Y., Cui, B., Xu, Z., and Yang, X. (2019). Physical origin underlying the prenucleation-cluster-mediated nonclassical nucleation pathways for calcium phosphate. Phys. Chem. Chem. Phys. 21, 14530–14540. doi: 10.1039/c9cp00919a

PubMed Abstract | CrossRef Full Text | Google Scholar

Yuan, L., Wang, M., Liu, T., Lei, Y., Miao, Q., Li, Q., et al. (2019). Carbonic anhydrase 1-mediated calcification is associated with atherosclerosis, and methazolamide alleviates its pathogenesis. Front. Pharmacol. 10:766. doi: 10.3389/fphar.2019.00766

PubMed Abstract | CrossRef Full Text | Google Scholar

Zavitsas, A. A. (2005). Aqueous solutions of calcium ions: hydration numbers and the effect of temperature. J. Phys. Chem. B 109, 20636–20640. doi: 10.1021/jp053909i

PubMed Abstract | CrossRef Full Text | Google Scholar

Zhai, H., Wang, L., and Putnis, C. V. (2019). Inhibition of spiral growth and dissolution at the brushite (010) interface by chondroitin 4-sulfate. J. Phys. Chem. B 123, 845–851. doi: 10.1021/acs.jpcb.8b11531

PubMed Abstract | CrossRef Full Text | Google Scholar

Zhang, Q., Jiang, Y., Di Gou, B., Huang, J., Gao, Y. X., Zhao, J. T., et al. (2015). In situ detection of calcium phosphate clusters in solution and wet amorphous phase by Synchrotron X-ray absorption near-edge spectroscopy at calcium K-edge. Cryst. Growth Des. 15, 2204–2210. doi: 10.1021/cg5018505

CrossRef Full Text | Google Scholar

Zhao, W., Wang, Z., Xu, Z., and Saha, N. (2018). Osteocalcin facilitates calcium phosphate ion complex growth as revealed by free energy calculation. Phys. Chem. Chem. Phys. 20, 13047–13056. doi: 10.1039/c8cp01105b

PubMed Abstract | CrossRef Full Text | Google Scholar