Abstract
Abstract
Excessive activities of cysteinyl cathepsins (CysCts) contribute to the progress of many diseases; however, therapeutic inhibition has been problematic. Zn2+ is a natural inhibitor of proteases with CysHis dyads or CysHis(Xaa) triads. Biguanide forms bidentate metal complexes through the two imino nitrogens. Here, it is discussed that phenformin (phenylethyl biguanide) is a model for recruitment of endogenous Zn2+ to inhibit CysHis/CysHis(X) peptidolysis. Phenformin is a Zn2+-interactive, anti-proteolytic agent in bioassay of living tissue. Benzoyl-l-arginine amide (BAA) is a classical substrate of papain-like proteases; the amide bond is scissile. In this review, the structures of BAA and the phenformin-Zn2+ complex were compared in silico. Their chemistry and dimensions are discussed in light of the active sites of papain-like proteases. The phenyl moieties of both structures bind to the “S2” substrate-binding site that is typical of many proteases. When the phenyl moiety of BAA binds to S2, then the scissile amide bond is directed to the position of the thiolate-imidazolium ion pair, and is then hydrolyzed. However, when the phenyl moiety of phenformin binds to S2, then the coordinated Zn2+ is directed to the identical position; and catalysis is inhibited. Phenformin stabilizes a “Zn2+ sandwich” between the drug and protease active site. Hundreds of biguanide derivatives have been synthesized at the 1 and 5 nitrogen positions; many more are conceivable. Various substituent moieties can register with various arrays of substrate-binding sites so as to align coordinated Zn2+ with catalytic partners of diverse proteases. Biguanide is identified here as a modifiable pharmacophore for synthesis of therapeutic CysCt inhibitors with a wide range of potencies and specificities.
Graphical abstract
Phenformin-Zn2+ Complex
Keywords: Cysteinyl proteases, Cysteinyl protease inhibitors, Zn2+, Biguanide pharmacophore, Benzoyl arginine amide substrate
Introduction: pharmacological recruitment of endogenous Zn2+ to decrease the reaction rates of cathepsins with CysHis dyads and CysHis(X) triads
The human genome encodes 11 cysteinyl cathepsins (CysCts) and multiple peptide inhibitors (Turk et al. 2012). CysCts serve general housekeeping functions in all cell types, and specialized roles in differentiated cells. Most have broad substrate acceptance and partially redundant functions. The early view was that cathepsins act only within the catabolic vacuole. However, it is now known that some CysCts can function in the extra-lysosomal and extracellular spaces until inactivated by oxidation or Nature’s inhibitors. Moreover, intra-vacuolar reaction rates can vary markedly in response to endogenous reaction conditions.
Despite mammalian complexity, deletion of the gene for an enzyme can be compared to “whole-body” inhibition of that enzyme. Various disease models have been compared in wild-type mice and those with deletions of genes for one or more CysCts (see below section). Deletions of various CysCt genes can decrease the progress of diverse pathogenic processes. Conversely, loss of endogenous protease inhibitors can increase these pathogenic processes. Optimal health and longevity require an unexplained balance between CysCt activities vs. Nature’s anti-proteolytic agents. Pharmacological opposition of one or more CysCt activity(s) might have great therapeutic benefits (Kramer et al. 2017).
Hydrolases referred to as “cysteinyl” proteases have catalytic dyads consisting of CysHis or triads of CysHis(X), where X is one of several amino acids, e.g. asparagine. Site-directed mutagenesis reveals that the essential catalytic partners are CysHis. The third amino acid of triads can be replaced with a non-catalytic amino acid without loss of activity; although this changes reaction kinetics (e.g. Vernet et al. 1995; Oh and Carringtion 1989). The mechanistic role of the third amino acid in triads is uncertain.
Over a century of investigations, biochemists have standardized CysHis/CysHis(X) protease assays with a reaction buffer consisting of metal chelator, sulfhydryl reducing agent and optimal pH. Standard assay conditions can buffer a constant maximal reaction rate. However, Nature varies the in vivo reactions of CysCts over a wide range by changing the composition of their endogenous reaction buffer. Machinery regulating metals, redox and protons at the cellular and compartmental levels has been identified. Metals, redox and protons are now recognized as simultaneous variables that modulate the endogenous CysHis/CysHis(X) reaction mechanism (Lockwood 2013).
An exploitable feature of CysCts has been overlooked. All proteases with the CysHis/CysHis(X) catalytic partners share something in common: Zn2+ is a natural inhibitory modulator of their reaction mechanism. Zn2+ forms multi-dentate associations with the thiolate anion of cysteine neighboring the imidazole ring of histidine in many Zn2+ finger proteins, e.g. Cys2 -Zn2+-His2 (Kochanczyk et al. 2015; Kluska et al. 2018). The coordination properties of Zn2+ with Cys-His are flexible; various stoichiometries and stabilities are found: Cysn–Zn2+–Hisn. The bidentate interaction of Zn2+ with 1 Cys(thiolate) neighboring 1 His(imidazole) in catalytic sites is emerging as a major component of Nature’s reaction buffer. Recent evidence suggests that cell Zn2+ homeostasis is interactive with multiple pathways of cell protein degradation (see below section).
Most of the cell content of CysCts consists of inactive zymogens. Excessive ongoing proteolysis can lead to decompensated activation of pro-proteases, positive feedback, and necroptosis or apoptosis (see below section). Lesser excesses of intracellular or extracellular activities can be gradually injurious over many years. For some uses, complete inhibition of one or more CysCts might be required, e.g. inhibition of viral or parasite proteases. Importantly, excessive inhibition of various proteolytic pathways can be pathogenic under prolonged administration (Lu et al. 2016; Ketterer et al. 2017). Neuropathic accumulation of denatured proteins is a particular concern. For most purposes, safe inhibition implies a decline from excessive activity toward restoration of non-injurious “normal” activity.
If a drug could safely increase the anti-proteolytic effect of endogenous Zn2+, this might lower the excessive reaction rates of some or all CysCts. Biguanide (guanylguanidine) (Fig. 1) forms complexes with Zn2+ and other metal cations (Figs. 2, 4, 5). Certain biguanide derivatives have been found to be Zn2+-interactive inhibitors of protease reactions in enzyme assay and much of cell protein degradation in a perfused tissue bioassay (Sweeney et al. 2003; Lockwood 2010).
In silico chemistry now permits precise comparison of small molecules. Phenformin is a derivative of biguanide (1-phenylethyl biguanide, Figs. 1, 2, 3). Benzoyl-l-arginine amide (BAA) is a well-known artificial substrate of diverse proteases. Comparison of the active site of papain-like proteases with the structures of BAA and the phenformin-Zn2+ complex explains why one is a substrate for proteases; and the other is an inhibitor. The Zn2+ complex of phenformin is a prototype for design or discovery of other anti-proteolytic biguanide derivatives with a wide range of specificities and potencies.
Present analysis involves two interactions of the protease active site with metal complexes of biguanide derivatives: (a) the interaction of CysHis/CysHis(X) catalytic partners with the coordinated metal cation and (b) the interaction of substrate-binding sites with derivative moieties of the biguanide pharmacophore (schematized in Figs. 5, 6).
Much evidence suggests therapeutic benefits of cysteinyl cathepsin inhibition: a review of reviews
Excessive function of one or more CysCts, or insufficiency of one or more endogenous inhibitors can contribute to multiple diseases and perhaps “normal” ageing. In addition to intra-cellular injury, degradation of the extracellular matrix by CysCts can damage organ systems ranging from bone to vasculature (Korenč et al. 2015; Vizovišek et al. 2018). Moreover, CysCts such as cathepin C can act as intracellular convertases, activating co-compartmentalized zymogens of serine proteases that are released from inflammatory cells (see below section). Fortunately, excellent reviews survey recent progress; and repetition here is unnecessary. An incomplete sampling includes: (Reiser et al. 2010; Garsen et al. 2016; Ganesan 2017; Kramer et al. 2017; Taggart et al. 2017; Liu et al. 2018a; Korkmaz et al. 2018 and Lowry and Klegeris 2018).
A large body of literature implicates individual CysCts, groups of CysCts, or all CysCts in various neoplasias. However, their complex roles can lead to opposing effects on growth and metastasis (Anja et al. 2018; Pogorzelska et al. 2018). Much work remains to be done in the use of CysCt inhibitors against neoplasia.
Viruses, bacteria, fungi and parasites produce cysteinyl cathepsins with a variety of functions, thereby suggesting another potential use of inhibitors (e.g. Lindner et al. 2005; Sijwali and Rosenthal 2016; Verma et al. 2016; Agbowuro et al. 2018; Caffrey et al. 2018; McKerrow 2018). Host cell CysCts are also involved in the infectivity of some important viruses e.g. Ebola (Schornberg et al. 2006; Brix 2018).
Cysteinyl cathepsin inhibitors can have “polytherapeutic” actions against low-grade inflammation combined with autoimmunity. The combination of low-grade inflammation and autoimmunity contributes to diverse age-related diseases of separate causes. Multiple CysCts in various cell types underlie several processes required for autoimmunity and inflammation, e.g. lysosomal antigen processing, cytokine response, activation of serine protease zymogens, extracellular degradation, etc. Among many fine studies, a few milestones stand out for their clarity on the requirements of CysCts in inflammation e.g. (Guicciardi et al. 2001) and autoimmunity e.g. (Hsing et al. 2010).
It has been reviewed that mammalian inflammation and autoimmunity are increased by Zn2+ deficiency or dysregulation (Bonaventura et al. 2015; Gammoh and Rink 2017; Maywald et al. 2017; Wessels et al. 2017). A relationship between (a) Zn2+ dysregulation in various cell types and compartments, (b) excessive activity of one or more CysCts, and (c) elevated inflammatory/autoimmune processes seems likely. Such a relationship provides multiple points of therapeutic intervention.
Pharmacological recruitment of endogenous Zn2+ to intervene in Cys-His catalysis
Nature buffers the intracellular activities of CysHis/CysHis(X) cathepsins at submaximal rates by regulating components of their catalytic environment. Positive and negative controls can be superimposed upon the buffered reaction. Redox regulation and metal regulation are virtually inseparable in the buffering of CysHis/CysHis(X) peptidolysis; and pH regulation can influence both. Many redox interactions can influence the status of protease sulfur, e.g. GSSG/GSH ratio or oxygenations (Lockwood 2002). A dedicated lysosomal reductase maintains reduction of disulfide bonds and activates CysHis/CysHis(X) cathepsins (see Rybicka et al. 2010; Balce et al. 2014; Allan and Yates 2015; Ewanchuk and Yates 2018). In addition to metal and redox regulation, the vacuolar proton pump (V-ATPase) is a major influence on the reaction rates of lysosomal CysCts, and the activation of pro-protease zymogens. Hypoxic acidified tissue promotes increased CysCt reaction rates. The relationship between V-ATPase action and lysosomal degradation is well known and omitted here (Xu and Ren 2015). Zn2+ can preemptively decrease the CysHis/CysHis(X) peptidolytic mechanism under otherwise optimal reaction conditions.
The CysHis peptidolytic mechanism responds to the range of endogenous cell Zn2+regulation. Intracellular Zn2+ is 98% sequestered by protein binding. The biological concentration of truly “free” Zn2+ is very low, but not known with certainty (reviewed and discussed in Thompson and Fierke 2017). The concentration of free or aquo Zn2+, (i.e. with six hydrogen-bonded water molecules), has been suggested to be in the range of 1–100 picomolar. However, 1-3 micromolar cytoplasmic Zn2+ is neither free nor completely sequestered. Investigators have used various terms to refer to this intermediate form of Zn2+, e.g. “mobile”, “active”, “loosely buffered”, “exchangeable”, “chelatable” etc. These many forms of Zn2+ can be collectively referred to as “interactive” Zn2+. This Zn2+ exists in a dynamic exchange among myriad biomolecules with diverse Zn2+ affinities, e.g. citrate, phosphate, certain amino acids, peptides, and many more. Since Zn2+ has six ligand-binding sites (Cauët et al. 2010), occupancy of two or four sites, does not eliminate binding to a second ligand. Zn2+ interactions with various molecular structures and reactions need not be mediated exclusively by aquo Zn2+. In any case, pharmacological recruitment of endogenous Zn2+ to inhibit proteases does not require precise knowledge of the biological concentration of aquo Zn2+.
Long ago we studied the rate of bulk intracellular protein degradation in a viable perfused tissue bioassay, i.e. minute-to-minute release of incorporated 3H-leucine from cell proteins. Endogenous extracellular Zn2+ buffers were present in the perfusate. Much of tissue protein degradation was gradually inhibited by slight elevation of the extracellular Zn2+ concentration without injury (Sweeney et al. 2003; Lockwood 2010). In contrast, approximately 25% of bulk cell protein degradation was uninhibited by supra-physiological Zn2+ exposure indefinitely. We suggested that cell Zn2+ regulation and much of bulk protein degradation are inter-related. Subsequent evidence from many other groups is now supportive (see below section). Importantly, the lysosomal vacuole is a major participant in cell Zn2+ regulation as well as protein degradation.
The unique interaction of Zn2+ with the Cys(thiolate)-His(imidazole) catalytic partners is influenced by additional variables. CysHis/CysHis(X) peptidolysis can be inactivated by oxidation of protease sulfhydryl to diverse products (e.g. –SO, –SO2, –SO3, –S–S– etc.). Histidine can oxidize to 2-oxohistidine; however, the significance is uncertain. Many of the variables that interact with CysHis catalytic partners also interact with each other, independent of the protease. For example, glutathione interacts with CysHis proteolysis in several ways. The reducing action of GSH maintains reductive activation of protease sulfur. Oxidized GSSG inhibits cysteinyl proteases, thereby imparting sulfhydryl/disulfide redox buffering of the reaction (Lockwood 2002, Gong et al. 2018). In addition, the Zn2+-binding property of GSH also influences the “free” Zn2+ intensity (Helbig et al. 2008; Steiger et al. 2017).
Growing evidence suggests that cell Zn2+ homeostasis influences diverse pathways of cell protein degradation and vice versa
Zn2+-mediated anti-proteolytic mechanisms exist beyond the catalytic reaction. Cell Zn2+ regulation has emerged as a modifier of diverse proteolytic processes. Functional classes of cysteinyl proteases include lysosomal proteases, calpains, caspases, and de-ubiquitinases. Interestingly, a ribosomal protein has unexplained cysteinyl protease activity of unknown function(s) (Sudhamalla et al. 2012). Zn2+ was found to be a particularly strong inhibitor of several caspases (e.g. Perry et al. 1997). Subsequently, it was discovered that Zn2+ inhibition of multiple caspases is mediated by Zn2+-binding allosteric exosites that are remote from their catalytic mechanisms (Eron et al. 2018). Certain viral proteases also have Zn2+ -binding exosites (reviewed in Parvez and Khan 2014). Calpain is inhibited by Zn2+ and activated by Zn2+ deficiency (Nakajima et al. 2014; Miyoshi et al. 2016). Zn2+ is known to interact with the E–F hand structure that is found on calpains and certain papain-like viral proteases. Although the 20S proteasome is a serine protease, it has been reported to have a Zn2+-binding site of high affinity; this binding site is presumably separate from the catalytic mechanism (Chouduri et al. 2008). Zn2+ reportedly induces inhibitory dissociation of the drosophila proteasome subunits (Kiss et al. 2005). Interestingly, most carboxyl proteases are largely uninhibited by the interactive cell Zn2+ intensity; and metallo-proteases require Zn2+ for activity.
Zn2+ is part of the regulation of lysosomal function; conversely lysosomes are a major part of cell Zn2+homeostasis. Cell Zn2+ regulation includes ion channels, ATP-dependent metal transporters, proton-driven co-transporters, organic cation transporters (OCTs) and multidrug and toxicant transporters (MATEs) (reviewed in Hara et al. 2017; Fukada and Kambe 2018; Mikhaylina et al. 2018). Lysosomes have opposing Zn2+ import and export systems. Vacuolar Zn2+ transport serves at least three functions. (a) Lysosomes of some species can serve as Zn2+ storage depots for use in times of Zn2+ insufficiency (Roh et al. 2012). (b) Lysosomal Zn2+ regulation can influence lysosomal proteolytic function (Sweeney et al. 2003; Lockwood 2010). (c) Lysosomal uptake, sequestration and exocytosis of metals can defend the cytoplasm against metal overloading (Blaby-Haas and Merchant 2014; Kukic et al. 2014; Sharma et al. 2016a).
Protein turnover can release protein-bound Zn2+ during nutritional deficiency. Nutritional availability of Zn2+ can limit the growth and metabolism of prokaryotes and humans. Since 98% of cell Zn2+ is sequestered within proteins, bulk protein degradation provides a large Zn2+ reservoir that can be released by increasing turnover. Zn2+ deficiency induces autophagy and releases sequestered Zn2+ from degraded cell proteins as investigated in yeast and plants. This restores interactive cell Zn2+ levels and promotes survival under Zn2+ deficiency as reported in several recent studies (Eguchi et al. 2017; Ding and Zhong 2017; Horie et al. 2017; Kawamata et al. 2017; Nakatogawa 2018). In theory, release of Zn2+ from degraded proteins can provide a self-limiting inhibitory effect or “brake” on the rate of Zn2+-sensitive protein turnover. In the future, Zn2+-interactive inhibitors of the CysHis catalytic mechanism might be combined with agents acting at separate sites on the same protease, or other sites of lysosomal and cellular Zn2+ regulation.
Biguanide and biguanide derivatives form coordination complexes with Zn2+ and most other metal cations
Guanidine is a Zn2+-binding ligand at neutral pH (Aoki et al. 2002). Biguanide is a bidentate metal ligand with much greater affinity for Zn2+ than guanidine. The lone electron pairs of the two imino nitrogens attract diverse metal cations, although affinities vary markedly (Prugnard and Noel 1996). Figure 4 illustrates the transfer of electron density from the bidentate biguanide ligand to the Zn2+ cation. Experimental evidence is consistent with this structure under pharmacological concentrations and conditions. With some metals, di-biguanide complexes can form with a central metal, i.e. 2 biguanides: 1 central metal. This depends upon the characteristics of the particular metal, and the concentrations or concentration ratios of ligand and metal.
The biguanide-Zn2+ formation constant (1/Kd) is not precisely known; however, it is probably near 10 or 11 (i.e. Kd = 10−11). EDTA completely reverses the inhibitory action of Zn2+ and Zn2+-interactive biguanides. The Kd of the hexadentate Zn2+-EDTA complex is 10−16.5, corresponding to 105–106 times greater affinity than biguanides. Stabilities of biguanide complexes with various metals, and “on–off” kinetics can vary. The intracellular and extracellular distribution of biguanide among complexed endogenous metal species is unknown. The most effective anti-proteolytic metal complex need not be the complex that is formed in greatest amount.
The history of a classical protease substrate: Benzoyl-l-arginine amide
In the late 1800s it was known that the papaya plant contains high amounts of a proteolytic activity (reviewed by Wurtz 1881). Papain became the namesake for a superfamily of proteases that are activated by reducing agents and inactivated by metal cations or oxidation of sulfhydryls (Rawlings 2017; Liu et al. 2018b).
Protease reactions were originally assayed with crude substrate protein preparations, e.g. gelatin, albumin, casein or hemoglobin. In order to characterize the hydrolysis of defined single bonds, various artificial substrates were synthesized in the 1920s. Proteases were known to have activity toward ester bonds and non-peptide amides. BAA emerged from many attempted syntheses of artificial substrates (Fig. 5); the amide bond is scissile. Cleavage of the amide bond of BAA was assayed as generation of ammonia (reviewed in Taylor et al. 1974). BAA is a surrogate substrate for diverse proteases (Bergmann et al. 1939; Greenstein and Leuthardt 1946).
The pharmacological history of biguanide and its derivatives
While biochemists were blindly screening for artificial protease substrates, medicinal chemists were blindly screening for anti-malarial drugs. These groups were unaware of the relationship that has now emerged from their separate efforts.
An unanticipated relationship was discovered between anti-malarial biguanide derivatives and anti-diabetic biguanide derivatives. Biguanide was synthesized long ago (Bamberger and Dieckmann 1892). Biguanide is a base, which accepts a proton and becomes charged at neutral pH. Tautomeric structures are illustrated in Bharatam et al. (2005) and Katritzky et al. (2010). Complexation of a metal cation replaces the added proton, imposing the charge of the metal (Fig. 2).
Biguanide was recognized as an anti-hyperglycemic agent in the 1920s (Slotta and Tschesche 1929), and then ignored after insulin was discovered. In the 1940s hundreds of thousands of chemicals were blindly screened for anti-malarial action. From this multitude of chemicals, various derivatives of biguanide were found to have anti-malarial action. A large number of different biguanide derivatives were synthesized and tested as described in old papers and patent applications (e.g. Curd et al. 1945; Curd and Rose 1946). Proguanil was discovered in this work (Fig. 7). Proguanil is now widely used to prevent or treat malaria in combination with atovaquone (Malarone®).
A hypoglycemic side effect of various biguanides was noted in humans. This glucose-lowering action reawakened interest in the anti-diabetic action of biguanides. Pursuit of this side effect led to the eventual introduction of phenformin, buformin and metformin into anti-diabetic usage. Only metformin is now used due to superior safety.
Proguanil has multiple mechanisms of action against malaria, including anti-proteolytic action. The anti-parasitic action of proguanil was initially attributed to inhibition of dihydrofolate reductase by the metabolite cycloguanil. However, various biguanide derivatives that do not inhibit dihydrofolate reductase do have anti-malarial action. Conversely, much of the anti-malarial action of proguanil is independent of its anti-folate effect (Fidock and Wellems 1997). Thus, proguanil and other biguanides are drugs of multiple anti-malarial mechanisms. Inhibition of parasite CysCts inhibits intra-erythrocytic growth of parasites (reviewed in Sijwali and Rosenthal 2016). Parasite hemoglobinolysis results in a large accumulation of heme-Fe3+ and free Fe3+ within erythrocytes. Biguanide binds metal cations from most of the periodic table, including Fe3+ (Prugnard and Noel 1996). A sufficient concentration of Fe3+ alone can inhibit CysHis/CysHis(X) proteases; although Fe3+ is much less potent than Zn2+ (Lockwood 2006). We suggested that metformin is a metal-interactive anti-proteolytic agent, which might improve anti-malarial drug combinations (Lockwood 2010; Sharma et al. 2016b, c). As predicted, metformin has recently been found to increase the anti-malarial action of other drugs (Oriaifo 2018); multiple mechanisms have been suggested.
Structural correspondences exist among phenformin, proguanil and chlorhexidine (Fig. 8). Chlorhexidine is an antibacterial agent that is widely used in dental practice. “Gingipains” are secreted bacterial cysteinyl proteases that contribute to periodontal disease. Chlorhexidine is a Zn2+ -interactive inhibitor of these proteases. Zn2+ increases chlorhexidine inhibition of gingipains by 3- to 30-fold (Cronan et al. 2006).
Comparison of BAA and the phenformin-metal complex identifies the substrate properties of one and the inhibitory properties of the other without knowledge of the protease active site
If the structure of an enzyme active site is known, then required features of an inhibitor can be approximated with computational chemistry. Vast chemical libraries can be searched for inhibitory candidates with necessary structural and chemical attributes. However, ligand–protein modeling is hindered by uncertainties surrounding the structures of protease active sites. Ligand binding to a protein site can cause conformational changes in both participants as described by the “ligand-induced fit” principle of Koshland (1995). Modeling the interaction of a rigid ligand with a rigid binding site does not account for conformational changes in either. Chemical databanks do not store information on the effects of solvent, ions, or other molecules on the structures of ligands or binding sites as illustrated for proguanil (Fig. 7). Moreover, no present approach can account for all inter-molecular forces that determine ligand–protein interactions (discussed in Guedes et al. 2018). Indeed, some of the ligand–protein binding forces are not fully understood, and cannot be modeled, e.g. pi-electron interactions (see below section).
Substrate-inhibitor analogizing differs from ligand-protease modeling. Interpretation of the analogies between a known substrate and a known inhibitor requires no knowledge of the higher-order protease structure; although that information can be very helpful. When the phenyl rings of BAA and the phenformin-Zn2+ complex are superimposed, then the inhibitory metal is positioned at the location of the scissile bond under the conformation of the functioning protease (Figs. 4, 5).
How is the analogy between BAA and the phenfomin-Zn2+ complex related to the active site structures of diverse proteases?
The active site region of papain-like proteases is located in a “groove” or “cleft” or “valley” between two lobular domains (illustrated for cathepsin B in Sweeney et al. 2003). A substrate amino acid sequence registers with the array of binding sites flanking the catalytic partners. The catalytic partners hydrolyze the peptide bond that is presented to them by the substrate binding orientation. Inhibitors can act by (a) competing with substrate amino acids for binding to subsites (competitively or non-competitively) or (b) inactivating the catalytic reaction, or (c) both. The phenformin-Zn2+ complex simultaneously interferes with both substrate binding and the catalytic mechanism (Figs. 5, 6).
Schechter and Berger proposed that multiple binding pockets, or subsites (“S”), correspond to multiple substrate amino acid residues (“P”) in a linear relationship. The substrate amino acid sequence was proposed to bind within the groove between domains, i.e. like “beads on a string” (Schechter and Berger 1968, and reviewed in Schechter 2005). These binding subsites correspond to the linear sequence of substrate amino acids on either side of the scissile bond.
Substrate binding affinity and orientation was proposed to result from combined interactions of multiple S–P interactions on one or both sides of the catalytic partners. Inhibitors were proposed to compete with substrate peptides for binding to various S and/or S′ subsites. The “P” sites indicate the amino terminus of substrate peptides; and the P′ or “P prime” sites indicate the carboxyl terminus. The asterisk indicates the scissile bond:
The Schechter–Berger concept has been debated for a half-century. The exact positions, dimensions, spacing, borders, overlap and substrate interactivity of the sub-sites is ultimately speculative. It is difficult to distinguish a binding pocket that was selected for advantage, from a random constellation of amino acids on a protease surface. Interpreting substrate amino acid sequences as “beads on a string” ignores interactions between the 3-D structures of proteases and substrates or inhibitors. Bond rotations or flexions can alter the S–P complementarity of substrates and inhibitors. In most papain-like proteases the substrate binding is not highly specific insofar as the subsites can accept variable combinations of substrate amino acids. A peptide substrate or an inhibitor can be bound in various orientations. The “other face” of a bound substrate is exposed to non-selective solvent attraction or hydrophobic exclusion. The Schechter–Berger concept is now considered to be an oversimplification of the interactions of proteases with peptides and inhibitors; however, it remains useful for some purposes.
A puzzling substrate-binding interaction is shared by nearly all papain-family proteases. One feature of the Schechter–Berger concept has proved valid over many years of scrutiny. Long ago they reported: “…in papain one of the subsites of the active site - namely S2 - specifically interacts with phenylalanine residues…” (Schechter and Berger 1968). The S2 subsite position has since been confirmed as a major determinant of substrate preference and reaction kinetics in many proteases (Turk et al. 2012; Corvo et al. 2018). Nearly all proteases of the papain superfamily appear to have an S2 position that accepts bulky hydrophobic amino acids, e.g. the phenyl moiety of BAA. Some of the caspases, calpains and serine proteases also seem to have an influential S2 substrate-binding position (Campbell and Davies 2012; Ono et al. 2016; Paireder et al. 2016).
The S2P2 interaction is unexplained and puzzling. The constellation of amino acids comprising the S2 subsite is not the same in all papain-like proteases. The sizes and boundaries of various S2 sites are not precisely defined. The S2 subsite position can accept dissimilar substrate side groups other than phenylalanine. Non-specific hydrophobic exclusion from solvent to a “greasy spot” on a protein surface can provide a strong, non-selective binding force. Nonetheless, CysCts have diverged and converged throughout evolution while the influence of the S2 position has been conserved in many. The mystery of the S2 site might be somehow related to the pi electron system of the phenyl ring (see below).
Metformin indicates that a phenyl ring at the P2 position is unnecessary for Zn2+-interactive inhibition of CysCts; however, the S2P2 interaction is a major determinant of potency. Both metformin and phenformin are Zn2+-interactive inhibitors of cell protein degradation as observed in viable tissue bioassay (Lockwood 2010). These drugs share the same biguanide pharmacophore; however, the dimethyl moieties of metformin are not positioned at the S2 position when the complexed metal is located between thiolate and imidazole partners (Fig. 5). The required anti-proteolytic concentration of metformin in tissue bioassay (≈ 10 μM) is approximately 1000 times greater than phenformin (≈ 0.01 μM). Although the anti-proteolytic potency of metformin is weak; it is effective at the therapeutic concentration employed (≈ 25 μM). Supra-therapeutic metformin concentrations have been reported to have many other experimental actions. This reviewer has found no other proposed mechanism of metformin action that has been verified at 10 μM concentration.
Ligand–protein modeling of metformin binding to the active site of cathepsin B indicates that there is no single binding mode. Dimethyl groups of the metformin-metal complex can bind to the active site in many possible orientations that are associated with metal sharing between thiolate–imidazole partners (unpublished observation). There is no necessary “S-P” correspondence when the complexed metal is aligned with the catalytic pair. The two methyl groups of metformin impart a partial hydrophobic character to complexed Zn2+. Solvent exclusion can promote non-specific hydrophobic binding of the metformin-metal complex to the protease surface at multiple positions immediately surrounding the catalytic pair. With the metal shared between thiolate and imidazole, the dimethyl moieties of metformin can pivot to multiple binding sites on the surrounding protease surface without involvement of the S2P2 interaction. In several binding orientations, amide protons of metformin can also interact with the electronegativity of carbonyl oxygens of the peptide backbone (illustrated for phenformin in Sweeney et al. 2003). Nonetheless, the 1000-fold difference in potency of phenformin and metformin suggests that the S2P2 interaction is an important determinant of binding affinity and anti-proteolytic action.
Interaction of Zn2+ and Zn2+ -interactive drugs with the sulfhydryl/thiolate-imidazole/imidazolium reaction mechanism under in vivo and ex vivo reaction conditions
Peptidase, esterase and non-peptide amidase reaction mechanisms of proteases differ (e.g. Whitaker and Bender 1965 and others); however, details are ultimately speculative. Zn2+ insertion between thiolate and imidazole stops peptidase, esterase and non-peptide amidase reaction mechanisms. In the absence of metals the CysHis/CysHis(X) peptidolytic reaction involves formation of thiolate anion and imidazolium cation by transfer of the proton (illustrated in Berg et al. 2002). A lone electron pair of the nearby imidazole ring attracts the proton from the cysteine sulfhydryl. The proton attraction of imidazole lowers the pH at which the sulfhydryl ionizes so as to become a nucleophile. Loss of the proton from the sulfhydryl transforms it into a nucleophile. This enables nucleophilic attack of the thiolate anion on the carbonyl carbon of the peptide bond.
A thiolate anion neighboring an imidazole ring exhibits selective affinity for Zn2+in preference to other endogenous metal species (Kochanczyk et al.2015; Kluska et al.2018). Zn2+ interaction with the catalytic pair involves factors in addition to the charge of the metal cation. For example, the affinity and inhibitory potency of Zn2+ is greater than Fe3+. However, the affinity and inhibitory potency of Zn2+ is far less than its group IIB cousins, Cd2+ and Hg2+, by orders of magnitude. The high affinities of Cd2+ and Hg2+ suffice to titrate the concentration of CysHis active sites with a nearly 1:1 stoichiometric equivalence.
There is no absolute value for the potency of Zn2+ inhibition of various CysCts in vivo or ex vivo. The extent of metal inhibition is strongly dependent upon combined reaction conditions. With purified cathepsin B the 50% inhibitory concentration of Zn2+ is approximately 1 μM under 5 mM DTT and pH 5.5. Firstly, the inhibitory action of Zn2+ is opposed by the stimulatory action of reducing factors, including DTT (Balce et al. 2014, 2016). The dithiols of DTT bind and buffer Zn2+. Thus, the actual free Zn2+ intensity in a typical protease assay is less than that added experimentally. Secondly, protons compete with metal cations for binding sites on proteins; therefore metal inhibition of CysCts is also pH dependent. In general, Zn2+ inhibition in cysteinyl protease assays is much greater at higher pH and lesser DTT concentration.
The anti-proteolytic synergy between biguanides and Zn2+in living tissue is greater than the synergy measured in protease assay. The perfused tissue bioassay provides a more reliable indication of the anti-proteolytic potency of various biguanide derivatives than standard CysCt protease assay. The bioassay accounts for endogenous concentrations all participants influencing formation of the drug-Zn2+-protease sandwich. Exposure to phenformin (0.01 µM) does not require experimental addition of extracellular Zn2+ for the most rapid time course of its inhibitory action. Due to its great potency, phenformin can acquire sufficient intracellular Zn2+ for maximal anti-proteolytic action at 0.01 µM drug concentration. In contrast, the anti-proteolytic action of therapeutic metformin concentration (10 µM) was delayed and submaximal in the absence of extracellular Zn2+ added to the perfusate. Exposure to physiological extracellular Zn2+ concentration and therapeutic metformin concentration were highly synergistic. These experimental results are expected of two agents with similar metal-interactive mechanisms of action, but a great difference in binding affinity for the CysCt active site.
We reported that metformin adds little to the inhibitory action of Zn2+ toward protease assays as observed under standard assay conditions of 5 mM DTT at pH 5.5 (details described in Lockwood 2010). In contrast, phenformin and Zn2+ were synergistic under identical assay conditions. This difference among biguanide derivatives is probably due to lesser binding affinity of the metformin-Zn2+ complex for the protease in conjunction with the competition of DTT for Zn2+ binding. We later found that the inhibitory synergy between metformin and Zn2+ in protease assay is appreciably greater at higher pH with less competing DTT concentration (unpublished observation). Therefore, therapeutic metformin concentration does cause Zn2+-interactive inhibition in protease assay; however, its potency is much less than phenformin.
Zn2+ naturally influences many cellular processes and enzyme reactions, e.g. some of the kinases. It is conceivable that biguanides might inhibit lysosomal proteolysis indirectly by interference in vacuolar/cellular regulation of metals or pH, or autophagic substrate accumulation. Moreover, an agent that modifies the interaction of metals with biomolecules might have multiple effects that are unrelated to protein degradation (Wu et al. 2017); additional actions are not ruled out.
The stabilities of various drug-metal-protease complexes are the combined result of the binding of biguanide substituent moieties to protease subsites, and the mutual affinities of biguanide and catalytic partners for a central metal cation (Fig. 6)
Simultaneous Zn2+ interactions with biguanide and protease can increase the fraction of time that the catalytic partners are occupied by Zn2+, and competitively decrease effective collisions of substrates with binding sites (Fig. 6). The binding force between the thiolate–imidazole pair of the protease and the two imino nitrogens of biguanide is their mutual affinity for the particular metal cation that is coordinated between them. Multiple binding forces can attract biguanide substituent moieties to the protease surface surrounding the catalytic partners; these include hydrogen bonds, electrostatic charge attractions, Van der Waals short-range forces, pi electron interactions, and solvent exclusion to “greasy spots” on a protein surface, i.e. hydrophobic binding.
In the absence of metals, phenformin is a competitive inhibitor of substrate hydrolysis by cathepsin B in protease assay (Sweeney et al. 2003). Substrate binding to the protease surface does not compete with inhibitory Zn2+ binding to the catalytic partners. Inhibition of substrate hydrolysis by the phenformin-Zn2+ complex theoretically involves mixed kinetics that cannot be described by customary Michaelis–Menten kinetics.
Recent speculations as to the pi system of aromatic rings are of particular interest in relation to the interaction of the phenylalanine with the S2 site. Theoretical advances suggest that pi electron systems can interact with cations, anions, other pi systems, and solvent (Meyer et al. 2003; Schottel et al. 2008; Dougherty 2012; Makwana and Mahalakshmi 2015). The influence of pi electrons on inter-molecular interactions is an old topic that is now taking on new significance. Phenylalanine interactions at the S2 site could involve uncharacterized pi interactions as well as hydrophobic solvent exclusion and other binding forces. This might account for the confusing versatility of S2P2 substrate acceptance as described above. However, such speculation is largely theoretical with little experimental basis.
Non-biological metals can form a stable biguanide association that can be administered as a preformed complex. The binding forces and “on–off” kinetics depend, in part, upon the identity of the particular metal in the hetero-complex. For example, the preformed 99mTechnetium- phenformin complex is sufficiently stable to be used in radiopharmaceutical imaging after parenteral administration (Fuks et al. 2011). Some of the non-biological metal species might be relevant to medicinal or other applications of protease inhibition, e.g. platinum, vanadium, chromium, iridium, paladium, nickel, technetium, lanthanum, cesium, yttrium, samarium, and others (Woo et al. 1999; Patrinoiu et al. 2003; Fuks et al. 2011; Al-Saif and Refat 2013; Badea et al. 2013; Beygzadeh et al. 2013; Shahabadi and Heidari 2014; Refat et al. 2015; Mahmoud et al. 2016; Chen et al. 2018; Mihalache et al. 2018). Metal toxicity is an obvious concern.
Inhibitor specificity and potency are determined by different interactions with the protease active site. With the same metal, the specificity of a biguanide inhibitor depends upon its unique complementarity with the array of protease binding sites. If the active site structures of multiple proteases are almost identical, then a single inhibitor cannot discriminate between them. Accordingly, some biguanide derivatives might coordinately inhibit groups of CysCts, which share common structural features (e.g. Vizovišek et al. 2015). Inhibitory potency depends upon the combined affinity of metal and substituents for the active site. A hypothetical biguanide derivative that uniquely complements the binding sites of a particular protease can have a high degree of inhibitory selectivity, but low affinity and potency. A biguanide-metal complex with low affinity can selectively occupy a specific active site 100% of the time if the (non-toxic) drug concentration is adequate.
Does phenformin reveal features of convertase inhibitors?
Long ago it was reported that various phenylalanine-containing structures competitively inhibit mammalian cathepsin C (Fruton and Mycek 1956). Mammalian cathepsin C has dipeptidyl amino peptidase (DPAP) activity of particular interest here. Cathepsin C serves in general protein turnover in most cell types (Bullón et al. 2018). Cathepsin C also serves a specialized role in cells mediating the inflammatory response. The complex structure and biology of cathepsin C are beyond the present scope (see Korkmaz et al. 2018; Seren et al. 2018); however, some of its features are relevant to “polytherapeutic” treatment of inflammatory conditions and perhaps parasite infections.
Cathepsin C is a convertase, which activates the zymogens of multiple serine proteases in multiple cell types. Cathepsin C is naturally inhibited by the endogenous peptide, cystatin F (Kos et al. 2018; Liang et al. 2016). This protease is present in the exocytic granules of several differentiated inflammatory cell types (Pham and Ley 1999). Cathepsin C activates pro-inflammatory serine protease zymogens in these exocytic granules; e.g. granzyme A and B, elastase and cathepsin G in neutrophils, or chymase and tryptase in mast cells. These activated serine proteases are released into the extracellular space where they are fundamental to the normal and excessive inflammatory responses. Cytotoxic lymphocytes from CatC (−/−) knockout mice have normal amounts of granzyme A and B zymogens, but these proteases retain their pro-domains and remain inactive in the absence of cathepsin C (Pham and Ley 1999).
Extracellular serine proteases from various inflammatory cells are involved in diverse diseases, including rheumatoid arthritis, inflammatory bowel disease, asthma, chronic obstructive pulmonary disease, sepsis, cystic fibrosis and others. In theory, “whole body” inhibitors of cathepsin C can decrease the extracellular action of multiple pro-inflammatory serine proteases that are released by specialized inflammatory cell types (Guarino et al. 2017). This implies that targeting cathepsin C can have pleiotropic “bioamplified” actions against inflammation and autoimmunity (Méthot et al. 2007). Major drug companies are currently seeking cathepsin C inhibitors.
It has been reported that the fluorogenic derivative of the Phe-Arg dipeptide substrate, Benzyloxycarbonyl-phenylalanylarginine-4-methylcoumaryl-7-amide, (CBZ-Phe-Arg-AMC) inhibits the DPAP reaction toward other peptide derivatives (Wang et al. 2011). Parasite DPAPs are candidates for anti-malarial targeting also (Deu 2017; Deu et al. 2018; Lehmann et al. 2018). It would be interesting to determine whether mammalian or parasite DPAPS might be selectively sensitive to biguanide agents with structural analogies to BAA and the phenformin-Zn2+ complex.
Cathepsin C is not the only catheptic convertase. Cathepsin B has exo-dipeptidase activity as well as endo-protease activity. Cathepsin B also serves to activate pro-forms of various other proteases. Dysregulated cathepsin B is implicated in pathogenic activation of trypsinogen within the pancreas before release into the digestive tract; this results in pancreatitis (reviewed and discussed in Sendler et al. 2018).
Summary and future possibilities
Various methods to synthesize biguanides have been reported (Curd et al. 1945; Mayer et al. 2004; LeBel et al. 2005; Katritzky et al. 2010; Abbas et al. 2016, and others). The biguanide pharmacophore has low toxicity; however, the risk of each derivative must be determined. Some larger biguanide derivatives can create self-assembling metallo-supramolecules (e.g. McMorran et al. 2013; McKay et al. 2017); these are presumably toxic. The registry and affinity of various derivative moieties with multiple sub-sites can create a range of specificities and potencies against diverse proteases. Coordinate inhibition of multiple CysCts and lysosomal function might be of value for some purposes. The benefits of stable, preformed biguanide complexes with non-biological metals might exceed the risks where complete inhibition for a short time period is required, e.g. viral or parasite infections. Anti-neoplastic applications are an open question.
The structure of phenformin is a model for the appropriate relationship between the phenyl ligand at the S2 site and the complexed Zn2+ cation at the catalytic pair of many papain-like proteases (Figs. 5, 6). Inhibitor binding at other subsites presumably depends upon the individual structures of diverse proteases. In tissue bioassay, the 1000-fold difference in anti-proteolytic potency between metformin and phenformin indicates that the S2P2 correspondence is an important determinant of the binding interaction of rate-limiting proteases. However, metformin illustrates that S2P2 structural correspondence is not essential for Zn2+-interactive inhibition of protein degradation with lesser potency.
Finally, cellular Zn2+ regulation influences multiple proteolytic processes by mechanisms in addition to the CysHis catalytic mechanism. Other metallophores or other metal-related anti-proteolytic interventions might be discovered, e.g. allosteric modulators. However, present knowledge of metal-interactive inhibition of peptidolysis with biguanide derivatives enables forseeable discovery of many new drugs against individual CysHis(X) proteases or groups of them.
Acknowledgements
Dr. Paul Seybold, Dept. of Chemistry, Wright State University, is gratefully acknowledged for computations.
Abbreviations
- CysCts
Cysteinyl cathepsins
- CysHis
Cysteine-histidine catalytic dyad
- CysHis(X)
Cysteine-histidine (X amino acid) catalytic triad
- DPAP
Dipeptidyl amino peptidase
- BAA
Benzoyl-l-arginine amide
IUPAC names
- Guanidine
Guanidine
- Biguanide
Guanyl guanidine or 1-(diaminomethylidene)guanidine
- Phenformin
1-(Diaminomethylidene)-2-(2-phenylethyl)guanidine
- Metformin
3-(Diaminomethylidene)-1,1-dimethylguanidine
- Proguanil
(1E)-1-[Amino-(4-chloroanilino)methylidene]-2-propan-2-ylguanidine
- Benzoyl-l-arginine amide
N-[(2S)-1-amino-5-(diaminomethylideneamino)-1-oxopentan-2-yl]benzamide
Footnotes
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
References
- Abbas SY, Basyouni WM, El-Bayouki KAM, Abdel-Rahman RF. Synthesis and evaluation of 1-substituted-biguanide derivatives as anti-diabetic agents for type ii diabetes insulin resistant. Drug Res. 2016;66(07):377–383. doi: 10.1055/s-0042-107349. [DOI] [PubMed] [Google Scholar]
- Agbowuro AA, Huston WM, Gamble AB, Tyndall JD. Proteases and protease inhibitors in infectious diseases. Med Res Rev. 2018;38(4):1295–1331. doi: 10.1002/med.21475. [DOI] [PubMed] [Google Scholar]
- Al-Saif FA, Refat MS. Synthesis, spectroscopic, and thermal investigation of transition and non-transition complexes of metformin as potential insulin-mimetic agents. J Therm Anal Calorim. 2013;111(3):2079–2096. [Google Scholar]
- Allan ERO, Yates RM. Redundancy between cysteine cathepsins in murine experimental autoimmune encephalomyelitis. PLoS ONE. 2015;10(6):e0128945. doi: 10.1371/journal.pone.0128945. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Anja P, Anahid J, Janko K (2018) Cysteine cathepsins: Their biological and molecular significance in cancer stem cells. In: Seminars in cancer biology. Academic Press [DOI] [PubMed]
- Aoki S, Iwaida K, Hanamoto N, Shiro M, Kimura E. Guanidine is a Zn2+ -binding ligand at neutral pH in aqueous solution. J Am Chem Soc. 2002;124(19):5256–5257. doi: 10.1021/ja020029y. [DOI] [PubMed] [Google Scholar]
- Badea M, Iosub E, Chifiriuc CM, Marutescu L, Iorgulescu EE, Lazar V, et al. Thermal, spectral, electrochemical and biologic characterization of new Pd (II) complexes with ligands bearing biguanide moieties. J Therm Anal Calorim. 2013;111(3):1753–1761. [Google Scholar]
- Balce DR, Allan ER, McKenna N, Yates RM. Gamma-interferon-inducible lysosomal thiol reductase (GILT) maintains phagosomal proteolysis in alternatively activated macrophages. J Biol Chem. 2014;289:31891. doi: 10.1074/jbc.M114.584391. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Balce DR, Greene CJ, Tailor P, Yates RM. Endogenous and exogenous pathways maintain the reductive capacity of the phagosome. J Leukoc Biol. 2016;100(1):17–26. doi: 10.1189/jlb.2HI0315-083R. [DOI] [PubMed] [Google Scholar]
- Bamberger E, Dieckmann W. Zur Kenntniss des Biguanids. Ber Dtsch Chem Ges. 1892;25(1):543–546. [Google Scholar]
- Berg JM, Tymoczko JL, Stryer L. Proteases: facilitating a difficult reaction, Section 9.1 in biochemistry. 5. New York: W H Freeman; 2002. [Google Scholar]
- Bergmann M, Fruton JS, Pollok H. The specificity of trypsin. J Biol Chem. 1939;127(3):643–648. [Google Scholar]
- Beygzadeh M, Alizadeh A, Khodaei MM, Kordestani D. Biguanide/Pd (OAc) 2 immobilized on magnetic nanoparticle as a recyclable catalyst for the heterogeneous Suzuki reaction in aqueous media. Catal Commun. 2013;32:86–91. [Google Scholar]
- Bharatam PV, Patel DS, Iqbal P. Pharmacophoric features of biguanide derivatives: an electronic and structural analysis. J Med Chem. 2005;48(24):7615–7622. doi: 10.1021/jm050602z. [DOI] [PubMed] [Google Scholar]
- Blaby-Haas CE, Merchant SS. Lysosome-related organelles as mediators of metal homeostasis. J Biol Chem. 2014;289:28129. doi: 10.1074/jbc.R114.592618. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bonaventura P, Benedetti G, Albarède F, Miossec P. Zinc and its role in immunity and inflammation. Autoimmun Rev. 2015;14(4):277–285. doi: 10.1016/j.autrev.2014.11.008. [DOI] [PubMed] [Google Scholar]
- Brix K (2018) Host cell proteases: cathepsins. In: Activation of viruses by host proteases. Springer, Cham, pp 249–276
- Bullón P, Castejón-Vega B, Román-Malo L, Jimenez-Guerrero MP, Cotán D, Forbes-Hernandez TY, et al. Autophagic dysfunction in patients with Papillon-Lefèvre syndrome is restored by recombinant cathepsin C treatment. J Allergy Clin Immunol. 2018;142:1131–1143. doi: 10.1016/j.jaci.2018.01.018. [DOI] [PubMed] [Google Scholar]
- Caffrey CR, Goupil L, Rebello KM, Dalton JP, Smith D. Cysteine proteases as digestive enzymes in parasitic helminths. PLoS Neglected Trop Dis. 2018;12(8):e0005840. doi: 10.1371/journal.pntd.0005840. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Campbell RL, Davies PL. Structure–function relationships in calpains. Biochem J. 2012;447(3):335–351. doi: 10.1042/BJ20120921. [DOI] [PubMed] [Google Scholar]
- Cauët E, Bogatko S, Weare JH, Fulton JL, Schenter GK, Bylaska EJ. Structure and dynamics of the hydration shells of the Zn 2 + ion from ab initio molecular dynamics and combined ab initio and classical molecular dynamics simulations. J Chem Phys. 2010;132(19):194502. doi: 10.1063/1.3421542. [DOI] [PubMed] [Google Scholar]
- Chen F, Moat J, McFeely D, Clarkson G, Hands-Portman IJ, Furner-Pardoe JP, et al. Biguanide iridium (III) complexes with potent antimicrobial activity. J Med Chem. 2018;61(16):7330–7344. doi: 10.1021/acs.jmedchem.8b00906. [DOI] [PubMed] [Google Scholar]
- Chouduri AU, Mishina K, Shimizu T, Yamazaki M, Tokumoto T, Yamada S. High affinity Zn2+ inhibitory site (s) for the trypsin-like peptidase of the 20S proteasome. Arch Biochem Biophys. 2008;477(1):113–120. doi: 10.1016/j.abb.2008.04.037. [DOI] [PubMed] [Google Scholar]
- Corvo I, Ferraro F, Merlino A, Zuberbuhler K, O’Donoghue AJ, Pastro L, et al. Substrate specificity of cysteine proteases beyond the S2 Pocket: mutagenesis and molecular dynamics investigation of Fasciola hepatica Cathepsins L. Front Mol Biosci. 2018;5:40. doi: 10.3389/fmolb.2018.00040. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Cronan CA, Potempa J, Travis J, Mayo JA. Inhibition of Porphyromonas gingivalis proteinases (gingipains) by chlorhexidine: synergistic effect of Zn (II) Mol Oral Microbiol. 2006;21(4):212–217. doi: 10.1111/j.1399-302X.2006.00277.x. [DOI] [PubMed] [Google Scholar]
- Curd FHS, Rose FL (1946) 149. Synthetic antimalarials. Part X. Some aryl-diguanide (“-biguanide”) derivatives. J Chem Soc (Resumed), 729–737 [PubMed]
- Curd FHS, Davey DG, Rose FL. Studies on synthetic antimalarial drugs: X.—some biguanide derivatives as new types of antimalarial substances with both therapeutic and causal prophylactic activity. Ann Trop Med Parasitol. 1945;39(3–4):208–216. [PubMed] [Google Scholar]
- Deu E. Proteases as antimalarial targets: strategies for genetic, chemical, and therapeutic validation. FEBS J. 2017;284(16):2604–2628. doi: 10.1111/febs.14130. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Deu E, de Vries LE, Sanchez MI, Groborz K, Kuppens L, Poreba M et al (2018) Characterization of P. falciparum dipeptidyl aminopeptidase 3 specificity identifies different amino acid preferences between peptide-based substrates and inhibitors. bioRxiv, 246124 [DOI] [PMC free article] [PubMed]
- Ding B, Zhong Q. Zinc deficiency: an unexpected trigger for autophagy. J Biol Chem. 2017;292(20):8531–8532. doi: 10.1074/jbc.H116.762948. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Dougherty DA. The cation − π interaction. Acc Chem Res. 2012;46(4):885–893. doi: 10.1021/ar300265y. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Eguchi M, Kimura K, Makino A, Ishida H. Autophagy is induced under Zn limitation and contributes to Zn-limited stress tolerance in Arabidopsis (Arabidopsis thaliana) Soil Sci Plant Nutr. 2017;63(4):342–350. [Google Scholar]
- Eron SJ, MacPherson DJ, Dagbay KB, Hardy JA. Multiple mechanisms of zinc-mediated inhibition for the apoptotic caspases-3,-6,-7, and-8. ACS Chem Biol. 2018;13(5):1279–1290. doi: 10.1021/acschembio.8b00064. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ewanchuk BW, Yates RM. The phagosome and redox control of antigen processing. Free Radic Biol Med. 2018;125:53–61. doi: 10.1016/j.freeradbiomed.2018.03.040. [DOI] [PubMed] [Google Scholar]
- Fidock DA, Wellems TE. Transformation with human dihydrofolate reductase renders malaria parasites insensitive to WR99210 but does not affect the intrinsic activity of proguanil. Proc Natl Acad Sci. 1997;94(20):10931–10936. doi: 10.1073/pnas.94.20.10931. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Fruton JS, Mycek MJ. Studies on beef spleen cathepsin C1. Arch Biochem Biophys. 1956;65(1):11–20. doi: 10.1016/0003-9861(56)90172-2. [DOI] [PubMed] [Google Scholar]
- Fukada T, Kambe T (2018) Zinc signaling in physiology and pathogenesis
- Fuks L, Gniazdowska E, Koźmiński P, Herdzik-Koniecko I. Technetium (I) tricarbonyl complexes: potential precursors of the radiopharmaceuticals. Part II: phenethylbiguanide (phenformin) J Radioanal Nuclear Chem. 2011;292(1):395–399. [Google Scholar]
- Gammoh NZ, Rink L. Zinc in infection and inflammation. Nutrients. 2017;9(6):624. doi: 10.3390/nu9060624. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ganesan N (2017) Cysteine cathepsins: in health and rheumatoid arthritis. In: Proteases in human diseases. Springer, Singapore, pp. 103–130
- Garsen M, Rops AL, Dijkman H, Willemsen B, van Kuppevelt TH, Russel FG, et al. Cathepsin L is crucial for the development of early experimental diabetic nephropathy. Kidney Int. 2016;90(5):1012–1022. doi: 10.1016/j.kint.2016.06.035. [DOI] [PubMed] [Google Scholar]
- Gong B, Sun S, Yan Y, Jing X, Shi Q (2018) Glutathione metabolism and its function in higher plants adapting to stress. In: Antioxidants and antioxidant enzymes in higher plants. Springer, Cham, pp 181–205
- Greenstein JP, Leuthardt FM. Enzymatic hydrolysis of benzoylarginineamide in normal and neoplastic tissues. J Natl Cancer Inst. 1946;6(4):203–206. [PubMed] [Google Scholar]
- Guarino C, Hamon Y, Croix C, Lamort AS, Dallet-Choisy S, Marchand-Adam S, et al. Prolonged pharmacological inhibition of cathepsin C results in elimination of neutrophil serine proteases. Biochem Pharmacol. 2017;131:52–67. doi: 10.1016/j.bcp.2017.02.009. [DOI] [PubMed] [Google Scholar]
- Guedes IA, Pereira FS, Dardenne LE. Empirical scoring functions for structure-based virtual screening: applications, critical aspects, and challenges. Front Pharmacol. 2018;9:1089. doi: 10.3389/fphar.2018.01089. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Guicciardi ME, Miyoshi H, Bronk SF, Gores GJ. Cathepsin B knockout mice are resistant to tumor necrosis factor-α-mediated hepatocyte apoptosis and liver injury: implications for therapeutic applications. Am J Pathol. 2001;159(6):2045–2054. doi: 10.1016/s0002-9440(10)63056-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hara T, Takeda TA, Takagishi T, Fukue K, Kambe T, Fukada T. Physiological roles of zinc transporters: molecular and genetic importance in zinc homeostasis. J Physiol Sci. 2017;67(2):283–301. doi: 10.1007/s12576-017-0521-4. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Helbig K, Bleuel C, Krauss GJ, Nies DH. Glutathione and transition-metal homeostasis in Escherichia coli. J Bacteriol. 2008;190(15):5431–5438. doi: 10.1128/JB.00271-08. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Horie T, Kawamata T, Ohsumi Y (2017) Recycling of trace metals by the bulk autophagy in the budding yeast, Saccharomyces cerevisiae. J Adv Nutr Hum Metab 3
- Hsing LC, Kirk EA, McMillen TS, Hsiao SH, Caldwell M, Houston B, et al. Roles for cathepsins S, L, and B in insulitis and diabetes in the NOD mouse. J Autoimmun. 2010;34(2):96–104. doi: 10.1016/j.jaut.2009.07.003. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Katritzky AR, Tala SR, Singh A. Biguanidines, guanylureas and guanylthioureas. Arkivoc. 2010;8:76–96. [Google Scholar]
- Kawamata T, Horie T, Matsunami M, Sasaki M, Ohsumi Y. Zinc starvation induces autophagy in yeast. J Biol Chem. 2017;292:8520–8530. doi: 10.1074/jbc.M116.762948. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ketterer S, Gomez-Auli A, Hillebrand LE, Petrera A, Ketscher A, Reinheckel T. Inherited diseases caused by mutations in cathepsin protease genes. FEBS J. 2017;284:1437–1554. doi: 10.1111/febs.13980. [DOI] [PubMed] [Google Scholar]
- Kiss P, Szabó Á, Hunyadi-Gulyás É, Medzihradszky KF, Lipinszki Z, Pál M, Udvardy A. Zn2+-induced reversible dissociation of subunit Rpn10/p54 of the Drosophila 26 S proteasome. Biochem J. 2005;391(2):301–310. doi: 10.1042/BJ20050523. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kluska K, Adamczyk J, Krężel A. Metal binding properties, stability and reactivity of zinc fingers. Coord Chem Rev. 2018;367:18–64. [Google Scholar]
- Kochańczyk T, Drozd A, Krężel A. Relationship between the architecture of zinc coordination and zinc binding affinity in proteins–insights into zinc regulation. Metallomics. 2015;7(2):244–257. doi: 10.1039/c4mt00094c. [DOI] [PubMed] [Google Scholar]
- Korenč M, Lenarčič B, Novinec M. Human cathepsin L, a papain-like collagenase without proline specificity. FEBS J. 2015;282(22):4328–4340. doi: 10.1111/febs.13499. [DOI] [PubMed] [Google Scholar]
- Korkmaz B, Caughey GH, Chapple I, Gauthier F, Hirschfeld J, Jenne DE, et al. Therapeutic targeting of cathepsin C: from pathophysiology to treatment. Pharmacol Ther. 2018;190:202–236. doi: 10.1016/j.pharmthera.2018.05.011. [DOI] [PubMed] [Google Scholar]
- Kos J, Nanut MP, Prunk M, Sabotič J, Dautović E, Jewett A. Cystatin F as a regulator of immune cell cytotoxicity. Cancer Immunol Immunother. 2018;67:1931–1938. doi: 10.1007/s00262-018-2165-5. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Koshland DE., Jr The key–lock theory and the induced fit theory. Angew Chem Int Ed Engl. 1995;33(23–24):2375–2378. [Google Scholar]
- Kramer L, Turk D, Turk B. The future of cysteine cathepsins in disease management. Trends Pharmacol Sci. 2017;38(10):873–898. doi: 10.1016/j.tips.2017.06.003. [DOI] [PubMed] [Google Scholar]
- Kukic I, Kelleher SL, Kiselyov K. Zinc efflux through lysosomal exocytosis prevents zinc-induced toxicity. J Cell Sci. 2014;127:3094–3103. doi: 10.1242/jcs.145318. [DOI] [PMC free article] [PubMed] [Google Scholar]
- LeBel O, Maris T, Duval H, Wuest JD. A practical guide to arylbiguanides: synthesis and structural characterization. Can J Chem. 2005;83(6–7):615–625. [Google Scholar]
- Lehmann C, Tan MSY, de Vries LE, Russo I, Sanchez MI, Goldberg DE, Deu E. Plasmodium falciparum dipeptidyl aminopeptidase 3 activity is important for efficient erythrocyte invasion by the malaria parasite. PLoS Pathog. 2018;14(5):e1007031. doi: 10.1371/journal.ppat.1007031. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Liang J, Li N, Zhang Y, Hou C, Yang X, Shimizu T, et al. Disinhibition of cathepsin C caused by cystatin F deficiency aggravates the demyelination in a cuprizone model. Front Mol Neurosci. 2016;9:152. doi: 10.3389/fnmol.2016.00152. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lindner HA, Fotouhi-Ardakani N, Lytvyn V, Lachance P, Sulea T, Menard R. The papain-like protease from the severe acute respiratory 19 syndrome coronavirus is a deubiquitinating enzyme. J Virol. 2005;79:15199–15208. doi: 10.1128/JVI.79.24.15199-15208.2005. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Liu CL, Guo J, Zhang X, Sukhova GK, Libby P, Shi GP. Cysteine protease cathepsins in cardiovascular disease: from basic research to clinical trials. Nat Rev Cardiol. 2018;15:351–370. doi: 10.1038/s41569-018-0002-3. [DOI] [PubMed] [Google Scholar]
- Liu J, Sharma A, Niewiara MJ, Singh R, Ming R, Yu Q. Papain-like cysteine proteases in Carica papaya: lineage-specific gene duplication and expansion. BMC Genomics. 2018;19(1):26. doi: 10.1186/s12864-017-4394-y. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lockwood TD. Cathepsin B responsiveness to glutathione and lipoic acid redox. Antioxid Redox Signal. 2002;4(4):681–691. doi: 10.1089/15230860260220193. [DOI] [PubMed] [Google Scholar]
- Lockwood TD. Responsiveness of parasite Cys His proteases to iron redox. Parasitol Res. 2006;100(1):175–181. doi: 10.1007/s00436-006-0239-3. [DOI] [PubMed] [Google Scholar]
- Lockwood TD. The lysosome among targets of metformin: new anti-inflammatory uses for an old drug? Expert Opin Ther Targets. 2010;14(5):467–478. doi: 10.1517/14728221003774135. [DOI] [PubMed] [Google Scholar]
- Lockwood TD. Lysosomal metal, redox and proton cycles influencing the CysHis cathepsin reaction. Metallomics. 2013;5(2):110. doi: 10.1039/c2mt20156a. [DOI] [PubMed] [Google Scholar]
- Lowry JR, Klegeris A. Emerging roles of microglial cathepsins in neurodegenerative disease. Brain Res Bull. 2018;139:144–156. doi: 10.1016/j.brainresbull.2018.02.014. [DOI] [PubMed] [Google Scholar]
- Lu S, Jessen B, Will Y, Stevens G (2016) Lysosome dysfunction: an emerging mechanism of xenobiotic‐induced toxicity. Lysosomes: Biology, Diseases, and Therapeutics: Biology, Diseases, and Therapeutics, 445–485
- Mahmoud MA, Zaitone SA, Ammar AM, Sallam SA. Synthesis, structure and antidiabetic activity of chromium (III) complexes of metformin Schiff-bases. J Mol Struct. 2016;1108:60–70. [Google Scholar]
- Makwana KM, Mahalakshmi R. Implications of aromatic–aromatic interactions: from protein structures to peptide models. Protein Sci. 2015;24(12):1920–1933. doi: 10.1002/pro.2814. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Mayer S, Daigle DM, Brown ED, Khatri J, Organ MG. An expedient and facile one-step synthesis of a biguanide library by microwave irradiation coupled with simple product filtration. Inhibitors of dihydrofolate reductase. J Comb Chem. 2004;6(5):776–782. doi: 10.1021/cc049953+. [DOI] [PubMed] [Google Scholar]
- Maywald M, Wessels I, Rink L. Zinc signals and immunity. Int J Mol Sci. 2017;18(10):2222. doi: 10.3390/ijms18102222. [DOI] [PMC free article] [PubMed] [Google Scholar]
- McKay AP, Shillito GE, Gordon KC, McMorran DA. Cyclometallated platinum (II) and palladium (II) complexes containing 1, 5-diarylbiguanides: synthesis, characterisation and hydrogen bond-directed assembly. CrystEngComm. 2017;19(47):7095–7111. [Google Scholar]
- McKerrow JH. Update on drug development targeting parasite cysteine proteases. PLoS Neglected Trop Dis. 2018;12(8):e0005850. doi: 10.1371/journal.pntd.0005850. [DOI] [PMC free article] [PubMed] [Google Scholar]
- McMorran DA, McAdam CJ, van der Salm H, Gordon KC. 1, 5-Diarylbiguanides and their nickel (II) complexes. Dalton Trans. 2013;42(8):2948–2962. doi: 10.1039/c2dt32483k. [DOI] [PubMed] [Google Scholar]
- Méthot N, Rubin J, Guay D, Beaulieu C, Ethier D, Reddy TJ, et al. Inhibition of the activation of multiple serine proteases with a cathepsin C inhibitor requires sustained exposure to prevent pro-enzyme processing. J Biol Chem. 2007;282(29):20836–20846. doi: 10.1074/jbc.M702615200. [DOI] [PubMed] [Google Scholar]
- Meyer EA, Castellano RK, Diederich F. Interactions with aromatic rings in chemical and biological recognition. Angew Chem Int Ed. 2003;42(11):1210–1250. doi: 10.1002/anie.200390319. [DOI] [PubMed] [Google Scholar]
- Mihalache M, Negreanu-Pirjol T, Dumitraşcu F, Drăghici C, Călinescu M. Synthesis, characterization and biological activity of new Ni (II), Pd (II) and Cr(III) complex compounds with chlorhexidine. J Serb Chem Soc. 2018;83(3):271–284. [Google Scholar]
- Mikhaylina A, Ksibe AZ, Scanlan DJ, Blindauer CA. Bacterial zinc uptake regulator proteins and their regulons. Biochem Soc Trans. 2018;46(4):983–1001. doi: 10.1042/BST20170228. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Miyoshi Y, Tanabe S, Suzuki T. Cellular zinc is required for intestinal epithelial barrier maintenance via the regulation of claudin-3 and occludin expression. Am J Physiol Gastrointest Liver Physiol. 2016;311(1):G105–G116. doi: 10.1152/ajpgi.00405.2015. [DOI] [PubMed] [Google Scholar]
- Nakajima E, Hammond KB, Shearer TR, Azuma M. Activation of the mitochondrial caspase pathway and subsequent calpain activation in monkey RPE cells cultured under zinc depletion. Eye. 2014;28(1):85. doi: 10.1038/eye.2013.239. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Nakatogawa H. Spoon-feeding ribosomes to autophagy. Mol Cell. 2018;71(2):197–199. doi: 10.1016/j.molcel.2018.07.003. [DOI] [PubMed] [Google Scholar]
- Oh CS, Carrington JC. Identification of essential residues in potyvirus proteinase HC-Pro by site-directed mutagenesis. Virology. 1989;173(2):692–699. doi: 10.1016/0042-6822(89)90582-5. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ono Y, Saido TC, Sorimachi H. Calpain research for drug discovery: challenges and potential. Nat Rev Drug Discov. 2016;15(12):854. doi: 10.1038/nrd.2016.212. [DOI] [PubMed] [Google Scholar]
- Oriaifo SE. Effect of a poly-pill of metformin, artesunate and esomeprazole low-dose (Meald) combination in prevention of malaria and selected metabolic syndrome criteria. World J Pharm Life Sci. 2018;4(4):01–10. [Google Scholar]
- Paireder M, Mehofer U, Tholen S, Porodko A, Schähs P, Maresch D, et al. The death enzyme CP14 is a unique papain-like cysteine proteinase with a pronounced S2 subsite selectivity. Arch Biochem Biophys. 2016;603:110–117. doi: 10.1016/j.abb.2016.05.017. [DOI] [PubMed] [Google Scholar]
- Parvez MK, Khan AA. Molecular modeling and analysis of hepatitis E virus (HEV) papain-like cysteine protease. Virus Res. 2014;179:220–224. doi: 10.1016/j.virusres.2013.11.016. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Patrinoiu G, Patron L, Carp O, Stanica N. Thermal behaviour of some iron (III) complexes with active therapeutically biguanides. J Therm Anal Calorim. 2003;72(2):489–495. [Google Scholar]
- Perry DK, Smyth MJ, Stennicke HR, Salvesen GS, Duriez P, Poirier GG, Hannun YA. Zinc is a potent inhibitor of the apoptotic protease, caspase-3 a novel target for zinc in the inhibition of apoptosis. J Biol Chem. 1997;272(30):18530–18533. doi: 10.1074/jbc.272.30.18530. [DOI] [PubMed] [Google Scholar]
- Pham CT, Ley TJ. Dipeptidyl peptidase I is required for the processing and activation of granzymes A and B in vivo. Proc Natl Acad Sci. 1999;96(15):8627–8632. doi: 10.1073/pnas.96.15.8627. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Pogorzelska A, Żołnowska B, Bartoszewski R. Cysteine cathepsins as a prospective target for anticancer therapies—current progress and prospects. Biochimie. 2018;151:85–106. doi: 10.1016/j.biochi.2018.05.023. [DOI] [PubMed] [Google Scholar]
- Prugnard E, Noel M (1996) Chemistry and structure-activity relationships of biguanides. In: Oral antidiabetics. Springer, Berlin, pp 263–285
- Rawlings ND (2017) Using the MEROPS database for investigation of lysosomal peptidases, their inhibitors, and substrates. Lysosomes, 213–226 [DOI] [PubMed]
- Refat MS, Al-Azab FM, Al-Maydama HM, Amin RR, Jamil YM, Kobeasy MI. Synthesis, spectroscopic and antimicrobial studies of La (III), Ce(III), Sm(III) and Y (III) Metformin HCl chelates. Spectrochim Acta A. 2015;142:392–404. doi: 10.1016/j.saa.2015.01.096. [DOI] [PubMed] [Google Scholar]
- Reiser J, Adair B, Reinheckel T. Specialized roles for cysteine cathepsins in health and disease. J Clin Investig. 2010;120(10):3421–3431. doi: 10.1172/JCI42918. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Roh HC, Collier S, Guthrie J, Robertson JD, Kornfeld K. Lysosome-related organelles in intestinal cells are a zinc storage site in C. elegans. Cell Metab. 2012;15(1):88–99. doi: 10.1016/j.cmet.2011.12.003. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Rybicka JM, Balce DR, Khan MF, Krohn RM, Yates RM. NADPH oxidase activity controls phagosomal proteolysis in macrophages through modulation of the lumenal redox environment of phagosomes. Proc Natl Acad Sci. 2010;107(23):10496–10501. doi: 10.1073/pnas.0914867107. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Schechter I. Mapping of the active site of proteases in the 1960 s and rational design of inhibitors/drugs in the 1990s. Curr Protein Pept Sci. 2005;6(6):501–512. doi: 10.2174/138920305774933286. [DOI] [PubMed] [Google Scholar]
- Schechter I, Berger A. On the active site of proteases. III. Mapping the active site of papain; specific peptide inhibitors of papain. Biochem Biophys Res Commun. 1968;32(5):898–902. doi: 10.1016/0006-291x(68)90326-4. [DOI] [PubMed] [Google Scholar]
- Schornberg K, Matsuyama S, Kabsch K, Delos S, Bouton A, White J. Role of endosomal cathepsins in entry mediated by the Ebola virus glycoprotein. J Virol. 2006;80(8):4174–4178. doi: 10.1128/JVI.80.8.4174-4178.2006. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Schottel BL, Chifotides HT, Dunbar KR. Anion-π interactions. Chem Soc Rev. 2008;37(1):68–83. doi: 10.1039/b614208g. [DOI] [PubMed] [Google Scholar]
- Sendler M, Weiss FU, Golchert J, Homuth G, van den Brandt C, Mahajan UM, et al. Cathepsin B-mediated activation of trypsinogen in endocytosing macrophages increases severity of pancreatitis in mice. Gastroenterology. 2018;154(3):704–718. doi: 10.1053/j.gastro.2017.10.018. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Seren S, Abouzaid MR, Eulenberg-Gustavus C, Hirschfeld J, Soliman H, Jerke U, et al. Consequences of cathepsin C inactivation on membrane exposure of proteinase 3, the target antigen in autoimmune vasculitis. J Biol Chem. 2018;293:12415. doi: 10.1074/jbc.RA118.001922. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Shahabadi N, Heidari L. Synthesis, characterization and multi-spectroscopic DNA interaction studies of a new platinum complex containing the drug metformin. Spectrochim Acta A. 2014;128:377–385. doi: 10.1016/j.saa.2014.02.167. [DOI] [PubMed] [Google Scholar]
- Sharma SS, Dietz KJ, Mimura T. Vacuolar compartmentalization as indispensable component of heavy metal detoxification in plants. Plant Cell Environ. 2016;39(5):1112–1126. doi: 10.1111/pce.12706. [DOI] [PubMed] [Google Scholar]
- Sharma TS, Joyce E, Wasko MCM. Anti-malarials: are there benefits beyond mild disease? Curr Treat Opt Rheumatol. 2016;2(1):1–12. [Google Scholar]
- Sharma TS, Wasko MCM, Tang X, Vedamurthy D, Yan X, Cote J, Bili A. Hydroxychloroquine use is associated with decreased incident cardiovascular events in rheumatoid arthritis patients. J Am Heart Assoc. 2016;5(1):e002867. doi: 10.1161/JAHA.115.002867. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sijwali PS, Rosenthal PJ (2016) The proteolytic repertoire of malaria parasites. Adv Malar Res 325
- Slotta KH, Tschesche R (1929) Über Biguanide, II.: Die blutzucker-senkende Wirkung der Biguanide. Berichte der deutschen chemischen Gesellschaft (A and B Series) 62(6):1398–1405
- Steiger MG, Patzschke A, Holz C, Lang C, Causon T, Hann S, et al. Impact of glutathione metabolism on zinc homeostasis in Saccharomyces cerevisiae. FEMS Yeast Res. 2017 doi: 10.1093/femsyr/fox028. [DOI] [PubMed] [Google Scholar]
- Sudhamalla B, Yadaiah M, Ramakrishna D, Bhuyan AK. Cysteine protease attribute of eukaryotic ribosomal protein S4. Biochim Biophy Acta (BBA) 2012;1820(10):1535–1542. doi: 10.1016/j.bbagen.2012.05.001. [DOI] [PubMed] [Google Scholar]
- Sweeney D, Raymer ML, Lockwood TD. Antidiabetic and antimalarial biguanide drugs are metal-interactive antiproteolytic agents. Biochem Pharmacol. 2003;66(4):663–677. doi: 10.1016/s0006-2952(03)00338-1. [DOI] [PubMed] [Google Scholar]
- Taggart C, Mall MA, Lalmanach G, Cataldo D, Ludwig A, Janciauskiene S, et al. Protean proteases: at the cutting edge of lung diseases. Eur Respir J. 2017;49(2):1501200. doi: 10.1183/13993003.01200-2015. [DOI] [PubMed] [Google Scholar]
- Taylor S, Ninjoor V, Dowd DM, Tappel AL. Cathepsin B2 measurement by sensitive fluorometric ammonia analysis. Anal Biochem. 1974;60(1):153–162. doi: 10.1016/0003-2697(74)90140-7. [DOI] [PubMed] [Google Scholar]
- Thompson RB, Fierke CA (2017) Measuring and imaging metal ions with fluorescence-based biosensors: speciation, selectivity, kinetics, and other issues. In: Methods in enzymology, vol 589. Academic Press, New York, pp. 281–299 [DOI] [PubMed]
- Turk V, Stoka V, Vasiljeva O, Renko M, Sun T, Turk B, Turk D. Cysteine cathepsins: from structure, function and regulation to new frontiers. Biochim Biophys Acta (BBA) 2012;1824(1):68–88. doi: 10.1016/j.bbapap.2011.10.002. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Verma S, Dixit R, Pandey KC. Cysteine proteases: modes of activation and future prospects as pharmacological targets. Front Pharmacol. 2016;7:107. doi: 10.3389/fphar.2016.00107. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Vernet T, Tessier DC, Chatellier J, Plouffe C, Lee TS, Thomas DY, et al. Structural and functional roles of asparagine 175 in the cysteine protease papain. J Biol Chem. 1995;270(28):16645–16652. doi: 10.1074/jbc.270.28.16645. [DOI] [PubMed] [Google Scholar]
- Vizovišek M, Vidmar R, Van Quickelberghe E, Impens F, Andjelković U, Sobotič B, et al. Fast profiling of protease specificity reveals similar substrate specificities for cathepsins K, L and S. Proteomics. 2015;15(14):2479–2490. doi: 10.1002/pmic.201400460. [DOI] [PubMed] [Google Scholar]
- Vizovišek M, Fonović M, Turk B. Cysteine cathepsins in extracellular matrix remodeling: extracellular matrix degradation and beyond. Matrix Biol. 2018 doi: 10.1016/j.matbio.2018.01.024. [DOI] [PubMed] [Google Scholar]
- Wang F, Krai P, Deu E, Bibb B, Lauritzen C, Pedersen J, et al. Biochemical characterization of Plasmodium falciparum dipeptidyl aminopeptidase 1. Mol Biochem Parasitol. 2011;175(1):10–20. doi: 10.1016/j.molbiopara.2010.08.004. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wessels I, Maywald M, Rink L. Zinc as a gatekeeper of immune function. Nutrients. 2017;9(12):1286. doi: 10.3390/nu9121286. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Whitaker JR, Bender ML. Kinetics of papain-catalyzed hydrolysis of α-N-benzoyl-l-arginine ethyl ester and α-N-benzoyl-L-argininamide1. J Am Chem Soc. 1965;87(12):2728–2737. doi: 10.1021/ja01090a034. [DOI] [PubMed] [Google Scholar]
- Woo LC, Yuen VG, Thompson KH, McNeill JH, Orvig C. Vanadyl–biguanide complexes as potential synergistic insulin mimics. J Inorg Biochem. 1999;76(3–4):251–257. doi: 10.1016/s0162-0134(99)00152-x. [DOI] [PubMed] [Google Scholar]
- Wu H, Esteve E, Tremaroli V, Khan MT, Caesar R, Mannerås-Holm L, et al. Metformin alters the gut microbiome of individuals with treatment-naive type 2 diabetes, contributing to the therapeutic effects of the drug. Nat Med. 2017;23(7):850. doi: 10.1038/nm.4345. [DOI] [PubMed] [Google Scholar]
- Wurtz A. On Papaine; a new contribution to the history of soluble ferments. Am J Pharm. 1881;1835–1907:75. [Google Scholar]
- Xu H, Ren D. Lysosomal physiology. Annu Rev Physiol. 2015;77:57–80. doi: 10.1146/annurev-physiol-021014-071649. [DOI] [PMC free article] [PubMed] [Google Scholar]