- 1Department of Chemistry, Colorado State University, Fort Collins, CO, United States
- 2Department of Biological Sciences, King Faisal University, Al-Ahsa, Saudi Arabia
- 3Department of Life Sciences and Chemistry, Jacobs University, Bremen, Germany
- 4Cell and Molecular Biology Program, Colorado State University, Fort Collins, CO, United States
- 5Department of Biomedical Sciences, Colorado State University Fort Collins, Fort Collins, CO, United States
Mono substituted heteropolyoxidovanadates, when compared to effects of a corresponding isopolyoxidovanadate (POV), were found to be more effective initiators of signal transduction by a G protein-coupled receptor (GPCR), specifically the luteinizing hormone receptor (LHR). Here we report that LHRs signal productively when CHO cells expressing the receptor are treated with two heteropolyoxidovanadates PtIV in monoplatino(IV)nonavanadate(V) ([H2PtVIVV9O28]5-, V9Pt), and MoIV in monomolybdo(VI)nonavanadate(V) (Mo[VIVV9O28]5-, V9Mo). Both substituted decavanadate derivatives were more effective than decavanadate which is more charged, has greater stability and forms the [V10O28]6- anion (V10) in cell culture medium at pH 7.4. For viable CHO cells expressing 10 k or 32 k LHR/cell and treated with 11 μM V9Pt and 13 μM V9Mo, mono substituted heteropolyoxidovanadates significantly decreased the packing of plasma membrane lipids for about 1 h. This brief change in membrane structure was accompanied by increased aggregation of LHR and cell signaling as indicated by increased intracellular levels of cAMP. More pronounced changes in lipid packing and LHR signaling were associated with short acting heteropolyoxidovanadates than with the more stable V10. When LHR was overexpressed, V9Pt and V9Mo had little or no effect on membrane lipid packing or receptor aggregation and the LHR was constitutively activated as indicated by elevated intracellular cAMP levels. Speciation of V9Pt and V9Mo in H2O and cell medium was monitored using 51V NMR spectroscopy and confirmed that V9Pt and V9Mo had greater effects on CHO cells despite decomposing more rapidly in the cell growth medium. Thus, under conditions that promote CHO cell growth, V9Pt and V9Mo, despite their smaller molecular charge and their reduced stability, favor LHR signaling over that induced by V10. Importantly, under the same experimental conditions, CHO cells treated with V9Pt and V9Mo do not exhibit as strong toxic effects observed for cells treated with the longer lived V10. In summary, unlike the longer lived V10 which is more growth inhibitory to cells, monosubstituted heteropolyoxidovanadates are more effective in transiently initiating signaling by a G protein-coupled receptor but, because of rapid hydrolysis, inhibit cell growth less.
1 Introduction
Polyoxidovanadates (POVs) are oxo-clusters containing octahedral vanadium metal ions vanadium oxo-cluster building blocks. These clusters are classified as homo- or heteropolyoxovanadates now also known as heteropolyoxidovanadates depending on whether their metal ion content is solely vanadium or vanadium with other metal ions. Isopolyoxidovanadates have specific nuclearities such as one, two, four, five, ten, 12 and 18 (Pope, 1983; Pope and Müller, 1991; Crans, 1994; Hill, 1998; Crans et al., 2004; Hayashi, 2011; Bijelic et al., 2019; Treviño and Diaz, 2020; Pessoa et al., 2021) and properties such as stability and redox potential that vary depending on their structures. Replacement of one of the metal ion with another metal provides a number of novel heteropolyoxidovanadates molecules with a wide range of properties. Recently studies of POVs (Mutlu et al., 2017; Samart et al., 2018; Sánchez-Lara et al., 2018; Treviño and Diaz, 2020; Treviño and González-Vergara, 2019; Aureliano et al., 2021; Aureliano et al., 2022) have shown that the anions were highly active and had biological properties that differed from the parent homopolyoxidometalate. Although some information is available on the interactions of isopolyoxidometalates with enzymes with distinct selectivity, there is little information comparing the biological effects of the POVs with heteropolyoxidovanadates and no consistent patterns identified for their effects (Crans, 1994). As examples, the isopolyoxidovanadates have more potent effects on glycerol-3-phosphate dehydrogenase and 6-phosphogluconate dehydrogenase activity (Crans, 1994), isopolyoxidomolybdates are more potent in their effects on glucose-6-phosphate dehydrogenase (Crans, 1993) and the heteropolyoxidovanadates are most potent in affecting recombinant and native reverse transcriptase activity (Yamamoto et al., 1992).
In this manuscript, we compare the effects of two monosubstituted isopolymetalates, two (POVs), monomolybdo(VI)nonavanadate(V) ([VIVV9O28]5-, abbreviated V9Mo) and monoplatino(IV)nonavanadate(V) ([H2PtVIVV9O28]5-, abbreviated V9Pt), with those of decavanadate ([V10O28]6−, abbreviated V10) on activation of luteinizing hormone receptors (LHR) expressed in Chinese hamster ovary (CHO) cells, a eukaryotic cell line. Comparing polyoxidometalates V9Pt and V9Mo effects on a eukaryotic cell membrane with V10 is important because it begins to address structural features of these molecules necessary for their selective interaction with cell membranes is an isopolyoxidometalate that consists of ten octahedral vanadium (V) atoms, eight of which are bound to one terminal oxo ligand and five of those sharing oxygens in their octahedra (Figure 1) (Crans et al., 1994; Crans and Willsky, 1997; Aureliano and Crans, 2009). The last two vanadium atoms are internal and have six bridging oxygens in their octahedra. The V10 structure is a compact ion and has the dimensions of 5.8 Å × 7.8 Å × 8.4 Å (Crans et al., 1994). Although the two POVs used in these studies are structurally similar to V10, the replacement of one vanadium atom with either PtIV and MoVI results in a molecule with a different charge distribution and lower symmetry compared to the all-V-containing V10 (Figure 1). In the V9Pt cluster, one of the two internal vanadium atoms is replaced by a platinum(IV) atom (Figure 1) and the charge on the V9Pt ion is minus five due to the exchange of one central addenda site by a PtIV ion. The dimensions of V9Pt (5.5 Å × 7.7 Å × 8.5 Å) are similar to those of the V10, calculated from XRD data (Crans et al., 1994; Uk Lee et al., 2008). The crystal structure shows the complex with a C2v point group symmetry, with two protons found on the polyanion located on oxygens bridging Pt and V (Uk Lee et al., 2008). These protons are key for the formation of a dimer, [H4(PtIVV9O28)2]10−, through four O-H⋅⋅⋅O hydrogen bonds. Although hydrogen bonds between two V9Pt ions persist at ambient temperature after dissolving the polyanion salt in water, heating results in discrete V9Pt ions (Uk Lee et al., 2008; Dugar et al., 2016). In the V9Mo cluster, one of the surface vanadium atoms on the cluster is replaced by molybdenum (Sánchez-Lombardo et al., 2016). Single-crystal X-ray analysis of the polyoxidometalate [(CH3)4N]4 [H2MoV9O28]CI⋅6H2O] has indicated that the molybdenum atom can occupy four different “capping” metal atom positions (Strukan et al., 1997). Although this structure is not deposited in the Cambridge Crystal Structure Database, we assume that the POM dimensions are very similar, because the Mo–O and V–O bond lengths are close in lenth. Despite the different molecular composition, the spectroscopic properties of V9Pt, V9Mo and V10 vary as do their solubility and stability in the cell growth medium used in these studies.
FIGURE 1. Polyhedral representations of [VO4]2− (V1) [V10O28]6− (V10) [H2PtV9O28]5− (V9Pt) and [MoVIV9O28]5− (V9Mo) showing molecular differences in these compounds at pH 7.4. The Pt is shown in maroon and the Mo is shown in green in the molecular structures.
Vanadium coordination complexes have been the focus of recent work in cell systems (Scalese et al., 2019; Treviño and Diaz, 2020; Pessoa et al., 2021; Loizou et al., 2021, He et al., 2020; Biswas et al., 2022; Ferretti and León, 2022; Ribeiro et al., 2022; Semiz, 2022; Althumairy et al., 2020a; Sahu et al., 2022). Our group has shown that bismaltolatodioxovanadium(IV) (BMOV) and polyoxidovanadates are able to initiate signaling by the luteinizing hormone receptor (LHR), a G-protein coupled receptor (GPCR) (Roess et al., 2008; Crans et al., 2011; Winter et al., 2012; Al-Quatati et al., 2013; Althumairy et al., 2020b; Althumairy et al., 2020c; Althumairy et al., 2020d; Samart et al., 2020). The hydrophobic coordination complexes appear to initiate LHR signaling through interactions of the coordination complex with the external surface of the cell membrane and potential penetration of the complex into the lipid bilayer (Althumairy et al., 2020a; Samart et al., 2020, Winter et al., 2012; Crans et al., 2022). V10 is one of the POVs that has been found to be particularly potent in activation of LHR (Althumairy et al., 2020c) and the Type I Fc receptor (FcRI) (Al-Quatati et al., 2013). V10, part of a class of polyoxometalates (polyoxidometalate) which are anionic metal-oxo clusters, has potential applications in the field of medicine (Pope and Müller, 1994; Rhule et al., 1998; Hasenknopf, 2005; Bijelic et al., 2018; Bijelic et al., 2019). Decametalates have anticancer and antidiabetic effects in eukaryotic cell lines and tissues and inhibit the growth of prokaryotic Mycobacterium tuberculosis mc2 6,230 (M. tb) and Mycobacterium smegmatis mc2 155 (M. smeg is now reclassified as a Mycolicibacterium) (Aureliano et al., 2021; Aureliano et al., 2022). Interestingly, in bacterial cell lines, inhibitory growth effects of V10 were greater than the effects of the known potent phosphatase inhibitor monovanadate (V1) (Figure 1) (Samart et al., 2018; Kostenkova et al., 2021). The wide range of biological effects of decametalates in prokaryotic and eukaryotic cells motivates further work with these compounds given their potential pharmacologic value.
One mechanism of action used by several reported V-compounds is initiated through interactions of vanadium compounds with eukaryotic cell membranes either through intercalation or interactions at the membrane interface to alter the packing of plasma membrane lipids. Changes in lipid packing, in turn, drive the reorganization of the LHR in the membrane with receptors becoming concentrated in plasma membrane microdomains which function as signaling platforms for the receptor (Samart et al., 2018; Samart et al., 2020). Upon LHR aggregation, necessary for signal transduction by functional LHR, the receptor initiates intracellular signaling, producing elevated intracellular levels of cAMP (Smith et al., 2006; Wolf-Ringwall et al., 2011). In the case of V10, the mechanism of action is not likely to involve penetration or direct interaction of V10 at the membrane interface because the highly charged V10 polyanion remains outside the membrane. Of interest here are the biological effects of similar decametalates and, importantly, whether the lower charged V9Mo and V9Pt are capable of initiating albeit indirectly, LHR activation despite reduced stability compared to V10 in the eukaryotic cell medium.
2 Materials and methods
2.1 General materials
CHO-K1 cells were a kind gift from Dr. Takamitsu Kato at Colorado State University. Dulbecco’s Modified Eagle medium (DMEM) with added geneticin was purchased from Corning Cellgro. Cell medium also contained penicillin/streptomycin and l-glutamine purchased from Gemini Bio-Products (West Sacramento, CA) and fetal bovine serum (FBS) purchased from Atlas Biologicals (Fort Collins, CO). The 100X MEM non-essential amino acid solution, sodium metavanadate (NaVO3) and bovine albumin were from Sigma-Aldrich (St. Louis, MO). Trypsin-EDTA (0.25%) was supplied by Fisher Scientific Co. (Pittsburgh, PA), Optimal-MEM was obtained from Life Technologies (Carlsbad, CA). Glass-bottom cell culture dishes (CA35 mm diameter) used for optical measurements were obtained from In Vitro Scientific (Sunnyvale, CA).
NaVO3 and sodium molybdate (Na2MoO4) were purchased from Sigma Aldrich and used without purification. Monoplatinononavanadate ([H2PtV9O28]5-, abbreviated V9Pt) the sodium salt was prepared as reported previously (Na5 [H2PtV9O28]⋅21H2O) (Uk Lee et al., 2008; Kostenkova et al., 2021). The peaks observed in 51V NMR confirm the synthesis of the compound and are identical to those reported in the literature (Supplementary Figures S1-S2) (Uk Lee et al., 2008; Kostenkova et al., 2021). Monomolybdononavanadate ([MoV9O28]5-) abbreviated V9Mo) solution was freshly prepared following the reported procedure for the sodium salt (Na5 [MoV9O28]⋅10H2O) (Sánchez-Lombardo et al., 2016; Kostenkova et al., 2021). The peaks observed in 51V NMR confirm the synthesis of the compound and were identical to those reported in the literature (Supplementary Figures S3-S4) (Sánchez-Lombardo et al., 2016; Kostenkova et al., 2021). The pH in NMR speciation experiments was adjusted by using either 0.1 M HCl or 0.1 M NaOH prepared in doubly deionized water (DDI) water.
2.2 Methods
2.2.1 NMR spectra
All NMR spectra were recorded using a Bruker NMR spectrometer at 105.2 MHz for 51V, and a Varian NMR spectrometer at 131.5 MHz for 51V at ambient temperature. Varian 500 MHz NMR spectrometer was manually calibrated by using a 5 mm broadband probe. The 51V NMR spectra were recorded in DDI water (controls) and DMEM medium to determine speciation of V9Mo and V9Pt at several time-points (0, 1, 5, 24, 30 and 48 h) during the experiment. The 51V NMR spectra were recorded using the following parameters: 4,096 scans in the f1 domain, 0.01 s relaxation delay, O1p = –500 ppm, SW = 900 ppm, and a 16 µs pulse in a 45° pulse angle without lock and shimming turned on. The 51V NMR spectra were reported relative to neat VOCl3 at 0 ppm but experimentally referenced against an NaVO4 solution at pH 12 (two signals one for V1 at –535.7 ppm and the other for V2 at –560.4 ppm) as an external reference) (Samart et al., 2018; Althumairy et al., 2020c). The MestreNova NMR processing software (version 14.0.1) was used for data processing.
2.2.2 Preparation of the stock solutions for speciation studies
The stock solution of V9Pt (2.0 mM) was prepared by dissolving solid (0.0140 g, 0.0100 mmol) Na5 [H2PtV9O28]·21H2O in 5.00 ml DDI water. The stock solution of V9Mo (2.0 mM) was prepared by using the desired volumes of DDI water and a 100 mM V9Mo stock solution; the pH was adjusted to 5.0 by a dropwise addition of 0.1 M NaOH and 0.1 M HCl. The 1.0 mM control solutions of V9Mo and V9Pt were prepared by mixing 1,000 µL of the appropriate 2.0 mM stock solution with 1,000 µL of DDI H2O. The 1.0 mM solutions of V9Mo and V9Pt in serum-free media prepared using the same method from 500 ml of DMEM, 5.0 ml of each penicillin/streptomycin, 100x non-essential amino acid solution, and L-glutamine solution. The pH of all solutions was measured at each indicated time-points (0, 1, 5, 24, 30 and 48 h) to determine possible changes in vanadium speciation during the 48h period of the experiment.
2.2.3 Preparation of the 1.0 mM V9Pt solution with 0.11 M NaCl and 0.0054 M KCl for speciation studies
The 1.0 mM stock solution of V9Pt with 0.11 M NaCl and 0.0054 M KCl was prepared by dissolving solid Na2 [H2PtV9O28]·21H2O (0.0070 g, 5.0 mmol), NaCl (0.032 g, 0.55 mmol) and KCl (0.0020 g, 0.027 mmol) in 90% H2O/10% D2O (4.5 ml DDI H2O/0.5 ml D2O). The pH of the solution was adjusted to 7 (pH = 7.4) with 0.05 M NaOH. The pH of the sample was measured at several time-points (0, 1, 5, 24, 30 and 48 h) to determine the changes in vanadium speciation over 48 h.
2.2.4 Effects of V9Pt and V9Mo on CHO cell viability
Cell growth was assessed using a resazurin-based fluorometric assay and serial diluted stock solutions of V9Pt and V9Mo into DMEM cell media as previously described (Althumairy et al., 2020c). Approximately 20,000 cells/well were seeded in 96-well plates in 100 µL free serum media. Cells were allowed to attach to plate surfaces for 3 h and then treated with solutions of 1.0, 5.0, 10, 50 or 100 µM of V9Pt or V9Mo together with 10% resazurin for 3 h to obtain a baseline value for cell viability (t = 0). A separate population of cells in 96 well plates were similarly treated for 12 h before the addition of 10% resazurin followed by an additional 3 h incubation (t = 15 h). Fluorescence measurements at t = 0 and t= 15 h were made using an excitation wavelength of 530 nm and measurement of fluorescence emission at 590 nm. The compound concentration where cell viability was 50% of the cell number at t = 0 was designated as the IC50 and was estimated by curve fitting to log values for both V9Pt and V9Mo (data not shown) to be 12.9 μM for V9Pt and 10.8 μM for V9Mo. The concentrations of V9Pt and V9Mo used in subsequent cell experiments, 10 μM and 8 μM, respectively, were less than the IC50 values for each compound and were concentrations that were efficacious without causing high levels of cell death during the cell treatment.
2.2.5 V9Pt and V9Mo effects on CHO cell membrane lipid order
An environmentally sensitive styryl dye, di-4-ANEPPDHQ, was used to evaluate effects of V9Pt and V9Mo on membrane lipid order. This approach has been described in detail previously (Althumairy et al., 2020c). Briefly, CHO cells (0.5 ml) grown to at least 80% confluence in 50 ml cell culture flasks and treated with 1.0 ml trypsin-EDTA (0.25%) for 3 min were placed in a 35 mm glass-bottom Petri dish. After 12 h, cells were washed twice with phosphate-buffered saline (PBS) at pH 7.3 and then incubated in cell medium alone or in medium containing 10 μM V9Pt or 8 μM V9Mo. At time 0, a Petri dish containing CHO cells was labeled for 15 min with 200
FIGURE 2. Membrane lipid order is shown in CHO cells treated with V9Mo Panel (A) and V9Pt Panel (B). Results were obtained from the emission ratio of Di-4-ANEPPDHQ at 640/545 nm with excitation at 488 nm. A decrease in lipid order was indicated by increased emission at 640 nm relative to emission at 545 nm. The effects of washing cells with PBS a second (2 x) and third (3 x) time on lipid order was assessed at time 0 for both V9Mo and V9Pt. A second wash (2 x) increased lipid order and three washes (3 x) increased lipid order to values seen in untreated cells.
2.2.6 LHR aggregation determined by Polarized homo-fluorescence resonance energy transfer
The extent of LHR aggregation was determined using polarized homo-transfer fluorescence resonance energy transfer methods (referred to as homo-FRET) and performed as previously described (Althumairy et al., 2020c). Cells grown as described above were plated in 35 mm glass-bottom Petri dishes and allowed to attach to the glass surface for 12 h. Cells were then washed with PBS at pH 7.3 and treated for 10 h with solutions containing either 10
2.2.7 Intracellular cAMP levels in V9Pt- and V9Mo-treated cells
Fluorescence assays of intracellular cyclic adenosine mono-phosphate (cAMP) were performed using a cAMP reporter ICUE3 expressed in CHO cells from an ICUE3 plasmid provided by Dr. Jin Zhang (DiPilato and Zhang, 2009) and methods in our laboratory that have been previously described in detail (Althumairy et al., 2020c). After transfection of CHO cells with the ICUE3 plasmid, images were acquired from cells in PBS to establish baseline levels of intracellular cAMP. The cell medium was then exchanged with solutions containing 10
3 Results
3.1 Effects of V9Mo and V9Pt on lipid order in CHO cell plasma membranes
In initial experiments, we evaluated whether the water-soluble transition metal monosubstituted POVs, V9Pt or V9Mo, both less charged than V10, had similar effects to those of V10 on membrane lipid order. We have previously shown that V10 decreases membrane lipid order in CHO cells for over 6 h (Althumairy et al., 2020c). Most previously investigated V-compounds are more hydrophobic coordination complexes and hence penetrate the membrane when exerting their function (Winter et al., 2012; Althumairy et al., 2020b), However, we found that in addiiton to V10, V14 ((K(NH4)4 [H6V14O38(PO4)]11H2O)) and V15 ([(CH3)4N]6 [V15O36(Cl)]) had effects on membrane lipid order (Althumairy et al., 2020c). Initially we evaluated IC50 values for V9Pt or V9Mo and, based on the IC50, selected a lower concentration for each compound for use in subsequent experiments (Table 1). Lipid order in treated cells was decreased compared to untreated cells as indicated by an increase in the ratio of emission of di-4-ANEPPDHQ at 640/545 nm. After one washing of cells to remove excess V9Pt or V9Mo, lipid packing was evaluated at one or 3 h. At 1 h, lipid packing had returned to baseline values which suggests that V9Mo and V9Pt effects on membrane lipid order were short lived. These results contrasted sharply with similar experiments with V10 where a single washing of V10 treated cells did not markedly affect membrane lipid order for at least 6 h (Althumairy et al., 2020c).
TABLE 1. Calculated values for the IC50 in Chinese Hamster Ovary (CHO) cells treated with V9Pt and V9Mo.
Because effects on membrane lipid order for V9Pt and V9Mo were short-lived, we evaluated the extent of V9Pt and V9Mo association with the membrane further by washing cells two additional times at time 0 as shown in Figure 2. Washing cells three times increased lipid packing to baseline values for both V9Pt- and V9Mo-treated cells indicating that these POVs exerted effects on membrane lipids while being only weakly associated with the cell membrane.
3.2 Aggregation of LHR
Effects of V9Pt and V9Mo treatment on LHR aggregation were examined using CHO cell lines stably expressing different levels of LHR receptors in the plasma membranes: 10,000 LHR, 32,000 LHR, 122,000 LHR or 560,0000 LHR, respectively (Figure 3 and Supplementary Figure S6). When cells expressed 10,000 or 32,000 LHR per cell, preincubation of cells with 10 µM V9Pt or 8 µM V9Mo produced significant aggregation of LHR and decreased lipid order in CHO cell membranes. As we have seen previously (Althumairy et al., 2020d), cells expressing higher, non-physiological numbers of LHR per cell have LHRs that are extensively aggregated. For cells with 122,000 LHR per cell, V9Mo and V9Pt caused modest but significant effects on receptor aggregation. For cells expressing 560,000 LHR per cell, there was no further aggregation of LHR when cells were treated with either V9Pt or V9Mo suggesting that the constitutive LHR aggregation due to receptor overexpression on untreated cells was not affected by changes in lipid order as has been previously observed.
FIGURE 3. Data for treatment of the initial anisotropy measured for eYFP covalently linked to LHR using polarized homo-FRET methods was obtained by replotting data obtained in this work shown in Supplementary Figure S6 and combined with previous reported results (Althumairy et al., 2020c). The data is normalized relative to controls which were set to 1.0. Values for initial anisotropy less than 1.0 are indicative of LHR aggregation after treatment with V9Pt and V9Mo (this work) or with hCG, V1, V10, V14 or V15 as determined previously (Althumairy et al., 2020c). Pre-treatment of cells with hCG, V1, V9Pt, V9Mo, V10, V14 or V15 decreased values for initial anisotropy for LHR on cells expressing 10,000 or 32,000 LHR per cell plasma membranes. V9Mo and V9Pt had similar effect on LHR aggregation as did hCG and V10. When cells expressed non-physiologically high numbers of LHR per cell (122,000 LHR/cell), receptors were already extensively aggregated. The conditions hCG, V9Pt, V9Mo, V10, V14, and V15 increased receptor aggregation while V1 had no statistically significant effect on receptor clustering. There were no statistically significant effects of any treatment when CHO cells expressed 560,000 LHR per cell.
In Figure 3 the data from Supplementary Figure S6 on the effects of V9Pt and V9Mo treatment on LHR aggregation was replotted with previously reported data for cells expressing 10,000, 32,000, 122,000 or 560,000 LHR per cell and treated with V1, V10, V14 ((K(NH4)4 [H6V14O38(PO4)]11H2O)) and V15 (([(CH3)4N]6 [V15O36(Cl)])) (Althumairy et al., 2020c). The control values (untreated cells) were very similar and Figure 7 shows that the initial anisotropies with V9Pt or V9Mo treatment were similar to those previously reported for V10-treated cells. Interestingly, V9Pt, V9Mo and V10 are less effective when CHO cells express lower LHR receptor numbers per cell compared to the larger multivalent oxidometalates V14 and V15. For CHO cells with higher LHR receptor numbers, the effects of these compounds are similar. This may be due simply to pre-existing and extensive clustering of LHR when receptor numbers are high; membrane aggregation as evaluated here or, for example, binding of human chorionic gonadotropin (hCG) to the receptor (Althumairy et al., 2020c) which has no notable effects on cells where receptors were already highly aggregated.
3.3 Effects of V9Mo and V9Pt on cAMP levels in CHO cells
A low intracellular level of cAMP is indicated by a low CFP/YFPSE emission ratio. As shown in Figure 4, when examining cells expressing 10,000 LHR per cell, the increase in intracellular cAMP was most apparent with V9Mo or V9Pt treatment. Untreated receptors exhibit low basal levels of intracellular cAMP as indicated by the low ratio of CFP/YFPSE. However, as the number of LHR receptors increased the ratio of CFP/YFPSE increased showing that the levels of intracellular cAMP in untreated cells increases with increasing numbers of LHR per cell. Treating cells with either V9Mo or V9Pt significantly increased intracellular cAMP levels in CHO cells expressing 10,000 and 32,000 LHR expressed per cell. When cells overexpressed LHR, as shown in the experiments with either 122,000 or 560,000 LHR per cell, the addition of V9Mo and V9Pt had little or no effect on intracellular cAMP levels which were already high. These overexpressed receptors are pre-clustered, presumably due to high expression levels in the cell membrane, and, as a result, constitutively active as indicated by high levels of intracellular cAMP in untreated cells.
FIGURE 4. The effects of LHR numbers per cell on intracellular cAMP levels in the absence (untreated) or in the presence of cells treated with hCG, V1, V9Pt, V9Mo, V10, V10, V14 or V15. Data obtained in this work or reported previously (Althumairy et al., 2020c) is normalized with respect to the control value (1.0). An increase in intracellular cAMP is indicated by reduced energy transfer between CFP and YFP (YFPSE) upon exposure of ICUE3 to 435 nM light and an increase in the CFP/YFPSE ratio. Data shown from either this work or from a previous study (Althumairy et al., 2020c) are the mean of 25–43 individual measurements.
As shown in Figure 3, exposing CHO cells to either V9Mo or V9Pt caused anisotropy values to decrease, indicating LHR aggregation. There is a relationship between receptor clustering and intracellular levels of cAMP expressed by the CFP/YFPSE emission ratio shown in Figure 4. The increasing basal levels of intracellular cAMP in untreated cells with increasing numbers of LHR per cell were associated with decreasing initial anisotropies and plotted as 1.0. The data for V9Mo or V9Pt was plotted as the percentage of the control. Combining the data determined in this work and shown in Supplementary Figure S7 and plotted in Figure 4 with the data for hCG, V1, V10, V14 and V15-treated CHO cells reported previously (Althumairy et al., 2020c) shows a similar pattern for hCG, V1, V9Pt and V9Mo, V10, V14 and V15-treated cells expressing 10,000, 32, 000, 122,000, or 560,000 LHR per cell. In summary, receptors that were extensively clustered in response to the POVs described in this work or clustered as a result of LHR overexpression, were actively signaling as indicated by high cAMP levels. When considering cells expressing 10,000 LHR per cell, receptors needed to be activated by treatment of one of the V-anions. Figure 4 shows that V9Pt and V9Mo treatment produces a higher level of signaling than either hCG, a naturally occurring ligand for LHR, or any of the other V-containing compounds. Considering that V9Pt and V9Mo hydrolyze quickly, this suggests that signaling happens very quickly after POVs are added to the assay solution. Moreover, the higher toxicity observed with V10 and higher multivalent POVs was not seen with V9Pt and V9Mo. In summary, V9Pt and V9Mo were both more effective in affecting membrane lipid organization and LHR-mediated cell signaling than the more stable, higher charged V10 and multivalent POV. These studies document that monosubstituted isopolymetalates are more efficacious as signaling agents while causing less toxicity than corresponding unsubstituted isopolymetalates.
3.4 Speciation and stability of V9Pt and V9Mo in H2O and DMEM
Transition metal ion monosubstitution breaks the symmetry of V10, resulting in different chemical shifts and relative signal intensities in 51V NMR spectra, such as 2:4:4 in V10 to 1:6:2 in V9Pt. Monosubstitution with PtIV in V10 results in four different types of vanadium atoms, for which two of the 51V signals overlap, generating a total of three signals for the 51V NMR spectrum of V9Pt (VD at -371.0, VE/F at -450.9, and VG at -475.0 ppm) Figure 5. To assess V9Pt speciation over the time course of cell studies, time-dependent 51V NMR speciation studies of both V9Pt and V9Mo clusters were carried out in aqueous solutions and DMEM media at pH ≈ 7.4 over 48 h.
FIGURE 5. 51V NMR spectra of V9Pt in (A) the 1.0 mM aqueous control solution and (B) the 1.0 mM solution in DMEM as a function of time. The signals (in ppm) are assigned to V9Pt as follows: −379 (VD), −445 (VE/F) and −470 (VG), a combined V1 + PV signal (−573), V2 (−571), V4 (−575) and V5 (-584 -592 and -602). The V9Pt signals are identical to those reported in the literature (Kostenkova et al., 2021).
The 51V NMR spectra in Figures 5A, B show that although the speciation of the V9Pt in the aqueous solution with pH of 1.0 mM of V9Pt maintained near pH 7.4 showed limited hydrolysis of PtV9, the addition of PtV9 to DMEM show extensive and immediate hydrolysis (Figure 5; Table 2). Overall, the 51V NMR data indicates that the vanadate (V1), forms rather quickly after dissolution of V9Pt cluster in the media and that V1 is the main component found in the media by the time sample is analyzed by 51V NMR spectroscopy. The lack of stability in the DMEM media could be attributed to either higher pH (pH 7.4 rather than pH 6.6 in the Middelbrook 7H9 broth media used for cultivation of mycobacteria), the higher concentrations of the chloride ions or other components in DMEM media. To determine whether the increased concentration of the chloride anions affects the stability of V9Pt, we carried out a time-dependent 51V NMR speciation experiment over 48 h with the added chloride anions (Supplementary Figure S5). The concentrations of the added NaCl and KCl are identical to those in the DMEM media (0.11 M and 0.0054 M, respectively) which are significantly higher than those in 7H9 media (0.015 M NaCl and 0.0045 mM KCl). The results shows that the speciation of the V9Pt in the aqueous solution with the added chloride anion is indistinguishable from that observed to that in the aqueous control solution (Figures 5A and Supplementary Figure S5, Supplementary Tables S1 and Supplementary Figure S1), indicating that another component of the media causes immediate hydrolysis of V9Pt. Overall, the 51V NMR data indicates that the vanadate oligomers (V1+PV, V2, V4, and V5), rather than the V9Pt cluster are the major species present in the DMEM media very quickly after dissolution of the V9Pt.
TABLE 2. Speciation data of the V9Pt and V9Mo clusters collected at t = 0, 24, and 48 h in 1.0 mM aqueous solutions (V9Pt and V9Mo), aqueous solution with added chloride anions and 1.0 mM solutions in DMEM media. No adjustments have been done to account for the polyoxidovanadates’ hydrolysis.
To determine the speciation and stability of V9Mo, we examined time-dependent 51V NMR speciation over 48 h in H2O and DMEM. The spectra of 1.0 mM of V9Mo are shown in Figure 6. Transition metal ion monosubstitution breaks the symmetry in the V10, resulting in different chemical shifts and relative intensities of the signals (2:4:4 in V10, and 2:2:2:1:2:1 in V9Mo). Monosubstitution with MoVI results in six different types of vanadium atoms with the following chemical shifts: VH at -423 ppm, VI at -494 ppm, VJ at -503 ppm, VK at -513 ppm, VL at -515 ppm, and VM at –523 ppm. Additionally, VH, VI and VJ contain approximately 50% of V9Mo and 50% V10 which was accounted for in all concentration calculations (Kostenkova et al., 2021).
FIGURE 6. 51V NMR spectra of V9Mo in (A) the 1.0 mM aqueous control solution and (B) the 1.0 mM solution in DMEM as a function of time. The signals (in ppm) are assigned (VH, VI, VJ, VK, VL and VM = -423, -494, -503, -513, -515 and –523), the combined V1 + PV (−563) and V2 (−570). The V9Mo peaks are identical to those reported in the literature (Kostenkova et al., 2021).
The results of the spectroscopic studies of 1.0 mM V9Mo aqueous control and 1.0 mM V9Mo solution in DMEM at pH ≈ 7.4 are shown in Figures 6A, B, respectively. The 51V NMR speciation data show that the V9Mo cluster partially hydrolyzes in solution into the phosphovanadate (PV) derivative and vanadium oligomers (PV, V1, V2, V4 and V5) and small quantities of the V9Mo isomer (-326 ppm and –352 ppm). The NMR data show that majority of the V9Mo cluster hydrolyzes in the aqueous control solution at 0 h (17.5% of the sample), generating significant quantities of the phosphovanadate (PV) derivative and vanadate oligomers (74.0%). The amounts of both V9Mo and V1+PV remain unchanged during 48 h. Interestingly, a significant drop in the pH from 7.35 to 6.44 is observed after 1 h, yet it does not affect the stability of V9Mo in an aqueous solution over time. The NMR data in DMEM has shown that most of the V9Mo cluster hydrolyzes immediately in the media with small quantities (0.165 mM) of V9Mo present in solution at 0 h. V9Mo completely hydrolyzes into PV complex and vanadate oligomers (V1—70.0%, V2—2.0%) within 1 h (Figure 6B; Table 2). Overall, the results indicate that PV and vanadate (V1), rather than the V9Mo cluster is the major components present in the media solution; what little V9Mo remained in the media was quickly hydrolyzed.
In Table 2 we also list the speciation carried out and reported previously showing the stability of V10 both in aqueous solution and in media (Althumairy et al., 2020c). The V10 is initially present in both aqueous and media solution, and small amounts are present in aqueous solution and media even at 24 h. This is particularly relevant since some V10 is formed in the solution containing V9Mo, affecting the observed effects by V9Mo because a fraction of the active polyoxidovanadates is not V9Mo. Indeed, V10 is known to exert many different activities including antidiabetic effects (Crans et al., 2019; Feng et al., 2022), mitochondrial function (Aureliano and Ohlin, 2014), having anticancer effects (Bijelic et al., 2018), showing activities against a range of bacteria include mycobacterial tuberculosis (Samart et al., 2018 (Aureliano et al., 2021; Aureliano et al., 2022) and other bacteria (Aureliano and Crans, 2009; Bijelic et al., 2018; Samart et al., 2018; Sánchez-Lara et al., 2018; Aureliano et al., 2021; Aureliano et al., 2022). In some studies, both V1 and V10 have been investigated and V10 was found to be much more potent than V1 (Samart et al., 2018). In this work, we explored the responses of a G coupled-protein receptor (GCPR), LHR, to two classes of water-soluble POMs structurally related to V10, hence two monosubstituted decavanadates (V9Pt and V9Mo). All three POVs have similar core structures but distinct chemical properties due to transition-ion monosubstitution with either PtIV or MoVI which changes formal charges, hydrolytic and redox stability of the compact decametalate. In this work, We compared the all V-atom V10 to monosubstituted decavanadates with potential biological applications with respect to effects on growth inhibition and signaling by a G protein-coupled receptor (Aureliano and Crans, 2009; Althumairy et al., 2020a; Althumairy et al., 2020c; Aureliano et al., 2021). In Table 3 we summarize the observed growth effects of the V9Pt and V9Mo determined in this work and compare them to the effects reported previously on V1 (vanadate monomer), V10 (pure decavanadate), and two multivalent POVs V14 (((K(NH4)4 [H6V14O38(PO4)]11H2O)) and V15 ([(CH3)4N]6 [V15O36(Cl)]) (Althumairy et al., 2020c).
TABLE 3. Calculated values for the IC50 in Chinese Hamster Ovary (CHO) cells treated with V1, V10, V9Pt and V9Mo.
4 Discussion
To attribute the effects of the two POVs and compare their effects to those of V10 and V1 and the two multivalent POVs, we examined the stability and speciation of V9Pt and V9Mo both in aqueous stock solution and DMEM media. We monitored the speciation using 51V NMR spectroscopy and the species forming under the condition of the biological studies are summarized in Table 2. The replacement of one V-atoms in the V10 molecule cause a difference in overall charge from -6 for V10 to -5 for V9Pt and V9Mo whereas the structure of the decametalate remains very similar. Previous work has shown that V9Pt is stable in the acidic bacterial media (Kostenkova et al., 2021) and that V10 partially hydrolyzes in DMEM over 10 h so we were surprised to see that V9Pt hydrolyzed almost immediately in these studies. Similarly, the V9Mo was found to hydrolyze within 1 h at the neutral pH values and medium used in this work which is faster than reported previously (Kostenkova et al., 2021). There are differences in the mediums use for bacterial 7H9 cells and eukaryotic CHO cells with higher Cl− concentrations in 7H9 medium. To determine whether the reduced stability of V9Pt in CHO cell growth medium could be attributed to Cl− concentrations, we carried out time-dependent speciation experiments in an aqueous solution with added chloride anions (Supplementary Figure S5, Supplementary Table S1 and Supplementary Figure S1). The concentration of the added chloride salts produced a solution that was equivalent to that found in DMEM (0.0054 M KCl and 0.11 M NaCl). Since our results have shown that the stability and speciation of V9Pt is identical in aqueous solutions with and without added chloride anions, we conclude that the lower stability of V9Pt in this medium is caused by other factors which may include the various additives used with mediums prepared for 7H9 and CHO cells as well as differences in the medium pH. For CHO cells studies, DMEM is supplemented with penicillin, streptomycin, l-glutamine, and protein-rich fetal bovine serum as well as geneticin to maintain stable expression of LHR in CHO cells. Any one of these additives or some combination of these additives may account for observed differences in V9Pt stability when compared to studies of this molecule in bacterial cells. In addition, the possibility that any such species or a hydrolysis product of the V9Pt or V9Mo is an active species is very unlikely, since such species are not observed by 51V NMR spectroscopy and therefore would be present at very low concentrations and hence very potent if such species was effective in initiating LHR signaling.
Some polyoxidometalates remain intact while others hydrolyze under the conditions of the biological studies, thus, carrying out speciation experiments under biological conditions is crucial to understanding their biological activities (Kiss et al., 2000; Bougie and Bisaillon, 2006; Postal et al., 2016; Levina et al., 2017; Levina and Lay, 2017; Nunes et al., 2021; Pessoa and Correia, 2021). Interestingly, growth inhibition of CHO cells by V9Pt and V9Mo is weaker than the growth inhibition observed for V10-treated cells. A previous study of mixed valence POVs with LHR also investigated their stability and speciation at pH 7.4 using 51V NMR and EPR spectroscopies. (Althumairy et al., 2020c). V15 is particularly interesting in that it contains 7 V (V) and 8 V (IV) and that part of its decomposition involves oxidation to the V15—that is an all V (V) anion (Nunes et al., 2012; Postal et al., 2016). The results have therefore shown that V15 remains intact in DMEM at 0 and 24 h with the trace level of the reduced V (IV) species present until 24 h at ambient temperature EPR spectra (Althumairy et al., 2020c). V14, in contrast, partially hydrolyzes starting at 0 h and is completely hydrolyzed at 24 h, as evidenced in the ambient temperature EPR spectra in DMEM (Althumairy et al., 2020c). The growth inhibition of V9Pt and V9Mo is also weaker than the growth inhibition observed for V14 and V15. This is most readily understood if one considers that V10 and V15 are more stable than V9Pt and V9Mo. In the case of V14, the situation is less obvious because this species easily decomposes. However, because both V9Pt and V9Mo are significantly more potent growth inhibitors than V1, decomposition of these compounds to V1 does not explain their observed effects on cell growth.
In this work, we investigated the effects on lipid order in CHO cells treated with V9Mo and V9Pt after repeated (three times) washings at t = 0. The lipid order was monitored measuring the emission at 640 nm relative to emission at 545 nm followed by excitation of the fluorophore with 488 nm light; decreased ratios is indicative of a decrease in lipid order. A decrease in the emission ratio after the first, the second (2 x) and the third (3 x) wash indicated increased lipid order compared to untreated cells (Figure 2). Because the extent of lipid packing returned to baseline values with repeated cell washing, it appears that these compounds have not penetrated the cells. Various experiments with either one cell wash or repeated cell washings were done previously for V1, VOSO4, BMOV and selected POVs-treated cells. With BMOV and VOSO4 we showed that removing the V-compound with a single wash from cells with a low number of LHR per cell (10,000 LHR/cell) a greater increase in lipid packing was observed for the VOSO4-treated cells compared to BMOV-treated cells (Althumairy et al., 2020a). After 24 h the lipid packing returned to levels near those of untreated cells suggesting that treatment with BMOV and VOSO4 does not cause significant compound internalization.
Although studies using multiple cell washes have only recently been carried out, it is possible to compare the effects of single cell washes in cells treated with oxidovanadate and POVs with variable stabilities. V1, V10 and V15 effects on lipid packing (Althumairy et al., 2020c) can be compared with those seen for V9Mo-treated and V9Pt-treated cells where cell treatment is followed by washing cells once. Under these conditions, V1, V10 and V15 did not wash off cells as readily as did V9Mo and V9Pt which suggests that V1, V10 and V15 are associated more closely with the membrane interface or, alternatively, that they are being at least partially internalized. Nonetheless, V9Mo and V9Pt can more effectively initiate LHR signaling; the observed increase in intracellular cAMP suggests that the signaling response must be very rapid despite hydrolyzing of V9Mo and V9Pt and that this rapid response is at least partially distinct from the more slowing developing effects on cell growth inhibition. It is likely that termination of LHR signaling in these experiments is due to the reestablishment of reduced membrane lipid packing, disaggregation of LHR and movement of LHR out of raft domains. Previous studies of LHR activated by the receptor ligand human chorionic gonadotropin (hCG), show that LHR become aggregated in membrane rafts and actively signal upon binding of hCG (Lei et al., 2007). Chemical disruption of the raft signaling platforms through cholesterol extraction from the plasma membrane is sufficient to eliminate signaling initiated by binding of hCG to LHR and LHR aggregation (Smith et al., 2006; Wolf-Ringwall et al., 2011). These studies led to the development of several mechanisms that are shown schematically in Figure 7 but do not rule out the possibility that vanadium compounds used in these experiments are interacting with the receptor.
FIGURE 7. Updated proposed models for the modes of action of various vanadium compounds on cell membranes where cells express 10,000 LHR in plasma membrane per cell, at a comparatively low receptor density. (A) V-Compounds interact with CHO cell membranes and are not internalized; (B) V-compounds impact the lipid bilayer followed by POV hydrolysis and internalization of the resulting species; or (C) POVs exert the effects through an electron transfer process and no internalization is necessary for response. The image is adopted from (Althumairy et al., 2020c) with updates.
Figure 7 shows various mechanisms previous proposed for the reported vanadium compounds interactions with cells that initiate signaling by LHR or other GCPRs. Because the POVs forms multiple species in media, it is likely that more than one type of interaction is taking place. Some species may interact with cells as shown in Figure 7A, while others use alternative mechanisms as summarized in Figure 7B or Figure 7C. For example, VOSO4 and BMOV are likely to follow the mechanism illustrated in Figure 7B. However, washing experiments where one wash returns lipid organization to levels seen in untreated cells suggest that internalization is minimal (see (Althumairy et al., 2020a; Althumairy et al., 2020b), Figure 7A) demonstrates the interactions occurring for compounds like V14 and V15 and potentially V9Mo and V9Pt that interact with extracellular structures but due to their high hydrophilicity are unlikely to insert in lipid bilayers. Whether these compounds can perturb membrane structures or, as an example, alter LHR interactions with cholesterol (reviewed by (Sarkar and Chattopadhyay, 2020)), alter trafficking of this GPCR in the membrane as has been proposed for other Type A GPCRs (Weinberg and Puthenveedu, 2019) or indirectly increase homo-oligomerization of LHRs to activate signal transduction (Milligan et al., 2019) is not known. However, for hydrophilic compounds, interaction with the protein is likely to be responsible for some of the cellular changes in lipid packing that are observed.
Lipid bilayer interactions with lipophilic species and internalization of these V-compounds is an attractive alternative mechanism for lipophilic compounds that can penetrate the membrane. Many compounds and drugs must transit the plasma membrane, enter the cell cytoplasm before targeting intracellular structures (Chen et al., 2022). Transport of many compounds across a membrane depends on suitable membrane transporters that could facilitate the transport of specific compounds (Jafurulla et al., 2011). For example, the addition of DIDS stopped the internalization of V-compounds such as VO(acac)2, BMOV and vanadate across erythrocyte membrane (Yang et al., 2003; Yang et al., 2004) but had no effect on transport of these same compounds in Caco-2 cells (Yang et al., 2004). These results demonstrate that a suitable transporter exists in erythrocytes but not in Caco-2 cells. Lipoidal diffusion is an alternative mechanism for drug movement across membrane barriers as described in detail in (Smith et al., 2014; McLauchlan et al., 2015). The mechanism shown in Figure 7C describe compounds that can weakly associate with the membrane-protein complex and initiate signaling though possible electron transfer. These compounds would be able to exert their mode of action without requiring internalization of the derivatives. Considering these mechanisms, it is important to determine the association of the compound with the membrane as well as whether internalization is taking place. V1, V10, V14 and V15, as reported previously (Althumairy et al., 2020c), are associated with the cell membrane where they modulate membrane lipid packing and are not readily removed with 1 cell washing. This suggests some degree of internalization of these compounds at the membrane interface. In contrast, V9Mo and V9Pt are lost quickly from the cell membrane, a process that can be accelerated by washing cells repeatedly. These two compounds are examples of compounds that are not internalized and may act through mechanisms shown in Figures 7A, C.
5 Conclusion
These studies demonstrate that the interactions of two monosubstituted decavanadates, monoplatino(IV)nonavanadate(V) ([H2PtVIVV9O28]5-, abbreviated V9Pt, and monomolybdo(VI)nonavanadate(V) ([MoVIVV9O28]5-, abbreviated V9Mo, with the eukaryotic cell plasma membrane directly decrease the packing of membrane lipids. The two monosubstituted decavanadates indirectly drive aggregation of LHR, a G protein-coupled receptor, in CHO cells when the receptor is not over-expressed in CHO cell membranes. These monosubstituted decavanadates are very effective in initiating LHR signaling, despite their hydrolytic instability and short life span under our assay conditions. This rapid signaling stands in contrast to the slower inhibitory effects on cell growth. The monosubstituted decavanadates therefore demonstrate selective signaling and lower toxicity manifested in terms of growth inhibition and since they hydrolyze fast and show less growth effects when compared to corresponding unsubstituted isopolyvanadates such as the decavanadate anion. In summary, V10O286- is less efficient at initiating cell signaling while causing greater growth inhibition and hence cell toxicity. These studies have uncovered differences in cellular effects induced by decavanadate and monosubstituted derivatives V9Pt and V9Mo that may be of pharmacologic importance. Monosubstituted derivatives initiated a more rapid and greater signaling response that did V10, possibly because of their structure and lower charge. Of benefit to cells, toxic effects of the monosubstituted derivatives are lessened because of their reduced stability compared to V10.
Data availability statement
The original contributions presented in the study are included in the article/Supplementary Material, further inquiries can be directed to the corresponding authors.
Author contributions
Project conception DC and DR; Project management DR and DC; Experimental design DR, DA, DC, KK, and BB; Experiments DA, KK, and AR; Verification DR, DC, DA, KK, and UK; Manuscript preparation DR, DC, and KK; Editing DR, DC, KK, UK, BB, DA, and AR; Grant funding DC and DR. All authors helped edit and have approved the submitted manuscript.
Funding
DC and DR thank Colorado State University and a private donor for support. UK thanks the German Research Foundation (DFG) and Jacobs University for research support.
Acknowledgments
The authors wish to thank the Colorado State University Analytical Resources Core Facility, RRID: SCR_021758 for instrument access, and Michele Mailhot for experimental consultation with the NMR spectroscopy.
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.
Publisher’s note
All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.
Supplementary material
The Supplementary Material for this article can be found online at: https://www.frontiersin.org/articles/10.3389/fchbi.2023.1126975/full#supplementary-material
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Keywords: vanadium, decavanadate, signal transduction, polyoxovanadates, luteinizing hormone receptor, GPCR, speciation chemistry, monosubstituted decavanadates
Citation: Kostenkova K, Althumairy D, Rajan A, Kortz U, Barisas BG, Roess DA and Crans DC (2023) Polyoxidovanadates [MoVIVV9O28]5- and [H2PtIVVV9O28]5- interact with CHO cell plasma membrane lipids causing aggregation and activation of a G protein-coupled receptor. Front. Chem. Biol 2:1126975. doi: 10.3389/fchbi.2023.1126975
Received: 21 December 2022; Accepted: 03 February 2023;
Published: 07 April 2023.
Edited by:
Mi Hee Lim, Korea Advanced Institute of Science and Technology (KAIST), Republic of KoreaReviewed by:
Enrique González-Vergara, Instituto de Ciencias de la Benemérita Universidad Autónoma de Puebla, MexicoBoris-Marko Kukovec, University of Split, Croatia
Copyright © 2023 Kostenkova, Althumairy, Rajan, Kortz, Barisas, Roess and Crans. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
*Correspondence: Deborah A. Roess, deborah.roess@colostate.edu; Debbie C. Crans, debbie.crans@colostate.edu
†These authors have contributed equally to this work