Abstract
The ability to fight or flee from a threat relies on an acute adrenergic surge that augments cardiac output, which is dependent on increased cardiac contractility and heart rate. This cardiac response depends on β-adrenergic–initiated reversal of the small RGK G protein Rad–mediated inhibition of voltage-gated calcium channels (CaV) acting through the Cavβ subunit. Here, we investigate how Rad couples phosphorylation to augmented Ca2+ influx and increased cardiac contraction. We show that reversal required phosphorylation of Ser272 and Ser300 within Rad’s polybasic, hydrophobic C-terminal domain (CTD). Phosphorylation of Ser25 and Ser38 in Rad’s N-terminal domain (NTD) alone was ineffective. Phosphorylation of Ser272 and Ser300 or the addition of 4 Asp residues to the CTD reduced Rad’s association with the negatively charged, cytoplasmic plasmalemmal surface and with CaVβ, even in the absence of CaVα, measured here by FRET. Addition of a posttranslationally prenylated CAAX motif to Rad’s C-terminus, which constitutively tethers Rad to the membrane, prevented the physiological and biochemical effects of both phosphorylation and Asp substitution. Thus, dissociation of Rad from the sarcolemma, and consequently from CaVβ, is sufficient for sympathetic upregulation of Ca2+ currents.
Keywords: Cardiology
Keywords: Calcium channels, Cardiovascular disease, Excitation contraction coupling
An electrostatic mechanism that switches between membrane-associated and membrane-dissociated Rad regulates adrenergic stimulation of calcium channels.
Introduction
Calcium influx through voltage-gated L-type Ca2+ channels (Cav1.2) is an essential link in the chain of signals that trigger the contraction of every heartbeat. Norepinephrine released from sympathetic neurons innervating the heart and circulating epinephrine released from the adrenal glands bind to cardiac β-adrenergic receptors, initiating an intracellular signaling cascade that generates cAMP and activates protein kinase A (PKA). Activated PKA phosphorylates various targets that control Ca2+ influx and intracellular Ca2+ concentration (1). The PKA-induced increase in Ca2+ current is obligatory for the positive inotropic cardiac response to β-adrenergic receptor agonists (2).
The mechanism underlying adrenergic regulation of Ca2+ channels had been elusive despite being investigated for decades (3–5). The consensus mechanism postulated that the regulation involved direct phosphorylation of CaV1.2 pore-forming α1 or auxiliary β subunits on specific Ser and/or Thr residues. We showed, however, that phosphorylation of neither the α1 subunit nor the β subunit is required (6–10). Rather, the critical PKA target is Rad (2, 6), a small G protein (11) that basally inhibits a subpopulation of cardiac CaV1.2 channels through an interaction with the auxiliary β subunit (12, 13). Knockout of Rad causes an increase in Ca2+ currents in cardiomyocytes, phenocopying the increase in Ca2+ currents upon adrenergic stimulation (14, 15). PKA phosphorylates Rad (16) on 4 Ser residues, 2 Ser in the N-terminus and 2 Ser in the C-terminus (6), and this releases Rad from CaVβ, disinhibiting the associated, channel-forming CaV1.2 α subunit. Substitution of these 4 Ser residues in Rad with nonphosphorylatable Ala residues prevents adrenergic regulation of CaV1.2, both when the subunits are expressed heterologously (6, 17–19) and endogenously in the heart (2).
The precise molecular mechanism by which Rad phosphorylation results in its release from CaVβ subunits remains undetermined. CaVβ binding to α1C, which is obligatory for PKA activation of CaV1.2 (7), stabilizes an open-probability-gating (PO-gating) mode by a mechanism that requires a rigid linker between the β subunit binding site in the CaV1.2 α subunit I-II loop and the preceding domain I channel pore (17). Although β2 predominates (20–25), cardiomyocytes express β2 and β3 CaVβ isoforms. These otherwise homologous β subunit isoforms differ substantially at their N- and C-termini and in their HOOK region between the conserved guanylate kinase (GK) and Src-homology 3 (SH3) domains (25), so β-adrenergic upregulation of Ca2+ currents might vary, depending on the specific β subunit. Favoring that possibility, the augmentation of Ca2+ influx by β-adrenergic agonists is more robust in β2-dominated cardiomyocytes than in tissues where other β subtypes predominate (26). Additionally, it was reported that adrenergic stimulation of Ca2+ channels was attenuated in β2-null cardiomyocytes, but not β3-null cardiomyocytes, suggesting that there is an exclusive role for the β2 subunit in the modulation of channel currents by β-adrenoceptor stimulation (22). Here, by knocking out the endogenous cardiomyocyte β2 subunit and expressing other CaVβ subunit isoforms in its absence, we show that the extent of adrenergic regulation of Ca2+ channels is independent of the specific CaVβ isoform.
Other regulatory details have also been elusive. It was postulated that Rad simultaneously binds to the sarcolemma and the CaVβ subunit (27–31). Here, we show that the effects of the phosphorylation of Ser and the mutation of Ser to Asp in the Rad C-terminal domain (CTD) are explained by the change in charge within the Rad CTD, strongly reducing the association of the Rad CTD with the cytoplasmic surface of the sarcolemma. The addition to the CTD of the CAAX motif that gets prenylated tethers Rad to the membrane (28) and prevents Rad’s displacement by phosphorylation; it also completely blocks adrenergic stimulation of Ca2+ currents. Thus, adrenergic stimulation of Ca2+ channels is based on an electrostatic mechanism that switches between membrane-associated and membrane-dissociated Rad. Similar signaling mechanisms based on electrostatic interactions with the negatively charged cytoplasmic face of the plasma membrane and specifically with negatively charged phosphoinositides have been proposed in the regulation of cell growth and differentiation (32–34).
Results
Calcium channel β2 subunit–knockout (Cacnb2-knockout) mice were created using CRISPR by inserting a frameshift mutation causing early termination after the SH3 domain of the β2 protein within the indispensable exon 5 of the endogenous Cacnb2 locus (Figure 1A). The homozygous constitutive global β2-null mice were not viable, as was previously reported (35). We therefore created transgenic mouse lines with cardiac-specific constitutive expression of FLAG-epitope tagged β2B, β3, and β4 subunits that were crossed with heterozygous β2-null mice to create heterozygous β2-null/transgenic FLAG-β2B, FLAG-β3, or FLAG-β4 mice. Finally, these cross-bred mice were crossed with heterozygous β2-null mice to achieve the endogenous β2-null background with cardiac-specific transgenic expression of either FLAG-tagged β2B, β3, or β4 (Figure 1B). Constitutive transgenic cardiac-specific expression of β2B, β3, or β4 subunits completely rescued the embryonic lethality of the homozygous global loss of the endogenous β2 subunits.
We assessed the impact of different β subunit isoforms on CaV1.2 subcellular localization and functional expression in cardiomyocytes using 3 complementary approaches. First, immunofluorescence experiments with anti-FLAG antibody on fixed cardiomyocytes indicated that all β subunits displayed a similar striated pattern consistent with surface membrane distribution and localization in transverse tubules (Figure 1C). Second, we tested the electrophysiological properties of Ca2+ channels in ventricular cardiomyocytes isolated from wild-type (WT) mice and mice expressing either FLAG-β2B, FLAG-β3, or FLAG-β4 subunits in the homozygous β2-null background. In β2B, β3, or β4 subunit–expressing transgenic ventricular cardiomyocytes, the adenylyl cyclase activator forskolin increased the amplitude of the Ca2+ currents and shifted the V50 for Ca2+ channel activation in a hyperpolarizing direction, similarly to the effects of forskolin in WT ventricular cardiomyocytes (Figure 1, D–I). Basal electrophysiological properties, including conductance density, were similar among the 4 groups (Supplemental Figure 1A; supplemental material available online with this article; https://doi.org/10.1172/JCI176943DS1), although the V50 for activation of Ca2+ channels incorporating the β4 subunit, an exception, was shifted to a more depolarized voltage (Figure 1I). Third, we measured changes in pacing-induced sarcomere length before and after exposure to forskolin. The field-stimulated basal and forskolin-augmented contractions of cardiomyocytes isolated from mice expressing WT or transgenic β2B, β3, or β4 subunits were not significantly different (Figure 1, J and K). In cardiomyocytes, there is an inverse relationship between total peak current and isoproterenol-induced or forskolin-induced fold increases in Ca2+ currents (7, 36). In cardiomyocytes isolated from nontransgenic mice and transgenic mice with β2B, β3, or β4 subunit–expressing ventricular cardiomyocytes, we observed an inverse relationship between basal conductance density and forskolin-induced increases in Ca2+ conductance (Supplemental Figure 1B). We conclude that β2, β3, and β4 subunits are all capable of mediating the PKA-dependent augmentation of Ca2+ currents in the heart. Thus, the critical components within CaVβ subunits that regulate Rad-mediated adrenergic increase in CaV1.2 currents reside within the homologous regions in all β subunits and likely exclude the N- and C-termini and their HOOK regions that harbor the CaVβ isoform–specific differences.
Essential contribution of Rad CTD phosphorylation but not NTD phosphorylation for CaV1.2 regulation.
We used a flow cytometric, Förster resonance energy–transfer (FRET) assay to measure binding between Cerulean-tagged β2B subunits and Venus-tagged WT Rad expressed in HEK293 cells (Figure 2, A and B). Cerulean and Venus are FRET partners. As previously shown, expression of the PKA catalytic (PKAcat) subunit markedly weakened this interaction, as measured by FRET efficiency, ED (Figure 2B) and relative dissociation constant (Kd,EFF) (6). To acutely activate PKA regulation in HEK293 cells, we used forskolin as we did in cardiomyocytes. We found that forskolin (10 μM or 50 μM) reduced the CaVβ-Rad interaction compared with DMSO vehicle controls, although the effect was substantially less compared with overexpression of the PKAcat subunit (Figure 2C and Supplemental Figure 2, A and B). Calyculin A, an inhibitor of protein phosphatase 1 and 2, reduced the binding of CaVβ and Rad more than forskolin, and the combination of calyculin A and forskolin reduced the binding even further, an effect similar to that of PKAcat subunit overexpression (Figure 2, B and C, and Supplemental Figure 2B). The combination of forskolin and calyculin A had no effect on the binding of Cerulean-tagged CaVβ and Venus-tagged 4SA-Rad, in which the 4 PKA phosphorylation sites, Ser25 and Ser38 in the N-terminal domain (NTD) and Ser272 and Ser300 in the CTD, are replaced with Ala (Figure 2, A, B, D, and Supplemental Figure 2B).
We compared the roles of the NTD and CTD phosphorylation sites of Rad on mutants in which the Ser residues were eliminated from either domain. In HEK293 cells expressing fluorophore-tagged β2B and C-2SA Rad with Ser272 and Ser300 mutated to Ala (Figure 2A), forskolin plus calyculin A reduced binding far less than in WT (Figure 2, B and D, and Supplemental Figure 2B). By contrast, in cells expressing fluorophore-tagged β2B and N-2SA Rad with Ser25 and Ser38 mutated to Ala (Figure 2A), forskolin and calyculin reduced binding of Rad and CaVβ nearly as much as in WT (Figure 2, B and D, and Supplemental Figure 2B). Thus, phosphorylation-dependent dissociation requires Ser272 and Ser300 in the CTD. Nonetheless, phosphorylation of the NTD Ser makes a small contribution to the dissociation of Rad from β in HEK293 cells.
To explore this question in cardiomyocytes, we created N-2SA Rad–knockin mice in which the Ser25 and Ser38 of endogenous Rad were replaced by Ala residues (Supplemental Figure 3A). The expression in cardiomyocytes of mutant Rad and endogenous CaV1.2 α1c subunits was unaffected by the substitutions (Supplemental Figure 3B). We tested the electrophysiological properties of Ca2+ channels in ventricular cardiomyocytes isolated from WT and homozygous N-2SA Rad–knockin mice using a voltage-ramp protocol applied every 3 seconds with Ba2+ as the charge carrier (Figure 3, A and B). The ramp protocol enables the monitoring of agonist effects over time. Isoproterenol increased the CaV1.2 currents of WT and N-2SA Rad ventricular cardiomyocytes and shifted the V50 for activation toward hyperpolarized potentials equivalently (Figure 3, C–E); i.e., the 2 Ser susceptible to phosphorylation by PKA in the Rad NTD play at most a minor role in adrenergic regulation of CaV.
A critical determinant of the magnitude of channel modulation is the balance between the competing activities of PKA and phosphatases. We exposed cells to a combination of isoproterenol and calyculin A. In both WT and N-2SA ventricular cardiomyocytes, the combination of isoproterenol and calyculin A produced substantially more enhancement of current than isoproterenol alone (Figure 3, C–E). The V50 for activation was also shifted to a greater extent by combined isoproterenol and calyculin compared with isoproterenol alone. Once again, we conclude that phosphorylation of the 2 NTD Ser residues plays at most a minor role in the acute adrenergic enhancement of CaV1.2 currents in ventricular cardiomyocytes.
Effect of lowering the charge of Rad by substituting Asp for Ser on its binding to β.
The region of Rad bound to CaVβ is putatively within the centrally located guanine nucleotide–binding domain (G-domain) of Rad (37, 38), not in the CTD, the region of functionally relevant phosphorylation (Figure 4A). The CTD is likely intrinsically disordered, which allows for large conformational changes that can support dynamic signaling (39). To test the effects of charge as opposed to a possible specific effect of phosphorylation in the CTD, we substituted Ser272 and Ser300 with aspartic acid (Asp) residues (C-2SD) (Figure 4B). These substitutions, which added only 2 negative charges compared with the 4 negative charges added by 2 phosphates, evoked only a small decrease in the interaction between CaVβ and Rad (Figure 4, B and C), leading us to speculate that the increase in net negative charges is critical. Therefore, to achieve a similar (and greater) net increase in negative charges compared with the addition of 2 phosphates, we substituted 2 more Ser with Asp (C-4SD) and 4 more Ser with Asp (C-6SD) within the CTD (Figure 4B). The additional Ser residues have not been identified as phosphorylation sites but provide an opportunity to substitute homologous side chains that confer an additional negative charge. We utilized a similar strategy within the N-terminus. The apparent dissociation constant of the complex increased with the number of substituted Asp in the C-terminus (Figure 4, C–F) and hence with decreased net positive charge of Rad. The substitution of 6 Asp for Ser (C-6SD) was nearly as effective in reducing binding as was the combination of forskolin and calyculin A, which induces phosphorylation of the 2 native CTD Ser272 and Ser300. By contrast, substituting Asp solely in the NTD, as in N-2SD and N-4SD, or in addition to 2 CTD Asp (combined N-2SD and C-2SD), had no significant effect on binding (Figure 4F), despite the lowered positive charge overall. These results are consistent with the minor role of phosphorylation of NTD Ser in the adrenergic regulation of CaV1.2 currents. Instead, the local charge of the Rad CTD is a critical determinant for Rad association with CaVβ. Moreover, these findings highlight the difference between Asp substitution (change in charge of –1) compared with phosphorylation (change in charge of –2).
Phosphorylation of Rad CTD reduces association of Rad with the plasma membrane.
Anionic phospholipids in the inner leaflet of the plasma membrane generate an electrostatic surface potential estimated to be approximately –35 mV (40). Assuming that surface potential and pH 7.2 in the bulk cytoplasm, the equilibrium pH at the membrane surface would be 6.6, which would increase the charge of proteins at the surface largely due to the charging of histidyl residues. If we take the CTD of Rad as the 57 residues from 251 to 307, the C-terminus contains 16 more Arg and Lys than Asp and Glu and no His (Figure 4, A and B). The estimated net charge of the CTD at pH 7.2 is 15 and at pH 6.6, 15.4 (Figure 4G). The CTD also includes 16 hydrophobic residues. This combination of basic and hydrophobic residues favors attachment to the plasmalemma (27, 28, 33, 41, 42). Candidate phospholipid bilayer–binding motifs can be identified using web-based prediction tools such as a basic-hydrophobic (BH) algorithm score (34, 43). CTD residues 270 to 297 have BH scores well above the threshold of 0.6 (Supplemental Figure 4A). The propensity of such positively charged motifs to attach to the plasmalemma is lowered by a reduction in their charge, commonly by phosphorylation (34). We determined whether in fact phosphorylation of Rad affected its association with the plasma membrane.
To generate a FRET biosensor for detecting the membrane localization of Rad, we tethered the Cerulean fluorescent protein to the plasma membrane localization motif CAAX (Cerulean-CAAX) (Figure 5A). The CAAX motif has an invariant Cys, 2 aliphatic amino acids (A1 and A2), and one of several amino acids in the terminal X position (44). Proteins with C-terminal CAAX motifs undergo posttranslational prenylation modification through the addition of either farnesyl or geranylgeranyl isoprenoids to the Cys residues of the CAAX motif, thus promoting strong membrane association (45). To test whether tethered Cerulean-CAAX can detect membrane localization of a second protein, we also conjugated CAAX to the Venus fluorescent protein (Venus-CAAX). The FRET signal from Cerulean-CAAX to Venus-CAAX, expressed in HEK293 cells, was strong, while the FRET signal from Cerulean-CAAX to untethered Venus was weak (Figure 5, B and C).
Using this approach to detect colocalization of proteins at the membrane, we coexpressed Cerulean-CAAX and Venus-conjugated Rad (Figure 5D). At baseline, we detected robust FRET from Cerulean-CAAX to Venus-Rad (Figure 5, E and H). The fluorescence of directly excited Venus-Rad, SA,direct, is proportional to the total number of Venus-Rad molecules in the cell. The slope of the FRET efficiency, ED, versus SA,direct is itself proportional to the fraction of Venus-Rad associated with the membrane (see Supplemental Methods). Coexpression of the PKAcat subunit or treatment of the cells with the combination of forskolin (10 μM or 50 μM) and calyculin A markedly reduced FRET and, hence, the association of Venus-Rad with the membrane (Figure 5, E and H, and Supplemental Figure 4, B and C). Ala substitutions of both NTD and CTD Ser residues (4SA-Rad), but not Ala substitutions of NTD Ser residues alone (N-2SA), prevented the reduction in membrane localization induced by forskolin and calyculin (Figure 5H). In comparison with WT Rad, Ala substitution of only the 2 CTD Ser residues, Ser272 and Ser300, enhanced the basal association of Rad with the plasma membrane (Figure 5H). The reason for this enhancement of membrane localization is not clear, considering that the 4SA-Rad mutant did not have a similar effect. The effects of PKAcat expression or exposure to forskolin and calyculin were attenuated for C-2SA Rad (Figure 5, F and H, and Supplemental Figure 4, D and E). Replacing Ser272 and Ser300 with the Asp residues was not sufficient to reduce membrane localization of Rad, but the addition of more Asp residues to the CTD of Rad reduced localization of Rad to the plasma membrane in a graded fashion (Figure 5, G and H, and Supplemental Figure 4, F and G). In summary, phosphorylation of the Ser residues (net increase of 4 negative charges) or the substitution of 4 or more Asp for Ser (net increase of ≥4 net negative charges) in the CTD reduces membrane localization of Rad.
In a second approach to assess membrane localization, we expressed GFP-tagged WT Rad and GFP-tagged Asp-substituted Rad in HEK293 cells (Figure 5I). We quantified the radially averaged fluorescence intensity profile of GFP-Rad at the membrane and within the cytoplasm. The addition of negatively charged Asp residues to the CTD of Rad reduced the localization of Rad at the membrane (Figure 5J). The localization of the charge variants of Rad to the plasmalemma determined by fluorescence microscopy and that determined by FRET were highly correlated (Figure 5K).
We compared the relative dissociation constant for Rad binding to the CaVβ subunit with the amount of membrane association based on FRET between Venus-tagged Rad and Cerulean-CAAX (slope). Binding between Rad and β decreases with decreasing membrane localization (Figure 5L). Two possibilities for decreased binding of Rad to CaVβ are that phosphorylation and substitution of Asp in the CTD of Rad (a) might change the Rad-CaVβ binding interface or (b) might change the concentration of Rad close to the membrane, where in cardiomyocytes, CaVβ, bound to CaVα, is also close to the membrane.
Constitutive Rad plasma membrane localization prevents phosphorylation-dependent changes in β binding.
The C-termini of many members of the Ras superfamily of proteins, in contrast to the RGK GTPases, contain a CAAX prenylation motif that confers membrane binding independent of the basic-hydrophobic motif (46). The addition of a CAAX motif to a C-terminally deleted Rem1 that cannot bind to the membrane was previously shown to restore membrane localization (28). We tested whether the addition of the CAAX motif to Rad enables membrane binding even in the presence of added negative charges in the C-terminus. Both fluorescence imaging (Figure 6, A and B) and FRET (Figure 6C) analyses showed that the introduction of the CAAX motif completely overcomes the effects of either phosphorylation or the addition of Asp residues in the CTD on membrane localization of Rad (Figure 6, D–G).
Notwithstanding the importance of membrane localization of Rad, substituting Rad residues Arg208 and Leu235 with Ala prevents Rad binding to CaVβ (30, 37), which we confirmed using the FRET assay for detection of Rad and CaVβ interactions (Figure 6H). The addition of CAAX to the C-terminus of the R208A/L235A Rad mutant, moreover, failed to restore the binding of Rad and β subunits (Figure 6I). Thus, the constitutive tethering of Rad to the membrane could not restore the interaction between Rad and CaVβ perturbed by mutations at the Rad-β binding interface.
The presence of hydrophobic amino acid side chains together with positively charged Lys and Arg residues strengthen association with the plasma membrane and prevent a polybasic cluster from functioning as a nuclear localization sequence (33). Mutation of the hydrophobic residues Phe280 and Phe294 (arrows, Figure 4B) to Ala in the C-terminus of Rad reduced both membrane localization (Figure 6I) and Rad-β subunit interaction (Figure 6J). The addition of CAAX to this mutant Rad restored both basal membrane binding (Figure 6I) and Rad-β binding (Figure 6J). Because in this case Rad is constitutively tethered to the membrane via posttranslational modification of the CAAX motif, the forskolin/calyculin–induced changes in membrane localization (Figure 6I) and Rad-β interaction (Figure 6J) are nearly eliminated. As before, we compared the relative dissociation constants (Kd,EFF) for various Rad-CAAX mutants binding to the CaVβ subunit with the amount of membrane association based on FRET (Figure 6K). Appending the CAAX motif to the C-terminus of both WT and mutant Rad restrained them in a membrane-bound and CaVβ-bound conformation. The finding that the binding of β2B and Rad-CAAX is unaffected by forskolin and calyculin implies that phosphorylation or substitution of Asp in the CTD of Rad does not directly change the Rad-β binding interface.
Disinhibition of Ca2+ channels requires a decrease in the membrane association of Rad.
We tested whether a change in membrane association is essential for adrenergic stimulation of Ca2+ channels. Consistent with the physiological function of Rad as an inhibitor of Ca2+ channels, coexpression in HEK293 cells of WT Rad with α1C and β2B decreased the amplitude of tail currents (Supplemental Figure 5, A and B). Furthermore, consistent with the findings above that Rad with Asp substitutions in the CTD binds less well to β, we observed that the amplitude of CaV tail currents increased as negative charges were added to the Rad CTD (Supplemental Figure 5, A and B).
Our model in which Rad mediates the adrenergic-induced increase in cardiomyocyte CaV1.2 currents depends on the Rad concentration being less than saturating of the sarcolemma-embedded CaVα-β complex, and therefore inhibiting only a fraction of CaV1.2 channels. This inhibited subpopulation comprises the CaV1.2 channels available to augment current with adrenergic stimulation (2). To study regulation under closer to native conditions, the stoichiometry of the components must be controlled. Indeed, our initial studies identifying Rad as the critical mediator for adrenergic regulation of CaV1.2 were significantly advanced by our careful titration of Rad in our HEK293 cell experiments (6). Here, we turned to heterologous expression in Xenopus oocytes, in which protein expression can be controlled more easily (18). Expression of WT Rad in oocytes markedly reduced the current amplitude of heterologously expressed CaV1.2 (Figure 7, A and B, and Supplemental Table 1) and produced a depolarizing shift of approximately 5 mV of V50 for activation (Figure 7C). In oocytes expressing C-6SD Rad, basal currents were significantly increased compared with WT Rad (Figure 7, A and B) and the V50 shifted back to that of Rad-free channels (Figure 7C).
We assessed the effects of changes in charge of the Rad CTD on intact CaV1.2 open probability (PO). We used low-noise single-channel recordings of HEK293 cells transfected with WT or mutant Rad, α1C and β2B. Exemplar records show that Rad-bound channels exhibit sparse channel openings (Figure 7E) compared with channels without Rad, which undergo high-activity flickery openings (Figure 7D). Ensemble average PO-voltage relationships from individual patches show a strong reduction in maximal PO of Rad-bound channels compared with Rad-less channels (Figure 7F). The addition Rad with just 2 Asp residues in the CTD of Rad caused strong reduction in PO, similar to the effect of WT Rad (Figure 7, G and H). The addition of 4 or 6 Asp residues in the CTD of Rad blunted the inhibitory effects of Rad (Figure 7, I–L). Taken together, our results show that the addition of 4 to 6 negative charges to the CTD of Rad mimics the stimulatory effects of β-adrenergic agonists on CaV1.2 function.
The electrophysiological effects of adrenergic agonists on Ca2+ channels require not only phosphorylation of the Rad CTD but also the concomitant dissociation of Rad from the plasma membrane, as shown by the following results. Firstly, the addition of CAAX to the Rad C-terminus prevented the increase in single-channel PO otherwise imparted by introducing 6 negatively charged Asp residues (Figure 7, M and N). Secondly, the addition of CAAX to the Rad CTD prevented adrenergic regulation of CaV1.2; in HEK293 cells heterologously expressing WT Rad and CaV1.2 α1C and β2B subunits, forskolin plus calyculin increased the PO of CaV1.2 channels (Figure 7, O, P and S), but not in cells expressing Rad with C-terminal CAAX (Figure 7, Q–S). Thus, phosphorylation of the C-terminus of Rad is insufficient to cause changes in Rad-β interaction or increased Ca2+ current without a concomitant dissociation of Rad from the membrane.
Discussion
Rad acts through CaVβ to inhibit CaV channels (Figure 8A). Mutations in the sites of binding between Rad and CaVβ that eliminate the binding also eliminate Rad’s ability to inhibit CaV channels (37). The affinity of Rad for CaVβ is low (47); however, an effective interaction between Rad and CaVβ requires a high local concentration of Rad, achieved by attaching Rad to the plasma membrane where CaVβ is located through its interaction with the membrane-embedded α1C pore-forming subunit (Figure 8A). β-Adrenergic control of the inhibition of CaV by Rad exploits Rad’s reversible attachment to the sarcolemma. PKA phosphorylation of Rad at 2 Ser residues in its CTD disrupts Rad’s attachment to the membrane, thereby diluting its local concentration and favoring its dissociation from CaVβ (Figure 8B). Asp residue substitutions of the 2 Ser in the CTD of Rad is insufficient to mimic the effects of phosphorylation because substitution with these Asp residues cause a change in charge of –2 compared with a change in charge of –4 imparted by 2 phosphates. If Rad is constitutively attached to the membrane via appending the CAAX motif to its C-terminus, PKA phosphorylation of Rad or Asp substitutions in the CTD fail to disrupt Rad’s attachment to the membrane and the binding of Rad to CaVβ is preserved (Figure 8C).
Our results explain how a substoichiometric amount of Rad inhibits a subpopulation of CaV1.2 channels that serve as the reserve pool to increase Ca2+ currents in cardiomyocytes in response to sympathetic stimulation. Specifically, our findings here indicate that the binding of Rad and CaVβ (and consequent channel inhibition) is promoted by the association of positively charged Rad with the negatively charged plasma membrane (Figure 8A). It is, however, the charge of the Rad CTD, not the overall charge of Rad, that governs its association with the membrane. Lowering the positive charge of the Rad CTD by PKA phosphorylation of Ser272 and Ser300, as occurs (a) in vivo following adrenergic simulation, (b) in vitro by addition of PKA or forskolin and calyculin, or (c) by mutagenic substitution of CTD Ser residues by Asp weakens Rad binding to the membrane and to β. Adding negative charges to the NTD of Rad has a minor effect on the association of Rad with the membrane and with β (see Figure 4G for charge changes). As seen with other members of the RGK family (33), it is likely that an array of Arg and Lys residues interspersed with hydrophobic residues in the Rad CTD interacts with the negatively charged cytoplasmic leaflet of the cell surface bilayer, likely specifically with patches of phosphoinositides. The likely intrinsically disordered state of the Rad CTD (Figure 4A) may support its role of binding to laterally mobile phosphoinositides in the plasmalemma (48). This is in contrast to the role of the structured middle of Rad in binding to β. Given that β in its complex with CaVα is necessarily oriented, so must the orientation of Rad imposed by the binding of its CTD to the membrane impose on Rad the appropriate orientation for binding to β. There is also the possibility that the binding of the Rad CTD to the membrane, acting allosterically, alters the structure of its binding site for β, increasing its affinity.
Partitioning of proteins to the cell membrane surface can increase their local concentration relative to their cytoplasmic concentration by orders of magnitude, depending on their net positive charge and the surface electrostatic potential (32, 49, 50). In the case of Rad, the number of Arg and Lys exceed the number of Asp and Glu by 8; a rough estimate of its overall charge is 8.8 (Figure 4G). If the electrostatic potential of the membrane surface were –35 mV (40), then [Rad]membrane/[Rad]cytoplasm = exp(–z × F × V/[R × T]) = 6 × 104, where z is algebraic charge, F is the Faraday constant (96,487 coulombs/mole), V is electrostatic potential (in volts), R is the gas constant (8.314 Joules/[degrees Kelvin × mole]), and T is degrees Kelvin. Phosphorylation of just 2 serine residues in the CTD would reduce the net charge on Rad from approximately 8 to 4 and would result in [Rad]membrane/[Rad]cytoplasm = 250, a 250-fold decrease in the ratio. Just the C-terminal last 57 residues of Rad, the CTD, has an excess of Arg and Lys over Asp and Glu of 14. At Vmem = –35 mV, [CTD]membrane/[CTD]cytoplasm = 2 × 108. Adding 2 phosphates to the CTD would reduce its charge to 10 and its concentration next to the membrane relative to the bulk cytoplasm also by 250-fold. These simple calculations show that Rad could be highly concentrated at the cytoplasmic surface of the plasmalemma, with its CTD closest to the membrane, and that lowering the positive charge of the CTD could lower its local concentration by 2 orders of magnitude. These rough calculations show that the electrostatic effects could be large.
Another consequence of the electrostatic potential of the cytoplasmic surface of the plasmalemma is the partition of protons. By the same calculation as above, at –35 mV, the pH at the membrane surface would be 6.6, assuming that the pH in the bulk cytoplasm were 7.2. Thus, the charge on proteins at the surface would increase because of the charging of histidyl residues, whereas the charges on Lys, Arg, Glu, and Asp would not be affected appreciably (Figure 4G).
Over what range would the surface potential have these effects? Taking 150 mM 1:1 salt to represent the ionic composition of the cytoplasm, the Debye length would be 0.785 nm (51). If V(0) = –35 mV at the membrane surface, then V(0.5 nm) = –18.5 mV, V(1 nm) = –9.8 mV, and V(2 nm) = –2.7 mV (eq. 5 in ref. 51). Thus, the juxtamembrane phase with highly concentrated Rad would be very thin. It is likely, moreover, based on the importance of CTD hydrophobic residues (33) that Rad in this region is not diffusing in 3 dimensions but rather is bound to the bilayer and diffusing with phosphoinositides in 2 dimensions. It is with Venus-Rad concentrated in this array that Cerulean-β2B would interact and bind.
The approximate charge of β2B at pH 7.2 (based on the pKa of residues in an unfolded polypeptide) is 5.6 and at pH 6.6, 14.4 (Figure 4G). This large difference is due to the charging of the 28 His residues in β2B. Again, note that these charges are for the residues in an unfolded polypeptide, but nonetheless, β2B will bear a large positive charge. In cardiomyocytes, in the presence of CaVα, β2B is concentrated at the sarcolemma (Figure 1C). We do not know, however, the extent to which β2B heterologously expressed in the absence of CaVα is concentrated at the plasmalemmal surface. In contrast to the β2A isoform, which is concentrated at the plasmalemma, β2B was disperse (21). Even if β2B is dispersed when expressed in HEK293 cells, its binding to Rad highly concentrated at the plasmalemmal surface would be highly enhanced compared with such binding in the cytoplasm. The dissociation constant of the Rad-β2B complex is likely to be high, similar to the weak interaction (Kd = 156 μM) between Rem2, a Rad-related small GTPase, and CaVβ4 subunits, as determined by isothermal calorimetry in a cell-free environment (47). Yet, Rem2 effectively inhibits α1A- and CaVβ4-containing P/Q Ca2+ channels (47). Significant binding would occur only when at least one of the partners is at a high concentration. Our measure of binding (Figures 2 and 4), FRET from Cerulean-β to Venus-Rad, is also more likely if a 2-dimensional array of Venus-Rad is in the close vicinity of bound Cerulean-β.
If phosphorylation and substitutions of Asp residues in the Rad CTD, which dissociate the Venus-Rad–Cerulean-β2B complex, were not acting through dissociation of Venus-Rad from the membrane, then they would need to be acting to weaken the molecular interaction of Rad and β. However, these same modifications of Venus-Rad-CAAX, anchored in the membrane, do not affect its binding to Cerulean-β2B. It is highly likely then that the modifications decreasing the charge of the Rad CTD decrease FRET from Cerulean-β2B to Venus-Rad, our measure of their association, by releasing Venus-Rad from the plasmalemma. In another example of kinase-regulated membrane association, Ste5, a MAPK cascade scaffold protein in yeast, regulates yeast differentiation via a phosphoregulated membrane-binding motif (52). In that case, as in ours, reproducing the effect of phosphorylation required the substitution of 2 Asp residues for each removed Ser or Thr target for phosphorylation (52).
Most members of the Ras superfamily of small GTP-binding proteins have CAAX motifs at their C-terminus, resulting in their strong association with the plasma membrane (53). The absence of the CAAX motif in the CTD of Rad, and potentially other RGK GTPases, is a prerequisite for phosphoregulation of membrane localization. Our finding that the combination of forskolin and calyculin does not increase the PO of Ca2+ channels when Rad is strongly tethered to the membrane by the prenylated CAAX motif confirms that phosphorylation of neither α1C nor β2B subunits is necessary or sufficient for adrenergic regulation of CaV1.2 channels. This confirms our prior studies showing that the adrenergic regulation of heterologously expressed CaV1.2 channels does not require phosphorylation of any Ser or Thr residue within these subunits (6, 7, 9, 10, 17). In summary, changing the electrostatic charge of the Rad CTD by inserting negatively charged Asp residues is fully sufficient to activate Ca2+ channels, independent of signaling pathways initiated by adrenergic agonists. Tuning the association of Rad with the cardiomyocyte sarcolemma could be a therapeutic approach to enhance or attenuate Ca2+ influx and adrenergic signaling in the heart.
Methods
Additional experimental details can be found in the Supplemental Methods.
Sex as a biological variable.
We used both male and female mice at 6 weeks to 5 months of age.
Generation of mice.
Animals were maintained under a standard 12-hour light/12-hour dark cycle and had access to standard chow and water ad libitum. The investigators were blinded to group allocation during data acquisition and analysis.
The transgenic β2, β3, and β4 mutant mouse constructs were created by ligating in-frame a 3× FLAG epitope to human CACNB2b cDNA (accession AAG01473), rat Cacnb3 (NM_012828), or Cacnb4 (NM_001105733). All FLAG-β cDNAs were ligated into the pJG/α-myosin heavy chain (MHC) plasmid (a gift from Jeffrey Robbins, Addgene plasmid 55594) (54). The purified transgene fragments were injected into pronuclei of fertilized mouse eggs, which were then implanted into pseudopregnant females by the Genetically Modified Mouse Models Shared Resource at Columbia University. The transgenic mice, created in a B6CBA/F2 hybrid background, were bred with WT C57BL/6N.
The N-2SA Rad–knockin mouse line with Ala substitutions for the 2 N-terminal Ser residues and the Cacnb2-null mouse were created using CRISPR/Cas9 gene editing. Validation of the single guide RNA (sgRNA) and single-stranded oligodeoxynucleotide (ssODN) was performed in the Genome Engineering and iPSC Center (GEic) at Washington University. The sgRNA for β2 knockout was ATAGGACGGCTGGTTAAAGANGG. The sgRNAs and ssODNs for creation of the N-2SA Rad mice are shown in Supplemental Figure 3. Zygotes isolated from C57BL/6N mice were electroporated with the sgRNA and ssODN at Mount Sinai School of Medicine Mouse Genetics and Gene Targeting Core. Identification of potential founders and germ-line transmission after crossing with WT C57BL/6N mice was performed by deep sequencing of genomic DNA from tail biopsies. Heterozygous N-2A Rad offspring mice were crossed to obtain homozygotes.
Clone construction and cell culture.
All Rad (accession XM_006531206) constructs were generated by gene synthesis (Gene Universal) or site-directed mutagenesis. All cDNA clones were authenticated by sequencing. HEK293T cells (ATCC, CRL-3216) were cultured in DMEM with 10% FBS and 1% Pen/Strep. We transfected rabbit α1C (accession X15539), human β2B (NM-201590.3), and WT and mutant Rad using Lipofectamine 2000 (Thermo Fisher Scientific). The media were changed 4–6 hours after transfection.
Whole-cell patch clamp electrophysiology studies in cardiomyocytes.
Mouse ventricular myocytes were isolated by enzymatic digestion using a Langendorff perfusion apparatus, and cellular electrophysiology studies were performed as described previously (2, 7, 9, 10, 55, 56). Cells without a stable baseline (possibly due to rundown or run-up) were not studied. Capacitance transients and series resistance were compensated (>85%). Voltage was corrected for liquid junction potential (–10 mV) during analysis. Leak currents were subtracted by a P/3 protocol. The conductance was normalized to cell size. After the isolated cardiomyocytes were dialyzed and adequately buffered with 10 mM BAPTA in the internal solution, cells were locally superfused with 140 mM tetraethylammonium chloride (TEA-Cl), 1.8 mM CaCl2 (or 0.5 mM BaCl2 for ramp protocol), 1 mM MgCl2, 5 mM glucose, and 10 mM HEPES, adjusted to pH 7.4 with CsOH. To measure peak currents, we held the cell membrane potential at –60 mV and stepped it to +50 mV for 150 ms in 10-mV increments every 10 seconds. In many experiments, we used a ramp protocol with a 200-ms voltage ramp from –60 mV to +60 mV (0.6 V/s) applied every 3 seconds to monitor the I-V relationship. After establishing stable records (usually after 2–3 minutes), 10 to 15 traces were recorded for control. Thereafter, isoproterenol, forskolin, or isoproterenol plus calyculin A were superfused. After the response stabilized, typically within 2 to 3 minutes for isoproterenol and 3 to 6 minutes for forskolin, 10 to 15 additional traces were recorded. When no response was observed, we continued the experiments for 4–6 minutes. The analysis of the ramp protocol experiments was previously described (6).
Forskolin (Santa Cruz Biotechnology, sc-3562) was used at a concentration of 10 μM or 50 μM made from a 10 mM stock dissolved in DMSO. Isoproterenol (Sigma-Aldrich, I5627) was applied at a concentration of 200 nM. EDTA (50 μM) was added to prevent rapid degradation of isoproterenol (57).
Whole-cell patch clamp studies of CaV1.2- and Rad-transfected HEK293 cells.
Electrophysiological recordings were carried out at room temperature 24–48 hours after transfection. After establishing a seal and achieving whole-cell configuration, external solutions were changed by the fast local perfusion method. Cells were kept at a holding potential of –50 mV. We used a ramp protocol to monitor the I-V relationship. Tail current amplitude was measured upon return to –10 mV.
Single-channel recordings.
Single-channel recordings were performed at room temperature as described previously (6). The pipette solution contained 140 mM tetraethylammonium methanesulfonate, 10 mM HEPES, and 40 mM BaCl2 at 300 mOsm/L adjusted with tetraethylammonium methanesulfonate, and pH 7.4 adjusted with tetraethylammonium hydroxide. To zero the membrane potential, we placed the cells in a bath containing 132 mM potassium glutamate, 5 mM KCl, 5 mM NaCl, 3 mM MgCl2, 2 mM ethylene glycol-bis(β-aminoethyl ether)-N,N,N′,N′-tetraacetic acid (EGTA), 10 mM glucose, and 20 mM HEPES at 300 mOsm/L adjusted with glucose and pH 7.4 adjusted with KOH. Single-channel currents were elicited by 200-ms voltage ramps from –80 to +70 mV (portions between –60 and +40 mV displayed and analyzed) and were filtered at 2 kHz using a low-pass Bessel filter. In some experiments, forskolin and calyculin were added to the bath at a final concentration of 10 mM and 100 nM, respectively. Recordings were then obtained within 10 minutes of initial treatment. For each patch, the ensemble average currents were obtained by averaging 80 to 120 sweeps with a repetition interval of 5 to 10 seconds. BayK 8644 (Tocris, 1544) was then added to the bath at a final concentration of 9 μM to count the total number of channels in each patch, obtaining 50–120 additional sweeps. Recordings were obtained from cells from at least 2 different transfections. The average PO at +30 mV was calculated following idealization using a half-height detector.
Whole-cell 2-electrode voltage clamp in Xenopus oocytes.
Frog maintenance and surgery and DNA and RNA preparation were done as described previously (18). Each oocyte was injected with 5 ng of RNAs for rabbit CaV1.2 subunits α1C, β2B, and α2δ1 (GenBank: M21948) and 1 ng mouse Rad. Channel currents from oocytes were recorded using a 2-electrode voltage clamp. Ca2+ channel currents were recorded in 40 mM Ba2+ solution: 40 mM Ba(OH)2, 50 mM NaOH, 2 mM KOH, and 5 mM HEPES, titrated to pH 7.5 with methanesulfonic acid. At the start of the recording, depolarizing pulses from –80 mV to +20 mV were applied at 10-second intervals until the amplitude of IBa has stabilized and the current was constant for at least 2 minutes before applying the I-V protocol. Pulses (20 ms) were applied from the holding potential –80 mV to voltages from –70 to +70 mV, with 10-mV steps and 10-second intervals between sweeps. Then, the currents were blocked with 200 μM Cd2+ and the net IBa at each voltage was obtained by subtracting the currents recorded in the presence of Cd2+. For each cell, the I-V curve data were fitted using Boltzmann’s equation.
Fractional shortening of isolated cardiomyocytes.
Freshly isolated myocytes were superfused with a Tyrode’s solution containing 1.2 mM CaCl2. Myocytes were field stimulated at 1 Hz. Percentage contraction of sarcomere length was measured using the SarcLen module of Ionoptix and calculated as the difference of shortest sarcomere length during a contraction subtracted from the relaxed sarcomere length, divided by the relaxed sarcomere length, all averaged over at least 8 contractions. Forskolin was used at concentration of 10 μM.
Immunoprecipitation and immunoblots.
Cardiomyocytes were lysed with a hand-held tip homogenizer in a 1% (v/v) Triton X-100 buffer containing 50 mM Tris-HCl (pH 7.4), 150 mM NaCl, 10 mM EDTA, 10 mM EGTA, cOmplete Mini Protease inhibitor tablet (Roche), and PhosSTOP (Roche). Proteins were size-separated by SDS-PAGE, transferred to nitrocellulose membranes, and probed with either a custom-made rabbit polyclonal anti–α1C subunit antibody (Yenzym; 1:1,000 dilution) (58, 59), a custom-made polyclonal anti–β subunit antibody (7), a custom-made polyclonal anti-Rad antibody (epitope: GSRGAGRERDRRRG, 1:1,000 dilution; Yenzym), anti–β-actin antibody (Santa Cruz Biotechnology, sc-47778; 1:1,000 dilution), and anti-FLAG antibody (Sigma-Aldrich, F7425; 1:1,000 dilution). Signal detection was performed with horseradish peroxidase–conjugated secondary antibodies and enhanced chemiluminescence using an Azure Biosystem 600 imager.
Flow cytometric FRET 2-hybrid assay.
HEK293T cells (ATCC CRL-3216) were cultured in 12-well plates and transfected with Lipofectamine 2000 (Thermo Fisher Scientific, 11668019). Cerulean–WT β2B and Venus-tagged WT and mutant Rad cDNA pairs (1 μg) were mixed in serum-free DMEM. FRET experiments were performed 1 day after transfection. The protein synthesis inhibitor cycloheximide (100 μM) was added to cells 2 hours before experimentation. For FRET measurements, we used an LSR II (BD Biosciences) flow cytometer, equipped with 405 nm, 488 nm, and 633 nm lasers for excitation and 18 different emission channels. Analysis was performed as described previously (6). The FRET analysis software is accessible on github at https://github.com/manubenjohny/FACS_FRET
For analysis of membrane localization using FRET, we cotransfected cDNA encoding WT or mutant Rad with membrane-localized Cerulean-CAAX. Subsequently, we measured FRET efficiencies from individual cells. Here, FRET between Cerulean-CAAX and Venus-tagged Rad results from random collision of the acceptor with the donor and is dependent on the local concentration of the acceptor, which may vary depending on whether the acceptor is localized to the membrane or cytosol. Analysis suggests that the linear slope when FRET efficiency is plotted against fluorescence intensity of the acceptor (SA,direct) is proportional to the fraction of acceptor localized to the membrane (fmem) (see Supplemental Methods). We estimated the linear slope by first binning ED-SA,direct and then calculating a linear slope using least-squares fit.
Immunofluorescence of isolated cardiomyocytes.
Isolated cardiomyocytes were fixed for 15 minutes in 4% paraformaldehyde, washed with glycine/PBS twice, treated with 0.1% Triton X-100 (v/v) in PBS (PBST) for 5 minutes, and blocked with 3% bovine serum albumin (BSA; w/v) in PBS for 1 hour. Indirect immunofluorescence was performed using either rabbit anti-FLAG antibody (1:200) or rabbit anti-CaVβ2 antibody (1:200) (7), followed by Alexa Fluor 594–labeled goat anti-mouse antibody (1:200; Thermo Fisher Scientific, A11032).
Membrane fluorescence analysis from confocal imaging.
For quantification of membrane fluorescence from confocal images of Venus-tagged Rad and variants, we used a MATLAB 2020 script (MathWorks) as summarized here. First, to segment cells automatically we created a binary image using adaptive thresholding with the imbinarize function in the Image Processing toolbox in MATLAB. Spatial filtering was used to ensure the entire cell was captured. Individual cells were segmented by separating distinct regions where pixels are 8-connected in the image using the bwlabel function. For each single cell that was segmented, we calculated the average intensity in each concentric ring identified using morphological operators, starting with the outermost ring until the centroid is reached. This iterative procedure resulted in a radially averaged fluorescence intensity profile from the centroid to the periphery of the cell. Relative membrane fluorescence was then calculated as the ratio of maximal intensity at the periphery normalized to that at the centroid.
Statistics.
Results are presented as mean ± SEM. For multiple group comparisons, 1-way ANOVA followed by multiple comparison testing was performed. For comparisons between 2 groups, an unpaired, 2-tailed t test was used. Statistical analyses were performed using Prism 8 (GraphPad). Differences were considered statistically significant at P values of less than 0.05.
Study approval.
This study conformed to the NIH Guide for the Care and Use of Laboratory Animals (National Academies Press, 2011) and protocols approved by the Institutional Animal Care and Use Committee (IACUC) of Columbia University. Xenopus experiments were approved by the Tel Aviv University IACUC (permit 01-20-083).
Data availability.
The data and study materials will be made available to other researchers for purposes of reproducing the results or replicating the procedure. Supporting data for all values underlying the data presented in the graphs are provided in the Supporting Data Values file.
Author contributions
SOM and MBJ conceived the study. SOM, MBJ, AP, ANK, SIZ, LY, JAH, SW, ND, GSP, and HMC determined the study methodology. AP, PJRM, BXC, LY, ANK, SIZ, GL, VZ, MK, and SS carried out the investigation. SOM, MBJ, AK, and AP wrote the original draft of the manuscript. PJRM, ANK, SIZ, MSB, JAH, ND, GSP, and HMC reviewed and edited the manuscript. SOM, HMC, GSP, ND, and JAH acquired funding for the study. SOM, MBJ, ND, and JAH contributed resources to the study. The order of co–first authorship was assigned based on relative contribution to the manuscript.
Supplementary Material
Acknowledgments
We thank the GEiC at Washington University in St. Louis for gRNA validation services. This publication was supported by the NIH (grants P01 HL164319, R01 HL140934, R01 HL155377, R01 HL146149, R01 HL121253, and F31HL158232) and US-Israel Binational Science Foundation grant 2021065 (to ND and SOM). These studies used the resources of the Herbert Irving Comprehensive Cancer Center funded in part through NIH Center Grant P30CA013696, and the CCTI Flow Cytometry Core, supported in part by the Office of the Director, NIH under award S10RR027050. The content is solely the responsibility of the authors and does not necessarily represent the official views of the NIH.
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Footnotes
Conflict of interest: The authors have declared that no conflict of interest exists.
Copyright: © 2024, Papa et al. This is an open access article published under the terms of the Creative Commons Attribution 4.0 International License.
Reference information: J Clin Invest. 2024;134(5):e176943. https://doi.org/10.1172/JCI176943.
Contributor Information
Arianne Papa, Email: ap3452@cumc.columbia.edu.
Bi-Xing Chen, Email: bc4@columbia.edu.
Lin Yang, Email: ly44@cumc.columbia.edu.
Sergey I. Zakharov, Email: siz2101@columbia.edu.
Guoxia Liu, Email: gl2018@columbia.edu.
Michael S. Bohnen, Email: msb2127@cumc.columbia.edu.
Vivian Zheng, Email: vmz2103@cumc.columbia.edu.
Moshe Katz, Email: moshekatz24@gmail.com.
Suraj Subramaniam, Email: suraj12000@gmail.com.
Joel A. Hirsch, Email: jhirsch@post.tau.ac.il.
Sharon Weiss, Email: lahavsha@tauex.tau.ac.il.
Nathan Dascal, Email: dascaln@post.tau.ac.il.
Arthur Karlin, Email: ak12@columbia.edu.
Geoffrey S. Pitt, Email: geoffrey.pitt@med.cornell.edu.
Henry M. Colecraft, Email: hc2405@cumc.columbia.edu.
Steven O. Marx, Email: Sm460@cumc.columbia.edu.
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Supplementary Materials
Data Availability Statement
The data and study materials will be made available to other researchers for purposes of reproducing the results or replicating the procedure. Supporting data for all values underlying the data presented in the graphs are provided in the Supporting Data Values file.