Abstract
Polyamines are ubiquitous polycationic compounds that are highly charged at physiological pH. While passing through the epididymis, sperm lose their capacity to synthesize the polyamines and, upon ejaculation, again come into contact with the polyamines contained in the seminal fluid, unleashing physiological events that improve sperm motility and capacitation. In the present work, we hypothesize about the influence of polyamines, namely, spermine, spermidine, and putrescine, on the activity of sperm channels, evaluating the intracellular concentrations of chloride [Cl−]i, calcium [Ca2+]i, sodium [Na+]i, potassium [K+]i, the membrane Vm, and pHi. The aim of this is to identify the possible regulatory mechanisms mediated by the polyamines on sperm-specific channels under capacitation and non-capacitation conditions. The results showed that the presence of polyamines did not directly influence the activity of calcium and chloride channels. However, the results suggested an interaction of polyamines with sodium and potassium channels, which may contribute to the membrane Vm during capacitation. In addition, alkalization of the pHi revealed the possible activation of sperm-specific Na+/H+ exchangers (NHEs) by the increased levels of cyclic AMP (cAMP), which were produced by soluble adenylate cyclase (sAC) and interact with the polyamines, evidence that is supported by in silico analysis.
Keywords: polyamines, spermatozoa, soluble adenylate cyclase, channels
1. Introduction
Sperm from mammals are produced and differentiate in the testis. At this stage, the sperm cell possesses all of the enzymatic machinery needed to synthesize the polyamines [1]. Polyamines are ubiquitous polycationic compounds; human seminal spermine has a concentration of 3 mM, while spermidine and putrescine have approximately ten times less [2]. These small molecules are highly charged at physiological pH [3] and supposedly enter the cytoplasm through cell-surface heparin sulfate proteoglycans and endocytosis [4]. Once the sperm cells have differentiated, they leave the testis, emerge, and pass through the epididymis. Sperm are morphologically mature at this point, but they lack of fertilization capacity, which is acquired in the epididymis [5,6]. While passing through the epididymis, sperm become fertile, but when this takes place, they lose the capacity to synthesize polyamines, which is attributed to the low and almost undetectable activity of S-adenosylmethionine decarboxylase (EC 4. 1. 1. 50.) and spermidine synthase (EC 2. 1. 5. 16.) [1,7]. Then, the intracellular concentrations of polyamines dramatically decrease [8]. Once the sperm pass through the epididymis, they are stored in the vas deferens waiting to be ejaculated, without any contact with extracellular polyamines [1,6]. Important structures of the male reproductive system include seminal vesicles and the prostate. This gland is connected with the vas deferens [2], and when the process of ejaculation begins, it secretes part of the seminal fluid, which contains water, ions (H+, Cl−, Na+, and HCO3−) [9], and polyamines. Once the polyamines have entered the cytoplasm, they can interact with a wide variety of molecular targets such as nucleic acids and proteins [3]. Their interactions with different channels of somatic cells include the modulation and blockade of some types of potassium and calcium channels [3,10]. Sperm possess specific channels allowing the flow of ions in response to continuous changes in their environment. This in/efflux of ions allows rapid modification of the intracellular concentrations of ions (calcium, chloride, potassium, and sodium) and membrane potential (Vm) [11,12]. An in/efflux of ions, changes in Vm, and alkalization of intracellular pH (pHi) result in the transduction pathways that trigger capacitation [11,13]. During the journey of the spermatozoa from the vas deferens to the female tract, the sperm contact the seminal fluid, which has a different osmolarity from vas deferens [14,15]. In addition, an event critical to capacitation is the increase of intracellular concentration of cyclic AMP (cAMP), which is mainly performed by the soluble adenylate cyclase (sAC); in turn, this is supposedly modulated by an increase of HCO3− provided by a sperm-specific Na+/H+ exchanger (sNHE) [16,17,18]. A possible response of the sperm channels to the change of osmolarity in seminal fluid and the activity of sAC may be modulated by the polyamines.
In the present work, we hypothesize that polyamines may influence the activity of sAC, which in turn modulates ion homeostasis by the alkalization of pHi. To test this hypothesis, we evaluate the effects of spermine, spermidine, and putrescine on the intracellular concentrations of chloride [Cl−]i, calcium [Ca2+]i, sodium [Na+]i, and potassium [K+]i in order to identify regulatory mechanisms mediated by the polyamines on the activity of the sperm ionic channels under capacitation and non-capacitation conditions. Furthermore, we have evaluated the effect of the polyamines on Vm and pHi under capacitation and non-capacitation conditions. Following our hypothesis that polyamines may influence the activity of sAC, we performed an in silico analysis with polyamines and sAC.
2. Results
2.1. Sperm Viability Is Not Affected by Low Concentrations of Polyamines
Sperm suspensions were incubated under capacitation conditions during 90 min in the presence or absence of polyamines. At a low concentration of each polyamine (0.1 mM), sperm viability was not affected (Figure 1). However, at a higher concentration (1.0 mM), viability was affected, with spermidine showing a statistically significant difference compared with the sample control (Figure 1). Finally, at the highest concentration (10 mM), all polyamines showed a statistically significant effect on sperm viability (Figure 1). According to these results, we selected the following concentrations of the polyamines for further experiments: spermine (1.0 mM), spermidine (0.1 mM), and putrescine (1.0 mM).
2.2. Polyamines Decrease the [Cl−]i under Capacitation Conditions
After selecting the optimal polyamine concentration, [Cl−]i was evaluated. The results showed that the presence of putrescine induces a significant increase of the Cl− influx under capacitation conditions (Figure 2A). Meanwhile, the other polyamines did not affect the Cl− influx. Nevertheless, none of the polyamines induced a change in [Cl−]i under non-capacitation conditions (Figure 2B). As a control, the inhibition of general Cl− channels was performed using 100 µM of 4,4-diisothiocyanatostilbene-2,2-disulfonic acid disodium salt hydrate (DIDS).
2.3. Polyamines Increase the [Ca2+]i under Capacitation Conditions
The results showed that the presence of putrescine induced an increase of the Ca2+ influx under capacitation conditions (Figure 2C). This rise in [Ca2+]i was statistically significant when compared with the control sample. However, under non-capacitation conditions, none of the polyamines induced an increase of the Ca2+ influx (Figure 2D); instead, they induced a decrease of it (Figure 2D). As a control, the inhibition of voltage-dependent Ca2+ channels was performed using 1 mM of NiCl2.
2.4. Polyamines Increase the [Na+]i under Capacitation Conditions
Following the finding that the presence of polyamines did not influence [Cl−]i and [Ca2+]i under non-capacitation conditions, [Na+]i was next evaluated. The results showed that the presence of putrescine induced a significant increase of the Na+ influx under capacitation conditions (Figure 3A). In contrast, under non-capacitation conditions, putrescine induced a significant decrease of [Na+]i, while the other polyamines did not induce any meaning change (Figure 3B). As a control, the inhibition of general Na+ channels was performed using 1 μM of amiloride.
2.5. Polyamines Decrease the [K+]i under Capacitation Conditions
Under non-capacitation conditions, polyamines influenced the Na+ flux. Next, we proceeded to evaluate the [K+]i. The results showed that the presence of all polyamines induced a decrease of the [K+]i under capacitation conditions (Figure 3C), with spermine being the polyamine inducing a marked effect (Figure 3C). The reduction in [K+]i was statistically significant when compared with control sample. Moreover, under non-capacitation conditions, spermine also induced a decrease of the [K+]i (Figure 3D). Putrescine and spermidine induced an increase of [K+]i, which was statistically significant when compared with the control sample (Figure 3D). As a control, the inhibition of general K+ channels was performed using 1 mM of BaCl2.
2.6. Polyamines Induce Changes in the Vm under Capacitation and Non-Capacitation Conditions
We observed changes in Na+ and K+ flux, which could influence the membrane Vm. Under capacitation conditions, the results showed that the presence of all polyamines induced a hyperpolarization of Vm, which was significantly different from the control (Figure 4A). Under non-capacitation conditions, putrescine and spermidine induced significant hyperpolarization of the Vm (Figure 4B). A control to hyperpolarize the Vm was performed using 1 μM of valinomycin.
2.7. Polyamines Influence the Alkalization of pHi during Capacitation
After observing changes in Vm, pHi was evaluated. The results showed no significant difference between the samples incubated in the presence of all polyamines compared with the control (Figure 4C) under capacitation conditions. However, under non-capacitation conditions, all polyamines induced an acidification of the pHi (Figure 4D).
2.8. Polyamines Decrease the ATP Level
The results showed a marked decrease of ATP level in the sperm incubated in the presence of spermine and spermidine (Figure 5A). However, the presence of putrescine did not induce a significant decrease of ATP level (Figure 5A). KCN− [5 mM] was used as a negative control to block the respiratory chain.
2.9. In Silico Interaction of Polyamines with Sperm sAC
The first docking between the sAC (Figure 5B) and bithionol ligand clearly reproduced the experimental binding mode of on the bicarbonate binding site with an RMSD of 1.18 Å. The predicted binding energy was of −7.5 kcal/mol. The subsequent docking of spermine, putrescine, and spermidine showed weak binding energies compared with that of bithionol (−4.4, −3.3, and −4.0 kcal/mol), which could be due to the chemical structure that makes them very flexible (Figure 5C–E). The best binding poses for the three polyamines are mainly through hydrophobic interactions (Figure 5C–E). Among them, the best compound was the spermine with −4.4 kcal/mol, which showed two hydrophilic interactions with the carbonyl of the Val167 and Lys95 amino acids, potentially explaining the obtained binding energy.
3. Discussion
In human, seminal spermine has a concentration of 3 mM; meanwhile, spermidine and putrescine has approximately ten times less [2]. These concentrations must be essential for sperm function and lack any toxic effects [19,20]. In somatic cells, the toxicity of polyamines has not been well elucidated, because these cells express the polyamine oxidase (EC 1.5.3.11). Polyamine oxidase catalyzes the conversion from spermine and spermidine to acrolein, which is a toxic compound [21]. This makes it difficult to evaluate the toxicity of polyamines themselves. On the other hand, somatic cells also express cationic amino acid transporters (SLC3A2), which impede the intracellular accumulation of high concentrations of polyamines [22]. Moreover, human spermatozoa exhibit very low expression of spermidine synthase (EC 2.5.1.16) and S-adenosyl-L-methionine decarboxylase [7]. Other key enzymes in polyamine metabolism are only present in seminal fluid [1,2,7]. Therefore, to evaluate the toxicity of the polyamines in vitro, we assayed them at a range of concentrations (0.1, 1.0, and 10 mM) and found that only the highest concentrations of polyamines (10 mM) decreased the sperm viability (Figure 1). These high assay concentrations exceed the physiological concentrations found in seminal fluid [2], so they could be toxic to sperm. Nevertheless, spermidine at 1.0 mM affected the viability of sperm (Figure 1). As such, this concentration was excluded, along with the highest concentrations upon continuing with further experiments.
Chloride channels play a major role in regulating sperm motility, capacitation, and acrosomal reaction [12,23]. The homeostasis of Cl− during capacitation is regulated by different structural families of channels. Among these, we can describe the cystic fibrosis transmembrane conductance regulator (CFTR) channels, which are present in mouse sperm [12,24]. In addition, CFTR dysfunction is related to the loss of fertility and cystic fibrosis [25]. During capacitation, [Cl−]i increases [12], and the results showed an increase of [Cl−]i induced by the putrescine (Figure 2A). Spermine and spermidine did not induce any change under capacitation conditions (Figure 2A). However, under non-capacitation conditions, none of the polyamines was able to increase [Cl−]i (Figure 2B), which could be attributable to the NaHCO3 present in the capacitation media or via the possible interaction of polyamines with casein kinase II (CK2), which also modulates the activity of CFTR. CFTR is composed of five domains: two membrane-spanning domains (MSDs), two nucleotide-binding domains (NBDs), and a regulatory (R) domain. While the MSDs form the channel pore, phosphorylation of the R domain determines channel activity, and ATP hydrolysis by the NBDs controls the channel-gating properties [12,24]. In addition, the activity of CFTR is mediated by phosphorylation carried out by CK2, which is present in mouse sperm [26]. CK2 is a ubiquitous, pleiotropic, and constitutively active Ser/Thr protein kinase with polyamine-binding subunits [27].
Ca2+ is an ion that is an important ion for sperm physiology. Under capacitation conditions, the sperm undergo a rise of the intracellular concentration of this cation [28,29], which is mediated by the activation of different channels such as transient receptor potential canonical (TRPC) [30]. Among the members of the structural TRPC family, we found that TRPC2, which is present in mouse sperm, actively contributes to the rise of [Ca2+]i that leads to the acrosomal reaction [30]. Sperm incubated in the presence of putrescine under capacitation conditions showed a significant increase of [Ca2+]i (Figure 2C) compared with the control. However, under non-capacitation conditions, we observed a decrease of [Ca2+]i in the presence of all polyamines (Figure 2D), which was possibly also attributable to the lack of NaHCO3 in non-capacitation medium and not directly to the presence of polyamines.
Na+ channels are important to sperm physiology because they lower the permeability to Na+ and may contribute to the membrane hyperpolarization during the capacitation of mouse sperm. In addition, during capacitation, the [Na+]i decreases, which may be attributable to the epithelial Na+ channels (ENaC) present in mouse sperm [23,31]. Under capacitation conditions, we observed an increase of [Na+]i only in the presence of putrescine (Figure 3A). However, under non-capacitation conditions, we observed a significant decrease of [Na+]i in the samples incubated with the same polyamine (Figure 3B). [Cl−]i and [Ca2+]i, showed a significant increases in the presence of NaHCO3 under capacitation conditions. These conditions could also be relevant to the rise of [Na+]i, since ENaC could be modulated by the activation of CFTR, which is also modulated by the rise of cAMP promoted by the presence of NaHCO3 [32].
Some K+ channels open in response to the presence of [Ca2+]i or other intracellular signaling molecules. Slo3 is a sperm-specific K+ channel found in mouse sperm, which is modulated by intracellular pH, but it is also voltage-dependent, helping to restore Vm prior to capacitation [12,33]. During capacitation, the mouse sperm membrane suffers a hyperpolarization influenced by the [K+]e; meanwhile, there is an alkalization of pHi and efflux of K+ is performed by Slo3, suggesting a decrease of [K+]i [12,34]. The results showed that all polyamines induced a reduction of [K+]i (Figure 3C); moreover, under non-capacitation conditions, we also observed a decrease of [K+]i (Figure 3D), suggesting an increase in the K+ permeability produced by the presence of spermine. Recently, it was reported that exogenous spermidine could block the MthK potassium channel in bacteria [35], which would explain the possible blockade of Slo3 and the reduction of [K+]i by polyamines.
In mouse sperm, under capacitation conditions, the sperm membrane potential hyperpolarizes, which could be influenced by the activation of Slo3, followed by a decrease of the [K+]i [12,36], a loss of permeability of Na+, and a decrease of [Na+]i [31,37]. These results suggest hyperpolarization in the presence of all polyamines (Figure 4A). In addition, under no-capacitation conditions, polyamines (putrescine and spermidine) induced a hyperpolarization of the sperm membrane (Figure 4B). It has already been reported that drugs such as amiloride, genistein, and valinomycin induce membrane hyperpolarization under non-capacitation conditions [38], and polyamines could induce the same effect. This evidence is supported by the results presented in Figure 3, where it can be observed that changes in [Na+]i and [K+]i flux may contribute to the membrane Vm, which also influences the modulation of pHi during capacitation [36,39]. The presence of polyamines allows the alkalization of pHi (Figure 4C) under capacitation conditions; nevertheless, under no-capacitation conditions, none of the polyamines induce an increase of pHi (Figure 4D), which is possibly attributable to the absence of NaHCO3 in non-capacitation medium. The maintenance of pHi is essential for cell functions, and changes in this parameter could trigger important physiological events; likewise, the regulation of sperm pHi is performed by membrane H+/ HCO3− transporters [9,40]. H+ carriers include transporters of the solute carrier 9 (SLC9) family, which are highly effective at regulating pHi. These cation exchangers constitute a family of membrane proteins commonly named Na+/H+ exchangers (NHEs) [9,41]. In mouse sperm, the pHi appears to be regulated by NHEs, and the activity of these transporters is modulated by cAMP [18,39]. There are two classes of adenylyl cyclases in mammalian cells: G protein-regulated transmembrane adenylyl cyclases (tmACs) and Ca2+-HCO3−-regulated soluble adenylyl cyclases (sACs) [39,42]. On the other hand, previous studies provide evidence in which polyamines may modulate the activity of sAC. Specifically, the addition of spermine and spermidine increased the levels of cAMP in human sperm, suggesting their possible modulation of sAC activity [43,44,45]. This evidence is supported by docking for spermine, putrescine, and spermidine, which suggests an interaction of the polyamines with the sAC (Figure 5B–E). This could be supported by previous studies in which polyamines improved sperm motility and capacitation [1,46,47]. Moreover, the decrease of ATP level in the presence of polyamines (Figure 5A) suggests that an important proportion of ATP has been used to synthesize cAMP, in addition to that used for the acquisition of capacitation and hypermotility [17].
In conclusion (Figure 6), the increases of [Ca2+]i and [Cl−]i appear to be independent of the presence of polyamines during capacitation. However, the results of this work suggest the interaction of polyamines with sodium and potassium channels, which may contribute to the membrane Vm during capacitation. In addition, the alkalization of pHi suggests a possible activation of NHEs by the increased levels of cAMP produced by sAC, which potentially interacts with the polyamines. Finally, as a perspective of this work, we will attempt to relate the activity of sAC with the variation of polymines levels in seminal fluid, which is possibly found in infertile men and patients with diabetes.
4. Materials and Methods
4.1. Materials and Reagents
All reagents were purchased from Sigma Chemical Co. (St. Louis, MO, USA) or Mallinckrodt Baker (Phillipsburg, NJ, USA), except for DiBAC4(3), which was purchased from Biotium Inc. (Fremont, CA, USA). Fura-2 AM, CoroNaTM Green, MQAE, BCECF-AM, and the FluxOR potassium ion channel assay were purchased from Thermo Fisher, Scientific (Waltham, MA, USA).
4.2. Animal Procedures
Adult male mice (CD1 albino) were obtained from the ENCB-IPN Vivarium, weighing from 20 to 25 g. They were maintained in polypropylene cages at room temperature, with a normal light/dark cycle, and provided standard commercial food and water ad libitum. The investigation and animal protocols were approved by The Institutional Ethics Committee of Escuela Nacional de Ciencias Biológicas of the Instituto Politécnico Nacional (protocol no. 902144 in Januaty the 7th of 2014) in accordance with the Guide for the Care and Use of Laboratory Animals, published by the National Institutes of Health (Bethesda, MD, USA).
4.3. Sperm Preparation
Using 154 mM of NaCl, sperm were obtained by puncture at 37 °C. Immediately thereafter, the sperm were centrifuged and resuspended in modified Tyrode´s medium at a pH 7.6 (120 mM NaCl, 2.8 mM KCl, 11.9 mM NaHCO3, 0.36 mM NaH2PO4, 0.49 mM MgCl2, 0.25 mM sodium pyruvate, 20 mM sodium lactate) 1.8 mM CaCl2, 5.56 μM glucose, and 1 mg/mL albumin to achieve capacitation conditions (capacitation medium). The same medium was modified by replacing 11.9 mM NaHCO3 with 25 mM HEPES and removing glucose and albumin to achieve non-capacitation conditions (non-capacitation medium). The final sperm concentration for each experiment was 8–10 × 106 spermatozoa/mL. Experiments were performed in triplicate at 37 °C [48].
4.4. Evaluation of Sperm Viability
Sperm suspensions were incubated in capacitation Tyrode’s medium at pH 7.6 and 37 °C for 90 min in the presence or absence of different concentrations of spermine, spermidine, and putrescine (0.1, 1.0, and 10 mM). Once the incubation was complete, to evaluate the viability and membrane integrity, double staining using fluorescein diacetate (FDA) and propidium iodide (PI) was performed on the sperm suspension. The possible toxic effects of the polyamines on the treated sperm were measured by flow cytometry using FACSAria cell sorter (Becton Dickinson, Towson, MD, USA) equipped with a 488 nm laser beam. The results were analyzed by FACSDiva software (Becton Dickinson). To confirm the effect of polyamines on sperm viability, 0.1% Triton X-100 was used as a negative control. According to the results, one concentration of each polyamine was selected for further experiments [49].
4.5. Intracellular Cl− Concentration Determination in Sperm Population
Sperm suspensions were loaded for 30 min with 10 mM Cl− fluorescent indicator MQAE at 37 °C. After incubation, these suspensions were washed by centrifugation (6000× g for 6 min) to discard the MQAE excess. Thereafter, the sperm suspensions were resuspended with fresh capacitation or non-capacitation Tyrode medium. Immediately thereafter, the sperm suspensions were transferred into a 96-well plate, and the polyamines were added at the selected concentrations: spermine at 1.0 mM, spermidine at 0.1 mM, and putrescine at 1.0 mM. After 90 min of incubation under capacitation or non-capacitation conditions, fluorescence was measured using a Synergy 2 Multi-Function Microplate Reader (Bio-Tek Instruments, Winooski, VT, USA) with excitation at 350 nm and emission at 450 nm. As a control, the inhibition of general Cl− channels was performed using 100 µM of 4,4-diisothiocyanatostilbene-2,2-disulfonic acid disodium salt hydrate (DIDS). All obtained data were interpolated in an activity calibration curve, which was constructed using the same sperm concentration (8–10 × 106 spermatozoa/mL) and incubated in capacitation or non-capacitation Tyrode´s medium, containing different concentrations of Cl− (0, 20, 40, 60, 80, and 100 mM) [37,50].
4.6. Intracellular Ca2+ Concentration Determination in Sperm Population
Sperm suspensions were loaded simultaneously for 30 min with 1 μM of Fura-2 AM and 0.05% of pluronic acid F-127. Once the incubation had been completed, the sperm suspensions were washed by centrifugation (6000× g for 6 min) to remove the excess of Fura-2 AM and pluronic acid F-127 and resuspended with fresh capacitation or non-capacitation Tyrode´s medium. Immediately thereafter, the sperm suspensions were transferred into a 96-well plate, and polyamines were added at the selected concentrations. After 90 min of incubation under capacitation or non-capacitation conditions, fluorescence was measured using a Synergy 2 Multi-Function Microplate Reader (Bio-Tek Instruments, Winooski, VT, USA) at an alternating wavelength of 340–380 nm and an emission wavelength of 510 nm. As a control, the inhibition of voltage-dependent Ca2+ channels was performed using 1 mM NiCl2. All obtained data were interpolated in an activity calibration curve, which was constructed using the same sperm concentration (8–10 × 106 spermatozoa/mL) and incubated in capacitation or non-capacitation Tyrode´s medium, containing different concentrations of Ca2+ (0, 50, 100, 200, 400, 800, and 1000 nM) [51].
4.7. Intracellular Na+ Concentration Determination in Sperm Population
Sperm suspensions were loaded for 30 min with 10 μM of CoroNaTM Green. Once the incubation had been completed, the sperm suspensions were washed by centrifugation (6000× g for 6 min) to remove the excess of CoroNaTM Green and resuspended with fresh capacitation or non-capacitation Tyrode´s medium. Immediately thereafter, the sperm suspensions were transferred into a 96-well plate, and polyamines were added at the selected concentrations. After 90 min of incubation under capacitation or non-capacitation conditions, fluorescence was measured using a Synergy 2 Multi-Function Microplate Reader (Bio-Tek Instruments, Winooski, VT, USA) with excitation at 492 nm and emission at 516 nm. As a control, the inhibition of general Na+ channels was performed using 1 μM of amiloride [23]. All obtained data were interpolated in an activity calibration curve that was constructed using the same sperm concentration (8–10 × 106 spermatozoa/mL) and incubated in capacitation or non-capacitation Tyrode´s medium, containing different concentrations of Na+ (0, 15, 30, 50, 100, and 150 mM) [52].
4.8. Intracellular K+ Concentration Determination in Sperm Population
Experiments were performed with FluxOR Potassium Ion Channel Assay, in accordance with the manufacturer´s protocol. Briefly, sperm suspensions were incubated for 60 min with loading buffer at 37 °C protected from the light. Immediately thereafter, the sperm suspensions were washed by centrifugation (6000× g for 6 min), and the loading buffer was replaced with capacitation or non-capacitation Tyrode´s medium. Polyamines were added to them at the selected concentrations to continue with the incubation during 90 min at 37 °C protected from the light. Thereafter, Tyrode´s medium was removed from the sperm suspension and immediately replaced with assay buffer. Immediately thereafter, sperm suspensions were transferred into a 96-well plate, and fluorescence was measured using a Synergy 2 Multi-Function Microplate Reader (Bio-Tek Instruments, Winooski, VT, USA) with excitation at 490 nm of excitation and emission at 525 nm. As a control, the inhibition of general K+ channels was performed using 1 mM of BaCl2 [53].
4.9. Evaluation of Sperm Vm in Sperm Population
Sperm suspensions were loaded for 60 min with the fluorescent indicator DiBAC4(3) at 37 °C. Once the incubation had been completed, the suspensions were washed by centrifugation (6000× g for 6 min) to remove the excess DiBAC4(3) and resuspended with fresh capacitation or non-capacitation Tyrode´s medium. Immediately thereafter, the sperm suspensions were transferred into a 96-well plate, and the polyamines were added at the selected concentrations. After 90 min of incubation under capacitation or non-capacitation conditions, fluorescence was measured using a Synergy 2 Multi-Function Microplate Reader (Bio-Tek Instruments, Winooski, VT, USA) with excitation at 492 nm of excitation and emission at 516 nm. A control to hyperpolarize the Vm was performed using 1 μM of valinomycin [38,54].
4.10. Quantification of Sperm pHi in Sperm Population
Sperm suspensions were loaded for 30 min with the fluorescent indicator of pHi, BCECF-AM, at 37 °C. Once the incubation had been completed, the sperm suspensions were washed by centrifugation (6000× g for 6 min) to remove the excess of BCECF-AM. In individual experiments, cells were and resuspended with fresh capacitation, non-capacitation, and modified Tyrode´s medium. Immediately thereafter, the sperm suspensions were transferred into a 96-well plate, and polyamines were added at the selected concentrations. After 90 min of incubation under capacitation or non-capacitation conditions, fluorescence was measured using a Synergy 2 Multi-Function Microplate Reader (Bio-Tek Instruments, Winooski, VT, USA) at an excitation wavelength of 490 nm and an emission wavelength of 535 nm. A pH calibration curve was made with the same sperm concentrations (8–10 × 106 spermatozoa/mL) to interpolate all data previously obtained. Sperm suspensions were incubated in capacitation or non-capacitation Tyrode´s medium with adjusted pH (7.0, 7.2, 7.4, 7.6, 7.8, and 8.0). Before recording, the sperm suspensions were permeabilized using 0.1% Triton X-100 [54].
4.11. Quantification of Sperm ATP Level
Incubation was performed for 90 min under capacitation or no-capacitation conditions, with and without spermine at 1.0 mM, spermidine at 0.1 mM, and putrescine at 1.0 mM. Immediately thereafter, the sperm suspensions (25 μL) were transferred to a conical tube, and the extraction buffer (0.1 M Tris-HCl, 4 mM EDTA, pH 7.8) was added, followed by boiling at 100 °C for 5 min. Subsequently, the sperm suspensions were centrifuged at 20,000× g for 5 min, and the supernatant was recovered. Using a luciferase bioluminescence assay, the ATP levels were measured in accordance with the manufacturer´s protocol (ATP Bioluminescent Somatic Cell Assay Kit FL-ASC; Sigma Chemical Co.). Luminescence was measured using a Synergy 2 Multi-Function Microplate Reader (Bio-Tek Instruments, Winooski, VT, USA) [55].
4.12. In Silico Study of the Interaction between Polyamines and sAC
The crystal structure of human sAC was obtained from the Protein Data Bank (PDBID: 5D0R). This molecule was co-crystallized with the allosteric inhibitor bithionol [2,2′-sulfonylbis(4,6-dichlorophenol)] located at the bicarbonate binding site [56]. The 5D0R pdb file was prepared as a receptor, removing the ligand and other molecules with the software USCF Chimera [57]. Polar hydrogens and Gasteiger charges were added with the AutoDockTools to proteins and ligands [58]. The same process was performed for the ligands spermine, spermidine, putrescine, as well as the bithionol. First docking was performed with the Autodock Vina software [59] to obtain the search space coordinates using the biothionol as a query. The search space was determined at 1 angstrom (Å) spacing, with the center coordinates located as follows: x = 15.927, y = 25.754, z = 0.016, and box size of X,Y,Z of 10. These coordinates were used to dock the three ligands tested. The binding energy for the first pose was analyzed in comparison with the ligand bithionol with the help of LigPlot-Pymol v.4.5.3 software [60].
4.13. Statistical Analysis
Statistical analysis was performed using GraphPad Prism 8 (GraphPad Software). All data are shown as the mean±SEM. Statistical significance of the results was determined using one-way ANOVA followed by Dunnett´s test. Differences were considered significant at p < 0.05.
Acknowledgments
The authors express their gratitude to MVZ Mónica Vargas Lascari for the handling of the experimental animals to carry out this study.
Abbreviations
sAC | soluble adenylate cyclase |
[Cl−]i | intracellular concentrations of chloride |
[Ca2+]i | intracellular concentrations of calcium |
[K+]i | intracellular concentrations of potassium |
[Na+]i | intracellular concentrations of sodium |
DIDS | 4,4′diisothiocyanatostilbene-2,2′-disulfonic acid disodium salt hydrate |
Vm | membrane potential |
cAMP | cyclic adenosine mono phosphate |
Author Contributions
Conceptualization, J.C.-M.; Formal analysis, C.A.-A. and G.E.J.-G.; Investigation, C.A.-A., N.O., V.A.-F., E.E.L.-R., G.E.J.-G. and J.C.-M.; Methodology, J.C.-M.; Software, E.E.L.-R.; Writing—original draft, J.C.-M.; Writing—review and editing, L.R.-P. All authors have read and agreed to the published version of the manuscript.
Funding
L R P is a fellow of the COFAA-IPN and of the SNI-CONACyT (11644), V A F is a fellow of the COFAA-IPN, C A A (53185), N O (33093), E E L R (67070) and J C M (65406) are fellows of SNI-CONACyT.
Institutional Review Board Statement
The investigation and animal protocols were approved by The Institutional Ethics Committee of Escuela Nacional de Ciencias Biológicas of the Instituto Politécnico Nacional (protocol no. 902144 in Januaty the 7th of 2014) in accordance with the Guide for the Care and Use of Laboratory Animals, published by the National Institutes of Health (Bethesda, MD, USA).
Informed Consent Statement
Not applicable.
Data Availability Statement
The data presented in this study are available on request from the corresponding author. The data are not publicly available due to privacy.
Conflicts of Interest
The authors declare that there is no conflict of interest.
Footnotes
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References
- 1.Lefèvre P.L.C., Palin M.-F., Murphy B.D. Polyamines on the Reproductive Landscape. Endocr. Rev. 2011;32:694–712. doi: 10.1210/er.2011-0012. [DOI] [PubMed] [Google Scholar]
- 2.Mann T., Lutwak-Mann C. Male Reproductive Function and Semen. Springer; New York, NY, USA: 1981. Biochemistry of Spermatozoa: Chemical and Functional Correlations in Ejaculated Semen, Andrological Aspect; pp. 195–268. [Google Scholar]
- 3.Williams K. Interactions of polyamines with ion channels. Biochem. J. 1997;325:289–297. doi: 10.1042/bj3250289. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Persson L. Polyamine homoeostasis. Essays Biochem. 2009;46:11–24. doi: 10.1042/bse0460002. [DOI] [PubMed] [Google Scholar]
- 5.Björkgren I., Sipilä P. The impact of epididymal proteins on sperm function. Reproduction. 2019;158:R155–R167. doi: 10.1530/REP-18-0589. [DOI] [PubMed] [Google Scholar]
- 6.Plant T.M., Zeleznik A., Albertini D.F., Goodman R.L., Herbison A., McCarthy M., Muglia L.J., Richards J.S. Knobil and Neill’s Physiology of Reproduction: Two-Volume the Spermatozoon. Volume 1. Academic Press; New York, NY, USA: 2014. pp. 1–2550. [Google Scholar]
- 7.Méndez J.D. Polyamine Metabolism in Sperm Cell. Diabetes Complicat. 2018;2:1–3. doi: 10.33425/2639-9326.1028. [DOI] [Google Scholar]
- 8.Melendrez C.S., Ruttle J.L., Hallford D.M., Chaudhry P.S., Casillas E.R. Polyamines in ejaculated ram spermatozoa and their relationship with sperm motility. J. Androl. 1992;13:293–296. [PubMed] [Google Scholar]
- 9.Bernardino R.L., Carrageta D.F., Sousa M., Alves M.G., Oliveira P.F. pH and male fertility: Making sense on pH homeodynamics throughout the male reproductive tract. Cell. Mol. Life Sci. 2019;76:3783–3800. doi: 10.1007/s00018-019-03170-w. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Forsythe I.D. Ion Channels: A physiological function for polyamines? Curr. Biol. 1995;5:1248–1251. doi: 10.1016/S0960-9822(95)00249-1. [DOI] [PubMed] [Google Scholar]
- 11.Gallo A., Tosti E. Ion currents involved in gamete physiology. Int. J. Dev. Biol. 2015;59:261–270. doi: 10.1387/ijdb.150202et. [DOI] [PubMed] [Google Scholar]
- 12.Santi C., Orta G., Salkoff L., Visconti P.E., Darszon A., Treviño C. K+ and Cl− Channels and Transporters in Sperm Function. Curr. Top. Dev. Biol. 2013;102:385–421. doi: 10.1016/b978-0-12-416024-8.00014-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Beltrán C., Treviño C.L., Mata-Martínez E., Chávez J.C., Sánchez-Cárdenas C., Baker M., Darszon A. Role of Ion Channels in the Sperm Acrosome Reaction. Transform. Facial Reg. Hum. Embryo. 2016;220:35–69. doi: 10.1007/978-3-319-30567-7_3. [DOI] [PubMed] [Google Scholar]
- 14.Rossato M., Balercia G., Lucarelli G., Foresta C., Mantero F. Role of seminal osmolarity in the reduction of human sperm motility. Int. J. Androl. 2002;25:230–235. doi: 10.1046/j.1365-2605.2002.00353.x. [DOI] [PubMed] [Google Scholar]
- 15.Visconti P.E., Krapf D., de la Vega-Beltrán J.L., Acevedo J.J., Darszon A. Ion channels, phosphorylation and mamma-lian sperm capacitation. Asian J. Androl. 2011;13:395–405. doi: 10.1038/aja.2010.69. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Buffone M.G., Wertheimer E.V., Visconti P.E., Krapf D. Central role of soluble adenylyl cyclase and cAMP in sperm physiology. Pt BBiochim. Biophys. Acta. 2014;1842:2610–2620. doi: 10.1016/j.bbadis.2014.07.013. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Balbach M., Gervasi M.G., Hidalgo D.M.E., Visconti P., Levin L.R., Buck J. Metabolic changes in mouse sperm during capacitation. Biol. Reprod. 2020;103:791–801. doi: 10.1093/biolre/ioaa114. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Romero F., Nishigaki T. Comparative genomic analysis suggests that the sperm-specific sodium/proton exchanger and soluble adenylyl cyclase are key regulators of CatSper among the Metazoa. Zool. Lett. 2019;5:1–12. doi: 10.1186/s40851-019-0141-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Halmekytö M., Hyttinen J.M., Sinervirta R., Utriainen M., Myöhänen S., Voipio H.M., Wahlfors J., Syrjänen S., Syrjänen K., Alhonen L. Transgenic mice aberrantly expressing human ornithine decarboxylase gene. J. Biol. Chem. 1991;266:19746–19751. [PubMed] [Google Scholar]
- 20.Hakovirta H., Keiski A., Toppari J., Halmekytö M., Alhonen L., Jänne J., Parvinen M. Polyamines and regulation of spermatogenesis: Selective stimulation of late spermatogonia in transgenic mice overexpressing the human ornithine decarbox-ylase gene. Mol. Endocrinol. 1993;7:1430–1436. doi: 10.1210/mend.7.11.8114757. [DOI] [PubMed] [Google Scholar]
- 21.Morris D.R. A new perspective on ornithine decarboxylase regulation: Prevention of polyamine toxicity is the overrid-ing theme. J. Cell Biochem. 1991;46:102–105. doi: 10.1002/jcb.240460203. [DOI] [PubMed] [Google Scholar]
- 22.Uemura T., Gerner E.W. Polyamine Transport Systems in Mammalian Cells and Tissues. Methods Mol. Biol. 2011;720:339–348. doi: 10.1007/978-1-61779-034-8_21. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Hernández-González E.O., Treviño C.L., Castellano L.E., De La Vega-Beltrán J.L., Ocampo A.Y., Wertheimer E., Visconti P.E., Darszon A. Involvement of Cystic Fibrosis Transmembrane Conductance Regulator in Mouse Sperm Capacitation. J. Biol. Chem. 2007;282:24397–24406. doi: 10.1074/jbc.M701603200. [DOI] [PubMed] [Google Scholar]
- 24.Yefimova M., Bourmeyster N., Becq F., Burel A., Lavault M.-T., Jouve G., Veau S., Pimentel C., Jégou B., Ravel C. Update on the cellular and molecular aspects of cystic fibrosis transmembrane conductance regulator (CFTR) and male fertility. Morphologie. 2019;103:4–10. doi: 10.1016/j.morpho.2018.11.001. [DOI] [PubMed] [Google Scholar]
- 25.Grasemann H., Shehnaz D., Enomoto M., Leadley M., Belik J., Ratjen F. L-ornithine derived polyamines in cystic fibro-sis airways. PLoS ONE. 2012;7:e46618. doi: 10.1371/journal.pone.0046618. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Lou D.Y., Dominguez I., Toselli P., Landesman-Bollag E., O’Brien C., Seldin D.C. The Alpha Catalytic Subunit of Protein Kinase CK2 Is Required for Mouse Embryonic Development. Mol. Cell. Biol. 2007;28:131–139. doi: 10.1128/MCB.01119-07. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Farinha C.M., Swiatecka-Urban A., Brautigan D.L., Jordan P. Regulatory Crosstalk by Protein Kinases on CFTR Traf-ficking and Activity. Front. Chem. 2016;4:1. doi: 10.3389/fchem.2016.00001. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.Miller M.R., Mansell S.A., Meyers S.A., Lishko P.V. Flagellar ion channels of sperm: Similarities and differences be-tween species. Cell Calcium. 2015;58:105–113. doi: 10.1016/j.ceca.2014.10.009. [DOI] [PubMed] [Google Scholar]
- 29.Vyklicka L., Lishko P.V. Dissecting the signaling pathways involved in the function of sperm flagellum. Curr. Opin. Cell Biol. 2020;63:154–161. doi: 10.1016/j.ceb.2020.01.015. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Castellano L.E., Treviño C.L., Rodríguez D., Serrano C.J., Pacheco J., Tsutsumi V., Felix R., Darszon A. Transient re-ceptor potential (TRPC) channels in human sperm: Expression, cellular localization and involvement in the regulation of flagel-lar motility. FEBS Lett. 2003;541:69–74. doi: 10.1016/S0014-5793(03)00305-3. [DOI] [PubMed] [Google Scholar]
- 31.Escoffier J., Krapf D., Navarrete F., Darszon A., Visconti P.E. Flow cytometry analysis reveals a decrease in intracellu-lar sodium during sperm capacitation. Pt 2J. Cell Sci. 2012;125:473–485. doi: 10.1242/jcs.093344. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Puga Molina L.C., Pinto N.A., Torres N.I., González-Cota A.L., Luque G.M., Balestrini P.A., Romarowski A., Krapf D., Santi C.M., Treviño C.L., et al. CFTR/ENaC-dependent regulation of membrane potential during human sperm capacitation is initiated by bicarbonate uptake through NBC. J. Biol. Chem. 2018;293:9924–9936. doi: 10.1074/jbc.RA118.003166. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Brown S.G., Publicover S.J., Barratt C.L.R., Da Silva S.J.M. Human sperm ion channel (dys)function: Implications for fertilization. Hum. Reprod. Updat. 2019;25:758–776. doi: 10.1093/humupd/dmz032. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Santi C.M., Martínez-López P., De La Vega-Beltrán J.L., Butler A., Alisio A., Darszon A., Salkoff L. The SLO3 sperm-specific potassium channel plays a vital role in male fertility. FEBS Lett. 2010;584:1041–1046. doi: 10.1016/j.febslet.2010.02.005. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Suma A., Granata D., Thomson A.S., Carnevale V., Rothberg B.S. Polyamine blockade and binding energetics in the MthK potassium channel. J. Gen. Physiol. 2020;152:7. doi: 10.1085/jgp.201912527. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36.Ritagliati C., Baro Graf C., Stival C., Krapf D. Regulation mechanisms and implications of sperm membrane hyperpo-larization. Mech. Dev. 2018;154:33–43. doi: 10.1016/j.mod.2018.04.004. [DOI] [PubMed] [Google Scholar]
- 37.Hernández-González E.O., Sosnik J., Edwards J., Acevedo J.J., Mendoza-Lujambio I., López-González I., Demarco I., Wertheimer E., Darszon A., Visconti P.E. Sodium and epithelial sodium channels participate in the regulation of the capacita-tion-associated hyperpolarization in mouse sperm. J. Biol. Chem. 2006;281:5623–5633. doi: 10.1074/jbc.M508172200. [DOI] [PubMed] [Google Scholar]
- 38.De La Vega-Beltran J.L., Sánchez-Cárdenas C., Krapf D., Hernandez-González E.O., Wertheimer E., Treviño C.L., Visconti P.E., Darszon A. Mouse Sperm Membrane Potential Hyperpolarization Is Necessary and Sufficient to Prepare Sperm for the Acrosome Reaction. J. Biol. Chem. 2012;287:44384–44393. doi: 10.1074/jbc.M112.393488. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.Wang D., Hu J., Bobulescu I.A., Quill T.A., McLeroy P., Moe O.W., Garbers D.L. A sperm-specific Na+/H+ exchanger (sNHE) is critical for expression and in vivo bicarbonate regulation of the soluble adenylyl cyclase (sAC) Proc. Natl. Acad. Sci. USA. 2007;104:9325–9330. doi: 10.1073/pnas.0611296104. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Nishigaki T., José O., González-Cota A.L., Romero F., Treviño C.L., Darszon A. Intracellular pH in sperm physiology. Biochem. Biophys. Res. Commun. 2014;450:1149–1158. doi: 10.1016/j.bbrc.2014.05.100. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41.Martins A.D., Bernardino R.L., Neuhaus-Oliveira A., Sousa M., Sá R., Alves M.G., Oliveira P.F. Physiology of Na+/H+ Exchangers in the Male Reproductive Tract: Relevance for Male Fertility. Biol. Reprod. 2014;91:11. doi: 10.1095/biolreprod.114.118331. [DOI] [PubMed] [Google Scholar]
- 42.Hess K.C., Jones B.H., Marquez B., Chen Y., Ord T.S., Kamenetsky M., Miyamoto C., Zippin J.H., Kopf G.S., Suarez S.S., et al. The “Soluble” Adenylyl Cyclase in Sperm Mediates Multiple Signaling Events Required for Fertilization. Dev. Cell. 2005;9:249–259. doi: 10.1016/j.devcel.2005.06.007. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43.Shah G.V., Sheth A.R., Mugatwala P.P., Rao S.S. Effect of spermine on adenyl cyclase activity of spermatozoa. Experientia. 1975;31:631–632. doi: 10.1007/BF01944596. [DOI] [PubMed] [Google Scholar]
- 44.Casillas E.R., Elder C.M., Hoskins D.D. Adenylate cyclase activity of bovine spermatozoa during maturation in the epididymis and the activation of sperm particulate adenylate cyclase by GTP and polyamines. J. Reprod. Fertil. 1980;59:297–302. doi: 10.1530/jrf.0.0590297. [DOI] [PubMed] [Google Scholar]
- 45.Shah G.V., Sheth A.R. Inhibition of phosphodiesterase activity of human spermatozoa by spermine. Experientia. 1978;34:980–981. doi: 10.1007/BF01915298. [DOI] [PubMed] [Google Scholar]
- 46.Méndez J.D., Hernández M.P. Effect of L-arginine and polyamines on sperm motility. Ginecol. Obstet. Mex. 1993;61:229–234. [PubMed] [Google Scholar]
- 47.Morales M.E., Rico G., Bravo C., Tapia R., Alvarez C., Méndez J.D. Progressive motility increase caused by L-arginine and polyamines in sperm from patients with idiopathic and diabetic asthenozoospermia. Ginecol. Obstet. Mex. 2003;71:297–303. [PubMed] [Google Scholar]
- 48.Cordero-Martínez J., Flores-Alonso J.C., Aguirre-Alvarado C., Oviedo N., Alcántara-Farfán V., García-Pérez C.A., Bermúdez-Ruiz K.F., Jiménez-Gutiérrez G.E.I., Rodriguez-Paez L., De Anda N.A.O. Influence of Echeveria gibbiflora DC aqueous crude extract on mouse sperm energy metabolism and calcium-dependent channels. J. Ethnopharmacol. 2019;248:112321. doi: 10.1016/j.jep.2019.112321. [DOI] [PubMed] [Google Scholar]
- 49.Cordero-Martínez J., Reyes-Miguel T., Rodríguez-Páez L., Garduño-Siciliano L., Maldonado-García D., Roa-Espitia A.L., Hernández-González E.O. TMEM16A inhibition impedes capacitation and acquisition of hyperactivated motility in guinea pig sperm. J. Cell. Biochem. 2018;119:5944–5959. doi: 10.1002/jcb.26789. [DOI] [PubMed] [Google Scholar]
- 50.Wang L.-W., Chen L.-X., Liu S.-W., Li Y., Zou L.-L., Guan Y.-T., Peng S., Zheng L.-X., Deng S.-M., Zhu L.-Y. Chloride channels are involved in sperm motility and are downregulated in spermatozoa from patients with asthenozoospermia. Asian J. Androl. 2017;19:418–424. doi: 10.4103/1008-682X.181816. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51.Li K., Xue Y., Chen A., Jiang Y., Xie H., Shi Q., Zhang S., Ni Y. Heat Shock Protein 90 Has Roles in Intracellular Calcium Homeostasis, Protein Tyrosine Phosphorylation Regulation, and Progesterone-Responsive Sperm Function in Human Sperm. PLoS ONE. 2014;9:e115841. doi: 10.1371/journal.pone.0115841. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 52.Vílchez M.C., Morini M., Peñaranda D.S., Gallego V., Asturiano J.F., Pérez L. Sodium affects the sperm motility in the European eel. Comp. Biochem. Physiol. Part A Mol. Integr. Physiol. 2016;198:51–58. doi: 10.1016/j.cbpa.2016.04.008. [DOI] [PubMed] [Google Scholar]
- 53.Beacham D.W., Blackmer T., Grady M.O., Hanson G.T. Cell-Based Potassium Ion Channel Screening Using the FluxOR™ Assay. J. Biomol. Screen. 2010;15:441–446. doi: 10.1177/1087057109359807. [DOI] [PubMed] [Google Scholar]
- 54.Naz R.K. The Effect of Curcumin on Intracellular pH (pHi), Membrane Hyperpolarization and Sperm Motility. J. Reprod. Infertil. 2014;15:62–70. [PMC free article] [PubMed] [Google Scholar]
- 55.Bhattacharjee R., Goswami S., Dey S., Gangoda M., Brothag C., Eisa A., Woodgett J., Phiel C., Kline D., Vijayara-ghavan S. Isoform-specific requirement for GSK3α in sperm for male fertility. Biol. Reprod. 2018;99:384–394. doi: 10.1093/biolre/ioy020. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 56.Kleinboelting S., Ramos-Espiritu L., Buck H., Colis L., Heuvel J.V.D., Glickman J.F., Levin L.R., Buck J., Steegborn C. Bithionol Potently Inhibits Human Soluble Adenylyl Cyclase through Binding to the Allosteric Activator Site. J. Biol. Chem. 2016;291:9776–9784. doi: 10.1074/jbc.M115.708255. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 57.Pettersen E.F., Goddard T.D., Huang C.C., Couch G.S., Greenblatt D.M., Meng E.C., Ferrin T.E. UCSF Chimera—A visualization system for exploratory research and analysis. J. Comput. Chem. 2004;25:1605–1612. doi: 10.1002/jcc.20084. [DOI] [PubMed] [Google Scholar]
- 58.Morris G.M., Huey R., Lindstrom W., Sanner M.F., Belew R.K., Goodsell D.S., Olson A.J. AutoDock4 and Auto-DockTools4: Automated docking with selective receptor flexibility. J. Comput. Chem. 2009;30:2785–2791. doi: 10.1002/jcc.21256. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 59.Trott O., Olson A.J. AutoDock Vina: Improving the speed and accuracy of docking with a new scoring function, efficient optimization, and multithreading. J. Comput. Chem. 2010;31:455–461. doi: 10.1002/jcc.21334. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 60.Laskowski R.A., Swindells M.B. LigPlot+: Multiple ligand-protein interaction diagrams for drug discovery. J. Chem. Inf. Model. 2011;51:2778–2786. doi: 10.1021/ci200227u. [DOI] [PubMed] [Google Scholar]
Associated Data
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Data Availability Statement
The data presented in this study are available on request from the corresponding author. The data are not publicly available due to privacy.