Abstract
Background
The population of stallion spermatozoa that survive thawing experience compromised mitochondrial functionality and accelerated senescence, among other changes. It is known that stallion spermatozoa show very active oxidative phosphorylation that may accelerate sperm senescence through increased production of reactive oxygen species. Rosiglitazone has been proven to enhance the glycolytic capability of stallion spermatozoa maintained at ambient temperature.
Objectives
Thus, we hypothesized that thawed sperm may also benefit from rosiglitazone supplementation.
Materials and methods
Thawed sperm were washed and resuspended in Tyrodes media, and the samples were divided and supplemented with 0 or 75 μM rosiglitazone. After one and two hours of incubation, mitochondrial functionality, Akt phosphorylation and caspase 3 activity were evaluated. Additional samples were incubated in the presence of an Akt1/2 inhibitor, compound C (an AMPK inhibitor) or GW9662 (an antagonist of the PPARγ receptor).
Results
Rosiglitazone maintained Akt phosphorylation and reduced caspase 3 activation (p<0.01), both of which were prevented by incubation in the presence of the three inhibitors. Rosiglitazone also enhanced mitochondrial functionality (P<0.01).
Conclusion
We provide the first evidence that the functionality of frozen stallion spermatozoa can be potentially improved after thawing through the activation of pro survival pathways, providing new clues for improving current sperm biotechnology.
Introduction
Stallion spermatozoa can be stored in a liquid state for short periods, or it can be frozen for longer-term storage. Storing spermatozoa in a frozen state has numerous advantages; however, its widespread use is still constrained by a number of weaknesses [1]. Among them are high stallion-to-stallion variability and insufficient standardization of the freezing and thawing procedures. While cryopreservation induces mortality for an average 50% of the initial population of spermatozoa [1–4], the surviving spermatozoa are not completely functional; on the contrary, they experience accelerated senescence that requires more intense and costly mare management for insemination to compensate for this reduced lifespan. Most of the studies on sperm cryopreservation have aimed to increase the number of spermatozoa surviving the procedure, but studies aiming to improve the quality of the surviving population are scarce. Although the changes induced by cryopreservation have been extensively investigated, mostly focusing on cryopreservation induced necrosis [5–7], few studies have addressed the physiology of spermatozoa surviving freezing and thawing. There are not many studies that have tried to develop measures to increase the quality of frozen spermatozoa after thawing, with the exception of procedures to remove dead and damaged spermatozoa from the cryopreserved sample [8–10].
The population of spermatozoa surviving freezing and thawing experience changes that were recently termed spermptosis [11]. These changes basically represent acceleration of the apoptotic pathway to death that most spermatozoa undergo after ejaculation [12, 13]. In brief, osmotic shock induces membrane and mitochondrial damage [14], then the mitochondrial damage causes impairment of redox regulation, leading to lipid, protein and DNA modifications in the spermatozoa, resulting in decreased motility and viability [11, 15, 16]. Other changes recently described in relation to cryopreservation include increased intracellular Na+ and membrane depolarization due to the compromised functionality of the Na+-K+ATPase pump [17]. Akt (also called protein kinase B) plays a major role in the regulation of sperm survival. When this kinase remains phosphorylated, spermatozoa are viable, but upon dephosphorylation of Akt, pro-caspase 3 is cleaved and the spermatozoa rapidly enter a default apoptotic pathway and finally lose their ability to maintain motility [18, 19]. The cryopreserved spermatozoa show impaired mitochondrial activity due to oxidative stress and the osmotic damage that occurs during thawing [20–23]; further, cryopreserved spermatozoa present diminished mitochondrial oxygen consumption [24]. This damage compromises the capability of thawed stallion spermatozoa to produce ATP through oxidative phosphorylation [15, 25, 26]. Thus, the cryopreserved spermatozoa have lower motility and lower ATP content compromising their functionality and finally their fertilizing ability. Rosiglitazone can improve the glycolytic activity of stallion spermatozoa maintained at ambient temperature for extended periods [27]; moreover, human [28] and porcine [29] studies indicate that rosiglitazone activates pro-survival pathways in spermatozoa. In view of these facts, our hypothesis was that thawed stallion spermatozoa may also benefit from rosiglitazone supplementation.
Materials and methods
Animals
The ethical committee of the University of Extremadura approved the study AGL-2017-83149-R. The only manipulation of the animals was semen collection under regular veterinary practices. Six pure Spanish horses were used in this study (Table 1); the animals were fed with hay and grain, given water ad libitum and exercised daily in a horse exerciser. Ejaculates were collected using a prewarmed lubricated Missouri Model artificial vagina (Minutüb Ibérica, Tarragona, Spain) with an in line filter to eliminate the gel fraction. After collection, the semen was extended at 1:2 in INRA 96 (IMV L’Aigle France) and immediately transported to the laboratory for evaluation and processing.
Table 1. Summary of the stallions used in this study.
Stallion | Age | Breed | Motility % (CASA) | Morphology (% of normal spermatozoa) |
---|---|---|---|---|
1 | 11 | PSH | 89 ± 1.32 | 74 ± 1.33 |
2 | 12 | PSH | 83 ± 1.51 | 59 ± 1.75 |
3 | 11 | PSH | 71 ± 3.09 | 51 ± 2.1 |
4 | 8 | PSH | 80 ± 4.76 | 80 ± 1.51 |
5 | 6 | PSH | 87 ± 1.01 | 70 ± 1.26 |
6 | 13 | PSH | 86 ± 1.39 | 58 ± 1.19 |
Data presented as the means ± SEM
PSH Pure Spanish Horse
Reagents and media
Hoechst 33342 (excitation: 350 nm, emission: 461 nm) (Ref: H3570); 5,5’,6,6’–tetrachloro-1,1’,3,3’tetraethylbenzymidazolyl carbocianyne iodine (JC-1) (excitation: 488 nm, emission: 530 nm, monomer form) (excitation: 561 nm, emission: 591 nm, aggregate form) (Ref: T3168); CellRox Deep Red Reagent (excitation: 644 nm, emission: 655 nm) (Ref: C10422); Cell Event Caspase-3/7 Green Detection Reagent (excitation, 502 nm, emission: 530 nm) (Ref: C10423); Annexin V Alexa Fluor 647 conjugate (excitation: 650 nm, emission: 665 nm) (Ref: A23204); and ethidium homodimer (excitation, 528 nm, emission, 617 nm) (Ref: E1169) were purchased from ThermoFisher Scientific (Molecular Probes) (Waltham, Massachusetts, USA). Anti-phospho-Akt (Ser 473) (D9E) XP Rabbit mAb (Alexa Fluor 488 conjugate was acquired from Cell Signalling Technology (Danvers, Massachusetts, USA). Rosiglitazone, dorsomorphin, GW9662 and an Akt I-II kinase inhibitor and all other reagents unless otherwise specified were purchased from Sigma-Aldrich (Madrid, Spain).
Experimental design
Frozen doses of spermatozoa (triplicate ejaculates from 6 different stallions) stored in our center were used in this study. The samples were previously obtained from stallions housed in our center as described in the section “Animals” following Institutional and European Animal care regulations (Law 6/2923 June 11th and European Directive 2010/63/EU), and collected and processed following the same protocol described in previous publications of our laboratory [11, 15, 30, 31]. Straws were thawed in a water bath at 37°C for at least 30 s and were then diluted in prewarmed INRA-96 (Humeco, Huesca, Spain) extender to a final concentration of 50 × 106 spermatozoa/ml. The samples were centrifuged (600 g × 10’) and resuspended in Tyrode’s media [32] to a final concentration of 50×106 spermatozoa/ml. The semen was split into subsamples for control and experimental treatments and incubated in a water bath at 37°C. The doses of rosiglitazone were selected based on a previously published work [27], and incubation of the stallion spermatozoa was performed in the presence of three different concentrations (0: vehicle control DMSO 1:1000, 50, 75 and 100 μM) (Fig 1). Then, the rest of the experiments were conducted in the presence of 75 μM rosiglitazone and in the presence of specific inhibitors. Sperm functions studied included motility and kinematics, mitochondrial membrane potential, production of superoxide and live spermatozoa, caspase 3, phosphorylation of Akt and determination of the oxidation reduction potential.
Sperm motility
Sperm motility was assessed using a Computer Assisted Sperm Analysis (CASA) system (ISAS Proiser, Valencia, Spain). Semen was loaded in a 20 μm deep Leja chamber (Leja, Amsterdam, The Netherlands) and placed on a warmed stage at 37°C. The analysis was based on an evaluation of 60 consecutive digitalized images obtained using a 10× negative phase-contrast objective (Olympus CX 41). At least three different fields were recorded to ensure that at least 300 spermatozoa were analyzed per sample. Spermatozoa with a VAP (average velocity) <15 μm/s were considered immotile, while spermatozoa with a VAP > 35 μm/s were considered motile. Spermatozoa deviating < 45% from a straight line were classified as linearly motile.
Simultaneous detection of mitochondrial membrane potential and superoxide production
Aliquots of thawed spermatozoa were loaded with JC-1 (90 nM), CellROX deep red (2.5 μM) and Hoechst 33342 (0.25 μM) in the dark for 30 min at 22°C [33]. The samples were then run in a flow cytometer (MACSQuant VYB Miltenyi Biotech) provided with yellow laser excitation; mitochondrial membrane potential and superoxide production were investigated only in live cells using H 33342 as a viability indicator [34] and a tool to gate out non sperm events. Positive controls consisted of samples supplemented with 10 μM oligomycin to inhibit the ATP synthase a prevent incorporation of H+ in the mitochondrial matrix, while the negative controls were samples treated with 5 μM of the mitochondrial uncoupler CCCP.
Measurement of oxidation-reduction potential
Oxidation-reduction potential was measured using a RedoxSYS Diagnostic system (Englewood CO, USA). This is a novel technology that measures in 4 min the static oxidation reduction potential (sORP) by measuring the potential of an electrochemical cell under static conditions, followed by measuring the capacity of oxidation reduction potential (cORP), which is the total amount of readily oxidizable molecules [35]. This technique has already been validated to determine the oxidation reduction potential of the semen and spermatozoa [36–42]. In brief, 30 μL of spermatozoa was loaded in the sample port of the pre-inserted disposable sensor, and the measurement began at the moment of loading. After 4 minutes, the static oxidative-reduction potential (sORP) is provided in millivolts (mV). ORP is calculated with the Nerst equation ORP = Eo−RT/nF ln[Red]/[Ox], being Eo = standard reduction potential, R = universal gas constant, T = absolute temperature, n = number of moles of exchanged electrons, F = Faraday constant, [Red] = concentration of reduced species, [Ox] = concentration of oxidized species[41].
According to the manufacturer, sORP is measured while applying a low oxidizing current (1 nA) to the sample. After allowing 1 min and 50 s for equilibration, the reader measures twice per second over 10 s the difference in potential between the working and reference electrode in mV. Subsequently, cORP was measured by applying a linearly increasing oxidizing current until the charge rapidly changes between the working and reference electrode, indicating that all readily oxidizable molecules are fully oxidized. The time until the charge changes was used to calculate the number of electrons needed to cause charge changes and is reported in μCoulomb (μC). As controls, we used seminal plasma (rich in antioxidants)[1, 43–48], saline solution (lack of known antioxidants) and samples treated with vitamin E and menadione.
Staining for determination of live and dead cells and caspase 3 and 7 activity
This protocol has been developed in the laboratory where the present research was conducted and has been extensively described in previous publications [15, 16, 18, 49, 50]. In brief, spermatozoa (5 × 106/mL) in 1 mL of PBS were stained with CellEvent 2 μM and 0.5 μM Hoechst 33342 and incubated for 25’ in the dark at 22°C. Then, 0.3 μM of Eth-1 was added to each sample and after incubation for 5 additional minutes the samples were immediately evaluated in a flow cytometer (Cytoflex flow cytometer, Beckman Coulter). CellEvent staining was validated using western blotting as described in [50]. Positive controls were obtained by incubating stallion spermatozoa at 37°C for 3 hours in the presence of three known inductors of apoptosis [51–55], staurosporine 10 μM, thapsigargin 50 μM and betulinic acid 50 μM.
Simultaneous assessment of caspase 3 activity and phosphatidylserine (PS) translocation
Spermptotic changes were detected in spermatozoa with the use of Annexin V 674 conjugate (Molecular Probes, Leiden Holland), which detects the translocation of phosphatidylserine (PS) from the inner to the outer leaflet of the plasma membrane and is associated with membrane changes related to sperm processing and with the CellEvent Caspase 3/7 Green Detection Reagent. This consists of a four amino acid peptide (DEVD) conjugated to a nucleic acid binding dye. The activation of caspase 3 and caspase 7 proteins enables them to cleave the caspase 3/7 recognition sequence that is encoded in the DEVD peptide. Cleavage of the recognition sequence and binding of the DNA by the reagent labels apoptotic cells[56]. Both stains were combined in a multiparametric test and evaluated by FC[57]. A final concentration of 5 × 10 6 spermatozoa/ml was obtained by adding 10 μL of diluted spermatozoa to 990 μL of Annexin Binding Buffer. Then, the samples were loaded with Hoechst 33342 (0.3 μM) and CellEvent (2 μM) and incubated at room temperature for 15 minutes. Next, the samples were washed by a short centrifugation spin for 12”and suspended in 200 μl of Annexin binding-buffer (solution in 10 mM HEPES, 140 mM NaCl, 2.5 mM CaCl2, pH 7.4). To 200 μL of sample per assay, 5 μL of Annexin V was added. After 15 minutes of incubation in the dark at room temperature, 400 μL of 1 × Annexin binding-buffer was added before reading it in the flow cytometer (Cytoflex flow cytometer, Beckman Coulter).
Detection of phosphorylated AKT (Ser 473) in stallion spermatozoa
Samples were washed in PBS and fixed with 2% paraformaldehyde in PBS for 10 minutes at 4°C; after fixation, the cells were washed (centrifuged at 473 ×g for 8 minutes at room temperature) twice with PBS and once with PBS-1% BSA, and permeabilized for 30 min in 0.1% saponin in PBS-1% BSA. Then, the samples were stained with 2 μL/ml of phospho-AKT Alexa fluor 488 conjugate (cat n° 4071, Cell Signalling Technology) and incubated in PBS-1% BSA for 30 min in the dark at room temperature. Samples were then washed again in PBS and analyzed in the flow cytometer (Cytoflex flow cytometer (Beckman Coulter). This flow cytometry protocol has been previously validated in our laboratory [18].
Flow cytometry
Flow cytometry analyses were conducted using a Cytoflex flow cytometer (Beckman Coulter) equipped with violet (405 nm), blue (488 nm) and red lasers (635 nm) and a MACSQuant VYB (Miltenyi Biotech) flow cytometer equipped with yellow (561 nm), violet (405 nm), and blue lasers (488 nm) as sources of excitation. The quadrants or regions used to quantify the frequency of each sperm subpopulation depended on the particular assay. Forward and sideways light scatter were recorded for a total of 50,000 events per sample. Gating the spermatozoa population after Hoechst 33342 staining eliminated nonsperm events. The instruments were calibrated daily using specific calibration beads provided by the manufacturers. A compensation overlap was performed before each experiment. Files were exported as FCS files and analyzed using FlowjoV 10.4.1 Software (Ashland, OR, USA). Unstained, single-stained, and Fluorescence Minus One (FMO) controls were used to determine compensations and positive and negative events, as well as to set regions of interest as described in previous publications from our laboratory [18, 58, 59].
Computational flow cytometry (t-SNE analysis)
Flow cytometry data are usually analyzed using a series of 2D plots and manual gating; however, the increase in the number of parameters measured increased the number of 2D plots to display for every marker combination. For example, a combination of four colors requires 30 2D plots. To overcome these problems, computational methods to automatically identify populations in multidimensional flow cytometry data have been developed [60]. Using Flowjo v 10.5.3 software (Ashland, OR, USA) compensated data of each multiparametric assay as described in the material and methods, the data were exported as FCS files from the flow cytometer and loaded into Flowjo for computational analysis. Data were downsampled, concatenated and single cell events analyzed. Flow cytometry data were analyzed using non-linear dimensional reduction techniques (t-SNE). This technique identifies clusters within multidimensional data without losing single cell resolution [61, 62], allowing for automatic gating of cells. Within the t-SNE maps generated, heat maps were applied to identify the expression of specific markers.
Statistical analysis
Frozen semen samples were obtained from 6 different stallions. All experiments were repeated at least three times with independent samples (three separate ejaculates from each of the donor stallions). The normality of the data was assessed using the Kolmogorov-Smirnoff test. Since the data were normally distributed, paired t tests and one-way ANOVA followed by Dunnett’s multiple comparisons test were performed using GraphPad Prism version 7.00 for Mac, GraphPad Software, La Jolla California USA, www.graphpad.com. Overton cumulative histogram subtraction was also performed [63] to determine positivity in selected cytometry analysis; in brief, this method determines the percent of the events that are considered to have positive florescence for the selected parameter by subtracting out the florescence of the control. Differences were considered significant when P < 0.05 and are indicated as the following: * P<0.05 and ** P<0.01. Results are displayed as the means ± SEM.
Results
Rosiglitazone in the thawing media improves sperm motility
Post thaw incubation with rosiglitazone (75 μM) showed significant improvements in motility after two hours of incubation (P<0.05, one way ANOVA, n = 18). Both the percentages of total motile spermatozoa (36.0 ± 5.0 in controls vs 45.0±5.2% in samples supplemented with rosiglitazone 75 μM) and linear motile spermatozoa showed significant improvements (P<0.05, one way ANOVA n = 18) with the treatment (Fig 1A and 1B). Other concentrations of rosiglitazone tested had no effect.
Rosiglitazone enhances mitochondrial function in thawed stallion spermatozoa
Mitochondrial impairment is a hallmark of thawed stallion spermatozoa [11, 22, 64, 65] and is also considered an early event in spermptosis [11]. To determine if rosiglitazone is able to improve mitochondrial function, thawed stallion spermatozoa were incubated in the presence of rosiglitazone (75 μM), and after one and two hours of incubation the mitochondrial function of the surviving spermatozoa was investigated using JC-1. Since the production of the superoxide anion (02•-) is a byproduct of oxidative phosphorylation in the mitochondria [66, 67], the production of 02•- was concurrently investigated. Rosiglitazone significantly increased (P<0.05 and P<0.001, two tails paired t test, n = 18, after 1 and two hours of incubation, respectively) the mitochondrial potential of the surviving spermatozoa at both timepoints examined (Fig 2A–2D). Increased mitochondrial activity estimated as an increased presence of JC-1 aggregates [56] also occurred (P<0.05 two tails paired t test n = 18) without concomitant increases in the production of 02•- after 1 hour of incubation (Fig 2E), but there was a significant increase (P<0.01, two tails paired t test, n = 18) in 02•- in the supplemented samples after 2 hours of incubation at 38°C (Fig 2F). When the analysis was performed on a cell by cell basis of the whole sperm population, the heat map generated after the t-SNE analysis showed evident changes indicating that rosiglitazone increased mitochondrial activity (estimated as the number of JC-1 aggregates) compared with controls (Fig 2A and 2B) in the whole sperm population, although the changes varied in degree. Additionally, to identify the major source of 02•-, a heat map was generated for superimposing the APC channel (CellRox deep red) over the JC-1/H33342 2D plot (Fig 2C), showing that the major production of 02•- occurred in the more active mitochondria (Fig 2D, blue circle and black arrow).
Effect of rosiglitazone on the oxidation reduction potential (sORP)
To determine if the increased production of superoxide is just caused by intense mitochondrial activity [66] or is a sign of oxidative stress, the oxidation-reduction status of the samples was investigated. No changes were observed in the static oxidation reduction potential (sORP) or in the total antioxidant capacity in the supplemented samples (Fig 3) (n.s., two tails paired t test, n = 18).
Rosiglitazone reduces caspase 3 activation without changes in phosphatidylserine transposition
Since it has been reported that caspase activation triggers sperm senescence [18], we studied the effect of rosiglitazone on caspase 3 activation and phosphatidylserine (PS) transposition; when thawing media was supplemented with 75 μM rosiglitazone, a significant decrease of >25% in respect to the initial values in controls after 1 and 2 hours of incubation occurred (two tails paired t test, n = 18, P<0.05, P<0.01, respectively) (Fig 4A and 4B). Study of the t-SNE map also showed a decrease in caspase 3 activation (Fig 5A and 5B). No changes induced by rosiglitazone were observed in PS (Fig 4C and 4D). The combined 2D dot plot and heat map of the Annexin-V fluorescence intensity revealed that most of the caspase 3 positive spermatozoa were also Annexin-V positive (Fig 4E, red circle).
Rosiglitazone phosphorylates Akt and increases the percentage of live non apoptotic spermatozoa
Previous findings from our laboratory linked the dephosphorylation of Akt to the activation of caspase 3 in ejaculated stallion spermatozoa [18]. We hypothesized that rosiglitazone may be linked to Akt phosphorylation. Incubation of thawed stallion spermatozoa in the presence of rosiglitazone maintained phosphorylated Akt after two hours of incubation at 37°C in comparison with untreated controls (two tails paired t test, P<0.05, n = 18) (Figs 6 and 7). Furthermore, samples incubated in the presence of 75 μM rosiglitazone showed an increased percentage of live non apoptotic spermatozoa, 23.0 ± 1.9 in controls vs 35.0± 1.4% in 75 μM rosiglitazone supplemented samples (P<0.05, two tails paired t test, n = 18).
Inhibition of Akt, PPARγ and AMPK abolished the reduction of caspase 3 activation induced by rosiglitazone
The effects of rosiglitazone can be mediated by the PPARγ receptor and/or by the phosphorylation of the AMPK[68–70]. In both cases, Akt can be phosphorylated [29]. To determine if the effects observed from supplementing with rosiglitazone could be reverted by inhibiting PPARγ, pAMPK and AKT phosphorylation, samples were incubated in the presence of an Akt1/2 inhibitor (30 μM)[18], GW9662 (inhibitor of PPARγ, 10 μM)[27] and dorsomorphin (an inhibitor of AMPK, 100μM)[27] and then incubated in the presence of rosiglitazone 75 μM. As seen in the previous experiment, rosiglitazone reduced caspase 3 activation (one way ANOVA, n = 18, P<0.01); however, when the samples were incubated in the presence of rosiglitazone and the three inhibitors, at one and two hours of incubation the reduced caspase 3 activation induced by the rosiglitazone was no longer present (Fig 8A and 8B).
Discussion
In this study, we aimed to determine whether the quality of frozen stallion spermatozoa can be improved after thawing. Traditional approaches to improve sperm survival after freezing and thawing have focused on the improvement of extenders, sperm selection prefreezing or post thawing, and freezing and thawing rates [8, 71–77]. Few studies have focused on the development of methods to improve sperm quality after the thawing phase; moreover, few studies have addressed the biology of thawed spermatozoa. Our results show that the functionality of thawed stallion spermatozoa can be improved through the activation of pro-survival pathways; in particular, its mitochondrial function can be significantly improved using this strategy.
Recent studies point to stallion spermatozoa as highly dependent on intracellular thiols for their proper functionality [15, 30, 78] and highly dependent on oxidative phosphorylation in the mitochondria as the main source of ATP for motility, but they act mainly in maintenance of membrane functionality [21, 65, 67, 79, 80]. These facts have important implications for the selection of more fertile spermatozoa [67] and sperm conservation [20, 79–81]. The thawed spermatozoa are characterized by compromised mitochondrial function [11, 17] and an unstable redox status, leading rapidly to oxidative stress [1, 17, 48]. We aimed to induce metabolic flexibility to improve the functionality of thawed spermatozoa, a strategy that has proven successful in the conservation of stallion spermatozoa kept at ambient temperature for long periods [27]. Moreover, we studied the potential mechanisms behind this improvement. The PPAR γ agonist rosiglitazone induced clear improvements in mitochondrial function and reduced caspase 3 activity and these effects were also linked to increased phosphorylation of Akt. Previous reports indicate the importance of Akt phosphorylation in sperm function [18, 19, 82, 83] and recently a link between PPARγ agonists and Akt phosphorylation in human [28] and pig spermatozoa [29] has been reported. Moreover, strategies to maintain Akt phosphorylation in spermatozoa have proven to be successful in human sperm cryopreservation [82, 84].
The approach described in our work allowed us to maintain p-Akt (the phosphorylated form) in thawed spermatozoa. Moreover, the use of specific Akt inhibitors provided further support to the proposed relationship between p-Akt and proper sperm function, as reported for human [19, 28] and equine spermatozoa [18, 85]. It may be of practical importance to underscore the fact that phosphorylated Akt can be maintained in thawed sperm through the use of rosiglitazone; this fact may indicate that after thawing spermatozoa, in spite of the dramatic osmotic stress occurring during the procedure, the spermatozoa may maintain mechanisms to regulate their lifespan. This is an interesting finding, since it opens a new approach to develop strategies to improve the quality of frozen spermatozoa after thawing. The balance between survival or death pathways activation may depend on the capability to regulate redox homeostasis [16]. In different cellular models, Akt regulates mitochondrial function, and this regulation is not necessarily dependent on transcriptional activity [86], supporting the proposed mechanism described here of enhanced mitochondrial function after PPARγ agonist treatment in spermatozoa. Further supporting this hypothesis, treatment of stallion spermatozoa with Akt inhibitors prevented improvements after rosiglitazone treatment, as did inhibition of PPARγ and AMPK, although a negative effect of the inhibitor in the absence of rosiglitazone cannot be excluded. However, the inhibitor treatments indicated that in stallions most of the effect of rosiglitazone may be related to AMPK activation, since this effect has been previously reported in stallion spermatozoa maintained in the liquid state [27]; in addition, the PPARγ inhibitor was less efficient at reverting rosiglitazone’s effects. More interestingly, rosiglitazone enhanced mitochondrial function while maintaining redox homeostasis; although increased superoxide production was observed after two hours, the oxidation reduction potential sORP did not change, suggesting that, as previously reported [24], increased production of superoxide may be an indicator of intense mitochondrial activity. However, although superoxide production is somewhat mitochondrial specific, it can also be produced by NADPH oxidases in the sperm head. Additionally, there is some evidence that mitochondrial ribosomes in the spermatozoa are both transcriptionally and translationally active [87], so the possibility that rosiglitazone may be acting through translational pathways warrants further investigation.
Cryopreservation depletes the thiols in spermatozoa, causing an unstable redox status that rapidly evolves to redox deregulation [88]. This situation induces caspase 3 activation and sperm death. The results reported here show that this form of sperm death can be delayed. In fact, we observed that supplemented samples showed a higher percentage of live non-apoptotic spermatozoa after two hours of incubation (Fig 6D). The positive outcome of rosiglitazone supplementation reported here can be attributed to the activation of metabolic flexibility. In this way, spermatozoa may be more effective at using glycolysis [27] and β oxidation of fatty acids [89] for energy production. Additionally, as revealed in our experiment, this pathway improves the efficiency of mitochondrial function. Mitochondrial function is considered a hallmark of functional spermatozoa [90–92], and more fertile stallion samples show more active mitochondria [67]; these reports support the concept that the quality and fertilizing ability of thawed samples can be modulated after thawing.
In conclusion, thawed stallion spermatozoa can be improved post thaw through mechanisms that maintain Akt in the phosphorylated state, which is a process that may involve AMPK and PPARγ activation. Moreover, these findings may have practical applications to improve the quality of thawed samples independently of the initial freezing protocol.
Acknowledgments
The authors received financial support for this study from the Ministerio de Economía y Competitividad-FEDER, Madrid, Spain, grants AGL2017-83149-R, Junta de Extremadura-FEDER (IB16030 and GR18008).
PRESENTATION AT SCIENTIFIC CONFERENCE
Preliminary results were presented at the XII International Symposium on Equine Reproduction, 22–28 July 2018, Cambridge, UK, the abstract is available at:
https://www.sciencedirect.com/science/article/pii/S073708061830251X?via%3Dihub
Data Availability
All relevant data are within the paper.
Funding Statement
This work was supported by Ministerio de Economía y Competitividad-FEDER, Madrid, Spain, grants AGL2017-83149-R, Junta de Extremadura-FEDER (IB16030 and GR18008). IP for the grants FJPV. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
References
- 1.Neagu VR, Garcia BM, Rodriguez AM, Ferrusola CO, Bolanos JM, Fernandez LG, et al. Determination of glutation peroxidase and superoxide dismutase activities in canine seminal plasma and its relation with sperm quality and lipid peroxidation post thaw. Theriogenology. 2011;75(1):10–6. 10.1016/j.theriogenology.2010.07.004 . [DOI] [PubMed] [Google Scholar]
- 2.Graham JK. Cryopreservation of stallion spermatozoa. The Veterinary clinics of North America Equine practice. 1996;12(1):131–47. Epub 1996/04/01. . [DOI] [PubMed] [Google Scholar]
- 3.Heitland AV, Jasko DJ, Squires EL, Graham JK, Pickett BW, Hamilton C. Factors affecting motion characteristics of frozen-thawed stallion spermatozoa. Equine veterinary journal. 1996;28(1):47–53. Epub 1996/01/01. . [DOI] [PubMed] [Google Scholar]
- 4.Bedford SJ, Jasko DJ, Graham JK, Amann RP, Squires EL, Pickett BW. Effect of seminal extenders containing egg yolk and glycerol on motion characteristics and fertility of stallion spermatozoa. Theriogenology. 1995;43(5):955–67. Epub 1995/04/01. . [DOI] [PubMed] [Google Scholar]
- 5.Mazur P, Koshimoto C. Is intracellular ice formation the cause of death of mouse sperm frozen at high cooling rates? Biology of reproduction. 2002;66(5):1485–90. 10.1095/biolreprod66.5.1485 . [DOI] [PubMed] [Google Scholar]
- 6.Henry MA, Noiles EE, Gao D, Mazur P, Critser JK. Cryopreservation of human spermatozoa. IV. The effects of cooling rate and warming rate on the maintenance of motility, plasma membrane integrity, and mitochondrial function. Fertility and sterility. 1993;60(5):911–8. . [PubMed] [Google Scholar]
- 7.Petrunkina AM, Jebe E, Topfer-Petersen E. Regulatory and necrotic volume increase in boar spermatozoa. J Cell Physiol. 2005;204(2):508–21. 10.1002/jcp.20317 . [DOI] [PubMed] [Google Scholar]
- 8.Ortega Ferrusola C, Gonzalez Fernandez L, Macias Garcia B, Salazar-Sandoval C, Morillo Rodriguez A, Rodriguez Martinez H, et al. Effect of cryopreservation on nitric oxide production by stallion spermatozoa. Biology of reproduction. 2009;81(6):1106–11. 10.1095/biolreprod.109.078220 . [DOI] [PubMed] [Google Scholar]
- 9.Macias-Garcia B, Gonzalez-Fernandez L, Gallardo-Bolanos JM, Pena FJ, Johannisson A, Morrell JM. Androcoll-E large selects a subset of live stallion spermatozoa capable of producing ROS. Anim Reprod Sci. 2012;132(1–2):74–82. Epub 2012/04/27. 10.1016/j.anireprosci.2012.03.017 . [DOI] [PubMed] [Google Scholar]
- 10.Morrell JM, Garcia BM, Pena FJ, Johannisson A. Processing stored stallion semen doses by Single Layer Centrifugation. Theriogenology. 2011;76(8):1424–32. Epub 2011/07/30. 10.1016/j.theriogenology.2011.06.011 . [DOI] [PubMed] [Google Scholar]
- 11.Ortega-Ferrusola C, Anel-Lopez L, Martin-Munoz P, Ortiz-Rodriguez JM, Gil MC, Alvarez M, et al. Computational flow cytometry reveals that cryopreservation induces spermptosis but subpopulations of spermatozoa may experience capacitation-like changes. Reproduction. 2017;153(3):293–304. 10.1530/REP-16-0539 . [DOI] [PubMed] [Google Scholar]
- 12.Aitken RJ, Baker MA, Nixon B. Are sperm capacitation and apoptosis the opposite ends of a continuum driven by oxidative stress? Asian J Androl. 2015;17(4):633–9. 10.4103/1008-682X.153850 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Aitken RJ, Findlay JK, Hutt KJ, Kerr JB. Apoptosis in the germ line. Reproduction. 2011;141(2):139–50. 10.1530/REP-10-0232 . [DOI] [PubMed] [Google Scholar]
- 14.Gonzalez-Fernandez L, Morrell JM, Pena FJ, Macias-Garcia B. Osmotic shock induces structural damage on equine spermatozoa plasmalemma and mitochondria. Theriogenology. 2012;78(2):415–22. Epub 2012/05/15. 10.1016/j.theriogenology.2012.02.021 . [DOI] [PubMed] [Google Scholar]
- 15.Munoz PM, Ferrusola CO, Lopez LA, Del Petre C, Garcia MA, de Paz Cabello P, et al. Caspase 3 Activity and Lipoperoxidative Status in Raw Semen Predict the Outcome of Cryopreservation of Stallion Spermatozoa. Biol Reprod. 2016;95(3):53 10.1095/biolreprod.116.139444 . [DOI] [PubMed] [Google Scholar]
- 16.Martin Munoz P, Ortega Ferrusola C, Vizuete G, Plaza Davila M, Rodriguez Martinez H, Pena FJ. Depletion of Intracellular Thiols and Increased Production of 4-Hydroxynonenal that Occur During Cryopreservation of Stallion Spermatozoa Lead to Caspase Activation, Loss of Motility, and Cell Death. Biol Reprod. 2015;93(6):143 Epub 2015/11/06. 10.1095/biolreprod.115.132878 . [DOI] [PubMed] [Google Scholar]
- 17.Ortega Ferrusola C, Anel-Lopez L, Ortiz-Rodriguez JM, Martin Munoz P, Alvarez M, de Paz P, et al. Stallion spermatozoa surviving freezing and thawing experience membrane depolarization and increased intracellular Na. Andrology. 2017. 10.1111/andr.12419 . [DOI] [PubMed] [Google Scholar]
- 18.Gallardo Bolanos JM, Balao da Silva CM, Martin Munoz P, Morillo Rodriguez A, Plaza Davila M, Rodriguez-Martinez H, et al. Phosphorylated AKT preserves stallion sperm viability and motility by inhibiting caspases 3 and 7. Reproduction. 2014;148(2):221–35. 10.1530/REP-13-0191 . [DOI] [PubMed] [Google Scholar]
- 19.Pujianto DA, Curry BJ, Aitken RJ. Prolactin exerts a prosurvival effect on human spermatozoa via mechanisms that involve the stimulation of Akt phosphorylation and suppression of caspase activation and capacitation. Endocrinology. 2010;151(3):1269–79. 10.1210/en.2009-0964 . [DOI] [PubMed] [Google Scholar]
- 20.Hall SE, Aitken RJ, Nixon B, Smith ND, Gibb Z. Electrophilic aldehyde products of lipid peroxidation selectively adduct to heat shock protein 90 and arylsulfatase A in stallion spermatozoa. Biol Reprod. 2017;96(1):107–21. 10.1095/biolreprod.116.145292 . [DOI] [PubMed] [Google Scholar]
- 21.Davila MP, Munoz PM, Bolanos JM, Stout TA, Gadella BM, Tapia JA, et al. Mitochondrial ATP is required for the maintenance of membrane integrity in stallion spermatozoa, whereas motility requires both glycolysis and oxidative phosphorylation. Reproduction. 2016;152(6):683–94. 10.1530/REP-16-0409 . [DOI] [PubMed] [Google Scholar]
- 22.Pena FJ, Plaza Davila M, Ball BA, Squires EL, Martin Munoz P, Ortega Ferrusola C, et al. The Impact of Reproductive Technologies on Stallion Mitochondrial Function. Reproduction in domestic animals = Zuchthygiene. 2015;50(4):529–37. 10.1111/rda.12551 . [DOI] [PubMed] [Google Scholar]
- 23.Gonzalez Martin-Moro J, Sastre-Perez J, Pena Fernandez I. Horner syndrome after temporomandibular joint arthroscopy: a new complication. Journal of oral and maxillofacial surgery: official journal of the American Association of Oral and Maxillofacial Surgeons. 2009;67(6):1320–2. 10.1016/j.joms.2008.12.018 . [DOI] [PubMed] [Google Scholar]
- 24.Darr CR, Cortopassi GA, Datta S, Varner DD, Meyers SA. Mitochondrial oxygen consumption is a unique indicator of stallion spermatozoal health and varies with cryopreservation media. Theriogenology. 2016;86(5):1382–92. Epub 2016/06/01. 10.1016/j.theriogenology.2016.04.082 . [DOI] [PubMed] [Google Scholar]
- 25.Bajerski F, Stock J, Hanf B, Darienko T, Heine-Dobbernack E, Lorenz M, et al. ATP Content and Cell Viability as Indicators for Cryostress Across the Diversity of Life. Front Physiol. 2018;9:921 Epub 2018/08/02. 10.3389/fphys.2018.00921 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Heiskanen ML, Pirhonen A, Koskinen E, Maenpaa PH. Motility and ATP content of extended equine spermatozoa in different storage conditions. J Reprod Fertil Suppl. 1987;35:103–7. Epub 1987/01/01. . [PubMed] [Google Scholar]
- 27.Swegen A, Lambourne SR, Aitken RJ, Gibb Z. Rosiglitazone Improves Stallion Sperm Motility, ATP Content, and Mitochondrial Function. Biol Reprod. 2016;95(5):107 10.1095/biolreprod.116.142687 . [DOI] [PubMed] [Google Scholar]
- 28.Aquila S, Bonofiglio D, Gentile M, Middea E, Gabriele S, Belmonte M, et al. Peroxisome proliferator-activated receptor (PPAR)gamma is expressed by human spermatozoa: its potential role on the sperm physiology. J Cell Physiol. 2006;209(3):977–86. 10.1002/jcp.20807 . [DOI] [PubMed] [Google Scholar]
- 29.Santoro M, Guido C, De Amicis F, Sisci D, Vizza D, Gervasi S, et al. Sperm metabolism in pigs: a role for peroxisome proliferator-activated receptor gamma (PPARgamma). J Exp Biol. 2013;216(Pt 6):1085–92. 10.1242/jeb.079327 . [DOI] [PubMed] [Google Scholar]
- 30.Ortega Ferrusola C, Martin Munoz P, Ortiz-Rodriguez JM, Anel-Lopez L, Balao da Silva C, Alvarez M, et al. Depletion of thiols leads to redox deregulation, production of 4-hydroxinonenal and sperm senescence: a possible role for GSH regulation in spermatozoa. Biol Reprod. 2018. Epub 2018/11/13. 10.1093/biolre/ioy241 . [DOI] [PubMed] [Google Scholar]
- 31.Ortega Ferrusola C, Anel-Lopez L, Ortiz-Rodriguez JM, Martin Munoz P, Alvarez M, de Paz P, et al. Stallion spermatozoa surviving freezing and thawing experience membrane depolarization and increased intracellular Na(). Andrology. 2017;5(6):1174–82. 10.1111/andr.12419 . [DOI] [PubMed] [Google Scholar]
- 32.Balao da Silva CM, Ortega Ferrusola C, Gallardo Bolanos JM, Plaza Davila M, Martin-Munoz P, Morrell JM, et al. Effect of overnight staining on the quality of flow cytometric sorted stallion sperm: comparison with tradtitional protocols. Reprod Domest Anim. 2014;49(6):1021–7. 10.1111/rda.12431 . [DOI] [PubMed] [Google Scholar]
- 33.Gil MC, Ferrusola CO, Anel-Lopez L, Ortiz-Rodriguez JM, Alvarez M, de Paz P, et al. A simple flow cytometry protocol to determine simultaneously live, dead and apoptotic stallion spermatozoa in fresh and frozen thawed samples. Anim Reprod Sci. 2017. 10.1016/j.anireprosci.2017.12.009 . [DOI] [PubMed] [Google Scholar]
- 34.Gil MC, Ferrusola CO, Anel-Lopez L, Ortiz-Rodriguez JM, Alvarez M, de Paz P, et al. A simple flow cytometry protocol to determine simultaneously live, dead and apoptotic stallion spermatozoa in fresh and frozen thawed samples. Anim Reprod Sci. 2018;189:69–76. 10.1016/j.anireprosci.2017.12.009 . [DOI] [PubMed] [Google Scholar]
- 35.Bobe G, Cobb TJ, Leonard SW, Aponso S, Bahro CB, Koley D, et al. Increased static and decreased capacity oxidation-reduction potentials in plasma are predictive of metabolic syndrome. Redox Biol. 2017;12:121–8. 10.1016/j.redox.2017.02.010 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36.Agarwal A, Arafa M, Chandrakumar R, Majzoub A, AlSaid S, Elbardisi H. A multicenter study to evaluate oxidative stress by oxidation-reduction potential, a reliable and reproducible method. Andrology. 2017;5(5):939–45. Epub 2017/07/21. 10.1111/andr.12395 . [DOI] [PubMed] [Google Scholar]
- 37.Agarwal A, Sharma R, Henkel R, Roychoudhury S, Sikka SC, du Plessis S, et al. Cumene hydroperoxide induced changes in oxidation-reduction potential in fresh and frozen seminal ejaculates. Andrologia. 2018;50(1). Epub 2017/03/16. 10.1111/and.12796 . [DOI] [PubMed] [Google Scholar]
- 38.Agarwal A, Bui AD. Oxidation-reduction potential as a new marker for oxidative stress: Correlation to male infertility. Investig Clin Urol. 2017;58(6):385–99. Epub 2017/11/11. 10.4111/icu.2017.58.6.385 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.Ahmad G, Agarwal A, Esteves SC, Sharma R, Almasry M, Al-Gonaim A, et al. Ascorbic acid reduces redox potential in human spermatozoa subjected to heat-induced oxidative stress. Andrologia. 2017;49(10). Epub 2017/03/03. 10.1111/and.12773 . [DOI] [PubMed] [Google Scholar]
- 40.Agarwal A, Roychoudhury S, Sharma R, Gupta S, Majzoub A, Sabanegh E. Diagnostic application of oxidation-reduction potential assay for measurement of oxidative stress: clinical utility in male factor infertility. Reproductive biomedicine online. 2017;34(1):48–57. Epub 2016/11/15. 10.1016/j.rbmo.2016.10.008 . [DOI] [PubMed] [Google Scholar]
- 41.Agarwal A, Roychoudhury S, Bjugstad KB, Cho CL. Oxidation-reduction potential of semen: what is its role in the treatment of male infertility? Ther Adv Urol. 2016;8(5):302–18. Epub 2016/10/04. 10.1177/1756287216652779 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Agarwal A, Sharma R, Roychoudhury S, Du Plessis S, Sabanegh E. MiOXSYS: a novel method of measuring oxidation reduction potential in semen and seminal plasma. Fertility and sterility. 2016;106(3):566–73 e10. Epub 2016/06/05. 10.1016/j.fertnstert.2016.05.013 . [DOI] [PubMed] [Google Scholar]
- 43.Li J, Barranco I, Tvarijonaviciute A, Molina MF, Martinez EA, Rodriguez-Martinez H, et al. Seminal plasma antioxidants are directly involved in boar sperm cryotolerance. Theriogenology. 2018;107:27–35. Epub 2017/11/13. 10.1016/j.theriogenology.2017.10.035 . [DOI] [PubMed] [Google Scholar]
- 44.Agarwal A, Durairajanayagam D, Halabi J, Peng J, Vazquez-Levin M. Proteomics, oxidative stress and male infertility. Reproductive biomedicine online. 2014;29(1):32–58. 10.1016/j.rbmo.2014.02.013 . [DOI] [PubMed] [Google Scholar]
- 45.Lakpour N, Mahfouz RZ, Akhondi MM, Agarwal A, Kharrazi H, Zeraati H, et al. Relationship of seminal plasma antioxidants and serum male hormones with sperm chromatin status in male factor infertility. Systems biology in reproductive medicine. 2012;58(5):236–44. Epub 2012/05/29. 10.3109/19396368.2012.689923 . [DOI] [PubMed] [Google Scholar]
- 46.Mostafa T, Anis T, El Nashar A, Imam H, Osman I. Seminal plasma reactive oxygen species-antioxidants relationship with varicocele grade. Andrologia. 2012;44(1):66–9. Epub 2011/06/10. 10.1111/j.1439-0272.2010.01111.x . [DOI] [PubMed] [Google Scholar]
- 47.Lewis SE, Sterling ES, Young IS, Thompson W. Comparison of individual antioxidants of sperm and seminal plasma in fertile and infertile men. Fertility and sterility. 1997;67(1):142–7. Epub 1997/01/01. . [DOI] [PubMed] [Google Scholar]
- 48.Ortega Ferrusola C, Gonzalez Fernandez L, Morrell JM, Salazar Sandoval C, Macias Garcia B, Rodriguez-Martinez H, et al. Lipid peroxidation, assessed with BODIPY-C11, increases after cryopreservation of stallion spermatozoa, is stallion-dependent and is related to apoptotic-like changes. Reproduction. 2009;138(1):55–63. 10.1530/REP-08-0484 . [DOI] [PubMed] [Google Scholar]
- 49.Ortega-Ferrusola C, Gil MC, Rodriguez-Martinez H, Anel L, Pena FJ, Martin-Munoz P. Flow cytometry in Spermatology: A bright future ahead. Reprod Domest Anim. 2017. 10.1111/rda.13043 . [DOI] [PubMed] [Google Scholar]
- 50.Ortega-Ferrusola C, Sotillo-Galan Y, Varela-Fernandez E, Gallardo-Bolanos JM, Muriel A, Gonzalez-Fernandez L, et al. Detection of "apoptosis-like" changes during the cryopreservation process in equine sperm. J Androl. 2008;29(2):213–21. 10.2164/jandrol.107.003640 . [DOI] [PubMed] [Google Scholar]
- 51.Malsy M, Bitzinger D, Graf B, Bundscherer A. Staurosporine induces apoptosis in pancreatic carcinoma cells PaTu 8988t and Panc-1 via the intrinsic signaling pathway. Eur J Med Res. 2019;24(1):5 Epub 2019/01/29. 10.1186/s40001-019-0365-x [DOI] [PMC free article] [PubMed] [Google Scholar]
- 52.Huang F, Wang P, Wang X. Thapsigargin induces apoptosis of prostate cancer through cofilin-1 and paxillin. Oncol Lett. 2018;16(2):1975–80. Epub 2018/07/17. 10.3892/ol.2018.8833 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 53.Kumar P, Bhadauria AS, Singh AK, Saha S. Betulinic acid as apoptosis activator: Molecular mechanisms, mathematical modeling and chemical modifications. Life Sci. 2018;209:24–33. Epub 2018/08/05. 10.1016/j.lfs.2018.07.056 . [DOI] [PubMed] [Google Scholar]
- 54.Engel KM, Springsguth CH, Grunewald S. What happens to the unsuccessful spermatozoa? Andrology. 2018;6(2):335–44. Epub 2018/02/14. 10.1111/andr.12467 . [DOI] [PubMed] [Google Scholar]
- 55.Paasch U, Sharma RK, Gupta AK, Grunewald S, Mascha EJ, Thomas AJ Jr., et al. Cryopreservation and thawing is associated with varying extent of activation of apoptotic machinery in subsets of ejaculated human spermatozoa. Biol Reprod. 2004;71(6):1828–37. Epub 2004/08/03. 10.1095/biolreprod.103.025627 . [DOI] [PubMed] [Google Scholar]
- 56.Cossarizza A, Chang HD, Radbruch A, Akdis M, Andra I, Annunziato F, et al. Guidelines for the use of flow cytometry and cell sorting in immunological studies. Eur J Immunol. 2017;47(10):1584–797. Epub 2017/10/13. 10.1002/eji.201646632 . [DOI] [PMC free article] [PubMed] [Google Scholar]
- 57.Ortega-Ferrusola C, Gil MC, Rodriguez-Martinez H, Anel L, Pena FJ, Martin-Munoz P. Flow cytometry in Spermatology: A bright future ahead. Reprod Domest Anim. 2017;52(6):921–31. Epub 2017/08/18. 10.1111/rda.13043 . [DOI] [PubMed] [Google Scholar]
- 58.Pena FJ, Johannisson A, Wallgren M, Rodriguez-Martinez H. Assessment of fresh and frozen-thawed boar semen using an Annexin-V assay: a new method of evaluating sperm membrane integrity. Theriogenology. 2003;60(4):677–89. . [DOI] [PubMed] [Google Scholar]
- 59.Martin Munoz P, Ortega Ferrusola C, Vizuete G, Plaz Davila M, Rodriguez Martinez H, Pena Vega FJ. Depletion of Intracellular Thiols and Increased Production of 4-Hydroxynonenal That Occur During Cryopreservation of Stallion Spermatozoa Leads to Caspase Activation, Loss of Motility, and Cell Death. Biol Reprod. 2015. 10.1095/biolreprod.115.132878 . [DOI] [PubMed] [Google Scholar]
- 60.Mair F, Hartmann FJ, Mrdjen D, Tosevski V, Krieg C, Becher B. The end of gating? An introduction to automated analysis of high dimensional cytometry data. Eur J Immunol. 2016;46(1):34–43. 10.1002/eji.201545774 . [DOI] [PubMed] [Google Scholar]
- 61.Shekhar K, Brodin P, Davis MM, Chakraborty AK. Automatic Classification of Cellular Expression by Nonlinear Stochastic Embedding (ACCENSE). Proc Natl Acad Sci U S A. 2014;111(1):202–7. 10.1073/pnas.1321405111 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 62.Chester C, Maecker HT. Algorithmic Tools for Mining High-Dimensional Cytometry Data. J Immunol. 2015;195(3):773–9. 10.4049/jimmunol.1500633 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 63.Overton WR. Modified histogram subtraction technique for analysis of flow cytometry data. Cytometry. 1988;9(6):619–26. 10.1002/cyto.990090617 . [DOI] [PubMed] [Google Scholar]
- 64.Martin Munoz P, Anel-Lopez L, Ortiz-Rodriguez JM, Alvarez M, de Paz P, Balao da Silva C, et al. Redox cycling induces spermptosis and necrosis in stallion spermatozoa while the hydroxyl radical (OH*) only induces spermptosis. Reprod Domest Anim. 2017. 10.1111/rda.13052 . [DOI] [PubMed] [Google Scholar]
- 65.Plaza Davila M, Martin Munoz P, Tapia JA, Ortega Ferrusola C, Balao da Silva CC, Pena FJ. Inhibition of Mitochondrial Complex I Leads to Decreased Motility and Membrane Integrity Related to Increased Hydrogen Peroxide and Reduced ATP Production, while the Inhibition of Glycolysis Has Less Impact on Sperm Motility. PLoS One. 2015;10(9):e0138777 10.1371/journal.pone.0138777 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 66.Darr CR, Varner DD, Teague S, Cortopassi GA, Datta S, Meyers SA. Lactate and Pyruvate Are Major Sources of Energy for Stallion Sperm with Dose Effects on Mitochondrial Function, Motility, and ROS Production. Biol Reprod. 2016;95(2):34 Epub 2016/06/24. 10.1095/biolreprod.116.140707 . [DOI] [PubMed] [Google Scholar]
- 67.Gibb Z, Lambourne SR, Aitken RJ. The paradoxical relationship between stallion fertility and oxidative stress. Biology of reproduction. 2014;91(3):77 10.1095/biolreprod.114.118539 . [DOI] [PubMed] [Google Scholar]
- 68.Kliewer SA, Lenhard JM, Willson TM, Patel I, Morris DC, Lehmann JM. A prostaglandin J2 metabolite binds peroxisome proliferator-activated receptor gamma and promotes adipocyte differentiation. Cell. 1995;83(5):813–9. Epub 1995/12/01. . [DOI] [PubMed] [Google Scholar]
- 69.Lehmann JM, Moore LB, Smith-Oliver TA, Wilkison WO, Willson TM, Kliewer SA. An antidiabetic thiazolidinedione is a high affinity ligand for peroxisome proliferator-activated receptor gamma (PPAR gamma). J Biol Chem. 1995;270(22):12953–6. Epub 1995/06/02. 10.1074/jbc.270.22.12953 . [DOI] [PubMed] [Google Scholar]
- 70.Feinstein DL, Spagnolo A, Akar C, Weinberg G, Murphy P, Gavrilyuk V, et al. Receptor-independent actions of PPAR thiazolidinedione agonists: is mitochondrial function the key? Biochem Pharmacol. 2005;70(2):177–88. Epub 2005/06/01. 10.1016/j.bcp.2005.03.033 . [DOI] [PubMed] [Google Scholar]
- 71.Oldenhof H, Bigalk J, Hettel C, de Oliveira Barros L, Sydykov B, Bajcsy AC, et al. Stallion Sperm Cryopreservation Using Various Permeating Agents: Interplay Between Concentration and Cooling Rate. Biopreserv Biobank. 2017;15(5):422–31. 10.1089/bio.2017.0061 . [DOI] [PubMed] [Google Scholar]
- 72.Heutelbeck A, Oldenhof H, Rohn K, Martinsson G, Morrell JM, Sieme H. Use of density centrifugation for delayed cryopreservation of stallion sperm: perform sperm selection directly after collection or after storage? Reprod Domest Anim. 2015;50(1):76–83. 10.1111/rda.12451 . [DOI] [PubMed] [Google Scholar]
- 73.Cordova A, Strobel P, Vallejo A, Valenzuela P, Ulloa O, Burgos RA, et al. Use of hypometabolic TRIS extenders and high cooling rate refrigeration for cryopreservation of stallion sperm: presence and sensitivity of 5' AMP-activated protein kinase (AMPK). Cryobiology. 2014;69(3):473–81. 10.1016/j.cryobiol.2014.10.008 . [DOI] [PubMed] [Google Scholar]
- 74.Olaciregui M, Gil L, Monton A, Luno V, Jerez RA, Marti JI. Cryopreservation of epididymal stallion sperm. Cryobiology. 2014;68(1):91–5. 10.1016/j.cryobiol.2013.12.009 . [DOI] [PubMed] [Google Scholar]
- 75.Gibb Z, Morris LH, Maxwell WM, Grupen CG. Dimethyl formamide improves the postthaw characteristics of sex-sorted and nonsorted stallion sperm. Theriogenology. 2013;79(7):1027–33. 10.1016/j.theriogenology.2013.01.013 . [DOI] [PubMed] [Google Scholar]
- 76.Morillo Rodriguez A, Balao da Silva C, Macias-Garcia B, Gallardo Bolanos JM, Tapia JA, Aparicio IM, et al. Dimethylformamide improves the in vitro characteristics of thawed stallion spermatozoa reducing sublethal damage. Reprod Domest Anim. 2012;47(6):995–1002. 10.1111/j.1439-0531.2012.02005.x . [DOI] [PubMed] [Google Scholar]
- 77.Stuhtmann G, Oldenhof H, Peters P, Klewitz J, Martinsson G, Sieme H. Iodixanol density gradient centrifugation for selecting stallion sperm for cold storage and cryopreservation. Anim Reprod Sci. 2012;133(3–4):184–90. 10.1016/j.anireprosci.2012.06.017 . [DOI] [PubMed] [Google Scholar]
- 78.Balao da Silva CM, Ortega-Ferrusola C, Morrell JM, Rodriguez Martinez H, Pena FJ. Flow Cytometric Chromosomal Sex Sorting of Stallion Spermatozoa Induces Oxidative Stress on Mitochondria and Genomic DNA. Reprod Domest Anim. 2016;51(1):18–25. Epub 2015/11/26. 10.1111/rda.12640 . [DOI] [PubMed] [Google Scholar]
- 79.Gibb Z, Lambourne SR, Curry BJ, Hall SE, Aitken RJ. Aldehyde Dehydrogenase Plays a Pivotal Role in the Maintenance of Stallion Sperm Motility. Biol Reprod. 2016;94(6):133 10.1095/biolreprod.116.140509 . [DOI] [PubMed] [Google Scholar]
- 80.Gibb Z, Lambourne SR, Quadrelli J, Smith ND, Aitken RJ. L-carnitine and pyruvate are prosurvival factors during the storage of stallion spermatozoa at room temperature. Biol Reprod. 2015;93(4):104 10.1095/biolreprod.115.131326 . [DOI] [PubMed] [Google Scholar]
- 81.Aitken JB, Naumovski N, Curry B, Grupen CG, Gibb Z, Aitken RJ. Characterization of an L-amino acid oxidase in equine spermatozoa. Biol Reprod. 2015;92(5):125 10.1095/biolreprod.114.126052 . [DOI] [PubMed] [Google Scholar]
- 82.Najafi A, Asadi E, Moawad AR, Mikaeili S, Amidi F, Adutwum E, et al. Supplementation of freezing and thawing media with brain-derived neurotrophic factor protects human sperm from freeze-thaw-induced damage. Fertil Steril. 2016;106(7):1658–65 e4. 10.1016/j.fertnstert.2016.09.004 . [DOI] [PubMed] [Google Scholar]
- 83.Silva JV, Freitas MJ, Correia BR, Korrodi-Gregorio L, Patricio A, Pelech S, et al. Profiling signaling proteins in human spermatozoa: biomarker identification for sperm quality evaluation. Fertil Steril. 2015;104(4):845–56 e8. 10.1016/j.fertnstert.2015.06.039 . [DOI] [PubMed] [Google Scholar]
- 84.Najafi A, Amidi F, Sedighi Gilani MA, Moawad AR, Asadi E, Khanlarkhni N, et al. Effect of brain-derived neurotrophic factor on sperm function, oxidative stress and membrane integrity in human. Andrologia. 2017;49(2). 10.1111/and.12601 . [DOI] [PubMed] [Google Scholar]
- 85.Gallardo Bolanos JM, Balao da Silva C, Martin Munoz P, Plaza Davila M, Ezquerra J, Aparicio IM, et al. Caspase activation, hydrogen peroxide production and Akt dephosphorylation occur during stallion sperm senescence. Reprod Domest Anim. 2014;49(4):657–64. 10.1111/rda.12343 . [DOI] [PubMed] [Google Scholar]
- 86.Ribeiro M, Rosenstock TR, Oliveira AM, Oliveira CR, Rego AC. Insulin and IGF-1 improve mitochondrial function in a PI-3K/Akt-dependent manner and reduce mitochondrial generation of reactive oxygen species in Huntington's disease knock-in striatal cells. Free Radic Biol Med. 2014;74:129–44. 10.1016/j.freeradbiomed.2014.06.023 . [DOI] [PubMed] [Google Scholar]
- 87.Gur Y, Breitbart H. Protein synthesis in sperm: dialog between mitochondria and cytoplasm. Molecular and cellular endocrinology. 2008;282(1–2):45–55. 10.1016/j.mce.2007.11.015 . [DOI] [PubMed] [Google Scholar]
- 88.Martin Munoz P, Ferrusola CO, Vizuete G, Davila MP, Martinez HR, Pena FJ. Depletion of Intracellular Thiols and Increased Production of 4-Hydroxynonenal that Occur During Cryopreservation of Stallion Spermatozoa Lead to Caspase Activation, Loss of Motility, and Cell Death. Biol Reprod. 2015;93(6):143 10.1095/biolreprod.115.132878 . [DOI] [PubMed] [Google Scholar]
- 89.Swegen A, Curry BJ, Gibb Z, Lambourne SR, Smith ND, Aitken RJ. Investigation of the stallion sperm proteome by mass spectrometry. Reproduction. 2015;149(3):235–44. 10.1530/REP-14-0500 . [DOI] [PubMed] [Google Scholar]
- 90.Wang M, Huang YP, Wu H, Song K, Wan C, Chi AN, et al. Mitochondrial complex I deficiency leads to the retardation of early embryonic development in Ndufs4 knockout mice. PeerJ. 2017;5:e3339 10.7717/peerj.3339 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 91.Gallon F, Marchetti C, Jouy N, Marchetti P. The functionality of mitochondria differentiates human spermatozoa with high and low fertilizing capability. Fertil Steril. 2006;86(5):1526–30. 10.1016/j.fertnstert.2006.03.055 . [DOI] [PubMed] [Google Scholar]
- 92.Nakada K, Sato A, Yoshida K, Morita T, Tanaka H, Inoue S, et al. Mitochondria-related male infertility. Proceedings of the National Academy of Sciences of the United States of America. 2006;103(41):15148–53. 10.1073/pnas.0604641103 [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Data Availability Statement
All relevant data are within the paper.