Abstract
Background
Although sperm cryopreservation has been widely used in human reproductive medicine as an integral infertility management in infertility clinics and for banking sperm in sperm banks, the freezing/thawing protocols are not optimal. The freezing and thawing processes result in changes at both structural and molecular levels, some even detrimental, in human sperm when compared with fresh sperm. The change of sperm proteins after cryopreservation may play negative roles for fertilization and early embryo development. Conventionally, cryostraws (CS) and cryovials (CV) are the most widely used cryopreservation carriers (CPCs) for human sperm cryopreservation accompanied with the use of egg yolk free commercial media. However, the influence of cryopreservation on the proteomic profile of human sperm preserved with the two CPCs is unknown. Therefore the purpose of the present study was to compare the frozen-thawed motility, investigate the proteomic profile of human sperm cryopreserved with the two types of CPCs, and identify the susceptible proteins that play key roles for sperm function and fertility.
Methods
The present study compared the cryosurvival of human sperm frozen with the two different CPCs and identified the sperm proteomic changes by using the isobaric tags for relative and absolute quantification labeling technique coupled with 2D LC–MS/MS analysis after freezing and thawing.
Results
Our results indicated that sperm cryopreserved with CV showed higher values for percentage of motile sperm and forward activity rate than those with CS. Compared to fresh sperm, 434 and 432 proteins were differentially identified in human sperm cryopreserved with CS and CV, respectively.
Conclusion
The proteomic profiles of human sperm are greatly affected by cryopreservation with either type of CPC. GO analysis revealed that most of the differentially identified sperm proteins enriched in the extracellular membrane-bounded organelles, cytoplasm and cytosol. In addition, 106 susceptible proteins having known identities related to sperm functions were identified. In general, cryovial seems to be the preferred CPC for human sperm cryopreservation based on the post-thaw motility parameters and the effect on sperm proteomic profiles. These results are beneficial for the insight into the understanding of the cryoinjury mechanism of sperm and the development of human sperm cryopreservation strategies.
Electronic supplementary material
The online version of this article (10.1186/s12014-019-9244-2) contains supplementary material, which is available to authorized users.
Keywords: Human sperm, Proteomic profile, iTRAQ, Cryopreservation, Cryostraw, Cryovial
Background
Human sperm cryopreservation is an important technique for infertility management in human reproductive medicine and for male fertility preservation in cases of malignancy treatments [1, 2]. However, current sperm freezing protocols are not optimal and the freezing and thawing process results in inevitable changes, both at structural and molecular levels, most of them are detrimental to sperm and therefore, cryopreserved sperm have shown decreased frozen-thawed motility, cell viability and fertilizing ability compared to fresh sperm [3]. It has been proven that physical and chemical factors including rapid change in temperature, intracellular ice formation, osmolality increase, oxidative stress, pH change, and adenosine triphosphate (ATP) production disturbance are the main causes of sperm cryoinjuries during the freezing and thawing process [4–12]. However, the mechanism of sperm cryoinjury remains unclear.
Previous studies have indicated that the freezing–thawing process results in loss of sperm plasma membrane proteins, changes in sperm membrane composition, and deleterious effects on sperm plasma membrane integrity [13–15]. The plasma membrane disruption leads to leakage of intracellular sperm proteins and the loss of cytoplasmic proteins, membrane-bound proteins, enzymes and other cellular components. Sperm proteins are responsible for sperm function [16]. The loss of sperm proteins may negatively affect fertilization and early embryonic development, and result in male infertility [17]. A promising approach to identify extensive proteins affected by cryopreservation is to investigate the proteomic profile of sperm before and after freezing and thawing. The monitoring of proteinic alteration at the proteomics level in human sperm will benefit our understanding of the mechanism of cryoinjuries resulted from the sperm freezing and thawing process. Proteomics is a powerful tool for discovery of differentially expressed proteins [18, 19]. It has been applied to characterize changes in sperm proteins under various conditions including cryopreservation. Two dimensional gel electrophoresis has been used to detect the proteome of sperm [20]. Recently, the development of liquid chromatography and mass spectrometry has allowed the analysis of proteomes with higher practical throughput strategies. The method used for the quantification of proteins has developed into a combination of isobaric tags for relative and absolute quantification (iTRAQ) and LC–MS/MS [21].
Commercially available egg-yolk free media have been developed and widely used for human sperm freezing [22]. In contrast to conventional egg yolk media, these commercial media contain only chemically defined components, which avoid the potential contamination with animal origin of bacteria, fungi, viruses, and prions, and eliminate the risk of sperm damage by the endotoxins produced by microbes in egg yolk [23]. However, in general, sperm cryopreserved with a chemically defined medium either by using computerized slow-stage freezing or nitrogen vapor fast freezing showed compromised frozen-thawed sperm motility and vitality compared to those cryopreserved with a conventional egg yolk medium [23, 24]. Therefore, cryodamage is still a general and unavoidable phenomenon and an established universal method that can be referred to as an entrenched standard for routine laboratory use is still needed [24]. The progress in proteomics provides a promising method to identify key proteins of sperm that are affected by cryopreservation and explore the mechanism of cryoinjuries which lead to the decline of sperm function and fertilizing ability. A few studies have reported qualitative changes of protein profiles in fish, boar, rat, chicken, ram and human sperm [25–30]. Conventionally, cryostraws (CS) and cryovials (CV) are the most widely used cryopreservation carriers (CPCs) for human sperm cryopreservation accompanied with the use of commercial egg yolk-free media. However, the influence of cryopreservation on the proteomic profile of human sperm preserved with the two CPCs is still unknown.
Therefore, the aims of this study were to (1) compare two different CPCs: cryostraw (CS) and cryovial (CV) on the cryosurvival of human sperm frozen with a chemically defined medium, (2) investigate the proteomic profiles of human sperm cryopreserved with CS and CV, which were evaluated by using iTRAQ techniques, and (3) identify the susceptible proteins that play key roles in sperm function and fertility. Our study will be beneficial for extending the knowledge of cryoinjuries and will provide fundamental information for the development and optimization of human sperm cryopreservation methods.
Methods
Ethics statement
The protocol of the present study was approved in advance by the Ethics Review Board of Kunming University of Science and Technology and Kunming Sino-UK Angel Women’s & Children’s Hospital. Informed consent for participation was obtained from all subjects.
Semen collection and assessment
Semen samples were obtained from a total of 11 healthy male volunteers aged from 26 to 49 years after 7 days of sexual abstinence. All semen samples were collected by masturbation into a sterile container. The semen was allowed to liquefy at 37 °C for at least 30 min, then a routine semen analysis was performed to determine semen volume, sperm concentration, motility, and morphology according to 5th edition of the World Health Organization (WHO) manual (2010). Only the semen samples that met the following criteria: volume ≥ 2.0 mL, sperm concentration ≥ 40 × 106/mL, and progressive motility ≥ 50% were used in this study [31].
Cryopreservation and thawing of sperm samples
Each completely liquefied semen sample was divided into three aliquots that were referred to as control group (C), cryostraw group (CS) and cryovial group (CV). Semen samples of CS and CV were cryopreserved with Vitrolife’s SpermFreeze Solution (Vitrolife, Sweden) by following the manufacturer’s instructions. Briefly, an equal volume of Vitrolife’s SpermFreeze Solutions were added slowly and dropwise to the semen samples of CS and CV group, and then carefully mixed. The mixtures were equilibrated at room temperature for 10 min and were then sealed into pre-cooled (4 °C) 0.25 ml cryostraws (IMV, L’Aigle, France) (CS group) or 1 ml cryovials (Thermo, USA) (CV group). The cryostraws and cryovials were horizontally and uprightly placed on a Styrofoam board with a 2 cm thickness in a liquid nitrogen bath, respectively. After being held in the liquid nitrogen vapor for 30 min, the semen samples were submerged directly into liquid nitrogen. After a minimum of 7 days of storage in liquid nitrogen, the cryostraw and cryovials were thawed by being plunged directly into a 37 °C water bath for 30 s and 10 min, respectively. Then the post-thaw parameters of motilities were checked.
Determination of the motility parameters
The motility parameters of fresh sperm (C) and frozen-thawed sperm from CS and CV groups were examined with a computer assisted sperm analyzer (CASA, Sperm Class Analyzer Microptic, Barcelona, Spain) [23]. Each specimen was randomly sampled with at least 600 sperm and the kinetic parameters were evaluated within 5 min with the CASA. The descriptors of sperm motility included percentage of motile sperm (MOT), forward activity rate (FAR), curvilinear velocity (VCL), straight line velocity (VSL), average path velocity (VAP), linearity(LIN), straightness index (STR), vibration index (VIB) and amplitude of lateral head displacement (ALH).
Extraction of sperm proteins
The semen samples from C, CS, and CV groups were washed 3 times with PBS at 500 g for 10 min. The proteins of sperm collected from the three groups were extracted by the trichloroacetic acid (TCA)/acetone precipitation method. The samples were placed in a mortar and pulverized by addition of liquid nitrogen. Then the powder was placed in a 50 ml centrifuge tube with 10% pre-cooled TCA-acetone solution (containing 0.1% DTT and 1 m M PMSF) at 4 °C overnight. The solution was centrifuged at 12,000g for 20 min at 4 °C, and then the supernatant was discarded. The precipitate was re-suspended in the acetone (containing 0.1% DTT and 1 mM PMSF) and was allowed to stand at − 20 °C for 2 h. The solution was centrifuged at 12,000g for 20 min at 4 °C again. The precipitate was dried in a freeze-dried vacuum dryer for 30 min. The dry protein powder was stored in a refrigerator at − 80 °C.
iTRAQ labeling
Each sample contained 100 μg of protein with 5 times the volume of pre-cooled acetone and was at − 20 °C for 1 h. The solution was centrifuged for 20 min at 12,000g/min at 4 °C and the supernatant was discarded. The precipitate was then vacuum freeze-dried. After the addition of 50 μL of the Dissolution Buffer in the iTRAQ kit, the samples were mixed thoroughly with a vortex mixer, 4 μL of the Reducing Reagent was added, and the samples were placed at 60 °C for 1 h. Then, 2 μL of Cysteine-Blocking Reagent was added for 10 min at room temperature. The protein solution after each reductive alkylation was pipetted into an ultrafiltration tube (Nanosep MF Centrifugal concentrator). The samples were centrifuged for 40 min at 12,000g at 4 °C and the supernatant was discarded. After the addition of 100 μL of the Dissolution Buffer, the samples were centrifuged for 30 min at 12,000g. Trypsin (concentration 1 μg/μL) was added to each sample and hydrolyzed at 37 °C for 14 h. After centrifugation (4 °C, 12,000g, 40 min), 50 μL of the Dissolution Buffer was added to the ultrafiltration tube and then centrifuged again (4 °C, 12,000g, 30 min). The corresponding iTRAQ marker was added to the sample according to the correspondence between the sample and the marker, and the mixture was centrifuged thoroughly and allowed to stand at room temperature for 2 h. Mass spectrometry was performed using the TripleTOF5600 system (SCIEX) combined with the lift-off spray III ion source (SCIEX, USA).
Selection of the differential proteins
The experimental data were analyzed using Protein Pilot Software v. 5.0 (SCIEX, USA). The standard for confidently identifying a protein is if the protein meets the following; a FDR (false discovery rate) < 1%, Unused > 1.3, and peptides (95%) ≧1. Differential protein screening was based on a trusted protein. The ratio between the samples were at 1.3-fold change (increased) or less than 1/1.3-fold change (decreased) (p < 0.05) and the trend was consistent. Through the comparison of the two experimental groups, we obtained three sets of differential protein spectra, including Cryostraw/Control (CS/C), Cryovial/Control (CV/C), and Cryovial/Cryostraw (CV/CS). UniProtKB database (www.uniprot.org) was used to categorize proteins which were enriched. The official gene symbols of the differentially expressed proteins were used to investigate and categorize the GO annotations. The original GO annotations (cellular components, molecular functions, and biological processes) were downloaded from the NCBI Entrez Gene database and the proteins related to sperm function were selected after further analysis.
Statistical analysis and bioinformatics analysis
The motility parameters of sperm (MOT, FAR, VCL, VSL, VAP, LIN, STR, VIB and ALH) scored by CASA are presented as mean ± SD. The percentage data for sperm motility underwent arcsine square root transformation before statistical analysis. ANOVA and the Fisher protected least-significant difference test (SPSS 16, SPSS, Chicago, IL) were used to analyze differences among control, CS, and CV groups. A p value of less than 0.05 was considered to be statistically significant.
Gene Ontology (GO) enrichment analysis of differentially expressed genes was implemented by GOseq, in which gene length bias was corrected. GO functional analyses provided GO functional classification annotation for DEGs as well as GO functional enrichment analysis for DEGs. GO was generated using the Gene Ontology database (http://www.geneontology.org/). Different genes usually cooperate with each other to exercise their biological functions. Pathway-based analysis helps to further understand these genes biological functions. KEGG is the major public pathway-related database (http://www.genome.jp/kegg/). KOBAS software was used to test the statistical enrichment of differential expression genes in KEGG pathways (p value < 0.05).
Results
Effect of cryopreservation on the motility parameters of human sperm frozen in cryostraw and cryovial
The motility parameters of human sperm cryopreserved with Vitrolife’s SpermFreeze Solution in cryostraws and cryovials were summarized in Table 1. Compared to fresh control, sperm cryopreserved in either cryostraws or cryovials showed significant decrease in the percentage of MOT, the rate of FAR and the velocity of VCL, VSL and VAP (p < 0.05), and significant differences of MOT and FAR were observed between sperm from CS and CV groups (p < 0.05). However, the velocity of VCL, VSL and VAP did not differ between the CS and CV groups (p > 0.05). In addition, the percentage of LIN, STR and VIB did not differ among the 3 groups (p > 0.05).
Table 1.
Group | Control (C) | Cryostraw (CS) | Cryovial (CV) | p value | ||
---|---|---|---|---|---|---|
C:CS | C:CV | CS:CV | ||||
MOT (%) | 81.83 ± 5.71a | 19.10 ± 4.67b | 27.55 ± 9.60c | 9.37E−18 | 3.55E−16 | 0.01 |
FAR (%) | 63.36 ± 7.65a | 9.72 ± 3.43b | 15.48 ± 6.17c | 1.06E−17 | 1.85E−16 | 0.04 |
VCL (μm/s) | 39.26 ± 6.26a | 27.69 ± 3.98b | 27.78 ± 2.73b | 5.11E−06 | 5.75E−06 | 0.97 |
VSL (μm/s) | 14.49 ± 2.93a | 9.31 ± 1.75b | 9.64 ± 1.87b | 2.00E−05 | 4.83E−05 | 0.75 |
VAP (μm/s) | 23.95 ± 3.43a | 16.19 ± 2.18b | 16.29 ± 2.13b | 5.07E−07 | 6.31E−07 | 0.93 |
LIN (%) | 37.13 ± 5.45 | 33.62 ± 4.22 | 34.49 ± 4.13 | 0.10 | 0.21 | 0.68 |
STR (%) | 60.33 ± 5.62 | 57.27 ± 6.63 | 58.77 ± 4.87 | 0.24 | 0.55 | 0.56 |
VIB (%) | 61.31 ± 3.99 | 58.78 ± 4.67 | 58.59 ± 3.83 | 0.19 | 0.16 | 0.92 |
ALH (μm) | 2.09 ± 0.31a | 1.89 ± 0.28ab | 1.82 ± 0.14b | 0.09 | 0.03 | 0.54 |
Different superscripts within a row indicate significant differences (p < 0.05)
MOT motile sperm; FAR forward activity rate; VCL curvilinear velocity; VSL straight line velocity; VAP average path velocity; LIN linearity; STR straightness index; VIB vibration index; ALH amplitude of lateral head displacement
Identification of human sperm proteins
A total of 3294 proteins were identified in human sperm (Additional file 1: Table S1). False Discovery Rates (FDRs) using a reverse concatenated decoy database resulted in estimates of peptide and protein FDR to be smaller than 1%. The differentially identified human sperm proteins among control, CS, and CV are summarized in Fig. 1 and Additional file 2: Table S2. The results showed that after freezing and thawing, the sperm cryopreserved with either cryostraw or cryovial (CS or CV group) presented a large number of changes in sperm proteins compared to those from the non-frozen control group (C group). The results showed that 115 proteins increased and 317 proteins decreased between CS and control (Fig. 1a), 139 proteins increased and 295 proteins decreased between CV and control (Fig. 1b), and 11 proteins increased and 32 proteins decreased between CS and CV (Fig. 1c). According to the Venn diagram analysis of sperm proteomic profile shown in Fig. 1d, a total of 584 identified proteins were differentially distributed among the human sperm from the C, CS and CV groups, and 9 proteins were differentially present in the three groups simultaneously and presented an intersection among the three groups.
Gene ontology (GO) functional analysis
The enrichment analysis of Gene Ontology (GO) and the cellular localizations of the identified differential proteins between the C, CS, and CV groups are presented in Fig. 2.
The distribution of biological processes in the ontology of GO terms between C and CS groups were mostly presented in the metabolic processes category, which included small molecule metabolic process (72 proteins, p = 2.09E−36, GO:0044281), organonitrogen compound metabolic process (12 proteins, p = 3.19E−33, GO:1901564), protein metabolic process (64 proteins, p = 2.45E−24, GO:0019538), carbohydrate derivative metabolic process (1 proteins, p = 1.45E−12, GO:1901135), primary metabolic process (3 proteins, p = 1.78E−12, GO:0044238), single-organism metabolic process (9 proteins, p = 6.79E−22, GO:0044710, and other metabolic processes (8 proteins, p = 8.39E−08, GO:0008152). In addition, the distribution of biological terms in the ontology of GO terms were also enriched in proteins that involved in particular cellular processes, including multi-organism process (110 proteins, p = 2.01E−45, GO:0051704), reproduction (1 proteins, p = 1.66E−25, GO:0000003), regulation of response to stress (1 proteins, p = 4.01E−21, GO:0080134), response to stress (9 proteins, p = 1.15E−18, GO:0006950), and cytoplasmic transport (1 proteins, p = 6.14E−10, GO:0016482) (Fig. 2a).
The statistical analysis of functional over-representation showed that the cellular localizations of the identified differential proteins between the C and CS groups are enriched in the extracellular membrane-bounded organelle (184 proteins, p = 1.94E−106, GO:0065010), cytosol (41 proteins, p = 1.39E−53, GO:0005829), and cytoplasm (81 proteins, p = 1.39E−51, GO:0005737) (Fig. 2b).
Similarly, the distribution of biological processes in the ontology of GO terms between C and CV groups were mostly presented in the metabolic processes category, which included small molecule metabolic process (69 proteins, p = 1.14E−34, GO:0044281), organonitrogen compound metabolic process (9 proteins, p = 4.71E−28, GO:1901564), protein metabolic process (32 proteins, p = 2.00E−17, GO:0019538), single-organism metabolic process (7 proteins, p = 2.40E−17, GO:0044710), primary metabolic process (11 proteins, p = 8.57E−12, GO:0044238) and other metabolic processes (5 proteins, p = 6.01E−07, GO:0008152). In addition, the distribution of biological terms in the ontology of GO terms were also enriched in proteins that involved in multi-organism process (101 proteins, p = 8.20E−42, GO:0051704), organic substance catabolic process (13 proteins, p = 1.26E−24, GO:1901575), stimulatory C-type lectin receptor signaling pathway (2 proteins, p = 1.25E−23, GO:0002223), reproduction (1 proteins, p = 4.12E−23, GO:0000003), positive regulation of canonical Wnt signaling pathway (1proteins, p = 3.12E−18, GO:0090263), protein folding (8 proteins, p = 7.65E−18; GO:0006457), response to stress (10 proteins, p = 5.19E−16, GO:0006950), negative regulation of biological process (9 proteins, p = 3.05E−13, GO:0048519) and cellular component organization (12 proteins, p = 7.62E−11, GO:0016043) (Fig. 2c).
The statistical analysis of functional over-representation showed that the cellular localizations of the identified differential proteins between the C and CV groups were enriched in extracellular membrane-bounded organelle (170 proteins, p = 1.27E−96, GO:0065010), cytosol (40 proteins, p = 1.09E−52, GO:0005829) and cytoplasm (71 proteins, p = 1.25E−41; GO:0005737) (Fig. 2d).
The distribution of biological processes in the ontology of GO terms between CS and CV groups included respiratory electron transport chain (7 proteins, p = 5.32E−11, GO:0022904), energy derivation by oxidation of organic compounds (1 proteins, p = 4.16E−09, GO:0015980), organophosphate metabolic process (5 proteins, p = 1.48E−08, GO:0019637), small molecule metabolic process (1 proteins, p = 7.02E−07, GO:0044281), organonitrogen compound metabolic process (2 proteins, p = 2.67E−05, GO:1901564), oxidation–reduction process (1 proteins, p = 8.06E−05, GO:0055114), cellular transition metal ion homeostasis (3 proteins, p = 2.32E−04, GO:0046916), phosphate - containing compound metabolic process (1 proteins, p = 3.90E−04, GO:0006796), ion transport (2 proteins, p = 7.48E−04, GO:0006811), multi-organism process (2 proteins, p = 1.27E−03, GO:0051704), single-organism cellular process (5 proteins, p = 1.41E−03, GO:0044763), chaperone-mediated protein folding (1 proteins, p = 2.78E−03, GO:0061077), positive regulation of proteolysis (1 proteins, p = 5.95E−03, GO:0045862), and cellular process (1 proteins, p = 1.80E−02, GO:0009987) (Fig. 2e).
The statistical analysis of functional over-representation showed that the cellular localizations of the identified differential proteins between the CS and CV groups were enriched in extracellular membrane-bounded organelle (16 proteins, p = 1.85E−09; GO:0065010) and cytoplasm (15 proteins, p = 2.06E−07; GO:0005737) (Fig. 2f).
In order to further analyze the effect of cryopreservation on human sperm function, 106 differential proteins having known identities in sperm functions, according to the UniProtKB database, were identified. The functions of these differentially sperm proteins are listed in Table 2, which are associated with spermatogenesis, iron ion binding, spermatid development, binding of sperm to zona pellucida, sperm capacitation or acrosome reactions, flagellated sperm motility, flagellar microtubules, serine-type endopeptidase inhibitor activity, serine-type peptidase activity and mitochondrial. Specific protein information and the fold of change in different groups were shown in Table 3.
Table 2.
Biological processes | Gene name (Accession) |
---|---|
Iron ion binding |
ARSA (P15289), CABYR (O7592), CALR (P27797), CRISP2 (P16562), DPEP3 (Q9H4B8), FKBP1A (P62942), HSP90B1 (P14625), HSPA5 (P11021), NDUFS3 (O75489), PHGDH (O43175), RDH16 (O75452), SEMG1 (P04279), VAT1 (Q99536) |
Spermatogenesis |
ACE (P12821), ACSBG2 (Q5FVE4), ACTR1A (P61163), CCDC136 (Q96JN2-4), CYLC2 (Q14093), HSF2BP (O75031), HSPA2 (P54652), KRT9 (P35527), MNS1 (Q8NEH6), NUP62 (P37198), OAZ3 (Q9UMX2), PAFAH1B3 (Q15102), PGAM2 (P15259), PRDX4 (Q13162), PSMA1 (P25786), PSMA2 (P25787), PSMA3 (P25788), PSMA4 (P25789), PSMA5 (P28066), PSMB1 (P20618), PSMB4 (P28070), PSMB5 (P28074), PSMB7 (Q99436), RAD23B (P54727), ROPN1B (Q9BZX4), RUVBL1 (Q9Y265), SMRP1 (Q8NCR6), |
Spermatid development |
DPY19L2 (Q6NUT2), FSCN3 (Q9NQT6), KLHL10 (Q6JEL2), SPAG6 (O75602-3), SPANXB1 (Q9NS25) |
Binding of sperm to zona pellucida | ZPBP1 (Q9BS86), ZPBP2 (Q6X784) |
Flagellated sperm motility | |
Flagellar microtubules | |
Serine-type endopeptidase inhibitor activity | SLPI (P03973), SPINT3 (P49223), WFDC8 (Q8IUA0) |
Serine-type peptidase activity |
CTSG (P08311), PPP4R1 (Q8TF05), PREP (P48147), PRSS37 (A4D1T9), PRTN3 (U3KPS2) |
Sperm capacitation or acrosome reactions |
ACR (P10323), ACRBP (Q8NEB7), AKAP3 (O75969), |
Mitochondrial |
ATP5D (P30049), ATP5H (O75947), ATP5 J (P18859), C21orf33 (P30042), COX4I1 (P13073), COX5B (P10606), COX6B1 (P14854), CYCS (C9JFR7), FSIP2 (Q5CZC0), IMMT (Q16891-4), MPC1L (P0DKB6), MRPS36 (P82909), NDUFA4 (O00483), PHB2 (J3KPX7), VAT1 (Q99536), VDAC3 (Q9Y277) |
Other |
CCDC108 (Q6ZU64), GNPDA1 (P46926), MRPS36 (P82909), NAMPT (P43490), PATE1 (Q8WXA2), PATE4 (P0C8F1), |
Table 3.
Protein ID | Protein name | CS/C | CV/C | CV/CS |
---|---|---|---|---|
ACE | Angiotensin-converting enzyme | 0.59 | 0.48 | N/A |
ACR | Acrosin | 0.32 | 0.39 | N/A |
ACRBP | Acrosin-binding protein | N/A | 0.49 | N/A |
ACSBG2 | Long-chain-fatty-acid–CoA ligase ACSBG2 | 0.46 | 0.54 | N/A |
ACTR1A | Alpha-centractin | 0.27 | 0.18 | N/A |
AKAP3 | A-kinase anchor protein 3 | 4.07 | 3.56 | N/A |
ARSA | Arylsulfatase A | 0.48 | 0.48 | N/A |
ATP5D | ATP synthase subunit delta, mitochondrial | N/A | 1.68 | N/A |
ATP5H | ATP synthase subunit d, mitochondrial | 2.58 | N/A | 0.82 |
ATP5 J | ATP synthase-coupling factor 6, mitochondrial | 1.94 | 1.50 | N/A |
BSPH1 | Binder of sperm protein homolog 1 | N/A | 0.40 | 0.45 |
C21orf33 | ES1 protein homolog, mitochondrial | N/A | 0.45 | 0.49 |
C9orf9 | Uncharacterized protein C9orf9 | 2.33 | 2.32 | N/A |
CABYR | Calcium-binding tyrosine phosphorylation-regulated protein | 0.31 | N/A | N/A |
CALR | Calreticulin | 0.39 | 0.36 | N/A |
CCDC108 | Coiled-coil domain-containing protein 108 | N/A | N/A | N/A |
CCDC136 | Isoform 4 of Coiled-coil domain-containing protein 136 | 2.63 | 2.93 | N/A |
CCDC147 | Coiled-coil domain-containing protein 147 | 2.35 | 2.30 | N/A |
COX4I1 | Cytochrome c oxidase subunit 4 isoform 1, mitochondrial | 1.99 | 1.60 | N/A |
COX5B | Cytochrome c oxidase subunit 5B, mitochondrial | 2.60 | 2.34 | N/A |
COX6B1 | Cytochrome c oxidase subunit 6B1 | 2.18 | N/A | N/A |
CRISP2 | Cysteine-rich secretory protein 2 | 0.59 | N/A | N/A |
CTSG | Cathepsin G | N/A | 0.64 | N/A |
CYCS | Cytochrome c (Fragment) | 5.40 | 3.19 | 1.25 |
CYLC2 | Cylicin-2 | N/A | 2.07 | N/A |
DNALI1 | Axonemal dynein light intermediate polypeptide 1 | 2.99 | 2.67 | N/A |
DPCD | Protein DPCD | 0.45 | 0.44 | N/A |
DPEP3 | Dipeptidase 3 | 0.44 | N/A | N/A |
DPY19L2 | Probable C-mannosyltransferase DPY19L2 | 6.52 | 5.44 | N/A |
ELSPBP1 | Epididymal sperm-binding protein 1 | 4.95 | 5.02 | N/A |
FKBP1A | Peptidyl-prolyl cis–trans isomerase FKBP1A | 0.47 | N/A | N/A |
FSCN3 | Fascin-3 | 4.63 | 3.88 | N/A |
FSIP2 | Fibrous sheath-interacting protein 2 | 2.17 | 1.99 | N/A |
GNPDA1 | Glucosamine-6-phosphate isomerase 1 | N/A | 0.33 | N/A |
HSF2BP | Heat shock factor 2-binding protein | 2.28 | N/A | N/A |
HSP90B1 | Endoplasmin | 0.29 | 0.37 | N/A |
HSPA2 | Heat shock-related 70 kDa protein 2 | 0.19 | 0.23 | N/A |
HSPA5 | 78 kDa glucose-regulated protein | 0.29 | 0.36 | N/A |
IMMT | Isoform 4 of Mitochondrial inner membrane protein | 2.08 | N/A | N/A |
KLHL10 | Kelch-like protein 10 | 0.43 | 0.50 | N/A |
KRT9 | Keratin, type I cytoskeletal 9 | 7.83 | N/A | N/A |
LDHC | L-lactate dehydrogenase C chain | 0.16 | 0.19 | N/A |
MNS1 | Meiosis-specific nuclear structural protein 1 | N/A | 0.48 | N/A |
MPC1L | Mitochondrial pyruvate carrier 1-like protein | N/A | 2.74 | N/A |
MRPS36 | 28S ribosomal protein S36, mitochondrial | N/A | 0.53 | N/A |
NAMPT | Nicotinamide phosphoribosyltransferase | 0.43 | 0.70 | 1.47 |
NDUFA4 | NADH dehydrogenase [ubiquinone] 1 alpha subcomplex subunit 4 | 2.13 | N/A | N/A |
NDUFS3 | NADH dehydrogenase [ubiquinone] iron-sulfur protein 3, mitochondrial | 1.67 | N/A | N/A |
NUP62 | Nuclear pore glycoprotein p62 | 0.48 | 0.39 | N/A |
OAZ3 | Ornithine decarboxylase antizyme 3 | 2.83 | 3.14 | N/A |
PAFAH1B3 | Platelet-activating factor acetylhydrolase IB subunit gamma | N/A | 0.49 | N/A |
PATE1 | Prostate and testis expressed protein 1 | 2.08 | 2.11 | N/A |
PATE4 | Prostate and testis expressed protein 4 | 2.09 | 1.99 | N/A |
PGAM2 | Phosphoglycerate mutase 2 | 0.45 | 0.33 | N/A |
PGK1 | Phosphoglycerate kinase 1 | 0.40 | 0.56 | N/A |
PGK2 | Phosphoglycerate kinase 2 | 0.34 | 0.38 | N/A |
PHB2 | Prohibitin-2 | 1.99 | N/A | N/A |
PHGDH | D-3-phosphoglycerate dehydrogenase | N/A | 2.20 | N/A |
PMFBP1 | Isoform 2 of Polyamine-modulated factor 1-binding protein 1 | 4.38 | 3.82 | N/A |
PPP4R1 | Serine/threonine-protein phosphatase 4 regulatory subunit 1 | 0.68 | N/A | N/A |
PRDX4 | Peroxiredoxin-4 | N/A | 0.41 | N/A |
PREP | Prolyl endopeptidase | 0.57 | N/A | N/A |
PRKACA | cAMP-dependent protein kinase catalytic subunit alpha | 0.43 | 0.44 | N/A |
PRSS37 | Probable inactive serine protease 37 | 0.39 | N/A | N/A |
PRTN3 | Myeloblastin | N/A | 0.66 | N/A |
PSMA1 | Proteasome subunit alpha type-1 | 0.58 | 0.52 | N/A |
PSMA2 | Proteasome subunit alpha type-2 | 0.32 | 0.31 | N/A |
PSMA3 | Proteasome subunit alpha type-3 | 0.65 | 0.62 | N/A |
PSMA4 | Proteasome subunit alpha type-4 | 0.40 | 0.38 | N/A |
PSMA5 | Proteasome subunit alpha type-5 | 0.45 | 0.37 | N/A |
PSMB1 | Proteasome subunit beta type-1 | 0.37 | 0.35 | N/A |
PSMB4 | Proteasome subunit beta type-4 | 0.25 | 0.22 | N/A |
PSMB5 | Proteasome subunit beta type-5 | 0.41 | 0.44 | N/A |
PSMB7 | Proteasome subunit beta type-7 | 0.38 | 0.44 | N/A |
RAD23B | UV excision repair protein RAD23 homolog B | 0.22 | 0.31 | N/A |
RDH16 | Retinol dehydrogenase 16 | N/A | 1.59 | N/A |
ROPN1B | Ropporin-1B | 4.20 | N/A | N/A |
RUVBL1 | RuvB-like 1 | 0.26 | 0.26 | N/A |
SEMG1 | Semenogelin-1 | N/A | 0.55 | 0.55 |
SEPHS1 | Selenide, water dikinase 1 | 0.44 | 0.59 | N/A |
SEPT4 | Septin-4 | 1.73 | N/A | N/A |
SLPI | Antileukoproteinase | 4.90 | N/A | N/A |
SMCP | Sperm mitochondrial-associated cysteine-rich protein | N/A | 3.08 | N/A |
SMRP1 | Spermatid-specific manchette-related protein 1 | 1.55 | N/A | N/A |
SOD1 | Superoxide dismutase [Cu–Zn] | 0.14 | 0.17 | N/A |
SPA17 | Sperm surface protein Sp17 | 2.06 | 1.88 | N/A |
SPAG6 | Isoform 3 of Sperm-associated antigen 6 | 2.53 | N/A | N/A |
SPANXA1 | Sperm protein associated with the nucleus on the X chromosome A | N/A | 5.43 | N/A |
SPANXB1 | Sperm protein associated with the nucleus on the X chromosome B/F | 3.95 | 4.14 | N/A |
SPATA6 | Spermatogenesis-associated protein 6 | 3.98 | N/A | N/A |
SPEM1 | Spermatid maturation protein 1 | 2.69 | 2.13 | N/A |
SPINT3 | Kunitz-type protease inhibitor 3 | N/A | 3.25 | N/A |
STOM | Erythrocyte band 7 integral membrane protein | N/A | 0.50 | N/A |
TCP11 | T-complex protein 11 homolog | 2.06 | N/A | N/A |
TEKT1 | Tektin-1 | 2.18 | N/A | N/A |
TEKT2 | Tektin-2 | 4.35 | 2.86 | 1.16 |
TEKT3 | Tektin-3 | 1.81 | N/A | N/A |
TEKT4 | Tektin-4 | 2.13 | 2.05 | N/A |
TEKT5 | Tektin-5 | N/A | 2.32 | N/A |
TSGA10 | Testis-specific gene 10 protein | 10.58 | 9.59 | N/A |
TXNDC2 | Thioredoxin domain-containing protein 2 | 0.41 | 0.37 | N/A |
VAT1 | Synaptic vesicle membrane protein VAT-1 homolog | 0.60 | 0.64 | N/A |
VDAC3 | Voltage-dependent anion-selective channel protein 3 | 2.41 | N/A | N/A |
WFDC8 | WAP four-disulfide core domain protein 8 | 3.12 | 2.39 | N/A |
ZPBP1 | Zona pellucida-binding protein 1 | N/A | 0.41 | N/A |
ZPBP2 | Zona pellucida-binding protein 2 | 0.42 | 0.54 | N/A |
CS/C, The fold of change between cryostraw (CS) and control (C); CV/C, The fold of change between cryovial (CV) and control (C); CV/CS, The fold of change between cryovial (CV) and cryostraw (CS)
Pathways analysis and protein interaction
The network of interactions of the differential identified proteins between C and CS groups is shown in Fig. 3a. Ten statistically enriched pathways were selected in the KEGG pathway (p < 0.05), which include proteasome (20 proteins), carbon metabolism (20 proteins), biosynthesis of amino acids (13 proteins), glycolysis/gluconeogenesis (12 proteins), Parkinson’s disease (16 proteins), Huntington’s disease (17 proteins), Alzheimer’s disease (14 proteins), protein processing in endoplasmic reticulum (16 proteins), metabolic pathways (57 proteins) and aminoacyl-tRNA biosynthesis (9 proteins).
Similarly, the network of interactions of the differential identified proteins between C and CV groups is shown in Fig. 3b. Ten statistically selected pathways were enriched in the KEGG pathway (p < 0.05), which include proteasome (19 proteins), carbon metabolism (22 proteins), biosynthesis of amino acids (15 proteins), glycolysis/gluconeogenesis (12 proteins), protein processing in endoplasmic reticulum (16 proteins), metabolic pathways (53 proteins), pentose phosphate pathway (5 proteins), citrate cycle (TCA cycle) (5 proteins), fructose and mannose metabolism (5 proteins) and renin-angiotensin system (4 proteins).
The network of interactions of the differential identified proteins between CV and CS groups is shown in Fig. 3c. Ten statistically enriched pathways were selected in the KEGG pathway (p < 0.05), which includes Alzheimer’s disease (7 proteins), Huntington’s disease (7 proteins), Oxidative phosphorylation (6 proteins), Parkinson’s disease (6 proteins), Metabolic pathways (11 proteins), Cardiac muscle contraction (3 proteins), Fructose and mannose metabolism (2 proteins), Non-alcoholic fatty liver disease (NAFLD) (3 proteins), Valine, leucine, and isoleucine biosynthesis (1 proteins) and Carbon metabolism (2 proteins).
Discussion
In the present study, we cryopreserved human sperm with an egg yolk-free medium and investigated the effects of cryopreservation using two different CPCs on the cryosurvival of sperm, evaluating motility parameters and the proteome profile of human sperm. After freezing and thawing, the motility parameters of sperm cryopreserved with either cryostraw or cryovial both decreased. However, the sperm cryopreserved in cryovials provided better cryoprotection on motility parameters of MOT and FAR than those preserved in cryostraws. The cryosurvival rate of CS group is consistent with the results reported in previous studies that human sperm cryopreserved in cryostraws showed a relative low cryosurvival rate when using commercial egg yolk free medium [24]. The cooling rate is an important factor that affects the cryosurvival of cells [32]. During freezing, ice nucleates initially in the extracellular spaces and causes an osmotic gradient between the freeze-concentrated extracellular solution and the intracellular solution. Cells are not dehydrated sufficiently when the cooling rate is too fast and intracellular ice formation leads to cryoinjuries in the cytoplasm. Conversely, when the cooling rate is too slow, cells are injured due to solution effects caused by severe dehydration and exposure to toxic concentrations of electrolytes [19]. The optimal freezing rate for sperm cryosurvival should be low enough to avoid intracellular ice formation but fast enough to minimize solution effects [23]. In our study, the sperm were frozen using protocols as suggested by the manufacturer of the sperm freezing medium. The cooling and warming rates of sperm in cryostraws and cryovials might be different during the freezing and thawing processes, which could be the reason that sperm cryopreserved in two CPCs with the same freezing medium showed different sperm cryosurvival rates and motility parameters. Therefore, the optimal cooling rate for human sperm cryopreservation still needs to be determined based on the freezing medium used.
Sperm cryopreservation plays an important role in clinical application of human fertility preservation and infertility treatment. Traditionally, sperm is diluted and equilibrated with commercial egg yolk free freezing medium and is loaded into different CPCs (usually cryostraw or cryovial) which are then frozen in liquid nitrogen vapors. So far, cryodamage is still a general and unavoidable phenomenon. A few studies have reported qualitative changes of protein profiles in fish [25], ram [27], boar [29] and human sperm [30] by proteome analysis, and demonstrated that cryopreservation may result in proteinic alteration of sperm, which is associated with sperm metabolism, membrane permeability, flagella structure and motility, apoptosis, intracellular signaling, capacitation and fertilization commonly [22]. Proteinic alterations of human sperm at proteomic level caused by cryopreservation have been reported previously [22, 33]. Wang and colleagues identified 27 proteins that differed in abundance between fresh and frozen-thawed sperm. However, the proteomic analysis was performed by 2DE and image analysis. Furthermore, the sperm sample was cryopreserved with egg yolk buffered freezing medium containing 10% glycerol, which has been abandoned in clinical applications because egg yolk carries a risk of pathogen introduction into cryopreserved sperm samples. The development of higher throughput strategies for proteome study based on liquid chromatography and mass spectrometry allows detection of the proteinic alterations of sperm with high definition and precision. A previous study found that the abundance of human sperm proteins was altered after being cryopreserved in CV with a protein free medium named CryoSperm and was analyzed via LC–MS/MS. The authors indicated that fewer sperm proteinic changes occurred when semen was thawed in a 23 °C water bath and then maintained after-thawing at 0 °C (60 differential proteins detected) than when it was maintained after-thawing at 23 °C (99 differential proteins detected). In the present study, 139 increased proteins and 295 decreased proteins were detected in sperm cryopreserved with CV, and 115 increased proteins and 317 decreased proteins were detected in sperm cryopreserved with CS. There are several differences in this study as compared to the previous study. Firstly, a different protein-free commercial medium named Vitrolife’s SpermFreeze Solution and freezing protocol were used in our study. Secondly, human semen samples were loaded into two different CPCs (cryostraws or cryovials) for cryopreservation, which are the most commonly used CPCs for human sperm cryopreservation. Lastly, semen samples were thawed in a 37 °C water bath, which is the common thawing method for sperm cryopreservation. These differences may contribute to the variation in proteins identified and quantified. The results also demonstrated that different sperm freezing media, freezing and thawing protocols or CPCs can lead to sperm proteomic profile variations. Cryoinjuries caused by intracellular ice formation lead to sublethal effects on sperm, and influences sperm motility and fertilizing ability [34]. In the present study, the GO analysis revealed that the cellular localizations of the identified differential proteins of human sperm cryopreserved with either CS or CV were enriched in the extracellular membrane-bounded organelles, cytoplasm, and cytosol after cryopreservation. The results agree with previous studies that cryopreservation leads to the leakage of intracellular proteins [35]. The disruption of the sperm membrane integrity resulting in the presence of sperm proteins in extracellular likely reflects damage of the sperm membrane structure [28, 36]. The identification of the biological processes of the identified differential proteins in human sperm cryopreserved with either CS or CV revealed that most of proteins are related to metabolic processes. Proteins of metabolic processes are responsible for the decrease in sperm metabolic activity caused by disturbances in ATP production and ATP regeneration resulting in the decline in sperm motility [37]. Our results indicate that cryoinjuries damage sperm structures, but also decrease sperm metabolism. The latter can lead to a decline in sperm motility, life span, and fertilizing ability. Furthermore, the leakage of mitochondrial proteins from sperm after cryopreservation indicates that disruption of the mitochondrial structure could be responsible for the decrease in energy supply to sperm [30]. Proteasomes can regulate sperm motility through regulation of dynein cAMP-dependent phosphorylation [38]. In addition, the freezing–thawing process reduced the antioxidant capacity of human sperm [39] and lead to disturbances in the ubiquitin–proteasome system, which possibly influenced the motility [40].
Similar to previous studies, increased protein abundance in sperm cryopreserved either with CS or CV was observed [22]. However, the mechanism remains unknown. It was believed that protein phosphorylation is a possible reason for the increased level of some proteins following cryopreservation, which leads to protein degradation, post-translational processing, and alterations in secondary or tertiary structure and/or translocation to other cellular compartments or outside the cell and results in changes in protein abundance [22, 33].
The identified differential proteins of human sperm cryopreserved with either CS or CV were categorized with UniProtKB database including spermatogenesis, spermatid development, flagellated sperm motility, sperm capacitation or acrosome reactions. Differences in the sperm function related proteins were observed between CS and CV groups, which indicate that even if the same freezing medium and the same freezing protocol were used, the effects on sperm proteome can be influenced by the CPCs applied. In addition, we also observed leakages of Ion channel proteins, especially Ca2+-binding proteins as shown in the Table 2 including HSPA5 (78 kDa glucose-regulated protein), CABYR (Calcium-binding tyrosine phosphorylation-regulated protein), HSP90B1 (Endoplasmin), CALR (Calreticulin). Calcium ions play a pivotal role in the mechanism controlling human sperm movement [26, 41]. Further studies are necessary to understand the significance of the disturbance to these proteins after cryopreservation with respect to the fertilizing ability of the sperm and embryo development. The network of interactions between the differentially identified proteins was analyzed. Interestingly, the KEGG pathways of Parkinson’s disease, Huntington’s disease, and Alzheimer’s disease were observed in sperm cryopreserved with CS compared to control sperm, however, these results were not observed in sperm cryopreserved with CV. In consideration of the significantly higher value of MOT and FAR in sperm cryopreserved in CV group than CS group, the use of CV for human sperm cryopreservation in clinical application may provide better safety and efficiency.
Conclusion
In summary, human sperm motility parameters and proteomic profiles are greatly affected by cryopreservation with either type of CPC. GO analysis revealed that most of the differential sperm proteins identified with iTRAQ techniques were enriched in the extracellular membrane-bounded organelles, cytoplasm, and cytosol. In addition, 106 susceptible proteins having known identities in sperm functions were identified. These results provide useful information for insight into the cryoinjury mechanism and will be beneficial for the development and optimization of human sperm cryopreservation strategies.
Additional files
Acknowledgements
The authors would like to thank Dr. Hongsheng Men for the assistance in the preparation of this manuscript.
Abbreviations
- CS
cryostraws
- CV
cryovials
- CPCs
cryopreservation carriers
- iTRAQ
isobaric tags for relative and absolute quantification
- ATP
adenosine triphosphate
- WHO
World Health Organization
- MOT
motile sperm
- FAR
forward activity rate
- VCL
curvilinear velocity
- VSL
straight line velocity
- VAP
average path velocity
- LIN
linearity
- STR
straightness index
- VIB
vibration index
- ALH
amplitude of lateral head displacement
- TCA
trichloroacetic acid
- FDR
false discovery rate
- GO
gene ontology
- NAFLD
non-alcoholic fatty liver disease
Authors’ contributions
SL carried out study design, data analysis and participated in drafting the manuscript. LA, YY contributed to the semen collection, and provided extensive discussion and clinical information. JJ performed cryopreservation and thawing of sperm samples. BC detected motility parameters. YD performed protein extraction, FS and BI contributed to study design, data analysis, and manuscript writing. RN, JC collected samples from patients, and provided clinical information. WS, WJ conceived the study, contributed to its design and coordination, participated in drafting the manuscript and critical review. All authors read and approved the final manuscript.
Funding
This work was financially supported through grants from the National Natural Science Foundation of China (31660346) and the National Key Research and Development Program of China (2016YFA0101403).
Ethics approval and consent to participate
The study was approved by the Ethics Review Board of Kunming University of Science and Technology and Kunming Sino-UK Angel Women’s & Children’s Hospital. Informed consent for participation was obtained from all subjects.
Consent for publication
Not applicable.
Competing interests
The authors declare that they have no competing interests.
Footnotes
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Shanshan Li, Lei Ao and Yaping Yan contributed equally to this work
Contributor Information
Shanshan Li, Email: liss@lpbr.cn.
Lei Ao, Email: aoleiai@163.com.
Yaping Yan, Email: yanyp@lpbr.cn.
Jiang Jiang, Email: aifangyn@126.com.
Bingbing Chen, Email: bengbeng@hotmail.com.
Yanchao Duan, Email: duanyc@lpbr.cn.
Fei Shen, Email: 18313859271@163.com.
Jinbao Chen, Email: chenjinbao666@126.com.
Briauna Inglis, Email: briaunainglis@outlook.com.
Renmin Ni, Email: lilyn66@qq.com.
Weizhi Ji, Email: wji@lpbr.cn.
Wei Si, Email: siw@lpbr.cn.
References
- 1.Ragni G, Somigliana E, Restelli L, Salvi R, Arnoldi M, Paffoni A. Sperm banking and rate of assisted reproduction treatment: insights from a 15-year cryopreservation program for male cancer patients. Cancer. 2003;97(7):1624–1629. doi: 10.1002/cncr.11229. [DOI] [PubMed] [Google Scholar]
- 2.Nawroth F, Rahimi G, Isachenko E, Isachenko V, Liebermann M, Tucker MJ, Liebermann J. Cryopreservation in assisted reproductive technology: new trends. Semin Reprod Med. 2005;23(4):325–335. doi: 10.1055/s-2005-923390. [DOI] [PubMed] [Google Scholar]
- 3.Desrosiers P, Légaré C, Leclerc P, Sullivan R. Membranous and structural damage that occur during cryopreservation of human sperm may be time-related events. Fertil Steril. 2006;85(6):1744–1752. doi: 10.1016/j.fertnstert.2005.11.046. [DOI] [PubMed] [Google Scholar]
- 4.Labbe C, Martoriati A, Devaux A, Maisse G. Effect of sperm cryopreservation on sperm DNA stability and progeny development in rainbow trout. Mol Reprod Dev. 2001;60(3):397–404. doi: 10.1002/mrd.1102. [DOI] [PubMed] [Google Scholar]
- 5.Bailey JL, Bilodeau JF, Cormier N. Semen cryopreservation in domestic animals: a damaging and capacitating phenomenon. J Androl. 2000;21(1):1–7. [PubMed] [Google Scholar]
- 6.Sridharan TB, Vickram AS. Evolving trends in cryopreservation and parameters influencing semen extender preparation—a prospective review. Cryo Lett. 2016;37(3):196–205. [PubMed] [Google Scholar]
- 7.Amidi F, Pazhohan A, Shabani NM, Khodarahmian M, Nekoonam S. The role of antioxidants in sperm freezing: a review. Cell Tissue Bank. 2016;17(4):745–756. doi: 10.1007/s10561-016-9566-5. [DOI] [PubMed] [Google Scholar]
- 8.Aboagla ME, Maeda T. Arbutin’s suppression of cryodamage in goat sperm and its mechanism of cryoprotection. Theriogenology. 2011;76(3):538–546. doi: 10.1016/j.theriogenology.2011.03.006. [DOI] [PubMed] [Google Scholar]
- 9.McCarthy MJ, Baumber J, Kass PH, Meyers SA. Osmotic stress induces oxidative cell damage to rhesus macaque spermatozoa. Biol Reprod. 2010;82(3):644–651. doi: 10.1095/biolreprod.109.080507. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Partyka A, Łukaszewicz E, Niżański W. Effect of cryopreservation on sperm parameters, lipid peroxidation and antioxidant enzymes activity in fowl semen. Theriogenology. 2012;77(8):1497–1504. doi: 10.1016/j.theriogenology.2011.11.006. [DOI] [PubMed] [Google Scholar]
- 11.Xu X, Cui ZF, Wilkins RJ, Urban JP. Intracellular pH changes in isolated bovine articular chondrocytes during the loading and removal of cryoprotective agents. Cryobiology. 2003;46(2):161–173. doi: 10.1016/S0011-2240(03)00022-1. [DOI] [PubMed] [Google Scholar]
- 12.Long JA. Avian semen cryopreservation: What are the biological challenges? Poult Sci. 2006;85(2):232–236. doi: 10.1093/ps/85.2.232. [DOI] [PubMed] [Google Scholar]
- 13.Peña FJ, Johannisson A, Wallgren M. 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):677–689. doi: 10.1016/S0093-691X(03)00081-5. [DOI] [PubMed] [Google Scholar]
- 14.Combes GB, Varner DD, Schroeder F, Burghardt RC, Blanchard TL. Effect of cholesterol on the motility and plasma membrane integrity of frozen equine spermatozoa after thawing. J Reprod Fertil Suppl. 2000;56:127–132. [PubMed] [Google Scholar]
- 15.Chen B, Li S, Yan Y, Duan Y, Chang S, Wang H, Ji W, Wu X, Si W. Cryopreservation of cynomolgus macaque (Macaca fascicularis) sperm with glycerol and ethylene glycol, and its effect on sperm-specific ion channels-CatSper and Hv1. Theriogenology. 2017;104:37–42. doi: 10.1016/j.theriogenology.2017.08.009. [DOI] [PubMed] [Google Scholar]
- 16.De Lamirande E. Semenogelin, the main protein of the human semen coagulum, regulates sperm function. Semin Thromb Hemost. 2007;33(1):60–68. doi: 10.1055/s-2006-958463. [DOI] [PubMed] [Google Scholar]
- 17.Si W, Benson JD, Men H, Critser JK. Osmotic tolerance limits and effects of cryoprotectants on the motility, plasma membrane integrity and acrosomal integrity of rat sperm. Cryobiology. 2006;53(3):336–348. doi: 10.1016/j.cryobiol.2006.09.001. [DOI] [PubMed] [Google Scholar]
- 18.Dietrich MA, Arnold GJ, Fröhlich T, Otte KA, Dietrich GJ, Ciereszko A. Proteomic analysis of extracellular medium of cryopreserved carp (Cyprinus carpio L.) semen. Comp Biochem Physiol Part D Genom Proteom. 2015;15:49–57. doi: 10.1016/j.cbd.2015.05.003. [DOI] [PubMed] [Google Scholar]
- 19.Dorus S, Wasbrough ER, Busby J, Wilkin EC, Karr TL. Sperm proteomics reveals intensified selection on mouse sperm membrane and acrosome genes. Mol Biol Evol. 2010;27(6):1235–1246. doi: 10.1093/molbev/msq007. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Gygi SP, Corthals GL, Zhang Y, Rochon Y, Aebersold R. Evaluation of two-dimensional gel electrophoresis-based proteome analysis technology. Proc Natl Acad Sci USA. 2000;97(17):9390–9395. doi: 10.1073/pnas.160270797. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Abdallah C, Sergeant K, Guillier C, Dumas-Gaudot E, Leclercq CC, Renaut J. Optimization of iTRAQ labelling coupled to OFFGEL fractionation as a proteomic workflow to the analysis of microsomal proteins of Medicago truncatula roots. Proteom Sci. 2012;10(1):37. doi: 10.1186/1477-5956-10-37. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Bogle OA, Kumar K, Attardo-Parrinello C, Lewis SE, Estanyol JM, Ballescà JL, Oliva R. Identification of protein changes in human spermatozoa throughout the cryopreservation process. Andrology. 2016;5(1):10–22. doi: 10.1111/andr.12279. [DOI] [PubMed] [Google Scholar]
- 23.Yan Y, Ao L, Wang H, Duan Y, Chang S, Chen B, Zhi D, Li S, Niu Y, Ji W. Cryopreservation of cynomolgus macaque (Macaca fascicularis) sperm by using a commercial egg-yolk free freezing medium. J Am Assoc Lab Anim Sci. 2016;55(6):744–748. [PMC free article] [PubMed] [Google Scholar]
- 24.Paras L, Freisinger J, Esterbauer B, Schmeller N, Szlauer R, Jungwirth A. Cryopreservation technique: comparison of test yolk buffer versus SpermCryo and vapour versus computerised freezing. Andrologia. 2008;40(1):18–22. doi: 10.1111/j.1439-0272.2008.00803.x. [DOI] [PubMed] [Google Scholar]
- 25.Cheng CY, Chen PR, Chen CJ, Wang SH, Chen CF, Lee YP, Huang SY. Differential protein expression in chicken spermatozoa before and after freezing-thawing treatment. Anim Reprod Sci. 2015;152:99–107. doi: 10.1016/j.anireprosci.2014.11.011. [DOI] [PubMed] [Google Scholar]
- 26.Correia S, Oliveira PF, Guerreiro PM, Lopes G, Alves MG, Canário AV, Cavaco JE, Socorro S. Sperm parameters and epididymis function in transgenic rats overexpressing the Ca2+-binding protein regucalcin: A hidden role for Ca2+ in sperm maturation? Mol Hum Reprod. 2013;19(9):581–589. doi: 10.1093/molehr/gat030. [DOI] [PubMed] [Google Scholar]
- 27.Pini T, Rickard JP, Leahy T, Crossett B, Druart X, de Graaf SP. Cryopreservation and egg yolk medium alter the proteome of ram spermatozoa. J Proteom. 2018;181:73–82. doi: 10.1016/j.jprot.2018.04.001. [DOI] [PubMed] [Google Scholar]
- 28.Zilli L, Beirão J, Schiavone R, Herraez MP, Gnoni A, Vilella S. Comparative proteome analysis of cryopreserved flagella and head plasma membrane proteins from sea bream spermatozoa: effect of antifreeze proteins. PLoS ONE. 2014;9(6):e99992. doi: 10.1371/journal.pone.0099992. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Vilagran I, Yeste M, Sancho S, Casas I, Rivera del Álamo MM, Bonet S. Relationship of sperm small heat-shock protein 10 and voltage-dependent anion channel 2 with semen freezability in boars. Theriogenology. 2014;82(3):418–426. doi: 10.1016/j.theriogenology.2014.04.023. [DOI] [PubMed] [Google Scholar]
- 30.Wang G, Guo Y, Zhou T, Shi X, Yu J, Yang Y, Wu Y, Wang J, Liu M, Chen X. In-depth proteomic analysis of the human sperm reveals complex protein compositions. J Proteom. 2013;79(4):114–122. doi: 10.1016/j.jprot.2012.12.008. [DOI] [PubMed] [Google Scholar]
- 31.Lamb DJ. WHO laboratory manual for the examination of human semen en sperm–cervical mucus interaction. J Androl. 2000;21(1):32. [Google Scholar]
- 32.Mazur P. Freezing of living cells: mechanisms and implications. Am J Physiol. 1984;247(3 Pt 1):C125–C142. doi: 10.1152/ajpcell.1984.247.3.C125. [DOI] [PubMed] [Google Scholar]
- 33.Wang S, Wang W, Xu Y, Tang M, Fang J, Sun H, Sun Y, Gu M, Liu Z, Zhang Z. Proteomic characteristics of human sperm cryopreservation. Proteomics. 2014;14(2–3):298–310. doi: 10.1002/pmic.201300225. [DOI] [PubMed] [Google Scholar]
- 34.Nijs M, Ombelet W. Cryopreservation of human sperm. Hum Fertil (Camb) 2001;4(3):158–163. doi: 10.1080/1464727012000199232. [DOI] [PubMed] [Google Scholar]
- 35.Kumaresan A, Siqueira AP, Hossain MS, Johannisson A, Eriksson I, Wallgren M, Bergqvist AS. Quantification of kinetic changes in protein tyrosine phosphorylation and cytosolic Ca2+ concentration in boar spermatozoa during cryopreservation. Reprod Fertil Dev. 2011;24(4):531–542. doi: 10.1071/RD11074. [DOI] [PubMed] [Google Scholar]
- 36.Dziekon Ska A, Fraser L, Majewska A, Lecewicz M, Zasiadczyk Ł, Kordan W. Effect of commercial long-term extenders on metabolic activity and membrane integrity of boar spermatozoa stored at 17 °C. Pol J Vet Sci. 2013;16(3):517–525. doi: 10.2478/pjvs-2013-0072. [DOI] [PubMed] [Google Scholar]
- 37.Dziekońska A, Kinder M, Fraser L, Strzeżek J, Kordan W. Metabolic activity of boar semen stored in different extenders supplemented with ostrich egg yolk lipoproteins. J Vet Res. 2017;61(1):127–133. doi: 10.1515/jvetres-2017-0016. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Inaba K, Morisawa S, Morisawa M. Proteasomes regulate the motility of salmonid fish sperm through modulation of cAMP-dependent phosphorylation of an outer arm dynein light chain. J Cell Sci. 1998;111(8):1105–1115. doi: 10.1242/jcs.111.8.1105. [DOI] [PubMed] [Google Scholar]
- 39.Sapanidou V, Taitzoglou I, Tsakmakidis Ι, Kourtzelis I, Fletouris D, Theodoridis A, Zervos I, Tsantarliotou M. Antioxidant effect of crocin on bovine sperm quality and invitro fertilization. Theriogenology. 2015;84(8):1273–1282. doi: 10.1016/j.theriogenology.2015.07.005. [DOI] [PubMed] [Google Scholar]
- 40.Rodríguez-Lozano I, Avalos-Rodríguez A, Castillo-Juárez H, Borderas-Tordesillas F, Roa-Vidal J, Rosales-Torres A. Percentage of ubiquitinated spermatozoa does not correlate with fertilizing capacity of thawed bovine semen. Reprod Domest Anim. 2014;49(1):27–31. doi: 10.1111/rda.12215. [DOI] [PubMed] [Google Scholar]
- 41.Correia J, Michelangeli F, Publicover S. Regulation and roles of Ca2+ stores in human sperm. Reproduction. 2015;150(2):R65–R76. doi: 10.1530/REP-15-0102. [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.