| Literature DB >> 31485625 |
Bo Xu1, Xiang Wei1, Minjian Chen1, Kaipeng Xie2, Yuqing Zhang1, Zhenyao Huang1, Tianyu Dong1, Weiyue Hu1, Kun Zhou1, Xiumei Han1, Xin Wu1, Yankai Xia1.
Abstract
Glial cell line‑derived neurotrophic factor (GDNF) is critical for the proliferation of spermatogonial stem cells (SSCs), but the underlying mechanisms remain poorly understood. In this study, an unbiased metabolomic analysis was performed to examine the metabolic modifications in SSCs following GDNF deprivation, and 11 metabolites were observed to decrease while three increased. Of the 11 decreased metabolites identified, glycylglycine was observed to significantly rescue the proliferation of the impaired SSCs, while no such effect was observed by adding sorbitol. However, the expression of self‑renewal genes, including B‑cell CLL/lymphoma 6 member B, ETS variant 5, GDNF family receptor α1 and early growth response protein 4 remained unaltered following glycylglycine treatment. This finding suggests that although glycylglycine serves an important role in the proliferation of SSCs, it is not required for the self‑renewal of SSCs.Entities:
Mesh:
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Year: 2019 PMID: 31485625 PMCID: PMC6755143 DOI: 10.3892/mmr.2019.10609
Source DB: PubMed Journal: Mol Med Rep ISSN: 1791-2997 Impact factor: 2.952
Sequences of primers for reverse transcription-quantitative polymerase chain reaction.
| Gene | Type of primer | Sequences |
|---|---|---|
| Forward | 5′-GGCTACGTCCGAGAGTTCAC-3′ | |
| Reverse | 5′-CTTGTGCGCTCTTAGGGGT-3′ | |
| Forward | 5′-CACCATGTATCGAGAGGGGC-3′ | |
| Reverse | 5′-GAGCAACCTCTTCCGGTTCT-3′ | |
| Forward | 5′-CTCGGAATCCAGCCTACGTC-3′ | |
| Reverse | 5′-CACTTGTCCTCTCGTGTGCT-3′ | |
| Forward | 5′-GACGCGCTTCTCTCCAAG-3′ | |
| Reverse | 5′-CTCAAAGCCCAGCTCAAGAA-3′ | |
| Forward | 5′-AGGTCGGTGTGAACGGATTTG-3′ | |
| Reverse | 5′-GGGGTCGTTGATGGCAACA-3′ |
Bcl6b, B-cell CLL/lymphoma 6 member B; Etv5, ETS variant 5; Egr4, early growth response protein 4; Gfra1, GDNF family receptor α1.
Figure 1.Metabolic modifications after GDNF deprivation. According to the OPLS-DA analysis, obvious separations between samples in the (A) GDNF deprivation for 12 h and (B) 24 h groups and the control were detected. (C) A total of 11 metabolites were consistently decreased in both the 12 and 24 h deprivation groups. (D) A total of three metabolites were increased in both the 12 and 24 h deprivation groups. OPLS-DA, orthogonal partial least square discriminate analysis; GDNF, glial cell line-derived neurotrophic factor.
Altered metabolites following glial cell line-derived neurotrophic factor deprivation for 12 h.
| Peak | VIP | Fold change | P-value |
|---|---|---|---|
| Aminocaproic acid | 1.366 | 0.176 | 3.08×10−05 |
| Taurine | 1.339 | 0.164 | 5.76×10−05 |
| Theobromine | 1.330 | 0.178 | 7.06×10−05 |
| Methylmalonic acid | 1.306 | 0.193 | 1.17×10−04 |
| Melibiose | 1.301 | 0.107 | 4.86×10−05 |
| Sucrose | 1.301 | 0.107 | 4.86×10−05 |
| Trehalose | 1.301 | 0.107 | 4.86×10−05 |
| Biotin | 1.298 | 0.169 | 1.38×10−04 |
| Androstenedione | 1.278 | 0.204 | 2.00×10−04 |
| Petroselinic acid | 1.274 | 0.194 | 2.15×10−04 |
| Trans-Vaccenic acid | 1.274 | 0.194 | 2.15×10−04 |
| Indoleacrylic acid | 1.274 | 0.198 | 2.17×10−04 |
| Sorbitol | 1.269 | 0.195 | 2.37×10−04 |
| D-Fructose 6-phosphate disodium salt hydrate | 1.259 | 0.236 | 2.85×10−04 |
| 2-Piperidinemethanol | 1.251 | 0.198 | 3.26×10−04 |
| Guanine | 1.250 | 0.275 | 3.29×10−04 |
| Cellobiose | 1.250 | 0.107 | 4.86×10−05 |
| Formamide | 1.248 | 0.212 | 3.45×10−04 |
| D-Mannose 6-phosphate sodium salt | 1.242 | 0.393 | 4.84×10−02 |
| Cinnamaldehyde natural | 1.241 | 0.178 | 3.88×10−04 |
| Cytosine | 1.229 | 0.200 | 4.70×10−04 |
| Quinaldic acid | 1.224 | 0.219 | 5.10×10−04 |
| 16-Alpha-hydroxyestrone | 1.221 | 0.201 | 5.39×10−04 |
| Androstenediol | 1.221 | 0.201 | 5.39×10−04 |
| N-Acetyl-L-phenylalanine | 1.221 | 0.201 | 5.39×10−04 |
| Progesterone | 1.221 | 0.201 | 5.39×10−04 |
| Uracil | 1.221 | 0.201 | 5.39×10−04 |
| 2-Amino-1-Phenylethanol | 1.221 | 0.201 | 5.39×10−04 |
| 2-Deoxycytidine free base | 1.221 | 0.201 | 5.39×10−04 |
| 4-Hydroxyestrone | 1.221 | 0.201 | 5.39×10−04 |
| Androsterone | 1.221 | 0.201 | 5.39×10−04 |
| DL-alpha-Palmitin | 1.221 | 0.201 | 5.39×10−04 |
| D-Plus-Neopterine | 1.221 | 0.201 | 5.39×10−04 |
| L-A-Phosphatidylcholine | 1.221 | 0.201 | 5.39×10−04 |
| Linoleic acid | 1.221 | 0.201 | 5.39×10−04 |
| 4-Hydroxycinnamic acid | 1.221 | 0.201 | 5.39×10−04 |
| Acetyl-L-carnitine hydrochloride | 1.221 | 0.201 | 5.39×10−04 |
| Gamma-Linolenic acid | 1.221 | 0.201 | 5.39×10−04 |
| Indole-3-acetamide | 1.221 | 0.201 | 5.39×10−04 |
| Estrone | 1.221 | 0.201 | 5.39×10−04 |
| Theophylline | 1.221 | 0.201 | 5.39×10−04 |
| Transtrans-farnesol | 1.221 | 0.201 | 5.39×10−04 |
| Cytidine | 1.221 | 0.417 | 2.31×10−02 |
| Riboflavin | 1.218 | 0.202 | 5.62×10−04 |
| Suberic acid | 1.217 | 0.133 | 5.70×10−04 |
| 2-methoxycinnamic acid | 1.216 | 0.203 | 5.77×10−04 |
| N-Acetylglutamine | 1.216 | 0.203 | 5.80×10−04 |
| 3-Methyladipic acid | 1.215 | 0.203 | 5.93×10−04 |
| Tyramine | 1.214 | 0.196 | 5.95×10−04 |
| Octadecanamide | 1.214 | 0.296 | 5.99×10−04 |
| Guaiacol | 1.213 | 0.204 | 6.06×10−04 |
| L-Allothreonine | 1.211 | 0.205 | 6.28×10−04 |
| L-Homoserine | 1.211 | 0.205 | 6.28×10−04 |
| Octadecanedioic acid | 1.208 | 0.191 | 6.54×10−04 |
| Gluconolactone | 1.208 | 0.206 | 6.58×10−04 |
| Sebacic acid | 1.207 | 0.189 | 6.70×10−04 |
| N-Oleoylethanolamine | 1.206 | 0.207 | 6.78×10−04 |
| Valeric acid | 1.206 | 0.191 | 6.78×10−04 |
| Isovaleric acid | 1.206 | 0.198 | 2.73×10−04 |
| 345-Trimethoxycinnamic acid | 1.204 | 0.208 | 6.98×10−04 |
| Benzocaine | 1.204 | 0.211 | 6.99×10−04 |
| 3-(2-Hydroxyethyl)indole | 1.203 | 0.636 | 1.74×10−04 |
| N-Acetyl-L-alanine | 1.198 | 0.210 | 7.64×10−04 |
| Folic acid | 1.198 | 0.211 | 7.69×10−04 |
| D-Glutamic acid | 1.191 | 0.381 | 4.88×10−04 |
| Hydrocinnamic acid | 1.190 | 0.176 | 8.58×10−04 |
| 1-Methyl-L-histidine | 1.182 | 0.226 | 9.68×10−04 |
| 2-Phenylacetamide | 1.177 | 0.379 | 4.75×10−05 |
| Pentadecanoic acid | 1.171 | 0.221 | 1.13×10−03 |
| Phthalic acid | 1.169 | 0.081 | 1.01×10−02 |
| L-Pipecolic acid | 1.169 | 0.267 | 1.16×10−03 |
| DL-O-Tyrosine | 1.164 | 0.223 | 1.24×10−03 |
| Glycylglycine | 1.157 | 0.252 | 1.62×10−03 |
| 3-Ureidopropionic acid | 1.157 | 0.314 | 1.37×10−03 |
| Thymidine | 1.156 | 0.332 | 1.64×10−02 |
| Acetoacetic acid lithium | 1.140 | 0.183 | 1.72×10−03 |
| Betaine | 1.140 | 0.325 | 1.72×10−03 |
| 5-Phenylvaleric acid | 1.137 | 0.234 | 1.79×10−03 |
| Rhamnose | 1.135 | 0.282 | 1.83×10−03 |
| Cinnamic acid | 1.131 | 0.263 | 1.93×10−03 |
| Acetaminophen | 1.125 | 0.122 | 2.10×10−03 |
| Acetylglycine | 1.124 | 0.256 | 2.12×10−03 |
| Cholic acid | 1.115 | 0.244 | 2.37×10−03 |
| Terephthalic acid | 1.113 | 0.199 | 2.42×10−03 |
| L-Allo-isoleucine | 1.113 | 0.188 | 2.43×10−03 |
| Indoleacetic acid | 1.100 | 0.266 | 2.85×10−03 |
| Cytidine monophosphate | 1.097 | 0.458 | 2.97×10−03 |
| Glucose 6-phosphate | 1.092 | 0.220 | 3.12×10−03 |
| Dehydroepiandrosterone | 1.078 | 0.258 | 3.68×10−03 |
| Mannitol | 1.073 | 0.195 | 2.37×10−04 |
| Adenine | 1.071 | 0.221 | 3.98×10−03 |
| Cuminaldehyde | 1.071 | 0.264 | 4.00×10−03 |
| Trans-Cinnamic acid | 1.067 | 0.274 | 4.18×10−03 |
| Salicin | 1.063 | 0.264 | 4.37×10−03 |
| N-Acetylglutamic acid | 1.061 | 0.373 | 4.44×10−03 |
| Serotonin hydrochloride | 1.061 | 0.265 | 4.46×10−03 |
| N-Acetylleucine | 1.056 | 0.097 | 4.70×10−03 |
| Tryptophanol | 1.049 | 0.306 | 5.10×10−03 |
| Deoxyribose | 1.039 | 0.507 | 3.23×10−02 |
| 13-Dimethyluracil | 1.037 | 0.287 | 5.77×10−03 |
| Eicosapentaenoic acid | 1.030 | 0.287 | 6.20×10−03 |
| L-Aspartyl-L-phenylalanine | 1.018 | 0.320 | 7.04×10−03 |
| Tryptamine | 1.015 | 0.288 | 7.26×10−03 |
| Dodecanoic acid | 1.284 | 1.715 | 6.85×10−03 |
| L-Phenylalanine | 1.284 | 1.885 | 5.32×10−04 |
| L-Tryptophan | 1.221 | 1.939 | 5.68×10−04 |
| L-Isoleucine | 1.217 | 2.033 | 1.80×10−04 |
| L-Leucine | 1.039 | 2.033 | 1.80×10−04 |
| Inosine | 1.020 | 2.365 | 7.24×10−03 |
| Ursodeoxycholic acid | 1.015 | 16.743 | 5.65×10−03 |
VIP, variable importance in projection.
Altered metabolites following glial cell line-derived neurotrophic factor deprivation for 24 h.
| Peak | VIP | Fold change | P-value |
|---|---|---|---|
| Glycylglycine | 2.347 | 0.213 | 7.17×10−04 |
| Sorbitol | 2.109 | 0.527 | 7.00×10−04 |
| Mannitol | 2.109 | 0.527 | 7.00×10−04 |
| Biotin | 2.051 | 0.337 | 1.14×10−03 |
| N-Acetylglutamic acid | 1.913 | 0.430 | 3.13×10−03 |
| Proline | 1.633 | 0.577 | 1.57×10−02 |
| Pyrrolidonecarboxylic acid | 1.624 | 0.542 | 1.65×10−02 |
| Indoleacetic acid | 1.607 | 0.475 | 1.79×10−02 |
| L-Allothreonine | 1.515 | 0.613 | 2.72×10−02 |
| L-Homoserine | 1.515 | 0.613 | 2.72×10−02 |
| D-Mannose 6-phosphate sodium salt | 1.504 | 0.656 | 2.85×10−02 |
| D-Glutamic acid | 1.498 | 0.531 | 2.93×10−02 |
| 2-Phenylacetamide | 1.498 | 0.425 | 2.93×10−02 |
| Methyl-L-histidine | 1.477 | 0.475 | 3.21×10−02 |
| Octadecanedioic acid | 1.149 | 0.488 | 4.27×10−02 |
| Gluconolactone | 1.147 | 0.516 | 4.39×10−02 |
| Aminobenzoic acid | 1.137 | 0.363 | 4.98×10−02 |
| Melibiose | 1.137 | 34.339 | 7.49×10−03 |
| Sucrose | 1.137 | 34.339 | 7.49×10−03 |
| Oxidized glutathione | 1.104 | 1.922 | 7.84×10−04 |
| Inosine | 1.466 | 2.239 | 4.69×10−02 |
VIP, variable importance in projection.
Figure 2.Effects of glycylglycine and sorbitol on the viability of SSCs. SSCs were exposed to complete medium (NC), GDNF (0.1 ng/ml), GDNF (0.1 ng/ml) and glycylglycine (10 µM), or GDNF (0.1 ng/ml) and sorbitol (10 µM). (A) Representative SSCs images under a light microscope on day 5. Magnification, ×10 objective. (B) Cell viability was determined by CCK-8 assay. (C) Relative cell proliferation, as assessed by EdU assay. (D) Staining for nuclei (blue) and cell proliferation (red). Images were acquired with the ArrayScan HCS Reader with a ×20 objective. (E) The mRNA expression levels of self-renewal genes (Bcl6b, Etv5, Egr4 and Gfra1) were detected by reverse transcription-quantitative polymerase chain reaction. *P<0.05 vs. respective NC. SSCs, spermatogonial stem cells; GDNF, glial cell line-derived neurotrophic factor; G, glycylglycine; S, sorbitol; CCK-8, Cell Counting Kit-8; NC, control; Bcl6b, B-cell CLL/lymphoma 6 member B; Etv5, ETS variant 5; Egr4, early growth response protein 4; Gfra1, GDNF family receptor α1.