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Zhao JM, Qi TG. The role of TXNL1 in disease: treatment strategies for cancer and diseases with oxidative stress. Mol Biol Rep 2021; 48:2929-2934. [PMID: 33660093 DOI: 10.1007/s11033-021-06241-z] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2020] [Accepted: 02/18/2021] [Indexed: 12/17/2022]
Abstract
Thioredoxin-like protein-1 (TXNL1; also known as thioredoxin-related 32 kDa protein, TRP32) is a thioredoxin involved in the regulation of oxidative stress, which protects cells from damage through redox balance. Studies have shown that TXNL1 has a variety of functions, including cell signal transduction, cell cycle regulation, protein synthesis, modification and degradation, vesicle transport, transcriptional regulation, cell apoptosis, virus replication and oxidative stress regulation, etc., and plays an important role in the occurrence and development of human diseases. Therefore, TXNL1 has a strong correlation with the treatment of cancer and oxidative stress diseases. In this paper, the basic structure, function and potential application value of TXNL1 in diseases are reviewed, so as to open up new targets for the treatment of cancer and oxidative stress-related diseases.
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Affiliation(s)
- Jin-Ming Zhao
- Institute of Medical Sciences, The Second Hospital, Cheeloo College of Medicine, Shandong University, Jinan, 250033, China
| | - Tong-Gang Qi
- Institute of Medical Sciences, The Second Hospital, Cheeloo College of Medicine, Shandong University, Jinan, 250033, China.
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Maeda N, Okumura K, Yamaguchi K, Haeno S, Yasui Y, Kimura N, Ieko T, Miyasho T, Yokota H. Rapid prolactin induction in adult male rats after treatment with diethylstilbestrol. J Neuroendocrinol 2019; 31:e12769. [PMID: 31283846 DOI: 10.1111/jne.12769] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/27/2018] [Revised: 06/29/2019] [Accepted: 07/03/2019] [Indexed: 12/18/2022]
Abstract
Diethylstilbestrol (DES) is a synthetic oestrogen known to disrupt the endocrine system and to cause reproductive toxicity mediated via the hypothalamic-pituitary-adrenal axis; however, its molecular mechanism of action is poorly understood. In the present study, we found that, after only 1 week of exposure to DES, blood testosterone dramatically decreased and that this decrease was associated with a strong induction of prolactin (PRL). Even with the increase in PRL, the luteinising hormone and follicle-stimulating hormone mRNAs slightly decreased. Our results show that, after 48 hours of a single dose of DES, there was a six-fold increase in PRL expression. After exploring the upstream mechanisms, we determined that dopamine, which inhibits PRL secretion in male rats, did not decrease in the pituitary gland of DES-treated rats, whereas vasoactive intestinal peptide (VIP), which mediates the acute release of PRL, was elevated. Serotonin (5-HT) increased in the brain of male rats 24 hours after a single DES treatment; however, PRL, VIP or 5-HT was not induced by DES in female rats. Our results indicate that DES induces the expression of pituitary PRL in male rats by stimulating VIP in the hypothalamus and 5-HT in the central nervous system.
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Affiliation(s)
- Naoyuki Maeda
- Laboratory of Meat Science and Technology, Department of Food Science and Human Wellness, Rakuno Gakuen University, Hokkaido, Japan
- Safety Research Institute for Chemical Compounds Co., Ltd, Sapporo, Japan
- Laboratory of Veterinary Biochemistry, Department of Veterinary Medicine, Rakuno Gakuen University, Hokkaido, Japan
- Japan Meat Science and Technology Institute, Shibuya-ku, Tokyo, Japan
| | - Kanako Okumura
- Safety Research Institute for Chemical Compounds Co., Ltd, Sapporo, Japan
- Laboratory of Veterinary Biochemistry, Department of Veterinary Medicine, Rakuno Gakuen University, Hokkaido, Japan
| | - Kousuke Yamaguchi
- Laboratory of Veterinary Biochemistry, Department of Veterinary Medicine, Rakuno Gakuen University, Hokkaido, Japan
- Graduate School of Arts and Sciences, University of Tokyo, Meguro, Tokyo, Japan
| | - Satoko Haeno
- Laboratory of Veterinary Biochemistry, Department of Veterinary Medicine, Rakuno Gakuen University, Hokkaido, Japan
| | - Yumiko Yasui
- Laboratory of Veterinary Physiology and Nutrition, Department of Veterinary Science, Rakuno Gakuen University, Hokkaido, Japan
| | - Nobuya Kimura
- Public Nutrition, Department of Food Science and Human Wellness, Rakuno Gakuen University, Hokkaido, Japan
| | - Takahiro Ieko
- Laboratory of Veterinary Biochemistry, Department of Veterinary Medicine, Rakuno Gakuen University, Hokkaido, Japan
| | - Taku Miyasho
- Laboratory of Animal Biological Responses, Department of Veterinary Science, Rakuno Gakuen University, Hokkaido, Japan
| | - Hiroshi Yokota
- Laboratory of Veterinary Biochemistry, Department of Veterinary Medicine, Rakuno Gakuen University, Hokkaido, Japan
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Jiang X, Chen HQ, Cui ZH, Yin L, Zhang WL, Liu WB, Han F, Ao L, Cao J, Liu JY. Low-dose and combined effects of oral exposure to bisphenol A and diethylstilbestrol on the male reproductive system in adult Sprague-Dawley rats. ENVIRONMENTAL TOXICOLOGY AND PHARMACOLOGY 2016; 43:94-102. [PMID: 26970683 DOI: 10.1016/j.etap.2016.02.014] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/03/2015] [Revised: 02/20/2016] [Accepted: 02/22/2016] [Indexed: 06/05/2023]
Abstract
Study of the joint action of xenobiotics is important to fully explore their toxicity and complete risk analysis. In this study, we investigated the effects of low-dose and combined exposure of bisphenol A (BPA) and diethylstilbestrol (DES) on the reproductive system in adult male rats. The results showed that the sperm motility decreased in the BPA/DES and combined groups. Sperm deformity ratios and histological lesions of the testes were significantly higher and more significant, respectively, in the combined group compared with the single treated groups. No dose-effect relationship or significant additive effect on serum hormone levels was observed after combined exposure to BPA/DES. Ultrastructural results showed lesions of the Sertoli and Leydig cells, mainly in the endoplasmic reticulum (ER), in all treated groups. ER stress molecular sensor IRE1 was phosphorylated and activated after BPA and DES treatment in this study. The protein levels of ES stress molecular marker CHOP were significantly up-regulated after exposure to BPA, DES, and BPA and DES combined. These findings indicate that ER stress is important in BPA/DES-induced damage in rat testes. Low-dose and combined exposure to BPA and DES may have toxic effects on male fertility in the adult population.
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Affiliation(s)
- Xiao Jiang
- Institute of Toxicology, College of Preventive Medicine, Third Military Medical University, 30 Gaotanyan Street, Shapingba District, Chongqing 400038, PR China
| | - Hong-Qiang Chen
- Institute of Toxicology, College of Preventive Medicine, Third Military Medical University, 30 Gaotanyan Street, Shapingba District, Chongqing 400038, PR China
| | - Zhi-Hong Cui
- Institute of Toxicology, College of Preventive Medicine, Third Military Medical University, 30 Gaotanyan Street, Shapingba District, Chongqing 400038, PR China
| | - Li Yin
- Institute of Toxicology, College of Preventive Medicine, Third Military Medical University, 30 Gaotanyan Street, Shapingba District, Chongqing 400038, PR China
| | - Wen-Long Zhang
- Institute of Toxicology, College of Preventive Medicine, Third Military Medical University, 30 Gaotanyan Street, Shapingba District, Chongqing 400038, PR China
| | - Wen-Bin Liu
- Institute of Toxicology, College of Preventive Medicine, Third Military Medical University, 30 Gaotanyan Street, Shapingba District, Chongqing 400038, PR China
| | - Fei Han
- Institute of Toxicology, College of Preventive Medicine, Third Military Medical University, 30 Gaotanyan Street, Shapingba District, Chongqing 400038, PR China
| | - Lin Ao
- Institute of Toxicology, College of Preventive Medicine, Third Military Medical University, 30 Gaotanyan Street, Shapingba District, Chongqing 400038, PR China
| | - Jia Cao
- Institute of Toxicology, College of Preventive Medicine, Third Military Medical University, 30 Gaotanyan Street, Shapingba District, Chongqing 400038, PR China
| | - Jin-Yi Liu
- Institute of Toxicology, College of Preventive Medicine, Third Military Medical University, 30 Gaotanyan Street, Shapingba District, Chongqing 400038, PR China.
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Haeno S, Maeda N, Yamaguchi K, Sato M, Uto A, Yokota H. Adrenal steroidogenesis disruption caused by HDL/cholesterol suppression in diethylstilbestrol-treated adult male rat. Endocrine 2016; 52:148-56. [PMID: 26349937 DOI: 10.1007/s12020-015-0732-5] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/21/2015] [Accepted: 08/29/2015] [Indexed: 01/28/2023]
Abstract
The synthetic estrogen diethylstilbestrol is used to prevent miscarriages and as a therapeutic treatment for prostate cancer, but it has been reported to have adverse effects on endocrine homeostasis. However, the toxicity mechanism is poorly understood. Recently, we reported that diethylstilbestrol impairs adrenal steroidogenesis via cholesterol insufficiency in adult male rats. In the present study, we found that the adrenal cholesterol level was significantly reduced without of the decrease in other precursors in the adrenal steroidogenesis 24 h after a single dose of diethylstilbestrol (0.33 μg/g body mass). The serum HDL/cholesterol level was also reduced only 12 h after the diethylstilbestrol exposure. The level of Apo E, which is indispensable for HDL/cholesterol maturation, was decreased in both the HDL and VLDL/LDL fractions, whereas the level of Apo A1, which is an essential constituent of HDL, was not altered in the HDL fraction. Because the liver is a major source of Apo E and Apo A1, the secretion rates of these proteins were examined using a liver perfusion experiment. The secretion rate of Apo A1 from the liver was consistent between DES-treated and control rats, but that of Apo E was comparatively suppressed in the DES-treated rats. The disruption of adrenal steroidogenesis by diethylstilbestrol was caused by a decrease in serum HDL/cholesterol, which is the main source of adrenal steroidogenesis, due to the inhibition of Apo E secretion from the liver.
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Affiliation(s)
- Satoko Haeno
- Laboratory of Veterinary Biochemistry, School of Veterinary Medicine, Rakuno Gakuen University, Ebetsu, Hokkaido, 069-8501, Japan
| | - Naoyuki Maeda
- Laboratory of Veterinary Biochemistry, School of Veterinary Medicine, Rakuno Gakuen University, Ebetsu, Hokkaido, 069-8501, Japan
- Safety Research Institute for Chemical Compounds Co. LTD, Shin-ei, Kiyota-ku, Sapporo, Hokkaido, 004-0839, Japan
| | - Kousuke Yamaguchi
- Laboratory of Veterinary Biochemistry, School of Veterinary Medicine, Rakuno Gakuen University, Ebetsu, Hokkaido, 069-8501, Japan
| | - Michiko Sato
- Laboratory of Veterinary Biochemistry, School of Veterinary Medicine, Rakuno Gakuen University, Ebetsu, Hokkaido, 069-8501, Japan
| | - Aika Uto
- Laboratory of Veterinary Biochemistry, School of Veterinary Medicine, Rakuno Gakuen University, Ebetsu, Hokkaido, 069-8501, Japan
| | - Hiroshi Yokota
- Laboratory of Veterinary Biochemistry, School of Veterinary Medicine, Rakuno Gakuen University, Ebetsu, Hokkaido, 069-8501, Japan.
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Yin L, Zheng LJ, Jiang X, Liu WB, Han F, Cao J, Liu JY. Effects of Low-Dose Diethylstilbestrol Exposure on DNA Methylation in Mouse Spermatocytes. PLoS One 2015; 10:e0143143. [PMID: 26588706 PMCID: PMC4654501 DOI: 10.1371/journal.pone.0143143] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2015] [Accepted: 10/30/2015] [Indexed: 12/31/2022] Open
Abstract
Evidence from previous studies suggests that the male reproductive system can be disrupted by fetal or neonatal exposure to diethylstilbestrol (DES). However, the molecular basis for this effect remains unclear. To evaluate the effects of DES on mouse spermatocytes and to explore its potential mechanism of action, the levels of DNA methyltransferases (DNMTs) and DNA methylation induced by DES were detected. The results showed that low doses of DES inhibited cell proliferation and cell cycle progression and induced apoptosis in GC-2 cells, an immortalized mouse pachytene spermatocyte-derived cell line, which reproduces primary cells responses to E2. Furthermore, global DNA methylation levels were increased and the expression levels of DNMTs were altered in DES-treated GC-2 cells. A total of 141 differentially methylated DNA sites were detected by microarray analysis. Rxra, an important component of the retinoic acid signaling pathway, and mybph, a RhoA pathway-related protein, were found to be hypermethylated, and Prkcd, an apoptosis-related protein, was hypomethylated. These results showed that low-dose DES was toxic to spermatocytes and that DNMT expression and DNA methylation were altered in DES-exposed cells. Taken together, these data demonstrate that DNA methylation likely plays an important role in mediating DES-induced spermatocyte toxicity in vitro.
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Affiliation(s)
- Li Yin
- Institute of Toxicology, College of Preventive Medicine, Third Military Medical University, Chongqing, China
| | - Li-juan Zheng
- Institute of Toxicology, College of Preventive Medicine, Third Military Medical University, Chongqing, China
- Gansu People’s Hospital, Lanzhou, China
| | - Xiao Jiang
- Institute of Toxicology, College of Preventive Medicine, Third Military Medical University, Chongqing, China
| | - Wen-bin Liu
- Institute of Toxicology, College of Preventive Medicine, Third Military Medical University, Chongqing, China
| | - Fei Han
- Institute of Toxicology, College of Preventive Medicine, Third Military Medical University, Chongqing, China
| | - Jia Cao
- Institute of Toxicology, College of Preventive Medicine, Third Military Medical University, Chongqing, China
| | - Jin-yi Liu
- Institute of Toxicology, College of Preventive Medicine, Third Military Medical University, Chongqing, China
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High-content screening imaging and real-time cellular impedance monitoring for the assessment of chemical’s bio-activation with regards hepatotoxicity. Toxicol In Vitro 2015; 29:1916-31. [DOI: 10.1016/j.tiv.2015.07.024] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2015] [Revised: 06/29/2015] [Accepted: 07/30/2015] [Indexed: 02/07/2023]
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Maeda N, Okumura K, Tanaka E, Suzuki T, Miyasho T, Haeno S, Ueda H, Hoshi N, Yokota H. Downregulation of cytochrome P450scc as an initial adverse effect of adult exposure to diethylstilbestrol on testicular steroidogenesis. ENVIRONMENTAL TOXICOLOGY 2014; 29:1452-1459. [PMID: 23873838 DOI: 10.1002/tox.21875] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/30/2013] [Revised: 05/01/2013] [Accepted: 05/12/2013] [Indexed: 06/02/2023]
Abstract
Reproductive toxicities and endocrine disruptions caused by chemicals in adult males are still poorly understood. It is our objectives to understand further details of the initial adverse effects leading severe testicular toxicities of a pharmaceutical endocrine disruptor, diethylstilbestrol (DES). Downregulations of both testicular regulatory proteins, such as the steroidogenic acute regulatory protein (StAR) and the peripheral benzodiazepine receptor (PBR), which play important roles in the transport of cholesterol into the mitochondria, and cytochrome P450 mediating the cholesterol side chain cleavage reaction (P450scc), were observed in the rat orally administered DES (340 μg/kg/2 days) for 2 weeks. We found that after only 1 week treatment with DES, the blood and testicular testosterone (TS) levels were drastically decreased without abnormalities of the StAR and PBR; however, the protein and mRNA levels of P450scc were diminished. Decrease in the conversion rate of cholesterol to pregnenolone was delayed in the in vitro assay using the testicular mitochondrial fraction from the rat treated with DES for 1 week. When the precursors in TS biosynthesis containing the testis were identified and determined by liquid chromatography-mass spectrometry analysis, decreased levels of all precursors except cholesterol were observed. In conclusion, suppressed cytochrome P450scc expression in adult male rat was identified as an initial target of DES in testicular steroidogenesis disorder leading reproductive toxicities.
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Affiliation(s)
- Naoyuki Maeda
- Laboratory of Veterinary Biochemistry, School of Veterinary Medicine, Rakuno Gakuen University, Ebetsu, Hokkaido, 069-8501, Japan; Japan Meat Science and Technology Institute, Ebisu, Shibuya-ku, Tokyo, 150-0013, Japan
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Wong CM, Zhang Y, Huang Y. Bone morphogenic protein-4-induced oxidant signaling via protein carbonylation for endothelial dysfunction. Free Radic Biol Med 2014; 75:178-90. [PMID: 25091895 DOI: 10.1016/j.freeradbiomed.2014.07.035] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/10/2014] [Revised: 07/19/2014] [Accepted: 07/24/2014] [Indexed: 12/31/2022]
Abstract
The increased expression of bone morphogenic protein-4 (BMP-4) under hyperglycemic and diabetic conditions mediates the overgeneration of reactive oxygen species to cause endothelial cell dysfunction and apoptosis. Protein carbonylation plays an important role in oxidant signaling through ligand-receptor interactions in vascular smooth muscle cells, cardiac cells, and bronchial smooth muscle cells to trigger different diseases. However, the role of oxidant signaling via protein carbonylation in endothelial dysfunction is unclear. The level of protein carbonylation was higher in renal arteries from diabetic patients than those from nondiabetic subjects. BMP-4 promoted protein carbonylation, which was followed by decarbonylation or degradation in primary rat aortic endothelial cells. Organ culture of normal C57BL/6J mouse aortas treated with either hydralazine or deferoxamine inhibited the effect of BMP-4 on impairment of acetylcholine-induced endothelium-dependent relaxation (EDR). In isolated diabetic db/db mouse aortas, treatment with hydralazine improved the impaired EDR while deferoxamine had no effect. BMP-4-induced carbonylated proteins in aortic endothelial cells were successfully identified by a proteomic approach. These proteins have important cellular functions and include glyceraldehyde-3-phosphate dehydrogenase, triosephosphate isomerase, alpha-enolase, protein disulfide-isomerase A3, annexin II, 26S protease regulatory subunit, integrin-linked protein kinase, and vimentin. Protein carbonylation induced by BMP-4 was inhibited by BMP-4 antagonist while protein decarbonylation induced by BMP-4 was thiol dependent. The carbonyl signals did not involve 4-hydrononenal and malondialdehyde. The present results suggest that BMP-4- or diabetes-mediated endothelial dysfunction is partly triggered through protein carbonylation and blockade of this metal-catalyzed protein oxidation can be considered as an alternative therapeutic strategy to alleviate diabetic vasculopathy.
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Affiliation(s)
- Chi Ming Wong
- Institute of Vascular Medicine and Li Ka Shing Institute of Health Sciences, Chinese University of Hong Kong, Hong Kong, China.
| | - Yang Zhang
- Institute of Vascular Medicine and Li Ka Shing Institute of Health Sciences, Chinese University of Hong Kong, Hong Kong, China
| | - Yu Huang
- Institute of Vascular Medicine and Li Ka Shing Institute of Health Sciences, Chinese University of Hong Kong, Hong Kong, China.
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Won YJ, Kim BK, Shin YK, Jung SH, Yoo SK, Hwang SY, Sung JH, Kim SK. Pectinase-treated Panax ginseng extract (GINST) rescues testicular dysfunction in aged rats via redox-modulating proteins. Exp Gerontol 2014; 53:57-66. [DOI: 10.1016/j.exger.2014.02.012] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2013] [Revised: 02/12/2014] [Accepted: 02/20/2014] [Indexed: 12/20/2022]
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The Influence of Environmental Contaminants and Lifestyle on Testicular Damage and Male Fertility. METHODS IN PHARMACOLOGY AND TOXICOLOGY 2014. [DOI: 10.1007/7653_2014_13] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
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Sharma R, Agarwal A, Mohanty G, Hamada AJ, Gopalan B, Willard B, Yadav S, du Plessis S. Proteomic analysis of human spermatozoa proteins with oxidative stress. Reprod Biol Endocrinol 2013; 11:48. [PMID: 23688036 PMCID: PMC3716960 DOI: 10.1186/1477-7827-11-48] [Citation(s) in RCA: 81] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/04/2013] [Accepted: 05/16/2013] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Oxidative stress plays a key role in the etiology of male infertility. Significant alterations in the sperm proteome are associated with poor semen quality. The aim of the present study was to examine if elevated levels of reactive oxygen species cause an alteration in the proteomic profile of spermatozoa. METHODS This prospective study consisted of 52 subjects: 32 infertile men and 20 normal donors. Seminal ejaculates were classified as ROS+ or ROS- and evaluated for their proteomic profile. Samples were pooled and subjected to LC-MS/MS analysis through in-solution digestion of proteins for peptide characterization. The expression profile of proteins present in human spermatozoa was examined using proteomic and bioinformatic analysis to elucidate the regulatory pathways of oxidative stress. RESULTS Of the 74 proteins identified, 10 proteins with a 2-fold difference were overexpressed and 5 were underexpressed in the ROS+ group; energy metabolism and regulation, carbohydrate metabolic processes such as gluconeogenesis and glycolysis, protein modifications and oxidative stress regulation were some of the metabolic processes affected in ROS+ group. CONCLUSIONS We have identified proteins involved in a variety of functions associated with response and management of oxidative stress. In the present study we focused on proteins that showed a high degree of differential expression and thus, have a greater impact on the fertilizing potential of the spermatozoa. While proteomic analyses identified the potential biomarkers, further studies through Western Blot are necessary to validate the biomarker status of the proteins in pathological conditions.
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Affiliation(s)
- Rakesh Sharma
- Center for Reproductive Medicine, Glickman Urological and Kidney Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Ashok Agarwal
- Center for Reproductive Medicine, Glickman Urological and Kidney Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Gayatri Mohanty
- Center for Reproductive Medicine, Glickman Urological and Kidney Institute, Cleveland Clinic, Cleveland, OH, USA
- Permanent address: Ravenshaw University, Cuttack, Odisha, India
| | - Alaa J Hamada
- Center for Reproductive Medicine, Glickman Urological and Kidney Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Banu Gopalan
- Bioinformatics Core Services, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Belinda Willard
- Proteomic Core Lab, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Satya Yadav
- Molecular Biotechnology Core lab, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Stefan du Plessis
- Medical Physiology, Stellenbosch University, Tygerberg, South Africa
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