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Gao R, Xu Y, Zhang M, Zeng Q, Zhu G, Su W, Wang R. From Gene Discovery to Stroke Risk: C5orf24's Pivotal Role Uncovered. Mol Neurobiol 2025:10.1007/s12035-025-04802-y. [PMID: 40038197 DOI: 10.1007/s12035-025-04802-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2024] [Accepted: 02/21/2025] [Indexed: 03/06/2025]
Abstract
Stroke is a leading cause of death and disability worldwide. It is crucial to understand the influencing factors and potential mechanisms of stroke, as well as reducing its risk. This study identified the expression of the B230219D22Rik gene in mouse microglial cells, corresponding to the human gene C5orf24, using the NCBI database. We then validated the role of C5orf24 in stroke using quantitative real-time PCR, enzyme-linked immunosorbent assay, western blot and Mendelian randomization (MR) analysis. Additionally, we evaluated the causal association of C5orf24 with three other vascular diseases: coronary heart disease, myocardial infarction, and embolism. The gene B230219D22Rik and C5orf24 expressed in microglia was observed to have reduced expression in mouse and human cell stroke models, respectively. In MR analysis, we found a significant causal relationship between increased C5orf24 levels and reduced stroke risk (OR = 0.68, 95% CI 0.48-0.98, P = 4.07 × 10-2). However, this association was not observed in three other vascular diseases. To further explore the function of C5orf24 in stroke, we overexpressed C5orf24 in the oxygen-glucose deprivation/reperfusion (OGD/R) model of human microglial cell line clone 3 (HMC3) in vitro and found that C5orf24 inhibited the expression of inflammatory factors IL-1β and IL-6. In our study, we revealed a causal relationship between elevated levels of C5orf24 and a reduced risk of stroke through cell experiments and MR analysis, and found that inflammation might play a mediating role. This suggests that C5orf24 could be a promising drug target for stroke treatment.
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Affiliation(s)
- Ran Gao
- Beijing Institute of Brain Disorders, Laboratory of Brain Disorders, Ministry of Science and Technology, Collaborative Innovation Center for Brain Disorders, Capital Medical University, No.10 Xitoutiao, You An Men, Beijing, 100069, China
- Laboratory for Clinical Medicine, Capital Medical University, Beijing, 100069, China
| | - Yaqi Xu
- Beijing Institute of Brain Disorders, Laboratory of Brain Disorders, Ministry of Science and Technology, Collaborative Innovation Center for Brain Disorders, Capital Medical University, No.10 Xitoutiao, You An Men, Beijing, 100069, China
- Laboratory for Clinical Medicine, Capital Medical University, Beijing, 100069, China
| | - Min Zhang
- Beijing Institute of Brain Disorders, Laboratory of Brain Disorders, Ministry of Science and Technology, Collaborative Innovation Center for Brain Disorders, Capital Medical University, No.10 Xitoutiao, You An Men, Beijing, 100069, China
- Laboratory for Clinical Medicine, Capital Medical University, Beijing, 100069, China
| | - Qi Zeng
- Beijing Institute of Brain Disorders, Laboratory of Brain Disorders, Ministry of Science and Technology, Collaborative Innovation Center for Brain Disorders, Capital Medical University, No.10 Xitoutiao, You An Men, Beijing, 100069, China
- Laboratory for Clinical Medicine, Capital Medical University, Beijing, 100069, China
| | - Gaizhi Zhu
- Beijing Institute of Brain Disorders, Laboratory of Brain Disorders, Ministry of Science and Technology, Collaborative Innovation Center for Brain Disorders, Capital Medical University, No.10 Xitoutiao, You An Men, Beijing, 100069, China
- Laboratory for Clinical Medicine, Capital Medical University, Beijing, 100069, China
| | - Wenting Su
- Beijing Institute of Brain Disorders, Laboratory of Brain Disorders, Ministry of Science and Technology, Collaborative Innovation Center for Brain Disorders, Capital Medical University, No.10 Xitoutiao, You An Men, Beijing, 100069, China.
- Laboratory for Clinical Medicine, Capital Medical University, Beijing, 100069, China.
| | - Renxi Wang
- Beijing Institute of Brain Disorders, Laboratory of Brain Disorders, Ministry of Science and Technology, Collaborative Innovation Center for Brain Disorders, Capital Medical University, No.10 Xitoutiao, You An Men, Beijing, 100069, China.
- Laboratory for Clinical Medicine, Capital Medical University, Beijing, 100069, China.
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Chen Y, Xiao H, Liu Z, Teng F, Yang A, Geng B, Sheng X, Xia Y. Sirt1: An Increasingly Interesting Molecule with a Potential Role in Bone Metabolism and Osteoporosis. Biomolecules 2024; 14:970. [PMID: 39199358 PMCID: PMC11352324 DOI: 10.3390/biom14080970] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2024] [Revised: 08/06/2024] [Accepted: 08/07/2024] [Indexed: 09/01/2024] Open
Abstract
Osteoporosis (OP) is a common metabolic bone disease characterized by low bone mass, decreased bone mineral density, and degradation of bone tissue microarchitecture. However, our understanding of the mechanisms of bone remodeling and factors affecting bone mass remains incomplete. Sirtuin1 (SIRT1) is a nicotinamide adenine dinucleotide-dependent deacetylase that regulates a variety of cellular metabolisms, including inflammation, tumorigenesis, and bone metabolism. Recent studies have emphasized the important role of SIRT1 in bone homeostasis. This article reviews the role of SIRT1 in bone metabolism and OP and also discusses therapeutic strategies and future research directions for targeting SIRT1.
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Affiliation(s)
- Yi Chen
- Department of Orthopedics, Lanzhou University Second Hospital, Lanzhou 730030, China; (Y.C.); (H.X.); (Z.L.); (F.T.); (A.Y.); (B.G.)
- Orthopedic Clinical Medical Research Center and Intelligent Orthopedic Industry Technology Center of Gansu Province, Lanzhou 730030, China
- The Second School of Clinical Medical, Lanzhou University, Lanzhou 730030, China
| | - Hefang Xiao
- Department of Orthopedics, Lanzhou University Second Hospital, Lanzhou 730030, China; (Y.C.); (H.X.); (Z.L.); (F.T.); (A.Y.); (B.G.)
- Orthopedic Clinical Medical Research Center and Intelligent Orthopedic Industry Technology Center of Gansu Province, Lanzhou 730030, China
- The Second School of Clinical Medical, Lanzhou University, Lanzhou 730030, China
| | - Zirui Liu
- Department of Orthopedics, Lanzhou University Second Hospital, Lanzhou 730030, China; (Y.C.); (H.X.); (Z.L.); (F.T.); (A.Y.); (B.G.)
- Orthopedic Clinical Medical Research Center and Intelligent Orthopedic Industry Technology Center of Gansu Province, Lanzhou 730030, China
- The Second School of Clinical Medical, Lanzhou University, Lanzhou 730030, China
| | - Fei Teng
- Department of Orthopedics, Lanzhou University Second Hospital, Lanzhou 730030, China; (Y.C.); (H.X.); (Z.L.); (F.T.); (A.Y.); (B.G.)
- Orthopedic Clinical Medical Research Center and Intelligent Orthopedic Industry Technology Center of Gansu Province, Lanzhou 730030, China
- The Second School of Clinical Medical, Lanzhou University, Lanzhou 730030, China
| | - Ao Yang
- Department of Orthopedics, Lanzhou University Second Hospital, Lanzhou 730030, China; (Y.C.); (H.X.); (Z.L.); (F.T.); (A.Y.); (B.G.)
- Orthopedic Clinical Medical Research Center and Intelligent Orthopedic Industry Technology Center of Gansu Province, Lanzhou 730030, China
- The Second School of Clinical Medical, Lanzhou University, Lanzhou 730030, China
| | - Bin Geng
- Department of Orthopedics, Lanzhou University Second Hospital, Lanzhou 730030, China; (Y.C.); (H.X.); (Z.L.); (F.T.); (A.Y.); (B.G.)
- Orthopedic Clinical Medical Research Center and Intelligent Orthopedic Industry Technology Center of Gansu Province, Lanzhou 730030, China
- The Second School of Clinical Medical, Lanzhou University, Lanzhou 730030, China
| | - Xiaoyun Sheng
- Department of Orthopedics, Lanzhou University Second Hospital, Lanzhou 730030, China; (Y.C.); (H.X.); (Z.L.); (F.T.); (A.Y.); (B.G.)
- Orthopedic Clinical Medical Research Center and Intelligent Orthopedic Industry Technology Center of Gansu Province, Lanzhou 730030, China
- The Second School of Clinical Medical, Lanzhou University, Lanzhou 730030, China
| | - Yayi Xia
- Department of Orthopedics, Lanzhou University Second Hospital, Lanzhou 730030, China; (Y.C.); (H.X.); (Z.L.); (F.T.); (A.Y.); (B.G.)
- Orthopedic Clinical Medical Research Center and Intelligent Orthopedic Industry Technology Center of Gansu Province, Lanzhou 730030, China
- The Second School of Clinical Medical, Lanzhou University, Lanzhou 730030, China
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Cao G, Hu S, Ning Y, Dou X, Ding C, Wang L, Wang Z, Sang X, Yang Q, Shi J, Hao M, Han X. Traditional Chinese medicine in osteoporosis: from pathogenesis to potential activity. Front Pharmacol 2024; 15:1370900. [PMID: 38628648 PMCID: PMC11019011 DOI: 10.3389/fphar.2024.1370900] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2024] [Accepted: 03/11/2024] [Indexed: 04/19/2024] Open
Abstract
Osteoporosis characterized by decreased bone density and mass, is a systemic bone disease with the destruction of microstructure and increase in fragility. Osteoporosis is attributed to multiple causes, including aging, inflammation, diabetes mellitus, and other factors induced by the adverse effects of medications. Without treatment, osteoporosis will further progress and bring great trouble to human life. Due to the various causes, the treatment of osteoporosis is mainly aimed at improving bone metabolism, inhibiting bone resorption, and promoting bone formation. Although the currently approved drugs can reduce the risk of fragility fractures in individuals, a single drug has limitations in terms of safety and effectiveness. By contrast, traditional Chinese medicine (TCM), a characteristic discipline in China, including syndrome differentiation, Chinese medicine prescription, and active ingredients, shows unique advantages in the treatment of osteoporosis and has received attention all over the world. Therefore, this review summarized the pathogenic factors, pathogenesis, therapy limitations, and advantages of TCM, aiming at providing new ideas for the prevention and treatment of OP.
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Affiliation(s)
- Gang Cao
- Innovative Institute of Chinese Medicine and Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu, China
- School of Pharmacy, Zhejiang Chinese Medical University, Hangzhou, China
| | - ShaoQi Hu
- School of Pharmacy, Zhejiang Chinese Medical University, Hangzhou, China
| | - Yan Ning
- School of Pharmacy, Zhejiang Chinese Medical University, Hangzhou, China
| | - Xinyue Dou
- School of Pharmacy, Zhejiang Chinese Medical University, Hangzhou, China
| | - Chuan Ding
- School of Pharmacy, Zhejiang Chinese Medical University, Hangzhou, China
| | - Lu Wang
- School of Pharmacy, Zhejiang Chinese Medical University, Hangzhou, China
| | - Zeping Wang
- School of Pharmacy, Zhejiang Chinese Medical University, Hangzhou, China
| | - Xianan Sang
- School of Pharmacy, Zhejiang Chinese Medical University, Hangzhou, China
| | - Qiao Yang
- School of Pharmacy, Zhejiang Chinese Medical University, Hangzhou, China
| | - Jiangnan Shi
- School of Pharmacy, Zhejiang Chinese Medical University, Hangzhou, China
| | - Min Hao
- School of Pharmacy, Zhejiang Chinese Medical University, Hangzhou, China
| | - Xin Han
- School of Pharmacy, Zhejiang Chinese Medical University, Hangzhou, China
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Huang X, Meng H, Shou Z, Zhou H, Chen L, Yu J, Hu K, Bai Z, Chen C. Machine learning-mediated identification of ferroptosis-related genes in osteonecrosis of the femoral head. FEBS Open Bio 2024; 14:455-465. [PMID: 38212150 PMCID: PMC10909969 DOI: 10.1002/2211-5463.13764] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2023] [Revised: 10/18/2023] [Accepted: 01/02/2024] [Indexed: 01/13/2024] Open
Abstract
Osteonecrosis of the femoral head (ONFH) is a condition caused by a disruption or damage to the femoral head's blood supply, which causes the death of bone cells and bone marrow components and prevents future regeneration. Ferroptosis, a type of controlled cell death, is caused by iron-dependent lipid peroxidation. Here, we identified ferroptosis-related genes and infiltrating immune cells involved in ONFH and predicted the underlying molecular mechanisms. The GSE123568 dataset was subjected to differential expression analysis to identify genes related to ferroptosis. Subsequently, GO and KEGG pathway enrichment analyses, as well as protein-protein interaction (PPI) network analysis, were conducted. Hub genes involved in ferroptosis were identified using machine learning and other techniques. Additionally, immune infiltration analysis and lncRNA-miRNA-mRNA network prediction analysis were performed. Finally, we determined whether ferroptosis occurred by measuring iron content. The hub genes were validated by ROC curve analysis and qRT-PCR. Four ferroptosis-related hub genes (MAPK3, PTGS2, STK11, and SLC2A1) were identified. Additionally, immune infiltration analysis revealed a strong correlation among ONFH, hub genes, and various immune cells. Finally, we predicted the network relationship between differentially expressed lncRNAs and hub genes in the lncRNA-miRNA-mRNA network. MAPK3, PTGS2, STK11, and SLC2A1 have been identified as potential ferroptosis-related biomarkers and drug targets for the diagnosis and prognosis of ONFH, while some immune cells, as well as the interaction between lncRNA, miRNA, and mRNA, have also been identified as potential pathogenesis markers and therapeutic targets.
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Affiliation(s)
- Xiaojing Huang
- Department of OrthopedicsThe First Affiliated Hospital of Wenzhou Medical UniversityChina
| | - Hongming Meng
- Department of OrthopedicsThe First Affiliated Hospital of Wenzhou Medical UniversityChina
- Wenzhou Medical UniversityChina
| | - Zeyu Shou
- Department of OrthopedicsThe First Affiliated Hospital of Wenzhou Medical UniversityChina
- Wenzhou Medical UniversityChina
| | - Han Zhou
- Department of OrthopedicsThe First Affiliated Hospital of Wenzhou Medical UniversityChina
- Wenzhou Medical UniversityChina
| | - Liangyan Chen
- Department of OrthopedicsThe First Affiliated Hospital of Wenzhou Medical UniversityChina
- Wenzhou Medical UniversityChina
| | - Jiahuan Yu
- Department of OrthopedicsThe First Affiliated Hospital of Wenzhou Medical UniversityChina
- Wenzhou Medical UniversityChina
| | - Kai Hu
- Department of OrthopedicsThe First Affiliated Hospital of Wenzhou Medical UniversityChina
- Wenzhou Medical UniversityChina
| | - Zhibiao Bai
- Department of OrthopedicsThe First Affiliated Hospital of Wenzhou Medical UniversityChina
| | - Chun Chen
- Department of OrthopedicsThe First Affiliated Hospital of Wenzhou Medical UniversityChina
- Wenzhou Medical UniversityChina
- Key Laboratory of Intelligent Treatment and Life Support for Critical Diseases of Zhejiang ProvinceWenzhouChina
- Zhejiang Engineering Research Center for Hospital Emergency and Process DigitizationWenzhouChina
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Zhang Y, Jia S, Wen G, Xie S, Song Z, Qi M, Liang Y, Bi W, Dong W. Zoledronate Promotes Peri-Implant Osteogenesis in Diabetic Osteoporosis by the AMPK Pathway. Calcif Tissue Int 2023; 113:329-343. [PMID: 37392365 DOI: 10.1007/s00223-023-01112-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/25/2023] [Accepted: 06/23/2023] [Indexed: 07/03/2023]
Abstract
Together with diabetic osteoporosis (DOP), diabetes patients experience poor peri-implant osteogenesis following implantation for dentition defects. Zoledronate (ZOL) is widely used to treat osteoporosis clinically. To evaluate the mechanism of ZOL for the treatment of DOP, experiments with DOP rats and high glucose-grown MC3T3-E1 cells were used. The DOP rats treated with ZOL and/or ZOL implants underwent a 4-week implant-healing interval, and then microcomputed tomography, biomechanical testing, and immunohistochemical staining were performed to elucidate the mechanism. In addition, MC3T3-E1 cells were maintained in an osteogenic medium with or without ZOL to confirm the mechanism. The cell migration, cellular actin content, and osteogenic differentiation were evaluated by a cell activity assay, a cell migration assay, as well as alkaline phosphatase, alizarin red S, and immunofluorescence staining. The mRNA and protein expression of adenosine monophosphate-activated protein kinase (AMPK), phosphorylated AMPK (p-AMPK), osteoprotegerin (OPG), receptor activator of nuclear factor kappa B ligand (RANKL), bone morphogenetic protein 2 (BMP2), and collagen type I (Col-I) were detected using real-time quantitative PCRs and western blot assays, respectively. In the DOP rats, ZOL markedly improved osteogenesis, enhanced bone strength and increased the expression of AMPK, p-AMPK, and Col-I in peri-implant bones. The in vitro findings showed that ZOL reversed the high glucose-induced inhibition of osteogenesis via the AMPK signaling pathway. In conclusion, the ability of ZOL to promote osteogenesis in DOP by targeting AMPK signaling suggests that therapy with ZOL, particularly simultaneous local and systemic administration, may be a unique approach for future implant repair in diabetes patients.
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Affiliation(s)
- Yan Zhang
- School of Stomatology, North China University of Science and Technology, Tangshan, 063210, Hebei, China
| | - Shunyi Jia
- School of Stomatology, North China University of Science and Technology, Tangshan, 063210, Hebei, China
| | - Guochen Wen
- School of Stomatology, North China University of Science and Technology, Tangshan, 063210, Hebei, China
| | - Shanen Xie
- School of Stomatology, North China University of Science and Technology, Tangshan, 063210, Hebei, China
| | - Zhiqiang Song
- Oral and Maxillofacial Surgery, TangShan BoChuang Stomatology Hospital, Tangshan, 063000, Hebei, China
| | - Mengchun Qi
- School of Stomatology, North China University of Science and Technology, Tangshan, 063210, Hebei, China
| | - Yongqiang Liang
- School of Stomatology, North China University of Science and Technology, Tangshan, 063210, Hebei, China
| | - Wenjuan Bi
- School of Stomatology, North China University of Science and Technology, Tangshan, 063210, Hebei, China
| | - Wei Dong
- School of Stomatology, North China University of Science and Technology, Tangshan, 063210, Hebei, China.
- Institute of Stomatology, Chinese PLA General Hospital, Fuxing Lu 28#, Beijing, 100853, China.
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Fehsel K. Why Is Iron Deficiency/Anemia Linked to Alzheimer's Disease and Its Comorbidities, and How Is It Prevented? Biomedicines 2023; 11:2421. [PMID: 37760862 PMCID: PMC10526115 DOI: 10.3390/biomedicines11092421] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2023] [Revised: 08/23/2023] [Accepted: 08/25/2023] [Indexed: 09/29/2023] Open
Abstract
Impaired iron metabolism has been increasingly observed in many diseases, but a deeper, mechanistic understanding of the cellular impact of altered iron metabolism is still lacking. In addition, deficits in neuronal energy metabolism due to reduced glucose import were described for Alzheimer's disease (AD) and its comorbidities like obesity, depression, cardiovascular disease, and type 2 diabetes mellitus. The aim of this review is to present the molecular link between both observations. Insufficient cellular glucose uptake triggers increased ferritin expression, leading to depletion of the cellular free iron pool and stabilization of the hypoxia-induced factor (HIF) 1α. This transcription factor induces the expression of the glucose transporters (Glut) 1 and 3 and shifts the cellular metabolism towards glycolysis. If this first line of defense is not adequate for sufficient glucose supply, further reduction of the intracellular iron pool affects the enzymes of the mitochondrial electron transport chain and activates the AMP-activated kinase (AMPK). This enzyme triggers the translocation of Glut4 to the plasma membrane as well as the autophagic recycling of cell components in order to mobilize energy resources. Moreover, AMPK activates the autophagic process of ferritinophagy, which provides free iron urgently needed as a cofactor for the synthesis of heme- and iron-sulfur proteins. Excessive activation of this pathway ends in ferroptosis, a special iron-dependent form of cell death, while hampered AMPK activation steadily reduces the iron pools, leading to hypoferremia with iron sequestration in the spleen and liver. Long-lasting iron depletion affects erythropoiesis and results in anemia of chronic disease, a common condition in patients with AD and its comorbidities. Instead of iron supplementation, drugs, diet, or phytochemicals that improve energy supply and cellular glucose uptake should be administered to counteract hypoferremia and anemia of chronic disease.
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Affiliation(s)
- Karin Fehsel
- Neurobiochemical Research Unit, Department of Psychiatry, Medical Faculty, Heinrich-Heine-University, 240629 Düsseldorf, Germany
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Zuloaga R, Aravena-Canales D, Aedo JE, Osorio-Fuentealba C, Molina A, Valdés JA. Effect of 11-Deoxycorticosterone in the Transcriptomic Response to Stress in Rainbow Trout Skeletal Muscle. Genes (Basel) 2023; 14:512. [PMID: 36833439 PMCID: PMC9957386 DOI: 10.3390/genes14020512] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Revised: 02/08/2023] [Accepted: 02/14/2023] [Indexed: 02/22/2023] Open
Abstract
In aquaculture, many stressors can negatively affect growth in teleosts. It is believed that cortisol performs glucocorticoid and mineralocorticoid functions because teleosts do not synthesize aldosterone. However, recent data suggest that 11-deoxycorticosterone (DOC) released during stress events may be relevant to modulate the compensatory response. To understand how DOC modifies the skeletal muscle molecular response, we carried out a transcriptomic analysis. Rainbow trout (Oncorhynchus mykiss) were intraperitoneally treated with physiological doses of DOC in individuals pretreated with mifepristone (glucocorticoid receptor antagonist) or eplerenone (mineralocorticoid receptor antagonist). RNA was extracted from the skeletal muscles, and cDNA libraries were constructed from vehicle, DOC, mifepristone, mifepristone plus DOC, eplerenone, and eplerenone plus DOC groups. The RNA-seq analysis revealed 131 differentially expressed transcripts (DETs) induced by DOC with respect to the vehicle group, mainly associated with muscle contraction, sarcomere organization, and cell adhesion. In addition, a DOC versus mifepristone plus DOC analysis revealed 122 DETs related to muscle contraction, sarcomere organization, and skeletal muscle cell differentiation. In a DOC versus eplerenone plus DOC analysis, 133 DETs were associated with autophagosome assembly, circadian regulation of gene expression, and regulation of transcription from RNA pol II promoter. These analyses indicate that DOC has a relevant function in the stress response of skeletal muscles, whose action is differentially modulated by GR and MR and is complementary to cortisol.
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Affiliation(s)
- Rodrigo Zuloaga
- Departamento de Ciencias Biológicas, Facultad de Ciencias de la Vida, Universidad Andres Bello, Santiago 8370146, Chile
- Interdisciplinary Center for Aquaculture Research (INCAR), Concepción 4030000, Chile
| | - Daniela Aravena-Canales
- Departamento de Ciencias Biológicas, Facultad de Ciencias de la Vida, Universidad Andres Bello, Santiago 8370146, Chile
- Interdisciplinary Center for Aquaculture Research (INCAR), Concepción 4030000, Chile
| | - Jorge Eduardo Aedo
- Departamento de Biología y Química, Facultad de Ciencias Básicas, Universidad Católica del Maule, Talca 3466706, Chile
| | - Cesar Osorio-Fuentealba
- Núcleo de Bienestar y Desarrollo Humano (NUBIDEH), Centro de Investigación en Educación (CIE-UMCE), Universidad Metropolitana de Ciencias de la Educación, Santiago 7780450, Chile
| | - Alfredo Molina
- Departamento de Ciencias Biológicas, Facultad de Ciencias de la Vida, Universidad Andres Bello, Santiago 8370146, Chile
- Interdisciplinary Center for Aquaculture Research (INCAR), Concepción 4030000, Chile
| | - Juan Antonio Valdés
- Departamento de Ciencias Biológicas, Facultad de Ciencias de la Vida, Universidad Andres Bello, Santiago 8370146, Chile
- Interdisciplinary Center for Aquaculture Research (INCAR), Concepción 4030000, Chile
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