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Jiayuan M, Yujie L, Kuirong C, Siran Z, Wenjing Q, Lingli F, Xiaoxiao L, Liang L, Ganqiu L, Jing L. Identifying selection signatures and runs of homozygosity for spine curvature in Chinese indigenous pigs. Anim Genet 2022; 53:513-517. [PMID: 35634679 DOI: 10.1111/age.13224] [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: 05/03/2021] [Revised: 05/03/2022] [Accepted: 05/17/2022] [Indexed: 11/28/2022]
Abstract
In China there are approximately 100 pig breeds, which show great diversity in their appearance. However, information on genome selection signatures, such as spine curvature, is scarce. Therefore, we used the fixation index (FST ) and cross-population extended haplotype homozygosity (XPEHH) methods to explore the genome selection signatures of spine curvature in six breeds of Chinese indigenous pig. We identified 396 and 389 single nucleotide polymorphisms using the FST and XPEHH methods, respectively. We detected 19 selection signatures and 28 genes located in the selected regions. Five candidate genes (MAP3K7, CUX1, GRIN2B, ALPL and MACF1) were identified in the selection signatures. Additionally, 719 high-frequency runs of homozygosity regions, 17 unique runs of homozygosity regions, 78 genes and 27 pathways were identified in the runs of homozygosity analysis. The TGF-beta signaling pathway and eight genes related to the spine formation, spine defects and intervertebral disk degeneration were identified, comprising ACVR1, FMOD, ITGA4, MAPK8, PDGF, RPL3, SULF1 and UBE2D1. In summary, we identified 13 candidate genes related to spine curvature in Chinese indigenous pigs.
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Affiliation(s)
- Mo Jiayuan
- College of Animal Science and Technology, Guangxi University, Nanning, China
| | - Lu Yujie
- College of Animal Science and Technology, Guangxi University, Nanning, China
| | - Chen Kuirong
- College of Animal Science and Technology, Guangxi University, Nanning, China
| | - Zhu Siran
- College of Animal Science and Technology, Guangxi University, Nanning, China
| | - Qi Wenjing
- College of Animal Science and Technology, Guangxi University, Nanning, China
| | - Feng Lingli
- College of Animal Science and Technology, Guangxi University, Nanning, China
| | - Liu Xiaoxiao
- College of Animal Science and Technology, Guangxi University, Nanning, China
| | - Liang Liang
- College of Animal Science and Technology, Guangxi University, Nanning, China
| | - Lan Ganqiu
- College of Animal Science and Technology, Guangxi University, Nanning, China
| | - Liang Jing
- College of Animal Science and Technology, Guangxi University, Nanning, China
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Single-Cell RNA-Seq Analysis of Cells from Degenerating and Non-Degenerating Intervertebral Discs from the Same Individual Reveals New Biomarkers for Intervertebral Disc Degeneration. Int J Mol Sci 2022; 23:ijms23073993. [PMID: 35409356 PMCID: PMC8999935 DOI: 10.3390/ijms23073993] [Citation(s) in RCA: 42] [Impact Index Per Article: 21.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2022] [Revised: 03/31/2022] [Accepted: 04/01/2022] [Indexed: 02/07/2023] Open
Abstract
In this study, we used single-cell transcriptomic analysis to identify new specific biomarkers for nucleus pulposus (NP) and inner annulus fibrosis (iAF) cells, and to define cell populations within non-degenerating (nD) and degenerating (D) human intervertebral discs (IVD) of the same individual. Cluster analysis based on differential gene expression delineated 14 cell clusters. Gene expression profiles at single-cell resolution revealed the potential functional differences linked to degeneration, and among NP and iAF subpopulations. GO and KEGG analyses discovered molecular functions, biological processes, and transcription factors linked to cell type and degeneration state. We propose two lists of biomarkers, one as specific cell type, including C2orf40, MGP, MSMP, CD44, EIF1, LGALS1, RGCC, EPYC, HILPDA, ACAN, MT1F, CHI3L1, ID1, ID3 and TMED2. The second list proposes predictive IVD degeneration genes, including MT1G, SPP1, HMGA1, FN1, FBXO2, SPARC, VIM, CTGF, MGST1, TAF1D, CAPS, SPTSSB, S100A1, CHI3L2, PLA2G2A, TNRSF11B, FGFBP2, MGP, SLPI, DCN, MT-ND2, MTCYB, ADIRF, FRZB, CLEC3A, UPP1, S100A2, PRG4, COL2A1, SOD2 and MT2A. Protein and mRNA expression of MGST1, vimentin, SOD2 and SYF2 (p29) genes validated our scRNA-seq findings. Our data provide new insights into disc cells phenotypes and biomarkers of IVD degeneration that could improve diagnostic and therapeutic options.
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The Role of Polymorphisms in Collagen-Encoding Genes in Intervertebral Disc Degeneration. Biomolecules 2021; 11:biom11091279. [PMID: 34572492 PMCID: PMC8465916 DOI: 10.3390/biom11091279] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2021] [Revised: 08/12/2021] [Accepted: 08/23/2021] [Indexed: 12/31/2022] Open
Abstract
(1) Background: The purpose of this review is to analyze domestic and foreign studies on the role of collagen-encoding genes polymorphism in the development of intervertebral discs (IVDs) degeneration in humans. (2) Methods: We have carried out a search for full-text articles published in e-Library, PubMed, Oxford Press, Clinical Case, Springer, Elsevier and Google Scholar databases. The search was carried out using keywords and their combinations. The search depth was 5 years (2016–2021). In addition, this review includes articles of historical interest. Despite an extensive search, it is possible that we might have missed some studies published in recent years. (3) Results: According to the data of genome-wide and associative genetic studies, the following candidate genes that play a role in the biology of IVDs and the genetic basis of the processes of collagen degeneration of the annulus fibrosus and nucleus pulposus of IVDs in humans are of the greatest interest to researchers: COL1A1, COL2A1, COL9A2, COL9A3, COL11A1 and COL11A2. In addition, the role of genes COL1A2, COL9A1 and others is being actively studied. (4) Conclusions: In our review, we summarized and systematized the available information on the role of genetic factors in IVD collagen fibers turnover and also focused on the functions of different types of collagen present in the IVD. Understanding the etiology of impaired collagen formation can allow doctors to prescribe pathogenetically-based treatment, achieving the most effective results.
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Stone RN, Frahs SM, Hardy MJ, Fujimoto A, Pu X, Keller-Peck C, Oxford JT. Decellularized Porcine Cartilage Scaffold; Validation of Decellularization and Evaluation of Biomarkers of Chondrogenesis. Int J Mol Sci 2021; 22:6241. [PMID: 34207917 PMCID: PMC8230108 DOI: 10.3390/ijms22126241] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2021] [Revised: 06/01/2021] [Accepted: 06/04/2021] [Indexed: 12/21/2022] Open
Abstract
Osteoarthritis is a major concern in the United States and worldwide. Current non-surgical and surgical approaches alleviate pain but show little evidence of cartilage restoration. Cell-based treatments may hold promise for the regeneration of hyaline cartilage-like tissue at the site of injury or wear. Cell-cell and cell-matrix interactions have been shown to drive cell differentiation pathways. Biomaterials for clinically relevant applications can be generated from decellularized porcine auricular cartilage. This material may represent a suitable scaffold on which to seed and grow chondrocytes to create new cartilage. In this study, we used decellularization techniques to create an extracellular matrix scaffold that supports chondrocyte cell attachment and growth in tissue culture conditions. Results presented here evaluate the decellularization process histologically and molecularly. We identified new and novel biomarker profiles that may aid future cartilage decellularization efforts. Additionally, the resulting scaffold was characterized using scanning electron microscopy, fluorescence microscopy, and proteomics. Cellular response to the decellularized scaffold was evaluated by quantitative real-time PCR for gene expression analysis.
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Affiliation(s)
- Roxanne N. Stone
- Interdisciplinary Studies Program, Boise State University, Boise, ID 83725, USA;
- Biomolecular Research Center, Boise State University, Boise, ID 83725, USA; (S.M.F.); (M.J.H.); (A.F.); (X.P.); (C.K.-P.)
| | - Stephanie M. Frahs
- Biomolecular Research Center, Boise State University, Boise, ID 83725, USA; (S.M.F.); (M.J.H.); (A.F.); (X.P.); (C.K.-P.)
- Center of Biomedical Research Excellence in Matrix Biology, Boise State University, Boise, ID 83725, USA
- Biomolecular Sciences Graduate Programs, Boise State University, Boise, ID 83725, USA
| | - Makenna J. Hardy
- Biomolecular Research Center, Boise State University, Boise, ID 83725, USA; (S.M.F.); (M.J.H.); (A.F.); (X.P.); (C.K.-P.)
- Center of Biomedical Research Excellence in Matrix Biology, Boise State University, Boise, ID 83725, USA
- Biomolecular Sciences Graduate Programs, Boise State University, Boise, ID 83725, USA
| | - Akina Fujimoto
- Biomolecular Research Center, Boise State University, Boise, ID 83725, USA; (S.M.F.); (M.J.H.); (A.F.); (X.P.); (C.K.-P.)
- Center of Biomedical Research Excellence in Matrix Biology, Boise State University, Boise, ID 83725, USA
| | - Xinzhu Pu
- Biomolecular Research Center, Boise State University, Boise, ID 83725, USA; (S.M.F.); (M.J.H.); (A.F.); (X.P.); (C.K.-P.)
- Center of Biomedical Research Excellence in Matrix Biology, Boise State University, Boise, ID 83725, USA
- Biomolecular Sciences Graduate Programs, Boise State University, Boise, ID 83725, USA
| | - Cynthia Keller-Peck
- Biomolecular Research Center, Boise State University, Boise, ID 83725, USA; (S.M.F.); (M.J.H.); (A.F.); (X.P.); (C.K.-P.)
- Center of Biomedical Research Excellence in Matrix Biology, Boise State University, Boise, ID 83725, USA
| | - Julia Thom Oxford
- Biomolecular Research Center, Boise State University, Boise, ID 83725, USA; (S.M.F.); (M.J.H.); (A.F.); (X.P.); (C.K.-P.)
- Center of Biomedical Research Excellence in Matrix Biology, Boise State University, Boise, ID 83725, USA
- Biomolecular Sciences Graduate Programs, Boise State University, Boise, ID 83725, USA
- Department of Biological Sciences, Boise State University, Boise, ID 83725, USA
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Wang Y, Dai G, Xu Y, Jiang L, Fu Z, Xia J, Tian G, Du W. Integrated traditional Chinese medicine alleviates sciatica while regulating gene expression in peripheral blood. J Orthop Surg Res 2021; 16:130. [PMID: 33573686 PMCID: PMC7877113 DOI: 10.1186/s13018-021-02280-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/17/2021] [Accepted: 02/03/2021] [Indexed: 12/16/2022] Open
Abstract
Background Although integrated traditional Chinese medicine (TCM) has long been indicated to be effective in the treatment of sciatica and is widely used in the management of this condition, the mechanism by which integrated TCM alleviates sciatica has not yet been fully defined, and the effect of integrated TCM on gene expression in the peripheral blood of patients with sciatica is still unknown. We performed this study to investigate the effect of integrated TCM on peripheral blood gene expression in patients with sciatica and to explore new clues for studying the mechanism of integrated TCM in alleviating sciatica. Methods We used a microarray to identify differentially expressed genes (DEGs) in the peripheral blood of patients with sciatica and healthy controls (DEGs-baseline), bioinformatic analysis to reveal the characteristics of DEGs-baseline, and the key genes that contribute to the gene dysregulation. A microarray was also used to identify DEGs in the peripheral blood of patients with sciatica after integrated TCM treatment compared with those at baseline, and the expression levels of DEGs were validated by qRT-PCR. Results We identified 153 DEGs-baseline, which included 131 upregulated genes and 22 downregulated genes. Bioinformatic analysis revealed that most of the DEGs-baseline were related to immunity and the inflammatory response and that TLR4, MMP9, MPO, CAMP, RETN, TLR5, and IL1RN were key genes involved in the dysregulation of genes in the peripheral blood of patients with sciatica. The expression levels of TLR5, IL1RN, SLC8A1, RBM20, GPER1, IL27, SOCS1, and GRTP1-AS1 were decreased in the peripheral blood of patients after integrated TCM treatment compared with that at baseline, which was accompanied by relief of pain. Conclusion Integrated TCM treatment relieved pain while regulating the gene expression of TLR5, IL1RN, SLC8A1, RBM20, GPER1, IL27, SOCS1, and GRTP1-AS1 in the peripheral blood of patients with sciatica. Our study provides new clues for studying the mechanism of TCM in treating sciatica. Supplementary Information The online version contains supplementary material available at 10.1186/s13018-021-02280-1.
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Affiliation(s)
- Yi Wang
- Cervicodynia/Omalgia/Lumbago/Sciatica Department 2, Sichuan Provincial Orthopedics Hospital, No. 132 West First Section First Ring Road, Wuhou District, Chengdu, Sichuan Province, China.
| | - Guogang Dai
- Cervicodynia/Omalgia/Lumbago/Sciatica Department 2, Sichuan Provincial Orthopedics Hospital, No. 132 West First Section First Ring Road, Wuhou District, Chengdu, Sichuan Province, China
| | - Yan Xu
- Experiment Teaching Center for Preclinical Medicine, Chengdu Medical College, No. 783, Xindu Avenue, Xindu District, Chengdu, Sichuan Province, China
| | - Ling Jiang
- College Hospital, Sichuan Agricultural University, Chengdu Campus, No. 211 Huiming Road, Wenjiang District, Chengdu, Sichuan Province, China
| | - Zhibin Fu
- Department of Lower Extremities, Sport Hospital Affiliated to Chengdu Sport Institute, No. 2, Tiyuan Road, Wuhou District, Chengdu, Sichuan Province, China
| | - Jiao Xia
- Cervicodynia/Omalgia/Lumbago/Sciatica Department 2, Sichuan Provincial Orthopedics Hospital, No. 132 West First Section First Ring Road, Wuhou District, Chengdu, Sichuan Province, China
| | - Guogang Tian
- Cervicodynia/Omalgia/Lumbago/Sciatica Department 2, Sichuan Provincial Orthopedics Hospital, No. 132 West First Section First Ring Road, Wuhou District, Chengdu, Sichuan Province, China
| | - Wanli Du
- Cervicodynia/Omalgia/Lumbago/Sciatica Department 2, Sichuan Provincial Orthopedics Hospital, No. 132 West First Section First Ring Road, Wuhou District, Chengdu, Sichuan Province, China
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Wang J, Huang L, Huang Y, Jiang Y, Zhang L, Feng G, Liu L. Therapeutic effect of the injectable thermosensitive hydrogel loaded with SHP099 on intervertebral disc degeneration. Life Sci 2020; 266:118891. [PMID: 33310047 DOI: 10.1016/j.lfs.2020.118891] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2020] [Revised: 11/26/2020] [Accepted: 12/04/2020] [Indexed: 02/05/2023]
Abstract
AIMS Intervertebral disc (IVD) degeneration (IDD), a common musculoskeletal disease with limited self-healing ability, is challenging to treat. The development of innovative therapies to reverse IDD depends on the elucidation of its regulatory mechanisms. Therefore, the role of Src homology region 2-containing protein tyrosine phosphatase 2 (SHP2) in the pathogenesis of IDD and the therapeutic effect of its small-molecule inhibitor, SHP099, were investigated. MATERIALS AND METHODS The expression of SHP2 by nucleus pulposus (NP) cells in IVD was investigated in vitro and in vivo, and its molecular mechanism in IDD was explored using transfection technology. Injectable N-isopropylacrylamide-based thermosensitive hydrogels were synthesized for SHP099 delivery. KEY FINDINGS SHP2 was highly expressed in degenerated IVDs, where its overexpression in NP cells inhibited the expression of Sry-related HMG box-9 (Sox9), leading to the decreased expression of key proteins (collagen II and aggrecan) and consequently to IDD. SHP099 reversed the degeneration of NP cells in vitro. Moreover, its administration in rats via the injectable thermosensitive hydrogel had a therapeutic effect on IDD. SIGNIFICANCE Our results suggest that SHP2 is a key factor in IDD progression, and SHP099 inhibits both its expression and NP cell degeneration. Therefore, SHP099 delivery via injectable thermosensitive hydrogels is a potential treatment strategy for IDD.
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Affiliation(s)
- Jingcheng Wang
- Department of Orthopedic Surgery and Orthopedic Research Institute, West China Hospital, Sichuan University, Chengdu 610041, Sichuan, China
| | - Leizhen Huang
- Department of Orthopedic Surgery and Orthopedic Research Institute, West China Hospital, Sichuan University, Chengdu 610041, Sichuan, China
| | - Yong Huang
- Department of Orthopedic Surgery and Orthopedic Research Institute, West China Hospital, Sichuan University, Chengdu 610041, Sichuan, China
| | - Yulin Jiang
- Analytical and Testing Center, State Key Laboratory of Oral Diseases, School of Materials Science and Engineering, Sichuan University, Chengdu 610065, China
| | - Li Zhang
- Analytical and Testing Center, State Key Laboratory of Oral Diseases, School of Materials Science and Engineering, Sichuan University, Chengdu 610065, China
| | - Ganjun Feng
- Department of Orthopedic Surgery and Orthopedic Research Institute, West China Hospital, Sichuan University, Chengdu 610041, Sichuan, China.
| | - Limin Liu
- Department of Orthopedic Surgery and Orthopedic Research Institute, West China Hospital, Sichuan University, Chengdu 610041, Sichuan, China.
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Upregulated Plant Homeodomain Finger Protein 6 Promotes Extracellular Matrix Degradation in Intervertebral Disc Degeneration Based on Microarray Analysis. Spine (Phila Pa 1976) 2020; 45:E1216-E1224. [PMID: 32453232 DOI: 10.1097/brs.0000000000003549] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
STUDY DESIGN mRNA analysis. OBJECTIVE The aim of this study was to identify differentially expressed genes (DEGs) in disc degeneration, analyze the potential biological functions of DEGs, and screen for a new target to prevent the degeneration. SUMMARY OF BACKGROUND DATA Intervertebral disc degeneration (IDD) is an irreversible process and causes long-term heavy socioeconomic burdens. Existing and therapies under development are unable to prevent disc degeneration in a safe and effective manner. Therefore, elucidating the potential mechanism underlying degeneration and the development of new targets for IDD therapy are urgently required. METHODS Nucleus pulposus (NP) cells from mild and severe IDD (Ctrl and IDD groups) were separated, and DEGs of the two groups were identified with mRNA microarray analysis, followed by bioinformatics analysis.Quantitative reverse transcriptase polymerase chain reaction (qRT-PCR) was performed to verify the microarray results. Gene over-expression and silencing technologies were used to study the role of plant homeodomain finger protein 6 (PHF6). qRT-PCR and western blot analyses were used to detect the expressions of collagen II (COL2), matrix metalloproteinases 13 (MMP13), and ADAM metallopeptidase with thrombospondin type 1 motif 4 (ADAMTS4). RESULTS The study identified 377 up- and 116 downregulated DEGs in NP cells from two groups. These DEGs were mainly involved in cellular and metabolic processes and enriched in immune system and nucleotide metabolism pathways. Upregulated PHF6, with the highest verified fold change, was significantly increased in the IDD group. Over-expressing PHF6 in Ctrl NP cells significantly inhibited the expression of COL2 and enhanced the expressions of MMP13 and ADAMTS4, whereas silencing PHF6 in IDD NP cells reversed such expression alterations. CONCLUSION Upregulated PHF6 caused IDD by promoting extracellular matrix degradation; therefore, PHF6 could be developed as a potential novel target to prevent the degeneration. Our DEG profiling of NP cells from IDD patients provided a database to identify the key genes involved in IDD. LEVEL OF EVIDENCE N/A.
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Rajasekaran S, Soundararajan DCR, Tangavel C, K S SVA, Nayagam SM, Matchado MS, Muthurajan R, Shetty AP, Kanna RM, Dharmalingam K. Proteomic Signature of Nucleus Pulposus in Fetal Intervertebral Disc. Asian Spine J 2020; 14:409-420. [PMID: 31995966 PMCID: PMC7435318 DOI: 10.31616/asj.2019.0217] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/02/2019] [Accepted: 09/19/2019] [Indexed: 01/11/2023] Open
Abstract
Study Design Profiling proteins expressed in the nucleus pulposus of fetal intervertebral disc (IVD). Purpose To evaluate the molecular complexity of fetal IVDs not exposed to mechanical, traumatic, inflammatory, or infective insults to generate improved knowledge on disc homeostasis. Overview of Literature Low back pain is the most common musculoskeletal disorder, causing a significant reduction in the quality of life, and degenerative disc disorders mainly contribute to the increasing socioeconomic burden. Despite extensive research, the causative pathomechanisms behind degenerative disc disorders are poorly understood. Precise molecular studies on the intricate biological processes involved in maintaining normal disc homeostasis are needed. Methods IVDs of nine fetal specimens obtained from medical abortions were used to dissect out the annulus fibrosus and nucleus pulposus under sterile operating conditions. Dissected tissues were transferred to sterile Cryovials and snap frozen in liquid nitrogen before transporting to the research laboratory for protein extraction and further liquid chromatography tandem mass spectrometry (LC-MS/MS) analysis. Collected data were further analyzed using Gene Functional Classification Tool in DAVID and STRING databases. Results A total of 1,316 proteins were identified through LC-MS/MS analysis of nine fetal IVD tissues. Approximately 247 proteins present in at least four fetal discs were subjected to further bioinformatic analysis. The following 10 clusters of proteins were identified: collagens, ribosomal proteins, small leucine-rich proteins, matrilin and thrombospondin, annexins, protein disulfide isomerase family proteins and peroxiredoxins, tubulins, histones, hemoglobin, and prolyl 4-hydroxylase family proteins. Conclusions This study provides fundamental information on the proteome networks involved in the growth and development of healthy fetal discs in humans. Systematic cataloging of proteins involved in various structural and regulatory processes has been performed. Proteins expressed most abundantly (collagen type XIV alpha 1 chain, biglycan, matrilin 1, and thrombospondin 1) in their respective clusters also elucidate the possibility of utilizing these proteins for potential regenerative therapies.
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Affiliation(s)
| | | | | | | | | | | | - Raveendran Muthurajan
- Department of Plant Biotechnology, Tamil Nadu Agricultural University, Coimbatore, India
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Fan Z, Zhao W, Fan S, Li C, Qiao J, Xu Y. Identification of Potential Biomarkers for Intervertebral Disc Degeneration Using the Genome-Wide Expression Analysis. J Comput Biol 2020; 27:1341-1349. [PMID: 31904996 DOI: 10.1089/cmb.2019.0103] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Abstract
Intervertebral disc degeneration (IDD) is the major cause of low back pain. The current study was aimed to further elucidate the mechanisms underlying it. Microarray data sets GSE70362 containing Thompson degeneration grades I-V were divided into the control and the degenerative group and were analyzed. Differentially expressed genes (DEGs) were screened and clustered, followed by functional enrichment analysis. Then the protein-protein interaction (PPI) network and the microRNA (miRNA) regulatory network were constructed and integratedly analyzed. Finally, modules from the integrated network were mined, and gene ontology and pathway enrichment analysis were performed. DEGs in three clusters had the overall expression trend with the Thompson grades. The upregulated DEGs were associated with protein transport and localization, while the downregulated DEGs were enriched in membrane lipid metabolic process and endocytosis. After the integrated analysis of PPI and miRNA-target interactions, some hub genes such as HSP90B1, RPS4Y1, RPL15, and UTY, as well as hub miRNAs, including miR-124a and miR-506, were screened. Finally, modules in the integrated network were functionally associated with protein targeting, peptide processing, and metabolic process, as well as protein folding. Taken together, our data showed that the protein synthesis, targeting, and localization can be greatly changed to contribute to the progress of IDD. Besides, the related genes such as RPS4Y1 and HSP90B1 would be used as diagnostic and therapeutic targets for IDD.
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Affiliation(s)
- Zongjiang Fan
- Department of Gastroenterology, 920th Hospital of Joint Logistics Support Force, Kunming, China
| | - Wanqiu Zhao
- Department of Orthopaedics, and 920th Hospital of Joint Logistics Support Force, Kunming, China
| | - Shengning Fan
- Department of Orthopaedics, and 920th Hospital of Joint Logistics Support Force, Kunming, China
| | - Chunxiao Li
- Department of Orthopaedics, and 920th Hospital of Joint Logistics Support Force, Kunming, China
| | - Jing Qiao
- Department of Information, 920th Hospital of Joint Logistics Support Force, Kunming, China
| | - Yongqing Xu
- Department of Orthopaedics, and 920th Hospital of Joint Logistics Support Force, Kunming, China
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Mo S, Liu C, Chen L, Ma Y, Liang T, Xue J, Zeng H, Zhan X. KEGG-expressed genes and pathways in intervertebral disc degeneration: Protocol for a systematic review and data mining. Medicine (Baltimore) 2019; 98:e15796. [PMID: 31124977 PMCID: PMC6571259 DOI: 10.1097/md.0000000000015796] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/05/2022] Open
Abstract
miRNAs and genes play significant roles in the etiology and pathogenesis of intervertebral disc degeneration (IDD). This study aimed to identify aberrantly expressed miRNAs, genes, and pathways in IDD through a comprehensive bioinformatics analysis.Data of miRNAs expression microarrays (GSE63492) and genes microarrays (GSE23130) were obtained from GEO database. Similarly, aberrantly expressed miRNAs and genes were obtained using GEO2R. In addition, functional and enrichment analyses of selected miRNAs and genes were performed using the DAVID database. Meanwhile, protein-protein interaction (PPI) network was constructed using STRING, and then visualized in Cytoscape.A total of 98 upregulated miRNAs were identified. They were enriched in biological processes of response to organelle, ion binding, cellular nitrogen compound metabolic process, biosynthetic process, small molecule metabolic process, cellular protein modification process, catabolic process, molecular function, neurotrophin TRK receptor signaling pathway, and protein complex. In addition, 1405 high expression protein genes were detected. It indicated enrichment in biological processes, such as translational initiation, nonsense-mediated decay, viral transcription, cell-cell adhesion, rRNA processing, translation, RP-dependent cotranslational protein targeting to membrane, nuclear-transcribed mRNA catabolic process, regulation of mRNA stability, and mRNA splicing via spliceosome and extracellular matrix organization. In addition, pathway analysis exhibited the common enrichment in focal adhesion, Hippo signaling pathway, ECM-receptor interaction, Wnt signaling pathway, PI3K-Akt signaling pathway, endocytosis, proteoglycans in cancer, and so on. The top 10 central genes of PPI network were POTEE, PPP2CA, RPL17, HSP90AA1, POTEF, RPL13A, ACTB, RPL18, RPS24, and HSPA1A.In conclusion, our research proposed abnormally expressed miRNAs, genes, and pathways in IDD through bioinformatics methods, which may provide new insights into the pathogenesis of IDD. Thus, the Hub gene involving POTEE, PPP2CA, RPL17, HSP90AA1, POTEF, RPL13A, ACTB, RPL18, RPS24, and HSPA1A may be biomarkers for accurate diagnosis and treatment of IDD in the future.
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Chen Z, Han Y, Deng C, Chen W, Jin L, Chen H, Wang K, Shen H, Qian L. Inflammation‐dependent downregulation of miR‐194‐5p contributes to human intervertebral disc degeneration by targeting CUL4A and CUL4B. J Cell Physiol 2019; 234:19977-19989. [PMID: 30945295 DOI: 10.1002/jcp.28595] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2018] [Revised: 03/07/2019] [Accepted: 03/19/2019] [Indexed: 12/18/2022]
Affiliation(s)
- Zhi Chen
- Department of Spine Surgery Renji Hospital, School of Medicine, Shanghai Jiao Tong University Shanghai China
| | - Yingchao Han
- Department of Spine Surgery Renji Hospital, School of Medicine, Shanghai Jiao Tong University Shanghai China
| | - Chao Deng
- Department of Spine Surgery Renji Hospital, School of Medicine, Shanghai Jiao Tong University Shanghai China
| | - Wei Chen
- Department of Spine Surgery Renji Hospital, School of Medicine, Shanghai Jiao Tong University Shanghai China
| | - Linyu Jin
- Department of Spine Surgery Renji Hospital, School of Medicine, Shanghai Jiao Tong University Shanghai China
| | - Hao Chen
- Department of Spine Surgery Renji Hospital, School of Medicine, Shanghai Jiao Tong University Shanghai China
| | - Kun Wang
- Department of Spine Surgery Renji Hospital, School of Medicine, Shanghai Jiao Tong University Shanghai China
| | - Hongxing Shen
- Department of Spine Surgery Renji Hospital, School of Medicine, Shanghai Jiao Tong University Shanghai China
| | - Lie Qian
- Department of Spine Surgery Renji Hospital, School of Medicine, Shanghai Jiao Tong University Shanghai China
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