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Bharati J, Kumar S, Buragohain BM, Das D, Devi SJ, Mohan NH, Gupta VK. Identification of differentially expressed genes and pathways in the post-ovulatory ampulla of cyclic pigs through a transcriptomics approach. Mol Biol Rep 2025; 52:481. [PMID: 40397228 DOI: 10.1007/s11033-025-10605-0] [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: 01/07/2025] [Accepted: 05/13/2025] [Indexed: 05/22/2025]
Abstract
BACKGROUND Information on global transcriptomic changes in the porcine ampulla after ovulation is crucial for understanding of oviductal physiology at the molecular level. The objective of the present study was to investigate the differentially expressed genes (DEGs) and signalling pathways regulating the functionality of ampulla in pigs post-ovulation. METHODS AND RESULTS The RNA-sequencing of the post-ovulatory ampulla (POA) and early luteal ampulla (ELA) tissues was conducted using Illumina NextSeq2000. The R package NOISeq was used to obtain significantly differentially expressed genes (DEGs) with the probability of differential expression (1-FDR) value ≥ 0.95 and log2 fold change (log2FC) ≥ 1, which revealed 817 DEGs (657 up- and 160 down-regulated) in the POA vs. ELA group comparison. These DEGs were functionally annotated with various gene ontology terms like sterol biosynthetic process, growth, cell migration, and Reactome pathways like signal transduction, metabolism, and cell cycle, indicating key role of these molecular events in POA. The WNT, TNFR2 non-canonical NF-kB, and hedgehog signalling pathways along with the activation of the immune system process, were enriched in the POA vs. ELA group, which indicates their role in cell-cell interactions and cell fate determination in remodelling the oviductal microenvironment during transition from estrogen to progesterone domination. The highly connected upregulated hub genes ESR1, RAD51, YARS1, TYMS and CDK2 can be regarded as key regulatory factors in synchronizing the changes in POA at the molecular level in the oviduct. CONCLUSION The present study revealed several DEGs, signalling pathways and novel modulatory factors associated with the ampullary physiology during early embryonic development in the POA, which may influence fertility and litter size in pigs.
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Affiliation(s)
- Jaya Bharati
- Animal Physiology, ICAR-National Research Centre on Pig, Guwahati, 781131, Assam, India.
| | - Satish Kumar
- Animal Genetics and Breeding, ICAR-National Research Centre on Pig, Guwahati, 781131, Assam, India.
| | | | - Diptesh Das
- Animal Physiology, ICAR-National Research Centre on Pig, Guwahati, 781131, Assam, India
| | - Salam Jayachitra Devi
- Computer Applications and Information Technology, ICAR-National Research Centre on Pig, Guwahati, 781131, Assam, India
| | - N H Mohan
- Animal Physiology, ICAR-National Research Centre on Pig, Guwahati, 781131, Assam, India
| | - Vivek Kumar Gupta
- Director, ICAR-National Research Centre on Pig, Guwahati, 781131, Assam, India
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Tam V, Chopra N, Sima S, Chen P, Sharma R, Chan D, Diwan A. Effects of GDF6 on active protein synthesis by cells of degenerated intervertebral disc. EUROPEAN SPINE JOURNAL : OFFICIAL PUBLICATION OF THE EUROPEAN SPINE SOCIETY, THE EUROPEAN SPINAL DEFORMITY SOCIETY, AND THE EUROPEAN SECTION OF THE CERVICAL SPINE RESEARCH SOCIETY 2025:10.1007/s00586-025-08715-1. [PMID: 39920317 DOI: 10.1007/s00586-025-08715-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/15/2024] [Revised: 01/26/2025] [Accepted: 01/31/2025] [Indexed: 02/09/2025]
Abstract
INTRODUCTION Intervertebral disc degeneration (IVD) is a leading cause of low back pain, a prevalent musculoskeletal condition. IVD degeneration is characterized by the degradation of nucleus pulposus (NP), annulus fibrosus (AF), and cartilage endplates (EP). Growth Differentiation Factor 6 (GDF6), part of the bone morphogenetic protein family, has demonstrated potential in maintaining disc integrity. However, its precise role in cellular protein synthesis during IVD degeneration remains unclear. METHODS This study employed Stable Isotope Labeling by Amino Acids in Cell Culture (SILAC) to investigate the effects of GDF6 on protein synthesis in NP, AF, and EP cells isolated from degenerated human IVDs. Cells were cultured in SILAC media with and without GDF6 treatment. The proteomic profiles were analyzed via mass spectrometry, comparing newly synthesized "heavy" proteins with pre-existing "light" proteins. RESULTS GDF6 treatment altered protein synthesis in degenerated IVD cells. In NP cells, GDF6 reduced the synthesis of matrisome proteins, including collagens and proteoglycans, while promoting proteins associated with ECM stability, such as LOX, PCOLCE and HAPLN1/3. AF cells demonstrated an upregulation of ECM-stabilizing proteins like POSTN and FMOD. EP cells showed minimal changes, but GDF6 enhanced the synthesis of collagen type II, suggesting improved ECM integrity. Secretome analysis revealed that GDF6 modulated extracellular signalling by promoting ECM-stabilizing proteins and reducing inflammatory markers. CONCLUSION GDF6 exerts compartment-specific effects on protein synthesis in degenerated IVDs, promoting ECM stability, reducing fibrosis, and potentially preserving hydration. These findings support the potential of GDF6 as a therapeutic agent in treating IVD degeneration, particularly in NP-targeted therapies. Future studies should optimize GDF6 dosing and delivery to maximize its regenerative potential.
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Affiliation(s)
- Vivian Tam
- School of Biomedical Sciences, University of Hong Kong, Hong Kong, Hong Kong S.A.R., China
| | - Neha Chopra
- Spine Labs, St. George and Sutherland Clinical School, University of New South Wales, Sydney, Australia
| | - Stone Sima
- Spine Labs, St. George and Sutherland Clinical School, University of New South Wales, Sydney, Australia
| | - Peikai Chen
- Department of Orthopaedics, The University of Hong Kong - Shenzhen Hospital, University of Hong Kong, Shenzhen, China
- The AI and Big Data Lab, The University of Hong Kong - Shenzhen Hospital, Shenzhen, China
| | - Rakesh Sharma
- Proteomics and Metabolomics Core, Centre for PanorOmic Sciences, The University of Hong Kong, Hong Kong, Hong Kong S.A.R., China
| | - Danny Chan
- School of Biomedical Sciences, University of Hong Kong, Hong Kong, Hong Kong S.A.R., China
| | - Ashish Diwan
- Spine Labs, St. George and Sutherland Clinical School, University of New South Wales, Sydney, Australia.
- Spine Service, Department of Orthopaedic Surgery, St. George and Sutherland Clinical School, University of New South Wales, Sydney, Australia.
- Spinal Unit, Discipline of Orthopaedic Surgery, School of Medicine, University of Adelaide, Adelaide, Australia.
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Zhang Z, Zhou X, Xia L, Li N, Xu S, Dong X, Zhu L, Huang M, Wan G. Wenshen Xiaozheng Tang alleviates fibrosis in endometriosis by regulating differentiation and paracrine signaling of endometrium-derived mesenchymal stem cells. JOURNAL OF ETHNOPHARMACOLOGY 2025; 336:118724. [PMID: 39181283 DOI: 10.1016/j.jep.2024.118724] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/03/2024] [Revised: 08/19/2024] [Accepted: 08/21/2024] [Indexed: 08/27/2024]
Abstract
ETHNOPHARMACOLOGICAL RELEVANCE Wenshen Xiaozheng Tang (WXT), a traditional Chinese medicine (TCM) decoction, is effective for treating endometriosis. However, the effect of WXT on endometrium-derived mesenchymal stem cells (eMSCs) which play a key role in the fibrogenesis of endometriosis requires further elucidation. AIMS OF THE STUDY The aim of this study was to clarify the potential mechanism of WXT in improving fibrosis in endometriosis by investigating the regulation of WXT on differentiation and paracrine of eMSCs. MATERIALS AND METHODS The nude mice with endometriosis were randomly divided into model group, WXT group and mifepristone group. After 21 days of treatment, the lesion volume was calculated. Fibrosis in the lesions was evaluated by Masson staining and expression of fibrotic proteins. The differentiation of eMSCs in vivo was explored using a fate-tracking experiment. To further clarify the regulation of WXT on eMSCs, primary eMSCs from the ectopic lesions of endometriosis patients were isolated and characterized. The effect of WXT on the proliferation and differentiation of ectopic eMSCs was examined. To evaluate the role of WXT on the paracrine activity of ectopic eMSCs, the conditioned medium (CM) from ectopic eMSCs pretreated with WXT was collected and applied to treat ectopic endometrial stromal cells (ESCs), after which the expression of fibrotic proteins in ectopic ESCs was assessed. In addition, transcriptome sequencing was used to investigate the regulatory mechanism of WXT on ectopic eMSCs, and western blot and ELISA were employed to determine the key mediator. RESULTS WXT impeded the growth of ectopic lesions in nude mice with endometriosis and reduced collagen deposition and the expression of fibrotic proteins fibronectin, collagen I, α-SMA and CTGF in the endometriotic lesions. The fate-tracking experiment showed that WXT prevented human eMSCs from differentiating into myofibroblasts in the nude mice. We successfully isolated eMSCs from the lesions of patients with endometriosis and demonstrated that WXT suppressed proliferation and myofibroblast differentiation of ectopic eMSCs. Moreover, the expression of α-SMA, collagen I, fibronectin and CTGF in ectopic ESCs was significantly down-regulated by the CM of ectopic MSCs pretreated with WXT. Combining the results of RNA sequencing, western blot and ELISA, we found that WXT not only reduced thrombospondin 4 expression in ectopic eMSCs, but also decreased thrombospondin 4 secretion from ectopic eMSCs. Thrombospondin 4 concentration-dependently upregulated the expression of collagen I, fibronectin, α-SMA and CTGF in ectopic ESCs, indicating that thrombospondin 4 was a key mediator of WXT in inhibiting the fibrotic process in endometriosis. CONCLUSION WXT improved fibrosis in endometriosis by regulating differentiation and paracrine signaling of eMSCs. Thrombospondin 4, whose release from ectopic eMSCs is inhibited by WXT, may be a potential target for the treatment of endometriosis.
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Affiliation(s)
- Zhenzhen Zhang
- Affiliated Hospital of Integrated Traditional Chinese and Western Medicine, Nanjing University of Chinese Medicine, Nanjing, 210028, Jiangsu, China; Jiangsu Province Academy of Traditional Chinese Medicine, Nanjing, 210028, Jiangsu, China.
| | - Xue Zhou
- Affiliated Hospital of Integrated Traditional Chinese and Western Medicine, Nanjing University of Chinese Medicine, Nanjing, 210028, Jiangsu, China; Jiangsu Province Academy of Traditional Chinese Medicine, Nanjing, 210028, Jiangsu, China.
| | - Lu Xia
- Affiliated Hospital of Integrated Traditional Chinese and Western Medicine, Nanjing University of Chinese Medicine, Nanjing, 210028, Jiangsu, China; Jiangsu Province Academy of Traditional Chinese Medicine, Nanjing, 210028, Jiangsu, China.
| | - Nan Li
- Affiliated Hospital of Integrated Traditional Chinese and Western Medicine, Nanjing University of Chinese Medicine, Nanjing, 210028, Jiangsu, China; Jiangsu Province Academy of Traditional Chinese Medicine, Nanjing, 210028, Jiangsu, China.
| | - Shihan Xu
- Affiliated Hospital of Integrated Traditional Chinese and Western Medicine, Nanjing University of Chinese Medicine, Nanjing, 210028, Jiangsu, China; Jiangsu Province Academy of Traditional Chinese Medicine, Nanjing, 210028, Jiangsu, China.
| | - Xiaohong Dong
- Affiliated Hospital of Integrated Traditional Chinese and Western Medicine, Nanjing University of Chinese Medicine, Nanjing, 210028, Jiangsu, China; Jiangsu Province Academy of Traditional Chinese Medicine, Nanjing, 210028, Jiangsu, China.
| | - Li Zhu
- Affiliated Hospital of Integrated Traditional Chinese and Western Medicine, Nanjing University of Chinese Medicine, Nanjing, 210028, Jiangsu, China; Jiangsu Province Academy of Traditional Chinese Medicine, Nanjing, 210028, Jiangsu, China.
| | - Meihua Huang
- Affiliated Hospital of Integrated Traditional Chinese and Western Medicine, Nanjing University of Chinese Medicine, Nanjing, 210028, Jiangsu, China; Jiangsu Province Academy of Traditional Chinese Medicine, Nanjing, 210028, Jiangsu, China.
| | - Guiping Wan
- Affiliated Hospital of Integrated Traditional Chinese and Western Medicine, Nanjing University of Chinese Medicine, Nanjing, 210028, Jiangsu, China; Jiangsu Province Academy of Traditional Chinese Medicine, Nanjing, 210028, Jiangsu, China.
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Liang Q, Wang Y, Li Z. Comprehensive bioinformatics analysis identifies metabolic and immune-related diagnostic biomarkers shared between diabetes and COPD using multi-omics and machine learning. Front Endocrinol (Lausanne) 2025; 15:1475958. [PMID: 39845878 PMCID: PMC11750655 DOI: 10.3389/fendo.2024.1475958] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/14/2024] [Accepted: 12/16/2024] [Indexed: 01/24/2025] Open
Abstract
Background Diabetes and chronic obstructive pulmonary disease (COPD) are prominent global health challenges, each imposing significant burdens on affected individuals, healthcare systems, and society. However, the specific molecular mechanisms supporting their interrelationship have not been fully defined. Methods We identified the differentially expressed genes (DEGs) of COPD and diabetes from multi-center patient cohorts, respectively. Through cross-analysis, we identified the shared DEGs of COPD and diabetes, and investigated alterations of signaling pathways using Gene Ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG), and gene set enrichment analysis (GSEA). By using weighted gene correlation network analysis (WGCNA), key gene modules for COPD and diabetes were identified, and various machine learning algorithms were employed to identify shared biomarkers. Using xCell, we investigated the relationship between shared biomarkers and immune infiltration in diabetes and COPD. Single-cell sequencing, clinical samples, and animal models were used to confirm the robustness of shared biomarkers. Results Cross-analysis identified 186 shared DEGs between diabetes and COPD patients. Functional enrichment results demonstrate that metabolic and immune-related pathways are common features altered in both diabetes and COPD patients. WGCNA identified 526 genes from key gene modules in COPD and diabetes. Multiple machine learning algorithms identified 4 shared biomarkers for COPD and diabetes, including CADPS, EDNRB, THBS4 and TMEM27. Finally, the 4 shared biomarkers were validated in single-cell sequencing data, clinical samples, and animal models, and their expression changes were consistent with the results of bioinformatic analysis. Conclusions Through comprehensive bioinformatics analysis, we revealed the potential connection between diabetes and COPD, providing a theoretical basis for exploring the common regulatory genes.
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Affiliation(s)
- Qianqian Liang
- Department of Integrated Pulmonology, Fourth Clinical Medical College of Xinjiang Medical University, Urumqi, Xinjiang, China
| | - Yide Wang
- Department of Integrated Pulmonology, Fourth Clinical Medical College of Xinjiang Medical University, Urumqi, Xinjiang, China
| | - Zheng Li
- Department of Integrated Pulmonology, Fourth Clinical Medical College of Xinjiang Medical University, Urumqi, Xinjiang, China
- Xinjiang National Clinical Research Base of Traditional Chinese Medicine, The Affiliated Hospital of Xinjiang University of Traditional Chinese Medicine, Urumqi, Xinjiang, China
- Xinjiang Key Laboratory of Respiratory Disease Research, The Affiliated Hospital of Xinjiang University of Traditional Chinese Medicine, Urumqi, Xinjiang, China
- Xinjiang Clinical Medical Research Center of Respiratory Obstructive Diseases, The Affiliated Hospital of Xinjiang University of Traditional Chinese Medicine, Urumqi, Xinjiang, China
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Li WZ, Liu XX, Shi YJ, Wang XR, Li L, Tai ML, Yi F. Unveiling the mechanism of high sugar diet induced advanced glycosylation end products damage skin structure via extracellular matrix-receptor interaction pathway. J Cosmet Dermatol 2024; 23:2496-2508. [PMID: 38501159 DOI: 10.1111/jocd.16295] [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: 12/08/2023] [Revised: 02/09/2024] [Accepted: 03/12/2024] [Indexed: 03/20/2024]
Abstract
BACKGROUND AGEs accumulate in the skin as a result of a high-sugar diet and play an important role in the skin aging process. OBJECTIVES The aim of this study was to characterize the mechanism underlying the effect of a high-sugar diet on skin aging damage at a holistic level. METHODS We established a high-sugar diet mouse model to compare and analyze differences in physiological indexes. The effect of a high-sugar diet on skin aging damage was analyzed by means of a transcriptome study and staining of pathological sections. Furthermore, the differences in the protein expression of AGEs and ECM components between the HSD and control groups were further verified by immunohistochemistry. RESULTS The skin in the HSD group mice tended toward a red, yellow, dark, and deep color. In addition, the epidermis was irregular with anomalous phenomena, the epidermis was thinned, and the dermis lost its normal structure and showed vacuolated changes. Transcriptomics results revealed significant downregulation of the ECM-receptor interaction pathway, significant upregulation of the expression of AGEs and significant downregulation of the expression levels of COLI, FN1, LM5, and TNC, among others ECM proteins and ECM receptors. CONCLUSIONS High-sugar diets cause skin aging damage by inducing the accumulation of AGEs, disrupting the expression of ECM proteins and their receptors, and downregulating the ECM-receptor interaction pathway, which affects cellular behavioral functions such as cell proliferation, migration, and adhesion, as well as normal skin tissue structure.
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Affiliation(s)
- Wan-Zhao Li
- R&D Center, Infinitus (China) Company Ltd, Guangzhou, China
| | - Xiao-Xing Liu
- Beijing Key Laboratory of Plant Resources Research and Development, Beijing Technology and Business University, Beijing, China
| | - Yu-Jing Shi
- Institute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing, China
| | - Xiao-Rui Wang
- Institute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing, China
| | - Li Li
- Beijing Key Laboratory of Plant Resources Research and Development, Beijing Technology and Business University, Beijing, China
| | - Mei-Ling Tai
- R&D Center, Infinitus (China) Company Ltd, Guangzhou, China
| | - Fan Yi
- Beijing Key Laboratory of Plant Resources Research and Development, Beijing Technology and Business University, Beijing, China
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Genaro K, Luo ZD. Pathophysiological roles of thrombospondin-4 in disease development. Semin Cell Dev Biol 2024; 155:66-73. [PMID: 37391348 PMCID: PMC10753034 DOI: 10.1016/j.semcdb.2023.06.007] [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: 06/11/2023] [Accepted: 06/21/2023] [Indexed: 07/02/2023]
Abstract
Thrombospondin-4 (TSP-4) belongs to the extracellular matrix glycoprotein family of thrombospondins (TSPs). The multidomain, pentameric structure of TSP-4 allows its interactions with numerous extracellular matrix components, proteins and signaling molecules that enable its modulation to various physiological and pathological processes. Characterization of TSP-4 expression under development and pathogenesis of disorders has yielded important insights into mechanisms underlying the unique role of TSP-4 in mediating various processes including cell-cell, cell-extracellular matrix interactions, cell migration, proliferation, tissue remodeling, angiogenesis, and synaptogenesis. Maladaptation of these processes in response to pathological insults and stress can accelerate the development of disorders including skeletal dysplasia, osteoporosis, degenerative joint disease, cardiovascular diseases, tumor progression/metastasis and neurological disorders. Overall, the diverse functions of TSP-4 suggest that it may be a potential marker or therapeutic target for prognosis, diagnosis, and treatment of various pathological conditions upon further investigations. This review article highlights recent findings on the role of TSP-4 in both physiological and pathological conditions with a focus on what sets it apart from other TSPs.
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Affiliation(s)
- Karina Genaro
- Department of Anesthesiology & Perioperative Care, School of Medicine, University of California Irvine, Irvine, CA 92697, USA
| | - Z David Luo
- Department of Anesthesiology & Perioperative Care, School of Medicine, University of California Irvine, Irvine, CA 92697, USA.
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Sin SYW, Ke F, Chen G, Huang PY, Enbody ED, Karubian J, Webster MS, Edwards SV. Genetic Basis and Evolution of Structural Color Polymorphism in an Australian Songbird. Mol Biol Evol 2024; 41:msae046. [PMID: 38415852 PMCID: PMC10962638 DOI: 10.1093/molbev/msae046] [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: 11/13/2023] [Revised: 02/02/2024] [Accepted: 02/22/2024] [Indexed: 02/29/2024] Open
Abstract
Island organisms often evolve phenotypes divergent from their mainland counterparts, providing a useful system for studying adaptation under differential selection. In the white-winged fairywren (Malurus leucopterus), subspecies on two islands have a black nuptial plumage whereas the subspecies on the Australian mainland has a blue nuptial plumage. The black subspecies have a feather nanostructure that could in principle produce a blue structural color, suggesting a blue ancestor. An earlier study proposed independent evolution of melanism on the islands based on the history of subspecies divergence. However, the genetic basis of melanism and the origin of color differentiation in this group are still unknown. Here, we used whole-genome resequencing to investigate the genetic basis of melanism by comparing the blue and black M. leucopterus subspecies to identify highly divergent genomic regions. We identified a well-known pigmentation gene ASIP and four candidate genes that may contribute to feather nanostructure development. Contrary to the prediction of convergent evolution of island melanism, we detected signatures of a selective sweep in genomic regions containing ASIP and SCUBE2 not in the black subspecies but in the blue subspecies, which possesses many derived SNPs in these regions, suggesting that the mainland subspecies has re-evolved a blue plumage from a black ancestor. This proposed re-evolution was likely driven by a preexisting female preference. Our findings provide new insight into the evolution of plumage coloration in island versus continental populations, and, importantly, we identify candidate genes that likely play roles in the development and evolution of feather structural coloration.
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Affiliation(s)
- Simon Yung Wa Sin
- School of Biological Sciences, The University of Hong Kong, Hong Kong, China
- Department of Organismic and Evolutionary Biology, Harvard University, Cambridge, MA 02138, USA
| | - Fushi Ke
- School of Biological Sciences, The University of Hong Kong, Hong Kong, China
| | - Guoling Chen
- School of Biological Sciences, The University of Hong Kong, Hong Kong, China
| | - Pei-Yu Huang
- School of Biological Sciences, The University of Hong Kong, Hong Kong, China
| | - Erik D Enbody
- Department of Ecology and Evolutionary Biology, Tulane University, New Orleans, LA 70118, USA
| | - Jordan Karubian
- Department of Ecology and Evolutionary Biology, Tulane University, New Orleans, LA 70118, USA
| | - Michael S Webster
- Cornell Lab of Ornithology and Department of Neurobiology and Behavior, Cornell University, Ithaca, NY 14853, USA
| | - Scott V Edwards
- Department of Organismic and Evolutionary Biology, Harvard University, Cambridge, MA 02138, USA
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Wang Z, Wang W, Zuo B, Lu H. Identification of potential pathogenic genes related to osteoporosis and osteoarthritis. Technol Health Care 2024; 32:4431-4444. [PMID: 39213112 PMCID: PMC11613085 DOI: 10.3233/thc-240574] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2024] [Accepted: 06/11/2024] [Indexed: 09/04/2024]
Abstract
BACKGROUND Osteoarthritis (OA) and osteoporosis (OS) are the most common orthopedic diseases. OBJECTIVE To identify important genes as biomarkers for the pathogenesis of OA and OS. METHODS Microarray data for OA and OS were downloaded from the Gene Expression Omnibus database. Differentially expressed genes (DEGs) between the OA and healthy control groups and between the OS and healthy control groups were identified using the Limma software package. Overlapping hub DEGs were selected using MCC, MNC, DEGREE, and EPC. Weighted gene co-expression network analysis (WGCNA) was used to mine OA- and OS-related modules. Shared hub DEGs were identified, human microRNA disease database was used to screen microRNAs associated with OA and OS, and an miRNA-target gene network was constructed. Finally, the expression of shared hub DEGs was evaluated. RESULTS A total of 104 overlapping DEGs were identified in both the OA and OS groups, which were mainly related to inflammatory biological processes, such as the Akt and TNF signaling pathways Forty-six hub DEGs were identified using MCC, MNC, DEGREE, and EPC modules using different algorithms. Seven modules with 392 genes that highly correlated with disease were identified in the WGCNA. Furthermore, 10 shared hub DEGs were identified between the OA and OS groups, including OGN, FAP, COL6A3, THBS4, IGFBP2, LRRC15, DDR2, RND3, EFNB2, and CD48. A network consisting of 8 shared hub DEGs and 55 miRNAs was constructed. Furthermore, CD48 was significantly upregulated in the OA and OS groups, whereas EFNB2, DR2, COL6A3, and RND3 were significantly downregulated in OA and OS. Other hub DEGs were significantly upregulated in OA and downregulated in OS. CONCLUSIONS The ten genes may be promising biomarkers for modulating the development of both OA and OS.
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Affiliation(s)
| | | | - Bin Zuo
- Department of Orthopedics, Xinhua Hospital Affiliated to Shanghai Jiaotong University School of Medicine, Shanghai, China
| | - Hua Lu
- Department of Orthopedics, Xinhua Hospital Affiliated to Shanghai Jiaotong University School of Medicine, Shanghai, China
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Wu PS, Liu HY, Wong TH, Lin JT, Hu FR, Lin MH. Comparative Proteomics Reveals Prolonged Corneal Preservation Impaired Ocular Surface Immunity Accompanied by Fibrosis in Human Stroma. J Proteome Res 2023; 22:3730-3741. [PMID: 37976471 DOI: 10.1021/acs.jproteome.3c00383] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2023]
Abstract
Cornea transplantation is one of the most commonly performed allotransplantations worldwide. Prolonged storage of donor corneas leads to decreased endothelial cell viability, severe stromal edema, and opacification, significantly compromising the success rate of corneal transplantation. Corneal stroma, which constitutes the majority of the cornea, plays a crucial role in maintaining its shape and transparency. In this study, we conducted proteomic analysis of corneal stroma preserved in Optisol-GS medium at 4 °C for 7 or 14 days to investigate molecular changes during storage. Among 1923 identified proteins, 1634 were quantifiable and 387 were significantly regulated with longer preservation. Compared to stroma preserved for 7 days, proteins involved in ocular surface immunomodulation were largely downregulated while proteins associated with extracellular matrix reorganization and fibrosis were upregulated in those preserved for 14 days. The increase in extracellular matrix structural proteins together with upregulation of growth factor signaling implies the occurrence of stromal fibrosis, which may compromise tissue clarity and cause vision impairments. This study is the first to provide insights into how storage duration affects corneal stroma from a proteomic perspective. Our findings may contribute to future research efforts aimed at developing long-term preservation techniques and improving the quality of preserved corneas, thus maximizing their clinical application.
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Affiliation(s)
- Pei-Shan Wu
- Department of Ophthalmology, National Taiwan University Hospital, College of Medicine, National Taiwan University, Taipei 100233, Taiwan
| | - Hsin-Yu Liu
- Department of Ophthalmology, National Taiwan University Hospital, College of Medicine, National Taiwan University, Taipei 100233, Taiwan
| | - Tzu-Hsuan Wong
- Department of Microbiology, National Taiwan University College of Medicine, Taipei 100233, Taiwan
| | - Jui-Ti Lin
- Department of Microbiology, National Taiwan University College of Medicine, Taipei 100233, Taiwan
| | - Fung-Rong Hu
- Department of Ophthalmology, National Taiwan University Hospital, College of Medicine, National Taiwan University, Taipei 100233, Taiwan
| | - Miao-Hsia Lin
- Department of Microbiology, National Taiwan University College of Medicine, Taipei 100233, Taiwan
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Shimmi O, Kankuri E. Editorial: Cell-to-cell communications in tissue homeostasis and repair. Front Cell Dev Biol 2023; 11:1138621. [PMID: 36711029 PMCID: PMC9880523 DOI: 10.3389/fcell.2023.1138621] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2023] [Accepted: 01/09/2023] [Indexed: 01/14/2023] Open
Affiliation(s)
- Osamu Shimmi
- Institute of Biotechnology, University of Helsinki, Helsinki, Finland,Institute of Molecular and Cell Biology, University of Tartu, Tartu, Estonia,*Correspondence: Osamu Shimmi, ; Esko Kankuri,
| | - Esko Kankuri
- Department of Pharmacology, Faculty of Medicine, University of Helsinki, Helsinki, Finland,*Correspondence: Osamu Shimmi, ; Esko Kankuri,
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