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Zhang H, Mo Y, Wang L, Zhang H, Wu S, Sandai D, Shuid AN, Chen X. Potential shared pathogenic mechanisms between endometriosis and inflammatory bowel disease indicate a strong initial effect of immune factors. Front Immunol 2024; 15:1339647. [PMID: 38660311 PMCID: PMC11041628 DOI: 10.3389/fimmu.2024.1339647] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2023] [Accepted: 02/12/2024] [Indexed: 04/26/2024] Open
Abstract
Introduction Over the past decades, immune dysregulation has been consistently demonstrated being common charactoristics of endometriosis (EM) and Inflammatory Bowel Disease (IBD) in numerous studies. However, the underlying pathological mechanisms remain unknown. In this study, bioinformatics techniques were used to screen large-scale gene expression data for plausible correlations at the molecular level in order to identify common pathogenic pathways between EM and IBD. Methods Based on the EM transcriptomic datasets GSE7305 and GSE23339, as well as the IBD transcriptomic datasets GSE87466 and GSE126124, differential gene analysis was performed using the limma package in the R environment. Co-expressed differentially expressed genes were identified, and a protein-protein interaction (PPI) network for the differentially expressed genes was constructed using the 11.5 version of the STRING database. The MCODE tool in Cytoscape facilitated filtering out protein interaction subnetworks. Key genes in the PPI network were identified through two topological analysis algorithms (MCC and Degree) from the CytoHubba plugin. Upset was used for visualization of these key genes. The diagnostic value of gene expression levels for these key genes was assessed using the Receiver Operating Characteristic (ROC) curve and Area Under the Curve (AUC) The CIBERSORT algorithm determined the infiltration status of 22 immune cell subtypes, exploring differences between EM and IBD patients in both control and disease groups. Finally, different gene expression trends shared by EM and IBD were input into CMap to identify small molecule compounds with potential therapeutic effects. Results 113 differentially expressed genes (DEGs) that were co-expressed in EM and IBD have been identified, comprising 28 down-regulated genes and 86 up-regulated genes. The co-expression differential gene of EM and IBD in the functional enrichment analyses focused on immune response activation, circulating immunoglobulin-mediated humoral immune response and humoral immune response. Five hub genes (SERPING1、VCAM1、CLU、C3、CD55) were identified through the Protein-protein Interaction network and MCODE.High Area Under the Curve (AUC) values of Receiver Operating Characteristic (ROC) curves for 5hub genes indicate the predictive ability for disease occurrence.These hub genes could be used as potential biomarkers for the development of EM and IBD. Furthermore, the CMap database identified a total of 9 small molecule compounds (TTNPB、CAY-10577、PD-0325901 etc.) targeting therapeutic genes for EM and IBD. Discussion Our research revealed common pathogenic mechanisms between EM and IBD, particularly emphasizing immune regulation and cell signalling, indicating the significance of immune factors in the occurence and progression of both diseases. By elucidating shared mechanisms, our study provides novel avenues for the prevention and treatment of EM and IBD.
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Affiliation(s)
- Haolong Zhang
- Department of Biomedical Sciences, Advanced Medical & Dental Institute, Universiti Sains Malaysia, Penang, Malaysia
| | - Yaxin Mo
- Department of Biomedical Sciences, Advanced Medical & Dental Institute, Universiti Sains Malaysia, Penang, Malaysia
| | - Ling Wang
- Department of TCM Gynecology, Hangzhou TCM Hospital Affiliated to Zhejiang Chinese Medical University, Hangzhou, China
| | - Haoling Zhang
- Department of Biomedical Sciences, Advanced Medical & Dental Institute, Universiti Sains Malaysia, Penang, Malaysia
| | - Sen Wu
- Department of Biomedical Sciences, Advanced Medical & Dental Institute, Universiti Sains Malaysia, Penang, Malaysia
| | - Doblin Sandai
- Department of Biomedical Sciences, Advanced Medical & Dental Institute, Universiti Sains Malaysia, Penang, Malaysia
| | - Ahmad Naqib Shuid
- Department of Biomedical Sciences, Advanced Medical & Dental Institute, Universiti Sains Malaysia, Penang, Malaysia
| | - Xingbei Chen
- Department of Gynecology and Obstetrics, The First Affiliated Hospital of Zhejiang Chinese Medical University (Zhejiang Provincial Hospital of Chinese Medicine), Hangzhou, China
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Maoga JB, Riaz MA, Mwaura AN, Mecha E, Omwandho COA, Scheiner-Bobis G, Meinhold-Heerlein I, Konrad L. Analysis of Membrane Type-1 Matrix Metalloproteinase (MT1-MMP, MMP14) in Eutopic and Ectopic Endometrium and in Serum and Endocervical Mucus of Endometriosis. Biomedicines 2023; 11:2730. [PMID: 37893104 PMCID: PMC10604514 DOI: 10.3390/biomedicines11102730] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2023] [Revised: 09/26/2023] [Accepted: 10/04/2023] [Indexed: 10/29/2023] Open
Abstract
BACKGROUND Membrane type-matrix metalloproteinases (MT-MMPs) are a subgroup of the matrix metalloproteinases (MMPs) family and are key molecules in the degradation of the extracellular matrix. Membrane type-1 matrix metalloproteinase (MT1-MMP, MMP14) is often deregulated in different cancer tissues and body fluids of human cancer patients; however, MT1-MMP levels in endometriosis and adenomyosis patients are currently unknown. MATERIALS AND METHODS Tissue samples from patients with and without endometriosis or adenomyosis were analyzed with immunohistochemistry for the localization of MT1-MMP. Serum and endocervical mucus samples from patients with and without endometriosis or adenomyosis were investigated with MT1-MMP ELISAs. RESULTS MT1-MMP was localized preferentially in the glands of eutopic and ectopic endometrium. MT1-MMP protein levels are significantly reduced in ovarian endometriosis (HSCORE = 31) versus eutopic endometrium (HSCORE = 91) and adenomyosis (HSCORE = 149), but significantly increased in adenomyosis (HSCORE = 149) compared to eutopic endometrium (HSCORE = 91). Similarly, analysis of the levels of MT1-MMP using enzyme-linked immune assays (ELISAs) demonstrated a significant increase in the concentrations of MT1-MMP in the serum of endometriosis patients (1.3 ± 0.8) versus controls (0.7 ± 0.2), but not in the endocervical mucus. Furthermore, MT1-MMP levels in the endocervical mucus of patients with endometriosis were notably reduced in patients using contraception (3.2 ± 0.4) versus those without contraception (3.8 ± 0.2). CONCLUSIONS Taken together, our findings showed an opposite regulation of MT1-MMP in the tissue of ovarian endometriosis and adenomyosis compared to eutopic endometrium without endometriosis but increased serum levels in patients with endometriosis.
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Affiliation(s)
- Jane B. Maoga
- Center of Gynecology and Obstetrics, Faculty of Medicine, Justus Liebig University Giessen, 35392 Giessen, Germany; (J.B.M.); (M.A.R.); (A.N.M.); (I.M.-H.)
| | - Muhammad A. Riaz
- Center of Gynecology and Obstetrics, Faculty of Medicine, Justus Liebig University Giessen, 35392 Giessen, Germany; (J.B.M.); (M.A.R.); (A.N.M.); (I.M.-H.)
| | - Agnes N. Mwaura
- Center of Gynecology and Obstetrics, Faculty of Medicine, Justus Liebig University Giessen, 35392 Giessen, Germany; (J.B.M.); (M.A.R.); (A.N.M.); (I.M.-H.)
| | - Ezekiel Mecha
- Department of Biochemistry, University of Nairobi, Nairobi P.O. Box 30197-00100, Kenya;
| | - Charles O. A. Omwandho
- Department of Health Sciences, Kirinyaga University, Kerugoya P.O. Box 143-10300, Kenya;
| | - Georgios Scheiner-Bobis
- Institute for Veterinary Physiology and Biochemistry, School of Veterinary Medicine, Justus Liebig University Giessen, 35392 Giessen, Germany;
| | - Ivo Meinhold-Heerlein
- Center of Gynecology and Obstetrics, Faculty of Medicine, Justus Liebig University Giessen, 35392 Giessen, Germany; (J.B.M.); (M.A.R.); (A.N.M.); (I.M.-H.)
| | - Lutz Konrad
- Center of Gynecology and Obstetrics, Faculty of Medicine, Justus Liebig University Giessen, 35392 Giessen, Germany; (J.B.M.); (M.A.R.); (A.N.M.); (I.M.-H.)
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Clusterin negatively modulates mechanical stress-mediated ligamentum flavum hypertrophy through TGF-β1 signaling. EXPERIMENTAL & MOLECULAR MEDICINE 2022; 54:1549-1562. [PMID: 36131026 PMCID: PMC9534863 DOI: 10.1038/s12276-022-00849-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/20/2021] [Revised: 05/20/2022] [Accepted: 07/10/2022] [Indexed: 11/25/2022]
Abstract
Ligamentum flavum hypertrophy (LFH) is a major cause of lumbar spinal canal stenosis (LSCS). The pathomechanisms for LFH have not been fully elucidated. Isobaric tags for relative and absolute quantitation (iTRAQ) technology, proteomics assessments of human ligamentum flavum (LF), and successive assays were performed to explore the effect of clusterin (CLU) upregulation on LFH pathogenesis. LFH samples exhibited higher cell positive rates of the CLU, TGF-β1, α-SMA, ALK5 and p-SMAD3 proteins than non-LFH samples. Mechanical stress and TGF-β1 initiated CLU expression in LF cells. Notably, CLU inhibited the expression of mechanical stress-stimulated and TGF-β1-stimulated COL1A2 and α-SMA. Mechanistic studies showed that CLU inhibited mechanical stress-stimulated and TGF-β1-induced SMAD3 activities through suppression of the phosphorylation of SMAD3 and by inhibiting its nuclear translocation by competitively binding to ALK5. PRKD3 stabilized CLU protein by inhibiting lysosomal distribution and degradation of CLU. CLU attenuated mechanical stress-induced LFH in vivo. In summary, the findings showed that CLU attenuates mechanical stress-induced LFH by modulating the TGF-β1 pathways in vitro and in vivo. These findings imply that CLU is induced by mechanical stress and TGF-β1 and inhibits LF fibrotic responses via negative feedback regulation of the TGF-β1 pathway. These findings indicate that CLU is a potential treatment target for LFH. The protein clusterin regulates the body’s response to lower back pain induced by mechanical stress and could be a target for treatments. Lower back pain is common and is exacerbated by our upright stance. A major cause of the pain is excessive cell growth (hypertrophy) in the ligaments between vertebrae. This growth narrows the spinal canal and compresses nerves. Using a unique mouse model bred to walk upright, Zhongmin Zhang and Liang Wang at Southern Medical University in Guangzhou, China, and co-workers showed that clusterin, a protein involved in regulation of cell survival, can reduce the hypertrophy caused by mechanical stresses, and could be used in back pain treatments. Clusterin regulates the activity of the growth factor TGF-β1, which plays a role in synthesizing new tissues after injury, but can spur excessive growth.
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Mwaura AN, Riaz MA, Maoga JB, Mecha E, Omwandho COA, Scheiner-Bobis G, Meinhold-Heerlein I, Konrad L. Role of Betaglycan in TGF-β Signaling and Wound Healing in Human Endometriotic Epithelial Cells and in Endometriosis. BIOLOGY 2022; 11:biology11040513. [PMID: 35453712 PMCID: PMC9027931 DOI: 10.3390/biology11040513] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/18/2022] [Revised: 03/15/2022] [Accepted: 03/22/2022] [Indexed: 12/16/2022]
Abstract
Endometriosis is characterized by the presence of ectopic endometrium most often in the pelvis. The transforming growth factor-beta (TGF-β) superfamily is also involved in the pathogenesis; however, betaglycan (BG, syn. TGF-β type III receptor) as an important co-receptor was not studied. We analyzed mainly BG ectodomain shedding because released soluble BG (sBG) often antagonizes TGF-β signaling. Furthermore, we studied the role of TGF-βs and BG in wound healing and evaluated the suitability of BG measurements in serum and endocervical mucus for non-invasive diagnosis of endometriosis. Evaluation of the BG shedding and signaling pathways involved as well as wound healing was performed with enzyme-linked immune assays (ELISAs), reverse transcription-quantitative polymerase chain reaction (RT-qPCR), small interfering RNA (siRNA) knockdown, and scratch assays with human endometriotic epithelial cells. TGF-β1/2 stimulation resulted in a significant dose-dependent reduction in BG shedding in endometriotic cells, which was TGF-β/activin receptor-like kinase-5 (ALK-5)/mother against decapentaplegic homolog3 (SMAD3)- but not SMAD2-dependent. Inhibition of matrix metalloproteinases (MMPs) using the pan-MMP inhibitor GM6001 and tissue inhibitor of MMPs (TIMP3) equally attenuated BG shedding, signifying the involvement of MMPs in shedding. Likewise, recombinant BG moderately reduced the secretion of TGF-β1/2 and wound healing of endometriotic cells. TGF-β1 significantly enhanced the secretion of MMP2 and MMP3 and moderately promoted wound healing. In order to evaluate the role of BG in endometriosis, serum (n = 238) and mucus samples (n = 182) were analyzed. Intriguingly, a significant reduction in the levels of sBG in endocervical mucus but not in the serum of endometriosis patients compared to controls was observed. Collectively, these observations support a novel role for BG in the pathophysiology of endometriosis.
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Affiliation(s)
- Agnes N. Mwaura
- Center of Gynecology and Obstetrics, Faculty of Medicine, Justus-Liebig-University, Feulgenstr. 10-12, D-35392 Giessen, Germany; (A.N.M.); (M.A.R.); (J.B.M.); (I.M.-H.)
| | - Muhammad A. Riaz
- Center of Gynecology and Obstetrics, Faculty of Medicine, Justus-Liebig-University, Feulgenstr. 10-12, D-35392 Giessen, Germany; (A.N.M.); (M.A.R.); (J.B.M.); (I.M.-H.)
| | - Jane B. Maoga
- Center of Gynecology and Obstetrics, Faculty of Medicine, Justus-Liebig-University, Feulgenstr. 10-12, D-35392 Giessen, Germany; (A.N.M.); (M.A.R.); (J.B.M.); (I.M.-H.)
| | - Ezekiel Mecha
- Department of Biochemistry, University of Nairobi, Nairobi 00100, Kenya;
| | | | - Georgios Scheiner-Bobis
- Institute for Veterinary Physiology and Biochemistry, School of Veterinary Medicine, Justus-Liebig-University, D-35392 Giessen, Germany;
| | - Ivo Meinhold-Heerlein
- Center of Gynecology and Obstetrics, Faculty of Medicine, Justus-Liebig-University, Feulgenstr. 10-12, D-35392 Giessen, Germany; (A.N.M.); (M.A.R.); (J.B.M.); (I.M.-H.)
| | - Lutz Konrad
- Center of Gynecology and Obstetrics, Faculty of Medicine, Justus-Liebig-University, Feulgenstr. 10-12, D-35392 Giessen, Germany; (A.N.M.); (M.A.R.); (J.B.M.); (I.M.-H.)
- Correspondence: ; Tel./Fax: +49-641-985-45282
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Diel de Amorim M, Khan FA, Chenier TS, Scholtz EL, Hayes MA. Analysis of the uterine flush fluid proteome of healthy mares and mares with endometritis or fibrotic endometrial degeneration. Reprod Fertil Dev 2021; 32:572-581. [PMID: 31987068 DOI: 10.1071/rd19085] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2019] [Accepted: 09/18/2019] [Indexed: 12/13/2022] Open
Abstract
The objective of this study was to evaluate the differences in the uterine flush fluid proteome between healthy mares and mares with endometritis or fibrotic endometrial degeneration (FED). Uterine flush fluid samples were collected from healthy mares (n=8; oestrus n=5 and dioestrus n=3) and mares with endometritis (n=23; oestrus n=14 and dioestrus n=9) or FED (n=7; oestrus n=6 and dioestrus n=1). Proteomic analysis was performed using label-free liquid chromatography-tandem mass spectrometry. Of 216 proteins identified during oestrus, 127 were common to all three groups, one protein was exclusively detected in healthy mares, 47 proteins were exclusively detected in mares with endometritis and four proteins were exclusively detected in mares with FED. Of 188 proteins identified during dioestrus, 113 proteins were common between healthy mares and mares with endometritis, eight proteins were exclusively detected in healthy mares and 67 proteins were exclusively detected in mares with endometritis. Quantitative analysis revealed a subset of proteins differing in abundance between the three groups during oestrus and between healthy mares and mares with endometritis during dioestrus. These results provide a springboard for evaluation of specific proteins as biomarkers of uterine health and disease and for investigation of their roles in the establishment and maintenance of pregnancy.
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Affiliation(s)
- Mariana Diel de Amorim
- Department of Population Medicine, Ontario Veterinary College, University of Guelph, 50 Stone Road East, Guelph, ON, N1G2W1, Canada; and Present address: Department of Clinical Sciences, Cornell University College of Veterinary Medicine, Ithaca, NY 14853, USA; and Corresponding authors. Emails: ;
| | - Firdous A Khan
- Department of Population Medicine, Ontario Veterinary College, University of Guelph, 50 Stone Road East, Guelph, ON, N1G2W1, Canada; and Department of Large Animal Medicine and Surgery, School of Veterinary Medicine, St. George's University, True Blue, St. George's, Grenada; and Present address: Department of Large Animal Medicine and Surgery, School of Veterinary Medicine, St. George's University, True Blue, St. George's, Grenada; and Corresponding authors. Emails: ;
| | - Tracey S Chenier
- Department of Population Medicine, Ontario Veterinary College, University of Guelph, 50 Stone Road East, Guelph, ON, N1G2W1, Canada
| | - Elizabeth L Scholtz
- Department of Population Medicine, Ontario Veterinary College, University of Guelph, 50 Stone Road East, Guelph, ON, N1G2W1, Canada
| | - M Anthony Hayes
- Department of Pathobiology, Ontario Veterinary College, University of Guelph, 50 Stone Road East, Guelph, ON, N1G2W1, Canada
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Ghazaryan A, Landfester K, Mailänder V. Protein deglycosylation can drastically affect the cellular uptake. NANOSCALE 2019; 11:10727-10737. [PMID: 31120044 DOI: 10.1039/c8nr08305c] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Targeted drug delivery mediated by nanocarriers is a major issue in modern-day medicine. Upon coming in contact with biological fluids (e.g. blood), nanocarriers are rapidly covered by biomolecules (proteins, lipids, etc.) which results in the formation of a surface layer, widely known as the biomolecular corona. The biomolecular corona subsequently confers a certain biological identity to the corona-covered nanocarriers which can be crucial during their subsequent interactions with cells or other biological entities. In contrast to the proteins of the corona, little is known about the impact of the non-protein constituents of the corona, such as sugars. Here, we investigate the role of protein glycosylation of the corona in cellular uptake. We show that deglycosylation of clusterin (CLU) and apolipoprotein AI (Apo AI) significantly changes (increases and decreases, respectively) the cellular uptake of nanocarriers covered with these proteins.
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Affiliation(s)
- Artur Ghazaryan
- Max Planck Institute for Polymer Research, Ackermannweg 10, 55128 Mainz, Germany.
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Canet-Pons J, Schubert R, Duecker RP, Schrewe R, Wölke S, Kieslich M, Schnölzer M, Chiocchetti A, Auburger G, Zielen S, Warnken U. Ataxia telangiectasia alters the ApoB and reelin pathway. Neurogenetics 2018; 19:237-255. [DOI: 10.1007/s10048-018-0557-5] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2018] [Accepted: 10/09/2018] [Indexed: 02/07/2023]
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