43 results on '"Ramos, YFM"'
Search Results
2. Genome-wide analyses identify a role for SLC17A4 and AADAT in thyroid hormone regulation
- Author
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Teumer, A, Chaker, Layal, Groeneweg, Stefan, Li, Yi, Di Munno, Celia, Barbieri, C, Schultheiss, UT, Traglia, M, Ahluwalia, TS, Akiyama, M, Appel, EVR, Arking, DE, Arnold, A, Astrup, A, Beekman, M, Beilby, JP, Bekaert, S, Boerwinkle, E, Brown, SJ, de Buyzere, M, Campbell, PJ, Ceresini, G, Cerqueira, C, Cucca, F, Deary, IJ, Deelen, J, Eckardt, KU, Ekici, AB, Eriksson, JG, Ferrrucci, L, Fiers, T, Fiorillo, E, Ford, I, Fox, CS, Fuchsberger, C, Galesloot, TE, Gieger, C, Gogele, M, De Grandi, A, Grarup, N, Greiser, KH, Haljas, K, Hansen, T, Harris, SE, van Heemst, D, Heijer, M, Hicks, AA, den Hollander, W, Homuth, G, Hui, JN, Ikram, Arfan, Ittermann, T, Jensen, RA, Jing, J, Jukema, JW, Kajalltie, E, Kamatani, Y, Kasbohm, E, Kaufman, JM, Kiemeney, LA, Kloppenburg, M, Kronenberg, F, Kubo, M, Lahti, J, Lapauw, B, Li, S, Liewald, DCM, Lim, EM, Linneberg, A, Marina, M, Mascalzoni, D, Matsuda, K, Medenwald, D, Meisinger, C, Meulenbelt, I, Meyer, T, zu Schwabedissen, HEM, Mikolajczyk, R, Moed, M, Netea-Maier, RT, Nolte, IM, Okadah, Y, Pala, M, Pattaro, C, Pedersen, O, Petersmann, A, Porcu, E, Postmus, I, Pramstaller, PP, Psaty, BM, Ramos, YFM, Rawal, R, Redmond, P, Richards, JB, Rietzschel, ER, Rivadeneira, Fernando, Roef, G, Rotter, JI, Sala, CF, Schlessinger, D, Selvin, E, Slagboom, PE (Eline), Soranzo, N, Sorensen, TIA, Spector, TD, Starr, JM, Stott, DJ, Taes, Y, Taliun, D, Tanaka, T, Thuesen, B, Tiller, D, Toniolo, D, Uitterlinden, André, Visser, Edward, Walsh, JP, Wilson, SG, Wolffenbuttel, BHR, Yang, Q, Zheng, HF, Cappola, A, Peeters, Robin, Naitza, S, Volzke, H, Sanna, S, Kottgen, A, Visser, Theo, Medici, Marco, Teumer, A, Chaker, Layal, Groeneweg, Stefan, Li, Yi, Di Munno, Celia, Barbieri, C, Schultheiss, UT, Traglia, M, Ahluwalia, TS, Akiyama, M, Appel, EVR, Arking, DE, Arnold, A, Astrup, A, Beekman, M, Beilby, JP, Bekaert, S, Boerwinkle, E, Brown, SJ, de Buyzere, M, Campbell, PJ, Ceresini, G, Cerqueira, C, Cucca, F, Deary, IJ, Deelen, J, Eckardt, KU, Ekici, AB, Eriksson, JG, Ferrrucci, L, Fiers, T, Fiorillo, E, Ford, I, Fox, CS, Fuchsberger, C, Galesloot, TE, Gieger, C, Gogele, M, De Grandi, A, Grarup, N, Greiser, KH, Haljas, K, Hansen, T, Harris, SE, van Heemst, D, Heijer, M, Hicks, AA, den Hollander, W, Homuth, G, Hui, JN, Ikram, Arfan, Ittermann, T, Jensen, RA, Jing, J, Jukema, JW, Kajalltie, E, Kamatani, Y, Kasbohm, E, Kaufman, JM, Kiemeney, LA, Kloppenburg, M, Kronenberg, F, Kubo, M, Lahti, J, Lapauw, B, Li, S, Liewald, DCM, Lim, EM, Linneberg, A, Marina, M, Mascalzoni, D, Matsuda, K, Medenwald, D, Meisinger, C, Meulenbelt, I, Meyer, T, zu Schwabedissen, HEM, Mikolajczyk, R, Moed, M, Netea-Maier, RT, Nolte, IM, Okadah, Y, Pala, M, Pattaro, C, Pedersen, O, Petersmann, A, Porcu, E, Postmus, I, Pramstaller, PP, Psaty, BM, Ramos, YFM, Rawal, R, Redmond, P, Richards, JB, Rietzschel, ER, Rivadeneira, Fernando, Roef, G, Rotter, JI, Sala, CF, Schlessinger, D, Selvin, E, Slagboom, PE (Eline), Soranzo, N, Sorensen, TIA, Spector, TD, Starr, JM, Stott, DJ, Taes, Y, Taliun, D, Tanaka, T, Thuesen, B, Tiller, D, Toniolo, D, Uitterlinden, André, Visser, Edward, Walsh, JP, Wilson, SG, Wolffenbuttel, BHR, Yang, Q, Zheng, HF, Cappola, A, Peeters, Robin, Naitza, S, Volzke, H, Sanna, S, Kottgen, A, Visser, Theo, and Medici, Marco
- Published
- 2018
3. Novel Genetic Variants for Cartilage Thickness and Hip Osteoarthritis
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Castano Betancourt, Martha, Evans, DS, Ramos, YFM, Boer, Cindy, Metrustry, S, Liu, YF, den Hollander, W, van Rooij, J, Kraus, V B, Yau, MS, Mitchell, BD, Muir, K, Hofman, Bert, Doherty, M, Doherty, S, Zhang, WY, Kraaij, Robert, Rivadeneira, Fernando, Barrett-Connor, E, Maciewicz, RA, Arden, N, Nelissen, RGHH, Kloppenburg, M, Jordan, JM, Nevitt, MC, Slagboom, EP, Hart, DJ, Lafeber, F, Styrkarsdottir, U, Zeggini, E, Evangelou, E, Spector, TD, Uitterlinden, André, Lane, NE, Meulenbelt, I, Valdes, AM, van Meurs, Joyce, Castano Betancourt, Martha, Evans, DS, Ramos, YFM, Boer, Cindy, Metrustry, S, Liu, YF, den Hollander, W, van Rooij, J, Kraus, V B, Yau, MS, Mitchell, BD, Muir, K, Hofman, Bert, Doherty, M, Doherty, S, Zhang, WY, Kraaij, Robert, Rivadeneira, Fernando, Barrett-Connor, E, Maciewicz, RA, Arden, N, Nelissen, RGHH, Kloppenburg, M, Jordan, JM, Nevitt, MC, Slagboom, EP, Hart, DJ, Lafeber, F, Styrkarsdottir, U, Zeggini, E, Evangelou, E, Spector, TD, Uitterlinden, André, Lane, NE, Meulenbelt, I, Valdes, AM, and van Meurs, Joyce
- Published
- 2016
4. Underlying molecular mechanisms of DIO2 susceptibility in symptomatic osteoarthritis
- Author
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Bomer, N, den Hollander, W, Ramos, YFM, Bos, SD (Steffan Daniel), van der Breggen, R, Lakenberg, N, Pepers, BA, van Eeden, AE, Darvishan, A, Tobi, EW, Duijnisveld, BJ, van den Akker, EB, Heijmans, BT, van Roon-Mom, WMC, Verbeek, FJ, van Osch, Gerjo, Nelissen, RGHH, Slagboom, PE (Eline), Meulenbelt, I, Bomer, N, den Hollander, W, Ramos, YFM, Bos, SD (Steffan Daniel), van der Breggen, R, Lakenberg, N, Pepers, BA, van Eeden, AE, Darvishan, A, Tobi, EW, Duijnisveld, BJ, van den Akker, EB, Heijmans, BT, van Roon-Mom, WMC, Verbeek, FJ, van Osch, Gerjo, Nelissen, RGHH, Slagboom, PE (Eline), and Meulenbelt, I
- Abstract
Objectives To investigate how the genetic susceptibility gene DIO2 confers risk to osteoarthritis (OA) onset in humans and to explore whether counteracting the deleterious effect could contribute to novel therapeutic approaches. Methods Epigenetically regulated expression of DIO2 was explored by assessing methylation of positional CpG-dinucleotides and the respective DIO2 expression in OA-affected and macroscopically preserved articular cartilage from end-stage OA patients. In a human in vitro chondrogenesis model, we measured the effects when thyroid signalling during culturing was either enhanced (excess T3 or lentiviral induced DIO2 overexpression) or decreased (iopanoic acid). Results OA-related changes in methylation at a specific CpG dinucleotide upstream of DIO2 caused significant upregulation of its expression (beta=4.96; p=0.0016). This effect was enhanced and appeared driven specifically by DIO2 rs225014 risk allele carriers (beta=5.58, p=0.0006). During in vitro chondrogenesis, DIO2 overexpression resulted in a significant reduced capacity of chondrocytes to deposit extracellular matrix (ECM) components, concurrent with significant induction of ECM degrading enzymes (ADAMTS5, MMP13) and markers of mineralisation (ALPL, COL1A1). Given their concurrent and significant upregulation of expression, this process is likely mediated via HIF-2 alpha/RUNX2 signalling. In contrast, we showed that inhibiting deiodinases during in vitro chondrogenesis contributed to prolonged cartilage homeostasis as reflected by significant increased deposition of ECM components and attenuated upregulation of matrix degrading enzymes. Conclusions Our findings show how genetic variation at DIO2 could confer risk to OA and raised the possibility that counteracting thyroid signalling may be a novel therapeutic approach.
- Published
- 2015
5. A meta-analysis of genome-wide association studies identifies novel variants associated with osteoarthritis of the hip
- Author
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Evangelou, E, Kerkhof, HJ, Styrkarsdottir, U, Ntzani, EE, Bos, SD (Steffan Daniel), Esko, T, Evans, DS, Metrustry, S, Panoutsopoulou, K, Ramos, YFM, Thorleifsson, G, Tsilidis, KK, Arden, N, Aslam, N, Bellamy, N, Birrell, F, Blanco, FJ, Carr, A, Chapman, K, Day-Williams, AG, Deloukas, P, Doherty, M, Engstrom, G, Helgadottir, HT, Hofman, Bert, Ingvarsson, T, Jonsson, H, Keis, A, Keurentjes, JC, Kloppenburg, M, Lind, PA, McCaskie, A, Martin, NG, Milani, L, Montgomery, GW, Nelissen, RGHH, Nevitt, MC, Nilsson, PM, Ollier, WER, Parimi, N, Rai, A, Ralston, SH, Reed, MR, Riancho, JA, Rivadeneira, Fernando, Rodriguez-Fontenla, C, Southam, L, Thorsteinsdottir, U, Tsezou, A, AWallis, G, Wilkinson, JM, Gonzalez, A, Lane, NE, Lohmander, LS, Loughlin, J, Metspalu, A, Uitterlinden, André, Jonsdottir, I, Stefansson, K, Slagboom, PE (Eline), Zeggini, E, Meulenbelt, I, Ioannidis, JPA, Spector, TD, van Meurs, Joyce, Valdes, AM, Evangelou, E, Kerkhof, HJ, Styrkarsdottir, U, Ntzani, EE, Bos, SD (Steffan Daniel), Esko, T, Evans, DS, Metrustry, S, Panoutsopoulou, K, Ramos, YFM, Thorleifsson, G, Tsilidis, KK, Arden, N, Aslam, N, Bellamy, N, Birrell, F, Blanco, FJ, Carr, A, Chapman, K, Day-Williams, AG, Deloukas, P, Doherty, M, Engstrom, G, Helgadottir, HT, Hofman, Bert, Ingvarsson, T, Jonsson, H, Keis, A, Keurentjes, JC, Kloppenburg, M, Lind, PA, McCaskie, A, Martin, NG, Milani, L, Montgomery, GW, Nelissen, RGHH, Nevitt, MC, Nilsson, PM, Ollier, WER, Parimi, N, Rai, A, Ralston, SH, Reed, MR, Riancho, JA, Rivadeneira, Fernando, Rodriguez-Fontenla, C, Southam, L, Thorsteinsdottir, U, Tsezou, A, AWallis, G, Wilkinson, JM, Gonzalez, A, Lane, NE, Lohmander, LS, Loughlin, J, Metspalu, A, Uitterlinden, André, Jonsdottir, I, Stefansson, K, Slagboom, PE (Eline), Zeggini, E, Meulenbelt, I, Ioannidis, JPA, Spector, TD, van Meurs, Joyce, and Valdes, AM
- Abstract
Objectives Osteoarthritis (OA) is the most common form of arthritis with a clear genetic component. To identify novel loci associated with hip OA we performed a meta-analysis of genome-wide association studies (GWAS) on European subjects. Methods We performed a two-stage meta-analysis on more than 78 000 participants. In stage 1, we synthesised data from eight GWAS whereas data from 10 centres were used for 'in silico' or 'de novo' replication. Besides the main analysis, a stratified by sex analysis was performed to detect possible sex-specific signals. Meta-analysis was performed using inverse-variance fixed effects models. A random effects approach was also used. Results We accumulated 11 277 cases of radiographic and symptomatic hip OA. We prioritised eight single nucleotide polymorphism (SNPs) for follow-up in the discovery stage (4349 OA cases); five from the combined analysis, two male specific and one female specific. One locus, at 20q13, represented by rs6094710 (minor allele frequency (MAF) 4%) near the NCOA3 (nuclear receptor coactivator 3) gene, reached genome-wide significance level with p=7.9x10(-9) and OR=1.28 (95% CI 1.18 to 1.39) in the combined analysis of discovery (p= 5.6x10(-8)) and follow-up studies (p=7.3x10(-4)). We showed that this gene is expressed in articular cartilage and its expression was significantly reduced in OA-affected cartilage. Moreover, two loci remained suggestive associated; rs5009270 at 7q31 (MAF 30%, p=9.9x10(-7), OR=1.10) and rs3757837 at 7p13 (MAF 6%, p=2.2x10(-6), OR=1.27 in male specific analysis). Conclusions Novel genetic loci for hip OA were found in this meta-analysis of GWAS.
- Published
- 2014
6. Isolation and tracing of matrix-producing notochordal and chondrocyte cells using ACAN-2A-mScarlet reporter human iPSC lines.
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Tong X, Poramba-Liyanage DW, van Hoolwerff M, Riemers FM, Montilla-Rojo J, Warin J, Salvatori D, Camus A, Meulenbelt I, Ramos YFM, Geijsen N, Tryfonidou MA, and Shang P
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- Humans, Cell Line, Extracellular Matrix metabolism, Induced Pluripotent Stem Cells metabolism, Induced Pluripotent Stem Cells cytology, Chondrocytes metabolism, Chondrocytes cytology, Cell Differentiation, Aggrecans metabolism, Aggrecans genetics, Notochord metabolism, Notochord cytology, Genes, Reporter
- Abstract
The development of human induced pluripotent stem cell (iPSC)-based regenerative therapies is challenged by the lack of specific cell markers to isolate differentiated cell types and improve differentiation protocols. This issue is particularly critical for notochordal-like cells and chondrocytes, which are crucial in treating back pain and osteoarthritis, respectively. Both cell types produce abundant proteoglycan aggrecan (ACAN), crucial for the extracellular matrix. We generated two human iPSC lines containing an ACAN-2A-mScarlet reporter. The reporter cell lines were validated using CRISPR-mediated transactivation and functionally validated during notochord and cartilage differentiation. The ability to isolate differentiated cell populations producing ACAN enables their enrichment even in the absence of specific cell markers and allows for comprehensive studies and protocol refinement. ACAN's prevalence in various tissues (e.g., cardiac and cerebral) underscores the reporter's versatility as a valuable tool for tracking matrix protein production in diverse cell types, benefiting developmental biology, matrix pathophysiology, and regenerative medicine.
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- 2024
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7. The role of DNA methylation in chondrogenesis of human iPSCs as a stable marker of cartilage quality.
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Hajmousa G, de Almeida RC, Bloks N, Ruiz AR, Bouma M, Slieker R, Kuipers TB, Nelissen RGHH, Ito K, Freund C, Ramos YFM, and Meulenbelt I
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- Humans, Chondrocytes metabolism, Chondrocytes cytology, Transcriptome genetics, Fibroblasts metabolism, Fibroblasts cytology, CpG Islands genetics, Cells, Cultured, Homeobox Protein Nkx-2.2, DNA Methylation genetics, Induced Pluripotent Stem Cells cytology, Induced Pluripotent Stem Cells metabolism, Chondrogenesis genetics, Cartilage, Articular cytology, Cartilage, Articular metabolism, Cell Differentiation genetics, Epigenesis, Genetic genetics
- Abstract
Background: Lack of insight into factors that determine purity and quality of human iPSC (hiPSC)-derived neo-cartilage precludes applications of this powerful technology toward regenerative solutions in the clinical setting. Here, we set out to generate methylome-wide landscapes of hiPSC-derived neo-cartilages from different tissues-of-origin and integrated transcriptome-wide data to identify dissimilarities in set points of methylation with associated transcription and the respective pathways in which these genes act., Methods: We applied in vitro chondrogenesis using hiPSCs generated from two different tissue sources: skin fibroblasts and articular cartilage. Upon differentiation toward chondrocytes, these are referred to as hFiCs and hCiC, respectively. Genome-wide DNA methylation and RNA sequencing datasets were generated of the hiPSC-derived neo-cartilages, and the epigenetically regulated transcriptome was compared to that of neo-cartilage deposited by human primary articular cartilage (hPAC)., Results: Methylome-wide landscapes of neo-cartilages of hiPSCs reprogrammed from two different somatic tissues were 85% similar to that of hPACs. By integration of transcriptome-wide data, differences in transcriptionally active CpGs between hCiC relative to hPAC were prioritized. Among the CpG-gene pairs lower expressed in hCiCs relative to hPACs, we identified genes such as MGP, GDF5, and CHAD enriched in closely related pathways and involved in cartilage development that likely mark phenotypic differences in chondrocyte states. Vice versa, among the CpG-gene pairs higher expressed, we identified genes such as KIF1A or NKX2-2 enriched in neurogenic pathways and likely reflecting off target differentiation., Conclusions: We did not find significant variation between the neo-cartilages derived from hiPSCs of different tissue sources, suggesting that application of a robust differentiation protocol such as we applied here is more important as compared to the epigenetic memory of the cells of origin. Results of our study could be further exploited to improve quality, purity, and maturity of hiPSC-derived neo-cartilage matrix, ultimately to realize introduction of sustainable, hiPSC-derived neo-cartilage implantation into clinical practice., (© 2024. The Author(s).)
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- 2024
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8. Evolution and advancements in genomics and epigenomics in OA research: How far we have come.
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Ramos YFM, Rice SJ, Ali SA, Pastrello C, Jurisica I, Rai MF, Collins KH, Lang A, Maerz T, Geurts J, Ruiz-Romero C, June RK, Thomas Appleton C, Rockel JS, and Kapoor M
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- Humans, Genome-Wide Association Study, MicroRNAs genetics, Genetic Predisposition to Disease, Osteoarthritis genetics, Epigenomics, Genomics, DNA Methylation
- Abstract
Objective: Osteoarthritis (OA) is the most prevalent musculoskeletal disease affecting articulating joint tissues, resulting in local and systemic changes that contribute to increased pain and reduced function. Diverse technological advancements have culminated in the advent of high throughput "omic" technologies, enabling identification of comprehensive changes in molecular mediators associated with the disease. Amongst these technologies, genomics and epigenomics - including methylomics and miRNomics, have emerged as important tools to aid our biological understanding of disease., Design: In this narrative review, we selected articles discussing advancements and applications of these technologies to OA biology and pathology. We discuss how genomics, deoxyribonucleic acid (DNA) methylomics, and miRNomics have uncovered disease-related molecular markers in the local and systemic tissues or fluids of OA patients., Results: Genomics investigations into the genetic links of OA, including using genome-wide association studies, have evolved to identify 100+ genetic susceptibility markers of OA. Epigenomic investigations of gene methylation status have identified the importance of methylation to OA-related catabolic gene expression. Furthermore, miRNomic studies have identified key microRNA signatures in various tissues and fluids related to OA disease., Conclusions: Sharing of standardized, well-annotated omic datasets in curated repositories will be key to enhancing statistical power to detect smaller and targetable changes in the biological signatures underlying OA pathogenesis. Additionally, continued technological developments and analysis methods, including using computational molecular and regulatory networks, are likely to facilitate improved detection of disease-relevant targets, in-turn, supporting precision medicine approaches and new treatment strategies for OA., Competing Interests: Declaration of Competing Interest None., (Copyright © 2024 Osteoarthritis Research Society International. Published by Elsevier Ltd. All rights reserved.)
- Published
- 2024
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9. Hyper-physiologic mechanical cues, as an osteoarthritis disease-relevant environmental perturbation, cause a critical shift in set points of methylation at transcriptionally active CpG sites in neo-cartilage organoids.
- Author
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Bloks NGC, Dicks A, Harissa Z, Nelissen RGHH, Hajmousa G, Ramos YFM, de Almeida RC, Guilak F, and Meulenbelt I
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- Humans, DNA Methylation genetics, Osteoarthritis genetics, CpG Islands genetics, Chondrocytes metabolism, Organoids metabolism, Epigenesis, Genetic genetics, Cartilage, Articular metabolism
- Abstract
Background: Osteoarthritis (OA) is a complex, age-related multifactorial degenerative disease of diarthrodial joints marked by impaired mobility, joint stiffness, pain, and a significant decrease in quality of life. Among other risk factors, such as genetics and age, hyper-physiological mechanical cues are known to play a critical role in the onset and progression of the disease (Guilak in Best Pract Res Clin Rheumatol 25:815-823, 2011). It has been shown that post-mitotic cells, such as articular chondrocytes, heavily rely on methylation at CpG sites to adapt to environmental cues and maintain phenotypic plasticity. However, these long-lasting adaptations may eventually have a negative impact on cellular performance. We hypothesize that hyper-physiologic mechanical loading leads to the accumulation of altered epigenetic markers in articular chondrocytes, resulting in a loss of the tightly regulated balance of gene expression that leads to a dysregulated state characteristic of the OA disease state., Results: We showed that hyper-physiological loading evokes consistent changes in CpGs associated with expression changes (ML-tCpGs) in ITGA5, CAV1, and CD44, among other genes, which together act in pathways such as anatomical structure morphogenesis (GO:0009653) and response to wound healing (GO:0042060). Moreover, by comparing the ML-tCpGs and their associated pathways to tCpGs in OA pathophysiology (OA-tCpGs), we observed a modest but particular interconnected overlap with notable genes such as CD44 and ITGA5. These genes could indeed represent lasting detrimental changes to the phenotypic state of chondrocytes due to mechanical perturbations that occurred earlier in life. The latter is further suggested by the association between methylation levels of ML-tCpGs mapped to CD44 and OA severity., Conclusion: Our findings confirm that hyper-physiological mechanical cues evoke changes to the methylome-wide landscape of chondrocytes, concomitant with detrimental changes in positional gene expression levels (ML-tCpGs). Since CAV1, ITGA5, and CD44 are subject to such changes and are central and overlapping with OA-tCpGs of primary chondrocytes, we propose that accumulation of hyper-physiological mechanical cues can evoke long-lasting, detrimental changes in set points of gene expression that influence the phenotypic healthy state of chondrocytes. Future studies are necessary to confirm this hypothesis., (© 2024. The Author(s).)
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- 2024
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10. Thyroid hormone induces ossification and terminal maturation in a preserved OA cartilage biomimetic model.
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Korthagen NM, Houtman E, Boone I, Coutinho de Almeida R, Sivasubramaniyan K, Mahdad R, Nelissen RGHH, Ramos YFM, Tessari MA, and Meulenbelt I
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- Humans, Female, Biomimetics methods, Male, Aged, Middle Aged, Triiodothyronine pharmacology, Osteoarthritis metabolism, Osteoarthritis genetics, Osteoarthritis pathology, Chondrocytes metabolism, Chondrocytes drug effects, Chondrocytes pathology, Cartilage, Articular metabolism, Cartilage, Articular pathology, Cartilage, Articular drug effects, Osteogenesis drug effects, Osteogenesis physiology, Osteogenesis genetics
- Abstract
Objective: To characterize aspects of triiodothyronine (T3) induced chondrocyte terminal maturation within the molecular osteoarthritis pathophysiology using the previously established T3 human ex vivo osteochondral explant model., Designs: RNA-sequencing was performed on explant cartilage obtained from OA patients (n = 8), that was cultured ex vivo with or without T3 (10 ng/ml), and main findings were validated using RT-qPCR in an independent sample set (n = 22). Enrichment analysis was used for functional clustering and comparisons with available OA patient RNA-sequencing and GWAS datasets were used to establish relevance for OA pathophysiology by linking to OA patient genomic profiles., Results: Besides the upregulation of known hypertrophic genes EPAS1 and ANKH, T3 treatment resulted in differential expression of 247 genes with main pathways linked to extracellular matrix and ossification. CCDC80, CDON, ANKH and ATOH8 were among the genes found to consistently mark early, ongoing and terminal maturational OA processes in patients. Furthermore, among the 37 OA risk genes that were significantly affected in cartilage by T3 were COL12A1, TNC, SPARC and PAPPA., Conclusions: RNA-sequencing results show that metabolic activation and recuperation of growth plate morphology are induced by T3 in OA chondrocytes, indicating terminal maturation is accelerated. The molecular mechanisms involved in hypertrophy were linked to all stages of OA pathophysiology and will be used to validate disease models for drug testing., (© 2024. The Author(s).)
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- 2024
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11. Osmolarity-Induced Altered Intracellular Molecular Crowding Drives Osteoarthritis Pathology.
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Govindaraj K, Meteling M, van Rooij J, Becker M, van Wijnen AJ, van den Beucken JJJP, Ramos YFM, van Meurs J, Post JN, and Leijten J
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- Humans, Chondrocytes metabolism, Chondrocytes pathology, Cytokines metabolism, Osmolar Concentration, Cartilage, Articular metabolism, Cartilage, Articular pathology, Osteoarthritis metabolism
- Abstract
Osteoarthritis (OA) is a multifactorial degenerative joint disease of which the underlying mechanisms are yet to be fully understood. At the molecular level, multiple factors including altered signaling pathways, epigenetics, metabolic imbalance, extracellular matrix degradation, production of matrix metalloproteinases, and inflammatory cytokines, are known to play a detrimental role in OA. However, these factors do not initiate OA, but are mediators or consequences of the disease, while many other factors causing the etiology of OA are still unknown. Here, it is revealed that microenvironmental osmolarity can induce and reverse osteoarthritis-related behavior of chondrocytes via altered intracellular molecular crowding, which represents a previously unknown mechanism underlying OA pathophysiology. Decreased intracellular crowding is associated with increased sensitivity to proinflammatory triggers and decreased responsiveness to anabolic stimuli. OA-induced lowered intracellular molecular crowding could be renormalized via exposure to higher extracellular osmolarity such as those found in healthy joints, which reverse OA chondrocyte's sensitivity to catabolic stimuli as well as its glycolytic metabolism., (© 2023 The Authors. Advanced Science published by Wiley-VCH GmbH.)
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- 2024
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12. Mechanical stress and inflammation have opposite effects on Wnt signaling in human chondrocytes.
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Timmermans RGM, Blom AB, Nelissen RGHH, Broekhuis D, van der Kraan PM, Meulenbelt I, van den Bosch MHJ, and Ramos YFM
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- Humans, Chondrocytes metabolism, Wnt Signaling Pathway, Stress, Mechanical, Inflammation metabolism, Interleukin-1beta metabolism, Cells, Cultured, Osteoarthritis metabolism, Cartilage, Articular pathology
- Abstract
Dysregulation of Wingless and Int-1 (Wnt) signaling has been strongly associated with development and progression of osteoarthritis (OA). Here, we set out to investigate the independent effects of either mechanical stress (MS) or inflammation on Wnt signaling in human neocartilage pellets, and to relate this Wnt signaling to OA pathophysiology. OA synovium-conditioned media (OAS-CM) was collected after incubating synovium from human end-stage OA joints for 24 h in medium. Cytokine levels in the OAS-CM were determined with a multiplex immunoassay (Luminex). Human neocartilage pellets were exposed to 20% MS, 2% OAS-CM or 1 ng/mL Interleukin-1β (IL-1β). Effects on expression levels of Wnt signaling members were determined by reverse transcription-quantitative polymerase chain reaction. Additionally, the expression of these members in articular cartilage from human OA joints was analyzed in association with joint space narrowing (JSN) and osteophyte scores. Protein levels of IL-1β, IL-6, IL-8, IL-10, tumor necrosis factor α, and granulocyte-macrophage colony-stimulating factor positively correlated with each other. MS increased noncanonical WNT5A and FOS expression. In contrast, these genes were downregulated upon stimulation with OAS-CM or IL-1β. Furthermore, Wnt inhibitors DKK1 and FRZB decreased in response to OAS-CM or IL-1β exposure. Finally, expression of WNT5A in OA articular cartilage was associated with increased JSN scores, but not osteophyte scores. Our results demonstrate that MS and inflammatory stimuli have opposite effects on canonical and noncanonical Wnt signaling in human neocartilage. Considering the extent to which MS and inflammation contribute to OA in individual patients, we hypothesize that targeting specific Wnt pathways offers a more effective, individualized approach., (© 2023 The Authors. Journal of Orthopaedic Research® published by Wiley Periodicals LLC on behalf of Orthopaedic Research Society.)
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- 2024
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13. A robust and standardized method to isolate and expand mesenchymal stromal cells from human umbilical cord.
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Todtenhaupt P, Franken LA, Groene SG, van Hoolwerff M, van der Meeren LE, van Klink JMM, Roest AAW, de Bruin C, Ramos YFM, Haak MC, Lopriore E, Heijmans BT, and van Pel M
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- Humans, Reproducibility of Results, Umbilical Cord, Cell Differentiation, Cell Proliferation, Mesenchymal Stem Cells, Mesenchymal Stem Cell Transplantation
- Abstract
Background Aims: Human umbilical cord-derived mesenchymal stromal cells (hUC-MSCs) are increasingly used in research and therapy. To obtain hUC-MSCs, a diversity of isolation and expansion methods are applied. Here, we report on a robust and standardized method for hUC-MSC isolation and expansion., Methods: Using 90 hUC donors, we compared and optimized critical variables during each phase of the multi-step procedure involving UC collection, processing, MSC isolation, expansion and characterization. Furthermore, we assessed the effect of donor-to-donor variability regarding UC morphology and donor attributes on hUC-MSC characteristics., Results: We demonstrated robustness of our method across 90 UC donors at each step of the procedure. With our method, UCs can be collected up to 6 h after birth, and UC-processing can be initiated up to 48 h after collection without impacting on hUC-MSC characteristics. The removal of blood vessels before explant cultures improved hUC-MSC purity. Expansion in Minimum essential medium α supplemented with human platelet lysate increased reproducibility of the expansion rate and MSC characteristics as compared with Dulbecco's Modified Eagle's Medium supplemented with fetal bovine serum. The isolated hUC-MSCs showed a purity of ∼98.9%, a viability of >97% and a high proliferative capacity. Trilineage differentiation capacity of hUC-MSCs was reduced as compared with bone marrow-derived MSCs. Functional assays indicated that the hUC-MSCs were able to inhibit T-cell proliferation demonstrating their immune-modulatory capacity., Conclusions: We present a robust and standardized method to isolate and expand hUC-MSCs, minimizing technical variability and thereby lay a foundation to advance reliability and comparability of results obtained from different donors and different studies., Competing Interests: Declaration of Competing Interest The authors have no commercial, proprietary or financial interest in the products or companies described in this article., (Copyright © 2023 International Society for Cell & Gene Therapy. Published by Elsevier Inc. All rights reserved.)
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- 2023
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14. CCN4/WISP1 Promotes Migration of Human Primary Osteoarthritic Chondrocytes.
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Timmermans RGM, Blom AB, Bloks NGC, Nelissen RGHH, van der Linden EHMJ, van der Kraan PM, Meulenbelt I, Ramos YFM, and van den Bosch MHJ
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- Humans, Cells, Cultured, Cell Differentiation, Signal Transduction, Chondrocytes metabolism, Cartilage, Articular metabolism
- Abstract
Objectives: Previously, we have shown the involvement of cellular communication network factor 4/Wnt-activated protein Wnt-1-induced signaling protein 1 (CCN4/WISP1) in osteoarthritic (OA) cartilage and its detrimental effects on cartilage. Here, we investigated characteristics of CCN4 in chondrocyte biology by exploring correlations of CCN4 with genes expressed in human OA cartilage with functional follow-up., Design: Spearman correlation analysis was performed for genes correlating with CCN4 using our previously established RNA sequencing dataset of human preserved OA cartilage of the RAAK study, followed by a pathway enrichment analysis for genes with ρ ≥|0.6.| Chondrocyte migration in the absence or presence of CCN4 was determined in a scratch assay, measuring scratch size using a live cell imager for up to 36 h. Changes in expression levels of 12 genes, correlating with CCN4 and involved in migratory processes, were determined with reverse transcription-quantitative polymerase chain reaction (RT-qPCR)., Results: Correlation of CCN4 with ρ ≥|0.6| was found for 58 genes in preserved human OA cartilage. Pathway analysis revealed "neural crest cell migration" as most significant enriched pathway, containing among others CORO1C , SEMA3C , and SMO . Addition of CCN4 to primary chondrocytes significantly enhance chondrocyte migration as demonstrated by reduced scratch size over the course of 36 h, but at the timepoints measured no effect was observed on mRNA expression of the 12 genes., Conclusion: CCN4 increases cell migration of human primary OA chondrocytes. Since WISP1 expression is known to be increased in OA cartilage, this may serve to direct chondrocytes toward cartilage defects and orchestrate repair.
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- 2023
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15. Identification and functional characterization of imbalanced osteoarthritis-associated fibronectin splice variants.
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van Hoolwerff M, Tuerlings M, Wijnen IJL, Suchiman HED, Cats D, Mei H, Nelissen RGHH, van der Linden-van der Zwaag HMJ, Ramos YFM, Coutinho de Almeida R, and Meulenbelt I
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- Humans, Fibronectins genetics, Fibronectins metabolism, Chondrocytes metabolism, RNA, Small Interfering, Osteoarthritis genetics, Osteoarthritis metabolism, Cartilage, Articular metabolism
- Abstract
Objective: To identify FN1 transcripts associated with OA pathophysiology and investigate the downstream effects of modulating FN1 expression and relative transcript ratio., Methods: FN1 transcriptomic data was obtained from our previously assessed RNA-seq dataset of lesioned and preserved OA cartilage samples from the Research osteoArthritis Articular Cartilage (RAAK) study. Differential transcript expression analysis was performed on all 27 FN1 transcripts annotated in the Ensembl database. Human primary chondrocytes were transduced with lentiviral particles containing short hairpin RNA (shRNA) targeting full-length FN1 transcripts or non-targeting shRNA. Subsequently, matrix deposition was induced in our 3D in vitro neo-cartilage model. Effects of changes in the FN1 transcript ratio on sulphated glycosaminoglycan (sGAG) deposition were investigated by Alcian blue staining and dimethylmethylene blue assay. Moreover, gene expression levels of 17 cartilage-relevant markers were determined by reverse transcription quantitative polymerase chain reaction., Results: We identified 16 FN1 transcripts differentially expressed between lesioned and preserved cartilage. FN1-208, encoding migration-stimulating factor, was the most significantly differentially expressed protein coding transcript. Downregulation of full-length FN1 and a concomitant increased FN1-208 ratio resulted in decreased sGAG deposition as well as decreased ACAN and COL2A1 and increased ADAMTS-5, ITGB1 and ITGB5 gene expression levels., Conclusion: We show that full-length FN1 downregulation and concomitant relative FN1-208 upregulation was unbeneficial for deposition of cartilage matrix, likely due to decreased availability of the classical RGD (Arg-Gly-Asp) integrin-binding site of fibronectin., (© The Author(s) 2022. Published by Oxford University Press on behalf of the British Society for Rheumatology.)
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- 2023
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16. WWP2 confers risk to osteoarthritis by affecting cartilage matrix deposition via hypoxia associated genes.
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Tuerlings M, Janssen GMC, Boone I, van Hoolwerff M, Rodriguez Ruiz A, Houtman E, Suchiman HED, van der Wal RJP, Nelissen RGHH, Coutinho de Almeida R, van Veelen PA, Ramos YFM, and Meulenbelt I
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- Humans, Chondrocytes metabolism, Hypoxia, Cells, Cultured, Ubiquitin-Protein Ligases metabolism, Osteoarthritis genetics, Osteoarthritis metabolism, Cartilage, Articular metabolism, MicroRNAs metabolism
- Abstract
Objective: To explore the co-expression network of the osteoarthritis (OA) risk gene WWP2 in articular cartilage and study cartilage characteristics when mimicking the effect of OA risk allele rs1052429-A on WWP2 expression in a human 3D in vitro model of cartilage., Method: Co-expression behavior of WWP2 with genes expressed in lesioned OA articular cartilage (N = 35 samples) was explored. By applying lentiviral particle mediated WWP2 upregulation in 3D in vitro pellet cultures of human primary chondrocytes (N = 8 donors) the effects of upregulation on cartilage matrix deposition was evaluated. Finally, we transfected primary chondrocytes with miR-140 mimics to evaluate whether miR-140 and WWP2 are involved in similar pathways., Results: Upon performing Spearman correlations in lesioned OA cartilage, 98 highly correlating genes (|ρ| > 0.7) were identified. Among these genes, we identified GJA1, GDF10, STC2, WDR1, and WNK4. Subsequent upregulation of WWP2 on 3D chondrocyte pellet cultures resulted in a decreased expression of COL2A1 and ACAN and an increase in EPAS1 expression. Additionally, we observed a decreased expression of GDF10, STC2, and GJA1. Proteomics analysis identified 42 proteins being differentially expressed with WWP2 upregulation, which were enriched for ubiquitin conjugating enzyme activity. Finally, upregulation of miR-140 in 2D chondrocytes resulted in significant upregulation of WWP2 and WDR1., Conclusions: Mimicking the effect of OA risk allele rs1052429-A on WWP2 expression initiates detrimental processes in the cartilage shown by a response in hypoxia associated genes EPAS1, GDF10, and GJA1 and a decrease in anabolic markers, COL2A1 and ACAN., (Copyright © 2022 The Author(s). Published by Elsevier Ltd.. All rights reserved.)
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- 2023
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17. Mutation in the CCAL1 locus accounts for bidirectional process of human subchondral bone turnover and cartilage mineralization.
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Rodríguez Ruiz A, van Hoolwerff M, Sprangers S, Suchiman E, Schoenmaker T, Dibbets-Schneider P, Bloem JL, Nelissen RGHH, Freund C, Mummery C, Everts V, de Vries TJ, Ramos YFM, and Meulenbelt I
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- Humans, Bone Remodeling, Mutation, Osteoprotegerin genetics, Osteoprotegerin metabolism, RANK Ligand metabolism, Calcinosis metabolism, Cartilage, Articular metabolism, Chondrocalcinosis metabolism, Induced Pluripotent Stem Cells metabolism
- Abstract
Objectives: To study the mechanism by which the readthrough mutation in TNFRSF11B, encoding osteoprotegerin (OPG) with additional 19 amino acids at its C-terminus (OPG-XL), causes the characteristic bidirectional phenotype of subchondral bone turnover accompanied by cartilage mineralization in chondrocalcinosis patients., Methods: OPG-XL was studied by human induced pluripotent stem cells expressing OPG-XL and two isogenic CRISPR/Cas9-corrected controls in cartilage and bone organoids. Osteoclastogenesis was studied with monocytes from OPG-XL carriers and matched healthy controls followed by gene expression characterization. Dual energy X-ray absorptiometry scans and MRI analyses were used to characterize the phenotype of carriers and non-carriers of the mutation., Results: Human OPG-XL carriers relative to sex- and age-matched controls showed, after an initial delay, large active osteoclasts with high number of nuclei. By employing hiPSCs expressing OPG-XL and isogenic CRISPR/Cas9-corrected controls to established cartilage and bone organoids, we demonstrated that expression of OPG-XL resulted in excessive fibrosis in cartilage and high mineralization in bone accompanied by marked downregulation of MGP, encoding matrix Gla protein, and upregulation of DIO2, encoding type 2 deiodinase, gene expression, respectively., Conclusions: The readthrough mutation at CCAL1 locus in TNFRSF11B identifies an unknown role for OPG-XL in subchondral bone turnover and cartilage mineralization in humans via DIO2 and MGP functions. Previously, OPG-XL was shown to affect binding between RANKL and heparan sulphate (HS) resulting in loss of immobilized OPG-XL. Therefore, effects may be triggered by deficiency in the immobilization of OPG-XL Since the characteristic bidirectional pathophysiology of articular cartilage calcification accompanied by low subchondral bone mineralization is also a hallmark of OA pathophysiology, our results are likely extrapolated to common arthropathies., (© The Author(s) 2022. Published by Oxford University Press on behalf of the British Society for Rheumatology.)
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- 2022
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18. Inhibiting thyroid activation in aged human explants prevents mechanical induced detrimental signalling by mitigating metabolic processes.
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Houtman E, Tuerlings M, Suchiman HED, Lakenberg N, Cornelis FMF, Mei H, Broekhuis D, Nelissen RGHH, Coutinho de Almeida R, Ramos YFM, Lories RJ, Cruz LJ, and Meulenbelt I
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- Humans, Iodide Peroxidase metabolism, Iodide Peroxidase pharmacology, Signal Transduction, Chondrocytes metabolism, Thyroid Gland metabolism, Cartilage, Articular metabolism
- Abstract
Objectives: To investigate whether the deiodinase inhibitor iopanoic acid (IOP) has chondroprotective properties, a mechanical stress induced model of human aged explants was used to test both repeated dosing and slow release of IOP., Methods: Human osteochondral explants subjected to injurious mechanical stress (65%MS) were treated with IOP or IOP encapsulated in poly lactic-co-glycolic acid-polyethylene glycol nanoparticles (NP-IOP). Changes to cartilage integrity and signalling were determined by Mankin scoring of histology, sulphated glycosaminoglycan (sGAG) release and expression levels of catabolic, anabolic and hypertrophic markers. Subsequently, on a subgroup of samples, RNA sequencing was performed on 65%MS (n = 14) and 65%MS+IOP (n = 7) treated cartilage to identify IOP's mode of action., Results: Damage from injurious mechanical stress was confirmed by increased cartilage surface damage in the Mankin score, increased sGAG release, and consistent upregulation of catabolic markers and downregulation of anabolic markers. IOP and, though less effective, NP-IOP treatment, reduced MMP13 and increased COL2A1 expression. In line with this, IOP and NP-IOP reduced cartilage surface damage induced by 65%MS, while only IOP reduced sGAG release from explants subjected to 65%MS. Lastly, differential expression analysis identified 12 genes in IOP's mode of action to be mainly involved in reducing metabolic processes (INSIG1, DHCR7, FADS1 and ACAT2) and proliferation and differentiation (CTGF, BMP5 and FOXM1)., Conclusion: Treatment with the deiodinase inhibitor IOP reduced detrimental changes of injurious mechanical stress. In addition, we identified that its mode of action was likely on metabolic processes, cell proliferation and differentiation., (© The Author(s) 2022. Published by Oxford University Press on behalf of the British Society for Rheumatology.)
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- 2022
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19. Characterizing the secretome of licensed hiPSC-derived MSCs.
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Ramos YFM, Tertel T, Shaw G, Staubach S, de Almeida RC, Suchiman E, Kuipers TB, Mei H, Barry F, Murphy M, Giebel B, and Meulenbelt I
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- Cell- and Tissue-Based Therapy, Humans, Secretome, Extracellular Vesicles metabolism, Induced Pluripotent Stem Cells metabolism, Mesenchymal Stem Cells metabolism
- Abstract
Although mesenchymal stromal cells (MSCs) from primary tissues have been successfully applied in the clinic, their expansion capabilities are limited and results are variable. MSCs derived from human-induced pluripotent stem cells (hiMSCs) are expected to overcome these limitations and serve as a reproducible and sustainable cell source. We have explored characteristics and therapeutic potential of hiMSCs in comparison to hBMSCs. RNA sequencing confirmed high resemblance, with average Pearson correlation of 0.88 and Jaccard similarity index of 0.99, and similar to hBMSCs the hiMSCs released extracellular vesicles with in vitro immunomodulatory properties. Potency assay with TNFα and IFNγ demonstrated an increase in well-known immunomodulatory genes such as IDO1, CXCL8/IL8, and HLA-DRA which was also highlighted by enhanced secretion in the media. Notably, expression of 125 genes increased more than 1000-fold. These genes were predicted to be regulated by NFΚB signaling, known to play a central role in immune response. Altogether, our data qualify hiMSCs as a promising source for cell therapy and/or cell-based therapeutic products. Additionally, the herewith generated database will add to our understanding of the mode of action of regenerative cell-based therapies and could be used to identify relevant potency markers., (© 2022. The Author(s).)
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- 2022
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20. Long non-coding RNA expression profiling of subchondral bone reveals AC005165.1 modifying FRZB expression during osteoarthritis.
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Tuerlings M, van Hoolwerff M, van Bokkum JM, Suchiman HED, Lakenberg N, Broekhuis D, Nelissen RGHH, Ramos YFM, Mei H, Cats D, Coutinho de Almeida R, and Meulenbelt I
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- Bone and Bones metabolism, Humans, Knee Joint metabolism, RNA, Messenger genetics, Cartilage, Articular metabolism, Intracellular Signaling Peptides and Proteins genetics, Osteoarthritis genetics, Osteoarthritis metabolism, Osteoarthritis, Knee diagnosis, Osteoarthritis, Knee genetics, Osteoarthritis, Knee surgery, RNA, Long Noncoding genetics
- Abstract
Objective: To gain insight in the expression profile of long non-coding RNAs (lncRNAs) in OA subchondral bone., Methods: RNA sequencing data of macroscopically preserved and lesioned OA subchondral bone of patients that underwent joint replacement surgery due to OA (N = 22 pairs; 5 hips, 17 knees, Research osteoArthrits Articular Tissue (RAAK study) was run through an in-house pipeline to detect expression of lncRNAs. Differential expression analysis between preserved and lesioned bone was performed. Spearman correlations were calculated between differentially expressed lncRNAs and differentially expressed mRNAs identified previously in the same samples. Primary osteogenic cells were transfected with locked nucleic acid (LNA) GapmeRs targeting AC005165.1 lncRNA, to functionally investigate its potential mRNA targets., Results: In total, 2816 lncRNAs were well-expressed in subchondral bone and we identified 233 lncRNAs exclusively expressed in knee and 307 lncRNAs exclusively in hip. Differential expression analysis, using all samples (N = 22 pairs; 5 hips, 17 knees), resulted in 21 differentially expressed lncRNAs [false discovery rate (FDR) < 0.05, fold change (FC) range 1.19-7.39], including long intergenic non-protein coding RNA (LINC) 1411 (LINC01411, FC = 7.39, FDR = 2.20 × 10-8), AC005165.1 (FC = 0.44, FDR = 2.37 × 10-6) and empty spiracles homeobox 2 opposite strand RNA (EMX2OS, FC = 0.41, FDR = 7.64 × 10-3). Among the differentially expressed lncRNAs, five were also differentially expressed in articular cartilage, including AC005165.1, showing similar direction of effect. Downregulation of AC005165.1 in primary osteogenic cells resulted in consistent downregulation of highly correlated frizzled related protein (FRZB)., Conclusion: The current study identified a novel lncRNA, AC005165.1, being dysregulated in OA articular cartilage and subchondral bone. Downregulation of AC005165.1 caused a decreased expression of OA risk gene FRZB, an important member of the wnt pathway, suggesting that AC005165.1 could be an attractive potential therapeutic target with effects in articular cartilage and subchondral bone., (© The Author(s) 2021. Published by Oxford University Press on behalf of the British Society for Rheumatology.)
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- 2022
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21. The role of TNFRSF11B in development of osteoarthritic cartilage.
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Rodríguez Ruiz A, Tuerlings M, Das A, Coutinho de Almeida R, Suchiman HED, Nelissen RGHH, Ramos YFM, and Meulenbelt I
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- Aged, Cartilage metabolism, Cartilage Diseases metabolism, Cells, Cultured, Chondrocytes metabolism, Enzyme-Linked Immunosorbent Assay, Female, Humans, Osteoarthritis metabolism, Polymerase Chain Reaction, Cartilage Diseases etiology, Osteoarthritis etiology, Osteoprotegerin metabolism
- Abstract
Objectives: OA is a complex genetic disease with different risk factors contributing to its development. One of the genes, TNFRSF11B, previously identified with gain-of-function mutation in a family with early-onset OA with chondrocalcinosis, is among the highest upregulated genes in lesioned OA cartilage (RAAK-study). Here, we determined the role of TNFRSF11B overexpression in development of OA., Methods: Human primary articular chondrocytes (9 donors RAAK study) were transduced using lentiviral particles with or without TNFRSF11B. Cells were cultured for 1 week in a 3 D in-vitro chondrogenic model. TNFRSF11B overexpression was confirmed by RT-qPCR, immunohistochemistry and ELISA. Effects of TNFRSF11B overexpression on cartilage matrix deposition, matrix mineralization, and genes highly correlated to TNFRSF11B in RNA-sequencing dataset (r >0.75) were determined by RT-qPCR. Additionally, glycosaminoglycans and collagen deposition were visualized with Alcian blue staining and immunohistochemistry (COL1 and COL2)., Results: Overexpression of TNFRSF11B resulted in strong upregulation of MMP13, COL2A1 and COL1A1. Likewise, mineralization and osteoblast characteristic markers RUNX2, ASPN and OGN showed a consistent increase. Among 30 genes highly correlated to TNFRSF11B, expression of only eight changed significantly, with BMP6 showing the highest increase (9-fold) while expression of RANK and RANKL remained unchanged indicating previously unknown downstream pathways of TNFRSF11B in cartilage., Conclusion: Results of our 3D in vitro chondrogenesis model indicate that upregulation of TNFRSF11B in lesioned OA cartilage may act as a direct driving factor for chondrocyte to osteoblast transition observed in OA pathophysiology. This transition does not appear to act via the OPG/RANK/RANKL triad common in bone remodeling., (© The Author(s) 2021. Published by Oxford University Press on behalf of the British Society for Rheumatology.)
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- 2022
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22. A human in vitro 3D neo-cartilage model to explore the response of OA risk genes to hyper-physiological mechanical stress.
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Timmermans RGM, Bloks NGC, Tuerlings M, van Hoolwerff M, Nelissen RGHH, van der Wal RJP, van der Kraan PM, Blom AB, van den Bosch MHJ, Ramos YFM, and Meulenbelt I
- Abstract
Objective: Due to the complexity and heterogeneity of osteoarthritis (OA) pathophysiology, studying the interaction between intrinsic molecular changes in chondrocytes after hyper-physiological mechanical stress (MS) and aberrant signalling of OA risk genes remains a challenge. In this study we set out to set up an in vitro 3D neo cartilage pellet model that enables us to explore the responses of OA risk genes to hyper-physiological MS., Design: Human primary chondrocyte neo-cartilage pellets were exposed for 2 days to 2 × 10 min of hyper-physiological dynamic MS attained by a 20% strain and a frequency of 5 Hz. In order to assess cartilage damage, sulphated glycosaminoglycan (sGAG) content in the neo-cartilage was quantified using Alcian blue staining and a dimethyl methylene blue (DMMB) assay, while cleavage of aggrecan was visualized by immunohistochemical staining of aggrecan neo-epitope NITEGE. In addition, changes in expression levels of catabolic, anabolic and hypertrophic genes, and of three OA risk genes; IL11 , MGP and TGFA were determined., Results: Hyper-physiological MS induced cartilage damage, as reflected by decreased sGAG content. mRNA levels of aggrecanase ADAMTS5 were increased, while hypertrophic gene RUNX2 was downregulated. MS increased expression of pro-apoptotic marker NOXA . Furthermore, 20% MS led to increased expression of all three OA risk genes IL11 , MGP and TGFA ., Conclusions: We established a human in vitro model in which hyper-physiological MS induced cartilage damage and catabolic signalling. Next, we demonstrated its usage to study OA risk genes and their response to the mechanical aspects of OA pathophysiology., Competing Interests: All authors declare that they have nothing to disclose., (© 2021 The Authors.)
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- 2021
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23. Clock genes for joint health: if we could turn back time.
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Ramos YFM, Meulenbelt I, and Meijer JH
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- Humans, Circadian Rhythm
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- 2021
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24. High-impact FN1 mutation decreases chondrogenic potential and affects cartilage deposition via decreased binding to collagen type II.
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van Hoolwerff M, Rodríguez Ruiz A, Bouma M, Suchiman HED, Koning RI, Jost CR, Mulder AA, Freund C, Guilak F, Ramos YFM, and Meulenbelt I
- Abstract
Osteoarthritis is the most prevalent joint disease worldwide, yet progress in development of effective disease-modifying treatments is slow because of lack of insight into the underlying disease pathways. Therefore, we aimed to identify the causal pathogenic mutation in an early-onset osteoarthritis family, followed by functional studies in human induced pluripotent stem cells (hiPSCs) in an in vitro organoid cartilage model. We demonstrated that the identified causal missense mutation in the gelatin-binding domain of the extracellular matrix protein fibronectin resulted in significant decreased binding capacity to collagen type II. Further analyses of formed hiPSC-derived neo-cartilage tissue highlighted that mutated fibronectin affected chondrogenic capacity and propensity to a procatabolic osteoarthritic state. Together, we demonstrate that binding of fibronectin to collagen type II is crucial for fibronectin downstream gene expression of chondrocytes. We advocate that effective treatment development should focus on restoring or maintaining proper binding between fibronectin and collagen type II.
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- 2021
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25. Cartilage from human-induced pluripotent stem cells: comparison with neo-cartilage from chondrocytes and bone marrow mesenchymal stromal cells.
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Rodríguez Ruiz A, Dicks A, Tuerlings M, Schepers K, van Pel M, Nelissen RGHH, Freund C, Mummery CL, Orlova V, Guilak F, Meulenbelt I, and Ramos YFM
- Subjects
- Cartilage metabolism, Cell Differentiation, Cell Line, Chondrocytes metabolism, Chondrogenesis, Humans, Induced Pluripotent Stem Cells metabolism, Mesenchymal Stem Cells metabolism, Transcriptome, Cartilage cytology, Chondrocytes cytology, Induced Pluripotent Stem Cells cytology, Mesenchymal Stem Cells cytology
- Abstract
Cartilage has little intrinsic capacity for repair, so transplantation of exogenous cartilage cells is considered a realistic option for cartilage regeneration. We explored whether human-induced pluripotent stem cells (hiPSCs) could represent such unlimited cell sources for neo-cartilage comparable to human primary articular chondrocytes (hPACs) or human bone marrow-derived mesenchymal stromal cells (hBMSCs). For this, chondroprogenitor cells (hiCPCs) and hiPSC-derived mesenchymal stromal cells (hiMSCs) were generated from two independent hiPSC lines and characterized by morphology, flow cytometry, and differentiation potential. Chondrogenesis was compared to hBMSCs and hPACs by histology, immunohistochemistry, and RT-qPCR, while similarities were estimated based on Pearson correlations using a panel of 20 relevant genes. Our data show successful differentiations of hiPSC into hiMSCs and hiCPCs. Characteristic hBMSC markers were shared between hBMSCs and hiMSCs, with the exception of CD146 and CD45. However, neo-cartilage generated from hiMSCs showed low resemblances when compared to hBMSCs (53%) and hPACs (39%) characterized by lower collagen type 2 and higher collagen type 1 expression. Contrarily, hiCPC neo-cartilage generated neo-cartilage more similar to hPACs (65%), with stronger expression of matrix deposition markers. Our study shows that taking a stepwise approach to generate neo-cartilage from hiPSCs via chondroprogenitor cells results in strong similarities to neo-cartilage of hPACs within 3 weeks following chondrogenesis, making them a potential candidate for regenerative therapies. Contrarily, neo-cartilage deposited by hiMSCs seems more prone to hypertrophic characteristics compared to hPACs. We therefore compared chondrocytes derived from hiMSCs and hiCPCs with hPACs and hBMSCs to outline similarities and differences between their neo-cartilage and establish their potential suitability for regenerative medicine and disease modelling., (© 2021. The Author(s).)
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- 2021
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26. Circulating MicroRNAs Highly Correlate to Expression of Cartilage Genes Potentially Reflecting OA Susceptibility-Towards Identification of Applicable Early OA Biomarkers.
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Ramos YFM, Coutinho de Almeida R, Lakenberg N, Suchiman E, Mei H, Kloppenburg M, Nelissen RGHH, and Meulenbelt I
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- Aged, Aged, 80 and over, Cartilage, Articular pathology, Circulating MicroRNA metabolism, Disease Progression, Disease Susceptibility, Female, Humans, Male, Middle Aged, Protein Interaction Maps genetics, ROC Curve, Biomarkers metabolism, Cartilage, Articular metabolism, Circulating MicroRNA blood, Circulating MicroRNA genetics, Gene Expression Regulation, Genetic Predisposition to Disease, Osteoarthritis blood, Osteoarthritis genetics
- Abstract
Objective: To identify and validate circulating micro RNAs (miRNAs) that mark gene expression changes in articular cartilage early in osteoarthritis (OA) pathophysiology process., Methods: Within the ongoing RAAK study, human preserved OA cartilage and plasma ( N = 22 paired samples) was collected for RNA sequencing (respectively mRNA and miRNA). Spearman correlation was determined for 114 cartilage genes consistently and significantly differentially expressed early in osteoarthritis and 384 plasma miRNAs. Subsequently, the minimal number of circulating miRNAs serving to discriminate between progressors and non-progressors was assessed by regression analysis and area under receiver operating curves (AUC) was calculated with progression data and plasma miRNA sequencing from the GARP study ( N = 71)., Results: We identified strong correlations (ρ ≥ |0.7|) among expression levels of 34 unique plasma miRNAs and 21 genes, including 4 genes that correlated with multiple miRNAs. The strongest correlation was between let-7d-5p and EGFLAM (ρ = -0.75, P = 6.9 × 10
-5 ). Regression analysis of the 34 miRNAs resulted in a set of 7 miRNAs that, when applied to the GARP study, demonstrated clinically relevant predictive value with AUC > 0.8 for OA progression over 2 years and near-clinical value for progression over 5 years- (AUC = 0.8)., Conclusions: We show that plasma miRNAs levels reflect gene expression levels in cartilage and can be exploited to represent ongoing pathophysiological processes in articular cartilage. We advocate that identified signature of 7 plasma miRNAs can contribute to direct further studies toward early biomarkers predictive for progression of osteoarthritis over 2 and 5 years.- Published
- 2021
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27. Elucidating mechano-pathology of osteoarthritis: transcriptome-wide differences in mechanically stressed aged human cartilage explants.
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Houtman E, Tuerlings M, Riechelman J, Suchiman EHED, van der Wal RJP, Nelissen RGHH, Mei H, Ramos YFM, Coutinho de Almeida R, and Meulenbelt I
- Subjects
- Cells, Cultured, Chondrocytes, Humans, Transcriptome, Cartilage, Articular, Osteoarthritis genetics
- Abstract
Background: Failing of intrinsic chondrocyte repair after mechanical stress is known as one of the most important initiators of osteoarthritis. Nonetheless, insight into these early mechano-pathophysiological processes in age-related human articular cartilage is still lacking. Such insights are needed to advance clinical development. To highlight important molecular processes of osteoarthritis mechano-pathology, the transcriptome-wide changes following injurious mechanical stress on human aged osteochondral explants were characterized., Methods: Following mechanical stress at a strain of 65% (65%MS) on human osteochondral explants (n
65%MS = 14 versus ncontrol = 14), RNA sequencing was performed. Differential expression analysis between control and 65%MS was performed to determine mechanical stress-specific changes. Enrichment for pathways and protein-protein interactions was analyzed with Enrichr and STRING., Results: We identified 156 genes significantly differentially expressed between control and 65%MS human osteochondral explants. Of note, IGFBP5 (FC = 6.01; FDR = 7.81 × 10-3 ) and MMP13 (FC = 5.19; FDR = 4.84 × 10-2 ) were the highest upregulated genes, while IGFBP6 (FC = 0.19; FDR = 3.07 × 10-4 ) was the most downregulated gene. Protein-protein interactions were significantly higher than expected by chance (P = 1.44 × 10-15 with connections between 116 out of 156 genes). Pathway analysis showed, among others, enrichment for cellular senescence, insulin-like growth factor (IGF) I and II binding, and focal adhesion., Conclusions: Our results faithfully represent transcriptomic wide consequences of mechanical stress in human aged articular cartilage with MMP13, IGF binding proteins, and cellular senescence as the most notable results. Acquired knowledge on the as such identified initial, osteoarthritis-related, detrimental responses of chondrocytes may eventually contribute to the development of effective disease-modifying osteoarthritis treatments., (© 2021. The Author(s).)- Published
- 2021
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28. Characterization of dynamic changes in Matrix Gla Protein (MGP) gene expression as function of genetic risk alleles, osteoarthritis relevant stimuli, and the vitamin K inhibitor warfarin.
- Author
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Houtman E, Coutinho de Almeida R, Tuerlings M, Suchiman HED, Broekhuis D, Nelissen RGHH, Ramos YFM, van Meurs JBJ, and Meulenbelt I
- Subjects
- Alleles, Calcium-Binding Proteins genetics, Cell Adhesion Molecules metabolism, Collagen Type I, alpha 1 Chain metabolism, Collagen Type X metabolism, Down-Regulation, Extracellular Matrix Proteins genetics, Gene Expression, Humans, Matrix Metalloproteinase 3 metabolism, Osteoarthritis metabolism, RNA, Messenger metabolism, SOX9 Transcription Factor metabolism, Up-Regulation, Warfarin pharmacology, Matrix Gla Protein, Calcium-Binding Proteins metabolism, Cartilage, Articular metabolism, Extracellular Matrix Proteins metabolism, Osteoarthritis genetics, Vitamin K antagonists & inhibitors, Warfarin pharmacokinetics
- Abstract
Objective: We here aimed to characterize changes of Matrix Gla Protein (MGP) expression in relation to its recently identified OA risk allele rs1800801-T in OA cartilage, subchondral bone and human ex vivo osteochondral explants subjected to OA related stimuli. Given that MGP function depends on vitamin K bioavailability, we studied the effect of frequently prescribed vitamin K antagonist warfarin., Methods: Differential (allelic) mRNA expression of MGP was analyzed using RNA-sequencing data of human OA cartilage and subchondral bone. Human osteochondral explants were used to study exposures to interleukin one beta (IL-1β; inflammation), triiodothyronine (T3; Hypertrophy), warfarin, or 65% mechanical stress (65%MS) as function of rs1800801 genotypes., Results: We confirmed that the MGP risk allele rs1800801-T was associated with lower expression and that MGP was significantly upregulated in lesioned as compared to preserved OA tissues, mainly in risk allele carriers, in both cartilage and subchondral bone. Moreover, MGP expression was downregulated in response to OA like triggers in cartilage and subchondral bone and this effect might be reduced in carriers of the rs1800801-T risk allele. Finally, warfarin treatment in cartilage increased COL10A1 and reduced SOX9 and MMP3 expression and in subchondral bone reduced COL1A1 and POSTN expression., Discussion & Conclusions: Our data highlights that the genetic risk allele lowers MGP expression and upon OA relevant triggers may hamper adequate dynamic changes in MGP expression, mainly in cartilage. The determined direct negative effect of warfarin on human explant cultures functionally underscores the previously found association between vitamin K deficiency and OA., (Copyright © 2021 The Authors. Published by Elsevier Ltd.. All rights reserved.)
- Published
- 2021
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29. Censoring exosomal crosstalk in osteoarthritis.
- Author
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Meulenbelt I, Ramos YFM, Baglio SR, and Pegtel DM
- Subjects
- Humans, Chondrocytes, Osteoclasts, Cell Physiological Phenomena, MicroRNAs, Osteoarthritis
- Published
- 2021
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30. Identification and characterization of two consistent osteoarthritis subtypes by transcriptome and clinical data integration.
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Coutinho de Almeida R, Mahfouz A, Mei H, Houtman E, den Hollander W, Soul J, Suchiman E, Lakenberg N, Meessen J, Huetink K, Nelissen RGHH, Ramos YFM, Reinders M, and Meulenbelt I
- Subjects
- Aged, Cartilage, Articular metabolism, Cluster Analysis, Down-Regulation, Female, Humans, Male, Microarray Analysis, Osteoarthritis, Hip metabolism, Osteoarthritis, Knee metabolism, Phenotype, Up-Regulation, Gene Expression Profiling, Osteoarthritis, Hip genetics, Osteoarthritis, Knee genetics, RNA, Messenger metabolism
- Abstract
Objective: To identify OA subtypes based on cartilage transcriptomic data in cartilage tissue and characterize their underlying pathophysiological processes and/or clinically relevant characteristics., Methods: This study includes n = 66 primary OA patients (41 knees and 25 hips), who underwent a joint replacement surgery, from which macroscopically unaffected (preserved, n = 56) and lesioned (n = 45) OA articular cartilage were collected [Research Arthritis and Articular Cartilage (RAAK) study]. Unsupervised hierarchical clustering analysis on preserved cartilage transcriptome followed by clinical data integration was performed. Protein-protein interaction (PPI) followed by pathway enrichment analysis were done for genes significant differentially expressed between subgroups with interactions in the PPI network., Results: Analysis of preserved samples (n = 56) resulted in two OA subtypes with n = 41 (cluster A) and n = 15 (cluster B) patients. The transcriptomic profile of cluster B cartilage, relative to cluster A (DE-AB genes) showed among others a pronounced upregulation of multiple genes involved in chemokine pathways. Nevertheless, upon investigating the OA pathophysiology in cluster B patients as reflected by differentially expressed genes between preserved and lesioned OA cartilage (DE-OA-B genes), the chemokine genes were significantly downregulated with OA pathophysiology. Upon integrating radiographic OA data, we showed that the OA phenotype among cluster B patients, relative to cluster A, may be characterized by higher joint space narrowing (JSN) scores and low osteophyte (OP) scores., Conclusion: Based on whole-transcriptome profiling, we identified two robust OA subtypes characterized by unique OA, pathophysiological processes in cartilage as well as a clinical phenotype. We advocate that further characterization, confirmation and clinical data integration is a prerequisite to allow for development of treatments towards personalized care with concurrently more effective treatment response., (© The Author(s) 2020. Published by Oxford University Press on behalf of the British Society for Rheumatology.)
- Published
- 2021
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31. Human Osteochondral Explants: Reliable Biomimetic Models to Investigate Disease Mechanisms and Develop Personalized Treatments for Osteoarthritis.
- Author
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Houtman E, van Hoolwerff M, Lakenberg N, Suchiman EHD, van der Linden-van der Zwaag E, Nelissen RGHH, Ramos YFM, and Meulenbelt I
- Abstract
Introduction: Likely due to ignored heterogeneity in disease pathophysiology, osteoarthritis (OA) has become the most common disabling joint disease, without effective disease-modifying treatment causing a large social and economic burden. In this study we set out to explore responses of aged human osteochondral explants upon different OA-related perturbing triggers (inflammation, hypertrophy and mechanical stress) for future tailored biomimetic human models., Methods: Human osteochondral explants were treated with IL-1β (10 ng/ml) or triiodothyronine (T3; 10 nM) or received 65% strains of mechanical stress (65% MS). Changes in chondrocyte signalling were determined by expression levels of nine genes involved in catabolism, anabolism and hypertrophy. Breakdown of cartilage was measured by sulphated glycosaminoglycans (sGAGs) release, scoring histological changes (Mankin score) and mechanical properties of cartilage., Results: All three perturbations (IL-1β, T3 and 65% MS) resulted in upregulation of the catabolic genes MMP13 and EPAS1. IL-1β abolished COL2A1 and ACAN gene expression and increased cartilage degeneration, reflected by increased Mankin scores and sGAGs released. Treatment with T3 resulted in a high and significant upregulation of the hypertrophic markers COL1A1, COL10A1 and ALPL. However, 65% MS increased sGAG release and detrimentally altered mechanical properties of cartilage., Conclusion: We present consistent and specific output on three different triggers of OA. Perturbation with the pro-inflammatory IL-1β mainly induced catabolic chondrocyte signalling and cartilage breakdown, while T3 initiated expression of hypertrophic and mineralization markers. Mechanical stress at a strain of 65% induced catabolic chondrocyte signalling and changed cartilage matrix integrity. The major strength of our ex vivo models was that they considered aged, preserved, human cartilage of a heterogeneous OA patient population. As a result, the explants may reflect a reliable biomimetic model prone to OA onset allowing for development of different treatment modalities.
- Published
- 2021
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32. Variants of FOXO3 and RPA3 genes affecting IGF-1 levels alter the risk of development of primary osteoarthritis.
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Pelsma ICM, Claessen KMJA, Slagboom PE, van Heemst D, Pereira AM, Kroon HM, Ramos YFM, Kloppenburg M, Biermasz NR, and Meulenbelt IM
- Subjects
- Aged, Alleles, Case-Control Studies, Female, Genotype, Humans, Logistic Models, Male, Middle Aged, Osteoarthritis, Hip genetics, Osteoarthritis, Knee genetics, Polymorphism, Single Nucleotide, Quantitative Trait Loci, Sex Factors, DNA-Binding Proteins genetics, Forkhead Box Protein O3 genetics, Genetic Predisposition to Disease genetics, Insulin-Like Growth Factor I genetics, Osteoarthritis genetics
- Abstract
Introduction: Pathologically high growth hormone (GH) and insulin-like growth factor-1 (IGF-1) levels in patients with acromegaly are associated with arthropathy. Several studies highlight the potential role of the GH/IGF-1 axis in primary osteoarthritis (OA). We aimed to disentangle the role of IGF-1 levels in primary OA pathogenesis., Methods: Patients from the Genetics osteoARthritis and Progression (GARP) Study with familial, generalized, symptomatic OA (n = 337, mean age: 59.8 ± 7.4 years, 82% female) were compared to Leiden Longevity Study (LLS) controls (n = 456, mean age: 59.8 ± 6.8 years, 51% female). Subjects were clinically and radiographically assessed, serum IGF-1 levels were measured, and 10 quantitative trait loci (QTL) in the FOXO3, IGFBP3/TNS3, RPA3, SPOCK2 genes, previously related to serum IGF-1 levels, were genotyped. Linear or binary logistic generalized estimating equation models were performed., Results: Serum IGF-1 levels were increased in OA patients, with male patients exhibiting the strongest effect (males OR = 1.10 (1.04-1.17), P=0.002 vs females OR = 1.04 (1.01-1.07), P = 0.02). Independent of the increased IGF-1 levels, male carriers of the minor allele of FOXO3 QTL rs4946936 had a lower risk to develop hip OA (OR = 0.41 (0.18-0.90), P = 0.026). Additionally, independent of IGF-1 levels, female carriers of the minor alleles of RPA3 QTL rs11769597 had a higher risk to develop knee OA (OR = 1.90 (1.20-2.99), P = 0.006)., Conclusion: Patients with primary OA had significantly higher IGF-1 levels compared to controls. Moreover, SNPs in the FOXO3 and RPA3 genes were associated with an altered risk of OA. Therefore, altered IGF-1 levels affect the development of OA, and are potentially the result of the pathophysiological OA process.
- Published
- 2021
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33. Protocol for the Isolation of Intact Chondrons from Healthy and Osteoarthritic Human Articular Cartilage.
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Uzieliene I, Denkovskij J, Bernotiene E, Kalvaityte U, Vaiciuleviciute R, Ramos YFM, and Mobasheri A
- Subjects
- Biomarkers, Cell Survival, Cells, Cultured, Chondrocytes metabolism, Extracellular Matrix metabolism, Humans, Immunohistochemistry, Cartilage, Articular cytology, Cell Separation methods, Chondrocytes cytology, Osteoarthritis pathology
- Abstract
Chondrons are the main functional microanatomical units in cartilage, consisting of chondrocytes and the directly surrounding pericellular matrix (PCM). They have attracted attention as a more physiological and biomimetic in vitro model for evaluating chondrocyte function and metabolism as compared to single chondrocytes. Chondrons may be more suitable for in vitro studies than primary chondrocytes that have been isolated without PCM since their in situ and in vivo states remain intact: chondrocytes within their PCM do not undergo the rapid dedifferentiation that proliferating single chondrocytes undergo in culture. Therefore, chondrons may be a better model for studying chondrocyte biology and responses to pro-inflammatory and anti-inflammatory cytokines, growth factors and novel therapeutics. In this chapter, we present a concise and unified protocol for enzymatic isolation of intact chondrons from human articular cartilage and determination of their viability.
- Published
- 2021
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34. MicroRNAs and Regulation of Autophagy in Chondrocytes.
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Ramos YFM and Mobasheri A
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- Cartilage, Articular cytology, Cartilage, Articular metabolism, Chondrogenesis genetics, Extracellular Matrix metabolism, Gene Regulatory Networks, Humans, Osteoarthritis genetics, Osteoarthritis metabolism, Osteoarthritis pathology, RNA Interference, Autophagy genetics, Chondrocytes metabolism, Gene Expression Regulation, MicroRNAs genetics
- Abstract
Chondrocytes are the main cells responsible for the maintenance of cartilage homeostasis and integrity. During development, extracellular matrix (ECM) macromolecules are produced and deposited by chondrocyte precursors. Autophagy, a highly dynamic process aimed at degradation of dysfunctional or pathogenic proteins, organelles, and intracellular microbes that can damage tissues, is one of the key processes required for sustained cartilage homeostasis. In different cell types it has been shown that, among others, autophagy is regulated by epigenetic mechanisms such as small noncoding RNAs (miRNAs, ~22 base pairs). Increasing evidence suggests that miRNAs are also involved in the regulation of autophagy in chondrocytes. Based on our previous research of gene and miRNA expression in articular cartilage, in this chapter we provide a summary of the tools models to direct in vitro and in vivo studies aimed at gaining a better understanding of the regulatory roles of miRNAs in chondrocyte autophagy.
- Published
- 2021
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35. Elucidating Epigenetic Regulation by Identifying Functional cis-Acting Long Noncoding RNAs and Their Targets in Osteoarthritic Articular Cartilage.
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van Hoolwerff M, Metselaar PI, Tuerlings M, Suchiman HED, Lakenberg N, Ramos YFM, Cats D, Nelissen RGHH, Broekhuis D, Mei H, de Almeida RC, and Meulenbelt I
- Subjects
- Aged, Aged, 80 and over, Cartilage, Articular pathology, Female, Gene Expression Profiling, Humans, Male, Middle Aged, Osteoarthritis, Hip genetics, Osteoarthritis, Hip pathology, Osteoarthritis, Knee genetics, Osteoarthritis, Knee pathology, RNA, Long Noncoding genetics, Cartilage, Articular metabolism, Epigenesis, Genetic, Osteoarthritis, Hip metabolism, Osteoarthritis, Knee metabolism, RNA, Long Noncoding metabolism
- Abstract
Objective: To identify robustly differentially expressed long noncoding RNAs (lncRNAs) with osteoarthritis (OA) pathophysiology in cartilage and to explore potential target messenger RNA (mRNA) by establishing coexpression networks, followed by functional validation., Methods: RNA sequencing was performed on macroscopically lesioned and preserved OA cartilage from patients who underwent joint replacement surgery due to OA (n = 98). Differential expression analysis was performed on lncRNAs that were annotated in GENCODE and Ensembl databases. To identify potential interactions, correlations were calculated between the identified differentially expressed lncRNAs and the previously reported differentially expressed protein-coding genes in the same samples. Modulation of chondrocyte lncRNA expression was achieved using locked nucleic acid GapmeRs., Results: By applying our in-house pipeline, we identified 5,053 lncRNAs that were robustly expressed, of which 191 were significantly differentially expressed (according to false discovery rate) between lesioned and preserved OA cartilage. Upon integrating mRNA sequencing data, we showed that intergenic and antisense differentially expressed lncRNAs demonstrate high, positive correlations with their respective flanking sense genes. To functionally validate this observation, we selected P3H2-AS1, which was down-regulated in primary chondrocytes, resulting in the down-regulation of P3H2 gene expression levels. As such, we can confirm that P3H2-AS1 regulates its sense gene P3H2., Conclusion: By applying an improved detection strategy, robustly differentially expressed lncRNAs in OA cartilage were detected. Integration of these lncRNAs with differential mRNA expression levels in the same samples provided insight into their regulatory networks. Our data indicates that intergenic and antisense lncRNAs play an important role in regulating the pathophysiology of OA., (© 2020 The Authors. Arthritis & Rheumatology published by Wiley Periodicals LLC on behalf of American College of Rheumatology.)
- Published
- 2020
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36. The miRNA-mRNA interactome of murine induced pluripotent stem cell-derived chondrocytes in response to inflammatory cytokines.
- Author
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Ross AK, Coutinho de Almeida R, Ramos YFM, Li J, Meulenbelt I, and Guilak F
- Subjects
- Animals, Cartilage, Articular cytology, Cartilage, Articular drug effects, Cartilage, Articular metabolism, Cells, Cultured, Chondrocytes cytology, Chondrocytes metabolism, Gene Expression Regulation drug effects, Gene Regulatory Networks drug effects, Gene Regulatory Networks genetics, Humans, Induced Pluripotent Stem Cells cytology, Interleukin-1beta pharmacology, Mice, Inbred C57BL, MicroRNAs metabolism, RNA, Messenger metabolism, Tissue Engineering methods, Transcriptome drug effects, Transcriptome genetics, Tumor Necrosis Factor-alpha pharmacology, Chondrocytes drug effects, Cytokines pharmacology, Induced Pluripotent Stem Cells metabolism, Inflammation Mediators pharmacology, MicroRNAs genetics, RNA, Messenger genetics
- Abstract
Osteoarthritis (OA) is a degenerative joint disease, and inflammation within an arthritic joint plays a critical role in disease progression. Pro-inflammatory cytokines, specifically IL-1 and TNF-α, induce aberrant expression of catabolic and degradative enzymes and inflammatory cytokines in OA and result in a challenging environment for cartilage repair and regeneration. MicroRNAs (miRNAS) are small noncoding RNAs and are important regulatory molecules that act by binding to target messenger RNAs (mRNAs) to reduce protein synthesis and have been implicated in many diseases, including OA. The goal of this study was to understand the mechanisms of miRNA regulation of the transcriptome of tissue-engineered cartilage in response to IL-1β and TNF-α using an in vitro murine induced pluripotent stem cell (miPSC) model system. We performed miRNA and mRNA sequencing to determine the temporal and dynamic responses of genes to specific inflammatory cytokines as well as miRNAs that are differentially expressed (DE) in response to both cytokines or exclusively to IL-1β or TNF-α. Through integration of mRNA and miRNA sequencing data, we created networks of miRNA-mRNA interactions which may be controlling the response to inflammatory cytokines. Within the networks, hub miRNAs, miR-29b-3p, miR-17-5p, and miR-20a-5p, were identified. As validation of these findings, we found that delivery of miR-17-5p and miR-20a-5p mimics significantly decreased degradative enzyme activity levels while also decreasing expression of inflammation-related genes in cytokine-treated cells. This study utilized an integrative approach to determine the miRNA interactome controlling the response to inflammatory cytokines and novel mediators of inflammation-driven degradation in tissue-engineered cartilage., (© 2020 Federation of American Societies for Experimental Biology.)
- Published
- 2020
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37. Increased WISP1 expression in human osteoarthritic articular cartilage is epigenetically regulated and decreases cartilage matrix production.
- Author
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van den Bosch MHJ, Ramos YFM, den Hollander W, Bomer N, Nelissen RGHH, Bovée JVMG, van den Berg WB, van Lent PLEM, Blom AB, van der Kraan PM, and Meulenbelt I
- Subjects
- Chondrocytes metabolism, DNA Methylation, Epigenesis, Genetic, Humans, Knee Joint metabolism, CCN Intercellular Signaling Proteins metabolism, Cartilage, Articular metabolism, Osteoarthritis, Knee metabolism, Proto-Oncogene Proteins metabolism
- Abstract
Objectives: Previously, we have shown the involvement of Wnt-activated protein Wnt-1-induced signaling protein 1 (WISP1) in the development of OA in mice. Here, we aimed to characterize the relation between WISP1 expression and human OA and its regulatory epigenetic determinants., Methods: Preserved and lesioned articular cartilage from end-stage OA patients and non-OA-diagnosed individuals was collected. WISP1 expression was determined using immunohistochemistry and damage was classified using Mankin scoring. RNA expression and DNA methylation were assessed in silico from genome-wide datasets (microarray analysis and RNA sequencing, and 450 k-methylationarrays, respectively). Effects of WISP1 were tested in pellet cultures of primary human chondrocytes., Results: WISP1 expression in cartilage of OA patients was increased compared with non-OA-diagnosed controls and, within OA patients, WISP1 was even higher in lesioned compared with preserved regions, with expression strongly correlating with Mankin score. In early symptomatic OA patients with disease progression, higher synovial WISP1 expression was observed as compared with non-progressors. Notably, increased WISP1 expression was inversely correlated with methylation levels of a positional CpG-dinucleotide (cg10191240), with lesioned areas showing strong hypomethylation for this CpG as compared with preserved cartilage. Additionally, we observed that methylation levels were allele-dependent for an intronic single-nucleotide polymorphism nearby cg10191240. Finally, addition of recombinant WISP1 to pellets of primary chondrocytes strongly inhibited deposition of extracellular matrix as reflected by decreased pellet circumference, proteoglycan content and decreased expression of matrix components., Conclusion: Increased WISP1 expression is found in lesioned human articular cartilage, and appears epigenetically regulated via DNA methylation. In vitro assays suggest that increased WISP1 is detrimental for cartilage integrity., (© The Author(s) 2019. Published by Oxford University Press on behalf of the British Society for Rheumatology. All rights reserved. For permissions, please email: journals.permissions@oup.com.)
- Published
- 2019
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38. Annotating Transcriptional Effects of Genetic Variants in Disease-Relevant Tissue: Transcriptome-Wide Allelic Imbalance in Osteoarthritic Cartilage.
- Author
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den Hollander W, Pulyakhina I, Boer C, Bomer N, van der Breggen R, Arindrarto W, Couthino de Almeida R, Lakenberg N, Sentner T, Laros JFJ, 't Hoen PAC, Slagboom EPE, Nelissen RGHH, van Meurs J, Ramos YFM, and Meulenbelt I
- Subjects
- Adult, Female, Humans, Male, Middle Aged, Receptors, Cytokine genetics, Ribosomal Proteins genetics, Risk Factors, Sequence Analysis, RNA, Ubiquitin-Protein Ligases genetics, Allelic Imbalance genetics, Cartilage, Articular metabolism, Osteoarthritis genetics, Polymorphism, Single Nucleotide, Transcriptome genetics
- Abstract
Objective: Multiple single-nucleotide polymorphisms (SNPs) conferring susceptibility to osteoarthritis (OA) mark imbalanced expression of positional genes in articular cartilage, reflected by unequally expressed alleles among heterozygotes (allelic imbalance [AI]). We undertook this study to explore the articular cartilage transcriptome from OA patients for AI events to identify putative disease-driving genetic variation., Methods: AI was assessed in 42 preserved and 5 lesioned OA cartilage samples (from the Research Arthritis and Articular Cartilage study) for which RNA sequencing data were available. The count fraction of the alternative alleles among the alternative and reference alleles together (φ) was determined for heterozygous individuals. A meta-analysis was performed to generate a meta-φ and P value for each SNP with a false discovery rate (FDR) correction for multiple comparisons. To further validate AI events, we explored them as a function of multiple additional OA features., Results: We observed a total of 2,070 SNPs that consistently marked AI of 1,031 unique genes in articular cartilage. Of these genes, 49 were found to be significantly differentially expressed (fold change <0.5 or >2, FDR <0.05) between preserved and paired lesioned cartilage, and 18 had previously been reported to confer susceptibility to OA and/or related phenotypes. Moreover, we identified notable highly significant AI SNPs in the CRLF1, WWP2, and RPS3 genes that were related to multiple OA features., Conclusion: We present a framework and resulting data set for researchers in the OA research field to probe for disease-relevant genetic variation that affects gene expression in pivotal disease-affected tissue. This likely includes putative novel compelling OA risk genes such as CRLF1, WWP2, and RPS3., (© 2018 The Authors. Arthritis & Rheumatology published by Wiley Periodicals, Inc. on behalf of American College of Rheumatology.)
- Published
- 2019
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39. RNA sequencing data integration reveals an miRNA interactome of osteoarthritis cartilage.
- Author
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Coutinho de Almeida R, Ramos YFM, Mahfouz A, den Hollander W, Lakenberg N, Houtman E, van Hoolwerff M, Suchiman HED, Rodríguez Ruiz A, Slagboom PE, Mei H, Kiełbasa SM, Nelissen RGHH, Reinders M, and Meulenbelt I
- Subjects
- Humans, Sequence Analysis, RNA, Cartilage, Articular chemistry, Computational Biology methods, MicroRNAs analysis, Osteoarthritis genetics, RNA, Messenger analysis
- Abstract
Objective: To uncover the microRNA (miRNA) interactome of the osteoarthritis (OA) pathophysiological process in the cartilage., Methods: We performed RNA sequencing in 130 samples (n=35 and n=30 pairs for messenger RNA (mRNA) and miRNA, respectively) on macroscopically preserved and lesioned OA cartilage from the same patient and performed differential expression (DE) analysis of miRNA and mRNAs. To build an OA-specific miRNA interactome, a prioritisation scheme was applied based on inverse Pearson's correlations and inverse DE of miRNAs and mRNAs. Subsequently, these were filtered by those present in predicted (TargetScan/microT-CDS) and/or experimentally validated (miRTarBase/TarBase) public databases. Pathway enrichment analysis was applied to elucidate OA-related pathways likely mediated by miRNA regulatory mechanisms., Results: We found 142 miRNAs and 2387 mRNAs to be differentially expressed between lesioned and preserved OA articular cartilage. After applying prioritisation towards likely miRNA-mRNA targets, a regulatory network of 62 miRNAs targeting 238 mRNAs was created. Subsequent pathway enrichment analysis of these mRNAs (or genes) elucidated that genes within the 'nervous system development' are likely mediated by miRNA regulatory mechanisms (familywise error=8.4×10
-5 ). Herein NTF3 encodes neurotrophin-3, which controls survival and differentiation of neurons and which is closely related to the nerve growth factor., Conclusions: By an integrated approach of miRNA and mRNA sequencing data of OA cartilage, an OA miRNA interactome and related pathways were elucidated. Our functional data demonstrated interacting levels at which miRNA affects expression of genes in the cartilage and exemplified the complexity of functionally validating a network of genes that may be targeted by multiple miRNAs., Competing Interests: Competing interests: None declared., (© Author(s) (or their employer(s)) 2019. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ.)- Published
- 2019
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40. Genome-wide analyses identify a role for SLC17A4 and AADAT in thyroid hormone regulation.
- Author
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Teumer A, Chaker L, Groeneweg S, Li Y, Di Munno C, Barbieri C, Schultheiss UT, Traglia M, Ahluwalia TS, Akiyama M, Appel EVR, Arking DE, Arnold A, Astrup A, Beekman M, Beilby JP, Bekaert S, Boerwinkle E, Brown SJ, De Buyzere M, Campbell PJ, Ceresini G, Cerqueira C, Cucca F, Deary IJ, Deelen J, Eckardt KU, Ekici AB, Eriksson JG, Ferrrucci L, Fiers T, Fiorillo E, Ford I, Fox CS, Fuchsberger C, Galesloot TE, Gieger C, Gögele M, De Grandi A, Grarup N, Greiser KH, Haljas K, Hansen T, Harris SE, van Heemst D, den Heijer M, Hicks AA, den Hollander W, Homuth G, Hui J, Ikram MA, Ittermann T, Jensen RA, Jing J, Jukema JW, Kajantie E, Kamatani Y, Kasbohm E, Kaufman JM, Kiemeney LA, Kloppenburg M, Kronenberg F, Kubo M, Lahti J, Lapauw B, Li S, Liewald DCM, Lim EM, Linneberg A, Marina M, Mascalzoni D, Matsuda K, Medenwald D, Meisinger C, Meulenbelt I, De Meyer T, Meyer Zu Schwabedissen HE, Mikolajczyk R, Moed M, Netea-Maier RT, Nolte IM, Okada Y, Pala M, Pattaro C, Pedersen O, Petersmann A, Porcu E, Postmus I, Pramstaller PP, Psaty BM, Ramos YFM, Rawal R, Redmond P, Richards JB, Rietzschel ER, Rivadeneira F, Roef G, Rotter JI, Sala CF, Schlessinger D, Selvin E, Slagboom PE, Soranzo N, Sørensen TIA, Spector TD, Starr JM, Stott DJ, Taes Y, Taliun D, Tanaka T, Thuesen B, Tiller D, Toniolo D, Uitterlinden AG, Visser WE, Walsh JP, Wilson SG, Wolffenbuttel BHR, Yang Q, Zheng HF, Cappola A, Peeters RP, Naitza S, Völzke H, Sanna S, Köttgen A, Visser TJ, and Medici M
- Subjects
- 2-Aminoadipate Transaminase genetics, Animals, Biological Transport, COS Cells, Chlorocebus aethiops, Genome-Wide Association Study, Humans, Hyperthyroidism genetics, Hyperthyroidism physiopathology, Hypothyroidism genetics, Hypothyroidism physiopathology, Polymorphism, Single Nucleotide, Risk Factors, Sodium-Phosphate Cotransporter Proteins, Type I genetics, Thyroid Gland metabolism, Thyroid Gland physiopathology, Thyroid Hormones metabolism, White People, 2-Aminoadipate Transaminase metabolism, Gene Expression Regulation genetics, Sodium-Phosphate Cotransporter Proteins, Type I metabolism, Thyroid Hormones genetics, Thyrotropin metabolism
- Abstract
Thyroid dysfunction is an important public health problem, which affects 10% of the general population and increases the risk of cardiovascular morbidity and mortality. Many aspects of thyroid hormone regulation have only partly been elucidated, including its transport, metabolism, and genetic determinants. Here we report a large meta-analysis of genome-wide association studies for thyroid function and dysfunction, testing 8 million genetic variants in up to 72,167 individuals. One-hundred-and-nine independent genetic variants are associated with these traits. A genetic risk score, calculated to assess their combined effects on clinical end points, shows significant associations with increased risk of both overt (Graves' disease) and subclinical thyroid disease, as well as clinical complications. By functional follow-up on selected signals, we identify a novel thyroid hormone transporter (SLC17A4) and a metabolizing enzyme (AADAT). Together, these results provide new knowledge about thyroid hormone physiology and disease, opening new possibilities for therapeutic targets.
- Published
- 2018
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41. Genome-wide association and functional studies identify a role for matrix Gla protein in osteoarthritis of the hand.
- Author
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den Hollander W, Boer CG, Hart DJ, Yau MS, Ramos YFM, Metrustry S, Broer L, Deelen J, Cupples LA, Rivadeneira F, Kloppenburg M, Peters M, Spector TD, Hofman A, Slagboom PE, Nelissen RGHH, Uitterlinden AG, Felson DT, Valdes AM, Meulenbelt I, and van Meurs JJB
- Subjects
- Adult, Aged, Alleles, Calcinosis genetics, Carrier Proteins genetics, Cytoskeletal Proteins, Female, Gene Expression genetics, Gene Expression Profiling, Genome-Wide Association Study, Humans, Linkage Disequilibrium genetics, Male, Middle Aged, Risk Factors, Sequence Analysis, RNA, Matrix Gla Protein, Calcium-Binding Proteins genetics, Cartilage, Articular pathology, Extracellular Matrix Proteins genetics, Genetic Predisposition to Disease genetics, Hand Joints pathology, Osteoarthritis genetics
- Abstract
Objective: Osteoarthritis (OA) is the most common form of arthritis and the leading cause of disability in the elderly. Of all the joints, genetic predisposition is strongest for OA of the hand; however, only few genetic risk loci for hand OA have been identified. Our aim was to identify novel genes associated with hand OA and examine the underlying mechanism., Methods: We performed a genome-wide association study of a quantitative measure of hand OA in 12 784 individuals (discovery: 8743, replication: 4011). Genome-wide significant signals were followed up by analysing gene and allele-specific expression in a RNA sequencing dataset (n=96) of human articular cartilage., Results: We found two significantly associated loci in the discovery set: at chr12 (p=3.5 × 10
-10 ) near the matrix Gla protein (MGP) gene and at chr12 (p=6.1×10-9 ) near the CCDC91 gene. The DNA variant near the MGP gene was validated in three additional studies, which resulted in a highly significant association between the MGP variant and hand OA (rs4764133, Betameta =0.83, Pmeta =1.8*10-15 ). This variant is high linkage disequilibrium with a coding variant in MGP , a vitamin K-dependent inhibitor of cartilage calcification. Using RNA sequencing data from human primary cartilage tissue (n=96), we observed that the MGP RNA expression of the hand OA risk allele was significantly lowercompared with the MGP RNA expression of the reference allele (40.7%, p<5*10-16 )., Conclusions: Our results indicate that the association between the MGP variant and increased risk for hand OA is caused by a lower expression of MGP , which may increase the burden of hand OA by decreased inhibition of cartilage calcification., Competing Interests: Competing interests: None declared., (© Article author(s) (or their employer(s) unless otherwise stated in the text of the article) 2017. All rights reserved. No commercial use is permitted unless otherwise expressly granted.)- Published
- 2017
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42. Involvement of epigenetics in osteoarthritis.
- Author
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Coutinho de Almeida R, Ramos YFM, and Meulenbelt I
- Subjects
- Cartilage, Articular pathology, DNA Methylation, Disease Progression, Humans, Epigenesis, Genetic, Osteoarthritis genetics, Osteoarthritis physiopathology
- Abstract
Osteoarthritis (OA) is the most prevalent chronic age-related arthritic disease that mainly affects the diarthrodial joints. Nevertheless, there is no treatment currently available that can effectively reduce symptoms or slow down or stop disease progression. The lack of disease-modifying therapies could be explained by the complex pathogenesis of OA, which is still not completely understood. Intertwined epigenetic mechanisms such as DNA methylation, histone modifications, and noncoding RNAs (ncRNAs) have been indicated as important cellular tools to maintain tissue homeostasis upon environmental challenges. The current review illustrates that dysfunctional epigenetic control mechanisms in the articular cartilage likely play an important role in driving OA pathophysiology., (Copyright © 2018 Elsevier Ltd. All rights reserved.)
- Published
- 2017
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43. Integrative epigenomics, transcriptomics and proteomics of patient chondrocytes reveal genes and pathways involved in osteoarthritis.
- Author
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Steinberg J, Ritchie GRS, Roumeliotis TI, Jayasuriya RL, Clark MJ, Brooks RA, Binch ALA, Shah KM, Coyle R, Pardo M, Le Maitre CL, Ramos YFM, Nelissen RGHH, Meulenbelt I, McCaskie AW, Choudhary JS, Wilkinson JM, and Zeggini E
- Subjects
- Aquaporin 1 metabolism, Arthroplasty, Replacement, Hip, Arthroplasty, Replacement, Knee, Case-Control Studies, Chondrocytes chemistry, Chromatography, Liquid, Collagen Type I metabolism, Collagen Type I, alpha 1 Chain, Disease Progression, Epigenesis, Genetic, Epigenomics methods, Gene Expression Profiling methods, Gene Regulatory Networks, Humans, Lectins, C-Type metabolism, Male, Mass Spectrometry, Osteoarthritis, Hip genetics, Osteoarthritis, Hip metabolism, Osteoarthritis, Knee genetics, Osteoarthritis, Knee metabolism, Proteomics methods, Sequence Analysis, RNA, Aquaporin 1 genetics, Chondrocytes metabolism, Collagen Type I genetics, DNA Methylation, Lectins, C-Type genetics, Osteoarthritis, Hip surgery, Osteoarthritis, Knee surgery
- Abstract
Osteoarthritis (OA) is a common disease characterized by cartilage degeneration and joint remodeling. The underlying molecular changes underpinning disease progression are incompletely understood. We investigated genes and pathways that mark OA progression in isolated primary chondrocytes taken from paired intact versus degraded articular cartilage samples across 38 patients undergoing joint replacement surgery (discovery cohort: 12 knee OA, replication cohorts: 17 knee OA, 9 hip OA patients). We combined genome-wide DNA methylation, RNA sequencing, and quantitative proteomics data. We identified 49 genes differentially regulated between intact and degraded cartilage in at least two -omics levels, 16 of which have not previously been implicated in OA progression. Integrated pathway analysis implicated the involvement of extracellular matrix degradation, collagen catabolism and angiogenesis in disease progression. Using independent replication datasets, we showed that the direction of change is consistent for over 90% of differentially expressed genes and differentially methylated CpG probes. AQP1, COL1A1 and CLEC3B were significantly differentially regulated across all three -omics levels, confirming their differential expression in human disease. Through integration of genome-wide methylation, gene and protein expression data in human primary chondrocytes, we identified consistent molecular players in OA progression that replicated across independent datasets and that have translational potential.
- Published
- 2017
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