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Angelozzi M, Karvande A, Lefebvre V. SOXC are critical regulators of adult bone mass. Nat Commun 2024; 15:2956. [PMID: 38580651 PMCID: PMC10997656 DOI: 10.1038/s41467-024-47413-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2023] [Accepted: 03/28/2024] [Indexed: 04/07/2024] Open
Abstract
Pivotal in many ways for human health, the control of adult bone mass is governed by complex, incompletely understood crosstalk namely between mesenchymal stem cells, osteoblasts and osteoclasts. The SOX4, SOX11 and SOX12 (SOXC) transcription factors were previously shown to control many developmental processes, including skeletogenesis, and SOX4 was linked to osteoporosis, but how SOXC control adult bone mass remains unknown. Using SOXC loss- and gain-of-function mouse models, we show here that SOXC redundantly promote prepubertal cortical bone mass strengthening whereas only SOX4 mitigates adult trabecular bone mass accrual in early adulthood and subsequent maintenance. SOX4 favors bone resorption over formation by lowering osteoblastogenesis and increasing osteoclastogenesis. Single-cell transcriptomics reveals its prevalent expression in Lepr+ mesenchymal cells and ability to upregulate genes for prominent anti-osteoblastogenic and pro-osteoclastogenic factors, including interferon signaling-related chemokines, contributing to these adult stem cells' secretome. SOXC, with SOX4 predominantly, are thus key regulators of adult bone mass.
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Affiliation(s)
- Marco Angelozzi
- Department of Surgery, Division of Orthopaedics, Children's Hospital of Philadelphia, Philadelphia, PA, USA.
| | - Anirudha Karvande
- Department of Surgery, Division of Orthopaedics, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Véronique Lefebvre
- Department of Surgery, Division of Orthopaedics, Children's Hospital of Philadelphia, Philadelphia, PA, USA.
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Cedeno-Veloz BA, Lozano-Vicario L, Zambom-Ferraresi F, Fernández-Irigoyen J, Santamaría E, Rodríguez-García A, Romero-Ortuno R, Mondragon-Rubio J, Ruiz-Ruiz J, Ramírez-Vélez R, Izquierdo M, Martínez-Velilla N. Effect of immunology biomarkers associated with hip fracture and fracture risk in older adults. Immun Ageing 2023; 20:55. [PMID: 37853468 PMCID: PMC10583364 DOI: 10.1186/s12979-023-00379-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2023] [Accepted: 10/02/2023] [Indexed: 10/20/2023]
Abstract
Osteoporosis is a skeletal disease that can increase the risk of fractures, leading to adverse health and socioeconomic consequences. However, current clinical methods have limitations in accurately estimating fracture risk, particularly in older adults. Thus, new technologies are necessary to improve the accuracy of fracture risk estimation. In this observational study, we aimed to explore the association between serum cytokines and hip fracture status in older adults, and their associations with fracture risk using the FRAX reference tool. We investigated the use of a proximity extension assay (PEA) with Olink. We compared the characteristics of the population, functional status and detailed body composition (determined using densitometry) between groups. We enrolled 40 participants, including 20 with hip fracture and 20 without fracture, and studied 46 cytokines in their serum. After conducting a score plot and two unpaired t-tests using the Benjamini-Hochberg method, we found that Interleukin 6 (IL-6), Lymphotoxin-alpha (LT-α), Fms-related tyrosine kinase 3 ligand (FLT3LG), Colony stimulating factor 1 (CSF1), and Chemokine (C-C motif) ligand 7 (CCL7) were significantly different between fracture and non-fracture patients (p < 0.05). IL-6 had a moderate correlation with FRAX (R2 = 0.409, p < 0.001), while CSF1 and CCL7 had weak correlations with FRAX. LT-α and FLT3LG exhibited a negative correlation with the risk of fracture. Our results suggest that targeted proteomic tools have the capability to identify differentially regulated proteins and may serve as potential markers for estimating fracture risk. However, longitudinal studies will be necessary to validate these results and determine the temporal patterns of changes in cytokine profiles.
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Affiliation(s)
- Bernardo Abel Cedeno-Veloz
- Geriatric Department, Hospital Universitario de Navarra (HUN), 2 Navarrabiomed, Pamplona, Navarra, IdiSNA, 31008, Spain.
- Navarrabiomed, Navarra Medical Research Institute, Pamplona, Navarra, 31008, Spain.
- Department of Health Sciences, Public University of Navarra, Pamplona, Navarra, 31008, Spain.
| | - Lucía Lozano-Vicario
- Geriatric Department, Hospital Universitario de Navarra (HUN), 2 Navarrabiomed, Pamplona, Navarra, IdiSNA, 31008, Spain
- Navarrabiomed, Navarra Medical Research Institute, Pamplona, Navarra, 31008, Spain
| | - Fabricio Zambom-Ferraresi
- Navarrabiomed, Navarra Medical Research Institute, Pamplona, Navarra, 31008, Spain
- Department of Health Sciences, Public University of Navarra, Pamplona, Navarra, 31008, Spain
- CIBER of Frailty and Healthy Aging (CIBERFES), Instituto de Salud Carlos III, Madrid, 28029, Spain
| | - Joaquín Fernández-Irigoyen
- Navarrabiomed, Navarra Medical Research Institute, Pamplona, Navarra, 31008, Spain
- Clinical Neuroproteomics Unit, Navarrabiomed, Pamplona, 31008, Spain
| | - Enrique Santamaría
- Navarrabiomed, Navarra Medical Research Institute, Pamplona, Navarra, 31008, Spain
- Clinical Neuroproteomics Unit, Navarrabiomed, Pamplona, 31008, Spain
| | - Alba Rodríguez-García
- Geriatric Department, Hospital Universitario de Navarra (HUN), 2 Navarrabiomed, Pamplona, Navarra, IdiSNA, 31008, Spain
| | - Roman Romero-Ortuno
- Discipline of Medical Gerontology, School of Medicine, Trinity College Dublin, Dublin, Ireland
| | - Jaime Mondragon-Rubio
- Department of Orthopaedics Clinics and Traumatology, University Hospital of Navarre (HUN), Pamplona, Navarra, 31008, Spain
| | - Javier Ruiz-Ruiz
- Department of Orthopaedics Clinics and Traumatology, University Hospital of Navarre (HUN), Pamplona, Navarra, 31008, Spain
| | - Robinson Ramírez-Vélez
- Navarrabiomed, Navarra Medical Research Institute, Pamplona, Navarra, 31008, Spain
- Department of Health Sciences, Public University of Navarra, Pamplona, Navarra, 31008, Spain
- CIBER of Frailty and Healthy Aging (CIBERFES), Instituto de Salud Carlos III, Madrid, 28029, Spain
| | - Mikel Izquierdo
- Navarrabiomed, Navarra Medical Research Institute, Pamplona, Navarra, 31008, Spain
- Department of Health Sciences, Public University of Navarra, Pamplona, Navarra, 31008, Spain
- CIBER of Frailty and Healthy Aging (CIBERFES), Instituto de Salud Carlos III, Madrid, 28029, Spain
| | - Nicolás Martínez-Velilla
- Geriatric Department, Hospital Universitario de Navarra (HUN), 2 Navarrabiomed, Pamplona, Navarra, IdiSNA, 31008, Spain
- Navarrabiomed, Navarra Medical Research Institute, Pamplona, Navarra, 31008, Spain
- Department of Health Sciences, Public University of Navarra, Pamplona, Navarra, 31008, Spain
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Sales LP, Hounkpe BW, Perez MO, Caparbo VF, Domiciano DS, Borba EF, Schett G, Figueiredo CP, Pereira RMR. Transcriptomic characterization of classical monocytes highlights the involvement of immuno-inflammation in bone erosion in Rheumatoid Arthritis. Front Immunol 2023; 14:1251034. [PMID: 37868981 PMCID: PMC10588645 DOI: 10.3389/fimmu.2023.1251034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Accepted: 09/21/2023] [Indexed: 10/24/2023] Open
Abstract
Introduction Evidence-based data suggest that under inflammatory conditions, classical monocytes are the main source of osteoclasts and might be involved in bone erosion pathophysiology. Here, we analyze the transcriptomic profile of classical monocytes in erosive and non-erosive rheumatoid arthritis patients in order to better understand their contribution to bone erosion. Methods Thirty-nine premenopausal RA patients were consecutively enrolled and divided into two groups based on the presence of bone erosions on hand joints. Classical monocytes were isolated from peripheral blood through negative selection, and RNA-seq was performed using a poly-A enrichment kit and Illumina® platform. Classical monocytes transcriptome from healthy age-matched women were also included to identify differentially expressed genes (DEGs). Therefore, gene sets analysis was performed to identify the enriched biological pathways. Results RNA-seq analysis resulted in the identification of 1,140 DEGs of which 89 were up-regulated and 1,051 down-regulated in RA patients with bone erosion compared to those without bone erosions. Among up-regulated genes, there was a highlighted expression of IL18RAP and KLF14 related to the production of pro-inflammatory cytokines, innate and adaptive immune response. Genes related to collagen metabolism (LARP6) and bone formation process (PAPPA) were down-regulated in RA patients with erosions. Enriched pathways in patients with erosions were associated with greater activation of immune activation, and inflammation. Interestingly, pathways associated with osteoblast differentiation and regulation of Wnt signaling were less activated in RA patients with erosions. Conclusion These findings suggest that alterations in expression of monocyte genes related to the inflammatory process and impairment of bone formation might have an important role in the pathophysiology of bone erosions in RA patients.
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Affiliation(s)
- Lucas Peixoto Sales
- Rheumatology Division, Bone Metabolism Laboratory, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil
| | - Bidossessi Wilfried Hounkpe
- Rheumatology Division, Bone Metabolism Laboratory, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil
| | - Mariana Ortega Perez
- Rheumatology Division, Bone Metabolism Laboratory, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil
| | - Valéria Falco Caparbo
- Rheumatology Division, Bone Metabolism Laboratory, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil
| | - Diogo Souza Domiciano
- Rheumatology Division, Bone Metabolism Laboratory, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil
| | - Eduardo Ferreira Borba
- Rheumatology Division, Bone Metabolism Laboratory, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil
| | - Georg Schett
- Department of Internal Medicine 3-Rheumatology and Immunology, Friedrich Alexander Universität Erlangen-Nürnberg and Universitätsklinikum Erlangen, Erlangen, Germany
| | - Camille Pinto Figueiredo
- Rheumatology Division, Bone Metabolism Laboratory, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil
| | - Rosa Maria Rodrigues Pereira
- Rheumatology Division, Bone Metabolism Laboratory, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil
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Hu M, Ding H, Chao R, Cao Z. The Hub Genes Related to Osteoporosis Were Identified by Bioinformatics Analysis. BIOMED RESEARCH INTERNATIONAL 2023; 2023:6726038. [PMID: 36755691 PMCID: PMC9902144 DOI: 10.1155/2023/6726038] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Revised: 09/22/2022] [Accepted: 09/28/2022] [Indexed: 01/31/2023]
Abstract
Osteoporosis (OP) is commonly encountered, which is a kind of systemic injury of bone mass and microstructure, leading to brittle fractures. With the aging of the population, this disease will pose a more serious impact on medical, social, and economic aspects, especially postmenopausal osteoporosis (PMOP). This study is aimed at figuring out potential therapeutic targets and new biomarkers in OP via bioinformatics tools. After differentially expressed gene (DEG) analysis, we successfully identified 97 upregulated and 172 downregulated DEGs. They are mainly concentrated in actin binding, regulation of cytokine production, muscle cell promotion, chemokine signaling pathway, and cytokine-cytokine receiver interaction. According to the diagram of protein-protein interaction (PPI), we obtained 10 hub genes: CCL5, CXCL10, EGFR, HMOX1, IL12B, CCL7, TBX21, XCL1, PGR, and ITGA1. Expression analysis showed that Egfr, Hmox1, and Pgr were significantly upregulated in estrogen-treated osteoporotic patients, while Ccl5, Cxcl10, Il12b, Ccl7, Tbx21, Xcl1, and Itga1 were significantly downregulated. In addition, the analysis results of Pearson's correlation revealed that CCL7 has a strong positive association with IL12b, TBX21, and CCL5 and so was CCL5 with IL12b. Conversely, EGFR has a strong negative association with XCL1 and CXCL10. In conclusion, this study screened 10 hub genes related to OP based on the GEO database, laying a biological foundation for further research on new biomarkers and potential therapeutic targets in OP.
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Affiliation(s)
- Mengdie Hu
- Department of Orthopedics, Chongqing Emergency Medical Center, Chongqing University Central Hospital, School of Medicine, Chongqing University, Chongqing, China
| | - Hong Ding
- Department of Orthopedics, Chongqing Emergency Medical Center, Chongqing University Central Hospital, Chongqing, China
| | - Rui Chao
- Department of Orthopedics, Chongqing Emergency Medical Center, Chongqing University Central Hospital, Chongqing, China
| | - Zhidong Cao
- Department of Orthopedics, Chongqing Emergency Medical Center, Chongqing University Central Hospital, Chongqing, China
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Zamarioli A, Adam G, Maupin KA, Childress PJ, Brinker A, Ximenez JPB, Chakraborty N, Gautam A, Hammamieh R, Kacena MA. Systemic effects of BMP2 treatment of fractures on non-injured skeletal sites during spaceflight. Front Endocrinol (Lausanne) 2022; 13:910901. [PMID: 36046782 PMCID: PMC9421301 DOI: 10.3389/fendo.2022.910901] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/01/2022] [Accepted: 07/18/2022] [Indexed: 11/17/2022] Open
Abstract
Unloading associated with spaceflight results in bone loss and increased fracture risk. Bone morphogenetic protein 2 (BMP2) is known to enhance bone formation, in part, through molecular pathways associated with mechanical loading; however, the effects of BMP2 during spaceflight remain unclear. Here, we investigated the systemic effects of BMP2 on mice sustaining a femoral fracture followed by housing in spaceflight (International Space Station or ISS) or on Earth. We hypothesized that in spaceflight, the systemic effects of BMP2 on weight-bearing bones would be blunted compared to that observed on Earth. Nine-week-old male mice were divided into four groups: 1) Saline+Earth; 2) BMP+Earth; 3) Saline+ISS; and 4) BMP+ISS (n = 10 mice/group, but only n = 5 mice/group were reserved for micro-computed tomography analyses). All mice underwent femoral defect surgery and were followed for approximately 4 weeks. We found a significant reduction in trabecular separation within the lumbar vertebrae after administering BMP2 at the fracture site of mice housed on Earth. In contrast, BMP2 treatment led to a significant increase in trabecular separation concomitant with a reduction in trabecular number within spaceflown tibiae. Although these and other lines of evidence support our hypothesis, the small sample size associated with rodent spaceflight studies limits interpretations. That said, it appears that a locally applied single dose of BMP2 at the femoral fracture site can have a systemic impact on distant bones, affecting bone quantity in several skeletal sites. Moreover, our results suggest that BMP2 treatment works through a pathway involving mechanical loading in which the best outcomes during its treatment on Earth occurred in the weight-bearing bones and in spaceflight occurred in bones subjected to higher muscle contraction.
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Affiliation(s)
- Ariane Zamarioli
- Department of Orthopaedic Surgery, Indiana University School of Medicine, Indianapolis, IN, United States
- Department of Orthopaedics and Anaesthesiology, Ribeirão Preto Medical School, São Paulo, Brazil
| | - Gremah Adam
- Department of Orthopaedic Surgery, Indiana University School of Medicine, Indianapolis, IN, United States
| | - Kevin A. Maupin
- Department of Orthopaedic Surgery, Indiana University School of Medicine, Indianapolis, IN, United States
| | - Paul J. Childress
- Department of Orthopaedic Surgery, Indiana University School of Medicine, Indianapolis, IN, United States
| | - Alexander Brinker
- Department of Orthopaedic Surgery, Indiana University School of Medicine, Indianapolis, IN, United States
| | - Joao P. B. Ximenez
- Laboratory of Molecular Biology, Blood Center of Ribeirão Preto, Medical School, São Paulo, Brazil
| | - Nabarun Chakraborty
- Medical Readiness Systems Biology, Center for Military Psychiatry and Neuroscience, Walter Reed Army Institute of Research, Silver Spring, MD, United States
| | - Aarti Gautam
- Medical Readiness Systems Biology, Center for Military Psychiatry and Neuroscience, Walter Reed Army Institute of Research, Silver Spring, MD, United States
| | - Rasha Hammamieh
- Medical Readiness Systems Biology, Center for Military Psychiatry and Neuroscience, Walter Reed Army Institute of Research, Silver Spring, MD, United States
| | - Melissa A. Kacena
- Department of Orthopaedic Surgery, Indiana University School of Medicine, Indianapolis, IN, United States
- Richard L. Roudebush VA Medical Center, Indianapolis, IN, United States
- *Correspondence: Melissa A. Kacena,
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