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Luo D, Gao X, Zhu X, Wu J, Yang Q, Xu Y, Huang Y, He X, Li Y, Gao P. Identification of steroid-induced osteonecrosis of the femoral head biomarkers based on immunization and animal experiments. BMC Musculoskelet Disord 2024; 25:596. [PMID: 39069636 DOI: 10.1186/s12891-024-07707-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Accepted: 07/18/2024] [Indexed: 07/30/2024] Open
Abstract
BACKGROUND Steroid-induced osteonecrosis of femoral head (SONFH) is a severe health risk, and this study aims to identify immune-related biomarkers and pathways associated with the disease through bioinformatics analysis and animal experiments. METHOD Using SONFH-related datasets obtained from the GEO database, we performed differential expression analysis and weighted gene co-expression network analysis (WGCNA) to extract SONFH-related genes. A protein-protein interaction (PPI) network was then constructed, and core sub-network genes were identified. Immune cell infiltration and clustering analysis of SONFH samples were performed to assess differences in immune cell populations. WGCNA analysis was used to identify module genes associated with immune cells, and hub genes were identified using machine learning. Internal and external validation along with animal experiments were conducted to confirm the differential expression of hub genes and infiltration of immune cells in SONFH. RESULTS Differential expression analysis revealed 502 DEGs. WGCNA analysis identified a blue module closely related to SONFH, containing 1928 module genes. Intersection analysis between DEGs and blue module genes resulted in 453 intersecting genes. The PPI network and MCODE module identified 15 key targets enriched in various signaling pathways. Analysis of immune cell infiltration showed statistically significant differences in CD8 + t cells, monocytes, macrophages M2 and neutrophils between SONFH and control samples. Unsupervised clustering classified SONFH samples into two clusters (C1 and C2), which also exhibited significant differences in immune cell infiltration. The hub genes (ICAM1, NR3C1, and IKBKB) were further identified using WGCNA and machine learning analysis. Based on these hub genes, a clinical prediction model was constructed and validated internally and externally. Animal experiments confirmed the upregulation of hub genes in SONFH, with an associated increase in immune cell infiltration. CONCLUSION This study identified ICAM1, NR3C1, and IKBKB as potential immune-related biomarkers involved in immune cell infiltration of CD8 + t cells, monocytes, macrophages M2, neutrophils and other immune cells in the pathogenesis of SONFH. These biomarkers act through modulation of the chemokine signaling pathway, Toll-like receptor signaling pathway, and other pathways. These findings provide valuable insights into the disease mechanism of SONFH and may aid in future drug development efforts.
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Affiliation(s)
- Dongqiang Luo
- Nanfang College Guangzhou, Guangzhou, 510970, China
- Guangzhou University of Chinese Medicine, Guangzhou, 510006, China
| | - Xiaolu Gao
- Guangzhou University of Chinese Medicine, Guangzhou, 510006, China
| | - Xianqiong Zhu
- Guangzhou University of Chinese Medicine, Guangzhou, 510006, China
| | - Jiayu Wu
- Guangzhou University of Chinese Medicine, Guangzhou, 510006, China
| | - Qingyi Yang
- Guangzhou University of Chinese Medicine, Guangzhou, 510006, China
| | - Ying Xu
- Guangzhou University of Chinese Medicine, Guangzhou, 510006, China
| | - Yuxuan Huang
- Guangdong Pharmaceutical University, Guangzhou, 510006, China
| | - Xiaolin He
- Clifford Hospital, Guangzhou, 511496, China
| | - Yan Li
- Clifford Hospital, Guangzhou, 511496, China
| | - Pengfei Gao
- Nanfang College Guangzhou, Guangzhou, 510970, China.
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Zhao YH, Zhu WX, Ye QH, Zhang P, Wei BF. Correlation of serum and local CXCL13 levels with disease severity in patients with non-traumatic osteonecrosis of femoral head. J Orthop Surg Res 2024; 19:162. [PMID: 38429811 PMCID: PMC10908116 DOI: 10.1186/s13018-024-04645-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/23/2024] [Accepted: 02/23/2024] [Indexed: 03/03/2024] Open
Abstract
OBJECTIVE The primary aim of the present study was to explore the potential correlation of serum / local CXCL13 expressions and disease severity in non-traumatic osteonecrosis of the femoral head (NT-ONFH). METHODS In total, NT-ONFH patients (n = 130) together with healthy controls (HCs, n = 130) were included in this investigation. Radiographic progression was evaluated based on the imaging criteria outlined in the ARCO classification system. To assess the diagnostic value of serum CXCL13 in relation to radiographic progression, Receiver operating characteristic (ROC) curve analysis was conducted. Serum CXCL13 levels were quantified utilizing ELISA in all participants. Furthermore, local protein/mRNA expressions of CXCL13 were examined employing immunohistochemistry, western blot, as well as RT-PCR techniques. Clinical severity was appraised using the visual analogue scale (VAS), Harris Hip Score (HHS), and Western Ontario as well as McMaster Universities Osteoarthritis Index (WOMAC). RESULTS The findings revealed a significant reduction in serum CXCL13 levels among NT-ONFH patients in contrast with HCs. Moreover, both mRNA and protein expressions of CXCL13 were markedly decreased in the necrotic area (NA) than the non-necrotic area (NNA) as well as the healthy femoral head tissues. Additionally, serum CXCL13 levels were substantially lower among patients classified as ARCO stage 4 than those at ARCO stage 3. The concentrations of CXCL13 in stage 3 patients were notably diminished relative to those at ARCO stage 2. Notably, serum CXCL13 levels demonstrated a negative association with ARCO grade. Furthermore, these levels were also inversely linked to VAS scores as well as WOMAC scores while displaying a positive association with HHS scores. The findings of ROC curve suggested that reduced serum CXCL13 levels could be an underlying indicator for ARCO stage. CONCLUSIONS The reduced levels of either serum CXCL13 or local CXCL13 were intricately linked to disease severity for patients with NT-ONFH.
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Affiliation(s)
- Yong-Heng Zhao
- Guangzhou University of Traditional Chinese Medicine, Guangzhou, Guangdong Province, China
- Department of Orthopedics, Linyi People's Hospital, Shandong Province, China
| | - Wen-Xiu Zhu
- Guangzhou University of Traditional Chinese Medicine, Guangzhou, Guangdong Province, China
- Department of Pain, Linyi People's Hospital, Shandong Province, China
| | - Qing-He Ye
- Guangzhou University of Traditional Chinese Medicine, Guangzhou, Guangdong Province, China
- Department of Orthopedics, Linyi People's Hospital, Shandong Province, China
| | - Peng Zhang
- Guangzhou University of Traditional Chinese Medicine, Guangzhou, Guangdong Province, China
- Department of Orthopedics, Linyi People's Hospital, Shandong Province, China
| | - Biao-Fang Wei
- Guangzhou University of Traditional Chinese Medicine, Guangzhou, Guangdong Province, China.
- Department of Orthopedics, Linyi People's Hospital, Shandong Province, China.
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Cai T, Chen S, Wu C, Lou C, Wang W, Lin C, Jiang H, Xu X. Erythropoietin suppresses osteoblast apoptosis and ameliorates steroid-induced necrosis of the femoral head in rats by inhibition of STAT1-caspase 3 signaling pathway. BMC Musculoskelet Disord 2023; 24:894. [PMID: 37978375 PMCID: PMC10655348 DOI: 10.1186/s12891-023-07028-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/09/2023] [Accepted: 11/08/2023] [Indexed: 11/19/2023] Open
Abstract
BACKGROUND Steroid-induced avascular necrosis of the femoral head (SANFH) is characterized by osteoblast apoptosis, leading to a loss of bone structure and impaired hip joint function. It has been demonstrated that erythropoietin (EPO) performs a number of biological roles. OBJECTIVE We examined the effects of EPO on SANFH and its regulation of the STAT1-caspase 3 signaling pathway. METHOD In vitro, osteoblasts were treated with dexamethasone (Dex) or EPO. We identified the cytotoxicity of EPO by CCK-8, the protein expression of P-STAT1, cleaved-caspase9, cleaved-caspase3, Bcl-2, BAX, and cytochrome c by Western blotting, and evaluated the apoptosis of osteoblasts by flow cytometry. In vivo, we analyzed the protective effect of EPO against SANFH by hematoxylin and eosin (H&E), Immunohistochemical staining, and Micro-computed tomography (CT). RESULTS In vitro, EPO had no apparent toxic effect on osteoblasts. In Dex-stimulated cells, EPO therapy lowered the protein expression of BAX, cytochrome c, p-STAT1, cleaved-caspase9, and cleaved-caspase3 while increasing the expression of Bcl-2. EPO can alleviate the apoptosis induced by Dex. In vivo, EPO can lower the percentage of empty bone lacunae in SANFH rats. CONCLUSION The present study shows that EPO conferred beneficial effects in rats with SANFH by inhibiting STAT1-caspase 3 signaling, suggesting that EPO may be developed as a treatment for SANFH.
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Affiliation(s)
- Tingwen Cai
- Department of Orthopedics, The Second Affiliated Hospital, Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, Zhejiang Province, China
- Key Laboratory of Orthopedics of Zhejiang Province, Wenzhou, Zhejiang Province, China
- The Second School of Medicine, Wenzhou Medical University, Wenzhou, Zhejiang Province, China
| | - Siyuan Chen
- Department of Orthopedics, The Second Affiliated Hospital, Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, Zhejiang Province, China
- Key Laboratory of Orthopedics of Zhejiang Province, Wenzhou, Zhejiang Province, China
- The Second School of Medicine, Wenzhou Medical University, Wenzhou, Zhejiang Province, China
| | - Chenghu Wu
- School of Biomedical Engineering, School of Ophthalmology and Optometry and Eye Hospital, Wenzhou Medical University, Wenzhou, Zhejiang Province, China
| | - Chao Lou
- Department of Orthopedics, The Second Affiliated Hospital, Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, Zhejiang Province, China
- Key Laboratory of Orthopedics of Zhejiang Province, Wenzhou, Zhejiang Province, China
- The Second School of Medicine, Wenzhou Medical University, Wenzhou, Zhejiang Province, China
| | - Weidan Wang
- Department of Orthopedics, The Second Affiliated Hospital, Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, Zhejiang Province, China
- Key Laboratory of Orthopedics of Zhejiang Province, Wenzhou, Zhejiang Province, China
- The Second School of Medicine, Wenzhou Medical University, Wenzhou, Zhejiang Province, China
| | - Chihao Lin
- Department of Orthopedics, The Second Affiliated Hospital, Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, Zhejiang Province, China
- Key Laboratory of Orthopedics of Zhejiang Province, Wenzhou, Zhejiang Province, China
- The Second School of Medicine, Wenzhou Medical University, Wenzhou, Zhejiang Province, China
| | - Hongyi Jiang
- Department of Orthopedics, The Second Affiliated Hospital, Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, Zhejiang Province, China
- Key Laboratory of Orthopedics of Zhejiang Province, Wenzhou, Zhejiang Province, China
- The Second School of Medicine, Wenzhou Medical University, Wenzhou, Zhejiang Province, China
| | - Xinxian Xu
- Department of Orthopedics, The Second Affiliated Hospital, Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, Zhejiang Province, China.
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Zheng SW, Sun CH, Wen ZJ, Liu WL, Li X, Chen TY, Zou YC, Zhong HB, Shi ZJ. Decreased serum CXCL12/SDF-1 concentrations may reflect disease severity of non-traumatic osteonecrosis of femoral head. Clin Chim Acta 2022; 529:87-95. [DOI: 10.1016/j.cca.2022.02.009] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2021] [Revised: 02/03/2022] [Accepted: 02/14/2022] [Indexed: 11/28/2022]
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Cui S, Zhao L, Wang Y, Dong Q, Ma J, Ma X. Blood biomarkers related to osteonecrosis of femoral head by internal fixation after Garden I femoral neck fracture: a cohort study. Injury 2021; 52:3427-3433. [PMID: 33762093 DOI: 10.1016/j.injury.2021.02.042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/09/2020] [Revised: 02/09/2021] [Accepted: 02/14/2021] [Indexed: 02/02/2023]
Abstract
BACKGROUND Internal fixation is currently considered the gold standard in treatment for femoral neck fractures in adults. However, osteonecrosis of the femoral head (ONFH) after internal fixation would occur in quite proportion of patients with femoral neck fracture, even in Garden I femoral neck fracture. The purpose of this study was to determine the association between the blood biomarkers (serum albumin, pre-albumin, total protein and total lymphocyte count) and ONFH following internal fixation of Garden I femoral neck fracture in adults. METHOD This is a single center cohort study, in which each patient who sustained a Garden I femoral neck fracture had been treated with internal fixation, and had adequate preoperative blood examinations. The serum albumin was categorized as ≥ 40g/L or < 40g/L. The pre-albumin was categorized as ≥ 22mg/dL or < 22mg/dL. The total protein was categorized as ≥ 65g/L or < 65 g/L. The total lymphocyte count was categorized as ≥1.1× 109 /L or <1.1×109 /L. Multivariate cox proportional hazards analysis was used to assess the association between blood markers and the osteonecrosis of femoral head during the 2-years follow-up period controlling the confounders. RESULT A total of 10 cases of ONFH were identified. Multivariate Cox regression analysis revealed that low total lymphocyte count and hypertension state were significant independent risk factors for ONFH after internal fixation for Garden I femoral head fractures. CONCLUSION Blood biomarkers were potential predictors for ONFH after internal fixation Garden I femoral neck fractures. We suggest that routine laboratory tests might can be used to assist surgeons to identify patients at great risk of ONFH.
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Affiliation(s)
- Shuangshuang Cui
- Orthopaedics Institute, Tianjin hospital, Tianjin University, NO.406, Jiefang South Road, Hexi District, Tianjin, 300211, Peoples Republic of China
| | - Likun Zhao
- Orthopaedics Institute, Tianjin hospital, Tianjin University, NO.406, Jiefang South Road, Hexi District, Tianjin, 300211, Peoples Republic of China
| | - Yumin Wang
- Department of Traumatic Orthopaedics, Tianjin hospital, Tianjin University, NO.406, Jiefang South Road, Hexi District, Tianjin, 300211, Peoples Republic of China
| | - Qiang Dong
- Department of Traumatic Orthopaedics, Tianjin hospital, Tianjin University, NO.406, Jiefang South Road, Hexi District, Tianjin, 300211, Peoples Republic of China
| | - Jianxiong Ma
- Orthopaedics Institute, Tianjin hospital, Tianjin University, NO.406, Jiefang South Road, Hexi District, Tianjin, 300211, Peoples Republic of China.
| | - Xinlong Ma
- Orthopaedics Institute, Tianjin hospital, Tianjin University, NO.406, Jiefang South Road, Hexi District, Tianjin, 300211, Peoples Republic of China; Department of Traumatic Orthopaedics, Tianjin hospital, Tianjin University, NO.406, Jiefang South Road, Hexi District, Tianjin, 300211, Peoples Republic of China.
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Wang B, Gong S, Shao W, Han L, Li Z, Zhang Z, Zheng Y, Ouyang F, Ma Y, Xu W, Feng Y. Comprehensive analysis of pivotal biomarkers, immune cell infiltration and therapeutic drugs for steroid-induced osteonecrosis of the femoral head. Bioengineered 2021; 12:5971-5984. [PMID: 34488536 PMCID: PMC8815624 DOI: 10.1080/21655979.2021.1972081] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Steroid-induced osteonecrosis of the femoral head (SONFH) is a progressive disease that leads to an increased disability rate. This study aimed to ascertain biomarkers, infiltrating immune cells, and therapeutic drugs for SONFH. The gene expression profile of the GSE123568 dataset was downloaded from the Gene Expression Omnibus (GEO) database. The differentially expressed genes (DEGs) were identified using the NetworkAnalyst platform. Functional enrichment, protein-protein interaction network (PPI), and module analyses were performed using Metascape tools. An immune cell abundance identifier was used to explore immune cell infiltration. Furthermore, hub genes were identified based on maximal clique centrality (MCC) evaluation using cytoHubba application and confirmed by qRT-PCR using clinical samples. Finally, the L1000 platform was used to determine potential drugs for SONFH treatment. The SONFH mouse model was used to determine the therapeutic effects of aspirin. In total, 429 DEGs were identified in SONFH samples. Functional enrichment analysis showed that these DEGs were enriched in myeloid leukocyte activation and osteoclast differentiation processes. A set of nine immune cell types was confirmed to be markedly different between the SONFH and control samples. All 10 hub genes were significantly highly expressed in the serum of SONFH patients, as shown by qRT-PCR. Finally, the therapeutic effect of aspirin on SONFH was examined in animal experiments. Taken together, our data revealed the hub genes and infiltrating immune cells in SONFH, and we also screened potential drugs for use in SONFH treatment.
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Affiliation(s)
- Bo Wang
- Department of Rehabilitation, Wuhan No. 1 Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan China
| | - Song Gong
- Department of Orthopedics, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan China
| | - Wenkai Shao
- Department of Orthopedics, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan China
| | - Lizhi Han
- Department of Orthopedics, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan China
| | - Zilin Li
- Department of Orthopedics, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan China
| | - Zhichao Zhang
- Department of Rehabilitation, Wuhan No. 1 Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan China
| | - Yang Zheng
- Department of Rehabilitation, Wuhan No. 1 Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan China
| | - Fang Ouyang
- Department of Rehabilitation, Wuhan No. 1 Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan China
| | - Yan Ma
- Department of Rehabilitation, Wuhan No. 1 Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan China
| | - Weihua Xu
- Department of Orthopedics, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan China
| | - Yong Feng
- Department of Orthopedics, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan China
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Sun M, Cao Y, Wang T, Liu T, An F, Wu H, Wang J. Association between LINC-PINT and LINC00599 gene polymorphism and the risk of steroid-induced osteonecrosis of the femoral head in the population of northern China. Steroids 2021; 173:108886. [PMID: 34245766 DOI: 10.1016/j.steroids.2021.108886] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/18/2020] [Revised: 02/26/2021] [Accepted: 06/26/2021] [Indexed: 01/23/2023]
Abstract
BACKGROUND Steroid-induced osteonecrosis of the femoral head (ONFH) is a complex disease affected by genetics. LncRNA LINC-PINT and LINC00599 have been proved to be associated with susceptibility to a variety of diseases, however it is not clear whether they are related to steroid-induced ONFH. Therefore, this study was aimed at investigating the correlation between the polymorphisms of LINC-PINT and LINC00599 genes and steroid-induced ONFH in the population of northern China. METHODS A case-control study including 199 patients and 725 controls was designed. The Agena MassARRAY platform was used for the detection of single nucleotide polymorphisms (SNPs) in LINC-PINT and LINC00599 genes. Chi-square test and logistic regression were used to evaluate the association between the above SNPs and steroid-induced ONFH in allelic and genetic models. Besides, one-way ANOVA was used to study the relationship between these SNPs and partial lipid levels. RESULTS In the LINC00599 gene, two sites are related to steroid-induced ONFH. Among them, rs2272026 increased the risk of the disease in co-dominant (heterozygous) and dominant models. And rs1962430 is a risk factor for this disease in the allelic, co-dominance (heterozygous), dominant and additive model. whereas in women with steroid-induced ONFH, three sites in the LINC-PINT gene are related to the disease. Thereinto, rs157916 reduces the risk of the disease in allelic, co-dominant (homozygous), recessive and additive models. Rs16873842 is related to the reduced risk of the disease in allele, dominant and additive models. And rs7781295 is a protective factor for steroid-induced ONFH in the allelic and additive model. CONCLUSION Our study suggests that the polymorphisms of LINC-PINT and LINC00599 genes are related to the susceptibility of steroid-induced ONFH in Chinese Han population.
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Affiliation(s)
- Menghu Sun
- Department of Orthopedics and Traumatology, The Second Affiliated Hospital of Inner Mongolia Medical University, Hohhot, Inner Mongolia 010030, China; Inner Mongolia Medical University, Hohhot, Inner Mongolia 010050, China
| | - Yuju Cao
- Zhengzhou Traditional Chinese Medicine (TCM) Traumatology Hospital, Zhengzhou, Henan Province 450016, China
| | - Tiantian Wang
- Department of Orthopedics and Traumatology, The Second Affiliated Hospital of Inner Mongolia Medical University, Hohhot, Inner Mongolia 010030, China; Inner Mongolia Medical University, Hohhot, Inner Mongolia 010050, China
| | - Tingting Liu
- Department of Orthopedics and Traumatology, The Second Affiliated Hospital of Inner Mongolia Medical University, Hohhot, Inner Mongolia 010030, China; Inner Mongolia Medical University, Hohhot, Inner Mongolia 010050, China
| | - Feimeng An
- Inner Mongolia Autonomous Region Hospital of Traditional Chinese Medicine, Hohhot, Inner Mongolia 010110, China
| | - Huiqiang Wu
- Inner Mongolia Autonomous Region Hospital of Traditional Chinese Medicine, Hohhot, Inner Mongolia 010110, China.
| | - Jianzhong Wang
- Department of Orthopedics and Traumatology, The Second Affiliated Hospital of Inner Mongolia Medical University, Hohhot, Inner Mongolia 010030, China.
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Jiang C, Wang X, Huang K, Chen L, Ji Z, Hua B, Qi G, Yuan H, Cao Y, Jiang L, Peng DH, Yan Z. Development and validation of a prediction model for glucocorticoid-associated osteonecrosis of the femoral head by targeted sequencing. Rheumatology (Oxford) 2021; 61:846-855. [PMID: 33982084 DOI: 10.1093/rheumatology/keab394] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2020] [Revised: 04/27/2021] [Indexed: 11/13/2022] Open
Abstract
OBJECTIVE To develop and validate a prediction model based on targeted sequencing for glucocorticoid (GC)-associated osteonecrosis of the femoral head (GA-ONFH) in GC-treated adults. METHODS This two-centre retrospective study was conducted between July 2015 and April 2019 at Zhongshan Hospital (training set) and the Sixth People's Hospital (test set) in Shanghai, China. All patients had a history of GC therapy, with a dose exceeding 2000 mg equivalent prednisone within 6 weeks. Patients were divided into two groups according to whether they were diagnosed with GA-ONFH within 2 years after GC initiation. Blood or saliva samples were collected for targeted sequencing of 358 single nucleotide polymorphisms (SNPs) and genetic risk score (GRS) calculating for developing GA-ONFH prediction model. Receiver operating characteristic (ROC) curve analysis and decision curve analysis (DCA) were performed to evaluate and validate the model. RESULTS The training set comprised 117 patients, while test set comprised 30 patients for external validation. Logistic regression analysis showed that GRS was significantly associated with GA-ONFH [OR 1.87, 95% confidence interval (CI) 1.48-2.37]. The ROC and DCA curves showed that the multivariate model considering GRS, age at GC initial, sex and underlying diseases had a discrimination with area under the ROC curve (AUC) of 0.98 (95% CI 0.96-1.00). This model was further externally validated using the test set with an AUC of 0.91 (95% CI 0.81-1.00). CONCLUSION Our prediction model comprising GRS, age, sex, and underlying diseases yields valid predictions of GA-ONFH incidence. It may facilitate effective screening and prevention strategies of GA-ONFH.
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Affiliation(s)
- Chang Jiang
- Department of Orthopaedics, Zhongshan Hospital, Fudan University, Shanghai, 200032, China
| | - Xinyuan Wang
- Department of Orthopaedics, Zhongshan Hospital, Fudan University, Shanghai, 200032, China
| | - Kai Huang
- Dunwill Medical Technology, Shanghai, 201615, China
| | - Limeng Chen
- Dunwill Medical Technology, Shanghai, 201615, China
| | - Zongfei Ji
- Department of Rheumatology, Zhongshan Hospital, Fudan University, Shanghai, 200032, China
| | - Bingxuan Hua
- Department of Orthopaedics, Zhongshan Hospital, Fudan University, Shanghai, 200032, China
| | - Guobin Qi
- Department of Orthopaedics, Zhongshan Hospital, Fudan University, Shanghai, 200032, China
| | - Hengfeng Yuan
- Department of Orthopaedics, Zhongshan Hospital, Fudan University, Shanghai, 200032, China
| | - Yuanwu Cao
- Department of Orthopaedics, Zhongshan Hospital, Fudan University, Shanghai, 200032, China
| | - Lindi Jiang
- Department of Rheumatology, Zhongshan Hospital, Fudan University, Shanghai, 200032, China
| | | | - Zuoqin Yan
- Department of Orthopaedics, Zhongshan Hospital, Fudan University, Shanghai, 200032, China
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Wang XY, Zhang LL, Jiang C, Hua BX, Ji ZF, Fan WS, Gong LJ, Zhu L, Wang XD, Yan ZQ. Altered lipidomic profiles in patients with and without osteonecrosis of the femoral head after 1-month glucocorticoid treatment. Clin Transl Med 2021; 11:e298. [PMID: 33634986 PMCID: PMC7882095 DOI: 10.1002/ctm2.298] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2020] [Revised: 01/11/2021] [Accepted: 01/13/2021] [Indexed: 12/21/2022] Open
Affiliation(s)
- Xin-Yuan Wang
- Department of Orthopaedics, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Lin-Lin Zhang
- Zhongshan Hospital Institute of Clinical Science, Fudan University Shanghai Medical School, Shanghai, China
| | - Chang Jiang
- Department of Orthopaedics, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Bing-Xuan Hua
- Department of Orthopaedics, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Zong-Fei Ji
- Department of Rheumatology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Wen-Shuai Fan
- Department of Orthopaedics, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Lin-Jing Gong
- Department of Pulmonary Medicine, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Liang Zhu
- Department of Orthopaedics, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, China
| | - Xiang-Dong Wang
- Zhongshan Hospital Institute of Clinical Science, Fudan University Shanghai Medical School, Shanghai, China
| | - Zuo-Qin Yan
- Department of Orthopaedics, Zhongshan Hospital, Fudan University, Shanghai, China
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Decreased Serum Pituitary Adenylate Cyclase Activating Polypeptide (PACAP) Levels May Reflect Disease Severity in Patients with Non-traumatic Osteonecrosis of Femoral Head. Int J Pept Res Ther 2020. [DOI: 10.1007/s10989-020-10098-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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Wu RW, Lian WS, Kuo CW, Chen YS, Ko JY, Wang FS. S100 Calcium Binding Protein A9 Represses Angiogenic Activity and Aggravates Osteonecrosis of the Femoral Head. Int J Mol Sci 2019; 20:ijms20225786. [PMID: 31752076 PMCID: PMC6887714 DOI: 10.3390/ijms20225786] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2019] [Revised: 11/12/2019] [Accepted: 11/14/2019] [Indexed: 12/13/2022] Open
Abstract
Ischemic damage aggravation of femoral head collapse is a prominent pathologic feature of osteonecrosis of the femoral head (ONFH). In this regard, S100 calcium binding protein A9 (S100A9) is known to deteriorate joint integrity, however, little is understood about which role S100A9 may play in ONFH. In this study, a proteomics analysis has revealed a decrease in the serum S100A9 level in patients with ONFH upon hyperbaric oxygen therapy. Serum S100A9 levels, along with serum vascular endothelial growth factor (VEGF), soluble vascular cell adhesion molecule-1 (sVCAM-1), interleukin-6 (IL-6), and tartrate-resistant acid phosphatase 5b levels were increased in patients with ONFH, whereas serum osteocalcin levels were decreased as compared to healthy controls. Serum S100A9 levels were increased with the Ficat and Arlet stages of ONFH and correlated with the patients with a history of being on glucocorticoid medication and alcohol consumption. Osteonecrotic tissue showed hypovasculature histopathology together with weak immunostaining for vessel marker CD31 and von Willrbrand factor (vWF) as compared to femoral head fracture specimens. Thrombosed vessels, fibrotic tissue, osteocytes, and inflammatory cells displayed strong S100A9 immunoreactivity in osteonecrotic lesion. In vitro, ONFH serum and S100A9 inhibited the tube formation of vessel endothelial cells and vessel outgrowth of rat aortic rings, whereas the antibody blockade of S100A9 improved angiogenic activities. Taken together, increased S100A9 levels are relevant to the development of ONFH. S100A9 appears to provoke avascular damage, ultimately accelerating femoral head deterioration through reducing angiogenesis. This study provides insight into the molecular mechanism underlying the development of ONFH. Here, analysis also highlights that serum S100A9 is a sensitive biochemical indicator of ONFH.
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Affiliation(s)
- Re-Wen Wu
- Department of Orthopedic Surgery, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung 83301, Taiwan; (R.-W.W.); (J.-Y.K.)
- Department of Medicine; Graduate Institute of Clinical Medical Sciences, Chang Gung University College of Medicine, Kaohsiung 83301, Taiwan
| | - Wei-Shiung Lian
- Department of Medical Research, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung 83301, Taiwan; (W.-S.L.); (C.-W.K.); (Y.-S.C.)
- Core Laboratory for Phenomics & Diagnostics, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung 83301, Taiwan
| | - Chung-Wen Kuo
- Department of Medical Research, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung 83301, Taiwan; (W.-S.L.); (C.-W.K.); (Y.-S.C.)
- Core Laboratory for Phenomics & Diagnostics, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung 83301, Taiwan
| | - Yu-Shan Chen
- Department of Medical Research, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung 83301, Taiwan; (W.-S.L.); (C.-W.K.); (Y.-S.C.)
- Core Laboratory for Phenomics & Diagnostics, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung 83301, Taiwan
| | - Jih-Yang Ko
- Department of Orthopedic Surgery, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung 83301, Taiwan; (R.-W.W.); (J.-Y.K.)
| | - Feng-Sheng Wang
- Department of Medicine; Graduate Institute of Clinical Medical Sciences, Chang Gung University College of Medicine, Kaohsiung 83301, Taiwan
- Department of Medical Research, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung 83301, Taiwan; (W.-S.L.); (C.-W.K.); (Y.-S.C.)
- Core Laboratory for Phenomics & Diagnostics, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung 83301, Taiwan
- Correspondence:
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