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Xu H, Wei J, Chen D, Li Y, Shen Q. Assessing causality between osteoarthritis and gastrointestinal disorders: a Mendelian randomization study. Sci Rep 2023; 13:19603. [PMID: 37950016 PMCID: PMC10638284 DOI: 10.1038/s41598-023-46767-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Accepted: 11/04/2023] [Indexed: 11/12/2023] Open
Abstract
The association between osteoarthritis (OA) and gastrointestinal disorders was found in observational studies. However, the causality is still elusive. A bidirectional Mendelian randomization (MR) analysis using genome wide association studies data was conducted to assess the causal association between OA and gastrointestinal diseases [including peptic ulcer disease (PUD), gastroesophageal reflux disease (GORD), and inflammatory bowel disease (IBD)]. A two-step MR (TSMR) was conducted between OA, gastrointestinal diseases and drugs to explore the mediating effects of non-steroidal anti-inflammatory drugs (NSAIDs) and opioids use. We used multivariable MR (MVMR) analysis to further validate the impact of prescription history on diseases. Results had statistical significance at a Bonferroni corrected P-value below 0.008. We observed that genetically predicted OA had a significant positive association with GORD [odds ratio (OR) = 1.26, P = 5e-05], but not with PUD or IBD. Regarding the other direction, gastrointestinal disorders as exposure had a null association with OA. Using TSMR, OA patients tended to increase the use of NSAIDs (OR = 1.45, P = 0.001) and opioids (OR = 1.77, P = 2e-05), but only the use of opioids increased the risk of GORD (OR = 1.43, P = 5e-09). Further MVMR analysis showed that the adverse effect of OA on GORD was significantly reduced after adjusting for opioids use (OR = 1.20, P = 0.038). This study provides evidence for the causal association between OA and increased risk of GORD, which is partly attributed to opioids use in OA patients but not NSAIDs.
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Affiliation(s)
- Huiqing Xu
- School of Public Health, Hangzhou Medical College, Hangzhou, China
| | - Jiahe Wei
- School of Public Health, Hangzhou Medical College, Hangzhou, China
| | - Dingwan Chen
- School of Public Health, Hangzhou Medical College, Hangzhou, China
| | - Yingjun Li
- Department of Epidemiology and Health Statistics, School of Public Health, Hangzhou Medical College, 481 Binwen Road, Hangzhou, 310053, China.
| | - Qing Shen
- Department of Social Medicine and Health Management, School of Public Health, Hangzhou Medical College, 481 Binwen Road, Hangzhou, 310053, China.
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Kumar D, Neogi T, Peloquin C, Marinko L, Camarinos J, Aoyagi K, Felson DT, Dubreuil M. Delayed timing of physical therapy initiation increases the risk of future opioid use in individuals with knee osteoarthritis: a real-world cohort study. Br J Sports Med 2023; 57:958-964. [PMID: 36822841 PMCID: PMC10444904 DOI: 10.1136/bjsports-2022-106044] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/15/2023] [Indexed: 02/25/2023]
Abstract
OBJECTIVE We assessed whether late versus early initiation of physical therapy (PT) was related to greater risk of future opioid use in people with knee osteoarthritis (OA) who receive PT. METHODS We used Commercial and Medicare Advantage claims data from 1999 to 2018 from American adults with incident knee OA referred for PT within 1 year of diagnosis. We categorised people as opioid naïve or opioid experienced based on prior prescriptions. We examined the association of timing of PT initiation with any and chronic opioid use over 1 year. RESULTS Of the 67 245 individuals with incident knee OA, 35 899 were opioid naïve and 31 346 were opioid experienced. In the opioid naïve group, compared with PT within 1 month, PT 1 to <3, 3 to <6, 6 to <9, 9-12 months from diagnosis was associated with adjusted risk ratio (aRR (95% CIs)) for any opioid use of 1.18 (1.10 to 1.28), 1.49 (1.37 to 1.61), 1.73 (1.58 to 1.89) and 1.93 (1.76 to 2.12), respectively; aRRs (95% CIs) for chronic opioid use were 1.25 (1.01 to 1.54), 1.83 (1.48 to 2.26), 2.29 (1.82 to 2.89) and 2.50 (1.96 to 3.19). Results were similar among opioid experienced; aRRs (95% CIs) for any opioid use were 1.19 (1.14 to 1.24), 1.32 (1.26 to 1.37), 1.39 (1.32 to 1.45) and 1.54 (1.46 to 1.61); aRRs (95% CIs) for chronic opioid use were 1.25 (1.17 to1.34), 1.43 (1.33 to 1.54), 1.53 (1.41 to 1.66) and 1.65 (1.51 to 1.80). CONCLUSION Compared with PT initiation within 1 month, delayed PT initiation was associated with higher risk of opioid use in people with incident knee OA. The longer the delay in PT initiation, the greater was the risk.
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Affiliation(s)
- Deepak Kumar
- Department of Physical Therapy, Boston University, Boston, Massachusetts, USA
- Section of Rheumatology, Department of Medicine, Boston University School of Medicine, Boston, Massachusetts, USA
| | - Tuhina Neogi
- Section of Rheumatology, Department of Medicine, Boston University School of Medicine, Boston, Massachusetts, USA
| | - Christine Peloquin
- Section of Rheumatology, Department of Medicine, Boston University School of Medicine, Boston, Massachusetts, USA
| | - Lee Marinko
- Department of Physical Therapy, Boston University, Boston, Massachusetts, USA
| | - James Camarinos
- Department of Physical Therapy, Boston University, Boston, Massachusetts, USA
| | - Kosaku Aoyagi
- Section of Rheumatology, Department of Medicine, Boston University School of Medicine, Boston, Massachusetts, USA
- Physical Therapy Program, The University of Texas at El Paso, El Paso, Texas, USA
| | - David T Felson
- Section of Rheumatology, Department of Medicine, Boston University School of Medicine, Boston, Massachusetts, USA
| | - Maureen Dubreuil
- Section of Rheumatology, Department of Medicine, Boston University School of Medicine, Boston, Massachusetts, USA
- Visiting Scholar, Optum Labs, Eden Prairie, Minnesota, USA
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Hurtado I, Robles C, Peiró S, García-Sempere A, Llopis-Cardona F, Sánchez-Sáez F, Rodríguez-Bernal C, Sanfélix-Gimeno G. Real-world patterns of opioid therapy initiation in Spain, 2012-2018: A population-based, retrospective cohort study with 957,080 patients and 1,509,488 initiations. Front Pharmacol 2022; 13:1025340. [PMID: 36467078 PMCID: PMC9709437 DOI: 10.3389/fphar.2022.1025340] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2022] [Accepted: 11/01/2022] [Indexed: 07/29/2023] Open
Abstract
Introduction: Europe has seen a steady increase in the use of prescription opioids, especially in non-cancer indications. Epidemiological data on the patterns of use of opioids is required to optimize prescription. We aim to describe the patterns of opioid therapy initiation for non-cancer pain and characteristics of patients treated in a region with five million inhabitants in the period 2012 to 2018. Methods: Population-based retrospective cohort study of all adult patients initiating opioid therapy for non-cancer pain in the region of Valencia. We described patient characteristics at baseline and the characteristics of baseline and subsequent treatment initiation. We used multinominal regression models to identify individual factors associated with initiation. Results: A total of 957,080 patients initiated 1,509,488 opioid treatments (957,080 baseline initiations, 552,408 subsequent initiations). For baseline initiations, 738,749 were with tramadol (77.19%), 157,098 with codeine (16.41%) 58,436 (6.11%) with long-acting opioids, 1,518 (0.16%) with short-acting opioids and 1,279 (0.13%) with ultrafast drugs. When compared to tramadol, patients initiating with short-acting, long-acting and ultrafast opioids were more likely to be older and had more comorbidities, whereas initiators with codeine were more prone to be healthier and younger. Treatments lasting less than 7 days accounted for 41.82% of initiations, and 11.89% lasted more than 30 days. 19.55% of initiators with ultrafast fentanyl received more than 120 daily Morphine Milligram Equivalents (MME), and 16.12% of patients initiating with long-acting opioids were prescribed more than 90 daily MME (p < 0.001). Musculoskeletal indications accounted for 65.05% of opioid use. Overlap with benzodiazepines was observed in 24.73% of initiations, overlap with gabapentinoids was present in 11.04% of initiations with long-acting opioids and 28.39% of initiators with short-acting opioids used antipsychotics concomitantly. In subsequent initiations, 55.48% of treatments included three or more prescriptions (vs. 17.60% in baseline initiations) and risk of overlap was also increased. Conclusion: Opioids are initiated for a vast array of non-oncological indications, and, despite clinical guidelines, short-acting opioids are used marginally, and a significant number of patients is exposed to potentially high-risk patterns of initiation, such as treatments lasting more than 14 days, treatments surpassing 50 daily MMEs, initiating with long-acting opioids, or hazardous overlapping with other therapies.
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Affiliation(s)
- Isabel Hurtado
- Health Services Research Unit, Foundation for the Promotion of Health and Biomedical Research of Valencia Region, Valencia, Fisabio
- Network for Research on Chronicity Primary Care and Health Promotion (RICAPPS), Valencia, Fisabio
| | - Celia Robles
- Health Services Research Unit, Foundation for the Promotion of Health and Biomedical Research of Valencia Region, Valencia, Fisabio
- Network for Research on Chronicity Primary Care and Health Promotion (RICAPPS), Valencia, Fisabio
| | - Salvador Peiró
- Health Services Research Unit, Foundation for the Promotion of Health and Biomedical Research of Valencia Region, Valencia, Fisabio
- Network for Research on Chronicity Primary Care and Health Promotion (RICAPPS), Valencia, Fisabio
| | - Aníbal García-Sempere
- Health Services Research Unit, Foundation for the Promotion of Health and Biomedical Research of Valencia Region, Valencia, Fisabio
- Network for Research on Chronicity Primary Care and Health Promotion (RICAPPS), Valencia, Fisabio
| | - Fran Llopis-Cardona
- Health Services Research Unit, Foundation for the Promotion of Health and Biomedical Research of Valencia Region, Valencia, Fisabio
- Network for Research on Chronicity Primary Care and Health Promotion (RICAPPS), Valencia, Fisabio
| | - Francisco Sánchez-Sáez
- Health Services Research Unit, Foundation for the Promotion of Health and Biomedical Research of Valencia Region, Valencia, Fisabio
- Network for Research on Chronicity Primary Care and Health Promotion (RICAPPS), Valencia, Fisabio
| | - Clara Rodríguez-Bernal
- Health Services Research Unit, Foundation for the Promotion of Health and Biomedical Research of Valencia Region, Valencia, Fisabio
- Network for Research on Chronicity Primary Care and Health Promotion (RICAPPS), Valencia, Fisabio
| | - Gabriel Sanfélix-Gimeno
- Health Services Research Unit, Foundation for the Promotion of Health and Biomedical Research of Valencia Region, Valencia, Fisabio
- Network for Research on Chronicity Primary Care and Health Promotion (RICAPPS), Valencia, Fisabio
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Hwang JJ, Choi J, Rim YA, Nam Y, Ju JH. Application of Induced Pluripotent Stem Cells for Disease Modeling and 3D Model Construction: Focus on Osteoarthritis. Cells 2021; 10:cells10113032. [PMID: 34831254 PMCID: PMC8622662 DOI: 10.3390/cells10113032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2021] [Revised: 10/25/2021] [Accepted: 10/28/2021] [Indexed: 11/16/2022] Open
Abstract
Since their discovery in 2006, induced pluripotent stem cells (iPSCs) have shown promising potential, specifically because of their accessibility and plasticity. Hence, the clinical applicability of iPSCs was investigated in various fields of research. However, only a few iPSC studies pertaining to osteoarthritis (OA) have been performed so far, despite the high prevalence rate of degenerative joint disease. In this review, we discuss some of the most recent applications of iPSCs in disease modeling and the construction of 3D models in various fields, specifically focusing on osteoarthritis and OA-related conditions. Notably, we comprehensively reviewed the successful results of iPSC-derived disease models in recapitulating OA phenotypes for both OA and early-onset OA to encompass their broad etiology. Moreover, the latest publications with protocols that have used iPSCs to construct 3D models in recapitulating various conditions, particularly the OA environment, were further discussed. With the overall optimistic results seen in both fields, iPSCs are expected to be more widely used for OA disease modeling and 3D model construction, which could further expand OA drug screening, risk assessment, and therapeutic capabilities.
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Affiliation(s)
- Joel Jihwan Hwang
- College of Public Health and Social Justice, Saint Louis University, St. Louis, MO 63103, USA;
| | - Jinhyeok Choi
- YiPSCELL, Inc., 39 Banpo-daero, Seocho-gu, Seoul 06579, Korea; (J.C.); (Y.N.)
| | - Yeri Alice Rim
- Catholic iPSC Research Center, College of Medicine, The Catholic University of Korea, Seoul 06591, Korea;
| | - Yoojun Nam
- YiPSCELL, Inc., 39 Banpo-daero, Seocho-gu, Seoul 06579, Korea; (J.C.); (Y.N.)
| | - Ji Hyeon Ju
- YiPSCELL, Inc., 39 Banpo-daero, Seocho-gu, Seoul 06579, Korea; (J.C.); (Y.N.)
- Catholic iPSC Research Center, College of Medicine, The Catholic University of Korea, Seoul 06591, Korea;
- Division of Rheumatology, Department of Internal Medicine, Institute of Medical Science, College of Medicine, The Catholic University of Korea, Seoul St. Mary’s Hospital, Seoul 06591, Korea
- Correspondence:
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