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Dagestad MH, Toppe MK, Kristoffersen PM, Gjefsen E, Andersen E, Assmus J, Vetti N, Espeland A. Dixon T2 imaging of vertebral bone edema: reliability and comparison with short tau inversion recovery. Acta Radiol 2024; 65:273-283. [PMID: 36560906 PMCID: PMC10964391 DOI: 10.1177/02841851221146130] [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: 11/17/2020] [Accepted: 11/30/2022] [Indexed: 12/24/2022]
Abstract
BACKGROUND It is uncertain whether T2-weighted Dixon water images (DixonT2w) and short tau inversion recovery (STIR) are interchangeable when evaluating vertebral bone edema, or if one method is superior or visualizes the edema differently. PURPOSE To compare image quality and Modic change (MC)-related edema between DixonT2w and STIR and estimate inter-observer reliability for MC edema on DixonT2w. MATERIAL AND METHODS Consecutive patients (n = 120) considered for the Antibiotics in Modic changes (AIM) trial underwent lumbar 1.5-T magnetic resonance imaging with two-point DixonT2w and STIR. Two radiologists assessed MC-related high-signal lesions on DixonT2w and compared image quality and lesion extent with STIR. Cohen's kappa and mean of differences ± limits of agreement were calculated. RESULTS Fat suppression and artefacts were similar on DixonT2w and STIR in 116 of 120 (97%) patients. Lesion conspicuity was similar in 88, better on STIR in 10, and better on DixonT2w in 9 of 107 patients with MC-related high-signal lesions. Contrast-to-noise ratio for STIR versus DixonT2w was 19.1 versus 17.1 (mean of differences 2.0 ± 8.2). Of 228 lesions L4-S1, 215 (94%) had similar extent on DixonT2w and STIR, 11 were smaller/undetected on STIR, and two were smaller/undetected on DixonT2w. Lesions missed on STIR (n = 9) or DixonT2w (n = 1) had a weak signal increase on the other sequence (≤17%; 0% = vertebral body, 100% = cerebrospinal fluid). Inter-observer reliability (mean kappa L4-S1) was very good for presence (0.87), moderate for height (0.44), and good for volume (0.63) of lesions on DixonT2w. CONCLUSION DixonT2w provided similar visualization of MC-related vertebral edema as STIR.
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Affiliation(s)
- Magnhild H Dagestad
- Department of Radiology, Haukeland University Hospital, Bergen, Norway
- Department of Clinical Medicine, University of Bergen, Bergen, Norway
| | - Monika K Toppe
- Department of Radiology, Haukeland University Hospital, Bergen, Norway
| | - Per M Kristoffersen
- Department of Radiology, Haukeland University Hospital, Bergen, Norway
- Department of Clinical Medicine, University of Bergen, Bergen, Norway
| | - Elisabeth Gjefsen
- Research and Communication Unit for Musculoskeletal Health (FORMI), Oslo University Hospital HF, Oslo, Norway
- Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Erling Andersen
- Department of Clinical Engineering, Haukeland University Hospital, Bergen, Norway
| | - Jörg Assmus
- Centre for Clinical Research, Haukeland University Hospital, Bergen, Norway
| | - Nils Vetti
- Department of Radiology, Haukeland University Hospital, Bergen, Norway
- Department of Clinical Medicine, University of Bergen, Bergen, Norway
| | - Ansgar Espeland
- Department of Radiology, Haukeland University Hospital, Bergen, Norway
- Department of Clinical Medicine, University of Bergen, Bergen, Norway
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Espeland A, Kristoffersen PM, Bråten LCH, Grøvle L, Grotle M, Haugen AJ, Rolfsen MP, Hellum C, Zwart JA, Storheim K, Assmus J, Vetti N. Longitudinal Relationship Between Reduced Modic Change Edema and Disability and Pain in Patients With Chronic Low Back Pain. Spine (Phila Pa 1976) 2023; 48:1699-1708. [PMID: 37759351 PMCID: PMC10662590 DOI: 10.1097/brs.0000000000004837] [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: 03/15/2023] [Accepted: 09/18/2023] [Indexed: 09/29/2023]
Abstract
STUDY DESIGN Secondary analyses of a randomized trial [Antibiotics In Modic changes (MCs) study]. OBJECTIVE To assess whether or not reduced MC edema over time is related to reduced disability and pain in patients with chronic low back pain (LBP). SUMMARY OF BACKGROUND DATA It is not clear whether or not reduced MC edema implies improved clinical outcomes. PATIENTS AND METHODS Linear regression was conducted separately in 2 subgroups with MC edema at baseline on short tau inversion recovery (STIR) or T1/T2-weighted magnetic resonance imaging, respectively. Independent variable: reduced edema (yes/no) at 1 year on STIR or T1/T2-series, respectively. Dependent variable: 1-year score on the Roland-Morris Disability Questionnaire (RMDQ), Oswestry Disability Index (ODI), or 0 to 10 numeric rating scale for LBP intensity, adjusted for the baseline score, age, smoking, body mass index, physical workload, and baseline edema on STIR (STIR analysis only). Post hoc, we, in addition, adjusted all analyses for baseline edema on STIR, treatment group (amoxicillin/placebo), and prior disc surgery-or for disc degeneration. RESULTS Among patients with MC edema on STIR at baseline (n = 162), reduced edema on STIR was not significantly related to the RMDQ ( B : -1.0, 95% CI: -2.8, 0.8; P = 0.27), ODI ( B :-1.4, 95% CI: -5.4, 2.6; P = 0.50), or LBP intensity scores ( B : -0.05, 95% CI: -0.8, 0.7; P = 0.90) after 1 year. Among patients with MC edema on T1/T2-series at baseline (n = 116), reduced edema on T1/T2 ( i.e ., reduced volume of the type 1 part of MCs) was not significantly related to RMDQ ( B: -1.7, 95% CI: -3.8, 0.3; P = 0.10) or ODI score ( B : -2.3, 95% CI: -7.1, 2.5; P = 0.34) but was significantly related to LBP intensity at 1 year ( B : -0.9, 95% CI: -1.8, -0.04; P = 0.04; correlation coefficient: 0.24). The post hoc analyses supported these results. CONCLUSION Reduced MC edema over 1 year was not significantly associated with pain-related disability but was (on T1/T2-series) significantly but weakly related to reduced LBP intensity. LEVEL OF EVIDENCE Level 3.
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Affiliation(s)
- Ansgar Espeland
- Department of Radiology, Haukeland University Hospital, Bergen, Norway
- Department of Clinical Medicine, University of Bergen, Bergen, Norway
| | - Per Martin Kristoffersen
- Department of Radiology, Haukeland University Hospital, Bergen, Norway
- Department of Clinical Medicine, University of Bergen, Bergen, Norway
| | - Lars Christian Haugli Bråten
- Department of Research and Innovation, Division of Clinical Neuroscience, Oslo University Hospital, Nydalen, Oslo, Norway
| | - Lars Grøvle
- Department of Rheumatology, Østfold Hospital Trust, Grålum, Norway
| | - Margreth Grotle
- Department of Research and Innovation, Division of Clinical Neuroscience, Oslo University Hospital, Nydalen, Oslo, Norway
- Department of Rehabilitation Science and Health Technology, Centre for Intelligent Musculoskeletal Health, Oslo Metropolitan University, Oslo, Norway
| | | | - Mads Peder Rolfsen
- Faculty of Medicine, University of Oslo, Blindern, Oslo, Norway
- Department of Orthopedic Surgery, Oslo University Hospital, Nydalen, Oslo, Norway
| | - Christian Hellum
- Department of Orthopedic Surgery, Oslo University Hospital, Nydalen, Oslo, Norway
| | - John-Anker Zwart
- Department of Research and Innovation, Division of Clinical Neuroscience, Oslo University Hospital, Nydalen, Oslo, Norway
- Faculty of Medicine, University of Oslo, Blindern, Oslo, Norway
| | - Kjersti Storheim
- Department of Research and Innovation, Division of Clinical Neuroscience, Oslo University Hospital, Nydalen, Oslo, Norway
- Department of Rehabilitation Science and Health Technology, Centre for Intelligent Musculoskeletal Health, Oslo Metropolitan University, Oslo, Norway
| | - Jörg Assmus
- Centre for Clinical Research, Haukeland University Hospital, Bergen, Norway
| | - Nils Vetti
- Department of Radiology, Haukeland University Hospital, Bergen, Norway
- Department of Clinical Medicine, University of Bergen, Bergen, Norway
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Aboushaala K, Wong AYL, Barajas JN, Lim P, Al-Harthi L, Chee A, Forsyth CB, Oh CD, Toro SJ, Williams FMK, An HS, Samartzis D. The Human Microbiome and Its Role in Musculoskeletal Disorders. Genes (Basel) 2023; 14:1937. [PMID: 37895286 PMCID: PMC10606932 DOI: 10.3390/genes14101937] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2023] [Revised: 10/06/2023] [Accepted: 10/09/2023] [Indexed: 10/29/2023] Open
Abstract
Musculoskeletal diseases (MSDs) are characterized as injuries and illnesses that affect the musculoskeletal system. MSDs affect every population worldwide and are associated with substantial global burden. Variations in the makeup of the gut microbiota may be related to chronic MSDs. There is growing interest in exploring potential connections between chronic MSDs and variations in the composition of gut microbiota. The human microbiota is a complex community consisting of viruses, archaea, bacteria, and eukaryotes, both inside and outside of the human body. These microorganisms play crucial roles in influencing human physiology, impacting metabolic and immunological systems in health and disease. Different body areas host specific types of microorganisms, with facultative anaerobes dominating the gastrointestinal tract (able to thrive with or without oxygen), while strict aerobes prevail in the nasal cavity, respiratory tract, and skin surfaces (requiring oxygen for development). Together with the immune system, these bacteria have coevolved throughout time, forming complex biological relationships. Changes in the microbial ecology of the gut may have a big impact on health and can help illnesses develop. These changes are frequently impacted by lifestyle choices and underlying medical disorders. The potential for safety, expenses, and efficacy of microbiota-based medicines, even with occasional delivery, has attracted interest. They are, therefore, a desirable candidate for treating MSDs that are chronic and that may have variable progression patterns. As such, the following is a narrative review to address the role of the human microbiome as it relates to MSDs.
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Affiliation(s)
- Khaled Aboushaala
- Department of Orthopedic Surgery, Rush University Medical Center, Chicago, IL 60612, USA; (K.A.); (J.N.B.); (P.L.); (A.C.); (C.-d.O.); (S.J.T.); (H.S.A.)
- International Spine Research and Innovation Initiative, Rush University Medical Center, Chicago, IL 60612, USA
| | - Arnold Y. L. Wong
- Department of Rehabilitation Sciences, The Hong Kong Polytechnic University, Hong Kong SAR, China;
| | - Juan Nicolas Barajas
- Department of Orthopedic Surgery, Rush University Medical Center, Chicago, IL 60612, USA; (K.A.); (J.N.B.); (P.L.); (A.C.); (C.-d.O.); (S.J.T.); (H.S.A.)
- International Spine Research and Innovation Initiative, Rush University Medical Center, Chicago, IL 60612, USA
| | - Perry Lim
- Department of Orthopedic Surgery, Rush University Medical Center, Chicago, IL 60612, USA; (K.A.); (J.N.B.); (P.L.); (A.C.); (C.-d.O.); (S.J.T.); (H.S.A.)
- International Spine Research and Innovation Initiative, Rush University Medical Center, Chicago, IL 60612, USA
| | - Lena Al-Harthi
- Department of Microbial Pathogens and Immunity, Rush University Medical Center, Chicago, IL 60612, USA;
| | - Ana Chee
- Department of Orthopedic Surgery, Rush University Medical Center, Chicago, IL 60612, USA; (K.A.); (J.N.B.); (P.L.); (A.C.); (C.-d.O.); (S.J.T.); (H.S.A.)
- International Spine Research and Innovation Initiative, Rush University Medical Center, Chicago, IL 60612, USA
| | - Christopher B. Forsyth
- Department of Internal Medicine, Rush University Medical Center, Chicago, IL 60612, USA;
| | - Chun-do Oh
- Department of Orthopedic Surgery, Rush University Medical Center, Chicago, IL 60612, USA; (K.A.); (J.N.B.); (P.L.); (A.C.); (C.-d.O.); (S.J.T.); (H.S.A.)
- International Spine Research and Innovation Initiative, Rush University Medical Center, Chicago, IL 60612, USA
| | - Sheila J. Toro
- Department of Orthopedic Surgery, Rush University Medical Center, Chicago, IL 60612, USA; (K.A.); (J.N.B.); (P.L.); (A.C.); (C.-d.O.); (S.J.T.); (H.S.A.)
- International Spine Research and Innovation Initiative, Rush University Medical Center, Chicago, IL 60612, USA
| | | | - Howard S. An
- Department of Orthopedic Surgery, Rush University Medical Center, Chicago, IL 60612, USA; (K.A.); (J.N.B.); (P.L.); (A.C.); (C.-d.O.); (S.J.T.); (H.S.A.)
- International Spine Research and Innovation Initiative, Rush University Medical Center, Chicago, IL 60612, USA
| | - Dino Samartzis
- Department of Orthopedic Surgery, Rush University Medical Center, Chicago, IL 60612, USA; (K.A.); (J.N.B.); (P.L.); (A.C.); (C.-d.O.); (S.J.T.); (H.S.A.)
- International Spine Research and Innovation Initiative, Rush University Medical Center, Chicago, IL 60612, USA
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Vigeland MD, Flåm ST, Vigeland MD, Espeland A, Zucknick M, Wigemyr M, Bråten LCH, Gjefsen E, Zwart JA, Storheim K, Pedersen LM, Selmer K, Lie BA, Gervin K, The Aim Study Group. Long-Term Use of Amoxicillin Is Associated with Changes in Gene Expression and DNA Methylation in Patients with Low Back Pain and Modic Changes. Antibiotics (Basel) 2023; 12:1217. [PMID: 37508313 PMCID: PMC10376514 DOI: 10.3390/antibiotics12071217] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2023] [Revised: 07/09/2023] [Accepted: 07/15/2023] [Indexed: 07/30/2023] Open
Abstract
Long-term antibiotics are prescribed for a variety of medical conditions, recently including low back pain with Modic changes. The molecular impact of such treatment is unknown. We conducted longitudinal transcriptome and epigenome analyses in patients (n = 100) receiving amoxicillin treatment or placebo for 100 days in the Antibiotics in Modic Changes (AIM) study. Gene expression and DNA methylation were investigated at a genome-wide level at screening, after 100 days of treatment, and at one-year follow-up. We identified intra-individual longitudinal changes in gene expression and DNA methylation in patients receiving amoxicillin, while few changes were observed in patients receiving placebo. After 100 days of amoxicillin treatment, 28 genes were significantly differentially expressed, including the downregulation of 19 immunoglobulin genes. At one-year follow-up, the expression levels were still not completely restored. The significant changes in DNA methylation (n = 4548 CpGs) were mainly increased methylation levels between 100 days and one-year follow-up. Hence, the effects on gene expression occurred predominantly during treatment, while the effects on DNA methylation occurred after treatment. In conclusion, unrecognized side effects of long-term amoxicillin treatment were revealed, as alterations were observed in both gene expression and DNA methylation that lasted long after the end of treatment.
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Affiliation(s)
- Maria Dehli Vigeland
- Department of Research, Innovation and Education, Division of Clinical Neuroscience, Oslo University Hospital, 0450 Oslo, Norway
- Faculty of Medicine, University of Oslo, 0313 Oslo, Norway
- Department of Medical Genetics, Oslo University Hospital and University of Oslo, 0450 Oslo, Norway
| | - Siri Tennebø Flåm
- Department of Medical Genetics, Oslo University Hospital and University of Oslo, 0450 Oslo, Norway
| | - Magnus Dehli Vigeland
- Faculty of Medicine, University of Oslo, 0313 Oslo, Norway
- Department of Medical Genetics, Oslo University Hospital and University of Oslo, 0450 Oslo, Norway
| | - Ansgar Espeland
- Department of Radiology, Haukeland University Hospital, 5021 Bergen, Norway
- Department of Clinical Medicine, University of Bergen, 5020 Bergen, Norway
| | - Manuela Zucknick
- Oslo Centre for Biostatistics and Epidemiology, University of Oslo, 0313 Oslo, Norway
| | - Monica Wigemyr
- Department of Research, Innovation and Education, Division of Clinical Neuroscience, Oslo University Hospital, 0450 Oslo, Norway
| | - Lars Christian Haugli Bråten
- Department of Research, Innovation and Education, Division of Clinical Neuroscience, Oslo University Hospital, 0450 Oslo, Norway
| | - Elisabeth Gjefsen
- Department of Research, Innovation and Education, Division of Clinical Neuroscience, Oslo University Hospital, 0450 Oslo, Norway
- Faculty of Medicine, University of Oslo, 0313 Oslo, Norway
| | - John-Anker Zwart
- Department of Research, Innovation and Education, Division of Clinical Neuroscience, Oslo University Hospital, 0450 Oslo, Norway
- Faculty of Medicine, University of Oslo, 0313 Oslo, Norway
| | - Kjersti Storheim
- Department of Research, Innovation and Education, Division of Clinical Neuroscience, Oslo University Hospital, 0450 Oslo, Norway
- Department of Physiotherapy, Oslo Metropolitan University, 0167 Oslo, Norway
| | - Linda Margareth Pedersen
- Department of Research, Innovation and Education, Division of Clinical Neuroscience, Oslo University Hospital, 0450 Oslo, Norway
- Department of Physiotherapy, Oslo Metropolitan University, 0167 Oslo, Norway
| | - Kaja Selmer
- Department of Research, Innovation and Education, Division of Clinical Neuroscience, Oslo University Hospital, 0450 Oslo, Norway
- Faculty of Medicine, University of Oslo, 0313 Oslo, Norway
- National Center for Epilepsy, Oslo University Hospital, 1337 Sandvika, Norway
| | - Benedicte Alexandra Lie
- Faculty of Medicine, University of Oslo, 0313 Oslo, Norway
- Department of Medical Genetics, Oslo University Hospital and University of Oslo, 0450 Oslo, Norway
| | - Kristina Gervin
- Department of Research, Innovation and Education, Division of Clinical Neuroscience, Oslo University Hospital, 0450 Oslo, Norway
- Pharmacoepidemiology and Drug Safety Research Group, Department of Pharmacy, School of Pharmacy, University of Oslo, 0313 Oslo, Norway
| | - The Aim Study Group
- Department of Research, Innovation and Education, Division of Clinical Neuroscience, Oslo University Hospital, 0450 Oslo, Norway
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Amoxicillin Did Not Reduce Modic Change Edema in Patients With Chronic Low Back Pain: Subgroup Analyses of a Randomised Trial (the AIM Study). Spine (Phila Pa 1976) 2023; 48:147-154. [PMID: 36223435 PMCID: PMC9812422 DOI: 10.1097/brs.0000000000004513] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/17/2022] [Accepted: 10/05/2022] [Indexed: 02/01/2023]
Abstract
STUDY DESIGN Exploratory subgroup analyses of a randomised trial [Antibiotics in Modic changes (AIM) study]. OBJECTIVE The aim was to assess the effect of amoxicillin versus placebo in reducing Modic change (MC) edema in patients with chronic low back pain. SUMMARY OF BACKGROUND DATA The AIM study showed a small, clinically insignificant effect of amoxicillin on pain-related disability in patients with chronic low back pain and MC type 1 (edema type) on magnetic resonance imaging (MRI). MATERIALS AND METHODS A total of 180 patients were randomised to receive 100 days of amoxicillin or placebo. MC edema was assessed on MRI at baseline and one-year follow-up. Per-protocol analyses were conducted in subgroups with MC edema on short tau inversion recovery (STIR) or T1/T2-weighted MRI at baseline. MC edema reductions (yes/no) in STIR and T1/T2 series were analyzed separately. The effect of amoxicillin in reducing MC edema was analyzed using logistic regression adjusted for prior disk surgery. To assess the effect of amoxicillin versus placebo within the group with the most abundant MC edema on STIR at baseline ("STIR3" group), we added age, STIR3 (yes/no), and STIR3×treatment group (interaction term) as independent variables and compared the marginal means (probabilities of edema reduction). RESULTS Compared to placebo, amoxicillin did not reduce MC edema on STIR (volume/intensity) in the total sample with edema on STIR at baseline (odds ratio 1.0, 95% CI: 0.5, 2.0; n=141) or within the STIR3 group (probability of edema reduction 0.69, 95% CI: 0.47, 0.92 with amoxicillin and 0.61, 95% CI: 0.43, 0.80 with placebo; n=41). Compared with placebo, amoxicillin did not reduce MC edema in T1/T2 series (volume of the type 1 part of MCs) (odds ratio: 1.0, 95% CI: 0.5, 2.3, n=104). Edema declined in >50% of patients in both treatment groups. CONCLUSIONS From baseline to one-year follow-up, amoxicillin did not reduce MC edema compared with placebo. LEVEL OF EVIDENCE 2.
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Dhariwal A, Haugli Bråten LC, Sturød K, Salvadori G, Bargheet A, Åmdal H, Junges R, Berild D, Zwart JA, Storheim K, Petersen FC. Differential response to prolonged amoxicillin treatment: long-term resilience of the microbiome versus long-lasting perturbations in the gut resistome. Gut Microbes 2023; 15:2157200. [PMID: 36576106 PMCID: PMC9809947 DOI: 10.1080/19490976.2022.2157200] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
The collateral impact of antibiotics on the microbiome has attained increasing attention. However, the ecological consequences of long-term antibiotic exposure on the gut microbiome, including antibiotic resistance, are still limited. Here, we investigated long-term exposure effects to amoxicillin on the human gut microbiome and resistome. Fecal samples were collected from 20 patients receiving 3-months of amoxicillin or placebo treatment as part of a Norwegian multicenter clinical trial on chronic low back pain (AIM study). Samples were collected at baseline, last day of treatment, and 9 months after antibiotic cessation. The abundance and diversity of microbial and resistome composition were characterized using whole shotgun and functional metagenomic sequencing data. While the microbiome profiles of placebo subjects were stable over time, discernible changes in diversity and overall microbiome composition were observed after amoxicillin treatment. In particular, health-associated short-chain fatty acid producing species significantly decreased in proportion. However, these changes were short-lived as the microbiome showed overall recovery 9 months post-treatment. On the other hand, exposure to long-term amoxicillin was associated with an increase in total antimicrobial resistance gene load and diversity of antimicrobial resistance genes, with persistent changes even at 9 months post-treatment. Additionally, beta-lactam resistance was the most affected antibiotic class, suggesting a targeted response to amoxicillin, although changes at the gene level varied across individuals. Overall, our results suggest that the impact of prolonged amoxicillin exposure was more explicit and long-lasting in the fecal resistome than in microbiome composition. Such information is relevant for designing rational administration guidelines for antibiotic therapies.
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Affiliation(s)
- Achal Dhariwal
- Institute of Oral Biology, Faculty of Dentistry, University of Oslo, Oslo, Norway
| | - Lars Christian Haugli Bråten
- Department of Research and Innovation, Division of Clinical Neuroscience, Oslo University Hospital HF, Oslo, Norway
| | - Kjersti Sturød
- Institute of Oral Biology, Faculty of Dentistry, University of Oslo, Oslo, Norway
| | - Gabriela Salvadori
- Institute of Oral Biology, Faculty of Dentistry, University of Oslo, Oslo, Norway
| | - Ahmed Bargheet
- Institute of Oral Biology, Faculty of Dentistry, University of Oslo, Oslo, Norway
| | - Heidi Åmdal
- Institute of Oral Biology, Faculty of Dentistry, University of Oslo, Oslo, Norway
| | - Roger Junges
- Institute of Oral Biology, Faculty of Dentistry, University of Oslo, Oslo, Norway
| | - Dag Berild
- Department of Infectious Diseases, Oslo University Hospital HF, Oslo, Norway,Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - John-Anker Zwart
- Department of Research and Innovation, Division of Clinical Neuroscience, Oslo University Hospital HF, Oslo, Norway,Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Kjersti Storheim
- Department of Research and Innovation, Division of Clinical Neuroscience, Oslo University Hospital HF, Oslo, Norway,Department of Physiotherapy, Faculty of Health Science, Oslo Metropolitan University, Oslo, Norway
| | - Fernanda Cristina Petersen
- Institute of Oral Biology, Faculty of Dentistry, University of Oslo, Oslo, Norway,CONTACT Fernanda Cristina Petersen Institute of Oral Biology, Faculty of Dentistry, University of Oslo, Oslo, Norway
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Dagestad MH, Vetti N, Kristoffersen PM, Zwart JA, Storheim K, Bakland G, Brox JI, Grøvle L, Marchand GH, Andersen E, Assmus J, Espeland A. Apparent diffusion coefficient values in Modic changes – interobserver reproducibility and relation to Modic type. BMC Musculoskelet Disord 2022; 23:695. [PMID: 35869480 PMCID: PMC9306145 DOI: 10.1186/s12891-022-05610-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/24/2022] [Accepted: 06/29/2022] [Indexed: 11/21/2022] Open
Abstract
Background Modic Changes (MCs) in the vertebral bone marrow were related to back pain in some studies but have uncertain clinical relevance. Diffusion weighted MRI with apparent diffusion coefficient (ADC)-measurements can add information on bone marrow lesions. However, few have studied ADC measurements in MCs. Further studies require reproducible and valid measurements. We expect valid ADC values to be higher in MC type 1 (oedema type) vs type 3 (sclerotic type) vs type 2 (fatty type). Accordingly, the purpose of this study was to evaluate ADC values in MCs for interobserver reproducibility and relation to MC type. Methods We used ADC maps (b 50, 400, 800 s/mm2) from 1.5 T lumbar spine MRI of 90 chronic low back pain patients with MCs in the AIM (Antibiotics In Modic changes)-study. Two radiologists independently measured ADC in fixed-sized regions of interests. Variables were MC-ADC (ADC in MC), MC-ADC% (0% = vertebral body, 100% = cerebrospinal fluid) and MC-ADC-ratio (MC-ADC divided by vertebral body ADC). We calculated mean difference between observers ± limits of agreement (LoA) at separate endplates. The relation between ADC variables and MC type was assessed using linear mixed-effects models and by calculating the area under the receiver operating characteristic curve (AUC). Results The 90 patients (mean age 44 years; 54 women) had 224 MCs Th12-S1 comprising type 1 (n = 111), type 2 (n = 91) and type 3 MC groups (n = 22). All ADC variables had higher predicted mean for type 1 vs 3 vs 2 (p < 0.001 to 0.02): MC-ADC (10− 6 mm2/s) 1201/796/576, MC-ADC% 36/21/14, and MC-ADC-ratio 5.9/4.2/3.1. MC-ADC and MC-ADC% had moderate to high ability to discriminate between the MC type groups (AUC 0.73–0.91). MC-ADC-ratio had low to moderate ability (AUC 0.67–0.85). At L4-S1, widest/narrowest LoA were for MC-ADC 20 ± 407/12 ± 254, MC-ADC% 1.6 ± 18.8/1.4 ± 10.4, and MC-ADC-ratio 0.3 ± 4.3/0.2 ± 3.9. Difference between observers > 50% of their mean value was less frequent for MC-ADC (9% of MCs) vs MC-ADC% and MC-ADC-ratio (17–20%). Conclusions The MC-ADC variable (highest mean ADC in the MC) had best interobserver reproducibility, discriminated between MC type groups, and may be used in further research. ADC values differed between MC types as expected from previously reported MC histology. Supplementary Information The online version contains supplementary material available at 10.1186/s12891-022-05610-4.
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Herger N, Bermudez-Lekerika P, Farshad M, Albers CE, Distler O, Gantenbein B, Dudli S. Should Degenerated Intervertebral Discs of Patients with Modic Type 1 Changes Be Treated with Mesenchymal Stem Cells? Int J Mol Sci 2022; 23:ijms23052721. [PMID: 35269863 PMCID: PMC8910866 DOI: 10.3390/ijms23052721] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2022] [Revised: 02/25/2022] [Accepted: 02/25/2022] [Indexed: 12/16/2022] Open
Abstract
Low back pain (LBP) has been among the leading causes of disability for the past 30 years. This highlights the need for improvement in LBP management. Many clinical trials focus on developing treatments against degenerative disc disease (DDD). The multifactorial etiology of DDD and associated risk factors lead to a heterogeneous patient population. It comes as no surprise that the outcomes of clinical trials on intradiscal mesenchymal stem cell (MSC) injections for patients with DDD are inconsistent. Intradiscal MSC injections have demonstrated substantial pain relief and significant disability-related improvements, yet they have failed to regenerate the intervertebral disc (IVD). Increasing evidence suggests that the positive outcomes in clinical trials might be attributed to the immunomodulatory potential of MSCs rather than to their regenerative properties. Therefore, patient stratification for inflammatory DDD phenotypes may (i) better serve the mechanisms of action of MSCs and (ii) increase the treatment effect. Modic type 1 changes—pathologic inflammatory, fibrotic changes in the vertebral bone marrow—are frequently observed adjacent to degenerated IVDs in chronic LBP patients and represent a clinically distinct subpopulation of patients with DDD. This review discusses whether degenerated IVDs of patients with Modic type 1 changes should be treated with an intradiscal MSC injection.
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Affiliation(s)
- Nick Herger
- Center of Experimental Rheumatology, University Hospital Zurich and Balgrist University Hospital, University of Zurich, CH-8008 Zurich, Switzerland; (N.H.); (O.D.)
| | - Paola Bermudez-Lekerika
- Tissue Engineering for Orthopaedics and Mechanobiology, Bone & Joint Program, Department for BioMedical Research (DBMR), Medical Faculty, University of Bern, CH-3008 Bern, Switzerland; (P.B.-L.); (B.G.)
- Department of Orthopaedic Surgery and Traumatology, Inselspital, Bern University Hospital, Medical Faculty, University of Bern, CH-3010 Bern, Switzerland;
| | - Mazda Farshad
- Department of Orthopaedics, Balgrist University Hospital, CH-8008 Zurich, Switzerland;
| | - Christoph E. Albers
- Department of Orthopaedic Surgery and Traumatology, Inselspital, Bern University Hospital, Medical Faculty, University of Bern, CH-3010 Bern, Switzerland;
| | - Oliver Distler
- Center of Experimental Rheumatology, University Hospital Zurich and Balgrist University Hospital, University of Zurich, CH-8008 Zurich, Switzerland; (N.H.); (O.D.)
| | - Benjamin Gantenbein
- Tissue Engineering for Orthopaedics and Mechanobiology, Bone & Joint Program, Department for BioMedical Research (DBMR), Medical Faculty, University of Bern, CH-3008 Bern, Switzerland; (P.B.-L.); (B.G.)
- Department of Orthopaedic Surgery and Traumatology, Inselspital, Bern University Hospital, Medical Faculty, University of Bern, CH-3010 Bern, Switzerland;
| | - Stefan Dudli
- Center of Experimental Rheumatology, University Hospital Zurich and Balgrist University Hospital, University of Zurich, CH-8008 Zurich, Switzerland; (N.H.); (O.D.)
- Correspondence: ; Tel.: +41-4451-07511
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9
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Vigeland MD, Flåm ST, Vigeland MD, Espeland A, Kristoffersen PM, Vetti N, Wigemyr M, Bråten LCH, Gjefsen E, Schistad EI, Haugen AJ, Froholdt A, Skouen JS, Zwart JA, Storheim K, Pedersen LM, Lie BA. Correlation between gene expression and MRI STIR signals in patients with chronic low back pain and Modic changes indicates immune involvement. Sci Rep 2022; 12:215. [PMID: 34997115 PMCID: PMC8741947 DOI: 10.1038/s41598-021-04189-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2021] [Accepted: 12/16/2021] [Indexed: 01/02/2023] Open
Abstract
Disability and distress caused by chronic low back pain (LBP) lacking clear pathoanatomical explanations cause huge problems both for patients and society. A subgroup of patients has Modic changes (MC), identifiable by MRI as vertebral bone marrow lesions. The cause of such changes and their relationship to pain are not yet understood. We explored the pathobiology of these lesions using profiling of gene expression in blood, coupled with an edema-sensitive MRI technique known as short tau inversion recovery (STIR) imaging. STIR images and total RNA from blood were collected from 96 patients with chronic LBP and MC type I, the most inflammatory MC state. We found the expression of 37 genes significantly associated with STIR signal volume, ten genes with edema abundancy (a constructed combination of STIR signal volume, height, and intensity), and one gene with expression levels significantly associated with maximum STIR signal intensity. Gene sets related to interferon signaling, mitochondrial metabolism and defense response to virus were identified as significantly enriched among the upregulated genes in all three analyses. Our results point to inflammation and immunological defense as important players in MC biology in patients with chronic LBP.
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Affiliation(s)
- Maria Dehli Vigeland
- Division of Clinical Neuroscience, Department of Research, Innovation and Education, Oslo University Hospital, Oslo, Norway. .,Faculty of Medicine, University of Oslo, Oslo, Norway.
| | - Siri Tennebø Flåm
- Department of Medical Genetics, Oslo University Hospital, Oslo, Norway
| | - Magnus Dehli Vigeland
- Faculty of Medicine, University of Oslo, Oslo, Norway.,Department of Medical Genetics, Oslo University Hospital, Oslo, Norway
| | - Ansgar Espeland
- Department of Radiology, Haukeland University Hospital, Bergen, Norway.,Department of Clinical Medicine, University of Bergen, Bergen, Norway
| | - Per Martin Kristoffersen
- Department of Radiology, Haukeland University Hospital, Bergen, Norway.,Department of Clinical Medicine, University of Bergen, Bergen, Norway
| | - Nils Vetti
- Department of Radiology, Haukeland University Hospital, Bergen, Norway.,Department of Clinical Medicine, University of Bergen, Bergen, Norway
| | - Monica Wigemyr
- Division of Clinical Neuroscience, Department of Research, Innovation and Education, Oslo University Hospital, Oslo, Norway
| | - Lars Christian Haugli Bråten
- Division of Clinical Neuroscience, Department of Research, Innovation and Education, Oslo University Hospital, Oslo, Norway
| | - Elisabeth Gjefsen
- Division of Clinical Neuroscience, Department of Research, Innovation and Education, Oslo University Hospital, Oslo, Norway.,Faculty of Medicine, University of Oslo, Oslo, Norway
| | | | | | - Anne Froholdt
- Department of Physical Medicine and Rehabilitation, Drammen Hospital, Drammen, Norway
| | - Jan Sture Skouen
- Department of Physical Medicine and Rehabilitation, Haukeland University Hospital, Bergen, Norway.,Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway
| | - John-Anker Zwart
- Division of Clinical Neuroscience, Department of Research, Innovation and Education, Oslo University Hospital, Oslo, Norway.,Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Kjersti Storheim
- Division of Clinical Neuroscience, Department of Research, Innovation and Education, Oslo University Hospital, Oslo, Norway.,Department of Physiotherapy, Oslo Metropolitan University, Oslo, Norway
| | - Linda Margareth Pedersen
- Division of Clinical Neuroscience, Department of Research, Innovation and Education, Oslo University Hospital, Oslo, Norway.,Department of Physiotherapy, Oslo Metropolitan University, Oslo, Norway
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10
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Kristoffersen PM, Bråten LCH, Vetti N, Grøvle L, Hellum C, Storheim K, Zwart JA, Assmus J, Espeland A. Oedema on STIR modified the effect of amoxicillin as treatment for chronic low back pain with Modic changes-subgroup analysis of a randomized trial. Eur Radiol 2020; 31:4285-4297. [PMID: 33247344 PMCID: PMC8128743 DOI: 10.1007/s00330-020-07542-w] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2020] [Revised: 10/23/2020] [Accepted: 11/18/2020] [Indexed: 12/19/2022]
Abstract
Objective To evaluate potential MRI-defined effect modifiers of amoxicillin treatment in patients with chronic low back pain and type 1 or 2 Modic changes (MCs) at the level of a previous lumbar disc herniation (index level). Methods In a prospective trial (AIM), 180 patients (25–64 years; mean age 45; 105 women) were randomised to receive amoxicillin or placebo for 3 months. Primary outcome was the Roland-Morris Disability Questionnaire (RMDQ) score (0–24 scale) at 1 year. Mean RMDQ score difference between the groups at 1 year defined the treatment effect; 4 RMDQ points defined the minimal clinically important effect. Predefined baseline MRI features of MCs at the index level(s) were investigated as potential effect modifiers. The predefined primary hypothesis was a better effect of amoxicillin when short tau inversion recovery (STIR) shows more MC-related high signal. To evaluate this hypothesis, we pre-constructed a composite variable with three categories (STIR1/2/3). STIR3 implied MC-related STIR signal increases with volume ≥ 25% and height > 50% of vertebral body and maximum intensity increase ≥ 25% and presence on both sides of the disc. As pre-planned, interaction with treatment was analysed using ANCOVA in the per protocol population (n = 155). Results The STIR3 composite group (n = 41) and STIR signal volume ≥ 25% alone (n = 45) modified the treatment effect of amoxicillin. As hypothesised, STIR3 patients reported the largest effect (− 5.1 RMDQ points; 95% CI − 8.2 to − 1.9; p for interaction = 0.008). Conclusions Predefined subgroups with abundant MC-related index-level oedema on STIR modified the effect of amoxicillin. This finding needs replication and further support. Key Points • In the primary analysis of the AIM trial, the effect of amoxicillin in patients with chronic low back pain and type 1 or 2 MCs did not reach the predefined cut-off for clinical importance. • In the present MRI subgroup analysis of AIM, predefined subgroups with abundant MC-related oedema on STIR reported an effect of amoxicillin. • This finding requires replication and further support. Supplementary Information The online version contains supplementary material available at 10.1007/s00330-020-07542-w.
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Affiliation(s)
- Per Martin Kristoffersen
- Department of Radiology, Haukeland University Hospital, Jonas Liesvei 65, 5021, Bergen, Norway. .,Department of Clinical Medicine, University of Bergen, P.O. Box 7804, 5020, Bergen, Norway.
| | - Lars C H Bråten
- Research and Communication Unit for Musculoskeletal Health (FORMI), Oslo University Hospital HF, Ulleval, Bygg 37b, P.O. Box 4956, 0424, Oslo, Nydalen, Norway
| | - Nils Vetti
- Department of Radiology, Haukeland University Hospital, Jonas Liesvei 65, 5021, Bergen, Norway.,Department of Clinical Medicine, University of Bergen, P.O. Box 7804, 5020, Bergen, Norway
| | - Lars Grøvle
- Department of Rheumatology, Østfold Hospital Trust, P.O. Box 300, 1714, Grålum, Norway
| | - Christian Hellum
- Division of Orthopaedic Surgery, Oslo University Hospital Ulleval, P.O. Box 4950, Nydalen, 0424, Oslo, Norway
| | - Kjersti Storheim
- Research and Communication Unit for Musculoskeletal Health (FORMI), Oslo University Hospital HF, Ulleval, Bygg 37b, P.O. Box 4956, 0424, Oslo, Nydalen, Norway.,Faculty of Health Science, OsloMet - Oslo Metropolitan University, P.O. Box 4, St. Olavs plass, 0130, Oslo, Norway
| | - John-Anker Zwart
- Research and Communication Unit for Musculoskeletal Health (FORMI), Oslo University Hospital HF, Ulleval, Bygg 37b, P.O. Box 4956, 0424, Oslo, Nydalen, Norway.,Faculty of Medicine, University of Oslo, P.O. Box 1072, Blindern, 0316, Oslo, Norway
| | - Jörg Assmus
- Competence Centre for Clinical Research, Haukeland University Hospital, Jonas Liesvei 65, 5021, Bergen, Norway
| | - Ansgar Espeland
- Department of Radiology, Haukeland University Hospital, Jonas Liesvei 65, 5021, Bergen, Norway.,Department of Clinical Medicine, University of Bergen, P.O. Box 7804, 5020, Bergen, Norway
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11
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Bråten LCH, Grøvle L, Espeland A, Pripp AH, Grotle M, Helllum C, Haugen AJ, Froholdt A, Rolfsen MP, Nygaard ØP, Lutro O, Kristoffersen PM, Anke A, Schistad EI, Skouen JS, Brox JI, Zwart JA, Storheim K. Clinical effect modifiers of antibiotic treatment in patients with chronic low back pain and Modic changes - secondary analyses of a randomised, placebo-controlled trial (the AIM study). BMC Musculoskelet Disord 2020; 21:458. [PMID: 32660517 PMCID: PMC7359501 DOI: 10.1186/s12891-020-03422-y] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/06/2020] [Accepted: 06/15/2020] [Indexed: 01/13/2023] Open
Abstract
Background Randomised trials on antibiotic treatment for patients with chronic low back pain and vertebral endplate changes visible on MRI (Modic changes) have shown mixed results. A possible explanation might be a real treatment effect in subgroups of the study populations. The purpose of the present study was to explore potential clinical effect modifiers of 3-months oral amoxicillin treatment in patients with chronic low back pain and type I or II Modic changes at the level of a previous lumbar disc herniation. Methods We performed analyses of effect modifiers on data from AIM, a double-blind parallel-group multicentre trial. One hundred eighty patients with chronic low back pain, previous disc herniation, Modic change type I (n = 118) or type II (n = 62) were randomised to 3-months oral treatment with 750 mg amoxicillin (n = 89) or placebo (n = 91) three times daily. The primary outcome was the Roland-Morris Disability Questionnaire (RMDQ) score (possible values 0–24) at 1-year follow-up in the intention-to-treat population. The predefined minimal clinically important between-group mean difference was 4 RMDQ points (not reached in the primary analysis of AIM). Predefined baseline characteristics were analysed as potential effect modifiers, four primary (type I Modic changes, previous disc surgery, positive pain provocation test, high CRP) and five exploratory (disturbed sleep, constant low back pain, short duration of low back pain, younger age, and male) using ANCOVA with interaction terms. Results None of the four primary potential effect modifiers had strong evidence of modifying the treatment effect. In patients younger than 40 years the difference in mean RMDQ score between the treatment groups was − 4.0 (95%CI, − 6.9 to − 1.2), compared to − 0.5 (95%CI, − 2.3 to 1.3) in patients 40 years or older, both in favour of amoxicillin treatment (exploratory analysis). Conclusions We did not find evidence for convincing clinical effect modifiers of antibiotic treatment in patients with chronic low back pain and Modic changes. Our results for younger age in these explorative analyses should not affect clinical treatment decisions without confirmation in future studies. Trial registration ClinicalTrials.gov NCT02323412, First registered 23 December 2014.
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Affiliation(s)
- Lars Christian Haugli Bråten
- FORMI, Oslo University Hospital HF, Ulleval, Bygg 37b, Postbox 4956, Nydalen, 0424, Oslo, Norway. .,Faculty of Medicine, University of Oslo, PO BOX 1078 Blindern, 0316, Oslo, Norway.
| | - Lars Grøvle
- Department of Rheumatology, Østfold Hospital Trust, PB 300, 1714, Grålum, Norway
| | - Ansgar Espeland
- Department of Radiology, Haukeland University Hospital, Jonas Liesvei 65, 5021, Bergen, Norway.,Department of Clinical Medicine, University of Bergen, Klinisk institutt 1, Postboks 7804, NO-5020, Bergen, Norway
| | - Are Hugo Pripp
- Oslo Centre of Biostatistics and Epidemiology, Research Support Services, Oslo University Hospital, Postbox 4950 Nydalen, 0424, Oslo, Norway
| | - Margreth Grotle
- FORMI, Oslo University Hospital HF, Ulleval, Bygg 37b, Postbox 4956, Nydalen, 0424, Oslo, Norway.,Department of Physiotherapy, Oslo Metropolitan University, PO box 4 St. Olavs plass, NO-0130, Oslo, Norway
| | - Christian Helllum
- Department of Orthopaedic surgery, Oslo University Hospital, Postbox 4956, Nydalen, 0424, Oslo, Norway
| | - Anne Julsrud Haugen
- Department of Rheumatology, Østfold Hospital Trust, PB 300, 1714, Grålum, Norway
| | - Anne Froholdt
- Department of Physical Medicine and Rehabilitation, Drammen Hospital, Vestre Viken Hospital Trust Drammen, Postboks 800, 3004, Drammen, Norway
| | - Mads Peder Rolfsen
- Faculty of Medicine, University of Oslo, PO BOX 1078 Blindern, 0316, Oslo, Norway.,Department of Orthopaedic surgery, Oslo University Hospital, Postbox 4956, Nydalen, 0424, Oslo, Norway
| | - Øystein Petter Nygaard
- Department of Neurosurgery, St. Olavs University Hospital, Postbox 3250 Torgarden, NO-7006, Trondheim, Norway.,Department of Neuromedicine and Movement Science, Norwegian University of Science and Technology (NTNU), Faculty of Medicine and Health Sciences, N-7491, Trondheim, Norway.,National Advisory Unit on Spinal Surgery, St Olavs Hospital, Postboks 3250 Torgarden, 7006, Trondheim, Norway
| | - Olav Lutro
- Stavanger University Hospital, Helse Stavanger HF, Postboks 8100, 4068, Stavanger, Norway
| | - Per Martin Kristoffersen
- Department of Radiology, Haukeland University Hospital, Jonas Liesvei 65, 5021, Bergen, Norway.,Department of Clinical Medicine, University of Bergen, Klinisk institutt 1, Postboks 7804, NO-5020, Bergen, Norway
| | - Audny Anke
- Department of Rehabilitation, University Hospital of North Norway, Postboks 100, 9038, Tromsø, Norway.,Faculty of Health Sciences, Department of Clinical Medicine, UiT The Arctic University of Norway, 9037, Tromsø, Norway
| | - Elina Iordanova Schistad
- Department of Physical Medicine and Rehabilitation, Oslo University Hospital HF, Ulleval, Postbox 4956, Nydalen, 0424, Oslo, Norway
| | - Jan Sture Skouen
- Department of Physical Medicine and Rehabilitation, Haukeland University Hospital, Helse Bergen HF, Box 1, Bergen, Norway.,Department of Global Public Health and Primary Care, University of Bergen, Postboks 7804, NO-5020, Bergen, Norway
| | - Jens Ivar Brox
- Faculty of Medicine, University of Oslo, PO BOX 1078 Blindern, 0316, Oslo, Norway.,Department of Physical Medicine and Rehabilitation, Oslo University Hospital HF, Ulleval, Postbox 4956, Nydalen, 0424, Oslo, Norway
| | - John-Anker Zwart
- FORMI, Oslo University Hospital HF, Ulleval, Bygg 37b, Postbox 4956, Nydalen, 0424, Oslo, Norway.,Faculty of Medicine, University of Oslo, PO BOX 1078 Blindern, 0316, Oslo, Norway
| | - Kjersti Storheim
- FORMI, Oslo University Hospital HF, Ulleval, Bygg 37b, Postbox 4956, Nydalen, 0424, Oslo, Norway.,Department of Physiotherapy, Oslo Metropolitan University, PO box 4 St. Olavs plass, NO-0130, Oslo, Norway
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12
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Grotle M, Bråten LC, Brox JI, Espeland A, Zolic-Karlsson Z, Munk Killingmo R, Tingulstad A, Grøvle L, Froholdt A, Kristoffersen PM, Wigemyr M, van Tulder MW, Storheim K, Zwart JA. Cost-utility analysis of antibiotic treatment in patients with chronic low back pain and Modic changes: results from a randomised, placebo-controlled trial in Norway (the AIM study). BMJ Open 2020; 10:e035461. [PMID: 32546490 PMCID: PMC7299049 DOI: 10.1136/bmjopen-2019-035461] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/04/2019] [Revised: 03/19/2020] [Accepted: 05/12/2020] [Indexed: 11/24/2022] Open
Abstract
OBJECTIVE To evaluate the cost-utility of 100 days of antibiotics in patients with chronic low back pain (LBP) and type I or II Modic changes included in the Antibiotic treatment In patients with chronic low back pain and Modic changes (AIM) study. DESIGN A cost-utility analysis from a societal and healthcare perspective alongside a double-blinded, parallel group, placebo, multicentre trial. SETTING Hospital outpatient clinics at six hospitals in Norway. The main results from the AIM study showed a small effect in back-related disability in favour of the antibiotics group, and slightly larger in those with type I Modic changes, but this effect was below the pre-defined threshold for clinically relevant effect. PARTICIPANTS 180 patients with chronic LBP, previous disc herniation and Modic changes type I (n=118) or type II (n=62) were randomised to antibiotic treatment (n=89) or placebo-control (n=91). INTERVENTIONS Oral treatment with either 750 mg amoxicillin or placebo three times daily for 100 days. MAIN OUTCOME MEASURES Quality-adjusted life years (QALYs) by EuroQoL-5D over 12 months and costs for healthcare and productivity loss measured in Euro (€1=NOK 10), in the intention-to-treat population. Cost-utility was expressed in incremental cost-effectiveness ratio (ICER). RESULTS Mean (SD) total cost was €21 046 (20 105) in the amoxicillin group and €19 076 (19 356) in the placebo group, mean difference €1970 (95% CI; -3835 to 7774). Cost per QALY gained was €24 625. In those with type I Modic changes, the amoxicillin group had higher healthcare consumption than the placebo group, resulting in €39 425 per QALY gained. Given these ICERs and a willingness-to-pay threshold of €27 500 (NOK 275 000), the probability of amoxicillin being cost-effective was 51%. Even when the willingness-to-pay threshold increased to €55 000, the probability of amoxicillin being cost-effective was never higher than 53%. CONCLUSIONS Amoxicillin treatment showed no evidence of being cost-effective for people with chronic LBP and Modic changes during 1-year follow-up. TRIAL REGISTRATION NUMBER ClinicalTrials.gov NCT02323412.
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Affiliation(s)
- Margreth Grotle
- Department of Research and Innovation, Oslo University Hospital, Oslo, Norway
- Department of Physiotherapy, Oslo Metropolitan University Faculty of Health Sciences, Oslo, Norway
| | | | - Jens Ivar Brox
- Physical Medicine and rehabilitation, Oslo University Hospital, Oslo, Norway
| | - Ansgar Espeland
- Department of Radiology, Haukeland University Hospital, Bergen, Norway
| | | | - Rikke Munk Killingmo
- Department of Physiotherapy, Oslo Metropolitan University Faculty of Health Sciences, Oslo, Oslo, Norway
| | - Alexander Tingulstad
- Department of Physiotherapy, Oslo Metropolitan University Faculty of Health Sciences, Oslo, Norway
| | - Lars Grøvle
- Department of Rheumatology, Østfold Hospital Trust, Oslo, Oslo, Norway
| | - Anne Froholdt
- Department of Physical Medicine and Rehabilitation, Vestre Viken Hospital Trust, Drammen, Norway
| | - Per Martin Kristoffersen
- Department of Radiology, Haukeland University Hospital, Bergen, Norway
- Department of Clinical Medicine, University of Bergen, Bergen, Hordaland, Norway
| | - Monica Wigemyr
- FORMI, Oslo University Hospital Ullevaal, Oslo, OSLO, Norway
| | | | | | - John-Anker Zwart
- Department of Neurology and FORMI, Oslo University Hospital, Oslo, Norway
- Faculty of Medicine, University of Oslo, Oslo, Norway
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13
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Bråten LCH, Schistad EI, Espeland A, Kristoffersen PM, Haugen AJ, Marchand GH, Vetti N, Pripp AH, Kadar TI, Skouen JS, Grotle M, Grøvle L, Zwart JA, Brox JI, Storheim K. Association of Modic change types and their short tau inversion recovery signals with clinical characteristics- a cross sectional study of chronic low back pain patients in the AIM-study. BMC Musculoskelet Disord 2020; 21:368. [PMID: 32522268 PMCID: PMC7285575 DOI: 10.1186/s12891-020-03381-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/20/2020] [Accepted: 05/29/2020] [Indexed: 02/02/2023] Open
Abstract
BACKGROUND Modic Changes (MCs, magnetic resonance imaging (MRI) signal changes in the vertebral bone marrow extending from the vertebral endplate) may represent a subgroup of nonspecific chronic low back pain that could benefit from a specific management. The primary aim was to compare clinical characteristics between patients with type 1 versus type 2 MCs. The secondary aim was to explore associations between clinical characteristics and MC related short tau inversion recovery (STIR) signals. METHODS This cross-sectional study used baseline data prospectively collected between 2015 and 2017 on the 180 patients included in the AIM-study (Antibiotics In Modic changes), a randomized controlled trial in a Norwegian hospital out-patient setting of patients with chronic low back pain, a lumbar disc herniation within the last 2 years, low back pain intensity score ≥ 5 (on a 0-10 scale) and current type 1 or type 2 MCs at the previously herniated lumbar disc level. We used prespecified clinical characteristics including self-report measures, physiologic measures and functional measures from clinical history and examination. The diagnostic accuracy of various clinical characteristics to discriminate between patients with type 1 MCs (with or without additional type 2 MCs) and patents with type 2 MCs only (not type 1) were assessed by calculating the area under the receiver-operating curve. We assessed the correlations of clinical characteristics with details of MC related STIR signal increase. RESULTS No clinical characteristic differed between patients with type 1 (n = 118) versus type 2 (but not type 1) (n = 62) MCs. The clinical characteristics showed no/minor differences or no/weak correlations with MC related STIR signal increase. Patients with a positive Springing test (at any lumbar level) had slightly less volume of STIR signal increase than those with a negative test (mean difference 1.3 on a 0-48 scale, 95% CI 0.3 to 2.3). CONCLUSION Clinical characteristics were similar for patients with type 1 MCs and patients with type 2 MCs, and showed no clinically relevant correlations with MC related STIR signal increase. TRIAL REGISTRATION ClinicalTrials.gov NCT02323412, First registered 23 December 2014.
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Affiliation(s)
- Lars Christian Haugli Bråten
- Research and Communication Unit for Musculoskeletal Health(FORMI), Oslo University Hospital HF, Ullevål, Postbox 4956, Nydalen, 0424, Oslo, Norway.
| | - Elina Iordanova Schistad
- Department of Physical Medicine and Rehabilitation, Oslo University Hospital HF, Ullevål, Postbox 4956, Nydalen, 0424, Oslo, Norway
| | - Ansgar Espeland
- Department of Radiology, Haukeland University Hospital, Jonas Liesvei 65, 5021, Bergen, Norway
| | | | - Anne Julsrud Haugen
- Department of Rheumatology, Østfold Hospital Trust, PB 300, 1714, Grålum, Norway
| | - Gunn Hege Marchand
- Department of Physical Medicine and Rehabilitation, St. Olavs Hospital, Trondheim University Hospital, Postbox 3250, Torgarden, NO-7006, Trondheim, Norway
| | - Nils Vetti
- Department of Radiology, Haukeland University Hospital, Jonas Liesvei 65, 5021, Bergen, Norway
| | - Are Hugo Pripp
- Oslo Centre of Biostatistics and Epidemiology, Research Support Services, Oslo University Hospital, Postbox 4950, Nydalen, 0424, Oslo, Norway
| | - Thomas Istvan Kadar
- Department of Physical Medicine and Rehabilitation, Haukeland University Hospital, Helse Bergen HF, Box 1, 5021, Bergen, Norway
| | - Jan Sture Skouen
- Department of Physical Medicine and Rehabilitation, Haukeland University Hospital, Helse Bergen HF, Box 1, 5021, Bergen, Norway
| | - Margreth Grotle
- Department of Physiotherapy, Oslo Metropolitan University, PO box 4 St. Olavs plass, NO-0130, Oslo, Norway
| | - Lars Grøvle
- Department of Rheumatology, Østfold Hospital Trust, PB 300, 1714, Grålum, Norway
| | - John-Anker Zwart
- Research and Communication Unit for Musculoskeletal Health(FORMI), Oslo University Hospital HF, Ullevål, Postbox 4956, Nydalen, 0424, Oslo, Norway
| | - Jens Ivar Brox
- Department of Physical Medicine and Rehabilitation, Oslo University Hospital HF, Ullevål, Postbox 4956, Nydalen, 0424, Oslo, Norway
| | - Kjersti Storheim
- Research and Communication Unit for Musculoskeletal Health(FORMI), Oslo University Hospital HF, Ullevål, Postbox 4956, Nydalen, 0424, Oslo, Norway
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14
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Kristoffersen PM, Vetti N, Storheim K, Bråten LC, Rolfsen MP, Assmus J, Espeland A. Short tau inversion recovery MRI of Modic changes: a reliability study. Acta Radiol Open 2020; 9:2058460120902402. [PMID: 32064122 PMCID: PMC6990614 DOI: 10.1177/2058460120902402] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2019] [Accepted: 12/30/2019] [Indexed: 12/20/2022] Open
Abstract
Background Limited reliability data exist for evaluation of spinal edema changes on magnetic resonance imaging (MRI) with short tau inversion recovery (STIR) sequences. Purpose To assess the inter-observer reliability for evaluation of STIR signal increase related to Modic changes (MCs) on MRI of the lumbar spine. Material and Methods We prospectively included 120 patients imaged to confirm their eligibility for the AIM (Antibiotics In Modic changes) trial. Three experienced radiologists independently evaluated MCs on T1-/T2-weighted fast spin-echo images and subsequently MC-related STIR signal increases. Inter-observer reliability was analyzed at four endplates (L4-S1) by calculating kappa values and means of differences with 95% limits of agreement. Results Overall agreement (mean Fleiss' kappa for all endplates and observers) was very good for presence of STIR signal increase (0.86), and moderate for its categorized height (0.51), anteroposterior extent (0.48), and volume (0.56). For height of region with STIR signal increase measured in % points of vertebral body height, the largest mean of differences was 6.9 and widest range for limits of agreement was ±22.3 for all endplates combined. The corresponding numbers were 11.2 ± 34.5 for anteroposterior extent of the STIR signal increase measured in % points of anteroposterior endplate diameter and 0.9 ± 7.6 for its maximum measured intensity on a % point scale (0% = normal vertebral marrow intensity, 100% = cerebrospinal fluid intensity). Conclusion Inter-observer reliability was very good for the presence and intensity of MC-related STIR signal increases, and moderate for their size.
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Affiliation(s)
- Per Martin Kristoffersen
- Department of Radiology, Haukeland University Hospital, Bergen, Norway.,Department of Clinical Medicine, University of Bergen, Bergen, Norway
| | - Nils Vetti
- Department of Radiology, Haukeland University Hospital, Bergen, Norway.,Department of Clinical Medicine, University of Bergen, Bergen, Norway
| | - Kjersti Storheim
- Research and Communication Unit for Musculoskeletal Health (FORMI), Oslo University Hospital HF, Oslo, Norway.,Faculty of Health Science, OsloMet - Oslo Metropolitan University, Oslo, Norway
| | - Lars Christian Bråten
- Research and Communication Unit for Musculoskeletal Health (FORMI), Oslo University Hospital HF, Oslo, Norway.,Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Mads Peder Rolfsen
- Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway.,Division of Orthopaedic Surgery, Oslo University Hospital Ulleval, Oslo, Norway
| | - Jörg Assmus
- Competence Centre for Clinical Research, Haukeland University Hospital, Bergen, Norway
| | - Ansgar Espeland
- Department of Radiology, Haukeland University Hospital, Bergen, Norway.,Department of Clinical Medicine, University of Bergen, Bergen, Norway
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Bråten LCH, Rolfsen MP, Espeland A, Wigemyr M, Aßmus J, Froholdt A, Haugen AJ, Marchand GH, Kristoffersen PM, Lutro O, Randen S, Wilhelmsen M, Winsvold BS, Kadar TI, Holmgard TE, Vigeland MD, Vetti N, Nygaard ØP, Lie BA, Hellum C, Anke A, Grotle M, Schistad EI, Skouen JS, Grøvle L, Brox JI, Zwart JA, Storheim K. Efficacy of antibiotic treatment in patients with chronic low back pain and Modic changes (the AIM study): double blind, randomised, placebo controlled, multicentre trial. BMJ 2019; 367:l5654. [PMID: 31619437 PMCID: PMC6812614 DOI: 10.1136/bmj.l5654] [Citation(s) in RCA: 63] [Impact Index Per Article: 12.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
Abstract
OBJECTIVE To assess the efficacy of three months of antibiotic treatment compared with placebo in patients with chronic low back pain, previous disc herniation, and vertebral endplate changes (Modic changes). DESIGN Double blind, parallel group, placebo controlled, multicentre trial. SETTING Hospital outpatient clinics at six hospitals in Norway. PARTICIPANTS 180 patients with chronic low back pain, previous disc herniation, and type 1 (n=118) or type 2 (n=62) Modic changes enrolled from June 2015 to September 2017. INTERVENTIONS Patients were randomised to three months of oral treatment with either 750 mg amoxicillin or placebo three times daily. The allocation sequence was concealed by using a computer generated number on the prescription. MAIN OUTCOME MEASURES The primary outcome was the Roland-Morris Disability Questionnaire (RMDQ) score (range 0-24) at one year follow-up in the intention to treat population. The minimal clinically important between group difference in mean RMDQ score was predefined as 4. RESULTS In the primary analysis of the total cohort at one year, the difference in the mean RMDQ score between the amoxicillin group and the placebo group was -1.6 (95% confidence interval -3.1 to 0.0, P=0.04). In the secondary analysis, the difference in the mean RMDQ score between the groups was -2.3 (-4.2 to-0.4, P=0.02) for patients with type 1 Modic changes and -0.1 (-2.7 to 2.6, P=0.95) for patients with type 2 Modic changes. Fifty patients (56%) in the amoxicillin group experienced at least one drug related adverse event compared with 31 (34%) in the placebo group. CONCLUSIONS In this study on patients with chronic low back pain and Modic changes at the level of a previous disc herniation, three months of treatment with amoxicillin did not provide a clinically important benefit compared with placebo. Secondary analyses and sensitivity analyses supported this finding. Therefore, our results do not support the use of antibiotic treatment for chronic low back pain and Modic changes. TRIAL REGISTRATION ClinicalTrials.gov NCT02323412.
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Affiliation(s)
- Lars Christian Haugli Bråten
- Research and Communication Unit for Musculoskeletal Health(FORMI), Oslo University Hospital HF, Oslo, Norway
- Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Mads Peder Rolfsen
- Faculty of Medicine, University of Oslo, Oslo, Norway
- Department of Orthopaedic Surgery, Oslo University Hospital, Oslo, Norway
| | - Ansgar Espeland
- Department of Radiology, Haukeland University Hospital, Bergen, Norway
- Department of Clinical Medicine, University of Bergen, Bergen, Norway
| | - Monica Wigemyr
- Research and Communication Unit for Musculoskeletal Health(FORMI), Oslo University Hospital HF, Oslo, Norway
| | - Jörg Aßmus
- Centre for Clinical Research, Haukeland University Hospital, Bergen, Norway
| | - Anne Froholdt
- Department of Physical Medicine and Rehabilitation, Drammen Hospital, Drammen, Norway
| | | | - Gunn Hege Marchand
- Department of Physical Medicine and Rehabilitation, St Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
- Department of Neuromedicine and Movement Science, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim, Norway
| | - Per Martin Kristoffersen
- Department of Radiology, Haukeland University Hospital, Bergen, Norway
- Department of Clinical Medicine, University of Bergen, Bergen, Norway
| | - Olav Lutro
- Stavanger University Hospital, Stavanger, Norway
| | - Sigrun Randen
- Department of Physical Medicine and Rehabilitation, Drammen Hospital, Drammen, Norway
| | - Maja Wilhelmsen
- Department of Rehabilitation, University Hospital of North Norway, Tromsø, Norway
- Faculty of Health Sciences, Department of Clinical Medicine, UiT The Arctic University of Norway, Tromsø, Norway
| | - Bendik Slagsvold Winsvold
- Department of Research, Innovation and Education, Division of Clinical Neuroscience, Oslo University Hospital, Oslo, Norway
| | - Thomas Istvan Kadar
- Department of Physical Medicine and Rehabilitation, Haukeland University Hospital, Bergen, Norway
| | | | - Maria Dehli Vigeland
- Research and Communication Unit for Musculoskeletal Health(FORMI), Oslo University Hospital HF, Oslo, Norway
- Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Nils Vetti
- Department of Radiology, Haukeland University Hospital, Bergen, Norway
- Department of Clinical Medicine, University of Bergen, Bergen, Norway
| | - Øystein Petter Nygaard
- Department of Neurosurgery, St Olavs University Hospital, Trondheim, Norway
- Department of Neuroscience, Norwegian University of Science and Technology (NTNU), Trondheim, Norway
- National Advisory Unit on Spinal Surgery, St Olavs Hospital, Trondheim, Norway
| | - Benedicte Alexandra Lie
- Department of Medical Genetics, University of Oslo and Oslo University Hospital, Oslo, Norway
| | - Christian Hellum
- Department of Orthopaedic Surgery, Oslo University Hospital, Oslo, Norway
| | - Audny Anke
- Department of Rehabilitation, University Hospital of North Norway, Tromsø, Norway
- Faculty of Health Sciences, Department of Clinical Medicine, UiT The Arctic University of Norway, Tromsø, Norway
| | - Margreth Grotle
- Research and Communication Unit for Musculoskeletal Health(FORMI), Oslo University Hospital HF, Oslo, Norway
- Department of Physiotherapy, Oslo Metropolitan University, Oslo, Norway
| | | | - Jan Sture Skouen
- Department of Physical Medicine and Rehabilitation, Haukeland University Hospital, Bergen, Norway
- Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway
| | - Lars Grøvle
- Department of Rheumatology, Østfold Hospital Trust, Grålum, Norway
| | - Jens Ivar Brox
- Faculty of Medicine, University of Oslo, Oslo, Norway
- Department of Physical Medicine and Rehabilitation, Oslo University Hospital HF, Oslo, Norway
| | - John-Anker Zwart
- Research and Communication Unit for Musculoskeletal Health(FORMI), Oslo University Hospital HF, Oslo, Norway
- Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Kjersti Storheim
- Research and Communication Unit for Musculoskeletal Health(FORMI), Oslo University Hospital HF, Oslo, Norway
- Department of Physiotherapy, Oslo Metropolitan University, Oslo, Norway
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Dupuis M, Duff E. Chronic Low Back Pain: Evidence-Informed Management Considerations for Nurse Practitioners. J Nurse Pract 2019. [DOI: 10.1016/j.nurpra.2019.05.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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