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Teichner EM, Subtirelu RC, Crutchfield CR, Parikh C, Ashok A, Talasila S, Anderson V, Patel M, Mannam S, Lee A, Werner T, Raynor WY, Alavi A, Revheim ME. The advancement and utility of multimodal imaging in the diagnosis of degenerative disc disease. FRONTIERS IN RADIOLOGY 2025; 5:1298054. [PMID: 40115420 PMCID: PMC11922948 DOI: 10.3389/fradi.2025.1298054] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/29/2023] [Accepted: 02/25/2025] [Indexed: 03/23/2025]
Abstract
Degenerative disc disease (DDD) is a common spinal condition characterized by the deterioration of intervertebral discs, leading to chronic back pain and reduced mobility. While magnetic resonance imaging (MRI) has long been the standard for late-stage DDD diagnosis, its limitations in early-stage detection prompt the exploration of advanced imaging methods. Positron emission tomography/computed tomography (PET/CT) using 18F- fluorodeoxyglucose (FDG) and 18F-sodium fluoride (NaF) has shown promise in identifying metabolic imbalances and age-related spinal degeneration, thereby complementing CT grading of the disease. The novel hybrid imaging modality PET/MRI provides new opportunities and are briefly discussed. The complex pathophysiology of DDD is dissected to highlight the role of genetic predisposition and lifestyle factors such as smoking and obesity. These etiological factors significantly impact the lumbosacral region, manifesting in chronic low back pain (LBP) and potential nerve compression. Traditional grading systems, like the Pfirrmann classification for MRI, are evaluated for their limitations in capturing the full spectrum of DDD. The potential to identify early disease processes and predict patient outcomes by the use of artificial intelligence (AI) is also briefly mentioned. Overall, the manuscript aims to spotlight advancements in imaging technologies for DDD, emphasizing their implications in refining both diagnosis and treatment strategies. The role of ongoing and future research is emphasized to validate these emerging techniques and overcome current limitations for more effective early detection and treatment.
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Affiliation(s)
- Eric M Teichner
- Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA, United States
| | - Robert C Subtirelu
- Department of Radiology, Hospital of the University of Pennsylvania, Philadelphia, PA, United States
| | - Connor R Crutchfield
- Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA, United States
| | - Chitra Parikh
- Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA, United States
| | - Arjun Ashok
- Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA, United States
| | - Sahithi Talasila
- Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA, United States
| | - Victoria Anderson
- Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA, United States
| | - Milan Patel
- Department of Radiology, Hospital of the University of Pennsylvania, Philadelphia, PA, United States
| | - Sricharvi Mannam
- Department of Radiology, Hospital of the University of Pennsylvania, Philadelphia, PA, United States
| | - Andrew Lee
- Department of Radiology, Hospital of the University of Pennsylvania, Philadelphia, PA, United States
| | - Thomas Werner
- Department of Radiology, Hospital of the University of Pennsylvania, Philadelphia, PA, United States
| | - William Y Raynor
- Department of Radiology, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, United States
| | - Abass Alavi
- Department of Radiology, Hospital of the University of Pennsylvania, Philadelphia, PA, United States
| | - Mona-Elisabeth Revheim
- The Intervention Center, Division of Technology and Innovation, Oslo University Hospital, Oslo, Norway
- Faculty of Medicine, Institute of Clinical Medicine, University of Oslo, Oslo, Norway
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Jarraya M, Guermazi A, Roemer FW. Osteoarthritis year in review 2023: Imaging. Osteoarthritis Cartilage 2024; 32:18-27. [PMID: 37879600 DOI: 10.1016/j.joca.2023.10.005] [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: 06/05/2023] [Revised: 09/24/2023] [Accepted: 10/17/2023] [Indexed: 10/27/2023]
Abstract
PURPOSE This narrative review summarizes the original research in the field of in vivo osteoarthritis (OA) imaging between 1 January 2022 and 1 April 2023. METHODS A PubMed search was conducted using the following several terms pertaining to OA imaging, including but not limited to "Osteoarthritis / OA", "Magnetic resonance imaging / MRI", "X-ray" "Computed tomography / CT", "artificial intelligence /AI", "deep learning", "machine learning". This review is organized by topics including the anatomical structure of interest and modality, AI, challenges of OA imaging in the context of clinical trials, and imaging biomarkers in clinical trials and interventional studies. Ex vivo and animal studies were excluded from this review. RESULTS Two hundred and forty-nine publications were relevant to in vivo human OA imaging. Among the articles included, the knee joint (61%) and MRI (42%) were the predominant anatomical area and imaging modalities studied. Marked heterogeneity of structural tissue damage in OA knees was reported, a finding of potential relevance to clinical trial inclusion. The use of AI continues to rise rapidly to be applied in various aspect of OA imaging research but a lack of generalizability beyond highly standardized datasets limit interpretation and wide-spread application. No pharmacologic clinical trials using imaging data as outcome measures have been published in the period of interest. CONCLUSIONS Recent advances in OA imaging continue to heavily weigh on the use of AI. MRI remains the most important modality with a growing role in outcome prediction and classification.
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Affiliation(s)
- Mohamed Jarraya
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA.
| | - Ali Guermazi
- Department of Radiology, VA Boston Healthcare System, Boston University School of Medicine, Boston, MA, USA.
| | - Frank W Roemer
- Department of Radiology, VA Boston Healthcare System, Boston University School of Medicine, Boston, MA, USA; Department of Radiology, Universitätsklinikum Erlangen & Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany.
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Czaplewski LG, Rimmer O, McHale D, Laslett M. Modic changes as seen on MRI are associated with nonspecific chronic lower back pain and disability. J Orthop Surg Res 2023; 18:351. [PMID: 37170132 PMCID: PMC10176889 DOI: 10.1186/s13018-023-03839-w] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/03/2023] [Accepted: 05/07/2023] [Indexed: 05/13/2023] Open
Abstract
BACKGROUND Estimating the contribution of endplate oedema known as Modic changes to lower back pain (LBP) has been the subject of multiple observational studies and reviews, some of which conclude that the evidence for an association of Modic change with LBP is uncertain while others demonstrate a clear link. The clinical trials demonstrating the benefit of basivertebral nerve ablation, a therapeutic intervention, in a tightly defined homogenous patient group with chronic LBP and Modic changes type 1 or type 2, provides further evidence for the contribution of Modic changes to LBP and shows that in these subjects, nerve ablation substantially reduces pain and disability. These interventional studies provide direct evidence that Modic changes can be associated with lower back pain and disability. This review set out to explore why the literature to date has been conflicting. METHODS A narrative, forensic, non-systematic literature review of selected articles to investigate why the published literature investigating the association between Modic imaging changes and chronic low back pain is inconsistent. RESULTS This review found that previous systematic reviews and meta-analyses included both heterogeneous study designs and diverse patient syndromes resulting in an inconsistent association between Modic changes and nonspecific chronic lower back pain. Re-analysis of literature data focussing on more homogenous patient populations provides clearer evidence that Modic changes are associated with nonspecific chronic lower back pain and that type 1 Modic changes are more painful than type 2. CONCLUSIONS Studies using tightly defined homogenous patient groups may provide the best test for association between MRI-findings and pain and disability. Clinical benefit of basivertebral nerve ablation observed in randomised controlled trials further supports the association between type 1 and type 2 Modic changes with pain and disability.
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Affiliation(s)
- Lloyd G Czaplewski
- Persica Pharmaceuticals Ltd, 7 Denne Hill Business Centre, Womenswold, Canterbury, Kent, CT4 6HD, UK.
| | - Otis Rimmer
- Veramed Ltd, 5th Floor Regal House, 70 London Road, Twickenham, TW1 3QS, UK
| | | | - Mark Laslett
- Mark Laslett, Physiotherapy Specialist, The Sports Clinic, 156 Bealey Ave., Christchurch, 8014, New Zealand
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Issa TZ, Lambrechts MJ, Toci GR, Brush PL, Schilken MM, Torregrossa F, Grasso G, Vaccaro AR, Canseco JA. Evaluating Nonoperative Treatment for Low Back Pain in the Presence of Modic Changes: A Systematic Review. World Neurosurg 2023; 171:e108-e119. [PMID: 36442780 DOI: 10.1016/j.wneu.2022.11.096] [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: 07/25/2022] [Revised: 11/20/2022] [Accepted: 11/21/2022] [Indexed: 11/27/2022]
Abstract
OBJECTIVE The objective of this study was to summarize and assess the current literature evaluating nonoperative treatments for patients with Modic changes (MCs) and low back pain (LBP). METHODS A systematic review was conducted in accordance with Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. The PubMed database was searched from its inception until May 1, 2022 for studies evaluating MC and clinical outcomes. Key findings, treatment details, and patient information were extracted from included studies. Study quality was assessed using the Newcastle-Ottawa Scale. RESULTS Eighteen studies were included in this review, encompassing a total of 2452 patients, 1713 of whom displayed baseline MC. Seventy-eight percent of studies were high quality. Of included studies, 2 evaluated antibiotics, 5 evaluated steroid injections, 6 evaluated conservative therapies, and 5 evaluated other treatment modalities. Antibiotics and bisphosphonates improved treatment in patients with MC. Patients with MC without disc herniation benefited from conservative therapy, while those with Type I Modic changes and disc herniation experienced poorer improvement. Significant variability exists in reported outcomes following steroid injections. CONCLUSIONS Nonoperative therapy may provide patients with MC with significant benefits. Patients may benefit from therapies not traditionally utilized for LBP such as antibiotics or bisphosphonates, but conservative therapy is not recommended for patients with concomitant MC and disc herniation. The large variation in follow-up times and outcome measures contributes to significant heterogeneity in studies and inability to predict long-term patient outcomes. More long-term studies are needed to assess nonoperative treatments for LBP in patients with MC.
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Affiliation(s)
- Tariq Z Issa
- Rothman Orthopaedics at Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Mark J Lambrechts
- Rothman Orthopaedics at Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Gregory R Toci
- Rothman Orthopaedics at Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Parker L Brush
- Rothman Orthopaedics at Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Meghan M Schilken
- Rothman Orthopaedics at Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Fabio Torregrossa
- Department of Biomedicine, Neurosurgical Unit, Neurosciences and Advanced Diagnostics (BiND), University of Palermo, Palermo, Italy
| | - Giovanni Grasso
- Department of Biomedicine, Neurosurgical Unit, Neurosciences and Advanced Diagnostics (BiND), University of Palermo, Palermo, Italy.
| | - Alexander R Vaccaro
- Rothman Orthopaedics at Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Jose A Canseco
- Rothman Orthopaedics at Thomas Jefferson University, Philadelphia, Pennsylvania, USA
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