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Yin L, Kong Y, Guo M, Zhang X, Yan W, Zhang H. A preliminary attempt to use radiomic features in the diagnosis of extra-articular long head biceps tendinitis. MAGMA (NEW YORK, N.Y.) 2023; 36:651-658. [PMID: 36449124 DOI: 10.1007/s10334-022-01050-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/04/2022] [Revised: 11/13/2022] [Accepted: 11/15/2022] [Indexed: 06/17/2023]
Abstract
BACKGROUND This study aims to present a radiomic application in diagnosing the long head of biceps (LHB) tendinitis. Moreover, we evaluated whether machine learning-derived radiomic features recognize LHB tendinitis. PATIENTS AND METHODS A total of 170 patients were reviewed. All LHB tendinitis patients were diagnosed under arthroscopy. Radiomic features were extracted from preoperative magnetic resonance imaging (MRI), and the input dataset was divided into a training set and a test set. For feature selection, the t test and least absolute shrinkage and selection operator (LASSO) methods were used, and random forest (RF) and support vector machine (SVM) were used as machine learning classifiers. The sensitivity, specificity, accuracy, and area under the curve (AUC) of each model's receiver operating characteristic (ROC) curves were calculated to evaluate model performance. RESULTS In total, 851 radiomic features were extracted, with 109 radiomic features extracted using a t test and 20 radiomic features extracted using the LASSO method. The random forest classifier shows the highest sensitivity, specificity, accuracy, and AUC (0.52, 0.92, 0.73, and 0.72). CONCLUSION The classifier contract by 20 radiomic features demonstrated a good ability to predict extra-articular LHB tendinitis.However because of poor segmentation reliability, the value of Radiomic in LHB tendinitis still needs to be further explored.
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Affiliation(s)
- Lifeng Yin
- The First Affiliated Hospital of Chongqing Medical University, Yuzhong District, Chongqing, China
| | - Yanggang Kong
- The First Affiliated Hospital of Chongqing Medical University, Yuzhong District, Chongqing, China
| | - Mingkang Guo
- The First Affiliated Hospital of Chongqing Medical University, Yuzhong District, Chongqing, China
| | - Xingyu Zhang
- The First Affiliated Hospital of Chongqing Medical University, Yuzhong District, Chongqing, China
| | - Wenlong Yan
- The First Affiliated Hospital of Chongqing Medical University, Yuzhong District, Chongqing, China
| | - Hua Zhang
- The First Affiliated Hospital of Chongqing Medical University, Yuzhong District, Chongqing, China.
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Nicholas Nacey, Fox MG, Blankenbaker DG, Chen D, Frick MA, Jawetz ST, Mathiasen RE, Raizman NM, Rajkotia KH, Said N, Stensby JD, Subhas N, Surasi DS, Walker EA, Chang EY. ACR Appropriateness Criteria® Chronic Shoulder Pain: 2022 Update. J Am Coll Radiol 2023; 20:S49-S69. [PMID: 37236752 DOI: 10.1016/j.jacr.2023.02.017] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2023] [Accepted: 02/27/2023] [Indexed: 05/28/2023]
Abstract
Chronic shoulder pain is an extremely common presenting complaint. Potential pain generators include the rotator cuff tendons, biceps tendon, labrum, glenohumeral articular cartilage, acromioclavicular joint, bones, suprascapular and axillary nerves, and the joint capsule/synovium. Radiographs are typically the initial imaging study obtained in patients with chronic shoulder pain. Further imaging may often be required, with modality chosen based on patient symptoms and physical examination findings, which may lead the clinician to suspect a specific pain generator. The American College of Radiology Appropriateness Criteria are evidence-based guidelines for specific clinical conditions that are reviewed annually by a multidisciplinary expert panel. The guideline development and revision process support the systematic analysis of the medical literature from peer reviewed journals. Established methodology principles such as Grading of Recommendations Assessment, Development, and Evaluation or GRADE are adapted to evaluate the evidence. The RAND/UCLA Appropriateness Method User Manual provides the methodology to determine the appropriateness of imaging and treatment procedures for specific clinical scenarios. In those instances where peer reviewed literature is lacking or equivocal, experts may be the primary evidentiary source available to formulate a recommendation.
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Affiliation(s)
- Nicholas Nacey
- Panel Vice-Chair, University of Virginia Health System, Charlottesville, Virginia.
| | | | - Donna G Blankenbaker
- University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin
| | - Doris Chen
- Stanford University, Stanford, California, Primary care physician
| | | | | | - Ross E Mathiasen
- University of Nebraska Medical Center, Omaha, Nebraska; American College of Emergency Physicians
| | - Noah M Raizman
- The Centers for Advanced Orthopaedics, George Washington University, Washington, District of Columbia; American Academy of Orthopaedic Surgeons
| | - Kavita H Rajkotia
- University of Michigan Health System, Ann Arbor, Michigan; Committee on Emergency Radiology-GSER
| | - Nicholas Said
- Duke University Medical Center, Durham, North Carolina
| | | | | | - Devaki Shilpa Surasi
- The University of Texas MD Anderson Cancer Center, Houston, Texas; Commission on Nuclear Medicine and Molecular Imaging
| | - Eric A Walker
- Penn State Milton S. Hershey Medical Center, Hershey, Pennsylvania, and Uniformed Services University of the Health Sciences, Bethesda, Maryland
| | - Eric Y Chang
- Specialty Chair, VA San Diego Healthcare System, San Diego, California
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Diplock B, Hing W, Marks D. The long head of biceps at the shoulder: a scoping review. BMC Musculoskelet Disord 2023; 24:232. [PMID: 36978047 PMCID: PMC10044783 DOI: 10.1186/s12891-023-06346-5] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Accepted: 03/20/2023] [Indexed: 03/30/2023] Open
Abstract
BACKGROUND This review aimed to explore the available literature to update our understanding of the long head of biceps (LHB) at the shoulder. Synthesise our findings to identify emergent themes and knowledge gaps to inform future research and management directions. METHODS PubMed, Embase, Cinahl, SportDiscus, CENTRAL, and Web of Science were searched from inception to 31st December 2021. Articles were included if they referenced adult participants > 18 years of age and were written in English. RESULTS 214 articles were included in the final analysis, and results were categorised into six emergent themes: (1) Anatomy - Normal anatomical variation of the biceps from aberrant origins, third and fourth accessory heads, and an absence of the LHB tendon (LHBT) are not necessarily benign, with shoulder pain and instability a commonly reported theme. (2) Function - Bicep's role in glenohumeral elevation and stability in healthy shoulders is minimal. In contrast, LHB has a more significant role in shoulder stability and humeral head depression in subjects with rotator cuff failure or an absent LHBT. (3) Pathology - There is an association between LHB tendinopathy, rotator cuff disease, LHBT instability and occult rotator cuff tears. Early recruitment and hyperactivity of the LHB in subjects with symptomatic rotator cuff tears and instability suggest a potential compensatory role. (4) Assessment - The limited diagnostic utility of special orthopaedic tests in assessing LHBT pathology was a consistent theme. The utility of magnetic resonance imaging and ultrasound to identify full-thickness tendon tears and instability of the LHBT was moderate to high. However, the utility of clinical tests and imaging may be underestimated due to arthroscopy's limitations in fully visualising the proximal LHBT. (5) Non-Surgical Management - Ultrasound-guided injections into the biceps sheath show greater accuracy and patient outcomes than blinded injections; however, the entry of injectate into the intraarticular glenohumeral joint may have unwanted complications. (6) Surgical management - For the surgical management of biceps pathology with or without rotator cuff pathology, both biceps tenodesis and tenotomy report similar improvements in pain without any significant adverse effect on strength or function. Tenodesis favoured higher overall constant scores and a lower incidence of Popeye deformity and cramping arm pain, with tenotomy trending to be more cost and time effective. For patients with a healthy LHBT, rotator cuff repair with adjunctive tenodesis or tenotomy fails to provide additional clinical improvements compared to rotator cuff repair in isolation. CONCLUSIONS The scoping review highlights the variability of biceps anatomy, which is not necessarily benign and suggests a minimal role of the LHB in shoulder elevation and stability in healthy individuals. In contrast, individuals with rotator cuff tears experience proximal humeral migration and demonstrate hyperactivity of the LHB, suggesting a potential compensation role. The observed prevalence of LHBT pathology with rotator cuff tears is well established; however, the cause-and-effect relationship between LHBT pathology and rotator cuff disease is undetermined. The diagnostic utility of clinical tests and imaging to exclude LHBT pathology may be understated due to the limitations of arthroscopy to visualise the proximal LHBT fully. Rehabilitation programs for the LHB are understudied. Similar post-surgical clinical outcomes are observed for tenodesis and tenotomy for biceps and rotator cuff-related shoulder pain. Subjects undergoing biceps tenodesis are less likely to have cramping arm pain and a Popeye deformity than patients undergoing biceps tenotomy. The significance of routine surgical removal of the LHBT and sequelae on rotator cuff tear progression to failure and long-term shoulder function is unknown, and further research is required. PRE-REGISTRATION OSF: https://osf.io/erh9m.
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Affiliation(s)
- Brendan Diplock
- Faculty of Health Sciences & Medicine, Bond University, Gold Coast, Australia.
| | - Wayne Hing
- Faculty of Health Sciences & Medicine, Bond University, Gold Coast, Australia
| | - Darryn Marks
- Faculty of Health Sciences & Medicine, Bond University, Gold Coast, Australia
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Lalevée M, van Rooij F, Nover L, Kumble A, Saffarini M, Courage O. 3D imaging has good specificity but poor sensitivity for the diagnosis of pathologies of the long head of the biceps: a systematic review and meta-analysis. Knee Surg Sports Traumatol Arthrosc 2022; 30:2510-2520. [PMID: 35094096 DOI: 10.1007/s00167-022-06873-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/03/2021] [Accepted: 01/05/2022] [Indexed: 10/19/2022]
Abstract
PURPOSE To systematically review and meta-analyse the literature to determine which three-dimensional (3D) imaging modality provides the best diagnostic accuracy to detect pathologies of the long head of the biceps tendon (LHBT). MATERIALS AND METHODS A search was performed on PubMed, Embase®, and Cochrane. Studies that compared the diagnostic accuracy of 3D imaging modalities versus arthroscopy for the assessment of LHBT pathologies were included. Studies assessing superior labral anterior posterior (SLAP) lesions were excluded. RESULTS Fifteen studies were included; nine were eligible for meta-analysis. Six studies on instability indicated a sensitivity of 0.68 (CI 0.46-0.84) and specificity of 0.76 (CI 0.68-0.82). Four studies on full-thickness tears indicated a sensitivity of 0.56 (CI 0.28-0.81) and specificity of 0.97 (CI 0.93-0.99). Four studies on partial-thickness tears indicated a sensitivity of 0.52 (CI 0.20-0.82) and specificity of 0.64 (CI 0.25-0.91). Two studies on any tear indicated a sensitivity of 0.58 (CI 0.28-0.83) and specificity of 0.99 (CI 0.93-1.00). Only one study on other pathologies indicated a sensitivity of 0.61 and specificity of 0.84. CONCLUSION To diagnose LHBT pathologies, 3D imaging modalities overall have low-to-moderate sensitivity, but high-to-excellent specificity. The consistency in reported sensitivity is generally poor, while the consistency and reported specificity is good for the detection of instability, full-thickness tears and any tear, but poor for the detection of partial-thickness tears. 3D imaging may be adequate to rule out LHBT pathologies, but are not sufficiently reliable to confirm the presence of such pathologies. LEVEL OF EVIDENCE III.
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Affiliation(s)
- Matthieu Lalevée
- Hopital Prive de l'Estuaire, Ramsay Santé, Le Havre, France.,Hôpital Charles Nicolle, CHU de Rouen, Rouen, France
| | | | - Luca Nover
- ReSurg SA, Rue Saint Jean 22, 1260, Nyon, Switzerland
| | | | - Mo Saffarini
- ReSurg SA, Rue Saint Jean 22, 1260, Nyon, Switzerland
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Long head biceps tendon instability: diagnostic performance of known and new MRI diagnostic signs. Skeletal Radiol 2021; 50:1863-1871. [PMID: 33733694 DOI: 10.1007/s00256-021-03710-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/10/2020] [Revised: 01/04/2021] [Accepted: 01/04/2021] [Indexed: 02/02/2023]
Abstract
OBJECTIVE The aim of this work was to evaluate the inter-observer agreement and diagnostic performance values of 7 MRI signs (3 known and 4 new) of long head biceps tendon instability. MATERIALS AND METHODS MRI of 86 patients were retrospectively evaluated. Inter-observer agreement and diagnostic performance of each diagnostic sign and of all combined signs (with the exception of detour sign) were tested for identification of biceps tendon instability, with arthroscopy as the reference standard. RESULTS Agreement between expert operators was moderate to good. Sensitivity, specificity, and sign accuracy showed a variation respectively of the following: humeral chondral print 72-80%, 62-68%, and 70-76%; subchondral bone edema 24-31%, 84-97%, and 50%; biceps tendon angle 60-71%, 97-100%, and 74-81%, biceps tendon-groove distance 31-47%, 90-100%, and 56-64%; long head biceps subluxation/dislocation on axial plane 49-53%, 97-100%, and 66-70%; displacement sign 74-80%, 74-100%, and 74-87%; detour sign 51-64%, 58-81%, and 62-64%; and all signs 98-100%, 32-61%, and 75-86%. CONCLUSION These diagnostic signs, both known and new, individually and/or in combination, provide a valid tool in the MRI diagnosis of long head biceps tendon instability.
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Maalouly J, Aouad D, Tawk A, El Bitar J, Darwish M, El Rassi G. Biceps tendon subluxation associated with isolated greater tuberosity fracture and bony Bankart lesion without a Hill-Sachs lesion: A case report and review of the literature. Trauma Case Rep 2020; 28:100310. [PMID: 32577491 PMCID: PMC7301207 DOI: 10.1016/j.tcr.2020.100310] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/03/2020] [Indexed: 11/19/2022] Open
Abstract
Combined injuries of the glenohumeral joint that involve biceps tendon subluxation associated with isolated greater tuberosity fracture and bony Bankart lesion are extremely rare. As per our knowledge, this is the first case report that includes such combined injuries that were treated arthroscopically. We present the case of a 48-year-old male patient who sustained shoulder trauma after being thrown against the rocks by a wave, was found to have biceps tendon subluxation associated with isolated greater tuberosity fracture and bony Bankart lesion. The operative management resulted in complete restoration of the range of motion of the shoulder, and uneventful healing of the fracture. The patient recovered normal activity including his surfing.
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Affiliation(s)
| | - Dany Aouad
- Corresponding author at: St Georges University Medical Center, Achrafieh, St Georges Street, Beirut, Lebanon.
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Abstract
Imaging evaluation of the shoulder is performed using multiple modalities, including ultrasound (US) and MR imaging. Clinicians often wonder which modality to use to work up their patients with shoulder pain. Although MR imaging has remained the workhorse of shoulder imaging, US has increased in popularity among academic and private institutions. Both modalities offer similar diagnostic information in regards to rotator cuff pathology and other soft tissues, although they differ in their technique, indications, and interpretation. A thorough understanding of these differences is imperative to appropriately use these modalities in clinical practice, including the unique interventional opportunities available with US.
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Affiliation(s)
- David C Gimarc
- Department of Radiology, University of Colorado School of Medicine, 12401 E. 17th Avenue, Mail Stop L954, Aurora, CO 80045, USA.
| | - Kenneth S Lee
- Department of Radiology, University of Wisconsin School of Medicine and Public Health, 600 Highland Avenue, E3/342, Madison, WI 53792, USA
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Simpfendorfer CS, Schickendantz MS, Polster JM. The Shoulder: What is New and Evidence-Based in Orthopedic Sports Medicine. CURRENT RADIOLOGY REPORTS 2017. [DOI: 10.1007/s40134-017-0228-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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