1
|
Xie J, Zhou M, Guo Z, Zhu Y, Jiang C. A Quantitative Fatty Infiltration Evaluation of the Supraspinatus Muscle: Enhanced Clinical Relevance and Improved Diagnostic Value on Predicting Retear Compared With the Goutallier Classification. Am J Sports Med 2025; 53:952-960. [PMID: 39891033 DOI: 10.1177/03635465251313809] [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] [Indexed: 02/03/2025]
Abstract
BACKGROUND Preoperative assessment of fatty degeneration is important for managing rotator cuff tears. The Goutallier classification is semiquantitative and observer dependent. Discrepancies among surgeons can be prominent. A quantitative method may improve accuracy and reliability in evaluating the exact percentage of fatty infiltration (Fat%). HYPOTHESIS/PURPOSE This study aimed to investigate the correlation between the new quantitative method and the Goutallier classification in assessing fatty infiltration (FI) of the supraspinatus muscle and to explore the use of this method in predicting retear after rotator cuff repair. It was hypothesized that the new method would significantly correlate with the Goutallier classification and be more sensitive to retear. STUDY DESIGN Cohort study (diagnosis); Level of evidence; 3. METHODS This study included 105 patients who underwent arthroscopic rotator cuff repair for large to massive tears. All patients underwent routine preoperative and 1-year postoperative magnetic resonance imaging and were divided into 2 groups according to tendon healing. Preoperative quantitative Fat% of the supraspinatus muscle was evaluated based on the signal intensity (SI) of the T1-weighted sequence. The Fat% was calculated using the following equation: SIsupraspinatus = SIfat× Fat% + SImuscle× (1 - Fat%). The correlation between the Fat% and the Goutallier grade was determined. Univariate and multivariate analyses were performed to identify the independent risk factors for retear. RESULTS The mean preoperative Fat% of the supraspinatus muscle was 23.77 ± 15.96. A significant correlation was found between the Fat% and the Goutallier grade of the supraspinatus muscle (R = 0.655; P < .001). The overall retear rate was 21.9%; however, functional status significantly improved regardless of cuff healing. Multivariate analysis identified the Fat% (P = .005) and the modified Patte classification (P = .003) as independent risk factors of retear. The receiver operating characteristic curves showed that the cutoff value of Fat% for predicting retear was 33.2%. Fat% >33.2% possessed superior diagnostic accuracy (79.0%), Youden index (0.513), and positive and negative predictive values (51.6% and 90.5%, respectively) compared with the Goutallier grades. CONCLUSION Although the quantitative method for assessing Fat% of the supraspinatus muscle significantly correlated with the Goutallier classification, the quantitative method is more clinically relevant to retear. Fat% of the supraspinatus muscle >33.2% possessed higher diagnostic value than the Goutallier grades in predicting retear.
Collapse
Affiliation(s)
- Jianhao Xie
- Peking University Fourth School of Clinical Medicine, Sports Medicine Service, Beijing Jishuitan Hospital, Beijing, China
| | - Meng Zhou
- Peking University Fourth School of Clinical Medicine, Sports Medicine Service, Beijing Jishuitan Hospital, Beijing, China
| | - Zhe Guo
- Department of Radiology, Peking University Fourth School of Clinical Medicine, Beijing Jishuitan Hospital, Beijing, China
| | - Yiming Zhu
- Peking University Fourth School of Clinical Medicine, Sports Medicine Service, Beijing Jishuitan Hospital, Beijing, China
| | - Chunyan Jiang
- Peking University Fourth School of Clinical Medicine, Sports Medicine Service, Beijing Jishuitan Hospital, Beijing, China
- Beijing Research Institute of Traumatology and Orthopaedics, Beijing, China
| |
Collapse
|
2
|
Hess H, Gussarow P, Rojas JT, Zumstein MA, Gerber K. Automatic 3-dimensional analysis of posterosuperior full-thickness rotator cuff tear size on magnetic resonance imaging. J Shoulder Elbow Surg 2024:S1058-2746(24)00861-9. [PMID: 39631559 DOI: 10.1016/j.jse.2024.09.041] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/02/2024] [Revised: 09/06/2024] [Accepted: 09/23/2024] [Indexed: 12/07/2024]
Abstract
BACKGROUND Tear size and shape are known to prognosticate the efficacy of surgical rotator cuff (RC) repair; however, current manual measurements on magnetic resonance images (MRIs) exhibit high interobserver variabilities and exclude 3-dimensional (3D) morphologic information. This study aimed to develop algorithms for automatic 3D analyses of posterosuperior full-thickness RC tear to enable efficient and precise tear evaluation and 3D tear visualization. METHODS A deep-learning network for automatic segmentation of the tear region in coronal and sagittal multicenter MRI was trained with manually segmented (consensus of 3 experts) proton density- and T2-weighted MRI of shoulders with full-thickness posterosuperior tears (n = 200). Algorithms for automatic measurement of tendon retraction, tear width, tear area, and automatic Patte classification considering the 3D morphology of the shoulder were implemented and evaluated against manual segmentation (n = 59). Automatic Patte classification was calculated using automatic segmented humerus and scapula on T1-weighted MRI of the same shoulders. RESULTS Tears were automatically segmented, enabling 3D visualization of the tear, with a mean Dice coefficient of 0.58 ± 0.21 compared to an interobserver variability of 0.46 ± 0.21. The mean absolute error of automatic tendon retraction and tear width measurements (4.98 ± 4.49 mm and 3.88 ± 3.18 mm) were lower than the interobserver variabilities (5.42 ± 7.09 mm and 5.92 ± 1.02 mm). The correlations of all measurements performed on automatic tear segmentations compared with those on consensus segmentations were higher than the interobserver correlation. Automatic Patte classification achieved a Cohen kappa value of 0.62, compared with the interobserver variability of 0.56. Retraction calculated using standard linear measures underestimated the tear size relative to measurements considering the curved shape of the humeral head, especially for larger tears. CONCLUSION Even on highly heterogeneous data, the proposed algorithms showed the feasibility to successfully automate tear size analysis and to enable automatic 3D visualization of the tear situation. The presented algorithms standardize cross-center tear analyses and enable the calculation of additional metrics, potentially improving the predictive power of image-based tear measurements for the outcome of surgical treatments, thus aiding in RC tear diagnosis, treatment decision, and planning.
Collapse
Affiliation(s)
- Hanspeter Hess
- Department of Orthopaedic Surgery and Traumatology, Inselspital, University Hospital of Bern, Bern, Switzerland
| | - Philipp Gussarow
- Department of Orthopaedic Surgery and Traumatology, Inselspital, University Hospital of Bern, Bern, Switzerland; Shoulder, Elbow and Orthopaedic Sports Medicine, Sonnenhof Orthopaedics, Bern, Switzerland
| | - J Tomás Rojas
- Shoulder, Elbow and Orthopaedic Sports Medicine, Sonnenhof Orthopaedics, Bern, Switzerland; Department of Orthopaedics and Trauma Surgery, Hospital San José-Clínica Santa María, Santiago, Chile
| | - Matthias A Zumstein
- Shoulder, Elbow and Orthopaedic Sports Medicine, Sonnenhof Orthopaedics, Bern, Switzerland; Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, NSW, Australia; Faculty of Medicine, University of Bern, Bern, Switzerland.
| | - Kate Gerber
- Department of Orthopaedic Surgery and Traumatology, Inselspital, University Hospital of Bern, Bern, Switzerland
| |
Collapse
|
3
|
Kuhn JE, Dunn WR, Sanders R, Baumgarten KM, Bishop JY, Brophy RH, Carey JL, Holloway BG, Jones GL, Ma CB, Marx RG, McCarty EC, Poddar SK, Smith MV, Spencer EE, Vidal AF, Wolf BR, Wright RW. 2024 Kappa Delta Ann Doner Vaughan Award: Nonsurgical Treatment of Symptomatic, Atraumatic Full-Thickness Rotator Cuff Tears-a Prospective Multicenter Cohort Study With 10-Year Follow-Up. J Am Acad Orthop Surg 2024; 32:1061-1073. [PMID: 39325825 DOI: 10.5435/jaaos-d-24-00841] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/26/2024] [Accepted: 08/02/2024] [Indexed: 09/28/2024] Open
Abstract
The Multicenter Orthopaedic Outcomes Network Shoulder Group conducted a prospective cohort study of 452 patients with symptomatic atraumatic rotator cuff tears treated with a physical therapy program to determine the predictors of failure of nonsurgical treatment, to provide insight into indications for surgery. After 10 years, we found the following: (1) Physical therapy was effective for over 70% of patients. (2) PROMs showed statistical and clinical improvement after 12 weeks of therapy and did not decline over 10 years. (3) Cuff tear severity did not correlate with pain, duration of symptoms, or activity level. (4) Of those who had surgery, 56.7% had surgery in the first 6 months while 43.3% had surgery between 6 months and 10 years. (5) Early surgery was primarily driven by low patient expectations regarding the effectiveness of therapy. (6) Later surgery predictors included workers' compensation status, activity level, and patient expectations. (7) Only 1 patient had a reverse arthroplasty (0.2% of the cohort). These data suggest that physical therapy is an effective and durable treatment of atraumatic symptomatic rotator cuff tears and most patients successfully treated with physical therapy do not exhibit a decline in patient-reported outcomes over time. Reverse arthroplasty after nonsurgical treatment is exceptionally rare.
Collapse
Affiliation(s)
- John E Kuhn
- Department of Orthopaedic Surgery, Vanderbilt University Medical Center, Nashville, TN (Kuhn, Sanders, and Wright), bFrondren Orthopaedic Group, Houston TX (Dunn), Orthopedic Institute, Sioux Falls, SD (Baumgarten), Department of Orthopaedics, The Ohio State University, Columbus, OH (Bishop and Jones), Department of Orthopaedic Surgery, Washington University in St. Louis, St. Louis, MO (Brophy and Smith), Department of Orthopaedic Surgery, University of Pennsylvania, Philadelphia, PA (Carey), Knoxville Orthopaedic Clinic, Knoxville, TN (Holloway and Spencer), Department of Orthopaedic Surgery, University of California, San Francisco, San Francisco, CA (Ma), Hospital for Special Surgery, New York, NY (Marx, McCarty, and Poddar)
- jDepartment of Orthopaedic Surgery, University of Colorado Sports Medicine Center, Denver, CO, USA
- kThe Steadman Clinic, Vail, CO, USA (Vidal)
- lDepartment of Orthopaedic Surgery, University of Iowa, Iowa City, IA, USA (Wolf)
| | - Warren R Dunn
- Department of Orthopaedic Surgery, Vanderbilt University Medical Center, Nashville, TN (Kuhn, Sanders, and Wright), bFrondren Orthopaedic Group, Houston TX (Dunn), Orthopedic Institute, Sioux Falls, SD (Baumgarten), Department of Orthopaedics, The Ohio State University, Columbus, OH (Bishop and Jones), Department of Orthopaedic Surgery, Washington University in St. Louis, St. Louis, MO (Brophy and Smith), Department of Orthopaedic Surgery, University of Pennsylvania, Philadelphia, PA (Carey), Knoxville Orthopaedic Clinic, Knoxville, TN (Holloway and Spencer), Department of Orthopaedic Surgery, University of California, San Francisco, San Francisco, CA (Ma), Hospital for Special Surgery, New York, NY (Marx, McCarty, and Poddar)
- jDepartment of Orthopaedic Surgery, University of Colorado Sports Medicine Center, Denver, CO, USA
- kThe Steadman Clinic, Vail, CO, USA (Vidal)
- lDepartment of Orthopaedic Surgery, University of Iowa, Iowa City, IA, USA (Wolf)
| | - Rosemary Sanders
- Department of Orthopaedic Surgery, Vanderbilt University Medical Center, Nashville, TN (Kuhn, Sanders, and Wright), bFrondren Orthopaedic Group, Houston TX (Dunn), Orthopedic Institute, Sioux Falls, SD (Baumgarten), Department of Orthopaedics, The Ohio State University, Columbus, OH (Bishop and Jones), Department of Orthopaedic Surgery, Washington University in St. Louis, St. Louis, MO (Brophy and Smith), Department of Orthopaedic Surgery, University of Pennsylvania, Philadelphia, PA (Carey), Knoxville Orthopaedic Clinic, Knoxville, TN (Holloway and Spencer), Department of Orthopaedic Surgery, University of California, San Francisco, San Francisco, CA (Ma), Hospital for Special Surgery, New York, NY (Marx, McCarty, and Poddar)
- jDepartment of Orthopaedic Surgery, University of Colorado Sports Medicine Center, Denver, CO, USA
- kThe Steadman Clinic, Vail, CO, USA (Vidal)
- lDepartment of Orthopaedic Surgery, University of Iowa, Iowa City, IA, USA (Wolf)
| | - Keith M Baumgarten
- Department of Orthopaedic Surgery, Vanderbilt University Medical Center, Nashville, TN (Kuhn, Sanders, and Wright), bFrondren Orthopaedic Group, Houston TX (Dunn), Orthopedic Institute, Sioux Falls, SD (Baumgarten), Department of Orthopaedics, The Ohio State University, Columbus, OH (Bishop and Jones), Department of Orthopaedic Surgery, Washington University in St. Louis, St. Louis, MO (Brophy and Smith), Department of Orthopaedic Surgery, University of Pennsylvania, Philadelphia, PA (Carey), Knoxville Orthopaedic Clinic, Knoxville, TN (Holloway and Spencer), Department of Orthopaedic Surgery, University of California, San Francisco, San Francisco, CA (Ma), Hospital for Special Surgery, New York, NY (Marx, McCarty, and Poddar)
- jDepartment of Orthopaedic Surgery, University of Colorado Sports Medicine Center, Denver, CO, USA
- kThe Steadman Clinic, Vail, CO, USA (Vidal)
- lDepartment of Orthopaedic Surgery, University of Iowa, Iowa City, IA, USA (Wolf)
| | - Julie Y Bishop
- Department of Orthopaedic Surgery, Vanderbilt University Medical Center, Nashville, TN (Kuhn, Sanders, and Wright), bFrondren Orthopaedic Group, Houston TX (Dunn), Orthopedic Institute, Sioux Falls, SD (Baumgarten), Department of Orthopaedics, The Ohio State University, Columbus, OH (Bishop and Jones), Department of Orthopaedic Surgery, Washington University in St. Louis, St. Louis, MO (Brophy and Smith), Department of Orthopaedic Surgery, University of Pennsylvania, Philadelphia, PA (Carey), Knoxville Orthopaedic Clinic, Knoxville, TN (Holloway and Spencer), Department of Orthopaedic Surgery, University of California, San Francisco, San Francisco, CA (Ma), Hospital for Special Surgery, New York, NY (Marx, McCarty, and Poddar)
- jDepartment of Orthopaedic Surgery, University of Colorado Sports Medicine Center, Denver, CO, USA
- kThe Steadman Clinic, Vail, CO, USA (Vidal)
- lDepartment of Orthopaedic Surgery, University of Iowa, Iowa City, IA, USA (Wolf)
| | - Robert H Brophy
- Department of Orthopaedic Surgery, Vanderbilt University Medical Center, Nashville, TN (Kuhn, Sanders, and Wright), bFrondren Orthopaedic Group, Houston TX (Dunn), Orthopedic Institute, Sioux Falls, SD (Baumgarten), Department of Orthopaedics, The Ohio State University, Columbus, OH (Bishop and Jones), Department of Orthopaedic Surgery, Washington University in St. Louis, St. Louis, MO (Brophy and Smith), Department of Orthopaedic Surgery, University of Pennsylvania, Philadelphia, PA (Carey), Knoxville Orthopaedic Clinic, Knoxville, TN (Holloway and Spencer), Department of Orthopaedic Surgery, University of California, San Francisco, San Francisco, CA (Ma), Hospital for Special Surgery, New York, NY (Marx, McCarty, and Poddar)
- jDepartment of Orthopaedic Surgery, University of Colorado Sports Medicine Center, Denver, CO, USA
- kThe Steadman Clinic, Vail, CO, USA (Vidal)
- lDepartment of Orthopaedic Surgery, University of Iowa, Iowa City, IA, USA (Wolf)
| | - James L Carey
- Department of Orthopaedic Surgery, Vanderbilt University Medical Center, Nashville, TN (Kuhn, Sanders, and Wright), bFrondren Orthopaedic Group, Houston TX (Dunn), Orthopedic Institute, Sioux Falls, SD (Baumgarten), Department of Orthopaedics, The Ohio State University, Columbus, OH (Bishop and Jones), Department of Orthopaedic Surgery, Washington University in St. Louis, St. Louis, MO (Brophy and Smith), Department of Orthopaedic Surgery, University of Pennsylvania, Philadelphia, PA (Carey), Knoxville Orthopaedic Clinic, Knoxville, TN (Holloway and Spencer), Department of Orthopaedic Surgery, University of California, San Francisco, San Francisco, CA (Ma), Hospital for Special Surgery, New York, NY (Marx, McCarty, and Poddar)
- jDepartment of Orthopaedic Surgery, University of Colorado Sports Medicine Center, Denver, CO, USA
- kThe Steadman Clinic, Vail, CO, USA (Vidal)
- lDepartment of Orthopaedic Surgery, University of Iowa, Iowa City, IA, USA (Wolf)
| | - Brian G Holloway
- Department of Orthopaedic Surgery, Vanderbilt University Medical Center, Nashville, TN (Kuhn, Sanders, and Wright), bFrondren Orthopaedic Group, Houston TX (Dunn), Orthopedic Institute, Sioux Falls, SD (Baumgarten), Department of Orthopaedics, The Ohio State University, Columbus, OH (Bishop and Jones), Department of Orthopaedic Surgery, Washington University in St. Louis, St. Louis, MO (Brophy and Smith), Department of Orthopaedic Surgery, University of Pennsylvania, Philadelphia, PA (Carey), Knoxville Orthopaedic Clinic, Knoxville, TN (Holloway and Spencer), Department of Orthopaedic Surgery, University of California, San Francisco, San Francisco, CA (Ma), Hospital for Special Surgery, New York, NY (Marx, McCarty, and Poddar)
- jDepartment of Orthopaedic Surgery, University of Colorado Sports Medicine Center, Denver, CO, USA
- kThe Steadman Clinic, Vail, CO, USA (Vidal)
- lDepartment of Orthopaedic Surgery, University of Iowa, Iowa City, IA, USA (Wolf)
| | - Grant L Jones
- Department of Orthopaedic Surgery, Vanderbilt University Medical Center, Nashville, TN (Kuhn, Sanders, and Wright), bFrondren Orthopaedic Group, Houston TX (Dunn), Orthopedic Institute, Sioux Falls, SD (Baumgarten), Department of Orthopaedics, The Ohio State University, Columbus, OH (Bishop and Jones), Department of Orthopaedic Surgery, Washington University in St. Louis, St. Louis, MO (Brophy and Smith), Department of Orthopaedic Surgery, University of Pennsylvania, Philadelphia, PA (Carey), Knoxville Orthopaedic Clinic, Knoxville, TN (Holloway and Spencer), Department of Orthopaedic Surgery, University of California, San Francisco, San Francisco, CA (Ma), Hospital for Special Surgery, New York, NY (Marx, McCarty, and Poddar)
- jDepartment of Orthopaedic Surgery, University of Colorado Sports Medicine Center, Denver, CO, USA
- kThe Steadman Clinic, Vail, CO, USA (Vidal)
- lDepartment of Orthopaedic Surgery, University of Iowa, Iowa City, IA, USA (Wolf)
| | - C Benjamin Ma
- Department of Orthopaedic Surgery, Vanderbilt University Medical Center, Nashville, TN (Kuhn, Sanders, and Wright), bFrondren Orthopaedic Group, Houston TX (Dunn), Orthopedic Institute, Sioux Falls, SD (Baumgarten), Department of Orthopaedics, The Ohio State University, Columbus, OH (Bishop and Jones), Department of Orthopaedic Surgery, Washington University in St. Louis, St. Louis, MO (Brophy and Smith), Department of Orthopaedic Surgery, University of Pennsylvania, Philadelphia, PA (Carey), Knoxville Orthopaedic Clinic, Knoxville, TN (Holloway and Spencer), Department of Orthopaedic Surgery, University of California, San Francisco, San Francisco, CA (Ma), Hospital for Special Surgery, New York, NY (Marx, McCarty, and Poddar)
- jDepartment of Orthopaedic Surgery, University of Colorado Sports Medicine Center, Denver, CO, USA
- kThe Steadman Clinic, Vail, CO, USA (Vidal)
- lDepartment of Orthopaedic Surgery, University of Iowa, Iowa City, IA, USA (Wolf)
| | - Robert G Marx
- Department of Orthopaedic Surgery, Vanderbilt University Medical Center, Nashville, TN (Kuhn, Sanders, and Wright), bFrondren Orthopaedic Group, Houston TX (Dunn), Orthopedic Institute, Sioux Falls, SD (Baumgarten), Department of Orthopaedics, The Ohio State University, Columbus, OH (Bishop and Jones), Department of Orthopaedic Surgery, Washington University in St. Louis, St. Louis, MO (Brophy and Smith), Department of Orthopaedic Surgery, University of Pennsylvania, Philadelphia, PA (Carey), Knoxville Orthopaedic Clinic, Knoxville, TN (Holloway and Spencer), Department of Orthopaedic Surgery, University of California, San Francisco, San Francisco, CA (Ma), Hospital for Special Surgery, New York, NY (Marx, McCarty, and Poddar)
- jDepartment of Orthopaedic Surgery, University of Colorado Sports Medicine Center, Denver, CO, USA
- kThe Steadman Clinic, Vail, CO, USA (Vidal)
- lDepartment of Orthopaedic Surgery, University of Iowa, Iowa City, IA, USA (Wolf)
| | - Eric C McCarty
- Department of Orthopaedic Surgery, Vanderbilt University Medical Center, Nashville, TN (Kuhn, Sanders, and Wright), bFrondren Orthopaedic Group, Houston TX (Dunn), Orthopedic Institute, Sioux Falls, SD (Baumgarten), Department of Orthopaedics, The Ohio State University, Columbus, OH (Bishop and Jones), Department of Orthopaedic Surgery, Washington University in St. Louis, St. Louis, MO (Brophy and Smith), Department of Orthopaedic Surgery, University of Pennsylvania, Philadelphia, PA (Carey), Knoxville Orthopaedic Clinic, Knoxville, TN (Holloway and Spencer), Department of Orthopaedic Surgery, University of California, San Francisco, San Francisco, CA (Ma), Hospital for Special Surgery, New York, NY (Marx, McCarty, and Poddar)
- jDepartment of Orthopaedic Surgery, University of Colorado Sports Medicine Center, Denver, CO, USA
- kThe Steadman Clinic, Vail, CO, USA (Vidal)
- lDepartment of Orthopaedic Surgery, University of Iowa, Iowa City, IA, USA (Wolf)
| | - Sourav K Poddar
- Department of Orthopaedic Surgery, Vanderbilt University Medical Center, Nashville, TN (Kuhn, Sanders, and Wright), bFrondren Orthopaedic Group, Houston TX (Dunn), Orthopedic Institute, Sioux Falls, SD (Baumgarten), Department of Orthopaedics, The Ohio State University, Columbus, OH (Bishop and Jones), Department of Orthopaedic Surgery, Washington University in St. Louis, St. Louis, MO (Brophy and Smith), Department of Orthopaedic Surgery, University of Pennsylvania, Philadelphia, PA (Carey), Knoxville Orthopaedic Clinic, Knoxville, TN (Holloway and Spencer), Department of Orthopaedic Surgery, University of California, San Francisco, San Francisco, CA (Ma), Hospital for Special Surgery, New York, NY (Marx, McCarty, and Poddar)
- jDepartment of Orthopaedic Surgery, University of Colorado Sports Medicine Center, Denver, CO, USA
- kThe Steadman Clinic, Vail, CO, USA (Vidal)
- lDepartment of Orthopaedic Surgery, University of Iowa, Iowa City, IA, USA (Wolf)
| | - Matthew V Smith
- Department of Orthopaedic Surgery, Vanderbilt University Medical Center, Nashville, TN (Kuhn, Sanders, and Wright), bFrondren Orthopaedic Group, Houston TX (Dunn), Orthopedic Institute, Sioux Falls, SD (Baumgarten), Department of Orthopaedics, The Ohio State University, Columbus, OH (Bishop and Jones), Department of Orthopaedic Surgery, Washington University in St. Louis, St. Louis, MO (Brophy and Smith), Department of Orthopaedic Surgery, University of Pennsylvania, Philadelphia, PA (Carey), Knoxville Orthopaedic Clinic, Knoxville, TN (Holloway and Spencer), Department of Orthopaedic Surgery, University of California, San Francisco, San Francisco, CA (Ma), Hospital for Special Surgery, New York, NY (Marx, McCarty, and Poddar)
- jDepartment of Orthopaedic Surgery, University of Colorado Sports Medicine Center, Denver, CO, USA
- kThe Steadman Clinic, Vail, CO, USA (Vidal)
- lDepartment of Orthopaedic Surgery, University of Iowa, Iowa City, IA, USA (Wolf)
| | - Edwin E Spencer
- Department of Orthopaedic Surgery, Vanderbilt University Medical Center, Nashville, TN (Kuhn, Sanders, and Wright), bFrondren Orthopaedic Group, Houston TX (Dunn), Orthopedic Institute, Sioux Falls, SD (Baumgarten), Department of Orthopaedics, The Ohio State University, Columbus, OH (Bishop and Jones), Department of Orthopaedic Surgery, Washington University in St. Louis, St. Louis, MO (Brophy and Smith), Department of Orthopaedic Surgery, University of Pennsylvania, Philadelphia, PA (Carey), Knoxville Orthopaedic Clinic, Knoxville, TN (Holloway and Spencer), Department of Orthopaedic Surgery, University of California, San Francisco, San Francisco, CA (Ma), Hospital for Special Surgery, New York, NY (Marx, McCarty, and Poddar)
- jDepartment of Orthopaedic Surgery, University of Colorado Sports Medicine Center, Denver, CO, USA
- kThe Steadman Clinic, Vail, CO, USA (Vidal)
- lDepartment of Orthopaedic Surgery, University of Iowa, Iowa City, IA, USA (Wolf)
| | - Armando F Vidal
- Department of Orthopaedic Surgery, Vanderbilt University Medical Center, Nashville, TN (Kuhn, Sanders, and Wright), bFrondren Orthopaedic Group, Houston TX (Dunn), Orthopedic Institute, Sioux Falls, SD (Baumgarten), Department of Orthopaedics, The Ohio State University, Columbus, OH (Bishop and Jones), Department of Orthopaedic Surgery, Washington University in St. Louis, St. Louis, MO (Brophy and Smith), Department of Orthopaedic Surgery, University of Pennsylvania, Philadelphia, PA (Carey), Knoxville Orthopaedic Clinic, Knoxville, TN (Holloway and Spencer), Department of Orthopaedic Surgery, University of California, San Francisco, San Francisco, CA (Ma), Hospital for Special Surgery, New York, NY (Marx, McCarty, and Poddar)
- jDepartment of Orthopaedic Surgery, University of Colorado Sports Medicine Center, Denver, CO, USA
- kThe Steadman Clinic, Vail, CO, USA (Vidal)
- lDepartment of Orthopaedic Surgery, University of Iowa, Iowa City, IA, USA (Wolf)
| | - Brian R Wolf
- Department of Orthopaedic Surgery, Vanderbilt University Medical Center, Nashville, TN (Kuhn, Sanders, and Wright), bFrondren Orthopaedic Group, Houston TX (Dunn), Orthopedic Institute, Sioux Falls, SD (Baumgarten), Department of Orthopaedics, The Ohio State University, Columbus, OH (Bishop and Jones), Department of Orthopaedic Surgery, Washington University in St. Louis, St. Louis, MO (Brophy and Smith), Department of Orthopaedic Surgery, University of Pennsylvania, Philadelphia, PA (Carey), Knoxville Orthopaedic Clinic, Knoxville, TN (Holloway and Spencer), Department of Orthopaedic Surgery, University of California, San Francisco, San Francisco, CA (Ma), Hospital for Special Surgery, New York, NY (Marx, McCarty, and Poddar)
- jDepartment of Orthopaedic Surgery, University of Colorado Sports Medicine Center, Denver, CO, USA
- kThe Steadman Clinic, Vail, CO, USA (Vidal)
- lDepartment of Orthopaedic Surgery, University of Iowa, Iowa City, IA, USA (Wolf)
| | - Rick W Wright
- Department of Orthopaedic Surgery, Vanderbilt University Medical Center, Nashville, TN (Kuhn, Sanders, and Wright), bFrondren Orthopaedic Group, Houston TX (Dunn), Orthopedic Institute, Sioux Falls, SD (Baumgarten), Department of Orthopaedics, The Ohio State University, Columbus, OH (Bishop and Jones), Department of Orthopaedic Surgery, Washington University in St. Louis, St. Louis, MO (Brophy and Smith), Department of Orthopaedic Surgery, University of Pennsylvania, Philadelphia, PA (Carey), Knoxville Orthopaedic Clinic, Knoxville, TN (Holloway and Spencer), Department of Orthopaedic Surgery, University of California, San Francisco, San Francisco, CA (Ma), Hospital for Special Surgery, New York, NY (Marx, McCarty, and Poddar)
- jDepartment of Orthopaedic Surgery, University of Colorado Sports Medicine Center, Denver, CO, USA
- kThe Steadman Clinic, Vail, CO, USA (Vidal)
- lDepartment of Orthopaedic Surgery, University of Iowa, Iowa City, IA, USA (Wolf)
| |
Collapse
|
4
|
Bi AS, Verma NN. Classifications in Brief: The Ellman and Snyder Classifications of Partial-thickness Rotator Cuff Tears. Clin Orthop Relat Res 2024; 483:00003086-990000000-01778. [PMID: 39866026 PMCID: PMC11827997 DOI: 10.1097/corr.0000000000003297] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/26/2024] [Accepted: 10/08/2024] [Indexed: 01/28/2025]
Affiliation(s)
- Andrew S. Bi
- Department of Orthopedic Surgery, Midwest Orthopaedics at Rush, Chicago, IL, USA
| | - Nikhil N. Verma
- Department of Orthopedic Surgery, Midwest Orthopaedics at Rush, Chicago, IL, USA
| |
Collapse
|
5
|
Garcia MJ, Caro D, Hammerle MV, Villarreal JB, DeAngelis JP, Ramappa AJ, Nazarian A. Disparities in Rotator Cuff Tear Progression Definitions and Rates: A Systematic Review. JB JS Open Access 2024; 9:e24.00097. [PMID: 39440278 PMCID: PMC11495754 DOI: 10.2106/jbjs.oa.24.00097] [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] [Indexed: 10/25/2024] Open
Abstract
Background While rotator cuff tears are prevalent in the general population, the natural history of this disease is unclear. Understanding rotator cuff tear progression is crucial for refining surgical indications and evaluating the necessity of early interventions. This study presents an in-depth analysis of the existing literature on the definitions and progression rates of rotator cuff tears, aiming to enhance clinical decision making and patient outcomes. Methods A systematic literature search was conducted based on Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines, using Medline (PubMed), Embase (Elsevier), and Web of Science databases on January 12, 2023. Articles were identified as relevant to the natural history and progression of asymptomatic and symptomatic partial-thickness (PT) and full-thickness (FT) rotator cuff tears. Those written in English reporting rotator cuff progression rates of tears in adults, based on magnetic resonance imaging (MRI) or ultrasound, were included. After reviewing the articles, the data on the rates of tear progression and associated risk factors were extracted, compiled, and analyzed. The risk of bias was determined using the Newcastle-Ottawa Scale. Results Twenty-one articles met the inclusion criteria, with 1,831 tears included. The progression rate for all partial thickness tears was 26.7% ± 12.8% at an average follow-up of 2.2 ± 0.9 years, with 5 definitions for tear progression. For FT tears, the progression rate was 54.9% ± 18.6% at a follow-up time of 3.0 ± 2.0 years, with 8 definitions for tear enlargement. A significant difference (p < 0.0001) was found between the progression rates of PT and FT tears. Patients who were initially asymptomatic and became symptomatic had higher progression rates (33%-63%) than those who remained asymptomatic (4%-38%). Conclusion Further research would benefit by identifying a clinically relevant and standardized definition of rotator cuff tear progression, to describe the natural history of rotator cuff disease, making results more comparable and optimizing treatment planning. Level of Evidence Level II. See Instructions for Authors for a complete description of levels of evidence.
Collapse
Affiliation(s)
- Mason J. Garcia
- Musculoskeletal Translational Innovation Initiative, Carl J. Shapiro Department of Orthopaedic Surgery, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts
- Department of Mechanical Engineering, Boston University, Boston, Massachusetts
| | - Daniela Caro
- Musculoskeletal Translational Innovation Initiative, Carl J. Shapiro Department of Orthopaedic Surgery, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts
| | - Maria Velasquez Hammerle
- Musculoskeletal Translational Innovation Initiative, Carl J. Shapiro Department of Orthopaedic Surgery, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts
| | - Juan B. Villarreal
- Musculoskeletal Translational Innovation Initiative, Carl J. Shapiro Department of Orthopaedic Surgery, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts
| | - Joseph P. DeAngelis
- Carl J. Shapiro Department of Orthopaedic Surgery, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts
| | - Arun J. Ramappa
- Carl J. Shapiro Department of Orthopaedic Surgery, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts
| | - Ara Nazarian
- Musculoskeletal Translational Innovation Initiative, Carl J. Shapiro Department of Orthopaedic Surgery, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts
- Department of Mechanical Engineering, Boston University, Boston, Massachusetts
- Carl J. Shapiro Department of Orthopaedic Surgery, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts
| |
Collapse
|
6
|
Rosenblum J, Madi R, Lee H, Pei YA, Du S, Farooqi AS, Lee A, Kelly JD. Primary Arthroscopic Repair for Massive Rotator Cuff Tears Results in Good Shoulder Function, Low Pain, and Satisfactory Outcomes at 2-Year Minimum Follow-Up. Arthroscopy 2024; 40:2353-2360. [PMID: 38428700 DOI: 10.1016/j.arthro.2024.02.026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/11/2023] [Revised: 02/03/2024] [Accepted: 02/15/2024] [Indexed: 03/03/2024]
Abstract
PURPOSE To evaluate outcomes of patients who underwent primary arthroscopic repair for massive rotator cuff tears (MRCTs). METHODS Patients with MRCTs (full-thickness tear of 2 or more tendons or full-thickness tear ≥5 cm) who underwent arthroscopic repair with a minimum follow-up of 2 years were retrospectively reviewed (n = 51). All patients had preoperative magnetic resonance imaging used to characterize pattern of tear, degree of fatty degeneration (Goutallier classification), and degree of rotator cuff arthropathy (Hamada classification). Outcomes were determined by American Shoulder and Elbow Surgeons (ASES) scores and Penn Shoulder Scores (PSS). RESULTS A total of 51 patients with a minimum 2.3-year follow-up (mean, 5.4 years; range, 2.3-9.7 years) were included in this study. Mean ASES score was 46.1 ± 7.8 (95% CI, 43.9-48.3) for pain and 39.4 ± 12.1 (95% CI, 36.0-42.8) for function. Total ASES score averaged 85.5 ± 18.4 (95% CI, 80.4-90.7). PSS had a mean pain score of 26.8 ± 4.4 (95% CI, 25.4-28.1), a mean satisfaction score of 7.9 ± 2.9 (95% CI, 7.0-8.2), and a mean function score of 48.5 ± 13.5 (95% CI, 44.7-52.3). Total PSS averaged 83.2 ± 19.6 (95% CI, 77.7-87.7). No correlation was found between Goutallier grade and ASES/PSS scores or between Hamada grade and ASES/PSS scores. Three patients underwent reoperation after primary arthroscopic repair of an MRCT (5.9%). CONCLUSIONS Patients with MRCTs who undergo primary arthroscopic repair have postoperative outcome scores indicative of good shoulder function, low pain, and high satisfaction. The rate of reoperation for individuals who underwent primary arthroscopic repair with MRCTs was low at 6%. LEVEL OF EVIDENCE Level IV, retrospective case series.
Collapse
Affiliation(s)
- Jessica Rosenblum
- Department of Orthopedic Surgery, University of Pennsylvania, Philadelphia, Pennsylvania, U.S.A..
| | - Rashad Madi
- Department of Orthopedic Surgery, University of Pennsylvania, Philadelphia, Pennsylvania, U.S.A
| | - Hannah Lee
- Department of Orthopedic Surgery, University of Pennsylvania, Philadelphia, Pennsylvania, U.S.A
| | - Yixuan Amy Pei
- Department of Orthopedic Surgery, University of Pennsylvania, Philadelphia, Pennsylvania, U.S.A
| | - Steven Du
- Department of Orthopedic Surgery, University of Pennsylvania, Philadelphia, Pennsylvania, U.S.A
| | - Ali S Farooqi
- Department of Orthopedic Surgery, Thomas Jefferson University, Philadelphia, Pennsylvania, U.S.A
| | - Alexander Lee
- Department of Orthopedic Surgery, Ohio State University, Columbus, Ohio, U.S.A
| | - John D Kelly
- Department of Orthopedic Surgery, University of Pennsylvania, Philadelphia, Pennsylvania, U.S.A
| |
Collapse
|
7
|
Kim SH, Yoo HJ, Yoon SH, Kim YT, Park SJ, Chai JW, Oh J, Chae HD. Development of a deep learning-based fully automated segmentation of rotator cuff muscles from clinical MR scans. Acta Radiol 2024; 65:1126-1132. [PMID: 39043149 DOI: 10.1177/02841851241262325] [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] [Indexed: 07/25/2024]
Abstract
BACKGROUND The fatty infiltration and atrophy in the muscle after a rotator cuff (RC) tear are important in surgical decision-making and are linked to poor clinical outcomes after rotator cuff repair. An accurate and reliable quantitative method should be developed to assess the entire RC muscles. PURPOSE To develop a fully automated approach based on a deep neural network to segment RC muscles from clinical magnetic resonance imaging (MRI) scans. MATERIAL AND METHODS In total, 94 shoulder MRI scans (mean age = 62.3 years) were utilized for the training and internal validation datasets, while an additional 20 MRI scans (mean age = 62.6 years) were collected from another institution for external validation. An orthopedic surgeon and a radiologist manually segmented muscles and bones as reference masks. Segmentation performance was evaluated using the Dice score, sensitivities, precision, and percent difference in muscle volume (%). In addition, the segmentation performance was assessed based on sex, age, and the presence of a RC tendon tear. RESULTS The average Dice score, sensitivities, precision, and percentage difference in muscle volume of the developed algorithm were 0.920, 0.933, 0.912, and 4.58%, respectively, in external validation. There was no difference in the prediction of shoulder muscles, with the exception of teres minor, where significant prediction errors were observed (0.831, 0.854, 0.835, and 10.88%, respectively). The segmentation performance of the algorithm was generally unaffected by age, sex, and the presence of RC tears. CONCLUSION We developed a fully automated deep neural network for RC muscle and bone segmentation with excellent performance from clinical MRI scans.
Collapse
Affiliation(s)
- Sae Hoon Kim
- Department of Orthopaedic Surgery, Seoul National University Hospital, Seoul, Republic of Korea
| | - Hye Jin Yoo
- Department of Radiology, Seoul National University Hospital, Seoul, Republic of Korea
- Department of Radiology, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Soon Ho Yoon
- Department of Radiology, Seoul National University Hospital, Seoul, Republic of Korea
- Department of Radiology, Seoul National University College of Medicine, Seoul, Republic of Korea
- MEDICALIP Co. Ltd., Seoul, Republic of Korea
| | - Yong Tae Kim
- Depatment of Orthopaedic Surgery, Hallym University Dongtan Sacred Heart Hospital, Gyeonggi, Republic of Korea
| | - Sang Joon Park
- Department of Radiology, Seoul National University Hospital, Seoul, Republic of Korea
- Department of Radiology, Seoul National University College of Medicine, Seoul, Republic of Korea
- MEDICALIP Co. Ltd., Seoul, Republic of Korea
| | - Jee Won Chai
- Department of Radiology, SMG-SNU Boramae Medical Center, Seoul, Republic of Korea
| | - Jiseon Oh
- Department of Radiology, Seoul National University Hospital, Seoul, Republic of Korea
| | - Hee Dong Chae
- Department of Radiology, Seoul National University Hospital, Seoul, Republic of Korea
- Department of Radiology, Seoul National University College of Medicine, Seoul, Republic of Korea
| |
Collapse
|
8
|
Harly E, Commeil P, Boyer E, Tchikladze C, Demezon H. Quantitative magnetic resonance imaging vs. perioperative arthroscopy to measure stage 1 ruptures of the supraspinatus tendon for surgical planning. J Shoulder Elbow Surg 2024; 33:1955-1961. [PMID: 38430982 DOI: 10.1016/j.jse.2024.01.032] [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: 07/18/2023] [Revised: 01/10/2024] [Accepted: 01/10/2024] [Indexed: 03/05/2024]
Abstract
BACKGROUND Accurate preoperative assessment of supraspinatus tendon tear (STT) size is important for surgical planning. Our aims were to evaluate the correlation between stage 1 STT size measured preoperatively by quantitative magnetic resonance imaging (qMRI) and size measured perioperatively by arthroscopy. The concordance between preoperative tear size and the surgical plan was also assessed. METHODS This prospective, nonrandomized, noncontrolled, interventional study was carried out in patients with a stable stage 1 STT. Three months before surgery, STT size was measured in the sagittal and coronal planes by a radiologist by qMRI (1.5 T). Three months later, the surgeon measured the size of the tear again on the same qMRI scans and decided on the most appropriate surgical plan. During arthroscopy, the surgeon measured the size of the tear again using a graduated sensor hook and carried out the repair. STT size measured preoperatively was compared to that measured by arthroscopy and the concordance between preoperative STT size and the surgical plan was determined. RESULTS Sixty-seven patients were included (mean age: 59.5 ± 8.9 years; 58.2% female). There was good concordance between STT size measured by qMRI vs. arthroscopy in the coronal plane (concordance correlation coefficient = 0.36 [95% confidence interval (CI): 0.16-0.53]; Pearson's correlation coefficient = 0.42 [95% CI: 0.2-0.6]; P = .0004) and in the sagittal plane (concordance correlation coefficient = 0.51 [95% CI: 0.33-0.65]; Pearson's correlation coefficient = 0.57 [95% CI: 0.38-0.71]; P < .0001). Preoperative STT size concurred with the surgical plan in 85% of patients. CONCLUSION There was good concordance between STT size measured by qMRI and that measured perioperatively by arthroscopy. However, preoperative STT size measured by qMRI did not concur with the surgical plan in 15% of patients and in these patients the surgical procedure had to be revised during surgery.
Collapse
Affiliation(s)
- Edouard Harly
- Service orthopédie, Clinique de l'Atlantique, Ramsay Santé, Puilboreau, France
| | - Paul Commeil
- Service orthopédie, CHU de Bordeaux, Hôpital Pellegrin, Service Orthopédie, Bordeaux, France
| | | | | | | |
Collapse
|
9
|
Akhtar M, Razick D, Aamer S, Baig O, Dhaliwal A, Kamran K, Asad S, Shelton T. Forty-One to 75% of Patients Achieve a Patient Acceptable Symptomatic State After Endoscopic Repair of Hip Abductor Tendon Tears: A Systematic Review. Arthroscopy 2024; 40:2292-2306. [PMID: 38185183 DOI: 10.1016/j.arthro.2024.01.001] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/03/2023] [Revised: 12/01/2023] [Accepted: 01/01/2024] [Indexed: 01/09/2024]
Abstract
PURPOSE To systematically review clinical and functional outcomes of endoscopic repairs of hip abductor tendon tears. METHODS A search following guidelines established by the Preferred Reporting Items for Systematic Reviews and Meta-Analyses was performed in the PubMed, Embase, and Cochrane databases using variations of the terms "endoscopy," "gluteus medius," "hip abductor," "outcome," "success," and "failure." Data for patient demographics, tear severity and location, patient-reported outcomes (PROs), clinical benefit, and rates of retears and revision surgery were collected and tabulated. Forest plots depicting preoperative versus postoperative PROs were generated. Quality assessment was performed using the modified Coleman Methodology Score. RESULTS In total, 13 studies, 3 Level III and 10 Level IV, were included in this review, with a total of 272 patients whose ages ranged from 46.0 to 66.9 years and follow-up times from 16.4 to 46.7 months. Most tears were isolated to the gluteus medius, with the number of partial- versus full-thickness tears being similar. Trendelenburg gait, reported by 4 studies, persisted in 0% to 13.6% of patients after repair. Of 9 studies reporting both preoperative and postoperative PROs at latest follow-up, 8 reported significant improvements in all PROs (P < .05). In 5 studies, rates of achieving minimal clinically important difference and patient-acceptable symptomatic state ranged from 50.0% to 93.3% and 40.7% to 75.0%, respectively. Surgical complication rates were 0% in 11 studies and 4.3% and 18.2% in 2 studies. Retear rates were 0% in 10 studies and ranged from 6.7% to 33.3% in 3 studies. Rates of revision due to retear, reported by 12 studies, were 0% in 8 studies and ranged from 2.2% to 13.0% in 4studies. CONCLUSIONS Endoscopic repairs of both partial- and full-thickness hip abductor tendon tears have good-to-excellent PROs and low complication, retear, and revision rates. However, rates of minimal clinically important difference and patient-acceptable symptomatic state achievement rates are highly variable and less than favorable. LEVEL OF EVIDENCE Level IV, systematic review of Level III and IV studies.
Collapse
Affiliation(s)
- Muzammil Akhtar
- California Northstate University College of Medicine, Elk Grove, California, U.S.A..
| | - Daniel Razick
- California Northstate University College of Medicine, Elk Grove, California, U.S.A
| | - Sonia Aamer
- Southern California Orthopedic Institute, Bakersfield California, U.S.A
| | - Osamah Baig
- Lake Erie College of Osteopathic Medicine, Erie, Pennsylvania, U.S.A
| | - Anand Dhaliwal
- California Northstate University College of Medicine, Elk Grove, California, U.S.A
| | - Khizur Kamran
- California Northstate University College of Medicine, Elk Grove, California, U.S.A
| | - Shaheryar Asad
- California Northstate University College of Medicine, Elk Grove, California, U.S.A
| | - Trevor Shelton
- Utah Valley Orthopedics and Sports Medicine, Intermountain Health, Utah, U.S.A
| |
Collapse
|
10
|
Werthel JD, Dufrenot M, Schoch BS, Walch A, Morvan Y, Urvoy M, Walch G, Gauci MO. Are glenoid retroversion, humeral subluxation, and Walch classification associated with a muscle imbalance? J Shoulder Elbow Surg 2024; 33:1493-1502. [PMID: 38242526 DOI: 10.1016/j.jse.2023.11.027] [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: 08/31/2023] [Revised: 11/07/2023] [Accepted: 11/27/2023] [Indexed: 01/21/2024]
Abstract
BACKGROUND The etiology of humeral posterior subluxation remains unknown, and it has been hypothesized that horizontal muscle imbalance could cause this condition. The objective of this study was to compare the ratio of anterior-to-posterior rotator cuff and deltoid muscle volume as a function of humeral subluxation and glenoid morphology when analyzed as a continuous variable in arthritic shoulders. METHODS In total, 333 computed tomography scans of shoulders (273 arthritic shoulders and 60 healthy controls) were included in this study and were segmented automatically. For each muscle, the volume of muscle fibers without intramuscular fat was measured. The ratio between the volume of the subscapularis and the volume of the infraspinatus plus teres minor (AP ratio) and the ratio between the anterior and posterior deltoids (APdeltoid) were calculated. Statistical analyses were performed to determine whether a correlation could be found between these ratios and glenoid version, humeral subluxation, and/or glenoid type per the Walch classification. RESULTS Within the arthritic cohort, no statistically significant difference in the AP ratio was found between type A glenoids (1.09 ± 0.22) and type B glenoids (1.03 ± 0.16, P = .09), type D glenoids (1.12 ± 0.27, P = .77), or type C glenoids (1.10 ± 0.19, P > .999). No correlation was found between the AP ratio and glenoid version (ρ = -0.0360, P = .55) or humeral subluxation (ρ = 0.076, P = .21). The APdeltoid ratio of type A glenoids (0.48 ± 0.15) was significantly greater than that of type B glenoids (0.35 ± 0.16, P < .01) and type C glenoids (0.21 ± 0.10, P < .01) but was not significantly different from that of type D glenoids (0.64 ± 0.34, P > .999). When evaluating both healthy control and arthritic shoulders, moderate correlations were found between the APdeltoid ratio and both glenoid version (ρ = 0.55, P < .01) and humeral subluxation (ρ = -0.61, P < .01). CONCLUSION This in vitro study supports the use of software for fully automated 3-dimensional reconstruction of the 4 rotator cuff muscles and the deltoid. Compared with previous 2-dimensional computed tomography scan studies, our study did not find any correlation between the anteroposterior muscle volume ratio and glenoid parameters in arthritic shoulders. However, once deformity occurred, the observed APdeltoid ratio was lower with type B and C glenoids. These findings suggest that rotator cuff muscle imbalance may not be the precipitating etiology for the posterior humeral subluxation and secondary posterior glenoid erosion characteristic of Walch type B glenoids.
Collapse
Affiliation(s)
| | | | | | | | | | | | - Gilles Walch
- Ramsay Générale de Santé, Centre Orthopédique Santy, Jean Mermoz Private Hospital, Lyon, France
| | - Marc-Olivier Gauci
- Institut Universitaire Locomoteur et du Sport - Centre Hospitalier Universitaire (IULS-CHU) de Nice, Nice, France
| |
Collapse
|
11
|
Takeda Y, Fujii K, Suzue N, Kawasaki Y, Sumitomo J, Nishidono K, Fujii Y, Kano M. A modified Patte classification system for rotator cuff tendon retraction to predict reparability and tendon healing in arthroscopic rotator cuff repair. Knee Surg Sports Traumatol Arthrosc 2024; 32:1579-1590. [PMID: 38545631 DOI: 10.1002/ksa.12162] [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: 12/11/2023] [Revised: 03/09/2024] [Accepted: 03/12/2024] [Indexed: 05/31/2024]
Abstract
PURPOSE The purpose of this study was to propose a modified Patte classification system for tendon retraction, including the cut-off points for predicting reparability and rotator cuff healing after arthroscopic rotator cuff repair (ARCR) and assess its prediction accuracy and measurement reliability. METHODS This retrospective study included 463 consecutive patients scheduled to undergo ARCR for full-thickness supraspinatus tears. Receiver operating characteristic (ROC) curve analysis was used to determine the cut-off points for predicting reparability and tendon healing. The modified Patte classification system, in which these cut-off points were combined with the original Patte classification, classified the tendon retraction as stages I-V. The prediction accuracy of reparability and tendon healing was assessed using the area under the curve (AUC). Measurement reliability was determined using Cohen's κ statistics. RESULTS Of the 402 included patients, 32 rotator cuff tears were irreparable and 71 of the remaining 370 were diagnosed with healing failure. ROC analysis determined the cut-off point of reparability at the medial one-fifth and that of tendon healing at the medial one-third of the humeral head. The AUC of the modified Patte classification for predicting reparability and tendon healing was 0.897 (excellent) and 0.768 (acceptable), respectively. Intra-rater reliability was almost perfect (mean κ value: 0.875), and inter-rater reliability was substantial (0.797). CONCLUSION Diagnostic performance of the modified Patte classification system was excellent for reparability and acceptable for rotator cuff healing, with high measurement reliability. The modified Patte classification system can be easily implemented in clinical practice for planning surgical procedures and counselling patients in the day-by-day clinical work. LEVEL OF EVIDENCE Level III.
Collapse
Affiliation(s)
- Yoshitsugu Takeda
- Department of Orthopaedic Surgery, Tokushima Red Cross Hospital, Komatsushima, Tokushima, Japan
| | - Koji Fujii
- Department of Orthopaedic Surgery, Tokushima Red Cross Hospital, Komatsushima, Tokushima, Japan
| | - Naoto Suzue
- Department of Orthopaedic Surgery, Tokushima Red Cross Hospital, Komatsushima, Tokushima, Japan
| | - Yoshiteru Kawasaki
- Department of Orthopaedic Surgery, Tokushima Red Cross Hospital, Komatsushima, Tokushima, Japan
| | - Junichiro Sumitomo
- Department of Orthopaedic Surgery, Tokushima Red Cross Hospital, Komatsushima, Tokushima, Japan
| | - Keisuke Nishidono
- Department of Orthopaedic Surgery, Tokushima Red Cross Hospital, Komatsushima, Tokushima, Japan
| | - Yugen Fujii
- Department of Orthopaedic Surgery, Tokushima Red Cross Hospital, Komatsushima, Tokushima, Japan
| | - Masashi Kano
- Department of Orthopaedic Surgery, Kito Clinic, Naka, Tokushima, Japan
| |
Collapse
|
12
|
Matsumura N, Kiyota Y, Suzuki T, Iwamoto T, Nozaki T, Jinzaki M, Nakamura M, Nagura T. Quantitative evaluation of natural progression of fatty infiltration and muscle atrophy in chronic rotator cuff tears without tear extension using magnetic resonance imaging. JSES Int 2024; 8:630-637. [PMID: 38707576 PMCID: PMC11064622 DOI: 10.1016/j.jseint.2023.12.005] [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] [Indexed: 05/07/2024] Open
Abstract
Background The pathology of and mechanisms underlying muscle degeneration remain unclear. We aimed to quantitatively evaluate the natural changes in fatty infiltration and muscle atrophy in patients with chronic rotator cuff tears using 3-dimensional 2-point Dixon magnetic resonance imaging. Methods Thirty patients with nonoperatively observed rotator cuff tears without tear extension were evaluated using multiple magnetic resonance imaging examinations with a minimum interval of 2 years. The fatty infiltration ratio (%fat) and muscle volume of the rotator cuff muscles were compared between the 2 examinations in those with supraspinatus (SSP) tear <2 cm (<2 cm SSP group), SSP tear ≥2 cm (≥2 cm SSP group), and massive tear (massive group). The SSP) infraspinatus, and teres minor (ISP + TM), and subscapularis muscles were evaluated. Results The massive group showed a significantly greater %fat than the <2 and ≥2 cm SSP groups in the SSP (P = .002) and ISP + TM muscles (P < .001). The total muscle volume did not differ among the 3 groups for all rotator cuff muscle components. The %fat values did not change in any rotator cuff components during the follow-up period in all groups. The total muscle volume in the massive group significantly decreased in the SSP (P = .018) and ISP + TM muscles (P = .013). Conclusion The present results indicate that fatty infiltration of the torn muscle occurs in the early phase after a rotator cuff tear, whereas muscle atrophy appears to progress gradually in chronic rotator cuff tears. Early intervention before muscle degeneration should be considered if the tear involves the infraspinatus tendon.
Collapse
Affiliation(s)
- Noboru Matsumura
- Department of Orthopedic Surgery, Keio University School of Medicine, Tokyo, Japan
| | - Yasuhiro Kiyota
- Department of Orthopedic Surgery, Keio University School of Medicine, Tokyo, Japan
| | - Taku Suzuki
- Department of Orthopedic Surgery, Keio University School of Medicine, Tokyo, Japan
| | - Takuji Iwamoto
- Department of Orthopedic Surgery, Keio University School of Medicine, Tokyo, Japan
| | - Taiki Nozaki
- Department of Radiology, Keio University School of Medicine, Tokyo, Japan
| | - Masahiro Jinzaki
- Department of Radiology, Keio University School of Medicine, Tokyo, Japan
| | - Masaya Nakamura
- Department of Orthopedic Surgery, Keio University School of Medicine, Tokyo, Japan
| | - Takeo Nagura
- Department of Orthopedic Surgery, Keio University School of Medicine, Tokyo, Japan
| |
Collapse
|
13
|
Chen W, Lim LJR, Lim RQR, Yi Z, Huang J, He J, Yang G, Liu B. Artificial intelligence powered advancements in upper extremity joint MRI: A review. Heliyon 2024; 10:e28731. [PMID: 38596104 PMCID: PMC11002577 DOI: 10.1016/j.heliyon.2024.e28731] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2024] [Revised: 03/21/2024] [Accepted: 03/22/2024] [Indexed: 04/11/2024] Open
Abstract
Magnetic resonance imaging (MRI) is an indispensable medical imaging examination technique in musculoskeletal medicine. Modern MRI techniques achieve superior high-quality multiplanar imaging of soft tissue and skeletal pathologies without the harmful effects of ionizing radiation. Some current limitations of MRI include long acquisition times, artifacts, and noise. In addition, it is often challenging to distinguish abutting or closely applied soft tissue structures with similar signal characteristics. In the past decade, Artificial Intelligence (AI) has been widely employed in musculoskeletal MRI to help reduce the image acquisition time and improve image quality. Apart from being able to reduce medical costs, AI can assist clinicians in diagnosing diseases more accurately. This will effectively help formulate appropriate treatment plans and ultimately improve patient care. This review article intends to summarize AI's current research and application in musculoskeletal MRI, particularly the advancement of DL in identifying the structure and lesions of upper extremity joints in MRI images.
Collapse
Affiliation(s)
- Wei Chen
- Department of Hand Surgery, Beijing Jishuitan Hospital, Capital Medical University, Beijing, China
| | - Lincoln Jian Rong Lim
- Department of Medical Imaging, Western Health, Footscray Hospital, Victoria, Australia
- Department of Surgery, The University of Melbourne, Victoria, Australia
| | - Rebecca Qian Ru Lim
- Department of Hand & Reconstructive Microsurgery, Singapore General Hospital, Singapore
| | - Zhe Yi
- Department of Hand Surgery, Beijing Jishuitan Hospital, Capital Medical University, Beijing, China
| | - Jiaxing Huang
- Institute of Automation, Chinese Academy of Sciences, Beijing, China
- School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, China
| | - Jia He
- Institute of Automation, Chinese Academy of Sciences, Beijing, China
- School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, China
| | - Ge Yang
- Institute of Automation, Chinese Academy of Sciences, Beijing, China
- School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, China
| | - Bo Liu
- Department of Hand Surgery, Beijing Jishuitan Hospital, Capital Medical University, Beijing, China
| |
Collapse
|
14
|
de Marinis R, Marigi EM, Atwan Y, Velasquez Garcia A, Morrey ME, Sanchez-Sotelo J. Lower Trapezius Transfer Improves Clinical Outcomes With a Rate of Complications and Reoperations Comparable to Other Surgical Alternatives in Patients with Functionally Irreparable Rotator Cuff Tears: A Systematic Review. Arthroscopy 2024; 40:950-959. [PMID: 37394146 DOI: 10.1016/j.arthro.2023.06.029] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/27/2023] [Revised: 05/12/2023] [Accepted: 06/16/2023] [Indexed: 07/04/2023]
Abstract
PURPOSE To analyze the clinical outcomes of lower trapezius transfer (LTT) for patients with functionally irreparable rotator cuff tears (FIRCT) and summarize the available literature regarding complications and reoperations. METHODS After registration in the International prospective register of systematic reviews (PROSPERO [CRD42022359277]), a systematic review following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines was performed. Inclusion criteria were English, full-length, peer-reviewed publications with a level of evidence IV or higher reporting on clinical outcomes of LTT for FIRCT. Ovid MEDLINE, Embase, Cochrane Central Register of Controlled Trials, Cochrane Database of Systematic Reviews, and Scopus via Elsevier databases were searched. Clinical data, complications and revisions were systematically recorded. RESULTS Seven studies with 159 patients were identified. The mean age range was 52 to 63 years, 70.4% of the patients included were male, and the mean follow-up time ranged between 14 and 47 months. At final follow-up, LTT lead to improvements in range of motion, with reported forward elevation (FE) and external rotation (ER) mean gains of 10° to 66° and 11° to 63°, respectively. ER lag was present before surgery in 78 patients and was reversed after LTT in all shoulders. Patient-reported outcomes were improved at final follow-up, including the American Shoulder and Elbow Society score, Shoulder Subjective Value and Visual Analogue Scale. The overall complication rate was 17.6%, and the most reported complication was posterior harvest site seroma/hematoma (6.3%). The most common reoperation was conversion to reverse shoulder arthroplasty (5%) with an overall reoperation rate of 7.5%. CONCLUSIONS Lower trapezius transfer improves clinical outcomes in patients with irreparable rotator cuff tears with a rate of complications and reoperations comparable to other surgical alternatives in this group of patients. Increases in forward flexion and ER are to be expected, as well as a reversal of ER lag sign when present before surgery. LEVEL OF EVIDENCE Level IV, systematic review of Level III-IV studies.
Collapse
Affiliation(s)
- Rodrigo de Marinis
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, U.S.A.; Department of Orthopedic Surgery, Pontificia Universidad Católica de Chile, Santiago, Chile; Shoulder and Elbow Unit, Hospital Dr. Sótero del Rio, Santiago, Chile
| | - Erick M Marigi
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, U.S.A
| | - Yousif Atwan
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, U.S.A
| | - Ausberto Velasquez Garcia
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, U.S.A.; Clinica Universidad de los Andes, Department of Orthopedic Surgery, Santiago, Chile
| | - Mark E Morrey
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, U.S.A
| | | |
Collapse
|
15
|
Adriani M, Saccomanno MF, Motta M, Galli S, Milano G. Reliability of Magnetic Resonance Imaging Criteria for the Preoperative Assessment of Rotator Cuff Tears: A Systematic Review. Am J Sports Med 2024; 52:845-858. [PMID: 37183988 DOI: 10.1177/03635465231166077] [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] [Indexed: 05/16/2023]
Abstract
BACKGROUND Magnetic resonance (MR) imaging is the most common modality for assessment of the rotator cuff before and after surgery. Several classifications have been described aiming to define main tear characteristics. However, there is still confusion when it comes to the reliability of those classifications. PURPOSE (1) To identify all MR classifications available in the literature for preoperative assessment of rotator cuff tears, (2) to summarize available data on the reliability of identified classifications, and (3) to assess the methodological quality of reliability studies. STUDY DESIGN Systematic review; Level of evidence, 4. METHODS This systematic review was conducted following the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines. All studies reporting MR assessment in patients with a superior or posterosuperior rotator cuff tear were included. After identification of the available MR criteria, reliability studies were analyzed. Descriptive statistics were used to summarize findings. Methodological quality was assessed using the Quality Appraisal of Reliability Studies checklist. RESULTS A total of 75 studies were included in this review. Eight categories of outcomes could be identified. Of the total, 62 studies reported interobserver reliability whereas 32 reported intraobserver reliability of some of the identified criteria. Each category reflected a variety of reliability, ranging from poor to excellent agreement. MR proved to be a reliable imaging modality to detect the structural integrity of the posterosuperior cuff, especially in cases of full-thickness tear; it was also reliable in terms of tear width and length and muscle atrophy based on a tangent sign or Thomazeau classification. All other classifications did not prove acceptable reliability. Methodological quality was high for 23 articles and moderate for 14. CONCLUSION Preoperative MR is a reliable imaging modality to identify full-thickness tears, measure tear size and morphology, and identify muscle atrophy with tangent sign or Thomazeau classification. All other outcomes and classifications did not show acceptable reliability; therefore, caution is needed when using them for preoperative evaluation of a rotator cuff tear.
Collapse
Affiliation(s)
- Marco Adriani
- Department of Medical and Surgical Specialties, Radiological Sciences, and Public Health, University of Brescia, Brescia, Italy
| | - Maristella Francesca Saccomanno
- Department of Medical and Surgical Specialties, Radiological Sciences, and Public Health, University of Brescia, Brescia, Italy
- Department of Bone and Joint Surgery, Spedali Civili, Brescia, Italy
| | - Marcello Motta
- Department of Medical and Surgical Specialties, Radiological Sciences, and Public Health, University of Brescia, Brescia, Italy
| | - Stefano Galli
- Department of Bone and Joint Surgery, Spedali Civili, Brescia, Italy
| | - Giuseppe Milano
- Department of Medical and Surgical Specialties, Radiological Sciences, and Public Health, University of Brescia, Brescia, Italy
- Department of Bone and Joint Surgery, Spedali Civili, Brescia, Italy
| |
Collapse
|
16
|
Oh J, Yoo HJ, Chae HD, Choi JY, Hong SH. Fat quantification of the rotator cuff muscles using CT histogram analysis in comparison with Dixon MRI sequence. Br J Radiol 2023; 96:20220817. [PMID: 37660371 PMCID: PMC10546432 DOI: 10.1259/bjr.20220817] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2022] [Revised: 07/07/2023] [Accepted: 07/17/2023] [Indexed: 09/05/2023] Open
Abstract
OBJECTIVES To quantify the proportion of fat within the rotator cuff muscles using CT histogram analysis (HA) and to compare fat fraction (FF) values obtained from CT and T2*-corrected 6-echo three-dimensional gradient-echo Dixon sequences. METHODS Twenty-six patients who underwent both shoulder CT and MRI were enrolled. The FF of rotator cuff muscles was measured on FF maps of the Dixon technique. Using CT, the FF values were obtained in two ways: 1) CT mean Hounsfield Unit (HU) measurement-based fat quantification using subcutaneous fat and the teres major muscle as internal standards; and 2) CT HA-based fat quantification in which pixels from -190 to -30 HU were arbitrarily classified as fat, and those from -30 to 150 HU as muscle. Afterward, the relationship between FF values from MRI (FF-MR), CT mean HU-based analysis (FF-HU), and CT HA (FF-HA) was assessed. RESULTS There were strong positive correlations (p < 0.001) between FF-MR and FF-HA, which were higher when compared with FF-HU (r = 0.90 vs. 0.77 for total). For a total of 104 rotator cuff muscles, the intraclass correlation between FF-MR and FF-HA was excellent (ICC, 0.90), which was higher than that between FF-MR and FF-HU (ICC, 0.76). The ICCs showed excellent interobserver agreement between FF-MR, FF-HU, and FF-HA (ICCs, 0.93-0.96). CONCLUSIONS Fat quantification within the rotator cuff muscles using CT HA is both feasible and reliable. ADVANCES IN KNOWLEDGE CT HA provides reliable quantification of intramuscular fat and has strengths regarding its retrospective applicability to conventional CT studies without additional radiation dose to subjecting patients.
Collapse
Affiliation(s)
- Jiseon Oh
- Department of Radiology, Seoul National University Hospital, Seoul, South Korea
| | | | | | | | | |
Collapse
|
17
|
Lin DJ, Schwier M, Geiger B, Raithel E, von Busch H, Fritz J, Kline M, Brooks M, Dunham K, Shukla M, Alaia EF, Samim M, Joshi V, Walter WR, Ellermann JM, Ilaslan H, Rubin D, Winalski CS, Recht MP. Deep Learning Diagnosis and Classification of Rotator Cuff Tears on Shoulder MRI. Invest Radiol 2023; 58:405-412. [PMID: 36728041 DOI: 10.1097/rli.0000000000000951] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
BACKGROUND Detection of rotator cuff tears, a common cause of shoulder disability, can be time-consuming and subject to reader variability. Deep learning (DL) has the potential to increase radiologist accuracy and consistency. PURPOSE The aim of this study was to develop a prototype DL model for detection and classification of rotator cuff tears on shoulder magnetic resonance imaging into no tear, partial-thickness tear, or full-thickness tear. MATERIALS AND METHODS This Health Insurance Portability and Accountability Act-compliant, institutional review board-approved study included a total of 11,925 noncontrast shoulder magnetic resonance imaging scans from 2 institutions, with 11,405 for development and 520 dedicated for final testing. A DL ensemble algorithm was developed that used 4 series as input from each examination: fluid-sensitive sequences in 3 planes and a sagittal oblique T1-weighted sequence. Radiology reports served as ground truth for training with categories of no tear, partial tear, or full-thickness tear. A multireader study was conducted for the test set ground truth, which was determined by the majority vote of 3 readers per case. The ensemble comprised 4 parallel 3D ResNet50 convolutional neural network architectures trained via transfer learning and then adapted to the targeted domain. The final tear-type prediction was determined as the class with the highest probability, after averaging the class probabilities of the 4 individual models. RESULTS The AUC overall for supraspinatus, infraspinatus, and subscapularis tendon tears was 0.93, 0.89, and 0.90, respectively. The model performed best for full-thickness supraspinatus, infraspinatus, and subscapularis tears with AUCs of 0.98, 0.99, and 0.95, respectively. Multisequence input demonstrated higher AUCs than single-sequence input for infraspinatus and subscapularis tendon tears, whereas coronal oblique fluid-sensitive and multisequence input showed similar AUCs for supraspinatus tendon tears. Model accuracy for tear types and overall accuracy were similar to that of the clinical readers. CONCLUSIONS Deep learning diagnosis of rotator cuff tears is feasible with excellent diagnostic performance, particularly for full-thickness tears, with model accuracy similar to subspecialty-trained musculoskeletal radiologists.
Collapse
Affiliation(s)
- Dana J Lin
- From the Department of Radiology, NYU Grossman School of Medicine, New York, NY
| | | | | | | | | | - Jan Fritz
- From the Department of Radiology, NYU Grossman School of Medicine, New York, NY
| | - Mitchell Kline
- From the Department of Radiology, NYU Grossman School of Medicine, New York, NY
| | - Michael Brooks
- From the Department of Radiology, NYU Grossman School of Medicine, New York, NY
| | - Kevin Dunham
- From the Department of Radiology, NYU Grossman School of Medicine, New York, NY
| | - Mehool Shukla
- From the Department of Radiology, NYU Grossman School of Medicine, New York, NY
| | - Erin F Alaia
- From the Department of Radiology, NYU Grossman School of Medicine, New York, NY
| | - Mohammad Samim
- From the Department of Radiology, NYU Grossman School of Medicine, New York, NY
| | - Vivek Joshi
- From the Department of Radiology, NYU Grossman School of Medicine, New York, NY
| | - William R Walter
- From the Department of Radiology, NYU Grossman School of Medicine, New York, NY
| | - Jutta M Ellermann
- Department of Radiology, Center for Magnetic Resonance Research, University of Minnesota, Minneapolis, MN
| | | | | | | | - Michael P Recht
- From the Department of Radiology, NYU Grossman School of Medicine, New York, NY
| |
Collapse
|
18
|
Lawrence RL, Veluswamy B, Dobben EA, Klochko CL, Soliman SB. Predictors of infraspinatus muscle degeneration in individuals with an isolated supraspinatus tendon tear. Skeletal Radiol 2023; 52:695-703. [PMID: 36195776 PMCID: PMC10332804 DOI: 10.1007/s00256-022-04201-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/03/2022] [Revised: 09/28/2022] [Accepted: 09/28/2022] [Indexed: 02/02/2023]
Abstract
OBJECTIVE Determine the demographic and clinical factors that predict infraspinatus muscle degeneration in individuals with an isolated supraspinatus tendon tear. MATERIALS AND METHODS A retrospective analysis was performed using the medical records of patients who had a shoulder MRI interpreted by 1 of 3 fellowship-trained musculoskeletal radiologists since the implementation of a standardized MRI 3 T protocol within our healthcare system. Demographic (e.g., age, sex) and clinical data (e.g., tear size, muscle degeneration, co-morbidities) were collected. Patients with an isolated supraspinatus tendon tear (n = 121) were assigned to one of two groups based on whether any infraspinatus muscle degeneration was present. Logistic regression was used to assess the univariate relationships between infraspinatus muscle degeneration and patient and clinical data, while least absolute shrinkage and selector operator (LASSO) logistic regression was used to assess the multivariable relationship. RESULTS Of the patients with an isolated supraspinatus tendon tear, 16.5% had evidence of infraspinatus muscle degeneration. The presence of infraspinatus muscle degeneration was independently associated with cardiovascular disease (P = 0.01), supraspinatus muscle degeneration (P < 0.01), and subscapularis muscle degeneration (P = 0.01). When the multivariable relationship is assessed, supraspinatus muscle degeneration emerged as the only variable of significant importance for detecting infraspinatus muscle degeneration (specificity: 87.1%, sensitivity: 80.0%). CONCLUSION Infraspinatus muscle degeneration is not uncommon in individuals with an isolated supraspinatus tear and is most associated with concomitant supraspinatus muscle degeneration. These findings highlight the need for clinicians to specifically assess the status of each rotator cuff muscle, even when the tendon itself is intact.
Collapse
Affiliation(s)
- Rebekah L Lawrence
- Division of Orthopedic Surgery, Department of Orthopedics, Henry Ford Hospital, Detroit, MI, USA
- Program in Physical Therapy, Washington University School of Medicine, St. Louis, MO, USA
| | - Balaji Veluswamy
- Division of Musculoskeletal Radiology, Department of Radiology, Henry Ford Hospital, Detroit, MI, USA
| | - Elizabeth A Dobben
- Division of Musculoskeletal Radiology, Department of Radiology, Henry Ford Hospital, Detroit, MI, USA
| | - Chad L Klochko
- Division of Musculoskeletal Radiology, Department of Radiology, Henry Ford Hospital, Detroit, MI, USA
| | - Steven B Soliman
- Division of Musculoskeletal Radiology, Department of Radiology, Henry Ford Hospital, Detroit, MI, USA.
| |
Collapse
|
19
|
Longo UG, Mazzola A, Magrì F, Catapano S, De Salvatore S, Carotti S, Denaro V. Histological, radiological and clinical analysis of the supraspinatus tendon and muscle in rotator cuff tears. BMC Musculoskelet Disord 2023; 24:127. [PMID: 36797741 PMCID: PMC9933395 DOI: 10.1186/s12891-023-06237-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/26/2022] [Accepted: 02/09/2023] [Indexed: 02/18/2023] Open
Abstract
BACKGROUND Macroscopic alterations of the affected rotator cuff (RC) are undoubtedly linked to microscopic changes, but they may underestimate the actual degree of the disease. Moreover, it remains unclear whether preoperative structural RC changes may alter clinical outcomes. METHODS Supraspinatus tendon and muscle samples were collected from 47 patients undergoing RC surgery. Tendons were evaluated histologically according to the Bonar score; fatty infiltration and muscle atrophy were quantified using a software for biomedical image analysis (ImageJ) in percentage of area affected in the observed muscle section. Preoperative shoulder ROM and pain were evaluated. Radiological muscle atrophy was evaluated with the Tangent Sign and Occupation Ratio; fatty infiltration was assessed according to the Goutallier classification. Correlations between histological, radiological and clinical outcomes were assessed. Statistics were performed using the Spearman correlation coefficient. Intraobserver and interobserver agreement was calculated. RESULTS Histopathologic fatty infiltration (r = 0.007, p = 0.962), muscle atrophy (r = 0.003, p = 0.984) and the total Bonar score (r = 0.157, p = 0.292) were not correlated to preoperative shoulder pain. Muscle atrophy showed a significant but weak negative correlation with the preoperative movement of abduction (r = -0.344, p = 0.018). A significant but weak positive correlation was found between muscle atrophy and the total Bonar score (r = 0.352, p = 0.015). No correlation between histological and radiological evaluation was found for both fatty infiltration (r = 0.099, p = 0.510) and muscle atrophy (Tangent Sign: r = -0.223, p = 0.131; Occupation Ratio: r = -0.148, p = 0.319). Our histological evaluation showed a modal value of 3 (out of 3) for fatty infiltration and an equal modal value of 2 and 3 (out of 3) for muscle atrophy. In contrast, the modal value of the Goutallier score was 1 (out of 4) and 28 patients out of 47 showed a negative Tangent sign. At histology, intraobserver agreement ranged from 0.59 to 0.81 and interobserver agreement from 0.57 to 0.64. On the MRI intraobserver agreement ranged from 0.57 to 0.71 and interobserver agreement ranged from 0.53 to 0.65. CONCLUSIONS Microscopic muscle atrophy appeared to negatively correlate with the movement of abduction leading to functional impairment. Shoulder pain did not show any relationship with microscopic changes. Radiological evaluation of the supraspinatus muscle alterations seemed to underestimate the degree of the same abnormalities evaluated at histology.
Collapse
Affiliation(s)
- Umile Giuseppe Longo
- Research Unit of Orthopaedic and Trauma Surgery, Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200 - 00128, Roma, Italy. .,Research Unit of Orthopaedic and Trauma Surgery, Department of Medicine and Surgery, Università Campus Bio-Medico Di Roma, Via Alvaro del Portillo, 21 - 00128, Roma, Italy.
| | - Alessandro Mazzola
- grid.488514.40000000417684285Research Unit of Orthopaedic and Trauma Surgery, Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200 - 00128 Roma, Italy ,grid.9657.d0000 0004 1757 5329Research Unit of Orthopaedic and Trauma Surgery, Department of Medicine and Surgery, Università Campus Bio-Medico Di Roma, Via Alvaro del Portillo, 21 - 00128 Roma, Italy
| | - Francesco Magrì
- grid.488514.40000000417684285Research Unit of Orthopaedic and Trauma Surgery, Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200 - 00128 Roma, Italy ,grid.9657.d0000 0004 1757 5329Research Unit of Orthopaedic and Trauma Surgery, Department of Medicine and Surgery, Università Campus Bio-Medico Di Roma, Via Alvaro del Portillo, 21 - 00128 Roma, Italy
| | - Simone Catapano
- grid.488514.40000000417684285Research Unit of Orthopaedic and Trauma Surgery, Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200 - 00128 Roma, Italy ,grid.9657.d0000 0004 1757 5329Research Unit of Orthopaedic and Trauma Surgery, Department of Medicine and Surgery, Università Campus Bio-Medico Di Roma, Via Alvaro del Portillo, 21 - 00128 Roma, Italy
| | - Sergio De Salvatore
- grid.488514.40000000417684285Research Unit of Orthopaedic and Trauma Surgery, Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200 - 00128 Roma, Italy ,grid.9657.d0000 0004 1757 5329Research Unit of Orthopaedic and Trauma Surgery, Department of Medicine and Surgery, Università Campus Bio-Medico Di Roma, Via Alvaro del Portillo, 21 - 00128 Roma, Italy
| | - Simone Carotti
- grid.9657.d0000 0004 1757 5329Unit of Microscopic and Ultrastructural Anatomy, University Campus Bio-Medico, Rome, Italy
| | - Vincenzo Denaro
- grid.488514.40000000417684285Research Unit of Orthopaedic and Trauma Surgery, Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200 - 00128 Roma, Italy ,grid.9657.d0000 0004 1757 5329Research Unit of Orthopaedic and Trauma Surgery, Department of Medicine and Surgery, Università Campus Bio-Medico Di Roma, Via Alvaro del Portillo, 21 - 00128 Roma, Italy
| |
Collapse
|
20
|
Rau A, Jungmann PM, Diallo TD, Reisert M, Kellner E, Eisenblaetter M, Bamberg F, Jung M. Application of diffusion microstructure imaging in musculoskeletal radiology - translation from head to shoulders. Eur Radiol 2023; 33:1565-1574. [PMID: 36307552 PMCID: PMC9935724 DOI: 10.1007/s00330-022-09202-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2022] [Revised: 09/14/2022] [Accepted: 09/25/2022] [Indexed: 11/25/2022]
Abstract
OBJECTIVES Quantitative MRI techniques, such as diffusion microstructure imaging (DMI), are increasingly applied for advanced tissue characterization. We determined its value in rotator cuff (RC) muscle imaging by studying the association of DMI parameters to isometric strength and fat fraction (FF). METHODS Healthy individuals prospectively underwent 3T-MRI of the shoulder using DMI and chemical shift encoding-based water-fat imaging. RC muscles were segmented and quantitative MRI metrics (V-ISO, free fluid; V-intra, compartment inside of muscle fibers; V-extra, compartment outside of muscle fibers, and FF) were extracted. Isometric shoulder strength was quantified using specific clinical tests. Sex-related differences were assessed with Student's t. Association of DMI-metrics, FF, and strength was tested. A factorial two-way ANOVA was performed to compare the main effects of sex and external/internal strength-ratio and their interaction effects on quantitative imaging parameters ratios of infraspinatus/subscapularis. RESULTS Among 22 participants (mean age: 26.7 ± 3.1 years, 50% female, mean BMI: 22.6 ± 1.9 kg/m2), FF of the individual RC muscles did not correlate with strength or DMI parameters (all p > 0.05). Subjects with higher V-intra (r = 0.57 to 0.87, p < 0.01) and lower V-ISO (r = -0.6 to -0.88, p < 0.01) had higher internal and external rotation strength. Moreover, V-intra was higher and V-ISO was lower in all RC muscles in males compared to female subjects (all p < 0.01). There was a sex-independent association of external/internal strength-ratio with the ratio of V-extra of infraspinatus/subscapularis (p = 0.02). CONCLUSIONS Quantitative DMI parameters may provide incremental information about muscular function and microstructure in young athletes and may serve as a potential biomarker. KEY POINTS • Diffusion microstructure imaging was successfully applied to non-invasively assess the microstructure of rotator cuff muscles in healthy volunteers. • Sex-related differences in the microstructural composition of the rotator cuff were observed. • Muscular microstructural metrics correlated with rotator cuff strength and may serve as an imaging biomarker of muscular integrity and function.
Collapse
Affiliation(s)
- Alexander Rau
- Department of Diagnostic and Interventional Radiology, Medical Center, University of Freiburg, Faculty of Medicine, University of Freiburg, Breisacher Str. 64, 79106, Freiburg, Germany.
- Department of Neuroradiology, Medical Center, University of Freiburg, Faculty of Medicine, University of Freiburg, 79106, Freiburg, Germany.
| | - Pia M Jungmann
- Department of Diagnostic and Interventional Radiology, Medical Center, University of Freiburg, Faculty of Medicine, University of Freiburg, Breisacher Str. 64, 79106, Freiburg, Germany
| | - Thierno D Diallo
- Department of Diagnostic and Interventional Radiology, Medical Center, University of Freiburg, Faculty of Medicine, University of Freiburg, Breisacher Str. 64, 79106, Freiburg, Germany
| | - Marco Reisert
- Medical Physics, Department of Diagnostic and Interventional Radiology, Medical Center, University of Freiburg, Faculty of Medicine, University of Freiburg, 79106, Freiburg, Germany
- Department of Stereotactic and Functional Neurosurgery, Medical Center, University of Freiburg, Faculty of Medicine, University of Freiburg, 79106, Freiburg, Germany
| | - Elias Kellner
- Medical Physics, Department of Diagnostic and Interventional Radiology, Medical Center, University of Freiburg, Faculty of Medicine, University of Freiburg, 79106, Freiburg, Germany
| | - Michel Eisenblaetter
- Department of Diagnostic and Interventional Radiology, Medical Center, University of Freiburg, Faculty of Medicine, University of Freiburg, Breisacher Str. 64, 79106, Freiburg, Germany
| | - Fabian Bamberg
- Department of Diagnostic and Interventional Radiology, Medical Center, University of Freiburg, Faculty of Medicine, University of Freiburg, Breisacher Str. 64, 79106, Freiburg, Germany
| | - Matthias Jung
- Department of Diagnostic and Interventional Radiology, Medical Center, University of Freiburg, Faculty of Medicine, University of Freiburg, Breisacher Str. 64, 79106, Freiburg, Germany
| |
Collapse
|
21
|
Kim H, Shin K, Kim H, Lee ES, Chung SW, Koh KH, Kim N. Can deep learning reduce the time and effort required for manual segmentation in 3D reconstruction of MRI in rotator cuff tears? PLoS One 2022; 17:e0274075. [PMID: 36215291 PMCID: PMC9550047 DOI: 10.1371/journal.pone.0274075] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2021] [Accepted: 08/22/2022] [Indexed: 11/07/2022] Open
Abstract
Background/Purpose The use of MRI as a diagnostic tool has gained popularity in the field of orthopedics. Although 3-dimensional (3D) MRI offers more intuitive visualization and can better facilitate treatment planning than 2-dimensional (2D) MRI, manual segmentation for 3D visualization is time-consuming and lacks reproducibility. Recent advancements in deep learning may provide a solution to this problem through the process of automatic segmentation. The purpose of this study was to develop automated semantic segmentation on 2D MRI images of rotator cuff tears by using a convolutional neural network to visualize 3D models of related anatomic structures. Methods MRI scans from 56 patients with rotator cuff tears (T2 Linear Coronal MRI; 3.0T, 512 mm × 512 mm, and 2.5-mm slice thickness) were collected. Segmentation masks for the cuff tendon, muscle, bone, and cartilage were obtained by four orthopedic shoulder surgeons, and these data were revised by a shoulder surgeon with more than 20 years’ experience. We performed 2D and 3D segmentation using nnU-Net with secondary labels for reducing false positives. Final validation was performed in an external T2 MRI dataset (10 cases) acquired from other institutions. The Dice Similarity Coefficient (DSC) was used to validate segmentation quality. Results The use of 3D nnU-Net with secondary labels to reduce false positives achieved satisfactory results, even with a limited amount of data. The DSCs (mean ± SD) of the cuff tendon, muscle, bone, and cartilage in the internal test set were 80.7% ± 9.7%, 85.8% ± 8.6%, 97.8% ± 0.6%, and 80.8% ± 15.1%, respectively. In external validation, the DSC of the tendon segmentation was 82.74±5.2%. Conclusion Automated segmentation using 3D U-Net produced acceptable accuracy and reproducibility. This method could provide rapid, intuitive visualization that can significantly facilitate the diagnosis and treatment planning in patients with rotator cuff tears.
Collapse
Affiliation(s)
- Hyojune Kim
- Department of Orthopedic Surgery, Daejeon Eulji Medical Center, Eulji University School of Medicine, Daejeon, Republic of Korea
| | - Keewon Shin
- Department of Convergence Medicine, Asan Medical Institute of Convergence Science and Technology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Hoyeon Kim
- Department of Orthopedic Surgery, Asan Medical Center, College of Medicine, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Eui-sup Lee
- Department of Orthopedic Surgery, Asan Medical Center, College of Medicine, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Seok Won Chung
- Department of Orthopaedic Surgery, Konkuk University School of Medicine, Seoul, Republic of Korea
| | - Kyoung Hwan Koh
- Department of Orthopedic Surgery, Asan Medical Center, College of Medicine, University of Ulsan College of Medicine, Seoul, Republic of Korea
- * E-mail: (KHK); (NK)
| | - Namkug Kim
- Department of Convergence Medicine, Asan Medical Institute of Convergence Science and Technology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
- * E-mail: (KHK); (NK)
| |
Collapse
|
22
|
Ma J, Sahoo S, Imrey PB, Jin Y, Baker AR, Entezari V, Ho JC, Schickendantz MS, Farrow LD, Serna A, Iannotti JP, Ricchetti ET, Polster JM, Winalski CS, Derwin KA. Agreement between intraoperative and MRI assessments of rotator cuff pathology and two MRI-based assessments of supraspinatus muscle atrophy. JSES Int 2022; 6:948-956. [PMID: 36353424 PMCID: PMC9637799 DOI: 10.1016/j.jseint.2022.08.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Abstract
Background Magnetic resonance imaging (MRI)-based rotator cuff assessment is often qualitative and subjective; few studies have tried to validate such preoperative assessments. This study investigates relationships of preoperative MRI assessments made by conventional approaches to intraoperative findings of tear type, location, and size or MRI-assessed muscle occupation ratio. Methods Intraoperatively, surgeons assessed tear type, location, anterior-posterior (AP) width, and medial-lateral length in 102 rotator cuff repair patients. Two musculoskeletal radiologists independently assessed the preoperative MRI scans for these same parameters and supraspinatus muscle atrophy by both Warner classification and quantitative occupation ratio. Exact agreement proportions, kappa statistics, and correlation coefficients were used to quantify agreement relationships. Results Agreement between MRI readers’ and surgeons’ observations of tear status averaged 93% with κ = 0.38, and that of tear location averaged 77% with κ = 0.50. Concordance correlations of MRI and intraoperative measures of anterior-posterior and medial-lateral tear length averaged 0.59 and 0.56 across readers, respectively. Despite excellent interrater agreement on Warner classification (exact agreement proportion 0.91) and occupation ratio (concordance correlation 0.93) separately, correlations between these 2 measures were −0.54 and −0.64 for the 2 readers, respectively. Patients with Warner grade 0 had occupation ratios ranging from 0.5 to 1.5. Conclusion Correlations of preoperative MRI tear dimensions and muscle atrophy assessed by conventional approaches with intraoperatively measured tear dimensions and quantitative occupation ratio, respectively, were only fair. Since tear size and muscle atrophy are known strong predictors of outcomes following rotator cuff repair that may influence treatment decisions, surgeons need to be aware of the limitations of MRI methods. Continued development and validation of quantitative preoperative imaging methods to accurately assess these parameters are needed to improve surgical planning and prognosis.
Collapse
|
23
|
Obama Y, Ohno Y, Yamamoto K, Ikedo M, Yui M, Hanamatsu S, Ueda T, Ikeda H, Murayama K, Toyama H. MR imaging for shoulder diseases: Effect of compressed sensing and deep learning reconstruction on examination time and imaging quality compared with that of parallel imaging. Magn Reson Imaging 2022; 94:56-63. [DOI: 10.1016/j.mri.2022.08.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2022] [Revised: 07/03/2022] [Accepted: 08/02/2022] [Indexed: 11/29/2022]
|
24
|
Ruderman L, Leinroth A, Rueckert H, Tabarestani T, Baker R, Levin J, Cook CE, Klifto CS, Hilton MJ, Anakwenze O. Histologic Differences in Human Rotator Cuff Muscle Based on Tear Characteristics. J Bone Joint Surg Am 2022; 104:1148-1156. [PMID: 35776739 PMCID: PMC10771098 DOI: 10.2106/jbjs.21.01304] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
BACKGROUND Fatty accumulation in the rotator cuff is associated with shoulder dysfunction and a risk of failure of rotator cuff repair. The aims of this study were to (1) describe cellular findings in rotator cuff muscles in patients presenting with varying degrees of rotator cuff tendon pathology by examining fat content and myofiber cross-sectional area of rotator cuff muscles and (2) correlate histologic features to magnetic resonance imaging (MRI) grades derived with the Goutallier classification. METHODS Rotator cuff muscle biopsies were performed in a consecutive series of patients undergoing arthroscopic shoulder surgery. Rotator cuffs were graded according to the Goutallier classification and labeled as either partial-thickness or full-thickness. Patients without a rotator cuff tear undergoing arthroscopic surgery served as controls. The biopsy specimens were examined using LipidTOX to visualize lipid accumulation. Laminin was used to quantify myofiber cross-sectional area. RESULTS Twenty-seven patients with a rotator cuff tear and 12 without a tear (controls) were included. There were 24 males (62%). The mean age was 55 years. Patients in the control cohort were younger (mean, 46 years) than those in the treatment group (mean, 60 years, p < 0.01). Within the treatment group, 12 and 15 patients were recorded as having partial and full-thickness rotator cuff tears, respectively. Lipid accumulation visualized at the cellular level was fairly-to-moderately correlated with the Goutallier classification on MRI (R s = 0.705, 95% confidence interval [CI] = 0.513, 0.829). Muscle biopsy specimens with a Goutallier grade of 2+ had significantly more lipid accumulation than those with grade-0 (p < 0.01) or grade-1 (p < 0.01) fatty accumulation. Muscle biopsies at the sites of full-thickness tears showed significantly greater lipid accumulation than those associated with either partial (p < 0.01) or no (p < 0.01) tears. Partial-thickness rotator cuff tears had no difference in lipid accumulation in comparison to the control group. Muscle biopsy specimens from full-thickness tears had significantly smaller myofiber cross-sectional area when compared with partial-thickness tears (p = 0.02) and controls (p < 0.01). CONCLUSIONS Cellular lipid accumulation correlates with the MRI Goutallier grade of fatty accumulation, thus verifying the Goutallier classification at the cellular level. Muscle biopsy specimens from partial-thickness tears are more similar to controls than to those from full-thickness tears, whereas full-thickness tears of all sizes showed significantly greater lipid content and smaller myofiber cross-sectional area compared with partial-thickness tears and controls. CLINICAL RELEVANCE Our research confirms the utility of using the Goutallier classification to predict rotator cuff muscle quality and shows that tendon attachment, even if partially torn, protects the muscle from fatty accumulation.
Collapse
Affiliation(s)
- Lindsey Ruderman
- Department of Orthopedic Surgery, Duke University School of Medicine, Durham, NC
| | - Abigail Leinroth
- Department of Orthopedic Surgery, Duke University School of Medicine, Durham, NC
- Department of Cell Biology, Duke University, Durham, NC
| | - Helen Rueckert
- Department of Orthopedic Surgery, Duke University School of Medicine, Durham, NC
- Department of Cell Biology, Duke University, Durham, NC
| | - Troy Tabarestani
- Department of Orthopedic Surgery, Duke University School of Medicine, Durham, NC
| | - Rafeal Baker
- Department of Orthopedic Surgery, Duke University School of Medicine, Durham, NC
| | - Jay Levin
- Department of Orthopedic Surgery, Duke University School of Medicine, Durham, NC
| | - Chad E. Cook
- Department of Orthopedic Surgery, Duke University School of Medicine, Durham, NC
- Department of Population Health Sciences, Duke University, Durham, NC
- Duke Clinical Research Institute, Duke University, Durham, NC
| | - Christopher S Klifto
- Department of Orthopedic Surgery, Duke University School of Medicine, Durham, NC
| | - Matthew J. Hilton
- Department of Orthopedic Surgery, Duke University School of Medicine, Durham, NC
- Department of Cell Biology, Duke University, Durham, NC
| | - Oke Anakwenze
- Department of Orthopedic Surgery, Duke University School of Medicine, Durham, NC
| |
Collapse
|
25
|
Jackson GR, Bedi A, Denard PJ. Graft Augmentation of Repairable Rotator Cuff Tears: An Algorithmic Approach Based on Healing Rates. Arthroscopy 2022; 38:2342-2347. [PMID: 34767956 DOI: 10.1016/j.arthro.2021.10.032] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/26/2021] [Revised: 10/17/2021] [Accepted: 10/18/2021] [Indexed: 02/02/2023]
Abstract
We provide our algorithm for tissue augmentation of rotator cuff repairs based on the current available evidence regarding rotator cuff healing. A variety of factors are associated with healing following rotator cuff repair. Increasing tear size and retraction as well as severe fatty degeneration have been associated with worsening rates of tendon healing. Given the correlation between tendon healing and postoperative outcomes, it is important to identify patients at high risk for failure and to modify their treatment accordingly to minimize the risk of early biomechanical failure and maximize the potential for structural healing. One approach that may be used to improve healing is tissue augmentation. Tissue augmentation is the use of tissue patches and scaffolds to provide rotator cuff reinforcement. Surgical management for rotator cuff tears (RCTs) continues to be a challenging task in orthopaedic surgery today. Appropriate treatment measures require an in depth understanding and consideration of the patient's prognostic factors such as age, fatty infiltration of the rotator cuff muscles, bone mineral density, rotator cuff retraction, anteroposterior tear size, work activity, and degenerative changes of the joint. Using these factors within the Rotator Cuff Healing Index, we can determine a patient's surgical treatment that will yield the maximum healing rate. For nonarthritic RCTs, joint-preserving strategies should be first-line treatment options. For young, active patients with a reparable RCT and minimal fatty infiltration, a complete repair can be effective. For young patients with irreparable RCTs, superior capsular reconstructions, and tendon transfers are viable options. For elderly patients with low work activity, an irreparable RCT and significant fatty infiltration, a partial repair with or without graft augmentation can be attempted if minimal to no arthritic changes are seen. LEVEL OF EVIDENCE: Level V, expert opinion.
Collapse
Affiliation(s)
- Garrett R Jackson
- American University of the Caribbean School of Medicine, Sint Maarten
| | - Asheesh Bedi
- Department of Orthopaedic Surgery, University of Michigan, Ann Arbor, Michigan, U.S.A
| | | |
Collapse
|
26
|
Wallenberg RB, Belzer ML, Ramsey DC, Opel DM, Berkson MD, Gundle KR, Nagy ML, Boucher RJ, McCarron JA. MRI-based 3-dimensional volumetric assessment of fatty infiltration and muscle atrophy in rotator cuff tears. J Shoulder Elbow Surg 2022; 31:1272-1281. [PMID: 35101606 DOI: 10.1016/j.jse.2021.12.037] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/08/2021] [Revised: 12/17/2021] [Accepted: 12/25/2021] [Indexed: 02/01/2023]
Abstract
BACKGROUND The Goutallier and Warner Classification systems are useful in determining rotator cuff reparability. Data are limited on how accurately the scapular-Y view used in both systems reflects the 3-dimensional (3-D) changes in fatty infiltration (FI) and muscle atrophy (MA). Tendon retraction in the setting of a cuff tear may also influence the perception of these changes. This study's objectives were to (1) measure the 3-D volume of the supraspinatus muscle in intact rotator cuffs, and with varying magnitudes of retraction; (2) measure the 3-D volume of FI in the supraspinatus muscle in these conditions; and (3) determine the influence of tendon retraction on measured FI and MA using the Goutallier and Warner Classification Systems. METHODS Between August 2015 and February 2016, all shoulder magnetic resonance images (MRIs) at the Portland VA Medical Center were standardized to include the medial scapular border. MRIs and charts were reviewed for inclusion/exclusion criteria. Included MRIs were categorized into 4 groups based on rotator cuff retraction. Supraspinatus muscle and fossa were traced to create 3-D volumes. FI and MA were measured within the supraspinatus. The supraspinatus muscle was graded among 6 physicians using the Goutallier and Warner classification systems. These grades were compared to 3-D measured FI and MA. The influence of tendon retraction on the measured grades were also evaluated. RESULTS One hundred nine patients met inclusion/exclusion criteria. Ten MRIs for each group (N = 40) were included for image analysis. Supraspinatus volume tracings were highly reproducible and consistent between tracers. Supraspinatus muscle volumes decreased while global FI and MA increased with greater degrees of tendon retraction. In muscles with less than 10% global fat, fat concentrated in the lateral third of the muscle. In muscle with more than 10% global fat content, it distributed more diffusely throughout the muscle from medial to lateral. In comparing the scapular-Y to a medial cut, there was no consistent trend in FI whereas MA was more accurate at the medial cut. CONCLUSION Parasagittal imaging location did not significantly influence the Goutallier score; however, assessment of MA using the Warner score leads readers to perceive less MA medially regardless of the magnitude of tendon retraction. The pattern of FI within the supraspinatus muscle changes from a laterally based location around the muscle-tendon junction to a more diffuse, global infiltration pattern when the whole muscle fat content exceeds 10%.
Collapse
Affiliation(s)
- Ryan B Wallenberg
- Operative Care Division, Portland VA Medical Center, Portland, OR, USA.
| | - Mckenna L Belzer
- Department of Orthopaedics and Rehabilitation, Oregon Health and Science University, Portland, OR, USA
| | - Duncan C Ramsey
- Department of Orthopaedics and Rehabilitation, Oregon Health and Science University, Portland, OR, USA
| | - Dayton M Opel
- Department of Orthopaedics and Rehabilitation, Oregon Health and Science University, Portland, OR, USA
| | - Mark D Berkson
- Operative Care Division, Portland VA Medical Center, Portland, OR, USA
| | - Kenneth R Gundle
- Operative Care Division, Portland VA Medical Center, Portland, OR, USA; Department of Orthopaedics and Rehabilitation, Oregon Health and Science University, Portland, OR, USA
| | - Melba L Nagy
- Operative Care Division, Portland VA Medical Center, Portland, OR, USA
| | - Ronald J Boucher
- Operative Care Division, Portland VA Medical Center, Portland, OR, USA
| | - Jesse A McCarron
- Operative Care Division, Portland VA Medical Center, Portland, OR, USA
| |
Collapse
|
27
|
Variability of Grading DR Screening Images among Non-Trained Retina Specialists. J Clin Med 2022; 11:jcm11113125. [PMID: 35683522 PMCID: PMC9180965 DOI: 10.3390/jcm11113125] [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] [Received: 04/25/2022] [Revised: 05/19/2022] [Accepted: 05/26/2022] [Indexed: 11/17/2022] Open
Abstract
Poland has never had a widespread diabetic retinopathy (DR) screening program and subsequently has no purpose-trained graders and no established grader training scheme. Herein, we compare the performance and variability of three retinal specialists with no additional DR grading training in assessing images from 335 real-life screening encounters and contrast their performance against IDx-DR, a US Food and Drug Administration (FDA) approved DR screening suite. A total of 1501 fundus images from 670 eyes were assessed by each grader with a final grade on a per-eye level. Unanimous agreement between all graders was achieved for 385 eyes, and 110 patients, out of which 98% had a final grade of no DR. Thirty-six patients had final grades higher than mild DR, out of which only two had no grader disagreements regarding severity. A total of 28 eyes underwent adjudication due to complete grader disagreement. Four patients had discordant grades ranging from no DR to severe DR between the human graders and IDx-DR. Retina specialists achieved kappa scores of 0.52, 0.78, and 0.61. Retina specialists had relatively high grader variability and only a modest concordance with IDx-DR results. Focused training and verification are recommended for any potential DR graders before assessing DR screening images.
Collapse
|
28
|
Liu B, Xu J, Jin Y, Su W, Zhang X, Qiao Y, Yu W, Cheng L, Zhao J, Li Y. Advantages of 3-dimensional Measurements for Supraspinatus Intramuscular Fatty Evaluation in Patients With Medium to Massive Rotator Cuff Tears: Comparison With a Single Sagittal Slice. Am J Sports Med 2022; 50:699-707. [PMID: 35044262 DOI: 10.1177/03635465211068854] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
BACKGROUND Fatty infiltration of the rotator cuff muscles is highly related to poor outcomes after rotator cuff tears. Fat fraction (FF) based on traditional 2-dimensional measurements (2D-FF) from a single sagittal Y-view slice cannot determine intramuscular FF in the rotator cuff muscles; the newly developed 3-dimensional method (3D-FF) is supposed to precede 2D measurements for intramuscular FF evaluation in accuracy and reliability. PURPOSE (1) To measure 3D-FF and (2) to compare 3D-FF and 2D-FF in terms of quantitative values and intra- and interobserver agreement. STUDY DESIGN Cohort study (diagnosis); Level of evidence, 2. METHODS Six-point Dixon magnetic resonance imaging was performed in patients with full-thickness supraspinatus tears. 2D-FF was calculated on a single sagittal Y-view. Semiautomatic segmentation software (ITK-SNAP) was used to reconstruct 3D volumes of the supraspinatus muscle and fat. 3D-FF was obtained by dividing the fat volume by the total volume of the supraspinatus muscle. A paired t test was used to compare the individual differences between 2D-FF and 3D-FF results. Linear regression and Bland-Altman analyses were performed to determine the agreement between 2D-FF and 3D-FF. Intraclass correlation coefficients (ICCs) were calculated to determine intra- and interobserver agreement. RESULTS The 3D muscular and fatty models presented an inhomogeneous distribution of intramuscular fat in the supraspinatus, indicating the superiority of 3D-FF over 2D-FF in capturing all muscle morphologic information. 2D-FF was significantly higher than 3D-FF in the supraspinatus with large (19.5% ± 5.9% vs 16.2% ± 3.7%; P = .002) and massive (34.8% ± 13.3% vs 26.2% ± 9.4%; P < .001) rotator cuff tears. 2D-FF overestimated the FF compared with 3D-FF by >50% in 14.7% of all patients and by >15% in 67.6% of patients with large or massive RCTs. The discrepancy between 2D-FF and 3D-FF increased with increasing mean FF. The intra- and interobserver agreement of 3D-FF (ICCs, 0.89-0.99 and 0.89-0.95) was superior to that of 2D-FF (ICCs, 0.71-0.95 and 0.64-0.79). CONCLUSION 3D-FF indicated an inhomogeneous distribution of intramuscular fat by capturing all muscle and fat morphologic information. In patients with large and massive rotator cuff tears, 2D-FF of the supraspinatus was significantly higher than 3D-FF. 3D-FF was more reliable than 2D-FF for estimating fatty infiltration in the supraspinatus, with better intra- and interobserver agreement.
Collapse
Affiliation(s)
- Beibei Liu
- Institute of Diagnostic and Interventional Radiology, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai, China
| | - Junjie Xu
- Department of Sports Medicine, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai, China
| | - Yuchen Jin
- Department of Nuclear Medicine, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China.,Department of Nuclear Medicine, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai, China.,Human Oncology and Pathogenesis, Memorial Sloan-Kettering Cancer Center, New York, USA
| | - Wei Su
- Department of Sports Medicine, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai, China
| | - Xiuyuan Zhang
- Department of Sports Medicine, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai, China
| | - Yi Qiao
- Department of Sports Medicine, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai, China
| | - Weibin Yu
- Institute of Diagnostic and Interventional Radiology, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai, China
| | - Lude Cheng
- Siemens Medical Systems Co, Ltd, Shanghai, China
| | - Jinzhong Zhao
- Department of Sports Medicine, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai, China
| | - Yuehua Li
- Institute of Diagnostic and Interventional Radiology, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai, China
| |
Collapse
|
29
|
Gill KP, Bateman M, Mazuquin B, Littlewood C. Uma comparação entre a medição e a classificação da ruptura do manguito rotador no pré-operatório e no intraoperatório. Rev Bras Ortop 2022; 58:356-360. [DOI: 10.1055/s-0041-1741445] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2021] [Accepted: 09/20/2021] [Indexed: 10/19/2022] Open
Abstract
Resumo
Objetivo Avaliar a concordância no tamanho de ruptura obtido por imagem pré-operatória e por medição intraoperatória, e determinar a precisão da imagem pré-operatória na classificação do tamanho da ruptura e na identificação de rupturas em cada tendão do manguito rotador.
Métodos Os dados de 44 pacientes recrutados para um ensaio controlado randomizado foram revisados retrospectivamente. O tamanho e a localização do manguito rotador foram confirmados por ultrassom ou ressonância magnética préoperatórios, e avaliados durante a cirurgia. Um teste t e o gráfico de Bland e Altman foram usados para determinar a concordância entre as medições pré-operatória e intraoperatória. Sensibilidade, especificidade, valor preditivo positivo (VPP) e valor preditivo negativo (VPN) foram calculados para o tamanho do rompimento e o envolvimento do tendão do manguito rotador.
Resultados Houve boa concordância para medidas de tamanho da ruptura (91%) e classificação (89%) pré-operatória e durante a cirurgia. Ao classificar o tamanho da ruptura, a sensibilidade e o VPP foram elevados para rupturas de tamanho médio (100%), e menor para rupturas grandes (75%), o que indica que todas as rupturas de tamanho médio, mas nem todas as grandes, foram identificadas pré-operatoriamente. Para a identificação de rupturas, a sensibilidade pré-operatória e o VPP foram maiores para o supraespinal (84%), com sensibilidade e VPP progressivamente menores para o infraespinal (57%), o subescapular (17%), e o redondo menor (0%).
Conclusões Por meio da imagem pré-operatória, pode-se medir ou classificar com precisão o tamanho da ruptura. Quando há discordância, não está claro se o tamanho da ruptura é subestimado no exame ou superestimado durante a cirurgia. A alta sensibilidade demonstra que uma ruptura do supraespinal é geralmente detectada por escaneamento. As sensibilidades mais baixas para o infraespinal e o subescapular indicam que a identificação de rupturas nestes tendões é menos precisa.
Collapse
Affiliation(s)
- Karl Peter Gill
- Departamento de Fisioterapia, Northern Care Alliance NHS Group, Fairfield General Hospital, Bury, Reino Unido
- Departamento de Profissões da Saúde, Faculty of Health, Psychology and Social Care,, Manchester Metropolitan University, Manchester, Grande Manchester, Reino Unido
| | - Marcus Bateman
- Departamento de Ombro de Derby, University Hospitals Derby and Burton NHS Foundation Trust, Derby, Reino Unido
| | - Bruno Mazuquin
- Departamento de Profissões da Saúde, Faculty of Health, Psychology and Social Care,, Manchester Metropolitan University, Manchester, Grande Manchester, Reino Unido
| | - Chris Littlewood
- Departamento de Profissões da Saúde, Faculty of Health, Psychology and Social Care,, Manchester Metropolitan University, Manchester, Grande Manchester, Reino Unido
| |
Collapse
|
30
|
Thangarajah T, Lo IK. Optimal Management of Partial Thickness Rotator Cuff Tears: Clinical Considerations and Practical Management. Orthop Res Rev 2022; 14:59-70. [PMID: 35250316 PMCID: PMC8893150 DOI: 10.2147/orr.s348726] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Accepted: 02/17/2022] [Indexed: 11/25/2022] Open
Abstract
Partial thickness rotator cuff tears have been diagnosed with increased frequency due to heightened awareness and an improvement in diagnostic modalities. When >50% of the tendon thickness has ruptured, intra-tendinous strain of the residual tendon increases. Surgery is generally confined to patients who have failed non-operative measures and have persistent symptoms. The rationale for repairing partial thickness tears lies in their limited self-healing capacity, and propensity to enlarge over time and progress to a full thickness defect. Although tear debridement and acromioplasty can improve pain and function, tear progression can occur, in addition to worse results being noted in bursal-sided defects. Several surgical strategies have been recommended but there is a lack of evidence to advocate one form of treatment over another. The aim of this narrative review is to discuss the treatment options for partial thickness tears of the rotator cuff.
Collapse
Affiliation(s)
- Tanujan Thangarajah
- Department of Trauma and Orthopaedic Surgery, University of Calgary, Calgary, Alberta, Canada
- Correspondence: Tanujan Thangarajah, Department of Trauma and Orthopaedic Surgery, University of Calgary, Calgary, Alberta, Canada, Email
| | - Ian K Lo
- Department of Trauma and Orthopaedic Surgery, University of Calgary, Calgary, Alberta, Canada
| |
Collapse
|
31
|
Hamie QM, Huber FA, Grunder V, Finkenstaedt T, Marcon M, Ulbrich E, Farshad-Amacker NA, Guggenberger R. Added value of combined acromiohumeral distance and critical shoulder angle measurements on conventional radiographs for the prediction of rotator cuff pathology. Eur J Radiol Open 2022; 9:100416. [PMID: 35372642 PMCID: PMC8968010 DOI: 10.1016/j.ejro.2022.100416] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2022] [Revised: 03/14/2022] [Accepted: 03/20/2022] [Indexed: 11/30/2022] Open
Abstract
Purpose Method Results Conclusions Acromiohumeral distance (AHD) and critical shoulder angle (CSA) do not depend on age or sex. CSA and AHD are significantly different in healthy and pathologic rotator cuffs. Combining CSA and AHD into one index (PIAHD-CSA) increases overall diagnostic performance. A high PIAHD-CSA increases the risk of full thickness rotator cuff tear and critical fatty degeneration.
Collapse
Affiliation(s)
- Quemars M. Hamie
- Institute of Diagnostic and Interventional Radiology, University Hospital Zurich, Raemistrasse 100, 8091 Zurich, Switzerland
- Faculty of Medicine, University of Zurich, Zurich, Switzerland
| | - Florian A. Huber
- Institute of Diagnostic and Interventional Radiology, University Hospital Zurich, Raemistrasse 100, 8091 Zurich, Switzerland
- Faculty of Medicine, University of Zurich, Zurich, Switzerland
- Corresponding author at: Institute of Diagnostic and Interventional Radiology, University Hospital Zurich, Raemistrasse 100, 8091 Zurich, Switzerland.
| | - Vincent Grunder
- Institute of Diagnostic and Interventional Radiology, University Hospital Zurich, Raemistrasse 100, 8091 Zurich, Switzerland
- Faculty of Medicine, University of Zurich, Zurich, Switzerland
| | - Tim Finkenstaedt
- Institute of Diagnostic and Interventional Radiology, University Hospital Zurich, Raemistrasse 100, 8091 Zurich, Switzerland
- Faculty of Medicine, University of Zurich, Zurich, Switzerland
| | - Magda Marcon
- Institute of Diagnostic and Interventional Radiology, University Hospital Zurich, Raemistrasse 100, 8091 Zurich, Switzerland
- Faculty of Medicine, University of Zurich, Zurich, Switzerland
| | - Erika Ulbrich
- Institute of Diagnostic and Interventional Radiology, University Hospital Zurich, Raemistrasse 100, 8091 Zurich, Switzerland
- Faculty of Medicine, University of Zurich, Zurich, Switzerland
| | - Nadja A. Farshad-Amacker
- Institute of Diagnostic and Interventional Radiology, University Hospital Zurich, Raemistrasse 100, 8091 Zurich, Switzerland
- Faculty of Medicine, University of Zurich, Zurich, Switzerland
| | - Roman Guggenberger
- Institute of Diagnostic and Interventional Radiology, University Hospital Zurich, Raemistrasse 100, 8091 Zurich, Switzerland
- Faculty of Medicine, University of Zurich, Zurich, Switzerland
| |
Collapse
|
32
|
Werthel JD, Boux de Casson F, Walch G, Gaudin P, Moroder P, Sanchez-Sotelo J, Chaoui J, Burdin V. Three-dimensional muscle loss assessment: a novel computed tomography-based quantitative method to evaluate rotator cuff muscle fatty infiltration. J Shoulder Elbow Surg 2022; 31:165-174. [PMID: 34478865 DOI: 10.1016/j.jse.2021.07.029] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/27/2021] [Revised: 07/15/2021] [Accepted: 07/26/2021] [Indexed: 02/01/2023]
Abstract
BACKGROUND Rotator cuff fatty infiltration (FI) is one of the most important parameters to predict the outcome of certain shoulder conditions. The primary objective of this study was to define a new computed tomography (CT)-based quantitative 3-dimensional (3D) measure of muscle loss (3DML) based on the rationale of the 2-dimensional (2D) qualitative Goutallier score. The secondary objective of this study was to compare this new measurement method to traditional 2D qualitative assessment of FI according to Goutallier et al and to a 3D quantitative measurement of fatty infiltration (3DFI). MATERIALS AND METHODS 102 CT scans from healthy shoulders (46) and shoulders with cuff tear arthropathy (21), irreparable rotator cuff tears (18), and primary osteoarthritis (17) were analyzed by 3 experienced shoulder surgeons for subjective grading of fatty infiltration according to Goutallier, and their rotator cuff muscles were manually segmented. Quantitative 3D measurements of fatty infiltration (3DFI) were completed. The volume of muscle fibers without intramuscular fat was then calculated for each rotator cuff muscle and normalized to the patient's scapular volume to account for the effect of body size (NVfibers). 3D muscle mass (3DMM) was calculated by dividing the NVfibers value of a given muscle by the mean expected volume in healthy shoulders. 3D muscle loss (3DML) was defined as 1 - (3DMM). The correlation between Goutallier grading, 3DFI, and 3DML was compared using a Spearman rank correlation. RESULTS Interobserver reliability for the traditional 2D Goutallier grading was moderate for the infraspinatus (ISP, 0.42) and fair for the supraspinatus (SSP, 0.38), subscapularis (SSC, 0.27) and teres minor (TM, 0.27). 2D Goutallier grading was found to be significantly and highly correlated with 3DFI (SSP, 0.79; ISP, 0.83; SSC, 0.69; TM, 0.45) and 3DML (SSP, 0.87; ISP, 0.85; SSC, 0.69; TM, 0.46) for all 4 rotator cuff muscles (P < .0001). This correlation was significantly higher for 3DML than for the 3DFI for SSP only (P = .01). The mean values of 3DFI and 3DML were 0.9% and 5.3% for Goutallier 0, 2.9% and 25.6% for Goutallier 1, 11.4% and 49.5% for Goutallier 2, 20.7% and 59.7% for Goutallier 3, and 29.3% and 70.2% for Goutallier 4, respectively. CONCLUSION The Goutallier score has been helping surgeons by using 2D CT scan slices. However, this grading is associated with suboptimal interobserver agreement. The new measures we propose provide a more consistent assessment that correlates well with Goutallier's principles. As 3DML measurements incorporate atrophy and fatty infiltration, they could become a very reliable index for assessing shoulder muscle function. Future algorithms capable of automatically calculating the 3DML of the cuff could help in the decision process for cuff repair and the choice of anatomic or reverse shoulder arthroplasty.
Collapse
Affiliation(s)
- Jean-David Werthel
- Hôpital Ambroise Paré, Boulogne-Billancourt, France; IMT Atlantique, LaTIM INSERM U1101, Brest, France.
| | | | - Gilles Walch
- Centre Orthopédique Santy, Lyon, France; Ramsay Générale de Santé, Hôpital Privé Jean Mermoz, Lyon, France
| | | | | | | | | | | |
Collapse
|
33
|
Ma J, Sahoo S, Imrey PB, Jin Y, Baker AR, Entezari V, Ho JC, Iannotti JP, Ricchetti ET, Polster JM, Winalski CS, Derwin KA. Inter-rater agreement of rotator cuff tendon and muscle magnetic resonance imaging parameters evaluated preoperatively and during the first postoperative year following rotator cuff repair. J Shoulder Elbow Surg 2021; 30:e741-e752. [PMID: 33930556 PMCID: PMC8551316 DOI: 10.1016/j.jse.2021.04.021] [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: 12/18/2020] [Revised: 03/30/2021] [Accepted: 04/04/2021] [Indexed: 02/01/2023]
Abstract
BACKGROUND Magnetic resonance imaging (MRI) is standard of care for rotator cuff evaluation, with clinical interpretation usually limited to qualitative judgments. The reliability of MRI-based measurements and scoring systems has been evaluated only preoperatively or ≥6 months following rotator cuff repair, when repairs are in the later stages of healing. This study describes the MRI assessments and inter-rater agreement of various rotator cuff tendon and muscle parameters evaluated preoperatively and 4 times during the first postoperative year. METHODS Two musculoskeletal radiologists independently assessed MRI scans of 42 patients preoperatively and 3, 12, 26, and 52 weeks after rotator cuff repair. Using standardized reading rules, readers assessed tendon integrity (5-point Sugaya classification), tear dimensions, muscle fat (5-point Goutallier classification) and atrophy (4-point Warner classification), muscle cross-sectional areas, and myotendinous junction distance. Raw exact agreement proportions, κ statistics, and correlation coefficients were used to quantify inter-rater agreement. RESULTS Readers showed moderate to substantial above-chance agreement in scoring rotator cuff tendon integrity and supraspinatus muscle atrophy and good to excellent agreement on tear dimensions and muscle cross-sectional areas but only fair to moderate agreement for fatty infiltration and myotendinous junction distance. Only fatty infiltration grades evidenced observer bias. Inter-rater agreement did not appear time dependent. CONCLUSION By use of defined reading rules in a research setting, MRI evaluations of rotator cuff tendon integrity, tear dimensions, muscle atrophy, and cross-sectional areas have reasonable reliability at all time points in the first postoperative year. However, the presence of clinically significant disagreements, even in such favorable circumstances, indicates the need for improved imaging tools for precise rotator cuff evaluation.
Collapse
Affiliation(s)
- Jinjin Ma
- Department of Biomedical Engineering, Cleveland Clinic, Cleveland, OH, USA,Department of Orthopaedic Surgery, Cleveland Clinic, Cleveland, OH, USA
| | - Sambit Sahoo
- Department of Biomedical Engineering, Cleveland Clinic, Cleveland, OH, USA,Department of Orthopaedic Surgery, Cleveland Clinic, Cleveland, OH, USA
| | - Peter B. Imrey
- Department of Quantitative Health Sciences, Cleveland Clinic, Cleveland, OH, USA
| | - Yuxuan Jin
- Department of Quantitative Health Sciences, Cleveland Clinic, Cleveland, OH, USA
| | - Andrew R. Baker
- Department of Biomedical Engineering, Cleveland Clinic, Cleveland, OH, USA
| | - Vahid Entezari
- Department of Orthopaedic Surgery, Cleveland Clinic, Cleveland, OH, USA
| | - Jason C. Ho
- Department of Orthopaedic Surgery, Cleveland Clinic, Cleveland, OH, USA
| | | | - Eric T. Ricchetti
- Department of Orthopaedic Surgery, Cleveland Clinic, Cleveland, OH, USA
| | - Joshua M. Polster
- Department of Diagnostic Radiology, Cleveland Clinic, Cleveland, OH, USA
| | - Carl S. Winalski
- Department of Diagnostic Radiology, Cleveland Clinic, Cleveland, OH, USA
| | - Kathleen A. Derwin
- Department of Biomedical Engineering, Cleveland Clinic, Cleveland, OH, USA,Department of Orthopaedic Surgery, Cleveland Clinic, Cleveland, OH, USA
| |
Collapse
|
34
|
Bogdanov J, Lan R, Chu TN, Bolia IK, Weber AE, Petrigliano FA. Fatty degeneration of the rotator cuff: pathogenesis, clinical implications, and future treatment. JSES REVIEWS, REPORTS, AND TECHNIQUES 2021; 1:301-308. [PMID: 37588720 PMCID: PMC10426606 DOI: 10.1016/j.xrrt.2021.05.006] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 08/18/2023]
Abstract
Chronic rotator cuff pathology is often complicated by fatty degeneration of the rotator cuff (FDRC) muscles, an insidious process associated with poor prognosis with or without surgical intervention. Currently there is no treatment for FDRC, and many studies have described a natural course for this disease almost always resulting in further degeneration and morbidity. Recapitulating FDRC using animal injury models, and using imaging-based studies of human FDRC, the pathophysiology of this disease continues to be further characterized. Researchers studying mesenchymal stem cell-derived progenitor cells and known fibrogenic and adipogenic signaling pathways implicated in FDRC seek to clarify the underlying processes driving these changes. While new cell- and molecular-based therapies are being developed, currently the strongest available avenue for improved management of FDRC is the use of novel imaging techniques which allow for more accurate and personalized staging of fatty degeneration. This narrative review summarizes the evidence on the molecular and pathophysiologic mechanisms of FDRC and provides a clinical update on the diagnosis and management of this condition based on the existing knowledge. We also sought to examine the role of newer biologic therapies in the management of RC fatty degeneration and to identify areas of future research.
Collapse
Affiliation(s)
- Jacob Bogdanov
- USC Epstein Family Center for Sports Medicine at Keck Medicine of USC, Los Angeles, CA, USA
| | - Rae Lan
- USC Epstein Family Center for Sports Medicine at Keck Medicine of USC, Los Angeles, CA, USA
| | - Timothy N. Chu
- USC Epstein Family Center for Sports Medicine at Keck Medicine of USC, Los Angeles, CA, USA
| | - Ioanna K. Bolia
- USC Epstein Family Center for Sports Medicine at Keck Medicine of USC, Los Angeles, CA, USA
| | - Alexander E. Weber
- USC Epstein Family Center for Sports Medicine at Keck Medicine of USC, Los Angeles, CA, USA
| | - Frank A. Petrigliano
- USC Epstein Family Center for Sports Medicine at Keck Medicine of USC, Los Angeles, CA, USA
| |
Collapse
|
35
|
Davis DL, Gilotra MN, Calderon R, Roberts A, Hasan SA. Reliability of supraspinatus intramuscular fatty infiltration estimates on T1-weighted MRI in potential candidates for rotator cuff repair surgery: full-thickness tear versus high-grade partial-thickness tear. Skeletal Radiol 2021; 50:2233-2243. [PMID: 33959799 PMCID: PMC8565455 DOI: 10.1007/s00256-021-03805-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/24/2021] [Revised: 04/28/2021] [Accepted: 04/28/2021] [Indexed: 02/02/2023]
Abstract
OBJECTIVE Patients with supraspinatus high-grade partial-thickness tear or full-thickness tear are potential candidates for rotator cuff repair surgery. We sought (1) to compare supraspinatus intramuscular fatty infiltration between these groups by Goutallier grade, fuzzy C-means and an orthopaedic surgeon visible percentage estimate, (2) and to determine the reliability of each method. MATERIALS AND METHODS We performed a retrospective cross-sectional study of supraspinatus intramuscular fatty infiltration on T1-weighted MR images for 93 shoulders with either supraspinatus partial-thickness tear > 50% tendon thickness or full-thickness tear by Goutallier grade, fuzzy C-means and an orthopaedic surgeon visible percentage estimate, by two observers for each method. Descriptive statistics were performed to compare groups. Inter- and intra-observer reliability was determined. Correlative analysis among the three methods was performed. RESULTS Significant differences of mean supraspinatus intramuscular fatty infiltration were present when comparing supraspinatus high-grade partial-thickness tear versus full-thickness tears by Goutallier grade (p = 0.004), fuzzy C-means (p = 0.002) and orthopaedic surgeon visible percentage estimate (p = 0.001). There was no significant difference for age (55.0 ± 11.1 years versus 56.1 ± 9.6 years) or sex (35.4% male versus 47.8% male) for supraspinatus high-grade partial-thickness tear and full-thickness tear, respectively. A significant difference existed among the subgroup of full-thickness tears stratified by tear size by all three methods (p < 0.020). Inter- and intra-observer reliability was Goutallier grade 0.590 and 0.624, fuzzy C-means 0.768 and 0.925 and orthopaedic surgeon visible percentage estimate 0.858 and 0.686, respectively. For shoulders with mean Goutallier grade ≥ 2.0, inter-observer reliability was 0.878 and 0.802 for fuzzy C-means and orthopaedic surgeon visible percentage estimate, respectively. A strong correlation was present among the three methods of supraspinatus FI analysis (rho ≥ 0.72). CONCLUSION Supraspinatus full-thickness tears have higher amounts of intramuscular fatty infiltration compared to high-grade partial-thickness tear. Quantitative fuzzy C-means shows excellent inter-observer reliability for estimating supraspinatus intramuscular fat. Experienced orthopaedic surgeons' semi-quantitative estimation of supraspinatus visible intramuscular fat may offer improved reliability as compared to semi-quantitative Goutallier grade.
Collapse
Affiliation(s)
- Derik L. Davis
- Department of Diagnostic Radiology & Nuclear Medicine, University of Maryland School of Medicine, 22 S. Greene Street, Baltimore, MD 21201, USA
| | - Mohit N. Gilotra
- Department of Orthopaedics, University of Maryland School of Medicine, Baltimore, MD, USA
| | | | - Andrew Roberts
- University of Maryland School of Medicine, Baltimore, MD, USA
| | - S. Ashfaq Hasan
- Department of Orthopaedics, University of Maryland School of Medicine, Baltimore, MD, USA
| |
Collapse
|
36
|
Longo UG, Mazzola A, Carotti S, Francesconi M, Catapano S, Magrì F, Perrone G, Morini S, De Salvatore S, Denaro V. The role of estrogen and progesterone receptors in the rotator cuff disease: a retrospective cohort study. BMC Musculoskelet Disord 2021; 22:891. [PMID: 34670550 PMCID: PMC8529750 DOI: 10.1186/s12891-021-04778-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/17/2021] [Accepted: 09/22/2021] [Indexed: 11/10/2022] Open
Abstract
Background Rotator cuff (RC) tears represent a common cause of shoulder pain and dysfunction in adults. The disease affects primarily women and occurs mainly in the postmenopausal period. This study aimed to investigate immunohistochemically the presence of estrogen receptor-alpha (ER-⍺), estrogen receptor-beta (ER-β) and progesterone receptor (PR) in the supraspinatus tendon of patients with RC tendinopathy, searching for gender differences of expression. A secondary aim was to evaluate potential links between their expression and the typical histopathological findings of the ailment. Methods Biopsies of the supraspinatus tendon were collected intraoperatively from 15 postmenopausal women and 9 men undergoing RC surgery. Specimens were stained with Haematoxylin/Eosin, Masson-Goldner Trichrome, Alcian Blu and immunohistochemical stainings for ER-⍺, ER-β and PR were performed. Tendon alterations were evaluated with the Bonar histopathological scale. Statistical tests used in this study were the Spearman correlation coefficient and the Mann-Whitney U test. Results In the supraspinatus tendon, cells expressed ER-⍺ (p = 0.043), ER-β (p = 0.048) and PR (p = 0.004) with statistically significant differences related to age and sex of patients. Immunoreactivity was seen in the nuclei of tenocytes and vascular cells. Postmenopausal women’s samples showed a markedly higher expression of these receptors compared to their male counterpart. There was a positive correlation between the expression of ER-⍺ and ER-β (r = 0.59; p = 0.02) and between ER-β and PR (r = 0.72; p = 0.002) in women’s samples. Furthermore, in postmenopausal women the PR expression decreased with age (r = − 0.56; p = 0.027). Only in women, the ER-β expression positively correlated with the total Bonar histopathological score (p = 0.019) and the ER-β vascular expression positively correlated with ground substance alterations (p = 0.029). Conclusions These results reveal that ERs and PR are present in the supraspinatus tendon of patients with RC tears, suggesting a role of sex hormones in the pathogenesis of the disease.
Collapse
Affiliation(s)
- Umile Giuseppe Longo
- Department of Orthopaedic and Trauma Surgery, Campus Bio-Medico University, Via Alvaro del Portillo 200, Trigoria, 00128, Rome, Italy.
| | - Alessandro Mazzola
- Department of Orthopaedic and Trauma Surgery, Campus Bio-Medico University, Via Alvaro del Portillo 200, Trigoria, 00128, Rome, Italy
| | - Simone Carotti
- Unit of Microscopic and Ultrastructural Anatomy, University Campus Bio-Medico, Rome, Italy
| | - Maria Francesconi
- Unit of Microscopic and Ultrastructural Anatomy, University Campus Bio-Medico, Rome, Italy
| | - Simone Catapano
- Department of Orthopaedic and Trauma Surgery, Campus Bio-Medico University, Via Alvaro del Portillo 200, Trigoria, 00128, Rome, Italy
| | - Francesco Magrì
- Department of Orthopaedic and Trauma Surgery, Campus Bio-Medico University, Via Alvaro del Portillo 200, Trigoria, 00128, Rome, Italy
| | - Giuseppe Perrone
- Department of Human Pathology, University Campus Bio-Medico, Rome, Italy
| | - Sergio Morini
- Unit of Microscopic and Ultrastructural Anatomy, University Campus Bio-Medico, Rome, Italy
| | - Sergio De Salvatore
- Department of Orthopaedic and Trauma Surgery, Campus Bio-Medico University, Via Alvaro del Portillo 200, Trigoria, 00128, Rome, Italy
| | - Vincenzo Denaro
- Department of Orthopaedic and Trauma Surgery, Campus Bio-Medico University, Via Alvaro del Portillo 200, Trigoria, 00128, Rome, Italy
| |
Collapse
|
37
|
Image Quality and Diagnostic Performance of Accelerated Shoulder MRI With Deep Learning-Based Reconstruction. AJR Am J Roentgenol 2021; 218:506-516. [PMID: 34523950 DOI: 10.2214/ajr.21.26577] [Citation(s) in RCA: 50] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Background: Shoulder MRI using standard multiplanar sequences requires long scan times. Accelerated sequences have tradeoffs in noise and resolution. Deep learning-based reconstruction (DLR) may allow reduced scan time with preserved image quality. Objectives: To compare standard shoulder MRI sequences and accelerated sequences without and with DLR in terms of image quality and diagnostic performance. Methods: This retrospective study included 105 patients (45 men, 60 women; mean age 57.6±10.9 years) who underwent a total of 110 3-T shoulder MRI examinations. Examinations included standard sequences (scan time, 9 minutes 23 seconds) and accelerated sequences (3 minutes 5 seconds; 67% reduction), both including fast spin echo sequences in three planes. Standard sequences were reconstructed using the conventional pipeline; accelerated sequences were reconstructed using both conventional pipeline and a commercially available DLR pipeline. Two radiologists independently assessed three image sets (standard, accelerated without DLR, accelerated with DLR) for subjective image quality and artifacts using 4-point scales (4=highest quality), and identified pathologies of subscapularis tendon, supraspinatus-infraspinatus tendon, biceps brachii long head tendon, and glenoid labrum. Interobserver and inter-image set agreement for the evaluated pathologies was assessed using weighted kappa statistics. In 27 patients who underwent arthroscopy, diagnostic performance was calculated using arthroscopic findings as reference. Results: Mean subjective image quality for readers 1 and 2 was 10.6±1.2 and 10.5±1.4 for standard, 8.1±1.3 and 7.2±1.1 for accelerated without DLR, and 10.7±1.2 and 10.5±1.6 for accelerated with DLR. Mean artifact score for readers 1 and 2 was 9.3±1.2 and 10.0±1.0 for standard, 7.3±1.3 and 9.1±0.8 for accelerated without DLR, and 9.4±1.2 and 9.8±0.8 for accelerated with DLR. Interobserver agreement ranged from kappa=0.813-0.951 except for accelerated without DLR for SST-IST (κ=0.673). Inter-image set agreement ranged from kappa=0.809-0.957 except for reader 1 for SST-IST (κ=0.663-0.700). Accuracy, sensitivity, and specificity for tears of the four structures was not different (p>.05) among image sets. Conclusions: Accelerated sequences with DLR provide 67% scan time reduction with similar subjective image quality, artifacts, and diagnostic performance as standard sequences. Clinical impact: Accelerated sequences with DLR may provide an alternative to standard sequences for clinical shoulder MRI.
Collapse
|
38
|
Alarcon JF, Uribe-Echevarria B, Clares C, Apablaza D, Vargas JC, Benavente S, Rivera V. Superior Capsular Reconstruction With Autologous Fascia Lata Using a Single Lateral-Row Technique Is an Effective Option in Massive Irreparable Rotator Cuff Tears: Minimum 2-Year Follow-Up. Arthroscopy 2021; 37:2783-2796. [PMID: 33957215 DOI: 10.1016/j.arthro.2021.04.009] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/25/2020] [Revised: 04/02/2021] [Accepted: 04/08/2021] [Indexed: 02/02/2023]
Abstract
PURPOSE The purpose of this study was to evaluate clinical and radiologic outcomes of arthroscopic superior capsular reconstruction (ASCR) with fascia lata autograft in patients with irreparable rotator cuff tears (IRCTs) performed using a single lateral-row fixation technique. METHODS We studied a retrospective case series of patients with large or massive IRCTs for ASCR with fascia lata autograft. Clinical outcomes were evaluated using the Visual Analog Scale (VAS) and the Constant score. Healing of the graft was assessed by magntic resonance imaging or ultrasound. Acromiohumeral distance was evaluated by radiographs. RESULTS Thirty-one patients with an average age of 61 years and an average follow-up of 35 months (24-51 months) underwent ASCR with fascia lata autograft. There was a significant improvement in VAS (7.7-0.7), Constant score (36.0-78.7), forward elevation (115°-171°), external rotation (33°-50°), strength (0.3 kg-2.3 kg), and acromiohumeral distance (6.1 mm-8.6 mm) (P < 0.001). Graft failure was present in 13.8% of patients, as shown by magnetic resonance imaging (26 patients) or ultrasound (3 patients). Patients with failed ASCR showed worse Constant scores (68.5.8 vs 80.2, P = 0.007), worse VAS (2.5 vs 0.4, P = 0.00002), worse external rotation (20° vs 54°, P = 0.004), lower acromiohumeral distance (5mm vs 9mm, P = 0.007), and a high association with the presence of os acromiale (χ2P = 0.003). No revision or subsequent surgical procedures were required. CONCLUSIONS ASCR, with autologous fascia lata and single lateral row configuration, is an effective option in irreparable rotator cuff tears and results in clinical and radiologic improvement. LEVEL OF EVIDENCE Level IV, retrospective case series.
Collapse
Affiliation(s)
| | - Bastian Uribe-Echevarria
- Centro de Especialides Traumatologicas, Puerto Varas, Chile; Centro de Especialides Traumatologicas, Puerto Varas, Chile.
| | | | | | | | | | | |
Collapse
|
39
|
Ro K, Kim JY, Park H, Cho BH, Kim IY, Shim SB, Choi IY, Yoo JC. Deep-learning framework and computer assisted fatty infiltration analysis for the supraspinatus muscle in MRI. Sci Rep 2021; 11:15065. [PMID: 34301978 PMCID: PMC8302634 DOI: 10.1038/s41598-021-93026-w] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2020] [Accepted: 06/02/2021] [Indexed: 02/07/2023] Open
Abstract
Occupation ratio and fatty infiltration are important parameters for evaluating patients with rotator cuff tears. We analyzed the occupation ratio using a deep-learning framework and studied the fatty infiltration of the supraspinatus muscle using an automated region-based Otsu thresholding technique. To calculate the amount of fatty infiltration of the supraspinatus muscle using an automated region-based Otsu thresholding technique. The mean Dice similarity coefficient, accuracy, sensitivity, specificity, and relative area difference for the segmented lesion, measuring the similarity of clinician assessment and that of a deep neural network, were 0.97, 99.84, 96.89, 99.92, and 0.07, respectively, for the supraspinatus fossa and 0.94, 99.89, 93.34, 99.95, and 2.03, respectively, for the supraspinatus muscle. The fatty infiltration measure using the Otsu thresholding method significantly differed among the Goutallier grades (Grade 0; 0.06, Grade 1; 4.68, Grade 2; 20.10, Grade 3; 42.86, Grade 4; 55.79, p < 0.0001). The occupation ratio and fatty infiltration using Otsu thresholding demonstrated a moderate negative correlation (ρ = - 0.75, p < 0.0001). This study included 240 randomly selected patients who underwent shoulder magnetic resonance imaging (MRI) from January 2015 to December 2016. We used a fully convolutional deep-learning algorithm to quantitatively detect the fossa and muscle regions by measuring the occupation ratio of the supraspinatus muscle. Fatty infiltration was objectively evaluated using the Otsu thresholding method. The proposed convolutional neural network exhibited fast and accurate segmentation of the supraspinatus muscle and fossa from shoulder MRI, allowing automatic calculation of the occupation ratio. Quantitative evaluation using a modified Otsu thresholding method can be used to calculate the proportion of fatty infiltration in the supraspinatus muscle. We expect that this will improve the efficiency and objectivity of diagnoses by quantifying the index used for shoulder MRI.
Collapse
Affiliation(s)
- Kyunghan Ro
- Gangnambon Research Institute, Gangnambon Orthopaedic Cinic, Seoul, Republic of Korea
| | - Joo Young Kim
- Department of Biomedical Engineering, Hanyang University, Seoul, Republic of Korea
| | - Heeseol Park
- Department of Orthopaedic Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Baek Hwan Cho
- Medical AI Research Center, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea.
- Department of Medical Device Management and Research, SAIHST, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea.
| | - In Young Kim
- Department of Biomedical Engineering, Hanyang University, Seoul, Republic of Korea
| | - Seung Bo Shim
- Department of Orthopaedic Surgery, Yonsei Thebaro Hospital, Seoul, Republic of Korea
| | - In Young Choi
- Department of Radiology, Korea University Ansan Hospital, Korea University, Ansan-si, Gyeonggi-do, Republic of Korea
| | - Jae Chul Yoo
- Department of Orthopaedic Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea.
| |
Collapse
|
40
|
Comparison of CAIPIRINHA-accelerated 3D fat-saturated-SPACE MRI with 2D MRI sequences for the assessment of shoulder pathology. Eur Radiol 2021; 32:593-601. [PMID: 34258637 DOI: 10.1007/s00330-021-08183-3] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2021] [Revised: 06/20/2021] [Accepted: 06/29/2021] [Indexed: 10/20/2022]
Abstract
OBJECTIVES To compare the performance of 6-min MRI with a fat-saturated 3D-controlled aliasing in parallel imaging results in higher acceleration (CAIPIRINHA) Sampling perfection with application-optimized contrast using different flip angle evolution (SPACE) TSE protocol with 10-min 2D TSE MRI protocol for assessment of abnormalities of the shoulder. METHODS Forty-nine subjects underwent both 3D fat-saturated-CAIPIRINHA SPACE and 2D TSE sequences of the shoulder on a 3.0-T system. Following randomization and anonymization, two musculoskeletal radiologists evaluated the 2D and 3D images independently for image quality and diagnostic capability. Descriptive statistics, inter-observer, and inter-method concordance were investigated. p values < 0.05 were considered significant. RESULTS For image quality assessment, 2D images were similar to 3D CAIPIRINHA SPACE images (p = 0.05). 3D had lower noise standard deviation (SD) and higher fluid CNR than 2D images (p = 0.00). For diagnostic capability assessment, using 2D TSE as a standard of reference, sensitivity, specificity, and accuracy of 3D SPACE were, respectively, 94.81%, 94.12%, and 94.39% for tendon abnormalities; 97.06%, 80.00%, and 91.84% for acromioclavicular joint abnormalities; 88.89%, 100.00%, and 93.89% for adjacent bone alterations; and 97.30%, 100%, and 97.96% for joint fluid/effusion assessment. The inter-method concordance was moderate to almost perfect. The inter-observer-concordance of the shoulder assessment was also moderate to almost perfect, with SSP lesions demonstrating the greatest concordance. CONCLUSIONS The performance of 6-min 3D fat-saturated-CAIPIRINHA SPACE MRI for shoulder MRI is similar to that of 10-min 2D TSE MRI. 3D fat-saturated-CAIPIRINHA SPACE MRI can be utilized to reduce scan time without degradation in image quality. KEY POINTS • CAIPIRINHA acceleration 3D fat-saturated-MRI of the shoulder is achievable in 6 min with high spatial resolution. • 3D fat-saturated CAIPIRINHA MRI is similar to 2D MRI in the shoulder assessment. • 3D CAIPIRINHA MRI images enable rapid diagnosis of shoulder abnormalities without image quality degradation.
Collapse
|
41
|
van der Made AD, Smithuis FF, Buckens CF, Tol JL, Six WR, Lauf K, Peters RW, Kerkhoffs GM, Maas M. Good Interrater Reliability for Standardized MRI Assessment of Tendon Discontinuity and Tendon Retraction in Acute Proximal Full-Thickness Hamstring Tendon Injury. Am J Sports Med 2021; 49:2475-2481. [PMID: 34166119 PMCID: PMC8283186 DOI: 10.1177/03635465211021612] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
BACKGROUND Proximal full-thickness free hamstring tendon injury (ie, tendon avulsion or rupture) is a severe injury. Treatment decision making relies on clinical factors and magnetic resonance imaging (MRI) variables; it specifically relies on which tendons are injured as well as the extent of tendon retraction. According to a worldwide evaluation of current practice, discontinuity of both proximal tendons and retraction of >2 cm are used as surgical indications. However, both the diagnosis and the use of MRI variables in decision making may be fraught with uncertainty in clinical practice. A reliable standardized MRI assessment is required. PURPOSE To propose an MRI assessment for acute proximal full-thickness free hamstring tendon injury and to evaluate its interater reliability. STUDY DESIGN Cohort study (diagnosis); Level of evidence, 2. METHODS We included 40 MRI scans of patients with acute (≤4 weeks of injury) proximal full-thickness free hamstring tendon injury. Three musculoskeletal radiologists assessed proximal full-thickness free hamstring tendon discontinuity using the novel "dropped ice cream sign" and tendon retraction (in mm). Quantification of tendon retraction (in mm) was performed using 2 different methods: (1) a direct (ie, shortest distance between the center of the hamstring origin and the tendon stump) method and (2) a combined craniocaudal/mediolateral measurement method. Absolute and relative interrater reliability were calculated. RESULTS We found an almost perfect interrater agreement (kappa = 0.87) for assessment of full-thickness tendon discontinuity using the dropped ice cream sign. Interrater agreement for the direct and craniocaudal retraction measurements was good for both the conjoint (intraclass correlation coefficient [ICC], 0.88 and 0.83) and the semimembranosus tendons (ICC, 0.81 and 0.79). The mediolateral retraction measurement yielded only moderate to poor reliability for the conjoint (ICC, 0.53) and semimembranosus tendons (ICC, 0.41). CONCLUSION The standardized MRI assessment to identify proximal hamstring tendon discontinuity and quantify tendon retraction is reliable. We recommend using the novel dropped ice cream sign and the direct retraction measurement in clinical practice and research.
Collapse
Affiliation(s)
- Anne D. van der Made
- Department of Orthopedic Surgery, Amsterdam UMC, University of Amsterdam, Amsterdam Movement Sciences, Amsterdam, the Netherlands,Academic Center for Evidence-based Sports Medicine, Amsterdam UMC, Amsterdam, the Netherlands,Amsterdam Collaboration for Health and Safety in Sports, AMC/VUmc IOC Research Center, Amsterdam, the Netherlands,Anne D. van der Made, MD, Department of Orthopedic Surgery, University of Amsterdam, Meibergdreef 9, 1105AZ Amsterdam, the Netherlands () (Twitter: @AvanderMade)
| | - Frank F. Smithuis
- Academic Center for Evidence-based Sports Medicine, Amsterdam UMC, Amsterdam, the Netherlands,Amsterdam Collaboration for Health and Safety in Sports, AMC/VUmc IOC Research Center, Amsterdam, the Netherlands,Department of Radiology, Amsterdam UMC, University of Amsterdam, Amsterdam Movement Sciences, Amsterdam, the Netherlands
| | - Constantinus F. Buckens
- Department of Radiology and Nuclear Medicine, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Johannes L. Tol
- Department of Orthopedic Surgery, Amsterdam UMC, University of Amsterdam, Amsterdam Movement Sciences, Amsterdam, the Netherlands,Academic Center for Evidence-based Sports Medicine, Amsterdam UMC, Amsterdam, the Netherlands,Amsterdam Collaboration for Health and Safety in Sports, AMC/VUmc IOC Research Center, Amsterdam, the Netherlands
| | - Willem R. Six
- Department of Orthopedic Surgery, Amsterdam UMC, University of Amsterdam, Amsterdam Movement Sciences, Amsterdam, the Netherlands,Academic Center for Evidence-based Sports Medicine, Amsterdam UMC, Amsterdam, the Netherlands,Amsterdam Collaboration for Health and Safety in Sports, AMC/VUmc IOC Research Center, Amsterdam, the Netherlands
| | - Kenny Lauf
- Department of Orthopedic Surgery, Amsterdam UMC, University of Amsterdam, Amsterdam Movement Sciences, Amsterdam, the Netherlands,Academic Center for Evidence-based Sports Medicine, Amsterdam UMC, Amsterdam, the Netherlands,Amsterdam Collaboration for Health and Safety in Sports, AMC/VUmc IOC Research Center, Amsterdam, the Netherlands
| | - Rolf W. Peters
- Academic Center for Evidence-based Sports Medicine, Amsterdam UMC, Amsterdam, the Netherlands,Amsterdam Collaboration for Health and Safety in Sports, AMC/VUmc IOC Research Center, Amsterdam, the Netherlands,Department of Trauma Surgery, Amsterdam UMC, University of Amsterdam, Amsterdam Movement Sciences, Amsterdam, the Netherlands
| | - Gino M. Kerkhoffs
- Department of Orthopedic Surgery, Amsterdam UMC, University of Amsterdam, Amsterdam Movement Sciences, Amsterdam, the Netherlands,Academic Center for Evidence-based Sports Medicine, Amsterdam UMC, Amsterdam, the Netherlands,Amsterdam Collaboration for Health and Safety in Sports, AMC/VUmc IOC Research Center, Amsterdam, the Netherlands
| | - Mario Maas
- Academic Center for Evidence-based Sports Medicine, Amsterdam UMC, Amsterdam, the Netherlands,Amsterdam Collaboration for Health and Safety in Sports, AMC/VUmc IOC Research Center, Amsterdam, the Netherlands,Department of Radiology, Amsterdam UMC, University of Amsterdam, Amsterdam Movement Sciences, Amsterdam, the Netherlands
| |
Collapse
|
42
|
Lemberskiy G, Feiweier T, Gyftopoulos S, Axel L, Novikov DS, Fieremans E. Assessment of myofiber microstructure changes due to atrophy and recovery with time-dependent diffusion MRI. NMR IN BIOMEDICINE 2021; 34:e4534. [PMID: 34002901 DOI: 10.1002/nbm.4534] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/20/2020] [Revised: 03/24/2021] [Accepted: 04/15/2021] [Indexed: 06/12/2023]
Abstract
Current clinical MRI evaluation of musculature largely focuses on nonquantitative assessments (including T1-, T2- and PD-weighted images), which may vary greatly between imaging systems and readers. This work aims to determine the efficacy of a quantitative approach to study the microstructure of muscles at the cellular level with the random permeable barrier model (RPBM) applied to time-dependent diffusion tensor imaging (DTI) for varying diffusion time. Patients (N = 15, eight males and seven females) with atrophied calf muscles due to immobilization of one leg in a nonweight-bearing cast, were enrolled after providing informed consent. Their calf muscles were imaged with stimulated echo diffusion for DTI, T1-mapping and RPBM modeling. Specifically, After cast removal, both calf muscles (atrophied and contralateral control leg) were imaged with MRI for all patients, with follow-up scans to monitor recovery of the atrophied leg for six patients after 4 and 8 weeks. We compare RPBM-derived microstructural metrics: myofiber diameter, a, and sarcolemma permeability, κ, along with macroscopic anatomical parameters (muscle cross-sectional area, fiber orientation, <θ>, and T1 relaxation). ROC analysis was used to compare parameters between control and atrophied muscle, while the Friedman test was used to evaluate the atrophied muscle longitudinally. We found that the RPBM framework enables measurement of microstructural parameters from diffusion time-dependent DTI, of which the myofiber diameter is a stronger predictor of intramuscular morphological changes than either macroscopic (anatomical) measurements or empirical diffusion parameters. This work demonstrates the potential of RPBM to assess pathological changes in musculature that seem undetectable with standard diffusion and anatomical MRI.
Collapse
Affiliation(s)
- Gregory Lemberskiy
- Center for Biomedical Imaging, Department of Radiology, NYU School of Medicine, New York, New York, USA
| | | | - Soterios Gyftopoulos
- Center for Biomedical Imaging, Department of Radiology, NYU School of Medicine, New York, New York, USA
| | - Leon Axel
- Center for Biomedical Imaging, Department of Radiology, NYU School of Medicine, New York, New York, USA
| | - Dmitry S Novikov
- Center for Biomedical Imaging, Department of Radiology, NYU School of Medicine, New York, New York, USA
| | - Els Fieremans
- Center for Biomedical Imaging, Department of Radiology, NYU School of Medicine, New York, New York, USA
| |
Collapse
|
43
|
Raval P, Gibbs VN, Pandey R. Preoperative partial-thickness rotator cuff tears do not compromise anatomic total shoulder replacement outcomes: medium-term follow-up. J Shoulder Elbow Surg 2021; 30:871-876. [PMID: 32777477 DOI: 10.1016/j.jse.2020.07.037] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/19/2020] [Revised: 07/17/2020] [Accepted: 07/19/2020] [Indexed: 02/01/2023]
Abstract
BACKGROUND Reverse total shoulder replacement (TSR) in elderly patients with primary osteoarthritis (OA) and rotator cuff pathology is increasingly being performed. The purpose of our study was to determine the medium-term results of anatomic TSR for OA in patients with established preoperative partial-thickness rotator cuff tears on magnetic resonance imaging (MRI) scans. METHODS We reviewed a cohort of patients who had undergone anatomic TSR for OA with a preoperative MRI diagnosis of partial-thickness rotator cuff tear. Patients were assessed with preoperative and post operative Oxford Shoulder Scores, evaluation of their range-of-movement and clinical rotator cuff assessment. Anteroposterior and axillary radiographs were used to assess for any proximal humeral migration (using the Torchia classification) and any evidence of loosening. The Lazarus score was used to grade glenoid radiolucencies. RESULTS The study comprised 36 patients (14 men and 22 women) who underwent TSR and had partial-thickness rotator cuff tears on MRI; preoperatively, all showed mild to moderate fatty infiltration. The mean age of the patients was 79.2 years (range, 75-88 years); the mean follow-up period was 5.8 years (range, 5-9 years). Significant improvements in pain and range of movement were reported in all cases. At the final follow-up, the mean Oxford Shoulder Score was 42 points (range, 32-46 points), with a minimum improvement of 14 points (P = .001). External rotation (20° vs. 40°, P = .001), forward flexion (80° vs. 140°, P = .015), abduction (45° vs. 90°, P = .015), and internal rotation also improved. Lucencies were observed in 8 glenoids, with 6 showing grade 1 Lazarus changes, 2 showing grade 2, and none showing grade 3. There were no cases of implant loosening. Clinically, 4 patients had rotator cuff weakness but only 2 showed evidence of proximal migration. One patient remained satisfied, whereas the other patient, with moderate-grade proximal migration according to the Torchia classification, underwent revision for rotator cuff failure; one further patient underwent washout and DAIR (débridement, antibiotics, and implant retention) for infection. DISCUSSION There is a paucity of literature on whether a preoperative partial-thickness rotator cuff tear has an adverse effect on the outcome of TSR. Our results show that the presence of a partial cuff tear on preoperative MRI does not significantly affect function after anatomic TSR in the medium term. With anatomic TSR having less morbidity for patients and allowing greater potential options for revision, we believe that the use of reverse shoulder arthroplasty in this cohort of patients, with partial rotator cuff tears, may not be necessary and we advocate consideration of anatomic TSR in this patient group.
Collapse
Affiliation(s)
- Parag Raval
- Trauma and Orthopaedic Department, University Hospitals of Leicester, Leicester, UK.
| | - Victoria N Gibbs
- Trauma and Orthopaedic Department, University Hospitals of Leicester, Leicester, UK
| | - Radhakant Pandey
- Trauma and Orthopaedic Department, University Hospitals of Leicester, Leicester, UK
| |
Collapse
|
44
|
Klemt C, Simeone FJ, Melnic CM, Tirumala V, Xiong L, Kwon YM. MARS MRI assessment of fatty degeneration of the gluteal muscles in patients with THA: reliability and accuracy of commonly used classification systems. Skeletal Radiol 2021; 50:665-672. [PMID: 32935197 DOI: 10.1007/s00256-020-03611-9] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/06/2020] [Revised: 09/04/2020] [Accepted: 09/10/2020] [Indexed: 02/02/2023]
Abstract
INTRODUCTION Fatty degeneration of the gluteal muscles on metal artefact reduction sequence (MARS) MRI has been shown to correlate with poor functional outcomes, particularly in patients with total hip arthroplasty (THA). Standardized, reliable classification systems that permit assessment of fatty gluteal infiltration are needed for clinical decision making. This study aimed to compare the reproducibility and accuracy of commonly used MRI classification systems for fatty gluteal atrophy in THA patients. METHODS MARS magnetic resonance images of 82 patients with unilateral THA were analysed by three independent trained observers. The readers evaluated fatty degeneration of the gluteus minimus, gluteus medius, and gluteus maximus according to 3 widely used classification systems: Goutallier, Quartile, and Bal and Lowe. Interobserver and intraobserver repeatability were determined using the weighted Kappa test. Quantitative evaluation of the proportion of intramuscular fat based on MR signal intensities was obtained and represented the gold standard. RESULTS Mean interobserver agreement for the Quartile classification system (0.93) was higher compared with Goutallier classification system (0.87) and the Bal and Lowe classification system (0.83; range 0.79-0.88; p = 0.04). Intraobserver repeatability was significantly higher for the Quartile classification system (weighted kappa 0.91, 0.89, 0.85) compared with the Bal and Lowe classification system (weighted kappa 0.83, 0.77, 0.75; p < 0.01) and Goutallier classification system (weighted kappa 0.83, 0.77, 0.75; p = 0.04). Agreement with the gold standard measurements was significantly higher in the Quartile classification system (0.88, 0.84, 0.81) compared with the Goutallier classification system (0.80, 0.77, 0.78; p = 0.02) and Bal and Lowe classification system (0.76, 0.74, 0.73; p < 0.01). DISCUSSION This study directly compared three clinically used MRI classification systems for fatty gluteal muscle atrophy in THA patients. Our findings demonstrate that although all three classification systems demonstrate good reproducibility and accuracy, the Quartile classification system is superior to the others in terms of intraobserver reliability and accuracy to quantify fatty gluteal degeneration in THA patients.
Collapse
Affiliation(s)
- Christian Klemt
- Bioengineering Laboratory, Department of Orthopaedic Surgery, Massachusetts General Hospital, Harvard Medical School, 55 Fruit Street, Boston, MA, 02114, USA
| | - F Joseph Simeone
- Bioengineering Laboratory, Department of Orthopaedic Surgery, Massachusetts General Hospital, Harvard Medical School, 55 Fruit Street, Boston, MA, 02114, USA
| | - Christopher M Melnic
- Bioengineering Laboratory, Department of Orthopaedic Surgery, Massachusetts General Hospital, Harvard Medical School, 55 Fruit Street, Boston, MA, 02114, USA
| | - Venkatsaiakhil Tirumala
- Bioengineering Laboratory, Department of Orthopaedic Surgery, Massachusetts General Hospital, Harvard Medical School, 55 Fruit Street, Boston, MA, 02114, USA
| | - Liang Xiong
- Bioengineering Laboratory, Department of Orthopaedic Surgery, Massachusetts General Hospital, Harvard Medical School, 55 Fruit Street, Boston, MA, 02114, USA
| | - Young-Min Kwon
- Bioengineering Laboratory, Department of Orthopaedic Surgery, Massachusetts General Hospital, Harvard Medical School, 55 Fruit Street, Boston, MA, 02114, USA.
| |
Collapse
|
45
|
Abstract
Purpose Arthroscopic rotator cuff repair (ARCR) for relatively small rotator cuff tears (RCTs) has shown promising results; however, such surgery for larger tears often results in failure and poor clinical outcomes. One cause of failure is over-tension at the repair site that will be covered with the tendon stump. Reports on the clinical outcomes using ARCR with tension ≤ 30 N are lacking. This study aimed to evaluate ARCR outcomes and failure rates using less tension (30 N) and to assess the prognostic factors for failure. Methods Our study group comprised of 118 patients who underwent ARCR for full-thickness RCTs with full tendon stump coverage of the footprint with a tension of ≤ 30 N, measured using a tension meter; no additional procedures, such as margin convergence or footprint medialisation, were performed. The failure rate was calculated, and the prognostic factor for failure was assessed using multivariate regression analyses. Results There were seven cases of failure in the study group. Postoperatively, flexion and internal rotation ranges of motion, acromiohumeral interval, muscle strength, and clinical results improved significantly. Using multivariate regression analyses, intraoperative concomitant subscapularis tendon lesion and pre-operative infraspinatus tendon retraction, assessed using radial-sequence magnetic resonance imaging, were significantly correlated with post-ARCR failure using less tension (p = 0.030 and p = 0.031, respectively). Conclusion ARCR is likely to succeed for RCTs that can be extracted using tension ≤ 30 N. However, cases with more severe subscapularis tendon lesions and those with high infraspinatus tendon retraction may show surgical failure. Level of evidence LEVEL IV Retrospective case series
Collapse
|
46
|
|
47
|
Tsuchiya S, Davison EM, Rashid MS, Bois AJ, LeBlanc J, More KD, Lo IKY. Determining the rate of full-thickness progression in partial-thickness rotator cuff tears: a systematic review. J Shoulder Elbow Surg 2021; 30:449-455. [PMID: 32920110 DOI: 10.1016/j.jse.2020.08.022] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/14/2020] [Revised: 08/09/2020] [Accepted: 08/10/2020] [Indexed: 02/08/2023]
Abstract
BACKGROUND Partial-thickness rotator cuff tears are likely at least as common as full-thickness rotator cuff tears, and it is critical for surgeons to have knowledge of the tear progression rate of partial-thickness rotator cuff tears when determining surgical or nonsurgical treatment. However, a systematic review investigating the rate of tear progression of partial-thickness rotator cuff tears has not been performed. Therefore, the purpose of this study was to systematically review the literature and determine the rate of full-thickness progression in nonoperatively treated partial-thickness rotator cuff tears. METHODS A systematic review of the literature was performed following the PRISMA guidelines and checklist using the PubMed, MEDLINE, and Cochrane Library databases. English-language studies of Level I through IV evidence examining partial-thickness rotator cuff tears with description of the change in tear size were included. Studies using imaging modalities other than magnetic resonance imaging (MRI) or ultrasonography (US) for serial imaging and studies without description of the number of tears that progressed to full-thickness tears were excluded. The primary outcome was to determine the per-month progression rate from a partial-thickness tear to a full-thickness tear confirmed on either MRI or US. The progression rates, which were divided into 3 groups-symptomatic, asymptomatic and combined (asymptomatic + symptomatic)-were calculated using a random effects model with binomial within-study variance. RESULTS Four studies were included, and 257 tears were analyzed statistically for tear progression. The average follow-up was 34 months (standard deviation, 19 months). The overall rate of progression to a full-thickness tear was 0.26% per month (95% confidence interval [CI], 0.15%-0.36% per month). In the symptomatic and asymptomatic groups, the rates were 0.22% per month (95% CI, 0.09%-0.34% per month) and 0.32% per month (95% CI, 0.15%-0.49% per month), respectively, which showed no significant difference (P =.341). CONCLUSIONS This study demonstrated that partial-thickness tears progress to full-thickness tears over time but at a relatively low rate at short- to intermediate-term follow-up. There was no significant difference in the per-month rates of full-thickness progression between symptomatic and asymptomatic tears.
Collapse
Affiliation(s)
- Saho Tsuchiya
- Department of Surgery, Section of Orthopaedic Surgery, University of Calgary, Calgary, AB, Canada
| | - Erin M Davison
- Department of Surgery, Section of Orthopaedic Surgery, University of Calgary, Calgary, AB, Canada
| | - Mustafa S Rashid
- Nuffield Department of Orthopaedics, Rheumatology, and Musculoskeletal Sciences, University of Oxford, Oxford, UK
| | - Aaron J Bois
- Department of Surgery, Section of Orthopaedic Surgery, University of Calgary, Calgary, AB, Canada
| | - Justin LeBlanc
- Department of Surgery, Section of Orthopaedic Surgery, University of Calgary, Calgary, AB, Canada
| | - Kristie D More
- University of Calgary Sport Medicine Centre, University of Calgary, Calgary, AB, Canada
| | - Ian K Y Lo
- Department of Surgery, Section of Orthopaedic Surgery, University of Calgary, Calgary, AB, Canada.
| |
Collapse
|
48
|
McClellan PE, Kesavan L, Wen Y, Ina J, Knapik DM, Gillespie RJ, Akkus O, Webster-Wood VA. Volumetric MicroCT Intensity Histograms of Fatty Infiltration Correlate with the Mechanical Strength of Rotator Cuff Repairs: An Ex Vivo Rabbit Model. Clin Orthop Relat Res 2021; 479:406-418. [PMID: 33165033 PMCID: PMC7899568 DOI: 10.1097/corr.0000000000001540] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/08/2020] [Accepted: 09/28/2020] [Indexed: 01/31/2023]
Abstract
BACKGROUND Fatty infiltration of the rotator cuff occurs after injury to the tendon and results in a buildup of adipose in the muscle. Fatty infiltration may be a biomarker for predicting future injuries and mechanical properties after tendon repair. As such, quantifying fatty infiltration accurately could be a relevant metric for determining the success of tendon repairs. Currently, fatty infiltration is quantified by an experienced observer using the Goutallier or Fuchs staging system, but because such score-based quantification systems rely on subjective assessments, newer techniques using semiautomated analyses in CT and MRI were developed and have met with varying degrees of success. However, semiautomated analyses of CT and MRI results remain limited in cases where only a few two-dimensional slices of tissue are examined and applied to the three-dimensional (3-D) tissue structure. We propose that it is feasible to assess fatty infiltration within the 3-D volume of muscle and tendon in a semiautomated fashion by selecting anatomic features and examining descriptive metrics of intensity histograms collected from a cylinder placed within the central volume of the muscle and tendon of interest. QUESTIONS/PURPOSES (1) Do descriptive metrics (mean and SD) of intensity histograms from microCT images correlate with the percentage of fat present in muscle after rotator cuff repair? (2) Do descriptive metrics of intensity histograms correlate with the maximum load during mechanical testing of rotator cuff repairs? METHODS We developed a custom semiautomated program to generate intensity histograms based on user-selected anatomic features. MicroCT images were obtained from 12 adult female New Zealand White rabbits (age 8 to 12 months, weight 3.7 kg ± 5 kg) that were randomized to surgical repair or sham repair of an induced infraspinatus defect. Intensity histograms were generated from images of the operative and contralateral intact shoulder in these rabbits which were presented to the user in a random order without identifying information to minimize sources of bias. The mean and SD of the intensity histograms were calculated and compared with the total percentage of the volume threshold as fat. Patterns of fat identified were qualitatively compared with histologic samples to confirm that thresholding was detecting fat. We conducted monotonic tensile strength-to-failure tests of the humeral-infraspinatus bone-tendon-muscle complex, and evaluated associations between histogram mean and SDs and maximum load. RESULTS The total percentage of fat was negatively correlated with the intensity histogram mean (Pearson correlation coefficient -0.92; p < 0.001) and positively with intensity histogram SD (Pearson correlation coefficient 0.88; p < 0.001), suggesting that the increase in fat leads to a reduction and wider variability in volumetric tissue density. The percentage of fat content was also negatively correlated with the maximum load during mechanical testing (Pearson correlation coefficient -78; p = 0.001), indicating that as the percentage of fat in the volume increases, the mechanical strength of the repair decreases. Furthermore, the intensity histogram mean was positively correlated with maximum load (Pearson correlation coefficient 0.77; p = 0.001) and histogram SD was negatively correlated with maximum load (Pearson correlation coefficient -0.72; p = 0.004). These correlations were strengthened by normalizing maximum load to account for animal size (Pearson correlation coefficient 0.86 and -0.9, respectively), indicating that as histogram mean decreases, the maximum load of the repair decreases and as histogram spread increases, the maximum load decreases. CONCLUSION In this ex vivo rabbit model, a semiautomated approach to quantifying fat on microCT images was a noninvasive way of quantifying fatty infiltration associated with the strength of tendon healing. CLINICAL RELEVANCE Histogram-derived variables may be useful as surrogate measures of repair strength after rotator cuff repair. The preclinical results presented here provide a foundation for future studies to translate this technique to patient studies and additional imaging modalities. This semiautomated method provides an accessible approach to quantification of fatty infiltration by users of varying experience and can be easily adapted to any intensity-based imaging approach. To translate this approach to clinical practice, this technique should be calibrated for MRI or conventional CT imaging and applied to patient scans. Further investigations are needed to assess the correlation of volumetric intensity histogram descriptive metrics to clinical mechanical outcomes.
Collapse
Affiliation(s)
- Phillip E McClellan
- P. E. McClellan, Y. Wen, O. Akkus, Department of Mechanical Engineering, Case Western Reserve University, Cleveland, OH, USA
- O. Akkus, Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, USA
- L. Kesavan, V. A. Webster-Wood, Department of Mechanical Engineering, Carnegie Mellon University, Pittsburgh, PA, USA
- L. Kesavan, V. A. Webster-Wood, Department of Biomedical Engineering, Mellon University, Pittsburgh, PA, USA
- V. A. Webster-Wood, McGowan Institute of Regenerative Medicine, Carnegie Mellon University, Pittsburgh, PA, USA
- J. Ina, D. M. Knapik, R. J. Gillespie, O. Akkus, Department of Orthopaedic Surgery, University Hospitals of Cleveland, Cleveland, OH, USA
| | - Lekha Kesavan
- P. E. McClellan, Y. Wen, O. Akkus, Department of Mechanical Engineering, Case Western Reserve University, Cleveland, OH, USA
- O. Akkus, Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, USA
- L. Kesavan, V. A. Webster-Wood, Department of Mechanical Engineering, Carnegie Mellon University, Pittsburgh, PA, USA
- L. Kesavan, V. A. Webster-Wood, Department of Biomedical Engineering, Mellon University, Pittsburgh, PA, USA
- V. A. Webster-Wood, McGowan Institute of Regenerative Medicine, Carnegie Mellon University, Pittsburgh, PA, USA
- J. Ina, D. M. Knapik, R. J. Gillespie, O. Akkus, Department of Orthopaedic Surgery, University Hospitals of Cleveland, Cleveland, OH, USA
| | - Yujing Wen
- P. E. McClellan, Y. Wen, O. Akkus, Department of Mechanical Engineering, Case Western Reserve University, Cleveland, OH, USA
- O. Akkus, Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, USA
- L. Kesavan, V. A. Webster-Wood, Department of Mechanical Engineering, Carnegie Mellon University, Pittsburgh, PA, USA
- L. Kesavan, V. A. Webster-Wood, Department of Biomedical Engineering, Mellon University, Pittsburgh, PA, USA
- V. A. Webster-Wood, McGowan Institute of Regenerative Medicine, Carnegie Mellon University, Pittsburgh, PA, USA
- J. Ina, D. M. Knapik, R. J. Gillespie, O. Akkus, Department of Orthopaedic Surgery, University Hospitals of Cleveland, Cleveland, OH, USA
| | - Jason Ina
- P. E. McClellan, Y. Wen, O. Akkus, Department of Mechanical Engineering, Case Western Reserve University, Cleveland, OH, USA
- O. Akkus, Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, USA
- L. Kesavan, V. A. Webster-Wood, Department of Mechanical Engineering, Carnegie Mellon University, Pittsburgh, PA, USA
- L. Kesavan, V. A. Webster-Wood, Department of Biomedical Engineering, Mellon University, Pittsburgh, PA, USA
- V. A. Webster-Wood, McGowan Institute of Regenerative Medicine, Carnegie Mellon University, Pittsburgh, PA, USA
- J. Ina, D. M. Knapik, R. J. Gillespie, O. Akkus, Department of Orthopaedic Surgery, University Hospitals of Cleveland, Cleveland, OH, USA
| | - Derrick M Knapik
- P. E. McClellan, Y. Wen, O. Akkus, Department of Mechanical Engineering, Case Western Reserve University, Cleveland, OH, USA
- O. Akkus, Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, USA
- L. Kesavan, V. A. Webster-Wood, Department of Mechanical Engineering, Carnegie Mellon University, Pittsburgh, PA, USA
- L. Kesavan, V. A. Webster-Wood, Department of Biomedical Engineering, Mellon University, Pittsburgh, PA, USA
- V. A. Webster-Wood, McGowan Institute of Regenerative Medicine, Carnegie Mellon University, Pittsburgh, PA, USA
- J. Ina, D. M. Knapik, R. J. Gillespie, O. Akkus, Department of Orthopaedic Surgery, University Hospitals of Cleveland, Cleveland, OH, USA
| | - Robert J Gillespie
- P. E. McClellan, Y. Wen, O. Akkus, Department of Mechanical Engineering, Case Western Reserve University, Cleveland, OH, USA
- O. Akkus, Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, USA
- L. Kesavan, V. A. Webster-Wood, Department of Mechanical Engineering, Carnegie Mellon University, Pittsburgh, PA, USA
- L. Kesavan, V. A. Webster-Wood, Department of Biomedical Engineering, Mellon University, Pittsburgh, PA, USA
- V. A. Webster-Wood, McGowan Institute of Regenerative Medicine, Carnegie Mellon University, Pittsburgh, PA, USA
- J. Ina, D. M. Knapik, R. J. Gillespie, O. Akkus, Department of Orthopaedic Surgery, University Hospitals of Cleveland, Cleveland, OH, USA
| | - Ozan Akkus
- P. E. McClellan, Y. Wen, O. Akkus, Department of Mechanical Engineering, Case Western Reserve University, Cleveland, OH, USA
- O. Akkus, Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, USA
- L. Kesavan, V. A. Webster-Wood, Department of Mechanical Engineering, Carnegie Mellon University, Pittsburgh, PA, USA
- L. Kesavan, V. A. Webster-Wood, Department of Biomedical Engineering, Mellon University, Pittsburgh, PA, USA
- V. A. Webster-Wood, McGowan Institute of Regenerative Medicine, Carnegie Mellon University, Pittsburgh, PA, USA
- J. Ina, D. M. Knapik, R. J. Gillespie, O. Akkus, Department of Orthopaedic Surgery, University Hospitals of Cleveland, Cleveland, OH, USA
| | - Victoria A Webster-Wood
- P. E. McClellan, Y. Wen, O. Akkus, Department of Mechanical Engineering, Case Western Reserve University, Cleveland, OH, USA
- O. Akkus, Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, USA
- L. Kesavan, V. A. Webster-Wood, Department of Mechanical Engineering, Carnegie Mellon University, Pittsburgh, PA, USA
- L. Kesavan, V. A. Webster-Wood, Department of Biomedical Engineering, Mellon University, Pittsburgh, PA, USA
- V. A. Webster-Wood, McGowan Institute of Regenerative Medicine, Carnegie Mellon University, Pittsburgh, PA, USA
- J. Ina, D. M. Knapik, R. J. Gillespie, O. Akkus, Department of Orthopaedic Surgery, University Hospitals of Cleveland, Cleveland, OH, USA
| |
Collapse
|
49
|
Lawrence RL, Ruder MC, Moutzouros V, Makhni EC, Muh SJ, Siegal D, Soliman SB, van Holsbeeck M, Bey MJ. Ultrasound shear wave elastography and its association with rotator cuff tear characteristics. JSES Int 2021; 5:500-506. [PMID: 34136861 PMCID: PMC8178591 DOI: 10.1016/j.jseint.2020.11.008] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022] Open
Abstract
Background Approximately 20-60% of rotator cuff repairs fail with higher failure rates in patients with larger or more chronic tears. Although MRI provides an objective estimate of tear size, it can only provide qualitative descriptions of tear chronicity. By contrast, ultrasound shear wave elastography (SWE) may assess tear chronicity by estimating tissue mechanical properties (ie, shear modulus). Furthermore, SWE imaging does not share many of the challenges associated with MRI (eg, high cost, risk of claustrophobia). Therefore, the objective of this study was to determine the extent to which estimated supraspinatus shear modulus is associated with conventional MRI-based measures of rotator cuff tear size and chronicity. Methods Shear modulus was estimated using ultrasound SWE in two regions of the supraspinatus (intramuscular tendon, muscle belly) under two contractile conditions (passive, active) in 22 participants with full-thickness rotator cuff tears. The extent to which estimated supraspinatus shear modulus is associated with conventional MRI measures of tear size and chronicity was assessed using correlation coefficients and Kruskal-Wallis tests, as appropriate. Results Estimated shear modulus was not significantly associated with anterior/posterior tear size (P > .09), tear retraction (P > .20), occupation ratio (P > .11), or fatty infiltration (P > .30) under any testing condition. Discussion Although ultrasound SWE measurements have been shown to be altered in the presence of various tendinopathies, the findings of this study suggest the utility of ultrasound SWE in this population (ie, patients with a small to medium supraspinatus rotator cuff tear) before surgical rotator cuff repair remains unclear.
Collapse
Affiliation(s)
| | - Matthew C Ruder
- Bone and Joint Center, Henry Ford Health System, Detroit, MI, USA
| | - Vasilios Moutzouros
- Department of Orthopaedic Surgery, Henry Ford Health System, Detroit, MI, USA
| | - Eric C Makhni
- Department of Orthopaedic Surgery, Henry Ford Health System, Detroit, MI, USA
| | - Stephanie J Muh
- Department of Orthopaedic Surgery, Henry Ford Health System, Detroit, MI, USA
| | - Daniel Siegal
- Department of Radiology, Henry Ford Health System, Detroit, MI, USA
| | - Steven B Soliman
- Department of Radiology, Henry Ford Health System, Detroit, MI, USA
| | | | - Michael J Bey
- Bone and Joint Center, Henry Ford Health System, Detroit, MI, USA
| |
Collapse
|
50
|
Abstract
PURPOSE OF REVIEW This review presents epidemiology, etiology, management, and surgical outcomes of rotator cuff injuries in tennis players. RECENT FINDINGS Rotator cuff injuries in tennis players are usually progressive overuse injuries ranging from partial-thickness articular- or bursal-sided tears to full-thickness tears. Most injuries are partial-thickness articular-sided tears, while full-thickness tears tend to occur in older-aged players. The serve is the most energy-demanding motion in the sport, and it accounts for 45 to 60% of all strokes performed in a tennis match, putting the shoulder at increased risk of overuse injury and rotator cuff tears. Studies have shown deficits in shoulder range of motion and scapular dyskinesia to occur even acutely after a tennis match. First-line treatment for rotator cuff injuries in any overhead athlete consists of conservative non-operative management with appropriate rest, anti-inflammatory drugs, followed by a specific rehabilitation program. Operative treatment is usually reserved for older-aged players and to those who fail to return to play after conservative measures. Surgical options include rotator cuff debridement with or without tendon repair, biceps tenodesis, and labral procedures. Unlike rotator cuff repairs in the general population, repairs in the elite tennis athlete have less than ideal rates of return to sport to the same level of performance. Rotator cuff injuries are a common cause of pain and dysfunction in tennis players and other overhead athletes. The etiology of rotator cuff tears in tennis players is multifactorial and usually results from microtrauma and internal impingement in the younger athlete leading to partial tearing and degenerative full-thickness tears in older players. Surgical treatment is pursued in athletes who are still symptomatic despite an extensive course of non-operative treatment as outcomes with regard to returning to sport to the same pre-injury level are modest at best. Debridement alone is usually preferred over rotator cuff repairs for partial tears in younger players due to potential over-constraining of the shoulder joint and decreased rates of return to sport after rotator cuff repairs.
Collapse
Affiliation(s)
- Rami G. Alrabaa
- Department of Orthopedic Surgery, Columbia University Medical Center, 622 W 168th Street, PH-11, New York, NY 10032 USA
| | - Mario H. Lobao
- Department of Orthopedic Surgery, Columbia University Medical Center, 622 W 168th Street, PH-11, New York, NY 10032 USA
| | - William N. Levine
- Department of Orthopedic Surgery, Columbia University Medical Center, 622 W 168th Street, PH-11, New York, NY 10032 USA
| |
Collapse
|