574 results on '"Joseph D, Zuckerman"'
Search Results
2. Increasing Diversity in Orthopaedic Surgery Residency
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Hans K. Owuor, BS, Eric J Strauss, MD, FAOA, Toni McLaurin, MD, FAOA, Joseph D Zuckerman, MD, FAOA, and Kenneth A. Egol, MD, FAOA
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Orthopedic surgery ,RD701-811 - Abstract
Introduction:. African American, Hispanic, Asian, and Pacific Islanders are groups who are underrepresented in medicine (URM groups). Similarly, although women comprise more than 50% of medical students in the United States, women comprise a smaller percentage of all orthopaedic surgery trainees. Therefore, underrepresented in orthopaedics (URiO) represents the URM groups and women. The purpose of this study is to examine the impact of specific steps to recruit a qualified, diverse trainee complement within a single academic orthopaedic surgery residency program between 2000 and 2023. We aim to explore changes in the representation of URiO during this period as well as explore the strategies and programs implemented by the department that may have impacted recruitment of a diverse complement of trainees. Methods:. Match lists from a large, academic, orthopaedic surgery residency between 2000 and 2023 were collected and reviewed for racial and gender data. Match lists were then divided into 6-year quantiles to identify any trends in the recruitment of URiO students. Self-reported racial and gender data from Electronic Residency Application Service applicant reports and the Accreditation Council for Graduate Medical Education (ACGME) data books between 2018 and 2022 were collected and reviewed. In addition, the department's strategies implemented during the study period with the goal of enhancing URiO exposure to orthopaedic surgery were also explored. Results:. The department implemented proactive strategies to increase exposure to orthopaedic surgery for URiO students. An increase in URiO representation was noted between 2000 and 2023 with Hispanic, Black/African American, and Native Hawaiian/Pacific Islander resident representation increasing by 5%, 11%, and 1%, respectively. In addition, women representation increased by 27% between 2000 and 2023. The overall attrition rate among URiO residents was 1% with only one resident not completing the program. Self-reported racial and gender data from ACGME data books demonstrated that Black/African American, Hispanic, and Native Hawaiian/Pacific Islander residents comprised 5%, 4%, and 0.04%, respectively, of orthopaedic surgery residents between 2018 and 2022. Conclusions:. These results provide insight for other programs to use similar strategies to potentially improve recruitment, retain, and provide support to URiO residents.
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- 2024
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3. Two-year minimum survivorship and radiographic analysis of a pressfit short humeral stem for total shoulder arthroplasty
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Gabriel Larose, MD, William R. Aibinder, MD, Alexander T. Greene, BS, Christopher P. Roche, MSE, MBA, Sean Grey, MD, Kenneth J. Faber, MD, Howard Routman, DO, Samuel Antuña, MD, Thomas Wright, MD, Pierre-Henri Flurin, MD, Joseph D. Zuckerman, MD, and Mandeep S. Virk, MD
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Total shoulder arthroplasty ,Short stem ,Stress shielding ,Canal filling ,Radiographic outcomes ,Orthopedic surgery ,RD701-811 ,Diseases of the musculoskeletal system ,RC925-935 - Abstract
Background: Newer generation humeral stem designs in total shoulder arthroplasty (TSA) are trending towards shorter lengths and uncemented fixation. The goal of this study is to report a 2-yr minimum clinical and radiographic outcomes of an uncemented short-stem press-fit humeral stem in anatomic total shoulder arthroplasty (ATSA) and reverse total shoulder arthroplasty (RTSA). Methods: A retrospective multicenter database review was performed of all patients who received an uncemented short-length press-fit humeral stem (Equinoxe Preserve humeral stem, Exactech, Inc., Gainesville, FL, USA) in ATSA and RTSA with a minimum two-year follow-up. The primary outcome was the prevalence of humeral stems at risk of radiographic loosening. Secondary outcomes included evaluation of functional outcome scores and prevalence of revision TSA for humeral stem loosening. Two blinded observers performed radiographic analyses, which included humeral stem alignment, canal filling ratio, radiolucent lines, stress shielding (calcar and greater tuberosity), and changes in component position (subsidence and stem shift). At risk stems were defined by the presence of one or more of the following: humeral stem with shifting or subsidence, scalloping of the humeral cortex, or radiolucent lines measuring 2 mm or greater in 3 or more zones. Results: 287 patients (97 ATSA and 190 RTSA) were included in this study. The mean follow-up was 35.9 (±6.1) months. There were significant improvements for all functional outcome scores (P
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- 2024
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4. Analysis of factors associated with patient-reported outcome (PRO) score completion rate one year after shoulder surgeries
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Paul V. Romeo, BS, Aidan G. Papalia, BS, Matthew G. Alben, BS, Luilly Vargas, MD, Joseph D. Zuckerman, MD, and Mandeep S. Virk, MD
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Response rate ,Survey completion ,Nonresponse bias ,Patient-reported outcomes ,Survey responsiveness ,Patient follow-up ,Orthopedic surgery ,RD701-811 ,Diseases of the musculoskeletal system ,RC925-935 - Abstract
Background: Patient-reported outcome measurements (PROMs) are important metrics for monitoring improvements following shoulder surgery. Despite the easy accessibility of electronic PROM surveys, completion rates vary, and factors predictive of survey completion for patients enrolled in medical survey follow-up after shoulder surgery remain largely unknown. The purpose of this study is to investigate survey completion rates for common shoulder procedures and identify factors predictive of PROM completion at one-year postoperatively. We hypothesize that the response rate to shoulder PROMs may vary by the shoulder procedure type after surgery. Methods: Patients undergoing total shoulder arthroplasty (TSA), rotator cuff repair (RCR), and instability surgery (Latarjet procedure [LP], and arthroscopic Bankart repair [ABR]) from 2019 to 2021 were prospectively enrolled. Each patient was administered PROM surveys via email preoperatively and at 2-weeks, 6-weeks, 3-months, 6-months, and 12-months following surgery. Demographics and socioeconomic characteristics were collected from our institutional database. The primary outcome studied was survey completion rate by procedure. Multivariable logistic regression was performed to identify factors predictive of completing 12-month follow-up. Results: A total of 514 (251 TSA, 194 RCR, and 69 instability surgery (35 LP, 34 ABR)) patients with an average age of 58 ± 15 years were included in this study. Overall, the 12-month survey completion rate for all procedures was 57.2%. TSA had the highest completion rate (64.9%), followed by RCR (52.1%), ABR (44.2%), and LP (42.9%). ABR and LP demonstrated more than a 50% drop in survey response at 2 weeks, and the RCR cohort demonstrated an increased attrition in survey response at the 6-month mark. Patients who completed the 12-month follow-up survey were older [61 ± 14 vs. 54 ± 17; P
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- 2024
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5. No difference in complications between two-week vs. six-week duration of sling immobilization after reverse total shoulder arthroplasty
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Matthew G. Alben, DO, Neil Gambhir, DO, Matthew T. Kingery, MD, Robert Halpern, DO, Aidan G. Papalia, MBA, Young W. Kwon, MD, PhD, Joseph D. Zuckerman, MD, and Mandeep S. Virk, MD
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Reverse ,Total ,Shoulder ,Joint ,Arthroplasty ,Postoperative ,Orthopedic surgery ,RD701-811 ,Diseases of the musculoskeletal system ,RC925-935 - Abstract
Background: The purpose of our study was to compare the outcomes and complications after a two- vs. six-week duration of sling immobilization following reverse total shoulder arthroplasty (rTSA). Methods: We conducted a retrospective review from our institutional database on 960 patients treated by primary rTSA between 2011 and 2021. Patients were separated into two cohorts of postoperative sling immobilization (a two-week and six-week group). Multivariate analysis was conducted to evaluate what factors were associated with patients experiencing either a postoperative complication or requiring reoperation. Results: A total of 276 patients were instructed to keep their operative arm in a sling for six weeks postoperatively, and 684 patients discontinued use at two weeks. There was no difference in postoperative complication rate (15.0% vs. 12.0%, P = .21), dislocation rate (P = .79), acromion stress fractures (P = .06), implant loosening (P = .15), and periprosthetic joint infections (P = .48) between the six- and two-week sling cohorts. In the immediate 90-day postoperative time period, no difference was seen in the reoperation rates (P = .73). Discussion: Shorter duration of sling immobilization (two weeks) does not incur additional risk of complications compared to standard duration (six weeks) of sling immobilization following rTSA.
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- 2023
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6. Comparison of trends of inpatient charges among primary and revision shoulder arthroplasty over a decade: a regional database study
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Trevor Simcox, MD, Aidan G. Papalia, BS, Brandon Passano, MD, Utkarsh Anil, MD, Charles Lin, MD, William Mitchell, MD, Joseph D. Zuckerman, MD, and Mandeep S. Virk, MD
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Shoulder arthroplasty ,Reverse total shoulder arthroplasty ,Anatomic total shoulder arthroplasty ,Hemiarthroplasty ,Trends ,Inpatient charges ,Orthopedic surgery ,RD701-811 ,Diseases of the musculoskeletal system ,RC925-935 - Abstract
Background: This study examined trends in inpatient charges for primary anatomic total shoulder arthroplasty (aTSA) and reverse total shoulder arthroplasty (rTSA), hemiarthroplasty (HA), and revision total shoulder arthroplasty (revTSA) over the past decade. Methods: The New York Statewide Planning and Research Cooperative System was queried for patients undergoing primary aTSA, rTSA, HA, and revTSA from 2010 to 2020 using International Classification of Diseases procedure codes. The primary outcome measured was total charges per encounter. Secondary outcomes included accommodation and ancillary charges, charges covered by insurance, and facility volume. Ancillary charges were defined as fees for diagnostic and therapeutic services and accommodation charges were defined as fees associated with room and board. Subgroup analysis was performed to assess differences between high- and low-volume centers. Results: During the study period, 46,044 shoulder arthroplasty cases were performed: 18,653 aTSA, 4002 HA, 19,253 rTSA, and 4136 revTSA. An exponential increase in rTSA (2428%) and considerable decrease in HA (83.9%) volumes were observed during this period. Total charges were the highest for rTSA and revTSA and the lowest for aTSA. Subgroup analysis of revTSA by indication revealed that total charges were the highest for periprosthetic fractures. For aTSA, rTSA, and HA, high-volume centers achieved significantly lower total charges compared to low-volume centers. Over the study period, total inpatient charges increased by 57.2%, 38.4%, 102.4%, and 68.4% for aTSA, rTSA, HA, and revTSA, outpacing the inflation rate of 18.7%. Conclusion: Total inpatient charges for all arthroplasty types increased dramatically from 2010 to 2020, outpacing inflation rates, but high-volume centers demonstrated greater success at mitigating charge increases compared to low-volume centers.
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- 2023
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7. Polyethylene liner dissociation from humeral tray: impediment to closed reduction of dislocated reverse total shoulder replacement
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Michael Doran, MD, Michael A. Boin, MD, Utkarsh Anil, MD, Sebastian Bustamante, BS, Young W. Kwon, MD, PhD, Joseph D. Zuckerman, MD, and Mandeep S. Virk, MD
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Polyethylene dissociation ,Revision TSA ,RTSA instability ,Closed reduction ,Reverse total shoulder arthroplasty ,Orthopedic surgery ,RD701-811 ,Diseases of the musculoskeletal system ,RC925-935 - Abstract
Background: Instability is one of the leading causes of revision for reverse total shoulder arthroplasty (RTSA). Closed reduction (CR) of a dislocated RTSA is recommended by many as initial treatment with varying degrees of success. In this study, we describe polyethylene liner dissociation from the humeral tray (PDH) as a cause of failure of CR of dislocated RTSA. Methods: In this retrospective study, patients who underwent revision RTSA for instability were identified through our institutional database review using specific International Classification of Diseases and Current Procedural Terminology codes. Pertinent clinical information including demographics, details of instability event (early vs. late), traumatic vs. atraumatic, outcomes of CR (if performed), and intraoperative findings during revision surgery were collected and analyzed. Results: Twenty-two patients met the inclusion criteria with average follow-up of 2 years. CR was attempted in 12 (55%) patients, prior to revision surgery, and was successful in 5 (23%) patients. During the revision surgery polyethylene liner dissociation from the humeral tray (PDH) was identified in 10 patients (45%). Five of these 10 patients had failed CR and the other 5 patients did not undergo CR due to primary surgeon’s preference. All patients with PDH event had onlay humeral tray RTSA system. Although not a consistent radiographic finding in our series, the presence of the metallic glenosphere in direct contact with the humeral tray on anteroposterior or axillary radiographs was diagnostic for PDH. Conclusion: Dissociation of polyethylene liner from the humeral tray can be associated with an RTSA dislocation and is a contraindication for CR. A radiographic finding of the metallic humeral tray articulating directly with the glenosphere is an indication that the polyethylene liner is dissociated from the humeral tray.
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- 2023
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8. Prognostic factors associated with improvements in patient-reported outcomes in idiopathic adhesive capsulitis
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Paul V. Romeo, BS, Aidan G. Papalia, BS, Matthew G. Alben, BS, Neil Gambhir, BS, Dhruv Shankar, BS, Andrew S. Bi, MD, Joseph D. Zuckerman, MD, and Mandeep S. Virk, MD
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Adhesive capsulitis ,Frozen shoulder ,PROMIS ,Upper extremity ,Factors ,Patient-reported outcomes ,Orthopedic surgery ,RD701-811 ,Diseases of the musculoskeletal system ,RC925-935 - Abstract
Background: The purpose of this study was to identify prognostic factors that are associated with improvements in patient-reported outcomes measures (PROMs) related to upper extremity function and pain in those suffering from idiopathic adhesive capsulitis. Methods: All patients treated conservatively for primary idiopathic adhesive capsulitis were identified from our institutional database between 2019 and 2021. Exclusion criteria included any patients treated surgically, follow-up less than one year, or incomplete survey results. PROMs including Patient-Reported Outcomes Measurement Information System (PROMIS) Upper Extremity Computer Adaptive Test Version 2.0 (P-UE), Pain Interference (P-Interference), Pain Intensity (P-Intensity), and visual analog scale (VAS) pain scores. They were obtained at initial consultation and at one year to assess patient-perceived impact of their condition. Multiple linear and multivariable logistic regressions were performed to identify factors associated with improvement in patient-perceived pain and shoulder function using final PROM scores and difference in PROM scores from initial consultation. An independent t-test was used to compare baseline and one-year minimum follow-up PROMs. Odds ratios and their 95% confidence intervals were calculated for each factor; a P value of < .05 was considered statistically significant. Results: A total of 56 patients (40 females and 16 males) were enrolled in the study with an average age of 54.7 ± 7.7 years. A significant improvement (P
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- 2023
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9. Patterns of limitations in activities of daily living, sleep, and pain in the early postoperative period following total shoulder arthroplasty: a prospective study
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Oluwadamilola Kolade, MD, Niloy Ghosh, MD, Daniel Buchalter, MD, Yoav Rosenthal, MD, Joseph D. Zuckerman, MD, and Mandeep S. Virk, MD
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Activities of daily living ,Total shoulder arthroplasty ,Reverse shoulder arthroplasty ,Shoulder pain ,Sleep disturbances ,Visual analog scale ,Orthopedic surgery ,RD701-811 ,Diseases of the musculoskeletal system ,RC925-935 - Abstract
Background: The aim of this study is to investigate the pattern of changes in activities of daily living (ADLs), sleep disturbance, and pain in the early postoperative period following a total shoulder arthroplasty (TSA). Methods: Prospective data on patterns of limitation in ADLs, sleep disturbance, and pain were collected from patients undergoing elective TSA preoperatively and at specific time points postoperatively (2, 6, and 12 weeks). At each time point, patients were asked regarding the major limitation affecting their shoulder. Limitations in ADLs and sleep disturbances were scored on a 3-point scale (0 = unable to do, 3 = no difficulty) modeled after the ADL which require active external rotation score and visual analog scale scores were used for pain. Patient responses were analyzed with respect to patient factors (demographics, arm dominance, function of opposite arm, and ambulation status), and living situation (alone, or with caregiver). Results: Shoulder pain (43%) and inability to perform ADLs (38%) were the 2 most commonly reported limitations prior to undergoing TSA. Patients noticed progressive improvements in pain with 37% reductions in visual analog scale scores at 2 weeks and 67% reduction at 3 months. At 2 weeks after TSA, sleep disturbances were the most disabling issue in 33% of the cohort, with considerable improvements (104%) in sleep scores at 3 months compared to pre-op. The ADLs involving forward elevation and working at the waist level improved considerably between 6 weeks and 3 months, but activities involving rotation including reaching behind the back, across the chest, and use of strength showed mild improvements by 3 months. Conclusion: This prospective study demonstrates the chronology of improvements in pattern of limitations experienced by patients with respect to pain, sleep, and ADLs in the early postoperative period after TSA. Majority of patients can expect to have 2/3 resolution of pain, improved sleep, and improvement in ADLs involving forward elevation and waist level function by 3 months.
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- 2023
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10. Analysis of patient's willingness and concerns for discharge following shoulder arthroplasty
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Kevin M. Magone, MD, Erel Ben-Ari, MD, Dan Gordan, BS, Yaniv Pines, BS, Michael A. Boin, MD, Young W. Kwon, MD, PhD, Joseph D. Zuckerman, MD, and Mandeep S. Virk, MD
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Shoulder ,Shoulder arthroplasty ,Patient discharge ,Patient disposition ,Discharge barriers ,Length of stay ,Orthopedic surgery ,RD701-811 ,Diseases of the musculoskeletal system ,RC925-935 - Abstract
Background: Patient's willingness and barriers for discharge after shoulder arthroplasty (SA) has not been studied. The aim of this study was to prospectively analyze patient's willingness for discharge and barriers to discharge beyond postoperative day #1 (POD#1) after SA. Methods: In this prospective study, patients undergoing primary or revision SA (anatomic, reverse, or hemiarthroplasty) at our institution were enrolled to determine their willingness and concerns for discharge after SA. Patient's willingness for discharge was inquired daily until discharge. Demographic information, patient's medical history, intraoperative details (duration of surgery, estimated blood loss, intraoperative complication), discharge disposition, length of stay (LOS), and reasons for extension of LOS beyond POD#1 were analyzed. Results: A total of 184 patients who underwent SA were included. Eight patients were discharged on POD#0, 114 patients on POD#1, 37 patients on POD#2, and 25 patients after POD#2. One hundred nineteen (119) patients were discharged to home, 40 were discharged to home with services, 15 were discharged to nursing facilities, and 10 were discharged to rehabilitation centers. Reasons for extension of LOS past POD#1 included patients failing to clear home safety evaluation (n = 4), inadequate pain control (n = 6), worsening of preexisting medical conditions (n = 8), delay in patient disposition (awaiting placement in a rehabilitation facility [n = 6] and awaiting culture results [n = 9]). Social reasons (n = 29) were the most common reasons for extension of LOS. These included patients requesting an extra day of stay (n = 20), patients requesting rehabilitation facility placement (n = 5), lack of a timely ride home (n = 2), and family-related reasons (death in the family [n = 1], lack of home help [n = 1]). Conclusions: This prospective study demonstrates modifiable factors associated with LOS beyond POD#1 (inadequate pain control, logistic delays in disposition, and patient-related social concerns) after SA. With increasing interest in same-day discharge and rising concerns to control cost and use bundled payment initiatives with SA, improving patient's willingness to discharge by addressing their concerns can improve early discharge after SA.
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- 2022
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11. Outcomes of reverse shoulder arthroplasty following failed superior capsular reconstruction
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Kevin M. Magone, MD, Yaniv Pines, MD, Dan Gordon, MD, Erel Ben-Ari, MD, Young W. Kwon, MD, PhD, Joseph D. Zuckerman, MD, and Mandeep S. Virk, MD
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Superior capsular reconstruction (SCR) ,Irreparable rotator cuff tear ,Rotator cuff tear ,Reverse total shoulder arthroplasty ,Failed superior capsular reconstruction ,Failed rotator cuff repair ,Orthopedic surgery ,RD701-811 ,Diseases of the musculoskeletal system ,RC925-935 - Abstract
Background: History of prior rotator cuff repair (RCR) may adversely affect the outcomes of reverse total shoulder arthroplasty (RTSA), but there is no information regarding the influence of prior superior capsular reconstruction (SCR) surgery on the outcomes of RTSA. The purpose of this study is to evaluate the outcomes of RTSA following failed arthroscopic SCR. Methods: All patients who underwent RTSA for failed SCR (SCR cohort) at our institution were identified from our institutional database. A comparative cohort of patients who had RTSA with a history of failed RCR (Control cohort) was also reviewed. Demographic information, 90-day complication rate, 90-day emergency department visits, length of stay, and outcome scores (patient-reported outcomes measurement information system [PROMIS] physical function upper extremity, Visual Analog Scale score, and range of motion) were compared. Results: From 2015 to 2020, 87 arthroscopic SCRs were performed at our institution and of these, 13 patients underwent RTSA at a mean time of 14.6 months (5.8-32.4) after SCR and were followed up for an average of 17.9 months (1.6-44.6). The average number of shoulder surgeries prior to RTSA was 2.8 (1-7), with the last surgery being SCR. During the same period, we identified 15 patients who underwent an RTSA after a failed RCR (control cohort). The RTSA in the control cohort was performed on average at 12.8 months (1.5-39.5) following the last RCR, and patients were followed up for an average of 27.7 months (2.8-53.9). The average number of shoulder surgeries before the RTSA in the control cohort was 1.4 (1-3). Although the SCR cohort had significant improvements in pain scores and forward flexion (FF), there was only a modest functional improvement with PROMIS scores and no meaningful improvement with external rotation. Complications (23%) in the SCR cohort included 1 periprosthetic joint infection requiring 2-stage revision, 1 acromion stress fracture, and 1 ulnar neuritis. Overall, compared to the SCR cohort, patients in the control cohort had better function (PROMIS physical function upper extremity), lower Visual Analog Scale score, and greater range of motion (FF and external rotation) preoperatively and at last follow-up, but there were no differences in the length of stay and 90-day emergency department visits, infection, and complication rate between the 2 cohorts. Conclusion: RTSA after failed SCR improves pain and FF but is associated with modest functional improvements and high complication rates. However, these findings will require confirmation in a larger cohort with longer follow-up.
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- 2022
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12. Chronic glenohumeral dislocations treated with arthroplasty: a systematic review
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Jason B. Smoak, MD, Melissa A. Kluczynski, MS, Matthew DiPaola, MD, and Joseph D. Zuckerman, MD
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Level IV ,Surgery ,RD1-811 - Abstract
Background: The aim of this systematic review was to summarize the clinical outcomes and associated predictors of outcomes for chronic glenohumeral dislocations treated with arthroplasty. Methods: A systematic literature search was performed with Embase, PubMed, CENTRAL, BIOSIS, and CINAHL databases from the inception of these databases through January 1, 2021 to identify all articles that examined outcomes or predictors of outcomes of arthroplasty in patients with chronic glenohumeral dislocations. Studies that examined outcomes for patients with a chronic glenohumeral dislocation (≥3 weeks) treated with hemiarthroplasty, anatomic total shoulder arthroplasty, or reverse total shoulder arthroplasty were included. Those with acute or subacute dislocations (
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- 2021
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13. Minimal clinically important difference, substantial clinical benefit, and patient acceptable symptom state of PROMIS upper extremity after total shoulder arthroplasty
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Dan Gordon, BS, Yaniv Pines, BA, Erel Ben-Ari, MD, Rokito AS, MD, Young W. Kwon, MD, PhD, Joseph D. Zuckerman, MD, and Mandeep S. Virk, MD
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PROMIS ,MCID ,SCB ,PASS ,Arthritis ,Outcomes ,Orthopedic surgery ,RD701-811 ,Diseases of the musculoskeletal system ,RC925-935 - Abstract
Background: The Patient-Reported Outcomes Measurement Information System minimal clinically important difference (PROMIS MCID), substantial clinical benefit (SCB), and patient acceptable symptom state (PASS) of patient-reported outcome measures provide clinical significance to patient-reported outcome measures scores. The goal of this study is to measure the MCID, SCB, and PASS of PROMIS Upper Extremity v2.0 (PROMIS UE) in patients undergoing total shoulder arthroplasty (TSA). Methods: All patients who underwent TSA since October 2017 were identified from our institutional database. Patients who had completed the PROMIS UE outcome measure before surgery were asked to complete a PROMIS UE and anchor survey that contained two transition questions to assess patient satisfaction and change in symptoms since treatment. The anchor-based MCID, SCB, and PASS were calculated as the change in PROMIS UE score that represented the optimal cutoff for a receiver operating characteristic curve. The distribution-based MCID was calculated as a range between the average standard error of measurement multiplied by 2 different constants: 1 and 2.77. Results: This study enrolled 165 patients. The anchor-based MCID for PROMIS UE was calculated to be 8.05 with an AUC of 0.814. The anchor-based SCB was calculated to be 10.0 with an AUC of 0.727. The distribution-based MCID was calculated to be between 3.12 and 8.65. The PASS was calculated to be 37.2 with an AUC of 0.90. Conclusions: The establishment of MCID, SCB, and PASS for PROMIS UE scores after shoulder arthroplasty provides meaningful and objective clinical interpretation of the improvements in outcome scores after TSA.
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- 2021
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14. Humeral stem lucencies correlate with clinical outcomes in anatomic total shoulder arthroplasty
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Gregory Y. LaChaud, MD, Bradley S. Schoch, MD, Thomas W. Wright, MD, Chris Roche, MSE, MBA, Pierre H. Flurin, MD, Joseph D. Zuckerman, MD, and Joseph J. King, MD
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Anatomic total shoulder arthroplasty ,total shoulder arthroplasty ,humeral stem lucencies ,lucent lines ,humeral loosening ,aTSA complications ,Orthopedic surgery ,RD701-811 ,Diseases of the musculoskeletal system ,RC925-935 - Abstract
Background: Humeral stem lucencies are uncommon after uncemented anatomic total shoulder arthroplasty (aTSA), and their clinical significance is unknown. This study compares clinical outcomes of aTSA with and without humeral stem lucencies. Methods: Two-hundred eighty aTSAs using an uncemented grit-blasted metaphyseal-fit humeral stem between 2005 and 2013 were retrospectively evaluated for radiographic humeral stem lucencies. All shoulders were evaluated at a minimum 5-year follow-up from a multicenter database. Clinical outcomes included range of motion (ROM) and American Shoulder and Elbow Surgeons Standardized Shoulder Assessment Form (ASES) score, Constant score, University of California–Los Angeles Shoulder Score (UCLA), Simple Shoulder Test (SST), and Shoulder Pain and Disability Index (SPADI) scores. Postoperative radiographs were evaluated and complications were recorded. Results: Two-hundred forty-three humeral stems showed no radiolucent lines. Among the 37 humeral stems with lucent lines, lines were most common in zones 8, 4, 7, and 3. Preoperative ROM and functional outcomes were similar between groups. Postoperative change in outcomes exceeded the minimal clinically important difference (MCID) for all ROM and outcomes in both groups. Postoperative change between groups showed no significant difference in ROM or outcome scores, but improved mean abduction exceeded the MCID in the patients without humeral lines. The complication rate after omitting patients with humeral loosening was higher in patients with humeral lucencies, as was the revision rate. There was also a higher glenoid-loosening rate in patients with humeral lucencies. Conclusion: Humeral lucent lines after uncemented stemmed aTSA have a small negative effect on ROM and functional outcomes compared with patients without lucent humeral lines, which may not be clinically significant. The complication and revision rates were significantly higher in patients with humeral lucencies.
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- 2020
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15. High intraoperative accuracy and low complication rate of computer-assisted navigation of the glenoid in total shoulder arthroplasty
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Gabriel Larose, Alexander T. Greene, Amaury Jung, Sandrine V. Polakovic, Noah Z. Davis, Joseph D. Zuckerman, and Mandeep S. Virk
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Orthopedics and Sports Medicine ,Surgery ,General Medicine - Published
- 2023
16. Impact of mental health on outcomes after total shoulder arthroplasty
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Christopher A. Colasanti, Charles C. Lin, Utkarsh Anil, Ryan W. Simovitch, Mandeep S. Virk, and Joseph D. Zuckerman
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Orthopedics and Sports Medicine ,Surgery ,General Medicine - Abstract
Anxiety and depression are the two most commonly diagnosed psychiatric disorders in the US. The effect of these disorders on total shoulder arthroplasty (TSA) outcomes must be appreciated. The purpose of this study was to examine the correlation between preoperative diagnosis of anxiety and depression and its association with postoperative outcomes after TSA. The secondary goals were to determine whether patients contemporaneously being treated with medicine for their mental health diagnosis fared better than a non-medicated cohort and to examine the degree to which PROMIS Mental Health (PROMIS-MH) scores correlate with patient outcomes. Our hypothesis is that a history of anxiety and/or depression will negatively impact patient outcomes after TSA.A retrospective analysis was performed on a prospectively collected cohort at a single institution. Anatomic and reverse TSA patients (aTSA, rTSA) with either anxiety and/or depression (aTSApsych+, rTSApsych+) were identified and compared to a cohort of patients without a mental health diagnosis enrolled in an institutional registry from 2011 to 2020. Demographic characteristics, diagnoses, implant type, range of motion (ROM), adverse events (AE) and clinical outcome metric scores:PROMIS-MH, American Shoulder and Elbow Surgeons (ASES), Constant, Shoulder Arthroplasty Smart Score (SAS) were recorded. Outcomes between cohorts were analyzed using conventional statistics as well as stratification by MCID and SCB thresholds where applicable.218 patients (114 rTSA and 95 aTSA) had a diagnosis of either anxiety and/or depression and 378 (153 rTSA and 217 aTSA) had no history. Although both cohorts achieved MCID and SCB for postoperative ASES, the psych+ cohort resulted in lower postoperative outcomes scores (p0.05), higher AE, and significantly lower Δ differences in all variables when compared to the psych negative cohort. There were no differences in outcome scores after rTSApsych+ or aTSApsych+ between patients being treated for anxiety/depression compared to not receiving treatment. PROMIS-MH score was positively correlated with postoperative outcomes and patient satisfaction.The current study demonstrates that patients with anxiety and/or depression who undergo TSA have inferior postoperative outcomes and higher rates of AE compared to a cohort without a mental health diagnosis. Additionally, patients on medications for treatment of depression and/or anxiety did not gain any significant benefit in terms of their postoperative shoulder outcomes or satisfaction rate compared to those with a diagnosis but not on medication. Additionally, we found that, independent of a patient's underlying shoulder pathology or psychiatric diagnosis, lower PROMIS-MH scores was correlated with worse postoperative outcomes.
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- 2023
17. Prospective observational study of anatomic and reverse total shoulder arthroplasty using a single implant system with long-term follow-up
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Garrett B. Neel, Josef K. Eichinger, Christopher Roche, Pierre Henri Flurin, Thomas W. Wright, Joseph D. Zuckerman, and Richard Friedman
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Orthopedics and Sports Medicine ,Surgery - Published
- 2023
18. Minimal clinically important difference (MCID), substantial clinical benefit (SCB), and patient acceptable symptomatic state (PASS) of upper extremity PROMIS scores in idiopathic adhesive capsulitis
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Matthew G. Alben, Neil Gambhir, Dhruv Shankar, Dan Gordon, Joseph D. Zuckerman, and Mandeep S. Virk
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Rheumatology ,General Medicine - Published
- 2022
19. Reverse shoulder arthroplasty with and without baseplate wedge augmentation in the setting of glenoid deformity and rotator cuff deficiency—a multicenter investigation
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Jay M. Levin, Steven Bokshan, Christopher P. Roche, Joseph D. Zuckerman, Thomas Wright, Pierre-Henri Flurin, Christopher S. Klifto, and Oke Anakwenze
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Scapula ,Rotator Cuff ,Treatment Outcome ,Arthroplasty, Replacement, Shoulder ,Shoulder Joint ,Humans ,Orthopedics and Sports Medicine ,Surgery ,General Medicine ,Range of Motion, Articular ,Retrospective Studies - Abstract
Glenoid baseplate augments have recently been introduced as a way of managing glenoid monoplanar or biplanar abnormalities in reverse shoulder arthroplasty (RSA). The purpose of this study is to evaluate the difference in clinical outcomes, complications, and revision rates between augmented and standard baseplates in RSA for rotator cuff arthropathy patients with glenoid deformity.A multicenter retrospective analysis of 171 patients with glenoid bone loss who underwent RSA with and without augmented baseplates was performed. Preoperative inclusion criteria included minimum follow-up of 2 years and preoperative retroversion of 15°-30° and/or a beta angle 70°-80°. Version and beta angle were measured on computed tomographic scans, when available, and plain radiographs. Shoulder range of motion (ROM) and patient-reported outcomes were obtained from preoperative and multiple postoperative time points.The study consisted of 84 standard baseplate patients and 87 augmented baseplate patients. The augment cohort had greater mean preoperative glenoid retroversion (17° vs. 9°, P .001). At5-year follow-up, the increase in postoperative active abduction (52° vs. 31°, P = .023), forward flexion (58° vs. 35°, P = .020), and internal rotation score (2.8° vs. 1.1°, P = .001) was significantly greater in the augment cohort. Additionally,5-year follow-up American Shoulder and Elbow Surgeons Standardized Shoulder Assessment Form score (87.0 ± 16.6 vs. 75.9 ± 22.4, P = .022), Constant score (78.0 ± 9.7 vs. 64.6 ± 15.1, P .001), and Shoulder Arthroplasty Smart score (81.2 ± 6.5 vs. 71.2 ± 13.6, P = .003) were significantly higher in the augment cohort. Revision rate was low overall, with no difference between the augment and no augment groups (0.7% vs. 3.0%, P = .151).In comparing augments to standard nonaugment baseplates in the setting of RSA with glenoid deformity, our results demonstrate greater postoperative improvements in multiple planes of active ROM in the augment cohort. Additionally, the augment cohort demonstrated greater postoperative level and improvement in scores for multiple clinical outcome metrics up to5 years of follow-up with no difference in complication or revision rates, supporting the use of augmented glenoid baseplates in RSA with glenoid deformity.
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- 2022
20. Inlay versus onlay humeral design for reverse shoulder arthroplasty: a systematic review and meta-analysis
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Gabriel Larose, Nina D. Fisher, Neil Gambhir, Matthew G. Alben, Joseph D. Zuckerman, Mandeep S. Virk, and Young W. Kwon
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Scapula ,Arthroplasty, Replacement, Shoulder ,Shoulder Joint ,Humans ,Orthopedics and Sports Medicine ,Surgery ,General Medicine ,Humerus ,Range of Motion, Articular - Abstract
Since the introduction of the Grammont-style reverse total shoulder arthroplasty, the humeral stem design has been modified with improved clinical outcomes. Two distinct humeral designs have been used extensively: the inlay design, in which the humeral tray is seated within the metaphysis, and the onlay design, in which the humeral tray sits on the metaphysis at the level of the humeral neck cut. The purpose of this systematic review was to determine whether there are differences in clinical outcomes and complication rates between these designs.The Preferred Reporting Items for Systematic Reviews and Meta-analyses (PRISMA) guidelines were used to perform this systematic review. A search of MEDLINE, PubMed, and Embase was performed to identify all studies comparing the clinical results of both humeral designs. Primary outcomes included patient-reported outcome measures, shoulder range of motion, and incidence of complications.From the 156 identified publications, 12 studies were included in the final review. A total of 1447 patients were included, with a minimum follow-up period of 12 months. At final follow-up, both implants demonstrated significant improvements in comparison to preoperative baseline. On comparison of the inlay vs. onlay groups, the American Shoulder and Elbow Surgeons score was higher in the inlay group (mean difference, 2.53 [95% confidence interval, 0.27-4.78]; P = .03). Postoperative motion, even if statistically greater in the onlay group (differences of 5° in forward flexion [P .001], 3° in abduction [P = .003], and 4° in external rotation [P .001]), was not clinically different. On comparison of complications, the inlay group showed more instances of scapular notching (93 of 322 patients vs. 70 of 415 patients; odds ratio, 0.35; P .001) but fewer scapular spine fractures (26 of 727 patients vs. 21 of 559 patients, P = .09).Inlay and onlay humeral tray designs in reverse total shoulder arthroplasty demonstrate similar clinical improvements postoperatively. Onlay implants have a low rate of scapular notching but a higher rate of scapular spine fracture. Understanding the strengths and weaknesses of the 2 humeral tray designs is important to provide surgeons with options to tailor surgical plans for high-risk patients.
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- 2022
21. Comparison of Reverse and Anatomic Total Shoulder Arthroplasty in Patients With an Intact Rotator Cuff and No Previous Surgery
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Richard J, Friedman, Bradley S, Schoch, Josef Karl, Eichinger, Garrett B, Neel, Marissa L, Boettcher, Pierre-Henri, Flurin, Thomas W, Wright, Joseph D, Zuckerman, and Christopher, Roche
- Subjects
Rotator Cuff ,Treatment Outcome ,Arthroplasty, Replacement, Shoulder ,Shoulder Joint ,Osteoarthritis ,Humans ,Orthopedics and Sports Medicine ,Surgery ,Arthroplasty, Replacement ,Range of Motion, Articular ,Aged ,Retrospective Studies ,Rotator Cuff Injuries - Abstract
This study's purpose is to compare clinical and radiographic outcomes of primary anatomic total shoulder arthroplasty (aTSA) and primary reverse total shoulder arthroplasty (rTSA) patients with osteoarthritis (OA) and an intact rotator cuff with no previous history of shoulder surgery using a single platform TSA system at a minimum follow-up of 2 years.A total of 370 aTSA patients and 370 rTSA patients matched for age, sex, and length of follow-up from an international multi-institutional Western Institutional Review Board approved registry with a minimum 2-year follow-up were reviewed for this study. All patients had a diagnosis of OA, an intact rotator cuff, and no previous shoulder surgery. All patients were evaluated and scored preoperatively and at latest follow-up using six outcome scoring metrics and four active range of motion measurements.Mean follow-up was 41 months, and the mean age was 73 years. Preoperatively, the rTSA patients had lower outcome metrics and less motion. Postoperatively, aTSA and rTSA patients had similar clinical outcomes, motion, and function, with the only exception being greater external rotation in aTSA exceeding the minimal clinically important difference. Pain relief was excellent, and patient satisfaction was high in both groups. Humeral radiolucent lines were similar in both groups (8%). Complications were significantly higher with aTSA (aTSA = 4.9%; rTSA = 2.2%; P = 0.045), but revisions were similar (aTSA = 3.2%; rTSA = 1.4%; P = 0.086).At a mean of 41 month follow-up, primary aTSA and rTSA patients with OA and an intact rotator cuff with no previous history of shoulder surgery had similar clinical and radiographic outcomes. Greater external rotation was noted in aTSA patients at follow-up. However, aTSA patients had a significantly greater rate of complications compared with rTSA patients. rTSA is a viable treatment option in patients with an intact rotator cuff and no previous shoulder surgery, offering similar clinical outcomes with a lower complication rate.Level III.
- Published
- 2022
22. 3D-MRI versus 3D-CT in the evaluation of glenoid deformity in glenohumeral arthritis using Dixon 3D FLASH sequence
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Yoav Rosenthal, Mohammad Samim, Soterios Gyftopoulos, Oluwadamilola O. Kolade, Young W. Kwon, Joseph D. Zuckerman, and Mandeep S. Virk
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Radiology, Nuclear Medicine and imaging - Published
- 2022
23. Anatomic total shoulder arthroplasty and reverse total shoulder arthroplasty for dislocation arthropathy yield comparable functional outcomes with the matched cohort
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Kevin M. Magone, Christopher P. Roche, Charles C. Lin, Christopher A. Colasanti, Joseph D. Zuckerman, and Tyler A. Luthringer
- Subjects
medicine.medical_specialty ,business.industry ,Incidence (epidemiology) ,medicine.medical_treatment ,Subgroup analysis ,Retrospective cohort study ,Perioperative ,medicine.disease ,Arthroplasty ,Surgery ,Patient satisfaction ,Arthropathy ,medicine ,Orthopedics and Sports Medicine ,business ,Range of motion - Abstract
Background The aim of this study was to compare outcomes of anatomic total shoulder arthroplasty (aTSA) and reverse total shoulder arthroplasty (rTSA) after prior shoulder stabilization versus matched cohorts without previous stabilization surgery. Hypotheses were as follows: (1) patients undergoing aTSA or rTSA after stabilization procedures would have worse outcomes than matched cohorts and (2) patients undergoing TSA would have better outcomes after soft-tissue stabilization procedures (aTSAST or rTSAST) than after bony stabilization procedures (aTSAB or rTSAB). Methods Retrospective cohort study was performed comparing (1) 36 patients who underwent aTSA and (2) 32 patients who underwent rTSA with prior shoulder stabilization with 3-to-1 matched cohorts (based on age, gender, and follow-up length) with no prior shoulder instability or surgery. Baseline demographics, perioperative data, adverse events (AEs), radiographic outcomes, functional outcome scores, range of motion (ROM), and patient satisfaction were analyzed. Subgroup analyses compared patients who underwent aTSAST or rTSAST with patients who underwent aTSAB or rTSAB. Results The postoperative AE rate was 8.3% and 4.6% in the aTSA group and matched cohort, respectively (P = .404), with a trend toward a significantly higher incidence of aseptic glenoid loosening in the aTSA group (8.3% vs. 1.9%, P = .067). Functional outcomes, ROM, and patient satisfaction did not differ at follow-up >4 years. In the subgroup analysis, two AEs required reoperation among 25 patients who underwent aTSAST versus one among 11 patients who underwent aTSAB, all related to aseptic loosening. There was a trend toward greater functional outcomes and satisfaction among patients who underwent aTSAST. There was a trend toward a clinically significant difference in active abduction at final follow-up favoring aTSAST (128 vs. 108 degrees, P = .096). The postoperative AE rate was 6.3% and 4.2% among the rTSA group and matched cohort, respectively (P = .632). Functional outcomes, ROM, and patient satisfaction did not differ at 4-year follow-up. In the subgroup analysis, no AEs were reported among 18 patients who underwent rTSAST and 14 patients who underwent rTSAB. A trend toward greater functional outcomes and patient satisfaction favored patients who underwent rTSAB, who achieved greater improvements in ROM from baseline and greater ROM in all planes at the final follow-up. Conclusion Both aTSA and rTSA are reliable options for the treatment of dislocation arthropathy in appropriately selected patients. aTSA and rTSA after prior shoulder stabilization procedures have nearly equal rates of AEs and yield similar clinical and functional outcomes as matched cohorts. There may be an increased risk of glenoid aseptic loosening in aTSA after prior shoulder stabilization. Functional outcomes tend to be greater for patients who underwent aTSAST than those for patients who underwent aTSAB. On the contrary, rTSA may optimize postoperative function when performed for dislocation arthropathy after bony rather than soft-tissue stabilization procedures. Level of evidence Level III; Retrospective Cohort Design; Treatment Study
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- 2022
24. Development of a predictive model for a machine learning–derived shoulder arthroplasty clinical outcome score
- Author
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Steven Overman, Vikas Kumar, Ankur Teredesai, Thomas W. Wright, Howard D. Routman, Ryan Simovitch, Christopher P. Roche, Joseph D. Zuckerman, Christine Allen, and Pierre-Henri Flurin
- Subjects
business.industry ,Minimal clinically important difference ,medicine.medical_treatment ,Predictive capability ,Machine learning ,computer.software_genre ,Arthroplasty ,Outcome (probability) ,Patient satisfaction ,Feature (computer vision) ,Medicine ,Orthopedics and Sports Medicine ,Surgery ,Constant score ,Artificial intelligence ,business ,Feature set ,computer - Abstract
Introduction We use machine learning to create predictive models from preoperative data to predict the Shoulder Arthroplasty Smart (SAS) score, the American Shoulder and Elbow Surgeons (ASES) score, and the Constant score at multiple postoperative timepoints and compare the accuracy of each algorithm for anatomic (aTSA) and reverse (rTSA) total shoulder arthroplasty. Methods Clinical data from 2,270 aTSA and 4,198 rTSA patients were analyzed using 3 supervised machine learning techniques to create predictive models for the SAS, ASES, and Constant score at 6 different postoperative timepoints using a full input feature set and the 2 different minimal feature sets. Mean absolute errors (MAE) quantified the difference between actual and predicted outcome scores for each model at each postoperative timepoint. The performance of each model was also quantified by its ability to predict improvement greater than the minimal clinically important difference (MCID) and the substantial clinical benefit (SCB) patient satisfaction thresholds for each outcome measure at 2-3 years after surgery. Results All 3 machine learning techniques were more accurate at predicting aTSA and rTSA outcomes using the SAS score (aTSA: ±7.41 MAE; rTSA: ±7.79 MAE), followed by the Constant score (aTSA: ±8.32 MAE; rTSA: ±8.30 MAE), and finally the ASES score (aTSA: ±10.86 MAE; rTSA: ±10.60 MAE). These prediction accuracy trends were maintained across the 3 different model input categories for each of the SAS, ASES, and Constant models at each postoperative timepoint. For aTSA patients, the XGBoost predictive models achieved 94-97% accuracy in MCID with an AUROC between 0.90-0.97 and 89-94% accuracy in SCB with an AUROC between 0.89-0.92 for the 3 clinical scores using the full feature set of inputs. For rTSA patients, the XGBoost predictive models achieved 95-99% accuracy in MCID with an AUROC between 0.88-0.96 and 88-92% accuracy in SCB with an AUROC between 0.81-0.89 for the 3 clinical scores using the full feature set of inputs. Discussion Our study demonstrated that the SAS score predictions are more accurate than the ASES and Constant predictions for multiple supervised machine learning techniques, despite requiring less input data for the SAS model. Additionally, we predicted which patients will, and will not achieve clinical improvement that exceeds the MCID and SCB thresholds for each score; this highly accurate predictive capability effectively risk-stratifies patients for a variety of outcome measures using only preoperative data.
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- 2022
25. Anatomic versus reverse shoulder arthroplasty for post-traumatic sequelae of operatively and nonoperatively treated proximal humerus fractures
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Tyler A. Luthringer, Christopher A. Colasanti, Charles C. Lin, Christopher Roche, Kevin M. Magone, and Joseph D. Zuckerman
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Orthopedics and Sports Medicine ,Surgery - Published
- 2022
26. Inpatient Charges, Complication, and Revision Rates for Shoulder Arthroplasty in Parkinson’s Disease: A Regional Database Study
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Aidan G. Papalia, Matthew T. Kingery, Paul V. Romeo, Trevor Simcox, Charles Lin, Utkarsh Anil, Joseph D. Zuckerman, and Mandeep S. Virk
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Orthopedics and Sports Medicine ,Surgery ,General Medicine - Published
- 2023
27. CORR Insights®: Higher Surgeon Volume is Associated With a Lower Rate of Subsequent Revision Procedures After Total Shoulder Arthroplasty: A National Analysis
- Author
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Joseph D. Zuckerman
- Subjects
Orthopedics and Sports Medicine ,Surgery ,General Medicine - Published
- 2023
28. What’s Important: Surgery and the Aging Orthopaedic Surgeon
- Author
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Joseph D. Zuckerman
- Subjects
Orthopedics and Sports Medicine ,Surgery ,General Medicine - Published
- 2023
29. Poor Psychological Readiness Inhibits Return to Play Following Operative Management of Superior-Labrum Anterior-Posterior Tears
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Christopher A. Colasanti, Berkcan Akpinar, Nicole Rynecki, Utkarsh Anil, Eoghan T. Hurley, Mandeep S. Virk, Ryan W. Simovitch, Eric J. Strauss, Laith M. Jazrawi, Joseph D. Zuckerman, and Kirk A. Campbell
- Subjects
Rehabilitation ,Public Health, Environmental and Occupational Health ,Physical Therapy, Sports Therapy and Rehabilitation ,Orthopedics and Sports Medicine ,Original Article - Abstract
PURPOSE: The purposes of this study were to determine why athletes did not return to play (RTP) following operative management of superior-labrum anterior-posterior (SLAP) tears, compare these athletes to those who did RTP, and evaluate the SLAP-Return to Sport after Injury (SLAP-RSI) score to assess the psychological readiness of athletes to RTP after operative management of SLAP tears. METHODS: A retrospective review of athletes who underwent operative management of SLAP tears with a minimum of 24-month follow-up was performed. Outcome data, including visual analog scale (VAS) score, Subjective Shoulder Value (SSV), American Shoulder & Elbow Surgeons (ASES) score, patient satisfaction, and whether they would undergo the same surgery again was collected. Additionally, the rate and timing of return to work (RTW), the rate and timing of RTP, SLAP-RSI score, and VAS during sport were evaluated, with subgroup analysis among overhead and contact athletes. The SLAP-RSI is a modification of the Shoulder Instability-Return to Sport after Injury (SI-RSI) score, with a score >56 considered to be a passing score for being psychologically ready to RTP. RESULTS: The study included 209 athletes who underwent operative management of SLAP tears. A significantly higher percentage of patients who were able to return to play passed the SLAP-RSI benchmark of 56 compared to those who were unable to return (82.3% vs 10.1%; P < .001), and the mean overall SLAP-RSI scores were also significantly higher among those capable of returning to play (76.8 vs 50.0; P < .0001). Additionally, there was a significant difference between the two groups in every component of the SLAP-RSI score (P < .05 for all). Fear of reinjury and the feeling of instability were the most common reasons for not returning to play among contact athletes. Residual pain was the most common complaint among overhead athletes. A binary regression model predicting return to sports was performed, which demonstrated ASES score (odds ratio [OR]: 1.04, 95%; (confidence interval [CI]: 1.01–1.07; P = .009), RTW within 1 month after surgery (OR: 3.52, 95%; CI: 1.01–12.3; P = .048), and SLAP-RSI score (OR: 1.03, 95%; CI: 1.01–1.05; P = .001) were all associated with greater likelihood of return to sports at final follow-up. CONCLUSIONS: Following the operative management of SLAP tears, patients who are unable to RTP exhibit poor psychological readiness to return, which may be due to residual pain in overhead athletes or fear of reinjury in contact athletes. Lastly, the SLAP-RSI tool in combination with ASES proved to be useful in identifying patients’ psychological and physical readiness to RTP. LEVEL OF EVIDENCE: Level IV, prognostic case series.
- Published
- 2023
30. Excellent Correlation of the Patient-Reported Outcomes Measurement Information System Upper Extremity Score With Legacy Outcome Scores Preoperatively and at 1 Year After Arthroscopic Rotator Cuff Repair
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Dan Gordon, Yaniv Pines, Matthew G. Alben, Erel Ben-Ari, Andrew S. Rokito, Young W. Kwon, Joseph D. Zuckerman, and Mandeep S. Virk
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Rehabilitation ,Public Health, Environmental and Occupational Health ,Physical Therapy, Sports Therapy and Rehabilitation ,Orthopedics and Sports Medicine ,Original Article - Abstract
PURPOSE: To assess the preoperative and postoperative performance of the Patient-Reported Outcomes Measurement Information System Upper Extremity (PROMIS-UE, version 2.0) outcome score in comparison to the American Shoulder and Elbow Surgeons (ASES) and Western Ontario Rotator Cuff Index (WORC) instruments in patients undergoing rotator cuff repair. METHODS: This prospective longitudinal study included 91 patients undergoing rotator cuff repair. Patients completed the PROMIS-UE, ASES, and WORC instruments preoperatively and postoperatively at 2 weeks, 6 weeks, 3 months, and 12 months. The Pearson correlation coefficient (r) between these tools was calculated at each time point. Correlations were graded as excellent (>0.7), excellent-good (0.61-0.7), good (0.4-0.6), or poor (
- Published
- 2023
31. Primary versus conversion reverse total shoulder arthroplasty for complex proximal humeral fractures in elderly patients: a retrospective comparative study
- Author
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Christopher A. Colasanti, Utkarsh Anil, Jack Adams, Caroline Pennacchio, Joseph D. Zuckerman, and Kenneth A. Egol
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Orthopedics and Sports Medicine ,Surgery ,General Medicine - Published
- 2023
32. Minimal clinically important difference (MCID) and substantial clinical benefit (SCB) of upper extremity PROMIS scores following arthroscopic rotator cuff repairs
- Author
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Matthew G. Alben, Dan Gordon, Neil Gambhir, Matthew T. Kim, Paul V. Romeo, Andrew S. Rokito, Joseph D. Zuckerman, and Mandeep S. Virk
- Subjects
Orthopedics and Sports Medicine ,Surgery - Published
- 2023
33. Longitudinal analysis of shoulder arthroplasty utilization, clinical outcomes, and value: a comparative assessment of changes in improvement over 15 years with a single platform shoulder prosthesis
- Author
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Christopher P. Roche, Richard Jones, Howard Routman, Yann Marczuk, Pierre-Henri Flurin, Thomas W. Wright, and Joseph D. Zuckerman
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Orthopedics and Sports Medicine ,Surgery ,General Medicine - Published
- 2023
34. International consensus statement on the management of glenohumeral arthritis in patients ≤ 50 years old
- Author
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Christopher A. Colasanti, Charles C. Lin, Ryan W. Simovitch, Mandeep S. Virk, and Joseph D. Zuckerman
- Subjects
Orthopedics and Sports Medicine ,Surgery ,General Medicine - Published
- 2023
35. Impact of accumulating risk factors on the acromial and scapular fracture rate after reverse total shoulder arthroplasty with a medialized glenoid–lateralized humerus onlay prosthesis
- Author
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Christopher P. Roche, Wen Fan, Ryan Simovitch, Thomas Wright, Pierre-Henri Flurin, Joseph D. Zuckerman, and Howard Routman
- Subjects
Orthopedics and Sports Medicine ,Surgery ,General Medicine - Published
- 2023
36. The future of health care service in orthopedic practice: telemedicine or in-person visits?
- Author
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Ruby G. Patel, Young W. Kwon, Mandeep S. Virk, Erel Ben-Ari, Joshua D. Kirschenbaum, Joseph D. Zuckerman, and Andrew S. Rokito
- Subjects
medicine.medical_specialty ,Telemedicine ,SARS-CoV-2 ,business.industry ,Medical record ,COVID-19 ,General Medicine ,Telehealth ,Emergency department ,Orthopedics ,Patient satisfaction ,Family medicine ,Pandemic ,Orthopedic surgery ,medicine ,Complaint ,Humans ,Orthopedics and Sports Medicine ,Surgery ,business ,Pandemics - Abstract
Background The objective of this study was to assess patient satisfaction and preference for telemedicine vs. in-person visits for outpatient shoulder and elbow musculoskeletal consultation during the coronavirus disease 2019 (COVID-19) pandemic and in the future. Methods Patients who had telemedicine visits for shoulder and elbow musculoskeletal complaints at a single institution from March through June 2020 were invited to respond to a post-visit survey. The survey included a standardized questionnaire that focused on the patient’s satisfaction with the telemedicine visits during the pandemic and preference for using the telemedicine platform in the future, following the pandemic. Additional details regarding their virtual visits (severity of medical condition, as well as previous virtual or emergency department visits) were also obtained. Data regarding patient demographic characteristics and visit details (primary diagnosis, type of visit, length of visit, and treating physician) were extracted from the electronic medical records. Results In total, 153 patients participated in the study. Overall, high satisfaction scores regarding the telemedicine visits were noted: 91% of patients reported that their concerns were adequately addressed, 89% would recommend telemedicine to a friend, and 94% stated that they would use the telemedicine platform again in the presence of a situation similar to the COVID-19 pandemic. However, the majority of patients (76%) reported a preference for in-person visits for the same musculoskeletal complaint if it were not for COVID-19. A telemedicine visit duration > 10 minutes and a first-time telemedicine visit correlated with higher satisfaction rates (P = .037 and P = .001, respectively). Conclusions COVID-19 has provided a boost to the use of our telemedicine platform, with a high satisfaction rate among patients with shoulder and elbow musculoskeletal complaints, largely owing to safety reasons and limited access to in-person doctor visits. However, a considerable number of patients would have preferred in-person visits for similar health complaints if there were no pandemic. Further research on optimizing the selection of patients for telemedicine visits and addressing their expectations and concerns regarding their visits will improve patients’ preference for future telemedicine visits.
- Published
- 2021
37. Increasing Diversity in Orthopaedics: The Problem, Strategies, and Solutions
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Rivka, Ihejirika-Lomedico, Jaysson, Brooks, Toni M, McLaurin, Kenneth A, Egol, MaCalus V, Hogan, Dawn, LaPorte, Christian, Pean, Kola, Jegede, Alysia K, Kemp, Erica, Taylor, Joseph D, Zuckerman, and George, Dyer
- Abstract
It is important to educate and equip the orthopaedic community with tools to address health care disparities and improve orthopaedic specialty recruitment for racial minorities. How patients and providers are affected by systemic racism in healthcare and what that means in orthopaedic surgery, methods to identify bias and improve access to orthopaedic care for racial minorities, and how to structure a program and department environment to encourage and promote diversity are important topics of discussion.
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- 2022
38. Arthroscopic Repair of Type II SLAP Tears Using Suture Anchor Technique
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Mathew Hamula, M.D., Siddharth A. Mahure, M.D., M.B.A., Daniel J. Kaplan, M.D., Brent Mollon, M.D., F.R.C.S.C., Joseph D. Zuckerman, M.D., Young W. Kwon, M.D., Ph.D., and Andrew S. Rokito, M.D.
- Subjects
Orthopedic surgery ,RD701-811 - Abstract
Arthroscopic SLAP tear repair has become an increasingly used treatment for patients presenting with symptomatic SLAP tears after failed nonoperative management. Debridement, SLAP repair, and open or arthroscopic biceps tenodesis or tenotomy have been used for the treatment of SLAP tears. Various techniques for repair have been described, and furthermore, there is a high incidence of concomitant pathology of the shoulder. Repair remains an excellent option in isolated SLAP tears amenable to repair, with excellent outcomes in well-indicated patients. We present a method for repairing a SLAP tear using standard suture anchor fixation, anterior and posterior portals, and an accessory portal of Wilmington. Adequate labral repair can be achieved with this technique in patients with no concomitant biceps pathology. This report highlights this technique for SLAP repair in patients with isolated symptomatic SLAP tears that have failed conservative management.
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- 2017
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39. Reverse shoulder arthroplasty for massive irreparable rotator cuff tears: a reliable treatment method
- Author
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Joseph D. Zuckerman, Christopher P. Roche, Erel Ben-Ari, and Michael A. Boin
- Subjects
medicine.medical_specialty ,business.industry ,medicine.medical_treatment ,Radiography ,Reverse shoulder ,Arthroplasty ,Surgery ,medicine.anatomical_structure ,Patient satisfaction ,medicine ,Tears ,Orthopedics and Sports Medicine ,Rotator cuff ,Complication ,Range of motion ,business - Abstract
Background Massive irreparable rotator cuff tears (MIRCT) are challenging problems for both patients and surgeons. Reverse total shoulder arthroplasty (RTSA) is a treatment option for patients with MIRCTs. However, previous reports have shown inconsistent results, varying patient satisfaction, and higher complication rates. Methods This is a retrospective multi-institutional study (22 institutions, 24 surgeons) of 203 patients (average age, 71 years) who underwent RTSA for MIRCT without glenohumeral arthritis with a mean follow-up of 50 months. Patients were divided into 4 groups based on preoperative shoulder active forward elevation (aFE) ( 120°). Clinical outcomes were assessed using multiple patient-reported outcome measures (PROs), postoperative range of motion (ROM), patient satisfaction, and complication rate. Radiographic outcomes assessment included evaluation of postoperative scapular notching and humeral radiolucent lines. Results Patients in each group had significant (P≤ 0.02) improvements in PROs and ROM postoperatively. Patient satisfaction was highest in the group with >120° preoperative aFE (44/44, 100%). Scapular notching and humeral radiolucency were noted in 6% and 7% of patients, respectively. There were only 3 complications that required 2 revision surgeries. Overall, the complication rate (1.6%) and reoperation rate (1.1%) were considerably lower than previously reported. Conclusion RTSA is a reliable treatment for MIRCTs without glenohumeral arthritis that results in significant improvements in PROs and shoulder ROM. Compared to previous studies, we report a substantially higher satisfaction rates in all patients, especially in those with better preoperative ROM (aFE >120°), and a lower overall complication rate. Level of evidence Level IV; Therapeutic Study
- Published
- 2021
40. Chronic glenohumeral dislocations treated with arthroplasty: a systematic review
- Author
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Melissa A. Kluczynski, Joseph D. Zuckerman, Matthew J. DiPaola, and Jason B. Smoak
- Subjects
medicine.medical_specialty ,RD1-811 ,business.industry ,Shoulders ,medicine.medical_treatment ,Level iv ,Arthroplasty ,Glenohumeral Dislocations ,Level IV ,Surgery ,Concomitant ,medicine ,In patient ,business ,Range of motion ,Systematic search - Abstract
Background: The aim of this systematic review was to summarize the clinical outcomes and associated predictors of outcomes for chronic glenohumeral dislocations treated with arthroplasty. Methods: A systematic literature search was performed with Embase, PubMed, CENTRAL, BIOSIS, and CINAHL databases from the inception of these databases through January 1, 2021 to identify all articles that examined outcomes or predictors of outcomes of arthroplasty in patients with chronic glenohumeral dislocations. Studies that examined outcomes for patients with a chronic glenohumeral dislocation (≥3 weeks) treated with hemiarthroplasty, anatomic total shoulder arthroplasty, or reverse total shoulder arthroplasty were included. Those with acute or subacute dislocations (
- Published
- 2021
41. Radiographic and clinical characterization of coracoid fractures: a retrospective cohort analysis
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Joseph D. Zuckerman, Mandeep S. Virk, Erel Ben-Ari, Catherine N. Petchprapa, Dan Gordon, and Yaniv Pines
- Subjects
medicine.medical_specialty ,business.industry ,Radiography ,Electronic medical record ,Retrospective cohort study ,Coracoid ,medicine.anatomical_structure ,Mechanism of injury ,Cohort ,medicine ,Acromioclavicular joint ,Orthopedics and Sports Medicine ,Surgery ,Radiology ,Medical diagnosis ,business - Abstract
Coracoid fracture is a rare injury. The aim of this study is to present the demographics, clinical and radiologic characteristics, and outcomes of coracoid fracture in a cohort of 32 patients. We queried our institutional electronic medical record database (years 2012–2020) to identify patients with coracoid fractures using specific International Classification of Disease-10 codes. Demographic data, injury details including mechanism of injury and associated injuries, imaging performed, and treatment outcomes were obtained from retrospective chart review. A radiologist reviewed all available imaging studies (radiographs/CT/MRI) and classified the fractures according to Ogawa and Eyres classifications. Missed diagnoses were determined by comparing initial imaging reports with the follow-up imaging obtained in the office. Thirty-two patients with coracoid fractures were identified during the study period. Sixteen fractures (50%) occurred in the setting of low-energy trauma. Twelve fractures were missed on initial radiographs, and diagnosis with three-view radiographs (AP, scapular-Y and axillary) was 88% compared to 33% (p
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- 2021
42. Validation of a machine learning–derived clinical metric to quantify outcomes after total shoulder arthroplasty
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Steven Overman, Thomas W. Wright, Ankur Teredesai, Joseph D. Zuckerman, Christopher P. Roche, Vikas Kumar, Howard D. Routman, Ryan Simovitch, and Pierre-Henri Flurin
- Subjects
Male ,medicine.medical_treatment ,Machine learning ,computer.software_genre ,Machine Learning ,03 medical and health sciences ,0302 clinical medicine ,Patient satisfaction ,Humans ,Medicine ,Orthopedics and Sports Medicine ,Range of Motion, Articular ,Retrospective Studies ,Interpretability ,030222 orthopedics ,Shoulder Joint ,business.industry ,Construct validity ,030229 sport sciences ,General Medicine ,Response bias ,Arthroplasty ,Test (assessment) ,Treatment Outcome ,Arthroplasty, Replacement, Shoulder ,Ceiling effect ,Female ,Surgery ,Metric (unit) ,Artificial intelligence ,business ,computer - Abstract
Background We propose a new clinical assessment tool constructed using machine learning, called the Shoulder Arthroplasty Smart (SAS) score to quantify outcomes following total shoulder arthroplasty (TSA). Methods Clinical data from 3667 TSA patients with 8104 postoperative follow-up reports were used to quantify the psychometric properties of validity, responsiveness, and clinical interpretability for the proposed SAS score and each of the Simple Shoulder Test (SST), Constant, American Shoulder and Elbow Surgeons Standardized Shoulder Assessment Form (ASES), University of California Los Angeles (UCLA), and Shoulder Pain and Disability Index (SPADI) scores. Results Convergent construct validity was demonstrated, with all 6 outcome measures being moderately to highly correlated preoperatively and highly correlated postoperatively when quantifying TSA outcomes. The SAS score was most correlated with the UCLA score and least correlated with the SST. No clinical outcome score exhibited significant floor effects preoperatively or postoperatively or significant ceiling effects preoperatively; however, significant ceiling effects occurred postoperatively for each of the SST (44.3%), UCLA (13.9%), ASES (18.7%), and SPADI (19.3%) measures. Ceiling effects were more pronounced for anatomic than reverse TSA, and generally, men, younger patients, and whites who received TSA were more likely to experience a ceiling effect than TSA patients who were female, older, and of non-white race or ethnicity. The SAS score had the least number of patients with floor and ceiling effects and also exhibited no response bias in any patient characteristic analyzed in this study. Regarding clinical interpretability, patient satisfaction anchor-based thresholds for minimal clinically importance difference and substantial clinical benefit were quantified for all 6 outcome measures; the SAS score thresholds were most similar in magnitude to the Constant score. Regarding responsiveness, all 6 outcome measures detected a large effect, with the UCLA exhibiting the most responsiveness and the SST exhibiting the least. Finally, each of the SAS, ASES, Constant, and SPADI scores had similarly large standardized response mean and effect size responsiveness. Discussion The 6-question SAS score is an efficient TSA-specific outcome measure with equivalent or better validity, responsiveness, and clinical interpretability as 5 other historical assessment tools. The SAS score has an appropriate response range without floor or ceiling effects and without bias in any target patient characteristic, unlike the age, gender, or race/ethnicity bias observed in the ceiling scores with the other outcome measures. Because of these substantial benefits, we recommend the use of the new SAS score for quantifying TSA outcomes.
- Published
- 2021
43. Comparison of radiographs and computed tomography (CT) imaging for preoperative evaluation and planning for shoulder arthroplasty
- Author
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Ryan Roach, Cheongeun Oh, Mina M. Abdelshahed, Christopher Looze, Mandeep S. Virk, Craig M. Capeci, Joseph D. Zuckerman, Lindsey G. Liuzza, and Young W. Kwon
- Subjects
musculoskeletal diseases ,Preoperative planning ,medicine.diagnostic_test ,business.industry ,Shoulders ,Radiography ,medicine.medical_treatment ,Computed tomography ,medicine.disease ,Arthroplasty ,Exact test ,Shoulder arthritis ,Medicine ,Orthopedics and Sports Medicine ,Surgery ,Ct imaging ,business ,Nuclear medicine - Abstract
Background The purpose of this study was to determine if addition of CT to axillary radiographs (AXR) alters preoperative decision making for shoulder arthroplasty. Methods Preoperative deidentified images (XR alone and XR with CT) of 50 patients with glenohumeral arthritis were reviewed independently by 3 reviewers in a blinded fashion. Each reviewer graded images for glenoid wear pattern as simple (Walch A1 or B1) or advanced [A2, B2, C]), adequacy of AXR and need for advanced imaging. The reviewers determined a preoperative plan for all patients based on XR alone vs. XR and CT including the arthroplasty type (anatomic or reverse total shoulder) and their plan for treating glenoid wear (eccentric or standard reaming vs. bone graft or augment). Kappa values (κ) were calculated to determine inter-rater agreement and consistency among multiple reviewers. Fisher's exact test was used to assess any difference in preoperative plan once the shoulders were separated into simple and advanced glenoid wear patterns. Results The 3 reviewers agreed that quality of AXRs was significantly inadequate (P Conclusion Axillary radiographs are often inadequate for preoperative planning in shoulder arthritis with advanced glenoid wear patterns (Walch A2, B2, C types). Addition of CT imaging to radiographs in shoulder arthritis with advanced glenoid wear can affect the preoperative decision with respect to type of shoulder arthroplasty and/or plan for addressing glenoid wear (reaming, bone graft or augmented glenoids). Level of evidence Level IV
- Published
- 2021
44. Fact or fiction: the '5 mm Rule' in greater tuberosity fractures of the proximal humerus
- Author
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Devon J. Ryan, Joseph D. Zuckerman, and Kenneth A. Egol
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Orthopedics and Sports Medicine ,Surgery - Published
- 2022
45. CORR Insights®: Substantial Inconsistency and Variability Exists Among Minimum Clinically Important Differences for Shoulder Arthroplasty Outcomes: A Systematic Review
- Author
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Joseph D. Zuckerman
- Subjects
Orthopedics and Sports Medicine ,Surgery ,General Medicine - Published
- 2022
46. Does isolated glenosphere lateralization affect outcomes in reverse shoulder arthroplasty?
- Author
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Joseph J. King, Keegan M. Hones, Thomas W. Wright, Christopher Roche, Joseph D. Zuckerman, Pierre H. Flurin, and Bradley S. Schoch
- Subjects
Orthopedics and Sports Medicine ,Surgery - Abstract
While lateralization of the glenohumeral center of rotation during reverse shoulder arthroplasty (RSA) has benefits of maintaining tension on the remaining rotator cuff and decreasing implant impingement on the glenoid, few clinical studies have evaluated the isolated effect of glenoid lateralization in RSA. The purpose of this study was to evaluate if clinical outcomes are affected by isolated glenosphere lateralization using a single implant design.A retrospective review from a multicenter shoulder arthroplasty research database was performed between 2011 and 2018 using a single implant system to perform this case-controlled study. Inclusion criteria included primary RSAs with adequate preoperative and postoperative active and passive range of motion (ROM) measurements, outcome scores, and a minimum two-year follow-up. Revision shoulder arthroplasties and RSA for fractures were excluded from analysis. 102 RSAs (61 females, 41 males) using a +4mm lateralized glenosphere were compared to 102 sex, age, and glenosphere diameter matched control shoulders with standard glenospheres (whose center of rotation (CoR) is 2mm lateral to the glenoid fossa). The mean age at surgery was 70.4 years. Mean follow up was 43.6 + 18.9 months. All RSAs were performed with the same implant system (Equinoxe, Exactech, Gainesville, FL). Clinical outcome measures included ROM, ASES, Constant, UCLA, SST, SPADI scores, and VAS pain scores. We used the chi-squared test and Fisher exact test for bivariate analysis and the student t-test for continuous variables.Both groups were of similar average age and follow-up. They also had comparable rates of prior surgery and comorbidities. The lateralized glenosphere group had a slightly higher BMI (31.2 vs. 29.2, p=0.04). Both groups demonstrated significant improvements in all outcome scores that exceeded the MCID and the SCB. The groups demonstrated similar preoperative, postoperative and improvements in ROM as well as outcome scores. The overall complication rate was similar between groups (4% in lateralized and 5% in controls, p=0.73). Scapular or acromial fractures differences were not statistically significant between groups (1% in lateralized group vs. 3% in standard group, p=0.31). Scapular notching was more frequent in the standard group compared to the lateralized group (9% vs. 2%, p=0.03).In a medialized glenosphere/lateralized humerus design, a +4mm lateralized glenosphere provided no significant advantage in postoperative pain, ROM, or outcome scores. However, lateralized glenospheres did demonstrate significantly lower scapular notching rates.III; Retrospective Cohort Comparison; Treatment Study.
- Published
- 2023
47. L’utilisation d’une glénosphère latéralisée sur une prothèse totale inversée d’épaule influence-t-elle les résultats fonctionnels ?
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Joseph J. King, Keegan M. Hones, Thomas W. Wright, Christopher P. Roche, Joseph D. Zuckerman, Pierre-Henri Flurin, and Bradley S. Schoch
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Orthopedics and Sports Medicine ,Surgery - Published
- 2023
48. Excellent mid-term outcomes with a hemispheric titanium porous-coated acetabular component for total hip arthroplasty: 7–10 year follow-up
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Joseph D. Zuckerman, Ran Schwarzkopf, Jonathan A. Gabor, David Yeroushalmi, Nolan A. Maher, and Vivek Singh
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musculoskeletal diseases ,10 year follow up ,business.industry ,Dentistry ,chemistry.chemical_element ,equipment and supplies ,Acetabular component ,chemistry ,Porous ingrowth ,Medicine ,Orthopedics and Sports Medicine ,Surgery ,business ,Total hip arthroplasty ,Titanium ,Fixation (histology) - Abstract
Introduction: Third-generation hemispheric, titanium porous-coated (HTPC) acetabular cups have been shown to achieve good biologic fixation through enhanced porous ingrowth surfaces. They also allow for a wide range of bearing options, including polyethylene, dual-mobility, and ceramic liners. The purpose of the study is to review the mid-term clinical outcomes an HTPC acetabular cup with a minimum of 7-year follow-up. Methods: A retrospective, observational study was conducted on all consecutive patients who underwent total hip arthroplasty (THA) with an HTCP acetabular cup at an urban, tertiary referral centre. Descriptive statistics were used describe baseline patient characteristics. Outcomes collected included postoperative complications, survival free of reoperations, and presence of osteolysis at latest imaging follow-up. Implant survival was analysed using the Kaplan-Meier method. Results: 118 cases (114 primary, 4 revision) underwent THA with the HTCP acetabular cup at an average follow-up of 8.16 ± 0.85 years (range 7.02–10.28 years). Mean patient age at the time of surgery was 61.29 ± 12.04 years. All cases utilised a high-molecular-weight polyethylene (HMWPE) liner. None of the acetabular cups showed loosening or migration at the latest follow-up. There were 2 revisions in our study, 1 for abductor mechanism disruption and 1 due to surgical site infection where the acetabular cup was revised. Kaplan-Meier survivorship analysis for all-cause revision at 7 and 10-year follow-up showed a survival rate of 99.1% (95% confidence interval, 94.1–99.9%). Survivorship analysis for aseptic acetabular revision at 10-year follow-up showed a survival rate of 100%. Conclusions: At long-term follow-up, no radiologic and minimal clinical complications were identified in this series. The HTPC acetabular cup system, used in conjunction with a HMWPE liner, demonstrates excellent outcomes and survivorship when compared to earlier mid-term studies published in the literature.
- Published
- 2021
49. Use of machine learning to assess the predictive value of 3 commonly used clinical measures to quantify outcomes after total shoulder arthroplasty
- Author
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Joseph D. Zuckerman, Ankur Teredesai, Howard D. Routman, Christopher P. Roche, Steven Overman, Vikas Kumar, Pierre-Henri Flurin, Thomas W. Wright, and Ryan Simovitch
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Activities of daily living ,business.industry ,medicine.medical_treatment ,Evidence-based medicine ,Predictive analytics ,Machine learning ,computer.software_genre ,Arthroplasty ,Predictive value ,medicine ,Orthopedics and Sports Medicine ,Surgery ,Constant score ,Artificial intelligence ,business ,Range of motion ,Value (mathematics) ,computer - Abstract
Background An important psychometric parameter of validity that is rarely assessed is predictive value. In this study we utilize machine learning to analyze the predictive value of 3 commonly used clinical measures to assess 2-year outcomes after total shoulder arthroplasty (TSA). Methods XGBoost was used to analyze data from 2790 TSA patients and create predictive algorithms for the American Shoulder and Elbow Surgeons (ASES), Constant, and the University of California Los Angeles (UCLA) scores and also quantify the most meaningful predictive features utilized by these measures and for all questions comprising each measure to rank and compare their value to predict 2-year outcomes after TSA. Results Our results demonstrate that the ASES, Constant, and UCLA measures rarely considered the most-predictive features relevant to 2-year TSA outcomes and that each outcome measure was composed of questions with different distributions of predictive value. Specifically, the questions composing the UCLA score were of greater predictive value than the Constant questions, and the questions composing the Constant score were of greater predictive value than the ASES questions. We also found the preoperative Shoulder Pain and Disability Index (SPADI) score to be of greater predictive value than the preoperative ASES, Constant, and UCLA scores. Finally, we identified the types of preoperative input questions that were most-predictive (subjective self-assessments of pain and objective measurements of active range of motion and strength) and also those that were least-predictive of 2-year TSA outcomes (subjective task-specific activities of daily living questions). Discussion Machine learning can quantify the predictive value of the ASES, Constant, and UCLA scores after TSA. Future work should utilize this and related techniques to construct a more efficient and effective clinical outcome measure that incorporates subjective and objective input questions to better account for the preoperative factors that influence postoperative outcomes after TSA. Level of Evidence Level III; Retrospective Comparative Study
- Published
- 2021
50. Impact of Admission Source on Shoulder Arthroplasty
- Author
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Andrew J, Clair, David H, Mai, Siddharth A, Mahure, Joseph D, Zuckerman, and Mandeep S, Virk
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Postoperative Complications ,Arthroplasty, Replacement, Shoulder ,Elective Surgical Procedures ,Odds Ratio ,Humans ,Length of Stay ,Arthroplasty ,Retrospective Studies - Abstract
The purpose of this study was to determine the relationship between admission source and postoperative length of stay (LOS), index admission hospital charges, and discharge disposition, in patients undergoing shoulder arthroplasty.The New York Statewide Planning and Research Cooperative System (SPARCS) was used to identify all patients that underwent elective shoulder arthroplasty from 1994 through 2015. Patients were grouped into institutionalized (INS) versus non-institutionalized (n-INS) groups based on admission source. The two groups were compared regarding demographics, Charleston comorbidity index (CCI), postoperative blood transfusion requirement, LOS, and total charges.A total of 33,248 patients were identified (32,875 n-INS, 373 INS). Patientsin the INS cohort were significantly older (71.9 versus 68.1 years) and had a higher CCI (1.3 vs. 0.7). The mean LOS in the INS group was nearly 1 week longer(9.5 days vs. 2.8 days) and had a significantly higher postoperative blood transfusion rate (37.5% vs. 9.2%, odds ratio: 5.9). The mean total hospital charges in the INS group were also significantly higher ($63,988 vs. $36,826).Institutionalized patients undergoing shoulder arthroplasty have a protracted postoperative hospital course and this ultimately resulted in poorer outcomes and increased resource utilization.
- Published
- 2022
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