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Bone & Joint Open
Vol. 5, Issue 10 | Pages 894 - 897
16 Oct 2024
Stoneham A Poon P Hirner M Frampton C Gao R

Aims. Body exhaust suits or surgical helmet systems (colloquially, ‘space suits’) are frequently used in many forms of arthroplasty, with the aim of providing personal protection to surgeons and, perhaps, reducing periprosthetic joint infections, although this has not consistently been borne out in systematic reviews and registry studies. To date, no large-scale study has investigated whether this is applicable to shoulder arthroplasty. We used the New Zealand Joint Registry to assess whether the use of surgical helmet systems was associated with lower all-cause revision or revision for deep infection in primary shoulder arthroplasties. Methods. We analyzed 16,000 shoulder arthroplasties (hemiarthroplasties, anatomical, and reverse geometry prostheses) recorded on the New Zealand Joint Registry from its inception in 2000 to the present day. We assessed patient factors including age, BMI, sex, and American Society of Anesthesiologists (ASA) grade, as well as whether or not the operation took place in a laminar flow operating theatre. Results. A total of 2,728 operations (17%) took place using surgical helmet systems. Patient cohorts were broadly similar in terms of indication for surgery (osteoarthritis, rheumatoid arthritis, fractures) and medical comorbidities (age and sex). There were 842 revisions (5% of cases) with just 98 for deep infection (0.6% of all cases or 11.6% of the revisions). There were no differences in all-cause revisions or revision for deep infection between the surgical helmet systems and conventional gowns (p = 0.893 and p = 0.911, respectively). Conclusion. We found no evidence that wearing a surgical helmet system reduces the incidence of periprosthetic joint infection in any kind of primary shoulder arthroplasty. We acknowledge the limitations of this registry study and accept that there may be other benefits in terms of personal protection, comfort, or visibility. However, given their financial and ecological footprint, they should be used judiciously in shoulder surgery. Cite this article: Bone Jt Open 2024;5(10):894–897


Orthopaedic Proceedings
Vol. 88-B, Issue SUPP_I | Pages 135 - 135
1 Mar 2006
Sukthankar A
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Introduction: Surgical treatment of glenohumeral joint pathologies with both hemiarthroplasty and total shoulder arthroplasty have shown good results. Although techniques and designs have improved, patients do undergo revision surgery. Complications like chronic instability, inadequate function of the rotator cuff, infection and early component loosening become compromising on the result of shoulder arthroplasty. Revision surgery with the reverse Delta-III prosthesis is a promising treatment modality. The goal of this study was to evaluate the outcome of revision arthroplasty with Delta-III prosthesis after failed primary shoulder arthroplasty. Material and methods: From 1996 till 2001, we retrospectively analysed 24 patients who underwent revision arthroplasty with a Delta-III-Prosthesis. Out of them 17 had been operated with a hemiarthroplasty and 7 with a total shoulder arthroplasty for different pathologies. Data assessment included pre- and postoperative subjective shoulder value and Constant score. Standard radiographs were performed at time of follow-up. Results: At average follow-up time of 39 months, patient showed a significant pre- to postoperative gain in subjective shoulder value, relative constant score, active range of motion and strength together with reduction of pain (p< 0.05). No difference was seen in the outcome, if revision arthroplasty was performed after hemiarthro-plasty or total shoulder replacement. Complications were observed in more than 30% of the cases. Conclusion: In case of failure of primary shoulder arthroplasty, revision with an inverse Delta-III prosthesis is a good treatment option. Good functional results are observed at short to mid term follow up. This outcome though is slightly compromised by a relatively high complication rate


Orthopaedic Proceedings
Vol. 98-B, Issue SUPP_23 | Pages 82 - 82
1 Dec 2016
Molina RM Suari AF Castellnou PG Puig L Torrens C
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Aim. Recent studies have indicated that the presence of P. acnes in the skin of the shoulder and around the acromion is higher than other body regions like the knee or the hip. The aim of this study was to estimate the presence of P. acnes in a real set of primary shoulder arthroplasty, after skin preparation with chlorhexidine and administration of empirical antibiotic therapy. Method. A prospective observational study involving 63 patients undergoing primary shoulder arthroplasty was designed. In all patients two skin biopsies with a 3 mm dermal punch and one subcutaneous tissue sample after surgical incision were obtained. Skin biopsies were obtained at the most anterior part of the surgical wound in case of superior approach and at the upper part in the deltopectoral approach. All patients underwent preoperative antibiotic prophylaxis with cefazolin 2g ev and skin preparation with 2% chlorhexidine alcoholic tinted before the start of surgery twice. The aerobic cultures were incubated at 37ºC for 7 days whereas the anaerobic ones incubated for 14 days. Results. A total of 63 consecutive patients who underwent shoulder arthroplasty (58 reverse shoulder arthroplasty and 5 anatomical) were analysed. 54 women and 9 men, mean age of 73.94 (SD 6.19). The indication for arthroplasty was a secondary arthropathy cuff injury in 42 cases, primary osteoarthritis in 3, acute fracture in 9 and fracture sequelae in 9. We obtained 189 tissue cultures (126 skin cultures and 63 subcutaneous) and 4 cultures were positive (2.02%) for P. acnes in 3 different patients. A first patient (female) had both positive skin cultures, the second patient (male) only had positive the subcutaneous tissue cultures and the third patient had positive also the subcutaneous tissue culture. The first patient underwent anatomical shoulder arthroplasty whereas the second and third patients underwent reverse shoulder arthroplasty. The time to grow was 15 days in first patient and 14 days in the second and third patient (mean 14.5 days). Conclusions. In a real setting of patients undergoing shoulder arthroplasty using antibiotic prophylaxis and standard preoperative skin preparation with chlorhexidine we found a low rate of positive cultures for P. acnes (2.02 %). The higher rate of P. acnes positive cultures in skin reported in previous studies may be caused by a different population study group (healthy and younger volunteers without antibiotic prophylaxis) or suboptimal culture technique (use of swaps)


Orthopaedic Proceedings
Vol. 87-B, Issue SUPP_II | Pages 163 - 163
1 Apr 2005
Di Fabio S Malone A Calvert P Lambert S Bayley I
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Aim. To identify and quantify the reasons for failure of primary shoulder arthroplasty. Materials. Seventy-nine Revision Shoulder Arthroplasties (RSA) in 75 patients were performed between January 1990 and July 2003. Twelve patients underwent more than one revision. Five patients were lost to follow-up. The indications for PSA (38 total shoulder arthroplasties, 37 hemiarthroplasties) were trauma (22), osteoarthritis (13), rheumatoid arthritis (11), avascular necrosis (9), cuff tear arthropathy (9), traumatic arthritis (5), capsulorraphy arthropathy (4),and instability (2). Glenoid and humeral bone stock, and rotator cuff integrity were analysed and the reasons for failure of the index procedure were determined. Results. The median interval between PSA and RSA was 46 months (1 month to 22.8 years; mean 28 months). Thirty-six (58.1%) PSAs (of which 26 of 37 hemiarthroplasties (70%)) failed in the first three years. Failure of the PSA was caused by rotator cuff deficiency (24), glenoid bone erosion (19), glenoid component loosening (25), humeral bone erosion (3), infection of the implant (3) and periprosthetic fracture (1). Revision of a loose humeral component was performed in 6 cases, but 31 humeral components were revised in order to deal with glenoid or rotator cuff conditions. Conclusion. When faced with a limited surgical armamentarium or tactic, there is a predictable rate of failure of shoulder replacement involving the interaction of the failed or failing rotator cuff and the evolution of glenoid deficiency


Orthopaedic Proceedings
Vol. 105-B, Issue SUPP_3 | Pages 69 - 69
23 Feb 2023
Morgan S Wall C de Steiger R Graves S Page R Lorimer M
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The aim of this study was to examine the incidence of obesity in patients undergoing primary total shoulder replacement (TSR) (stemmed and reverse) for osteoarthritis (OA) in Australia compared to the incidence of obesity in the general population.

A 2017–18 cohort of 2,621 patients from the Australian Orthopaedic Association National Joint Replacement Registry (AOANJRR) who underwent TSR, were compared with matched controls from the Australian Bureau of Statistics (ABS) National Health Survey from the same period. The two groups were analysed according to BMI category, sex and age.

According to the 2017–18 National Health Survey, 35.6% of Australian adults are overweight and 31.3% are obese. Of the primary TSR cases performed, 34.2% were overweight and 28.6% were obese. The relative risk of requiring TSR for OA increased with increasing BMI category. Class-3 obese females, aged 55–64, were 8.9 times more likely to require TSR compared to normal weight counterparts. Males in the same age and BMI category were 2.5 times more likely. Class-3 obese patients underwent TSR 4 years (female) and 7 years (male) sooner than their normal weight counterparts.

Our findings suggest that the obese population is at risk for early and more frequent TSR for OA. Previous studies demonstrate that obese patients undergoing TSR also exhibit increased risks of longer operative times, higher superficial infection rates, higher periprosthetic fracture rates, significantly reduced post-operative forward flexion range and greater revision rates.

Obesity significantly increases the risk of requiring TSR. To our knowledge this is the first study to publish data pertaining to age and BMI stratification of TSR Societal efforts are vital to diminish the prevalence and burden of obesity related TSR.

There may well be reversible pathophysiology in the obese population to address prior to surgery (adipokines, leptin, NMDA receptor upregulation). Surgery occurs due to recalcitrant or increased pain despite non-op Mx.


Bone & Joint Open
Vol. 4, Issue 8 | Pages 567 - 572
3 Aug 2023
Pasache Lozano RDP Valencia Ramón EA Johnston DG Trenholm JAI

Aims. The aim of this study is to evaluate the change in incidence rate of shoulder arthroplasty, indications, and surgeon volume trends associated with these procedures between January 2003 and April 2021 in the province of Nova Scotia, Canada. Methods. A total of 1,545 patients between 2005 and 2021 were analyzed. Patients operated on between 2003 and 2004 were excluded due to a lack of electronic records. Overall, 84.1% of the surgeries (n = 1,299) were performed by two fellowship-trained upper limb surgeons, with the remainder performed by one of the 14 orthopaedic surgeons working in the province. Results. Total shoulder arthroplasty (TSA) was the most frequent procedure (32.17%; n = 497), followed by stemmed hemiarthroplasty (SHA) (27.7%; n = 428). The most frequent indication for primary shoulder arthroplasty was degenerative osteoarthritis (58.1%; n = 882), followed by acute proximal humerus fracture in 15.11% (n = 245), and rotator cuff arthropathy in 14.18% (n = 220). The overall rate of revision was 7.7% (2.8% to 11.2%). The number of TSAs and reverse shoulder arthroplasties (RSAs) has been increasing since 2016. The amount of revision cases is proportional to the number of operations performed in the same year throughout the study period. Conclusion. The incidence of shoulder arthroplasty in the Maritime Provinces has increased over the last 16 years. Revision rates are similar the those found in other large database registries. Reverse shoulder arthroplasty prevalence has increased since 2016. Cite this article: Bone Jt Open 2023;4(8):567–572


Orthopaedic Proceedings
Vol. 103-B, Issue SUPP_15 | Pages 17 - 17
1 Dec 2021
Alier A Torrens C Bellosillo B Gibert J Pérez-Prieto D Corvec S
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Aim. Cutibacterium acnes (C. acnes) is the most cultured organism implicated in periprosthetic shoulder infections. Nevertheless, the clinical significance of its persistence on the skin surface and in the deep layers during shoulder arthroplasty surgery remains still unknown. The purpose of this study was to know if the C. acnes isolate present in deep tissues at the end of a primary shoulder arthroplasty could be responsible for shoulder arthroplasty infection. Method. Prospective study including 156 patients undergoing primary shoulder arthroplasty. In all the patients included 5 to 12 tissue samples were obtained and were specifically cultured to detect C. acnes presence. DNA was extracted from the C. acnes colonies selected with the QIAsymphony DSP Virus/Pathogen Midi Kit (Qiagen, Hilden, Germany). Libraries were prepared using Nextera XT kit (Illumina) and sequenced in an Illumina MiSeq sequencer. Sequencing files were pre-processed using The Microbial Genome Atlas pipeline. Samples that failed on QC analysis were discarded for further analysis. Isolate nucleotide distances were calculated using Genome-based distance matrix calculator from the enveomics collection. Comparative genomic analysis was performed between intra- and inter-patients’ isolates. Data analysis was performed using R 3.6.3. Results. For twenty-seven out of 156 patients (17.31%), C. acnes was present at the end of the primary surgery. Two of these patients (both male) developed a C. acnes periprosthetic shoulder infection after 6 and 4 months from the primary surgery. DNA from the C. acnes responsible for the periprosthetic infection was further analysed by whole genome sequencing (WGS). Average Nucleotide Identity (ANI) value was assessed, measuring the nucleotide-level genomic similarity between genome pairs. We found a clear ANI clustering in two major groups which corresponded, mainly, to the associated phylotype (97%–98% ANI). Moreover, when analysing both isolates that developed a periprosthetic shoulder infection, we found that all the revision-surgery isolates clustered nearer to their corresponding primary-surgery isolates (99.4% of similarity) than to the other independent bacterial isolates, supporting the causal relationship between the initial and the delayed infection. Conclusions. C. acnes present at the end of the primary surgery can be the cause of early- or delayed-periprosthetic joint infections in shoulder arthroplasty, revealing the potential route of infection. Therefore, efforts must be made in terms of antibiotic prophylaxis and skin preparation to limit infections of total shoulder arthroplasties


Orthopaedic Proceedings
Vol. 99-B, Issue SUPP_15 | Pages 9 - 9
1 Aug 2017
Warner J
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Glenoid bone loss is not an uncommon challenge in both primary shoulder arthroplasty surgery and revision surgery. Walch described the classification of glenoid morphology and this has led to an understanding of the expanded role for bone grafting, patient-specific implants and reverse prostheses. While bone grafting of the glenoid in conventional arthroplasty has been shown to be successful in some patients it is more routinely used in combination with reverse prostheses. More recently, augmented glenoid components have been developed for both conventional and reverse arthroplasty, though follow-up is insufficient to confirm their durability at this time


Orthopaedic Proceedings
Vol. 101-B, Issue SUPP_8 | Pages 13 - 13
1 May 2019
Iannotti J
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The number of shoulder arthroplasty procedures performed in the United States continues to rise. Currently, the number of procedures performed per year ranges from 55,000–80,000 and is expected to increase more than 300% in the coming years. Periprosthetic joint infection (PJI) is one of the most serious complications associated with arthroplasty surgery, leading to poor outcomes, increased cost, and technically difficult revision surgery. The incidence of infection following primary shoulder arthroplasty has been reported between 0.7% and 4%, representing 2.9–4.6% of all complications. Prosthetic shoulder joint infections are unlike prosthetic joint infections of the hip and knee. Shoulder PJIs are primarily indolent in nature and difficult to diagnose using traditional methods that have been shown to be accurate for periprosthetic infections of the hip and knee. The majority of infected revision shoulder arthroplasties are associated with growth of Propionibacterium acnes (P. Acnes). This slow-growing, anaerobic organism requires longer than normal incubation times for culture (7–21 days), and typically demonstrates a subtle, non-specific clinical presentation that can make the presence of infection difficult to identify. In the reported literature, P. Acnes accounts for about 70% of cases with positive cultures associated with revision for treatment of a painful shoulder arthroplasty and due to the bacteria's slow growing nature and virulence profile, the rate of infection following shoulder arthroplasty may often be underestimated. A more recent and promising tool for evaluation of periprosthetic infection has been analysis of synovial fluid. Synovial fluid biomarkers have been identified as part of the innate response to pathogens, and include pro-inflammatory cytokines and anti-microbial peptides, and marker levels have shown promise for improved diagnostic efficacy in hip and knee PJI. Currently, no highly predictive clinical test for diagnosis of PJI in the shoulder exists, however, several of these synovial biomarkers have recently been analyzed for their diagnostic capacity in the setting of periprosthetic shoulder infection. Synovial fluid cytokine analysis shows the potential to improve diagnosis of infection in revision shoulder arthroplasty. This information can help to guide decision-making in the management of PJI of the shoulder, including the decision to perform a single- vs. two-stage revision surgery, and the need for post-operative antibiotics following an unexpected positive culture result after revision surgery. However, there are still challenges to broader use of these synovial biomarkers. Synovial α-defensin (Synovsure, CD Diagnostic) is the only marker currently available as a commercial test, and no point-of-care test is currently available for any of the biomarkers to allow for intraoperative decision-making. While a preoperative synovial aspirate is possible to send for α-defensin analysis currently, with results back in approximately 24 hours, dry fluid aspirations are frequent in the shoulder because of the predominance of indolent pathogens and may limit utility of the test. In summary, indolent infection associated with P. acnes is a common cause for the painful total shoulder arthroplasty. Pre-operative diagnosis of infection is difficult as a result of the poor diagnostic accuracy of traditional methods of testing. Synovial biomarker testing may ultimately improve our ability to more accurately diagnosis and treat prosthetic shoulder joint infections


Orthopaedic Proceedings
Vol. 101-B, Issue SUPP_8 | Pages 3 - 3
1 May 2019
Romeo A
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The advent of modern anatomic shoulder arthroplasty occurred in the 1990's with the revelation that the humeral head dimensions had a fixed ratio between the head diameter and height. As surgeons moved from the concept of balancing soft tissue tension by using variable neck lengths for a given humeral head diameter, a flawed concept based on lower extremity reconstruction, improvements in range of motion and function were immediately observed. Long term outcome has validated this guiding principle for anatomic shoulder replacement with improved longevity of implants, improved patient and surgeon expectations and satisfaction with results. Once the ideal humeral head prosthesis is identified, and its position prepared, the surgeon must use a method to fix the position of the head that is correct in three dimensions and has the security to withstand patient activities and provide maximal longevity. Based again on lower extremity concepts, long stems were the standard of care, initially with cement, and now, almost universally without cement for a primary shoulder replacement. The incredibly low revision rates for humeral stem aseptic loosening shifted much of the attempted innovation to the challenges on the glenoid side of the reconstruction. However, glenoid problems including revision surgery, infections, periprosthetic fractures, and other complications often required the removal of the humeral stem. And, in many cases, the overall results of the procedure and the patient's long-term outcome was affected by the difficulty in removing the stem, leading surgeons to compromise the revision procedure, avoid revision surgery, or add to the overall morbidity with humeral fractures and substantial bone loss. With improved technology, including bone ingrowth methods, better matching of the proximal stem geometry to the humerus, and an understanding that the center of rotation (torque) on the humeral component is at the level of the humeral osteotomy, shorter stems and stemless humeral components were developed, now more than 10 years ago, primarily in Europe. With more than a decade of experience, our European colleagues have shown us that stemless humeral component replacement with a device that has both cortical and cancellous fixation is as effective as a stemmed device, easier to implant as well as revise when needed. The short-term results of the cancellous fixation stemless devices are acceptable, but longer follow-up is needed. Currently, the most widely used humeral components in the USA are short stem components, although the recent FDA approval of numerous stemless devices has initiated a shift from short stems to stemless devices. The truth is, short stem devices have a firm position in the USA surgeons' armamentarium today due to regulatory restrictions. A decade ago, without a predicate on the market, it was not conceivable that a stemless device that was already gaining popularity in Europe would be able to get 510K approval, and therefore would require a lengthy and expensive FDA IDE process. However, shorter stems had already been approved in the USA, as long as the stem length was 7 centimeters, matching the market predicate. Now, in 2018, based on evidence and outcomes, stemless humeral components should be the first choice when treating primary osteoarthritis of the glenohumeral joint. Short stem or longer stem devices should be reserved for those cases where stemless fixation is not possible, which is less than 10% of patients with primary OA of the shoulder


Orthopaedic Proceedings
Vol. 96-B, Issue SUPP_12 | Pages 18 - 18
1 Jul 2014
Bigliani L
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Shoulder arthroplasty is increasing and can lead to excellent results for the proper indicators. We will review cases of primary shoulder arthroplasty as well as complex cases. Furthermore we will present complications of shoulder arthroplasty and how they are successfully managed


Orthopaedic Proceedings
Vol. 99-B, Issue SUPP_5 | Pages 123 - 123
1 Mar 2017
Roche C Greene A Flurin P Wright T Zuckerman J Jones R
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Introduction. Humeral radiolucent lines after anatomic TSA (aTSA) have been well described; however, little clinical consequences have been attributed to them. The recent emergence of shorter humeral stems has demonstrated higher incidences of humeral radiolucencies than has been reported historically with standard length components. This large scale database analysis quantifies and compares the clinical outcomes of aTSAs with and without radiolucent humeral lines using one specific prosthesis to determine their impact on clinical outcomes. Methodology. This is a multicenter, retrospective, case controlled radiographic and clinical review. Preoperative and postoperative data was analyzed from 671 aTSA patients with a minimum of 2 years followup. 538 of these 671 aTSA patients had full radiographic followup (80.2%) and were included in this study; these patients had an average followup of 45.3 months). 459 patients had noncemented humeral stems; whereas, 79 patients had cemented humeral stems. Radiographs were reviewed at latest follow up for humeral radiolucent lines based on the technique described by Gruen et al. Patients were evaluated and scored pre-operatively and at latest follow-up using the SST, UCLA, ASES, Constant, and SPADI scoring metrics; ROM was also recorded. A Student's two-tailed, unpaired t-test was used to identify differences in pre-operative, post-operative, and improvement in results, where p<0.05 denoted a significant difference. Results. All patients demonstrated significant improvements in pain and function following treatment with the primary shoulder arthroplasty. 14 patients (8 female, avg: 65.6 yrs; 6 male, avg: 61.7 yrs) were observed to have radiolucent lines around the humeral component (2.6%). The rate of humeral radiolucent lines was observed to be significantly higher in patients with cemented (7.6%) vs. noncemented (1.7%) humeral stems (p = 0.0025). Pre-operatively, no difference was noted in any clinical metric score between patients with or without radiolucent humeral lines. (Figure 1) However post-operatively, patients with radiolucent humeral lines had significantly worse ASES (p=0.0087), UCLA (p=0.0371), SST (p=0.0341), and SPADI (p=0.0051) scores (Figure 2) and significantly lower improvements in outcomes according to ASES (p=0.0120) and SPADI (p=0.0247) scores (Figure 3), relative to patients without radiolucent humeral lines. Additionally, radiolucent lines had a more profound effect on cemented stems (as compared to noncemented stems), where cemented stems with radiolucent humeral liners were associated with significantly lower post-operative outcomes and significantly lower improvements in outcomes. Finally, patients with humeral radiolucent lines had a significantly higher complication rate (21.4% vs 4.6%, p = 0.004) as compared to the complication rate of patients without radiolucent humeral lines. Conclusions. The study demonstrated a relatively low incidence of humeral radiolucent lines with anatomic TSA. Cemented stems were associated with a significantly higher rate of humeral radiolucent lines as compared to noncemented stems. Patients whose shoulders had radiolucent humeral lines were associated with significantly lower clinical outcomes and significantly less active ROM as compared to those without radiolucent lines. This diminished outcome was more pronounced with cemented humeral stems. Additional and longer term clinical followup is necessary to confirm the results of this study


Orthopaedic Proceedings
Vol. 94-B, Issue SUPP_XXXVIII | Pages 154 - 154
1 Sep 2012
Goel DP Romanowski JR Warner JJ
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Purpose. Glenoid version has been correlated with tears within the rotator cuff. Cuff tear arthropathy is an evolution of multiple unhealed tendons ultimately resulting in pseudoparalysis. Although several factors are critical to allow tendon healing, we have observed that there is less glenoid version in patients with cuff tear arthropathy. This was compared to those with osteoarthritis where rotator cuff tears are uncommon. We hypothesize that patients undergoing inverse prosthesis generally have a near neutral glenoid. Method. A single surgeons practice (JPW) was retrospectively reviewed for all cuff tear arthropathy and osteoarthritis patients undergoing primary shoulder arthroplasty. (Zimmer, Warsaw, IN). Glenoid version was measured by 2 fellowship trained shoulder surgeons. Inter and intra-class correlation was measured. Results. The axial CT scans of 84 patients (cuff tear arthropathy and osteoarthritis) were evaluated. Inter and intra-class correlation was excellent (0.96, 0.97). Glenoid version was between 4.1 +/− 3.6 and 16.5 +/− 8.6 degrees for cuff tear arthropathy and osteoarthritis, respectively (p < 0.0001). Conclusion. Our observation of near neutral glenoid version in patients with cuff tear arthropathy has not been reported in the literature. The anatomical version of the glenoid may be a risk factor in patients undergoing rotator cuff repair. This may predispose certain individuals to cuff tear arthropathy compared to those with increased retroversion


Bone & Joint Research
Vol. 12, Issue 7 | Pages 447 - 454
10 Jul 2023
Lisacek-Kiosoglous AB Powling AS Fontalis A Gabr A Mazomenos E Haddad FS

The use of artificial intelligence (AI) is rapidly growing across many domains, of which the medical field is no exception. AI is an umbrella term defining the practical application of algorithms to generate useful output, without the need of human cognition. Owing to the expanding volume of patient information collected, known as ‘big data’, AI is showing promise as a useful tool in healthcare research and across all aspects of patient care pathways. Practical applications in orthopaedic surgery include: diagnostics, such as fracture recognition and tumour detection; predictive models of clinical and patient-reported outcome measures, such as calculating mortality rates and length of hospital stay; and real-time rehabilitation monitoring and surgical training. However, clinicians should remain cognizant of AI’s limitations, as the development of robust reporting and validation frameworks is of paramount importance to prevent avoidable errors and biases. The aim of this review article is to provide a comprehensive understanding of AI and its subfields, as well as to delineate its existing clinical applications in trauma and orthopaedic surgery. Furthermore, this narrative review expands upon the limitations of AI and future direction.

Cite this article: Bone Joint Res 2023;12(7):447–454.


Orthopaedic Proceedings
Vol. 93-B, Issue SUPP_III | Pages 293 - 293
1 Jul 2011
Dekker A Evans S Scammell B
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Aim: To reduce the amount of blood wastage in our unit. Method: In 72 patients, the number of blood units cross-matched and the haemoglobin/haematocrit fall were audited for primary total shoulder replacement (n=44), primary hemiarthroplasty (n=21), and revision shoulder replacement (n=7) over twelve months (January 2008 to December 2008). The amount of crossmatched blood was compared to the amount of blood transfused, pre-operative haemoglobin and fall in haemoglobin/haematocrit. Results: 23 of 44 primary total shoulder replacements and 5 of 21 hemiarthroplasties were crossmatched 55 units preoperatively. 4 of the 7 revision arthroplasties were crossmatched 7 units preoperatively. No units were transfused. 4 patients were later transfused 2 units each for symptomatic low haemoglobin at day 3–5 postoperatively from postoperatively crossmatched blood. No correlation existed between preoperative haemoglobin and number of units blood ordered. A haemoglobin reduction of ~2.5 g/dl was seen for both primary and revision surgery. There was significant correlation between low preoperative haemoglobin and need for transfusion (p< 0.05). Nearly all patients in whom blood was crossmatched rather than group and saved, belonged to one consultant. No patients had an adverse outcome due to a lack of immediately available cross-matched blood. Conclusion: A large amount of blood was crossmatched and no units used in primary and revision shoulder replacement surgery. We recommend group and save only in primary shoulder arthroplasty and crossmatch of 2 units for revision shoulder surgery. Providing pre-operative haemoglobin is > 11.5 g/dl, group and save is safe even for revision shoulder arthroplasty. Wastage of blood could be reduced to zero in our unit. We recommend regular audit as a tool to ensure compliance with guidelines, and for clinical governance purposes ensuring guidelines remain best practice


Orthopaedic Proceedings
Vol. 88-B, Issue SUPP_II | Pages 215 - 215
1 May 2006
Koithan W Magosch P Staub L
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Introduction In view of the legal claim for quality assurance in Germany, complete documentation and a professional evaluation of shoulder arthroplasty procedures are indispensable. Under the auspices of German AO International (DAOI), the German Society of Orthopeadics and Orthopeadic Surgery (DGOOC), the German Society of Trauma Surgery (DGU) and the German Society of Shoulder and Elbow Surgery (DVSE), and in collaboration with the MEM Institute for Evaluative Research in Orthopaedic Surgery, University of Bern, the nationwide online Shoulder Arthroplasty Register was implemented. Register setup The German Shoulder Arthroplasty Register consists of three online questionnaires, covering surgery for primary shoulder arthroplasty, follow-up examination, and revision surgery. Registered surgeons can access the questionnaires via Internet. For easier administration in clinics, paper copies of the questionnaires are also available. Online validation procedures check all entered data for completeness and plausibility. After passing these checks, data are sent to the central database. The centralization of the data collection is crucial for data unification and validity. Advantages Participating surgeons benefit from descriptive real-time statistics of their patients, and constant benchmarking of their performance in comparison with the whole register is possible. With the documentation of complications, implant failures and revision surgery, quality assurance reports can be easily produced. Furthermore, X-ray images of special cases can be uploaded. Perspective The German Shoulder Arthroplasty Register was launched in January 2006 and documentation is ongoing. First scientific results will be available in 2007


Orthopaedic Proceedings
Vol. 94-B, Issue SUPP_XXXIX | Pages 123 - 123
1 Sep 2012
Khan L Page R Miller L Graves S
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Aims. To report the rate of early revision (within two years) after shoulder arthroplasty and identify any patient, disease or prosthesis factors that may be associated with these early failures. Methods. The AOA National Joint Replacement Registry has recorded 7113 shoulder arthroplasty procedures up to December 2009. Data recorded includes diagnosis, patient demographics and prosthesis details. The main outcome of this analysis was the time to first revision of all primary shoulder arthroplasty recorded by the Registry. The cumulative per cent revision (CPR) of shoulder arthroplasty procedures was estimated using the Kaplan-Meier method. Cox proportional hazard models were used to test significance between groups. Results. The CPR (95% CI) at two years for all diagnosis was 5.2 (3.1, 8.7) for hemi-resurfacing arthroplasty, 4.0 (2.9, 5.6) for hemiarthroplasty, 4.1 (3.1, 5.3) for conventional total shoulder arthroplasty (TSA) and 4.0 (3.0, 5.2) for reverse total shoulder arthroplasty (reverse TSA). Neither patient age nor sex were shown to affect the rate of revision for conventional and reverse TSA performed for osteoarthritis. The use of an uncemented conventional TSR performed for osteoarthritis is associated with a higher rate of revision when compared with cemented TSR (HR 4.71 (1.43, 15.45)) and hybrid TSR using a cemented glenoid component (HR 2.48 (1.45, 4.24)). Both the Univers 3D conventional total shoulder replacement prosthesis (adjusted HR 3.8 (1.52, 9.50) p< 0.01) and the SMR/SMR reverse total shoulder replacement (adjusted HR 2.0 (1.15, 3.28) p=0.01) were prosthesis identified by the Registry as having a significantly higher rate of revision compared to all other prosthesis in the same class. Conclusions. The Registry has identified an increased early rate of revision with the use of uncemented convention TSR. Two types of prosthesis were identified as having a higher than anticipated rate of revision compared to all other prosthesis in the same class


Bone & Joint Open
Vol. 3, Issue 12 | Pages 977 - 990
23 Dec 2022
Latijnhouwers D Pedersen A Kristiansen E Cannegieter S Schreurs BW van den Hout W Nelissen R Gademan M

Aims

This study aimed to investigate the estimated change in primary and revision arthroplasty rate in the Netherlands and Denmark for hips, knees, and shoulders during the COVID-19 pandemic in 2020 (COVID-period). Additional points of focus included the comparison of patient characteristics and hospital type (2019 vs COVID-period), and the estimated loss of quality-adjusted life years (QALYs) and impact on waiting lists.

Methods

All hip, knee, and shoulder arthroplasties (2014 to 2020) from the Dutch Arthroplasty Register, and hip and knee arthroplasties from the Danish Hip and Knee Arthroplasty Registries, were included. The expected number of arthroplasties per month in 2020 was estimated using Poisson regression, taking into account changes in age and sex distribution of the general Dutch/Danish population over time, calculating observed/expected (O/E) ratios. Country-specific proportions of patient characteristics and hospital type were calculated per indication category (osteoarthritis/other elective/acute). Waiting list outcomes including QALYs were estimated by modelling virtual waiting lists including 0%, 5% and 10% extra capacity.


Orthopaedic Proceedings
Vol. 93-B, Issue SUPP_II | Pages 203 - 203
1 May 2011
Lädermann A Mélis B Christofilopoulos P Lubbeke A Bacle G Walch G
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Introduction: Clinically evident neurological injury of the operated limb after total shoulder arthroplasty is not uncommon. The purpose of this prospective study was to determine the incidence of subclinical neurological lesions after reverse shoulder arthroplasty and anatomic shoulder arthroplasty (group control), and to correlate its occurrence to postoperative lengthening of the arm. Method: We included all patients needing a total shoulder arthroplasty either anatomic or reversed. Each patient underwent a pre- and postoperative electromyography (EMG). This study focused on the clinical, radiological and EMG evaluation, with a measure of the lengthening of the arm in case of reversed shoulder arthroplasty according to a protocol previously validated. Result: Between November 2007 and February 2009, we collected 41 patients (42 prostheses), including 23 anatomic (group 1) and 19 reverse (group 2) primary shoulder arthroplasties. The 2 groups were similar according to mean age, comorbidity, male/female ratio and nerve conduction abnormalities on EMG performed on an average of 10 days before surgery. Control EMG realized at an average of 3.6 weeks postoperatively showed in group 1, a plexus lesion due to an intra-operative complication. In group 2, we noticed 9 recent neurological damages (45% of cases) involving mainly the axillary nerve; 8 were rapidly regressive. The incidence of recent injury was significantly more frequent in group 2 (p=0.003) with a risk 10.4 times higher (95% CI 1.4, 74.8). Mean lengthening of the arm after a reverse was 3.1 cm ± 1.8 (range 0.2 to 5.9) compared to preoperative measurement and 2.4 cm ± 2.1 (range −0.5 to 5.8) compared with the normal contra-lateral side. Discussion: The occurrence of peripheral neurological lesion following a reverse shoulder arthroplasty is common but usually transient. These lesions may cause postoperative pain, alter rehabilitation and can theoretically induce prosthetic instability. Lengthening of the arm is considered as one of the major factors responsible for this neurologic damage. Indeed, surgical dissection, compression phenomena by use of retractors or presence of hematoma, vascular injury, mobilization of the upper limb and possibly interscalene block are similar for the two types of prosthesis. Arm lengthening is thus a compromise between necessary retensionning of the deltoid for good mobility and instability avoidance, and lengthening which may be responsible for neurological lesions, acromial fractures and permanent arm abduction


Bone & Joint Open
Vol. 2, Issue 8 | Pages 618 - 630
2 Aug 2021
Ravi V Murphy RJ Moverley R Derias M Phadnis J

Aims

It is important to understand the rate of complications associated with the increasing burden of revision shoulder arthroplasty. Currently, this has not been well quantified. This review aims to address that deficiency with a focus on complication and reoperation rates, shoulder outcome scores, and comparison of anatomical and reverse prostheses when used in revision surgery.

Methods

A Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) systematic review was performed to identify clinical data for patients undergoing revision shoulder arthroplasty. Data were extracted from the literature and pooled for analysis. Complication and reoperation rates were analyzed using a meta-analysis of proportion, and continuous variables underwent comparative subgroup analysis.