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Bone & Joint Open
Vol. 3, Issue 12 | Pages 933 - 940
23 Dec 2022
Clement ND Patton RFL MacDonald DJ Duckworth AD

Aims. The primary aim was to assess whether preoperative health-related quality of life (HRQoL) was associated with postoperative mortality following total hip arthroplasty (THA) and knee arthroplasty (KA). Secondary aims were to assess whether patient demographics/comorbidities and/or joint-specific function were associated with postoperative mortality. Methods. Patients undergoing THA (n = 717) and KA (n = 742) during a one-year period were identified retrospectively from an arthroplasty register. Patient demographics, comorbidities, Oxford score, and EuroQol five-dimension (EQ-5D) were recorded preoperatively. Patients were followed up for a minimum of seven years and their mortality status was obtained. Cox regression analysis was used to adjust for confounding. Results. During the study period, 111 patients (15.5%) undergoing THA and 135 patients (18.2%) undergoing KA had died at a mean follow-up of 7.5 years (7 to 8). When adjusting for confounding, the preoperative EQ-5D was associated with postoperative mortality, and for each 0.1 difference in the utility there was an associated change in mortality risk of 6.7% (p = 0.048) after THA, and 6.8% (p = 0.047) after KA. Comorbidities of connective tissue disease (p ≤ 0.026) and diabetes (p ≤ 0.028) were associated with mortality after THA, whereas MI (p ≤ 0.041), diabetes (p ≤ 0.009), and pain in other joints (p ≤ 0.050) were associated with mortality following KA. The preoperative Oxford score was associated with mortality, and for each one-point change in the score there was an associated change in mortality risk of 2.7% (p = 0.025) after THA and 4.3% (p = 0.003) after KA. Conclusion. Worse preoperative HRQoL and joint specific function were associated with an increased risk of postoperative mortality. Both HRQoL and joint-specific function decline with longer waiting times to surgery for THA and KA and therefore may result in an increased postoperative mortality risk than would have been expected if surgery had been undertaken earlier. Cite this article: Bone Jt Open 2022;3(12):933–940


Orthopaedic Proceedings
Vol. 104-B, Issue SUPP_14 | Pages 32 - 32
1 Dec 2022
Ricci A Boriani L Giannone S Aiello V Marvasi G Toccaceli L Rame P Moscato G D'Andrea A De Benedetto S Frugiuele J Vommaro F Gasbarrini A
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Scoliosis correction surgery is one of the longest and most complex procedures of all orthopedic surgery. The complication rate is therefore not negligible and is particularly high when the surgery is performed in patients with neuromuscular or connective tissue disease or complex genetic syndromes. In fact, these patients have various comorbidities and organ deficits (respiratory capacity, swallowing / nutrition, heart function, etc.), which can compromise the outcome of the surgery. In these cases, an accurate assessment and preparation for surgery is essential, also making use of external consultants. To make this phase simpler, more effective and homogeneous, a multidisciplinary path of peri-operative optimization is being developed in our Institute, which also includes the possibility of post-operative hospitalization for rehabilitation and recovery. The goal is to improve the basic functional status as much as possible, in order to ensure faster functional recovery and minimize the incidence of peri-operative complications, to be assessed by clinical audit. The path model and the preliminary results on the first patients managed according to the new modality are presented here. The multidisciplinary path involves the execution of the following assessments / interventions: • Pediatric visit with particular attention to the state of the upper airways and the evaluation of chronic or frequent inflammatory states • Cardiological Consultation with Echocardiogram. • Respiratory Function Tests, Blood Gas Analysis and Pneumological Consultation to evaluate indications for preoperative respiratory physiotherapy cycles, Non-Invasive Ventilation (NIV) cycles, Cough Machine. Possible Polysomnography. • Nutrition consultancy to assess the need for nutritional preparation in order to improve muscle trophism. • Consultation of the speech therapist in cases of dysphagia for liquids and / or solids. • Electroencephalogram and Neurological Consultation in epileptic patients. • Physiological consultation in patients already being treated with a cough machine and / or NIV. • Availability of postoperative hospitalization in the rehabilitation center (with skills in respiratory and neurological rehabilitation) for the most complex cases. When all the appropriate assessments have been completed, the anesthetist in charge at our Institute examines the clinical documentation and establishes whether the path can be considered complete and whether the patient is ready for surgery. At the end of the surgery, the patient is admitted to the Post-operative Intensive Care Unit of the Institute. If necessary, a new program of postoperative rehabilitation (respiratory, neuromotor, etc.) is programmed in a specialist reference center. To date, two patients have been referred to the preoperative optimization path: one with Ullrich Congenital Muscular Dystrophy, and one with 6q25 Microdeletion Syndrome. In the first case, the surgery was performed successfully, and the patient was discharged at home. In the second case, after completing the optimization process, the surgery was postponed due to the finding of urethral malformation with the impossibility of bladder catheterization, which made it necessary to proceed with urological surgery first. The preliminary case series presented here is still very limited and does not allow evaluations on the impact of the program on the clinical practice and the complication rate. However, these first experiences made it possible to demonstrate the feasibility of this complex multidisciplinary path in which a network of specialists takes part


Orthopaedic Proceedings
Vol. 102-B, Issue SUPP_10 | Pages 8 - 8
1 Oct 2020
Wyles CC Maradit-Kremers H Rouzrokh P Barman P Larson DR Polley EC Lewallen DG Berry DJ Pagnano MW Taunton MJ Trousdale RT Sierra RJ
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Introduction. Instability remains a common complication following total hip arthroplasty (THA) and continues to account for the highest percentage of revisions in numerous registries. Many risk factors have been described, yet a patient-specific risk assessment tool remains elusive. The purpose of this study was to apply a machine learning algorithm to develop a patient-specific risk score capable of dynamic adjustment based on operative decisions. Methods. 22,086 THA performed between 1998–2018 were evaluated. 632 THA sustained a postoperative dislocation (2.9%). Patients were robustly characterized based on non-modifiable factors: demographics, THA indication, spinal disease, spine surgery, neurologic disease, connective tissue disease; and modifiable operative decisions: surgical approach, femoral head size, acetabular liner (standard/elevated/constrained/dual-mobility). Models were built with a binary outcome (event/no event) at 1-year and 5-year postoperatively. Inverse Probability Censoring Weighting accounted for censoring bias. An ensemble algorithm was created that included Generalized Linear Model, Generalized Additive Model, Lasso Penalized Regression, Kernel-Based Support Vector Machines, Random Forest and Optimized Gradient Boosting Machine. Convex combination of weights minimized the negative binomial log-likelihood loss function. Ten-fold cross-validation accounted for the rarity of dislocation events. Results. The 1-year model achieved an area under the curve (AUC)=0.63, sensitivity=70%, specificity=50%, positive predictive value (PPV)=3% and negative predictive value (NPV)=99%. The 5-year model achieved an AUC=0.62, sensitivity=69%, specificity=51%, PPV=7% and NPV=97%. All cohort-level accuracy metrics performed better than chance. The two most influential predictors in the model were surgical approach and acetabular liner. Conclusions. This machine learning algorithm demonstrates high sensitivity and NPV, suggesting screening tool utility. The model is strengthened by a multivariable dataset portending differential dislocation risk. Two modifiable variables (approach and acetabular liner) were the most influential in dislocation risk. Calculator utilization in “app” form could enable individualized risk prognostication. Furthermore, algorithm development through machine learning facilitates perpetual model performance enhancement with future data input


Orthopaedic Proceedings
Vol. 99-B, Issue SUPP_1 | Pages 74 - 74
1 Jan 2017
Dasouki M Toby B Alaiya A Saadi I
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Dupuytren Disease (DD), the most common connective tissue disease in man, presents as a benign fibromatosis of the hands and fingers resulting in the formation of nodules and cords and often leading to flexion contractures in association with keloids or Peyronie disease. Surgical resection of the fibrotic nodules, and more recently intra-lesional collagenase injection are the main therapeutic options for these patients. While the exact cause of DD is still unknown, linkage and Genome Wide Association Studies (GWAS) showed molecular heterogeneity with at least 10 different susceptibility loci 6 of which are close to genes encoding proteins in the Wnt-signaling pathway. We aim to identify the molecular basis of Dupuytren Disease (DD). Twenty patients with Dupuytren disease (including 3 patients with autosomal dominant inheritance, 1 with keloids and congenital torticollis, 2 with Peronie disease), were included in this study. Chromosome Microarray Analysis (CMA), Whole Exome Sequencing (WES) of gDNA and proteomic analysis by LC-Tandem Mass Spectrometry (LC-MSMS) studies were performed. Expression and Network analysis of LCMSMS results was performed using Principal Component Analysis (PCA), ANOVA and Ingenuity Pathway Analysis (IPA). No pathogenic copy number variants (CNVs) were found in CMA (n = 3). WES showed potentially pathogenic variants in POSTN, WNT11, MMP1 and COL3A1. PCA showed three differentially expressed clusters and network-IPA identified ACTB, BAX, COL3A1, FBN1, FN1, MMP1 as potential biomarkers. Comprehensive multi-OMIC analysis of gDNA and tissue proteins in patients with DD identified several connective tissue biomarkers potentially important in the pathogenesis of DD


Orthopaedic Proceedings
Vol. 97-B, Issue SUPP_11 | Pages 6 - 6
1 Oct 2015
Smaldone S Andarawis-Puri N del Solar M Ramirez F
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Introduction. Skeletal abnormalities caused by disproportioned bone overgrowth (LBO), are a common trait in Marfan syndrome (MFS), a connective tissue disease caused by mutations in the extracellular matrix (ECM) protein and TGFβ regulator fibrillin-1 (Fbn1). The cause of LBO in MFS is unknown and therapies are not available. Fibrillin-1 hypomorphic mouse model (Fbn1mgR/mgR) faithfully replicates MFS skeletal manifestations including elongated bones however, its early demise due aortic rupture limit the magnitude of LBO investigation. Materials and Methods. To circumvent Fbn1mgR/mgR lethality and investigate the contribution of specific skeletal tissues to LBO, Fbn1 gene expression was targeted in developing limbs by crossing Fbn1Lox/Lox mice with Prx1-Cre, in or bone with Osx-Cre, in cartilage and perichondrium with Col2-Cre, in skeletal muscles with Mef2c-Cre, and ligaments and tendons with Scx-Cre. Bones length of Fbn1 conditional mice KO was measured and relevant histological, cellular and biomechanical parameters were assessed. Results. Fbn1Prx1−/+ and Fbn1Prx1−/− mice had longer limbs bones compared to WT mice and amount of fibrillin-1 in the limb matrix was inversely proportional to bone length. Interestingly, Fbn1 gene targeting in ligaments/tendons resulted in LBO, altered tissues' mechanics and TGFβ-induced switch of tendon stem cells to chondrocytes. Gene targeting in other limb's anatomical locations did not result in LBO thus ruling out the participation of surrounding tissues to this bone phenotype. Discussion. Fbn1 gene inactivation in ligament/tendon is associated with increased local TGFβ, altered biomechanical properties and LBO. As previously reported, ligaments/tendons respond to changes in mechanical load by increasing the levels and/or the activity of TGF-β while bones undergo morphological adaptation in response to muscle loads transmitted by tendons. We hypothesize that dysregulation of local TGFβ signaling and altered biomechanical properties of fibrillin-1 deficient ligaments/tendons affect endochondral ossification by improper load transmission to bone. By showing ligament/tendon-dependent regulation of postnatal longitudinal bone growth this study provides a paradigm-shift in tendon biology and it shades a new light on LBO pathophysiology in MFS, thus providing the bases for new pharmacological interventions for this and related skeletal conditions


Orthopaedic Proceedings
Vol. 84-B, Issue SUPP_III | Pages 335 - 335
1 Nov 2002
Burn SC Austin OMB Towns G Batchelor AG
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Patients requiring posterior fixation of the cervical spine are often elderly and frequently suffer from concurrent connective tissue disease together with steroid therapy. These patients are at increased risk of wound infection and breakdown. The extensive tissue dissection required, and the bulk of the posterior spinal devices may lead to difficult wound closure and delayed wound healing. Over a four-year period, 1997 – 2001, 54 patients underwent posterior cervical spine fixation. Of these, eleven patients required muscle cover, four at the time of initial surgery and seven as a delayed procedure for wound breakdown. All these patients underwent trapezius muscle flap reconstruction (ten unilateral, one bilateral) which resulted in successful wound healing. We make several recommendations for prevention of wound breakdown in this patient population. These include modification of the screw and rod fixation system to reduce the bulk, and assessment of the wound at the end of the primary procedure with a view to primary trapezius muscle flap transposition in those patients who are at risk of wound breakdown


Bone & Joint Open
Vol. 2, Issue 6 | Pages 380 - 387
1 Jun 2021
MacDonald DJ Clement ND Howie CR Scott CEH

Aims

The primary aim was to assess the patient-perceived effect of restrictions imposed due to COVID-19 on rehabilitation following total hip arthroplasty (THA) and total knee arthroplasty (TKA). Secondary aims were to assess perceived restrictions, influence on mental health, and functional outcome compared to patients undergoing surgery without restriction.

Methods

During February and March 2020, 105 patients underwent THA (n = 48) or TKA (n = 57) and completed preoperative and six-month postoperative assessments. A cohort of 415 patients undergoing surgery in 2019 were used as the control. Patient demographic data, BMI, comorbidities, Oxford Hip Score (OHS) or Knee Score (OKS), and EuroQoL five-domain (EQ-5D) score were collected preoperatively and at six months postoperatively. At six months postoperatively, the 2020 patients were also asked to complete a questionnaire relating to the effect of the social restrictions on their outcome and their mental health.


The Bone & Joint Journal
Vol. 101-B, Issue 8 | Pages 941 - 950
1 Aug 2019
Scott CEH MacDonald DJ Howie CR

Aims

The EuroQol five-dimension (EQ-5D) questionnaire is a widely used multiattribute general health questionnaire where an EQ-5D < 0 defines a state ‘worse than death’ (WTD). The aim of this study was to determine the proportion of patients awaiting total hip arthroplasty (THA) or total knee arthroplasty (TKA) in a health state WTD and to identify associations with this state. Secondary aims were to examine the effect of WTD status on one-year outcomes.

Patients and Methods

A cross-sectional analysis of 2073 patients undergoing 2073 THAs (mean age 67.4 years (sd 11.6; 14 to 95); mean body mass index (BMI) 28.5 kg/m2 (sd 5.7; 15 to 72); 1253 female (60%)) and 2168 patients undergoing 2168 TKAs (mean age 69.3 years (sd 9.6; 22 to 91); BMI 30.8 kg/m2 (sd 5.8; 13 to 57); 1244 female (57%)) were recorded. Univariate analysis was used to identify variables associated with an EQ-5D score < 0: age, BMI, sex, deprivation quintile, comorbidities, and joint-specific function measured using the Oxford Hip Score (OHS) or Oxford Knee Score (OKS). Multivariate logistic regression was performed. EQ-5D and OHS/OKS were repeated one year following surgery in 1555 THAs and 1700 TKAs.


Bone & Joint 360
Vol. 8, Issue 1 | Pages 21 - 24
1 Feb 2019