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1.
BMJ Open ; 14(7): e082387, 2024 Jul 18.
Article in English | MEDLINE | ID: mdl-39025812

ABSTRACT

OBJECTIVES: (1) To develop an intervention for to support patients diagnosed with an anterior cruciate ligament (ACL) rupture with decision-making regarding treatment. (2) To define evidence-based recommendations for the treatment of patients following an ACL rupture. DESIGN: Nominal group technique consensus study. SETTING: Online meetings with patients and key stakeholders working and receiving treatment in the National Health Service, UK. PARTICIPANTS: Consensus meetings composed of eight voting participants and five non-voting facilitators. Voting participants included five clinicians, one outpatient therapy manager and two patients with experience in an ACL rupture and reconstructive surgery. Non-voting facilitators supported group discussions and/or observed study procedures. This included a clinical academic expert, two methodology experts and two patient representatives. METHOD: Two online meetings were held. Pre-elicitation material was distributed ahead of the first meeting. Premeeting voting was conducted ahead of both meetings. A draft of the shared decision-making intervention and recommendations were shared ahead of the second meeting. Components were discussed and ranked for inclusion based on a 70% agreement threshold. RESULTS: The meetings led to the development of a shared decision-making intervention to support treatment decision-making following an ACL rupture. The intervention includes two components: (1) a patient information leaflet and key questions diagram and (2) option grid. The evidence-based recommendations encompass core components of treatment reaching the 70% threshold agreed by the group. The recommendations cover: (1) advice and education, (2) exercise guidance, (3) intervention delivery, (4) outcome measure use and (5) shared decision-making. CONCLUSION: This study has successfully developed a shared decision-making intervention to support ACL treatment decision-making, ready for testing in a future feasibility study. Evidence-based recommendations for the treatment of patients following ACL injury, ready for testing in a National Health Service (UK) setting, are also presented. TRIAL REGISTRATION NUMBER: NCT05529511.


Subject(s)
Anterior Cruciate Ligament Injuries , Consensus , Decision Making, Shared , Humans , Anterior Cruciate Ligament Injuries/therapy , Anterior Cruciate Ligament Injuries/surgery , Anterior Cruciate Ligament Reconstruction/methods , United Kingdom , Female , Male , Patient Participation
2.
BMJ Open ; 14(2): e077393, 2024 Feb 12.
Article in English | MEDLINE | ID: mdl-38346881

ABSTRACT

INTRODUCTION: Total knee arthroplasty (TKA) is a common surgical intervention to treat joint diseases. However, TKA is associated with significant blood loss. Tranexamic acid (TXA) has been used to reduce perioperative bleeding and postoperative blood transfusion. This study aims to explore the effectiveness and safety of intraosseous regional administration (IORA) of TXA in TKA and compare differences in perioperative blood loss between IORA of TXA, intravenous infusion of TXA, and combined IORA and intravenous infusion of TXA. METHODS AND ANALYSIS: This randomised controlled trial will enrol 105 patients with osteoarthritis who meet the inclusion criteria for unilateral TKA. Patients were randomly divided into three groups using the random number table method. Group A received 1.0 g of TXA via IORA, group B received 1.0 g of TXA via intravenous infusion 15 min prior to the tourniquet release, and group C received both IORA of 1.0 g of TXA and intravenous infusion of 1.0 g of TXA. The primary outcome measure is perioperative total blood loss. Secondary outcomes include bleeding events, venous thromboembolism events, inflammation reactions, other complications and knee function assessments. ETHICS AND DISSEMINATION: This study has been approved by the Ethics Committee of Peking Union Medical College Hospital and registered in the Chinese Clinical Trial Registry. Informed consent will be obtained from all the patients before enrolment. The trial will be conducted in accordance with the principles of the Declaration of Helsinki and the International Conference on Harmonization Good Clinical Practice guidelines. The results of this study will be disseminated through peer-reviewed publications, conference presentations and social media platforms. The findings will provide valuable insights into the use of IORA of TXA in TKA and may lead to the development of new strategies for perioperative blood management in joint replacement surgery. TRIAL REGISTRATION NUMBER: The Ethics Committee of Peking Union Medical College Hospital (approval number: K2371); Chinese Clinical Trial Registry (trial registration number: ChiCTR2200066293).


Subject(s)
Antifibrinolytic Agents , Arthroplasty, Replacement, Knee , Tranexamic Acid , Humans , Tranexamic Acid/therapeutic use , Arthroplasty, Replacement, Knee/adverse effects , Blood Loss, Surgical/prevention & control , Antifibrinolytic Agents/therapeutic use , Postoperative Hemorrhage/drug therapy , Administration, Intravenous , Randomized Controlled Trials as Topic
4.
BMJ Open ; 14(1): e079161, 2024 01 08.
Article in English | MEDLINE | ID: mdl-38191252

ABSTRACT

OBJECTIVES: To explore trauma patients' experiences of the long-term recovery pathway during 18 months following hospital discharge. DESIGN: Longitudinal qualitative study. SETTING AND PARTICIPANTS: Thirteen trauma patients with injuries associated with pain that had been interviewed 6 weeks after discharge from Oslo University Hospital in Norway, were followed up with an interview 18 months postdischarge. METHOD: The illness trajectory framework informed the data collection, with semistructured, in-depth interviews that were analysed thematically. RESULTS: Compared with the subacute phase 6 weeks postdischarge, several participants reported exacerbated mental and physical health, including increased pain during 18 months following discharge. This, andalternating periods of deteriorated health status during recovery, made the pathway unpredictable. At 18 months post-discharge, participants were coping with experiences of reduced mental and physical health and socioeconomic losses. Three main themes were identified: (1) coping with persistent pain and reduced physical function, (2) experiencing mental distress without access to mental healthcare and (3) unmet needs for follow-up care. Moreover, at 18 months postdischarge, prescribed opioids were found to be easily accessible from GPs. In addition to relieving chronic pain, motivations to use opioids were to induce sleep, reduce withdrawal symptoms and relieve mental distress. CONCLUSIONS AND IMPLICATIONS: The patients' experiences from this study establish knowledge of several challenges in the trauma population's recovery trajectories, which may imply that subacute health status is a poor predictor of long-term outcomes. Throughout recovery, the participants struggled with physical and mental health needs without being met by the healthcare system. Therefore, it is necessary to provide long-term follow-up of trauma patients' health status in the specialist health service based on individual needs. Additionally, to prevent long-term opioid use beyond the subacute phase, there is a need to systematically follow-up and reassess motivations and indications for continued use throughout the recovery pathway.


Subject(s)
Chronic Pain , Orthopedics , Humans , Aftercare , Longitudinal Studies , Patient Discharge , Analgesics, Opioid
5.
BMJ Open ; 14(1): e075122, 2024 01 08.
Article in English | MEDLINE | ID: mdl-38191245

ABSTRACT

INTRODUCTION: Surgery is widely recognised as the treatment of choice for suprasyndesmotic ankle fractures, because of the assumption that these injuries yield instability of the ankle joint. Stability assessment of ankle fractures using weightbearing radiographs is now used regularly to guide the treatment of transsyndesmotic and infrasyndesmotic ankle fractures. Patients with a congruent ankle joint on weightbearing radiographs can be treated non-operatively with excellent results. Weightbearing radiographs are, however, rarely performed on suprasyndesmotic fractures due to the assumed unstable nature of these fractures. If weightbearing radiographs can be used to identify suprasyndesmotic fractures suitable for non-operative treatment, we may save patients from the potential burdens of surgery.Our aim is to compare the efficacy of operative and non-operative treatment of patients with suprasyndesmotic ankle fractures that reduce on weightbearing radiographs. METHODS AND ANALYSIS: A non-inferiority randomised controlled trial involving 120 patients will be conducted. A total of 120 patients with suprasyndesmotic ankle fractures with an initial radiographic medial clear space of <7 mm will be subjected to weightbearing radiographs. If the tibio-talar joint is completely reduced, we will randomise in a 1:1 ratio to either operative treatment including reduction and fixation of the syndesmosis or non-operative treatment with an orthosis. The primary study outcome is patient-reported ankle function and symptoms as measured by the Olerud-Molander Ankle Score at 2-year follow-up. Secondary outcomes include the Manchester-Oxford Foot Questionnaire, range of motion, radiographic results and rates of adverse events. ETHICS AND DISSEMINATION: The Regional Committee for Medical and Health Research South East, group A (permission number: 169307), has granted ethics approval. The results of this study will provide valuable insights for developing future diagnostic and treatment strategies for a common fracture type. The findings will be shared through publication in peer-reviewed journals and presentations at conferences. TRIAL REGISTRATION NUMBER: NCT04615650.


Subject(s)
Ankle Fractures , Humans , Ankle Fractures/diagnostic imaging , Ankle Fractures/surgery , Prospective Studies , Ankle Joint/diagnostic imaging , Ankle Joint/surgery , Lower Extremity , Foot , Randomized Controlled Trials as Topic , Multicenter Studies as Topic
7.
BMJ Open ; 13(12): e065254, 2023 12 19.
Article in English | MEDLINE | ID: mdl-38114287

ABSTRACT

INTRODUCTION: Anterior cruciate ligament (ACL) rupture is one of the most common knee injuries in sports, and the gold standard for treating ACL rupture is tendon graft reconstruction. Internal brace technology is being used nowadays for ligament repair; however, more relevant in vivo clinical evidence is required for using internal brace technology in ACL reconstruction (ACLR). We conducted a randomised controlled trial to investigate the clinical efficacy of internal brace technology in ACLR. METHODS AND ANALYSIS: This randomised, parallel-controlled trial included patients with ACL rupture who underwent inpatient surgery at the Department of Orthopaedics, Xiangya Hospital, Central South University. Random number table method was used to assign the participants to either the test or the control group. The test group underwent ACLR using the internal brace technique, whereas the control group underwent standard ACLR. Uniform postoperative rehabilitation protocol was used for both the groups. Patient-reported outcomes included preoperative baseline and postoperative recovery at 1, 3, 6, 12 and 24 months. The primary outcome was International Knee Documentation Committee function from baseline (ACL rupture) to 6 months postoperatively. Secondary outcomes included (1) other patient outcome reporting metrics, Lysholm knee score, Knee Injury and Osteoarthritis Outcome Score and Visual Analog Scale; (2) the use of Kneelax3 knee stabiliser to assess knee stability; (3) occurrence of adverse events, such as graft refraction or symptomatic instability, postoperative infection and contralateral injury and (4) magnetic resonance images at 12 and 24 months after ACLR. ETHICS AND DISSEMINATION: This trial was approved by the Medical Ethics Committee of the Xiangya Hospital of Central South University on 26 October 2021. Data will be published in peer-reviewed journals and presented at national and international conferences. TRIAL REGISTRATION NUMBER: ChiCTR2200057526.


Subject(s)
Anterior Cruciate Ligament Injuries , Anterior Cruciate Ligament Reconstruction , Knee Injuries , Humans , Knee Joint/surgery , Anterior Cruciate Ligament Injuries/surgery , Treatment Outcome , Knee Injuries/surgery , Anterior Cruciate Ligament Reconstruction/adverse effects , Randomized Controlled Trials as Topic
8.
BMJ Open ; 13(12): e078972, 2023 12 19.
Article in English | MEDLINE | ID: mdl-38114286

ABSTRACT

INTRODUCTION: There is no international consensus on how to treat thoracolumbar burst fractures (TLBFs) without neurological deficits. The planned systematic review with network meta-analyses (NMA) aims to compare the effects on treatment outcomes, focusing on midterm health-related quality of life (HRQoL). METHODS AND ANALYSIS: We will conduct a comprehensive and systematic literature search, identifying studies comparing two or more treatment modalities. We will search MEDLINE, EMBASE, Google Scholar, Scopus and Web of Science from January 2000 until July 2023 for publications. We will include (randomised and non-randomised) controlled clinical trials assessing surgical and non-surgical treatment methods for adults with TLBF. Screening of references, data extraction and risk of bias (RoB) assessment will be done independently by two reviewers. We will extract relevant studies, participants and intervention characteristics. The RoB will be assessed using the revised Cochrane RoB V.2.0 tool for randomised trials and the Newcastle-Ottawa Scale for controlled trials. The OR for dichotomous data and standardised mean differences for continuous data will be presented with their respective 95% CIs. We will conduct a random-effects NMA to assess the treatments and determine the superiority of the therapeutic approaches. Our primary outcomes will be midterm (6 months to 2 years after injury) overall HRQoL and pain. Secondary outcomes will include radiological or clinical findings. We will present network graphs, forest plots and relative rankings on plotted rankograms corresponding to the treatment rank probabilities. The ranking results will be represented by the area under the cumulative ranking curve. Analyses will be performed in Stata V.16.1 and R. The quality of the evidence will be evaluated according to the Grading of Recommendations, Assessment, Development and Evaluations framework. ETHICS AND DISSEMINATION: Ethical approval is not required. The research will be published in a peer-reviewed journal.


Subject(s)
Quality of Life , Adult , Humans , Network Meta-Analysis , Meta-Analysis as Topic , Systematic Reviews as Topic
9.
BMJ Open ; 13(11): e074423, 2023 11 14.
Article in English | MEDLINE | ID: mdl-37963700

ABSTRACT

OBJECTIVES: Increased use of opioids and their associated harms have raised concerns around prescription opioid use for pain management following surgery. We examined trends and patterns of opioid prescribing following elective orthopaedic surgery. DESIGN: Population-based study. SETTING: Ontario, Canada. PARTICIPANTS: Ontario residents aged 66+ years who had elective orthopaedic surgery from April 2004 to March 2018. PRIMARY AND SECONDARY OUTCOME MEASURES: Postoperative opioid use (short term: within 90 days of surgery, prolonged: within 180 days and chronic: within 1 year), specific opioids prescribed, average duration (days) and amount (morphine milligram equivalents) of the initial prescription by year of surgery. RESULTS: We included 464 460 elective orthopaedic surgeries in 2004/2005-2017/2018: 80% of patients used opioids within 1 year of surgery-25.1% were chronic users. There was an 8% increase in opioid use within 1 year of surgery, from 75.1% in 2004/2005 to 80.9% in 2017/2018: a 29% increase in short-term use and a decline in prolonged (9%) and chronic (22%) use. After 2014/2015, prescribed opioid amounts initially declined sharply, while the duration of the initial prescription increased substantially. Across categories of use, there was a steady decline in coprescription of benzodiazepines and opioids. CONCLUSIONS: Most patients filled opioid prescriptions after surgery, and many continued filling prescriptions after 3 months. During a period of general increase in awareness of opioid harms and dissemination of guidelines/policies aimed at opioid prescribing for chronic pain, we found changes in prescribing practices following elective orthopaedic surgery. Findings illustrate the potential impact of guidelines/policies on shaping prescription patterns in the surgical population, even in the absence of specific guidelines for surgical prescribing.


Subject(s)
Opioid-Related Disorders , Orthopedic Procedures , Humans , Analgesics, Opioid/therapeutic use , Ontario , Practice Patterns, Physicians' , Opioid-Related Disorders/drug therapy , Drug Prescriptions , Pain, Postoperative/drug therapy
10.
BMJ Open ; 13(11): e074653, 2023 11 21.
Article in English | MEDLINE | ID: mdl-37989375

ABSTRACT

INTRODUCTION: Limited research examines alcohol-related injury in the context of social determinants of health (SDoH) to guide effective intervention and prevention programmes. SDoH are non-medical factors that impact health such as income, housing and childhood environment. This scoping review aims to explore the role SDoH in childhood have in alcohol-related injury in young adults. METHODS AND ANALYSIS: The scoping review process will be guided by the methodology framework of Arksey and O'Malley and the Preferred Reporting Items for Systematic Reviews and Meta-analysis Protocols Extension for Scoping Reviews Guidelines (PRISMA-ScR). The PubMed and SCOPUS databases will be systematically searched. Studies of various designs and methodologies (published in English since 1 January 2000) that examine certain SDoH of interest in relation to alcohol-related injury in adults aged 18-25 years old will be considered for inclusion in this review. Two reviewers will screen all articles identified from the databases independently. Titles and abstracts will be reviewed based on the initial search and included if eligibility criteria are met. Duplicate articles will be removed and full texts will be examined to create a final list of included studies. Any disagreements on the inclusion of any articles will be resolved through discussion and consultation with a third reviewer if necessary. ETHICS AND DISSEMINATION: As this research does not involve human subjects, ethics approval is not required. The results of this study will be summarised quantitatively through numerical counts and qualitatively through a narrative synthesis. The results from this review will address an important literature gap and inform the development of targeted prevention programmes for alcohol-related injury. REGISTRATION NUMBER: This protocol is registered with Open Science Framework (https://doi.org/10.17605/OSF.IO/MYEXA).


Subject(s)
Ethanol , Social Determinants of Health , Adolescent , Adult , Humans , Young Adult , Databases, Factual , Dissent and Disputes , Eligibility Determination , Systematic Reviews as Topic
11.
BMJ Open ; 13(10): e072583, 2023 10 05.
Article in English | MEDLINE | ID: mdl-37798021

ABSTRACT

OBJECTIVE: To quantify patients' preferences for physical therapy programmes after a lower extremity fracture and determine patient factors associated with preference variation. DESIGN: Discrete choice experiment. SETTING: Level I trauma centre. PARTICIPANTS: One hundred fifty-one adult (≥18 years old) patients with lower extremity fractures treated operatively. INTERVENTION: Patients were given hypothetical scenarios and asked to select their preferred therapy course when comparing cost, mobility, long-term pain, session duration, and treatment setting. MAIN OUTCOME MEASURES: A multinomial logit model was used to determine the relative importance and willingness to pay for each attribute. RESULTS: Mobility was of greatest relative importance (45%, 95% CI: 40% to 49%), more than cost (23%, 95% CI: 19% to 27%), long-term pain (19%, 95% CI: 16% to 23%), therapy session duration (12%, 95% CI: 9% to 5%) or setting (1%, 95% CI: 0.2% to 2%). Patients were willing to pay US$142 more per session to return to their preinjury mobility level (95% CI: US$103 to US$182). Willingness to pay for improved mobility was higher for women, patients aged 70 years and older, those with bachelor's degrees or higher and those living in less-deprived areas. Patients were willing to pay US$72 (95% CI: US$50 to US$93) more per session to reduce pain from severe to mild. Patients were indifferent between formal and independent home therapy (willingness to pay: -US$12, 95% CI: -US$33 to US$9). CONCLUSIONS: Patients with lower extremity fractures highly value recovering mobility and are willing to pay more for postoperative physical therapy programmes that facilitate returning to their pre-injury mobility level. These patient preferences might be useful when prescribing and designing new techniques for postoperative therapy.


Subject(s)
Fractures, Bone , Patient Preference , Adult , Humans , Female , Aged , Aged, 80 and over , Adolescent , Fractures, Bone/surgery , Pain , Physical Therapy Modalities , Lower Extremity , Choice Behavior
12.
BMJ Mil Health ; 2023 Sep 13.
Article in English | MEDLINE | ID: mdl-37704398

ABSTRACT

INTRODUCTION: Military service members experience patellar dislocations at a rate 10 times that of civilians. The purpose of this study was to determine the return to duty rate of active duty military personnel following first-time or recurrent patellar dislocation. Secondary goals were to identify patient variables and radiographic parameters associated with recurrent instability and requiring medical separation from military service. METHODS: The Military Health System Data Repository was used to identify all active-duty military personnel who sustained a patellar dislocation between 2013 and 2018. Medical records were searched for patient variables including demographics, clinical findings, radiographic findings, treatment, adverse outcomes and military disposition. Patient variables associated with recurrent instability and undergoing medical separation were determined using univariate analysis and multivariate logistic regression. A total of 207 patients met inclusion and exclusion criteria. RESULTS: Following patellar instability event, 30% of the cohort underwent surgical treatment. Fourteen per cent (29 of 207) underwent medical separation from military service. Regardless of treatment, 9% (18 of 207) experienced recurrent dislocation and 3% (6 of 207) experienced recurrent instability without dislocation. On multivariate analysis, none of the studied patient variables were associated with recurrent instability or medical separation. CONCLUSIONS: Among military personnel, return to duty rates are similar to return to sport rates in civilians. This study demonstrates no difference in risk of recurrent instability or medical separation based on anatomical factors, which is useful during shared decision-making regarding treatment options and goals.

13.
BMJ Open ; 13(9): e071662, 2023 09 11.
Article in English | MEDLINE | ID: mdl-37696626

ABSTRACT

INTRODUCTION: There is a growing population of women with limb loss, yet limited research is available to provide evidentiary support for clinical decision-making in this demographic. As such, there is a critical gap in knowledge of evidence-based healthcare practices aimed to maximise the physical and psychosocial needs of women with limb loss. The objective of this study is to develop a comprehensive, survey-based needs assessment to determine the unique impact of limb loss on women, including physical and psychosocial needs. METHODS AND ANALYSIS: A bank of existing limb loss-specific and non-limb loss-specific surveys were arranged around domains of general health, quality of life, prosthetic use and needs, psychosocial health and behaviours and body image. These surveys were supplemented with written items to ensure coverage of relevant domains. Written items were iteratively refined with a multidisciplinary expert panel. The interpretability of items and relevance to limb loss were then internally tested on a small group of rehabilitation, engineering and research professionals. A diverse sample of 12 individuals with various levels of limb loss piloted the instrument and participated in cognitive interviews. Items from existing surveys were evaluated for relevance and inclusion in the survey, but not solicited for content feedback. Pilot testing resulted in the removal of 13 items from an existing survey due to redundancy. Additionally, 13 written items were deleted, 42 written items were revised and 17 written items were added. The survey-based needs assessment has been crafted to comprehensively assess the wide spectrum of issues facing women with limb loss. The final version of the survey-based needs assessment included 15 subsections. ETHICS AND DISSEMINATION: This study was approved by the Veterans Affairs Central Institutional Review Board. The results will be disseminated through national and international conferences, as well as through manuscripts in leading peer-reviewed journals. TRIAL REGISTRATION NUMBER: No healthcare intervention on human participants was conducted.


Subject(s)
Body Image , Quality of Life , Humans , Female , Needs Assessment , Clinical Decision-Making , Dietary Supplements
14.
BMJ Open ; 13(9): e074072, 2023 09 25.
Article in English | MEDLINE | ID: mdl-37748852

ABSTRACT

OBJECTIVE: This study aimed to investigate the associations between general health expectations and patient satisfaction with treatment for the two common spine surgery procedures diskectomy for lumbar disk herniation (LDH) and decompression for lumbar spinal stenosis (LSS). DESIGN: Register study with prospectively collected preoperative and 1-year postoperative data. SETTING: National outcome data from Swespine, the national Swedish spine register. PARTICIPANTS: A total of 9929 patients, aged between 20 and 85 years, who were self-reported non-smokers, and were operated between 2007 and 2016 for one-level LSS without degenerative spondylolisthesis, or one-level LDH, were identified in the national Swedish spine register (Swespine). We used SF-36 items 11c and 11d to assess future health expectations and present health perceptions. Satisfaction with treatment was assessed using the Swespine satisfaction item. INTERVENTIONS: One-level diskectomy for LDH or one-level decompression for LSS. PRIMARY OUTCOME MEASURES: Satisfaction with treatment. RESULTS: For LSS, the year 1 satisfaction ratio among patients with negative future health expectations preoperatively was 60% (95% CI 58% to 63%), while it was 75% (95% CI 73% to 76%) for patients with positive future health expectations preoperatively. The corresponding numbers for LDH were 73% (95% CI 71% to 75%) and 84% (95% CI 83% to 85%), respectively. CONCLUSIONS: Patients operated for the common lumbar spine diseases LSS or LDH, with negative future general health expectations, were significantly less satisfied with treatment than patients with positive expectations with regard to future general health. These findings are important for patients, and for the surgeons who counsel them, when surgery is a treatment option for LSS or LDH.


Subject(s)
Motivation , Patient Satisfaction , Humans , Young Adult , Adult , Middle Aged , Aged , Aged, 80 and over , Spine , Diskectomy , Longitudinal Studies
15.
BMJ Open ; 13(8): e067036, 2023 08 01.
Article in English | MEDLINE | ID: mdl-37527889

ABSTRACT

OBJECTIVE: To build a supervised machine learning-based classifier, which can accurately predict whether Tai Chi practitioners may experience knee pain after years of exercise. DESIGN: A prospective approach was used. Data were collected using face-to-face through a self-designed questionnaire. SETTING: Single centre in Shanghai, China. PARTICIPANTS: A total of 1750 Tai Chi practitioners with a course of Tai Chi exercise over 5 years were randomly selected. MEASURES: All participants were measured by a questionnaire survey including personal information, Tai Chi exercise pattern and Irrgang Knee Outcome Survey Activities of Daily Living Scale. The validity of the questionnaire was analysed by logical analysis and test, and the reliability of this questionnaire was mainly tested by a re-test method. Dataset 1 was established by whether the participant had knee pain, and dataset 2 by whether the participant's knee pain affected daily living function. Then both datasets were randomly assigned to a training and validating dataset and a test dataset in a ratio of 7:3. Six machine learning algorithms were selected and trained by our dataset. The area under the receiver operating characteristic curve was used to evaluate the performance of the trained models, which determined the best prediction model. RESULTS: A total of 1703 practitioners completed the questionnaire and 47 were eliminated for lack of information. The total reliability of the scale is 0.94 and the KMO (Kaiser-Meyer-Olkin measure of sampling adequacy) value of the scale validity was 0.949 (>0.7). The CatBoost algorithm-based machine-learning model achieved the best predictive performance in distinguishing practitioners with different degrees of knee pain after Tai Chi practice. 'Having knee pain before Tai Chi practice', 'knee joint warm-up' and 'duration of each exercise' are the top three factors associated with pain after Tai Chi exercise in the model. 'Having knee pain before Tai Chi practice', 'Having Instructor' and 'Duration of each exercise' were most relevant to whether pain interfered with daily life in the model. CONCLUSION: CatBoost-based machine learning classifier accurately predicts knee pain symptoms after practicing Tai Chi. This study provides an essential reference for practicing Tai Chi scientifically to avoid knee pain.


Subject(s)
Tai Ji , Humans , Tai Ji/methods , Activities of Daily Living , Cross-Sectional Studies , Reproducibility of Results , China , Knee Joint , Pain/diagnosis , Arthralgia/diagnosis , Arthralgia/therapy , Machine Learning
16.
BMJ Open ; 13(8): e071705, 2023 08 30.
Article in English | MEDLINE | ID: mdl-37648384

ABSTRACT

INTRODUCTION: Total elbow replacement (TER) has higher failure rates requiring revision surgery compared with the replacement of other joints. Understanding the factors associated with failure is essential for informed decision-making between patients and clinicians, and for reducing the failure rate. This review aims to identify, describe and appraise the literature examining prognostic factors for failure of TER. METHODS AND ANALYSIS: This systematic review will be conducted and reported in line with the Preferred Reporting Items for Systematic Review and Meta-Analysis Protocols guidelines. Electronic literature searches will be conducted using Medline, EMBASE, PubMed and Cochrane. The search strategy will be broad, including a combination of subject headings (MESH) and free text search. This search will be supplemented with a screening of reference lists of the included studies and relevant reviews. Two independent reviewers will screen all search results in two stages (title and abstract, and full text) based on the Population, Index prognostic factor, Comparator prognostic factor, Outcome, Time and Setting criteria. The types of evidence included will be randomised trials, non-randomised trials, prospective and retrospective cohort studies, registry studies and case-control studies. If the literature lacks enough studies, then case series with 50 or more TERs will be considered for inclusion. Data extraction and risk of bias assessment for included studies will be performed by two independent reviewers using the Checklist for Critical Appraisal and Data Extraction for Systematic Reviews of Prediction Modelling Studies for Prognostic Factors and Quality In Prognostic Studies tools.Meta-analyses of prognostic estimates for each factor will be undertaken for studies that are deemed to be sufficiently robust and comparable. Several challenges are likely to arise due to heterogeneity between studies, therefore, subgroup and sensitivity analyses will be performed to account for the differences between studies. Heterogeneity will be assessed using Q and I2 statistics. If I2>40% then pooled estimates will not be reported. When quantitative synthesis is not possible, a narrative synthesis will be undertaken. The quality of the evidence for each prognostic factor will be assessed using the Grades of Recommendation Assessment, Development and Evaluation tool. PROSPERO REGISTRATION NUMBER: CRD42023384756.


Subject(s)
Arthroplasty, Replacement, Elbow , Humans , Prognosis , Prospective Studies , Retrospective Studies , Systematic Reviews as Topic , Meta-Analysis as Topic , Review Literature as Topic
17.
BMJ Open ; 13(8): e071487, 2023 08 21.
Article in English | MEDLINE | ID: mdl-37604637

ABSTRACT

INTRODUCTION: A feared complication after total hip arthroplasty (THA) is prosthetic joint infection (PJI), associated with high morbidity and mortality. Prophylactic antibiotics can reduce the risk of PJI. However, there is no consensus on the dosages and current recommendations are based on a low evidence level. The objective is to compare the effect of a single versus multiple doses of prophylactic antibiotics administered within 24 hours on PJI. METHODS AND ANALYSIS: The study is designed as a cross-over, cluster randomised, non-inferiority trial. All clinical centres use both antibiotic practices (1 year of each intervention). All Danish orthopaedic surgery departments will be involved: Based on quality databases, 2-year cohorts of approximately 20 000 primary THAs conducted at 39 public and private hospitals, will be included. INCLUSION CRITERIA: age ≥18 years, all indications for THA except patients operated due to acute or sequelae from proximal femoral or pelvic fractures or bone tumour or metastasis. The primary outcome is PJI within 90 days after primary THA. Secondary outcomes include (1) serious adverse events, (2) potential PJI, (3) length of hospitalisation stay, (4) cardiovascular events, (5) hospital-treated infections, (6) community-based antibiotic use, (7) opioid use and (8) use of acetaminophen and non-steroidal anti-inflammatory drugs. All outcome measures will be extracted from national databases. Analyses will be based on the intention-to-treat population. Non-inferiority will be shown if the upper limit of the two-sided 95% CI for the OR is less than 1.32 for the single dose as compared with multiple doses. The results will establish best practice on antibiotic prophylaxis dosages in the future. ETHICS AND DISSEMINATION: This study has been approved by Committees on Health Research Ethics for The Capital Region of Denmark (21069108) and The Danish Medicines Agency (2021091723). All results will be presented in peer-reviewed medical journals and international conferences. TRIAL REGISTRATION NUMBER: NCT05530551.


Subject(s)
Arthroplasty, Replacement, Hip , Cross Infection , Osteoarthritis , Humans , Adolescent , Arthroplasty, Replacement, Hip/adverse effects , Hospitals, Private , Anti-Bacterial Agents/therapeutic use , Denmark , Randomized Controlled Trials as Topic
18.
BMJ Mil Health ; 2023 Jul 25.
Article in English | MEDLINE | ID: mdl-37491135

ABSTRACT

Within the UK Armed Forces, musculoskeletal injuries account for over half of all medical downgrades and discharges. Data from other Armed Forces show that osteoarthritis (OA), more common in military personnel, is likely to contribute to this, both in its primary form and following injury (post-traumatic OA, PTOA), which typically presents in the third or fourth decade. OA is not a progressive 'wear and tear' disease, as previously thought, but a heterogenous condition with multiple aetiologies and modulators, including joint damage, abnormal morphology, altered biomechanics, genetics, low-grade inflammation and dysregulated metabolism. Currently, clinical diagnosis, based on symptomatic or radiological criteria, is followed by supportive measures, including education, exercise, analgesia, potentially surgical intervention, with a particular focus on exercise rehabilitation within the UK military. Developments in OA have led to a new paradigm of organ failure, with an emphasis on early diagnosis and risk stratification, prevention strategies (primary, secondary and tertiary) and improved aetiological classification using genotypes and phenotypes to guide management, with the introduction of biological markers (biomarkers) potentially having a role in all these areas. In the UK Armed Forces, there are multiple research studies focused on OA risk factors, epidemiology, biomarkers and effectiveness of different interventions. This review aims to highlight OA, especially PTOA, as an important diagnosis to consider in serving personnel, outline current and future management options, and detail current research trends within the Defence Medical Services.

19.
BMJ Open ; 13(7): e071908, 2023 07 17.
Article in English | MEDLINE | ID: mdl-37460264

ABSTRACT

OBJECTIVES: To investigate the effect of age-related rotator cuff tears on shoulder strength in a general population cohort. DESIGN: Cross sectional observational study. SETTING: This study was set in an outpatient clinic setting in Chingford, North East London, and was a component of the 20 year visit of the Chingford 1000 women cohort. PARTICIPANTS: Individuals were part of the Chingford 1000 women cohort, a 20-year-old longitudinal population study. This cohort has been extensively characterised as representative of the population of the UK. At the 20 year visit, 446 attended for shoulder assessment and were aged between 64 and 87. PRIMARY AND SECONDARY OUTCOME MEASURES: Isometric shoulder abduction strength measured using a Nottingham Mecmesin Myometer and the presence of rotator cuff pathology, determined via ultrasound examination (GE voluson i portable ultrasound machine with a 10-16MHz linear probe). Shoulders were classified into normal, abnormal tendon/partial tear, full-thickness tears (>0 and ≤2.5 cm) and full-thickness tears (>2.5 cm). Symptoms were defined using the Oxford Shoulder Score, where an abnormal score was defined as symptomatic. RESULTS: 446 women (891 shoulders) aged 71 (range 65-84) were included in the study. Age, the presence of pain and the non-dominant arm were demonstrated to reduce strength. Rotator cuff tears and pathology had no isolated effect on shoulder strength in those aged under 70. However, in the over 70s full-thickness tears>0 and ≤2.5 cm, and >2.5 cm had mean reductions of 6.3 and 12.7 N, respectively (p<0.001). CONCLUSION: Rotator cuff tears of all sizes in those aged under 70 were not associated with a loss of shoulder strength. In those aged over 70, strength was reduced by 30% with small and 40% with large full thickness tears. Loss in strength was associated a loss of ability to perform activities of daily living but only for large tears.


Subject(s)
Rotator Cuff Injuries , Shoulder , Aged , Humans , Female , Aged, 80 and over , Middle Aged , Young Adult , Adult , Shoulder/diagnostic imaging , Rotator Cuff Injuries/diagnostic imaging , Cross-Sectional Studies , Activities of Daily Living , Rotator Cuff/diagnostic imaging
20.
BMJ Open ; 13(6): e064794, 2023 06 09.
Article in English | MEDLINE | ID: mdl-37295831

ABSTRACT

OBJECTIVE: To explore timing in relation to all types of adverse events (AEs), severity and preventability for patients undergoing acute and elective hip arthroplasty. DESIGN: A multicentre cohort study using retrospective record review with Global Trigger Tool methodology in combination with data from several registers. SETTING: 24 hospitals in 4 major regions of Sweden. PARTICIPANTS: Patients ≥18 years, undergoing acute or elective total or hemiarthroplasty of the hip, were eligible for inclusion. Reviews of weighted samples of 1998 randomly selected patient records were carried out using Global Trigger Tool methodology. The patients were followed for readmissions up to 90 days postoperatively throughout the whole country. RESULTS: The cohort consisted of 667 acute and 1331 elective patients. Most AEs occurred perioperatively and postoperatively (n=2093, 99.1%) and after discharge (n=1142, 54.1%). The median time from the day of surgery to the occurrence of AE was 8 days. The median days for different AE types ranged from 0 to 24.5 for acute and 0 to 71 for elective patients and peaked during different time periods. 40.2% of the AEs, both major and minor, occurred within postoperative days 0-5 and 86.9% of the AEs occurred within 30 days. Most of the AEs were deemed to be of major severity (n=1370, 65.5%) or preventable (n=1591, 76%). CONCLUSIONS: A wide variability was found regarding the timing of different AEs with the majority occurring within 30 days. The timing and preventability varied regarding the severity. Most of the AEs were deemed to be preventable and/or of major severity. To increase patient safety for patients undergoing hip arthroplasty surgery, a better understanding of the multifaceted nature of the timing of AEs in relation to the occurrence of differing AEs is needed.


Subject(s)
Arthroplasty, Replacement, Hip , Humans , Retrospective Studies , Cohort Studies , Arthroplasty, Replacement, Hip/adverse effects , Joints , Patient Safety
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