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Hu Z, Follmann D. Causal Inference Over a Subpopulation: The Effect of Malaria Vaccine in Women During Pregnancy. Stat Med 2024. [PMID: 39375758 DOI: 10.1002/sim.10228] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2024] [Revised: 08/29/2024] [Accepted: 09/11/2024] [Indexed: 10/09/2024]
Abstract
Preventing malaria during pregnancy is of critical importance, yet there are no approved malaria vaccines for pregnant women due to lack of efficacy results within this population. Conducting a randomized trial in pregnant women throughout the entire duration of pregnancy is impractical. Instead, a randomized trial was conducted among women of childbearing potential (WOCBP), and some participants became pregnant during the 2-year study. We explore a statistical method for estimating vaccine effect within the target subpopulation-women who can naturally become pregnant, namely, women who can become pregnant under a placebo condition-within the causal inference framework. Two vaccine effect estimators are employed to effectively utilize baseline characteristics and account for the fact that certain baseline characteristics were only available from pregnant participants. The first estimator considers all participants but can only utilize baseline variables collected from the entire participant pool. In contrast, the second estimator, which includes only pregnant participants, utilizes all available baseline information. Both estimators are evaluated numerically through simulation studies and applied to the WOCBP trial to assess vaccine effect against pregnancy malaria.
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Affiliation(s)
- Zonghui Hu
- National Institute of Allergy and Infectious Diseases, National Institutes of Health, Maryland, USA
| | - Dean Follmann
- National Institute of Allergy and Infectious Diseases, National Institutes of Health, Maryland, USA
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Watkins ER, Phillips D, Cranston T, Choueiri H, Newton M, Cook H, Taylor G. A randomized controlled trial of a self-guided mobile app targeting repetitive negative thought to prevent depression in university students: study protocol of the Nurture-U Reducing Worry prevention trial. BMC Psychiatry 2024; 24:649. [PMID: 39358704 PMCID: PMC11445847 DOI: 10.1186/s12888-024-06079-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/27/2024] [Accepted: 09/12/2024] [Indexed: 10/04/2024] Open
Abstract
BACKGROUND Tackling poor mental health in university students has been identified as a priority in higher education. However, there are few evidence-based prevention initiatives designed for students. Repetitive Negative Thought (RNT, e.g. worry, rumination) is elevated in university students and is a well-established vulnerability factor for anxiety and depression. Furthermore, there are now evidence-based cognitive-behavioural interventions to tackle RNT. A mobile self-help cognitive-behavioural app targeting RNT, adapted for students may therefore be an effective, scalable, and acceptable way to improve prevention in students. METHODS An online single blind, two-arm parallel-group Randomised Controlled Trial (RCT) to examine the incidence of major depression and symptoms of anxiety and depression across 12 months in university students aged over 16 who screen into the study with self-reported high levels of worry and/or rumination and no current diagnosis of major depression. Eligible participants will be randomised to the active intervention arm (usual practice plus using a self-guided mobile app targeting RNT) or to the control arm (usual practice). In total, 648 participants aged over 16, with no current major depression, bipolar disorder or psychosis will be recruited from UK universities. Assessments will take place at baseline (pre-randomisation), 3 months and 12 months post- randomisation. Primary endpoint and outcome is incidence of major depression as determined by self-reported diagnostic criteria at 12-month follow-up. Depressive symptoms, anxiety, well-being, health-related quality of life, functioning and academic outcomes are secondary outcomes. Compliance, adverse events, and potentially mediating variables will be carefully monitored. DISCUSSION The trial aims to provide a better understanding of the causal role of tackling RNT (worry, rumination) using a self-help mobile app with respect to preventing depression in university students. This knowledge will be used to develop and disseminate innovative evidence-based, feasible, and effective mobile-health public health strategies for preventing common mental health problems. TRIAL REGISTRATION https://www.isrctn.com/ISRCTN86795807 Date of registration: 27 October 2022.
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Affiliation(s)
- E R Watkins
- Sir Henry Wellcome Building for Mood Disorders Research, School of Psychology, University of Exeter, Exeter, EX4 4LN, UK.
| | - D Phillips
- Clinical Trials Unit, University of Exeter Medical School, University of Exeter, Exeter, UK
| | - T Cranston
- Clinical Trials Unit, University of Exeter Medical School, University of Exeter, Exeter, UK
| | - H Choueiri
- Sir Henry Wellcome Building for Mood Disorders Research, School of Psychology, University of Exeter, Exeter, EX4 4LN, UK
| | - M Newton
- Sir Henry Wellcome Building for Mood Disorders Research, School of Psychology, University of Exeter, Exeter, EX4 4LN, UK
| | - H Cook
- Clinical Trials Unit, University of Exeter Medical School, University of Exeter, Exeter, UK
| | - G Taylor
- Clinical Trials Unit, University of Exeter Medical School, University of Exeter, Exeter, UK
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Nguyen TQ, Carlson MC, Stuart EA. Identification of complier and noncomplier average causal effects in the presence of latent missing-at-random (LMAR) outcomes: a unifying view and choices of assumptions. Biostatistics 2024; 25:978-996. [PMID: 38579199 PMCID: PMC11471963 DOI: 10.1093/biostatistics/kxae011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2023] [Revised: 12/17/2023] [Accepted: 03/08/2024] [Indexed: 04/07/2024] Open
Abstract
The study of treatment effects is often complicated by noncompliance and missing data. In the one-sided noncompliance setting where of interest are the complier and noncomplier average causal effects, we address outcome missingness of the latent missing at random type (LMAR, also known as latent ignorability). That is, conditional on covariates and treatment assigned, the missingness may depend on compliance type. Within the instrumental variable (IV) approach to noncompliance, methods have been proposed for handling LMAR outcome that additionally invoke an exclusion restriction-type assumption on missingness, but no solution has been proposed for when a non-IV approach is used. This article focuses on effect identification in the presence of LMAR outcomes, with a view to flexibly accommodate different principal identification approaches. We show that under treatment assignment ignorability and LMAR only, effect nonidentifiability boils down to a set of two connected mixture equations involving unidentified stratum-specific response probabilities and outcome means. This clarifies that (except for a special case) effect identification generally requires two additional assumptions: a specific missingness mechanism assumption and a principal identification assumption. This provides a template for identifying effects based on separate choices of these assumptions. We consider a range of specific missingness assumptions, including those that have appeared in the literature and some new ones. Incidentally, we find an issue in the existing assumptions, and propose a modification of the assumptions to avoid the issue. Results under different assumptions are illustrated using data from the Baltimore Experience Corps Trial.
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Affiliation(s)
- Trang Quynh Nguyen
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States
| | - Michelle C Carlson
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States
| | - Elizabeth A Stuart
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States
- Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States
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Elkes J, Cro S, Batchelor R, O'Connor S, Yu LM, Bell L, Harris V, Sin J, Cornelius V. User engagement in clinical trials of digital mental health interventions: a systematic review. BMC Med Res Methodol 2024; 24:184. [PMID: 39182064 PMCID: PMC11344322 DOI: 10.1186/s12874-024-02308-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2024] [Accepted: 08/14/2024] [Indexed: 08/27/2024] Open
Abstract
INTRODUCTION Digital mental health interventions (DMHIs) overcome traditional barriers enabling wider access to mental health support and allowing individuals to manage their treatment. How individuals engage with DMHIs impacts the intervention effect. This review determined whether the impact of user engagement was assessed in the intervention effect in Randomised Controlled Trials (RCTs) evaluating DMHIs targeting common mental disorders (CMDs). METHODS This systematic review was registered on Prospero (CRD42021249503). RCTs published between 01/01/2016 and 17/09/2021 were included if evaluated DMHIs were delivered by app or website; targeted patients with a CMD without non-CMD comorbidities (e.g., diabetes); and were self-guided. Databases searched: Medline; PsycInfo; Embase; and CENTRAL. All data was double extracted. A meta-analysis compared intervention effect estimates when accounting for engagement and when engagement was ignored. RESULTS We identified 184 articles randomising 43,529 participants. Interventions were delivered predominantly via websites (145, 78.8%) and 140 (76.1%) articles reported engagement data. All primary analyses adopted treatment policy strategies, ignoring engagement levels. Only 19 (10.3%) articles provided additional intervention effect estimates accounting for user engagement: 2 (10.5%) conducted a complier-average-causal effect (CACE) analysis (principal stratum strategy) and 17 (89.5%) used a less-preferred per-protocol (PP) population excluding individuals failing to meet engagement criteria (estimand strategies unclear). Meta-analysis for PP estimates, when accounting for user engagement, changed the standardised effect to -0.18 95% CI (-0.32, -0.04) from - 0.14 95% CI (-0.24, -0.03) and sample sizes reduced by 33% decreasing precision, whereas meta-analysis for CACE estimates were - 0.19 95% CI (-0.42, 0.03) from - 0.16 95% CI (-0.38, 0.06) with no sample size decrease and less impact on precision. DISCUSSION: Many articles report user engagement metrics but few assessed the impact on the intervention effect missing opportunities to answer important patient centred questions for how well DMHIs work for engaged users. Defining engagement in this area is complex, more research is needed to obtain ways to categorise this into groups. However, the majority that considered engagement in analysis used approaches most likely to induce bias.
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Affiliation(s)
- Jack Elkes
- Imperial Clinical Trials Unit, Imperial College London, White City Campus, Stadium House, 68 Wood Lane, London, W12 7RH, UK.
| | - Suzie Cro
- Imperial Clinical Trials Unit, Imperial College London, White City Campus, Stadium House, 68 Wood Lane, London, W12 7RH, UK
| | | | - Siobhan O'Connor
- Florence Nightingale Faculty of Nursing, Midwifery and Palliative Care, King's College London, London, UK
| | | | - Lauren Bell
- Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, LS2 9JT, UK
| | | | | | - Victoria Cornelius
- Imperial Clinical Trials Unit, Imperial College London, White City Campus, Stadium House, 68 Wood Lane, London, W12 7RH, UK
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Bradshaw LE, Wyatt LA, Brown SJ, Haines RH, Montgomery AA, Perkin MR, Sach TH, Lawton S, Flohr C, Ridd MJ, Chalmers JR, Brooks J, Swinden R, Mitchell EJ, Tarr S, Jay N, Thomas KS, Allen H, Cork MJ, Kelleher MM, Simpson EL, Lartey ST, Davies-Jones S, Boyle RJ, Williams HC. Emollient application from birth to prevent eczema in high-risk children: the BEEP RCT. Health Technol Assess 2024; 28:1-116. [PMID: 39021147 PMCID: PMC11261424 DOI: 10.3310/rhdn9613] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/20/2024] Open
Abstract
Background Atopic eczema is a common childhood skin problem linked with asthma, food allergy and allergic rhinitis that impairs quality of life. Objectives To determine whether advising parents to apply daily emollients in the first year can prevent eczema and/or other atopic diseases in high-risk children. Design A United Kingdom, multicentre, pragmatic, two-arm, parallel-group randomised controlled prevention trial with follow-up to 5 years. Setting Twelve secondary and four primary care centres. Participants Healthy infants (at least 37 weeks' gestation) at high risk of developing eczema, screened and consented during the third trimester or post delivery. Interventions Infants were randomised (1 : 1) within 21 days of birth to apply emollient (Doublebase Gel®; Dermal Laboratories Ltd, Hitchin, UK or Diprobase Cream®) daily to the whole body (excluding scalp) for the first year, plus standard skin-care advice (emollient group) or standard skin-care advice only (control group). Families were not blinded to allocation. Main outcome measures Primary outcome was eczema diagnosis in the last year at age 2 years, as defined by the UK Working Party refinement of the Hanifin and Rajka diagnostic criteria, assessed by research nurses blinded to allocation. Secondary outcomes up to age 2 years included other eczema definitions, time to onset and severity of eczema, allergic rhinitis, wheezing, allergic sensitisation, food allergy, safety (skin infections and slippages) and cost-effectiveness. Results One thousand three hundred and ninety-four newborns were randomised between November 2014 and November 2016; 693 emollient and 701 control. Adherence in the emollient group was 88% (466/532), 82% (427/519) and 74% (375/506) at 3, 6 and 12 months. At 2 years, eczema was present in 139/598 (23%) in the emollient group and 150/612 (25%) in controls (adjusted relative risk 0.95, 95% confidence interval 0.78 to 1.16; p = 0.61 and adjusted risk difference -1.2%, 95% confidence interval -5.9% to 3.6%). Other eczema definitions supported the primary analysis. Food allergy (milk, egg, peanut) was present in 41/547 (7.5%) in the emollient group versus 29/568 (5.1%) in controls (adjusted relative risk 1.47, 95% confidence interval 0.93 to 2.33). Mean number of skin infections per child in the first year was 0.23 (standard deviation 0.68) in the emollient group versus 0.15 (standard deviation 0.46) in controls; adjusted incidence rate ratio 1.55, 95% confidence interval 1.15 to 2.09. The adjusted incremental cost per percentage decrease in risk of eczema at 2 years was £5337 (£7281 unadjusted). No difference between the groups in eczema or other atopic diseases was observed during follow-up to age 5 years via parental questionnaires. Limitations Two emollient types were used which could have had different effects. The median time for starting emollients was 11 days after birth. Some contamination occurred in the control group (< 20%). Participating families were unblinded and reported on some outcomes. Conclusions We found no evidence that daily emollient during the first year of life prevents eczema in high-risk children. Emollient use was associated with a higher risk of skin infections and a possible increase in food allergy. Emollient use is unlikely to be considered cost-effective in this context. Future research To pool similar studies in an individual patient data meta-analysis. Trial registration This trial is registered as ISRCTN21528841. Funding This award was funded by the National Institute for Health and Care Research (NIHR) Health Technology Assessment programme (NIHR award ref: 12/67/12) and is published in full in Health Technology Assessment; Vol. 28, No. 29. See the NIHR Funding and Awards website for further award information.
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Affiliation(s)
- Lucy E Bradshaw
- Nottingham Clinical Trials Unit, School of Medicine, University of Nottingham, Nottingham, UK
| | - Laura A Wyatt
- Nottingham Clinical Trials Unit, School of Medicine, University of Nottingham, Nottingham, UK
| | - Sara J Brown
- Centre for Genomic and Experimental Medicine, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, UK
- Department of Dermatology, NHS Lothian, Edinburgh, UK
| | - Rachel H Haines
- Nottingham Clinical Trials Unit, School of Medicine, University of Nottingham, Nottingham, UK
| | - Alan A Montgomery
- Nottingham Clinical Trials Unit, School of Medicine, University of Nottingham, Nottingham, UK
| | - Michael R Perkin
- Population Health Research Institute, St George's, University of London, London, UK
| | - Tracey H Sach
- Health Economics Group, Norwich Medical School, University of East Anglia, Norwich Research Park, Norwich, UK
| | | | - Carsten Flohr
- Unit for Population-Based Dermatology Research, St John's Institute of Dermatology, Guy's & St Thomas' NHS Foundation Trust and King's College London, London, UK
| | - Matthew J Ridd
- Population Health Sciences, University of Bristol, Bristol, UK
| | - Joanne R Chalmers
- Centre of Evidence Based Dermatology, School of Medicine, University of Nottingham, Nottingham, UK
| | - Joanne Brooks
- Nottingham Clinical Trials Unit, School of Medicine, University of Nottingham, Nottingham, UK
| | - Richard Swinden
- Nottingham Clinical Trials Unit, School of Medicine, University of Nottingham, Nottingham, UK
| | - Eleanor J Mitchell
- Nottingham Clinical Trials Unit, School of Medicine, University of Nottingham, Nottingham, UK
| | - Stella Tarr
- Nottingham Clinical Trials Unit, School of Medicine, University of Nottingham, Nottingham, UK
| | - Nicola Jay
- Sheffield Children's Hospital, Sheffield, UK
| | - Kim S Thomas
- Unit for Population-Based Dermatology Research, St John's Institute of Dermatology, Guy's & St Thomas' NHS Foundation Trust and King's College London, London, UK
| | - Hilary Allen
- National Heart and Lung Institute, Imperial College London, London, UK
| | - Michael J Cork
- Sheffield Dermatology Research, Department of Infection and Immunity, University of Sheffield, Sheffield, UK
| | - Maeve M Kelleher
- National Heart and Lung Institute, Imperial College London, London, UK
| | - Eric L Simpson
- Department of Dermatology, Oregon Health & Science University, Portland, Oregon, USA
| | - Stella T Lartey
- Health Economics Group, Norwich Medical School, University of East Anglia, Norwich Research Park, Norwich, UK
| | - Susan Davies-Jones
- Centre of Evidence Based Dermatology, School of Medicine, University of Nottingham, Nottingham, UK
| | - Robert J Boyle
- Centre of Evidence Based Dermatology, School of Medicine, University of Nottingham, Nottingham, UK
- National Heart and Lung Institute, Imperial College London, London, UK
| | - Hywel C Williams
- Centre of Evidence Based Dermatology, School of Medicine, University of Nottingham, Nottingham, UK
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Mink van der Molen DR, Batenburg MCT, Maarse W, van den Bongard DHJG, Doeksen A, de Lange MY, van der Pol CC, Evers DJ, Lansdorp CA, van der Laan J, van de Ven PM, van der Leij F, Verkooijen HM. Hyperbaric Oxygen Therapy and Late Local Toxic Effects in Patients With Irradiated Breast Cancer: A Randomized Clinical Trial. JAMA Oncol 2024; 10:464-474. [PMID: 38329746 PMCID: PMC10853873 DOI: 10.1001/jamaoncol.2023.6776] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2023] [Accepted: 09/29/2023] [Indexed: 02/09/2024]
Abstract
Importance Hyperbaric oxygen therapy (HBOT) is proposed as treatment for late local toxic effects after breast irradiation. Strong evidence of effectiveness is lacking. Objective To assess effectiveness of HBOT for late local toxic effects in women who received adjuvant radiotherapy for breast cancer. Design, Setting, and Participants This was a hospital-based, pragmatic, 2-arm, randomized clinical trial nested within the prospective UMBRELLA cohort following the trials within cohorts design in the Netherlands. Participants included 189 women with patient-reported moderate or severe breast, chest wall, and/or shoulder pain in combination with mild, moderate, or severe edema, fibrosis, or movement restriction 12 months or longer after breast irradiation. Data analysis was performed from May to September 2023. Intervention Receipt of 30 to 40 HBOT sessions over a period of 6 to 8 consecutive weeks. Main Outcomes and Measures Breast, chest wall, and/or shoulder pain 6 months postrandomization measured by the European Organization for Research and Treatment of Cancer QLQ-BR23 questionnaire. Secondary end points were patient-reported fibrosis, edema, movement restriction, and overall quality of life. Data were analyzed according to intention-to-treat (ITT) and complier average causal effect (CACE) principles. Results Between November 2019 and August 2022, 125 women (median [range] age at randomization, 56 [37-85] years) with late local toxic effects were offered to undergo HBOT (intervention arm), and 61 women (median [range] age at randomization, 60 [36-80] years) were randomized to the control arm. Of those offered HBOT, 31 (25%) accepted and completed treatment. The most common reason for not accepting HBOT was high treatment intensity. In ITT, moderate or severe pain at follow-up was reported by 58 of 115 women (50%) in the intervention arm and 32 of 52 women (62%) in the control arm (odds ratio [OR], 0.63; 95% CI, 0.32-1.23; P = .18). In CACE, the proportion of women reporting moderate or severe pain at follow-up was 32% (10 of 31) among those completing HBOT and 75% (9.7 of 12.9) among control participants expected to complete HBOT if offered (adjusted OR, 0.34; 95% CI, 0.15-0.80; P = .01). In ITT, moderate or severe fibrosis was reported by 35 of 107 (33%) in the intervention arm and 25 of 49 (51%) in the control arm (OR, 0.36; 95% CI, 0.15-0.81; P = .02). There were no significant differences in breast edema, movement restriction, and quality of life between groups in ITT and CACE. Conclusions and Relevance In this randomized clinical trial, offering HBOT to women with late local toxic effects was not effective for reducing pain, but was effective for reducing fibrosis. In the subgroup of women who completed HBOT, a significant reduction in pain and fibrosis was observed. A smaller than anticipated proportion of women with late local toxic effects was prepared to undergo HBOT. Trial Registration ClinicalTrials.gov Identifier: NCT04193722.
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Affiliation(s)
| | - Marilot C. T. Batenburg
- Division of Imaging and Oncology, University Medical Centre Utrecht, Cancer Centre, Utrecht, the Netherlands
| | - Wiesje Maarse
- Department of Plastic, Reconstructive and Hand Surgery, University Medical Centre Utrecht, Utrecht, the Netherlands
| | | | - Annemiek Doeksen
- Department of Surgery, St Antonius Hospital, Nieuwegein, the Netherlands
| | | | | | - Daniel J. Evers
- Department of Surgery, Hospital Group Twente, Hengelo, the Netherlands
| | | | - Jacco van der Laan
- Division of Imaging and Oncology, University Medical Centre Utrecht, Cancer Centre, Utrecht, the Netherlands
| | - Peter M. van de Ven
- The Julius Center for Health Sciences and Primary Care, Utrecht, the Netherlands
| | - Femke van der Leij
- Department of Radiation Oncology, University Medical Centre Utrecht, Cancer Centre, Utrecht, the Netherlands
| | - Helena M. Verkooijen
- Division of Imaging and Oncology, University Medical Centre Utrecht, Cancer Centre, Utrecht, the Netherlands
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Rai D, Webb D, Lewis A, Cotton L, Norris JE, Alexander R, Baldwin DS, Brugha T, Cochrane M, Del Piccolo MC, Glasson EJ, Hatch KK, Kessler D, Langdon PE, Leonard H, MacNeill SJ, Mills N, Morales MV, Morgan Z, Mukherjee R, Realpe AX, Russell A, Starkstein S, Taylor J, Turner N, Thorn J, Welch J, Wiles N. Sertraline for anxiety in adults with a diagnosis of autism (STRATA): study protocol for a pragmatic, multicentre, double-blind, placebo-controlled randomised controlled trial. Trials 2024; 25:37. [PMID: 38212784 PMCID: PMC10782796 DOI: 10.1186/s13063-023-07847-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2023] [Accepted: 11/30/2023] [Indexed: 01/13/2024] Open
Abstract
BACKGROUND Selective serotonin reuptake inhibitors (SSRIs) are commonly prescribed to manage anxiety in adults with an autism diagnosis. However, their effectiveness and adverse effect profile in the autistic population are not well known. This trial aims to determine the effectiveness and cost-effectiveness of the SSRI sertraline in reducing symptoms of anxiety and improving quality of life in adults with a diagnosis of autism compared with placebo and to quantify any adverse effects. METHODS STRATA is a two-parallel group, multi-centre, pragmatic, double-blind, randomised placebo-controlled trial with allocation at the level of the individual. It will be delivered through recruiting sites with autism services in 4 regional centres in the United Kingdom (UK) and 1 in Australia. Adults with an autism diagnosis and a Generalised Anxiety Disorder Assessment (GAD-7) score ≥ 10 at screening will be randomised 1:1 to either 25 mg sertraline or placebo, with subsequent flexible dose titration up to 200 mg. The primary outcome is GAD-7 scores at 16 weeks post-randomisation. Secondary outcomes include adverse effects, proportionate change in GAD-7 scores including 50% reduction, social anxiety, obsessive-compulsive symptoms, panic attacks, repetitive behaviours, meltdowns, depressive symptoms, composite depression and anxiety, functioning and disability and quality of life. Carer burden will be assessed in a linked carer sub-study. Outcome data will be collected using online/paper methods via video call, face-to-face or telephone according to participant preference at 16, 24 and 52 weeks post-randomisation, with brief safety checks and data collection at 1-2, 4, 8, 12 and 36 weeks. An economic evaluation to study the cost-effectiveness of sertraline vs placebo and a QuinteT Recruitment Intervention (QRI) to optimise recruitment and informed consent are embedded within the trial. Qualitative interviews at various times during the study will explore experiences of participating and taking the trial medication. DISCUSSION Results from this study should help autistic adults and their clinicians make evidence-based decisions on the use of sertraline for managing anxiety in this population. TRIAL REGISTRATION ISRCTN, ISRCTN15984604 . Registered on 08 February 2021. EudraCT 2019-004312-66. ANZCTR ACTRN12621000801819. Registered on 07 April 2021.
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Affiliation(s)
- Dheeraj Rai
- Population Health Sciences, University of Bristol, Bristol, UK.
- NIHR Bristol Biomedical Research Centre, Bristol, UK.
- Avon & Wiltshire Partnership Mental Health NHS Trust, Bath, UK.
| | - Doug Webb
- Population Health Sciences, University of Bristol, Bristol, UK
- Bristol Trials Centre, University of Bristol, Bristol, UK
| | - Amanda Lewis
- Population Health Sciences, University of Bristol, Bristol, UK
- Bristol Trials Centre, University of Bristol, Bristol, UK
| | - Leonora Cotton
- Population Health Sciences, University of Bristol, Bristol, UK
- Bristol Trials Centre, University of Bristol, Bristol, UK
| | - Jade Eloise Norris
- Population Health Sciences, University of Bristol, Bristol, UK
- Bristol Trials Centre, University of Bristol, Bristol, UK
| | - Regi Alexander
- Hertfordshire Partnership NHS Foundation Trust, Hatfield, UK
| | - David S Baldwin
- Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, Southampton, UK
| | | | - Madeleine Cochrane
- Population Health Sciences, University of Bristol, Bristol, UK
- Bristol Trials Centre, University of Bristol, Bristol, UK
| | | | - Emma J Glasson
- Telethon Kids Institute, The University of Western Australia, Perth, Australia
- Discipline of Psychiatry, Medical School, The University of Western Australia, Perth, Australia
| | - Katherine K Hatch
- Discipline of Psychiatry, Medical School, The University of Western Australia, Perth, Australia
| | - David Kessler
- Population Health Sciences, University of Bristol, Bristol, UK
- NIHR Bristol Biomedical Research Centre, Bristol, UK
| | - Peter E Langdon
- Centre for Research in Intellectual and Developmental Disabilities, University of Warwick, Coventry, UK
- Coventry and Warwickshire Partnership NHS Trust, Coventry, UK
| | - Helen Leonard
- Telethon Kids Institute, The University of Western Australia, Perth, Australia
- Discipline of Psychiatry, Medical School, The University of Western Australia, Perth, Australia
| | - Stephanie J MacNeill
- Population Health Sciences, University of Bristol, Bristol, UK
- NIHR Bristol Biomedical Research Centre, Bristol, UK
- Bristol Trials Centre, University of Bristol, Bristol, UK
| | - Nicola Mills
- Population Health Sciences, University of Bristol, Bristol, UK
- NIHR Bristol Biomedical Research Centre, Bristol, UK
| | - Maximiliano Vazquez Morales
- Population Health Sciences, University of Bristol, Bristol, UK
- Bristol Trials Centre, University of Bristol, Bristol, UK
| | | | - Raja Mukherjee
- Surrey and Borders Partnership NHS Foundation Trust, Leatherhead, UK
| | - Alba X Realpe
- Population Health Sciences, University of Bristol, Bristol, UK
- NIHR Bristol Biomedical Research Centre, Bristol, UK
- Bristol Trials Centre, University of Bristol, Bristol, UK
| | - Ailsa Russell
- Centre for Applied Autism Research, Department of Psychology, University of Bath, Bath, UK
| | - Sergio Starkstein
- Discipline of Psychiatry, Medical School, The University of Western Australia, Perth, Australia
| | - Jodi Taylor
- Population Health Sciences, University of Bristol, Bristol, UK
- Bristol Trials Centre, University of Bristol, Bristol, UK
| | - Nicholas Turner
- Population Health Sciences, University of Bristol, Bristol, UK
- Bristol Trials Centre, University of Bristol, Bristol, UK
| | - Joanna Thorn
- Population Health Sciences, University of Bristol, Bristol, UK
- Bristol Trials Centre, University of Bristol, Bristol, UK
| | - Jack Welch
- Dorset County Hospital NHS Foundation Trust, Dorchester, UK
| | - Nicola Wiles
- Population Health Sciences, University of Bristol, Bristol, UK
- NIHR Bristol Biomedical Research Centre, Bristol, UK
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Weinstein JM, Berkowitz SA, Pratley RE, Shah KS, Kahkoska AR. Statistically Adjusting for Wear Time in Randomized Trials of Continuous Glucose Monitors as a Complement to Intent-to-Treat and As-Treated Analyses: Application and Evaluation in Two Trials. Diabetes Technol Ther 2023; 25:457-466. [PMID: 36999890 PMCID: PMC10398732 DOI: 10.1089/dia.2023.0029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/01/2023]
Abstract
Background: Randomized trials of continuous glucose monitoring (CGM) often estimate treatment effects using standard intent-to-treat (ITT) analyses. We explored how adjusting for CGM-measured wear time could complement existing analyses by estimating the effect of receiving and using CGM 100% of the time. Methods: We analyzed data from two 6-month CGM trials spanning diverse ages, the Wireless Innovation for Seniors with Diabetes Mellitus (WISDM) and CGM Intervention in Teens and Young Adults with Type 1 Diabetes (CITY) Studies. To adjust the ITT estimates for CGM use, as measured by wear time, we used an instrumental variable (IV) approach with the treatment assignment as an instrument. Outcomes included (1) time in range ([TIR] 70-180 mg/dL), time below range ([TBR] ≤70 mg/dL), and time above range ([TAR] ≥250 mg/dL). We estimated outcomes based on CGM use in the last 28 days of the trial and the full trial. Findings: In the WISDM study, the wear time rates over the 28-day window and full trial period were 93.1% (standard deviation [SD]: 20.4) and 94.5% (SD: 11.9), respectively. In the CITY study, the wear time rates over the 28-day window and full trial period were 82.2% (SD: 26.5) and 83.1% (SD: 21.5), respectively. IV-based estimates for the effect of CGM on TIR, TBR, and TAR suggested greater improvements in glycemic management than the ITT counterparts. The magnitude of the differences was proportional to the level of wear time observed in the trials. Interpretation: In trials of CGM use, the effect of variable wear time is non-negligible. By providing adherence-adjusted estimates, the IV approach may have additional utility for individual clinical decision-making.
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Affiliation(s)
- Joshua M. Weinstein
- Department of Health Policy and Management, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Seth A. Berkowitz
- Division of General Medicine and Clinical Epidemiology, Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | | | - Kushal S. Shah
- Department of Biostatistics, and Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Anna R. Kahkoska
- Department of Nutrition, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
- Center for Aging and Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
- Division of Endocrinology and Metabolism, Department of Medicine, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA
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9
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Hossain MB, Karim ME. Key considerations for choosing a statistical method to deal with incomplete treatment adherence in pragmatic trials. Pharm Stat 2023; 22:205-231. [PMID: 36637242 DOI: 10.1002/pst.2258] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2021] [Revised: 05/27/2022] [Accepted: 07/15/2022] [Indexed: 02/01/2023]
Abstract
Pragmatic trials offer practical means of obtaining real-world evidence to help improve decision-making in comparative effectiveness settings. Unfortunately, incomplete adherence is a common problem in pragmatic trials. The commonly used methods in randomized control trials often cannot handle the added complexity imposed by incomplete adherence, resulting in biased estimates. Several naive methods and advanced causal inference methods (e.g., inverse probability weighting and instrumental variable-based approaches) have been used in the literature to deal with incomplete adherence. Practitioners and applied researchers are often confused about which method to consider under a given setting. This current work is aimed to review commonly used statistical methods to deal with non-adherence along with their key assumptions, advantages, and limitations, with a particular focus on pragmatic trials. We have listed the applicable settings for these methods and provided a summary of available software. All methods were applied to two hypothetical datasets to demonstrate how these methods perform in a given scenario, along with the R codes. The key considerations include the type of intervention strategy (point treatment settings, where treatment is administered only once versus sustained treatment settings, where treatment has to be continued over time) and availability of data (e.g., the extent of measured or unmeasured covariates that are associated with adherence, dependent confounding impacted by past treatment, and potential violation of assumptions). This study will guide practitioners and applied researchers to use the appropriate statistical method to address incomplete adherence in pragmatic trial settings for both the point and sustained treatment strategies.
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Affiliation(s)
- Md Belal Hossain
- School of Population and Public Health, University of British Columbia, Vancouver, Canada
| | - Mohammad Ehsanul Karim
- School of Population and Public Health, University of British Columbia, Vancouver, Canada.,Centre for Health Evaluation and Outcome Sciences, University of British Columbia, Vancouver, Canada
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10
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Hu Z, Zhang Z, Follmann D. Assessing treatment effect through compliance score in randomized trials with noncompliance. Ann Appl Stat 2022. [DOI: 10.1214/21-aoas1590] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Affiliation(s)
- Zonghui Hu
- National Institute of Allergy and Infectious Diseases
| | | | - Dean Follmann
- National Institute of Allergy and Infectious Diseases
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11
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Bagg MK, Wand BM, Cashin AG, Lee H, Hübscher M, Stanton TR, O’Connell NE, O’Hagan ET, Rizzo RRN, Wewege MA, Rabey M, Goodall S, Saing S, Lo SN, Luomajoki H, Herbert RD, Maher CG, Moseley GL, McAuley JH. Effect of Graded Sensorimotor Retraining on Pain Intensity in Patients With Chronic Low Back Pain: A Randomized Clinical Trial. JAMA 2022; 328:430-439. [PMID: 35916848 PMCID: PMC9346551 DOI: 10.1001/jama.2022.9930] [Citation(s) in RCA: 37] [Impact Index Per Article: 18.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
IMPORTANCE The effects of altered neural processing, defined as altering neural networks responsible for perceptions of pain and function, on chronic pain remains unclear. OBJECTIVE To estimate the effect of a graded sensorimotor retraining intervention (RESOLVE) on pain intensity in people with chronic low back pain. DESIGN, SETTING, AND PARTICIPANTS This parallel, 2-group, randomized clinical trial recruited participants with chronic (>3 months) nonspecific low back pain from primary care and community settings. A total of 276 adults were randomized (in a 1:1 ratio) to the intervention or sham procedure and attention control groups delivered by clinicians at a medical research institute in Sydney, Australia. The first participant was randomized on December 10, 2015, and the last was randomized on July 25, 2019. Follow-up was completed on February 3, 2020. INTERVENTIONS Participants randomized to the intervention group (n = 138) were asked to participate in 12 weekly clinical sessions and home training designed to educate them about and assist them with movement and physical activity while experiencing lower back pain. Participants randomized to the control group (n = 138) were asked to participate in 12 weekly clinical sessions and home training that required similar time as the intervention but did not focus on education, movement, and physical activity. The control group included sham laser and shortwave diathermy applied to the back and sham noninvasive brain stimulation. MAIN OUTCOMES AND MEASURES The primary outcome was pain intensity at 18 weeks, measured on an 11-point numerical rating scale (range, 0 [no pain] to 10 [worst pain imaginable]) for which the between-group minimum clinically important difference is 1.0 point. RESULTS Among 276 randomized patients (mean [SD] age, 46 [14.3] years; 138 [50%] women), 261 (95%) completed follow-up at 18 weeks. The mean pain intensity was 5.6 at baseline and 3.1 at 18 weeks in the intervention group and 5.8 at baseline and 4.0 at 18 weeks in the control group, with an estimated between-group mean difference at 18 weeks of -1.0 point ([95% CI, -1.5 to -0.4]; P = .001), favoring the intervention group. CONCLUSIONS AND RELEVANCE In this randomized clinical trial conducted at a single center among patients with chronic low back pain, graded sensorimotor retraining, compared with a sham procedure and attention control, significantly improved pain intensity at 18 weeks. The improvements in pain intensity were small, and further research is needed to understand the generalizability of the findings. TRIAL REGISTRATION ANZCTR Identifier: ACTRN12615000610538.
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Affiliation(s)
- Matthew K. Bagg
- Centre for Pain IMPACT (Investigating Mechanisms of Pain to Advance Clinical Translation), Neuroscience Research Australia, Sydney, Australia
- Curtin Health Innovation Research Institute, Faculty of Health Sciences, Curtin University, Perth, Australia
- Perron Institute for Neurological and Translational Science, Perth, Australia
| | - Benedict M. Wand
- Faculty of Medicine, Nursing and Midwifery and Health Sciences, The University of Notre Dame Australia, Fremantle, Australia
| | - Aidan G. Cashin
- Centre for Pain IMPACT (Investigating Mechanisms of Pain to Advance Clinical Translation), Neuroscience Research Australia, Sydney, Australia
- School of Health Sciences, University of New South Wales, Sydney, Australia
| | - Hopin Lee
- Centre for Statistics in Medicine, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, United Kingdom
- School of Medicine and Public Health, University of Newcastle, Newcastle, Australia
| | - Markus Hübscher
- Centre for Pain IMPACT (Investigating Mechanisms of Pain to Advance Clinical Translation), Neuroscience Research Australia, Sydney, Australia
| | - Tasha R. Stanton
- IIMPACT (Innovation, IMPlementation And Clinical Translation) in Health, University of South Australia, Kaurna Country, Adelaide, Australia
| | - Neil E. O’Connell
- Department of Health Sciences, Centre for Health and Wellbeing Across the Lifecourse, Brunel University London, Uxbridge, United Kingdom
| | - Edel T. O’Hagan
- Centre for Pain IMPACT (Investigating Mechanisms of Pain to Advance Clinical Translation), Neuroscience Research Australia, Sydney, Australia
- Prince of Wales Clinical School, University of New South Wales, Sydney, Australia
| | - Rodrigo R. N. Rizzo
- Centre for Pain IMPACT (Investigating Mechanisms of Pain to Advance Clinical Translation), Neuroscience Research Australia, Sydney, Australia
- School of Health Sciences, University of New South Wales, Sydney, Australia
| | - Michael A. Wewege
- Centre for Pain IMPACT (Investigating Mechanisms of Pain to Advance Clinical Translation), Neuroscience Research Australia, Sydney, Australia
- School of Health Sciences, University of New South Wales, Sydney, Australia
| | - Martin Rabey
- Centre for Pain IMPACT (Investigating Mechanisms of Pain to Advance Clinical Translation), Neuroscience Research Australia, Sydney, Australia
| | - Stephen Goodall
- Centre for Health Economics Research and Evaluation, Faculty of Health, University of Technology Sydney, Sydney, Australia
| | - Sopany Saing
- Centre for Health Economics Research and Evaluation, Faculty of Health, University of Technology Sydney, Sydney, Australia
| | - Serigne N. Lo
- Melanoma Institute Australia, University of Sydney, Sydney, Australia
- Institute for Research and Medical Consultations, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia
| | - Hannu Luomajoki
- School of Health Professions, Zurich University of Applied Sciences, Institute of Physiotherapy, Winterthur, Switzerland
| | | | - Chris G. Maher
- Sydney School of Public Health, The University of Sydney, Sydney, Australia
- Institute for Musculoskeletal Health, The University of Sydney and Sydney Local Health District, Sydney, Australia
| | - G. Lorimer Moseley
- IIMPACT (Innovation, IMPlementation And Clinical Translation) in Health, University of South Australia, Kaurna Country, Adelaide, Australia
| | - James H. McAuley
- Centre for Pain IMPACT (Investigating Mechanisms of Pain to Advance Clinical Translation), Neuroscience Research Australia, Sydney, Australia
- School of Health Sciences, University of New South Wales, Sydney, Australia
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12
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Seccomandi B, Agbedjro D, Keefe RS, Galderisi S, Fiszdon J, Mucci A, Wykes T, Cella M. Evaluating how treatment adherence influences cognitive remediation outcomes. Behav Res Ther 2022; 158:104186. [DOI: 10.1016/j.brat.2022.104186] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2022] [Revised: 08/16/2022] [Accepted: 08/19/2022] [Indexed: 11/02/2022]
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13
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Cognitive remediation for people with bipolar disorder: The contribution of session attendance and therapy components to cognitive and functional outcomes. J Psychiatr Res 2022; 152:144-151. [PMID: 35724496 DOI: 10.1016/j.jpsychires.2022.06.021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/19/2021] [Revised: 05/19/2022] [Accepted: 06/10/2022] [Indexed: 11/24/2022]
Abstract
BACKGROUND Cognitive remediation (CR) can reduce cognitive and functional difficulties in people with bipolar disorder (BD). To date, there is limited evidence on the contribution of session attendance and therapy components to treatment outcomes. This study explores whether attendance and core CR components contribute to treatment outcomes. METHODS This is a secondary analysis using data from a randomized controlled trial comparing CR plus treatment-as-usual (TAU; n = 40) to TAU only (n = 40) in euthymic people with BD. Session attendance was measured by number of sessions and by achieving therapy completion, pre-defined as attending ≥20 sessions. We used instrumental variable analysis to examine the effect of attendance on treatment outcomes. We then considered the association between core therapy components (i.e., massed practice, errorless learning, strategy use, therapist contact) and post-treatment outcome changes using correlation. RESULTS The CR group improved significantly in measure of global cognition, psychosocial functioning, and goal attainment. Therapy recipients attended 27.1 sessions on average, with 32 (80%) completing the minimum number of 20 sessions. Attending more sessions and achieving therapy completion were associated with improved treatment outcomes, but this relationship was not significant within the subgroup of CR completers. Improvement in psychosocial functioning was associated with therapist contact and goal attainment with selecting useful strategies during therapy. CONCLUSIONS Our findings highlight the relevance of session attendance, specifically the importance of achieving a minimum threshold of CR sessions, for outcome improvement. Strategy use and therapist contact might facilitate improvements in psychosocial functioning and personal recovery goals.
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14
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Robson E, Kamper SJ, Lee H, Palazzi K, O'Brien KM, Williams A, Hodder RK, Williams CM. Compliance with telephone-based lifestyle weight loss programs improves low back pain but not knee pain outcomes: complier average causal effects analyses of 2 randomised trials. Pain 2022; 163:e862-e868. [PMID: 34924557 PMCID: PMC9199109 DOI: 10.1097/j.pain.0000000000002506] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2021] [Revised: 09/16/2021] [Accepted: 09/24/2021] [Indexed: 11/25/2022]
Abstract
ABSTRACT We conducted a complier average causal effect (CACE) analyses for 2 pragmatic randomised controlled trials. We aimed to assess the effectiveness of telephone-based lifestyle weight loss interventions compared with usual care among compliers. Participants from 2 trials with low back pain (n = 160) and knee osteoarthritis (n = 120) with a body mass index ≥27 kg/m2 were included. We defined adherence to the telephone-based lifestyle weight loss program as completing 60% (6 from 10) of telephone health coaching calls. The primary outcomes for CACE analyses were pain intensity (0-10 Numerical Rating Scale) and disability (Roland Morris Disability Questionnaire for low back pain and Western Ontario and McMaster Universities Osteoarthritis Index for knee osteoarthritis). Secondary outcomes were weight, physical activity, and diet. We used an instrumental variable approach to estimate CACE in compliers. From the intervention groups of the trials, 29% of those with low back pain (n = 23/80) and 34% of those with knee osteoarthritis (n = 20/60) complied. Complier average causal effect estimates showed potentially clinically meaningful effects, but with low certainty because of wide confidence intervals, for pain intensity (-1.4; 95% confidence interval, -3.1, 0.4) and small but also uncertain effects for disability (-2.1; 95% confidence interval, -8.6, 4.5) among compliers in the low back pain trial intervention compared with control but not in the knee osteoarthritis trial. Our findings showed that compliers of a telephone-based weight loss intervention in the low back pain trial generally had improved outcomes; however, there were inconsistent effects in compliers from the knee osteoarthritis trial. Complier average causal effect estimates were larger than intention-to-treat results but must be considered with caution.
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Affiliation(s)
- Emma Robson
- School of Medicine and Public Health, University of Newcastle, Callaghan, NSW, Australia
- Hunter New England Population Health, Wallsend, NSW, Australia
| | - Steven J. Kamper
- School of Health Sciences, University of Sydney, Camperdown, NSW, Australia
- Nepean Blue Mountains Local Health District, Penrith, NSW, Australia
| | - Hopin Lee
- Nuffield Department of Orthopaedics Rheumatology and Musculoskeletal Sciences, Centre for Statistics in Medicine and Rehabilitation Research in Oxford, University of Oxford, Oxford, United Kingdom
| | - Kerrin Palazzi
- Hunter Medical Research Institute, New Lambton Heights, NSW, Australia
| | - Kate M. O'Brien
- School of Medicine and Public Health, University of Newcastle, Callaghan, NSW, Australia
- Hunter New England Population Health, Wallsend, NSW, Australia
| | - Amanda Williams
- School of Medicine and Public Health, University of Newcastle, Callaghan, NSW, Australia
| | - Rebecca K. Hodder
- School of Medicine and Public Health, University of Newcastle, Callaghan, NSW, Australia
- Hunter New England Population Health, Wallsend, NSW, Australia
- Hunter Medical Research Institute, New Lambton Heights, NSW, Australia
| | - Christopher M. Williams
- School of Medicine and Public Health, University of Newcastle, Callaghan, NSW, Australia
- Hunter New England Population Health, Wallsend, NSW, Australia
- Hunter Medical Research Institute, New Lambton Heights, NSW, Australia
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15
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Palin V, Van Staa TP, Steels S, Troxel AB, Groenwold RHH, MacDonald TM, Torgerson D, Faries D, Mancini P, Ouwens M, Frith LJ, Tsirtsonis K, MacLennan G, Nordon C. A first step towards best practice recommendations for the design and statistical analyses of pragmatic clinical trials: a modified Delphi approach. Br J Clin Pharmacol 2022; 88:5183-5201. [PMID: 35701368 DOI: 10.1111/bcp.15441] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Revised: 04/29/2022] [Accepted: 05/22/2022] [Indexed: 11/30/2022] Open
Abstract
AIM Pragmatic clinical trials (PCTs) are randomised trials implemented through routine clinical practice, where design parameters of traditional randomised controlled trials are modified to increase generalizability. However, this may introduce statistical challenges. We aimed to identify these challenges and discuss possible solutions leading to best practice recommendations for the design and analysis of PCTs. METHODS A modified Delphi method was used to reach consensus among a panel of 11 experts in clinical trials and statistics. Statistical issues were identified in a focused literature review and aggregated with insights and possible solutions from expert collected through a series of survey iterations. Issues were ranked according to their importance. RESULTS 27 articles were included and combined with experts' insight to generate a list of issues categorized into: participants; recruiting sites; randomisation, blinding and intervention; outcome (selection and measurement); and data analysis. Consensus was reached about the most important issues: risk of participants' attrition; heterogeneity of "usual care" across sites; absence of blinding; use of a subjective endpoint; and data analysis aligned with the trial estimand. Potential issues should be anticipated and preferably be addressed in the trial protocol. The experts provided solutions regarding data collection and data analysis, which were considered of equal importance. DISCUSSION A set of important statistical issues in PCTs was identified and approaches were suggested to anticipate and/or minimize these through data analysis. Any impact of choosing a pragmatic design feature should be gauged in the light of the trial estimand.
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Affiliation(s)
- Victoria Palin
- Division of Informatics, Imaging & Data Sciences, Manchester Environmental Research Institute, University of Manchester, United Kingdom
| | - Tjeerd P Van Staa
- Division of Informatics, Imaging & Data Sciences, Manchester Environmental Research Institute, University of Manchester, United Kingdom
| | - Stephanie Steels
- Department of Social Care and Social Work, Manchester Metropolitan University, Manchester, United Kingdom
| | - Andrea B Troxel
- Division of Biostatistics, Department of Population Health, NYU Grossman School of Medicine, NYU, USA
| | - Rolf H H Groenwold
- Department of Clinical Epidemiology, Leiden University Medical Centre, The Netherlands
| | - Tom M MacDonald
- MEMO Research, University of Dundee, Ninewells Hospital & Medical School, Dundee, United Kingdom
| | - David Torgerson
- Department of Health Sciences, University of York, United Kingdom
| | - Douglas Faries
- Global Statistical Sciences, Eli Lilly & Co., Indianapolis, IN, USA
| | | | | | | | | | - Graham MacLennan
- The Centre for Healthcare Randomised Trials, University of Aberdeen, United Kingdom
| | - Clementine Nordon
- formally LASER Research, Paris, France; currently AstraZeneca, Cambridge, United Kingdom
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16
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Clarkson S, Bowes L, Coulman E, Broome MR, Cannings-John R, Charles JM, Edwards RT, Ford T, Hastings RP, Hayes R, Patterson P, Segrott J, Townson J, Watkins R, Badger J, Hutchings J. The UK stand together trial: protocol for a multicentre cluster randomised controlled trial to evaluate the effectiveness and cost-effectiveness of KiVa to reduce bullying in primary schools. BMC Public Health 2022; 22:608. [PMID: 35351054 PMCID: PMC8961482 DOI: 10.1186/s12889-022-12642-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2022] [Accepted: 01/25/2022] [Indexed: 11/14/2022] Open
Abstract
Background Reducing bullying is a public health priority. KiVa, a school-based anti-bullying programme, is effective in reducing bullying in Finland and requires rigorous testing in other countries, including the UK. This trial aims to test the effectiveness and cost-effectiveness of KiVa in reducing child reported bullying in UK schools compared to usual practice. The trial is currently on-going. Recruitment commenced in October 2019, however due to COVID-19 pandemic and resulting school closures was re-started in October 2020. Methods Design: Two-arm pragmatic multicentre cluster randomised controlled trial with an embedded process and cost-effectiveness evaluation. Participants: 116 primary schools from four areas; North Wales, West Midlands, South East and South West England. Outcomes will be assessed at student level (ages 7–11 years; n = approximately 13,000 students). Intervention: KiVa is a whole school programme with universal actions that places a strong emphasis on changing bystander behaviour alongside indicated actions that provide consistent strategies for dealing with incidents of bullying. KiVa will be implemented over one academic year. Comparator: Usual practice. Primary outcome: Student-level bullying-victimisation assessed through self-report using the extensively used and validated Olweus Bully/Victim questionnaire at baseline and 12-month follow-up. Secondary outcomes: student-level bullying-perpetration; student mental health and emotional well-being; student level of, and roles in, bullying; school related well-being; school attendance and academic attainment; and teachers’ self-efficacy in dealing with bullying, mental well-being, and burnout. Sample size: 116 schools (58 per arm) with an assumed ICC of 0.02 will provide 90% power to identify a relative reduction of 22% with a 5% significance level. Randomisation: recruited schools will be randomised on 1:1 basis stratified by Key-Stage 2 size and free school meal status. Process evaluation: assess implementation fidelity, identify influences on KiVa implementation, and examine intervention mechanisms. Economic evaluation: Self-reported victimisation, Child Health Utility 9D, Client Service Receipt Inventory, frequency of services used, and intervention costs. The health economic analysis will be conducted from a schools and societal perspective. Discussion This two-arm pragmatic multicentre cluster randomised controlled trial will evaluate the KiVa anti-bullying intervention to generate evidence of the effectiveness, cost-effectiveness and scalability of the programme in the UK. Our integrated process evaluation will assess implementation fidelity, identify influences on KiVa implementation across England and Wales and examine intervention mechanisms. The integrated health economic analysis will be conducted from a schools and societal perspective. Our trial will also provide evidence regarding the programme impact on inequalities by testing whether KiVa is effective across the socio-economic gradient. Trial registration Trials ISRCTN 12300853 Date assigned 11/02/2020.
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Affiliation(s)
| | - Lucy Bowes
- Department of Experimental Psychology, Oxford University, Oxford, OX2 6GG, England.
| | - Elinor Coulman
- Centre for Trials Research, Cardiff University, Neuadd Meirionnydd, Heath Park, Cardiff, CF14 4YS, UK
| | - Matthew R Broome
- Institute for Mental Health, University of Birmingham, Edgbaston, Birmingham, B15 2TT, England.,Birmingham Women's and Children's NHS Foundation Trust, Steelhouse Lane, Birmingham, B4 6NH, England
| | - Rebecca Cannings-John
- Centre for Trials Research, Cardiff University, Neuadd Meirionnydd, Heath Park, Cardiff, CF14 4YS, UK
| | | | | | - Tamsin Ford
- Department of Psychiatry, Hershel Smith Building, Cambridge Biomedical Campus, Robinson Way, Cambridge, CB2 0SZ, England
| | - Richard P Hastings
- Centre for Educational Development, Appraisal and Research, University of Warwick, Coventry, CV4 8UW, England.,Centre for Developmental Psychiatry and Psychology, School of Clinical Sciences at Monash Health, Monash University, Clayton, VIC, 3168, Australia
| | - Rachel Hayes
- College of Life and Environmental Sciences, Psychology, University of Exeter, Exeter, EX1 2LU, England
| | - Paul Patterson
- Birmingham Women's and Children's NHS Foundation Trust, Birmingham, UK
| | - Jeremy Segrott
- Centre for Trials Research, Cardiff University, Neuadd Meirionnydd, Heath Park, Cardiff, CF14 4YS, UK
| | - Julia Townson
- Centre for Trials Research, Cardiff University, Neuadd Meirionnydd, Heath Park, Cardiff, CF14 4YS, UK
| | - Richard Watkins
- Bangor University, Bangor, Gwynedd, LL57 2DG, UK.,Regional School Effectiveness and Improvement Service for North Wales (GwE), Bae Colwyn, UK
| | - Julia Badger
- Department of Experimental Psychology, Oxford University, Oxford, OX2 6GG, England.,Centre for Educational Development, Appraisal and Research, University of Warwick, Coventry, CV4 8UW, England
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17
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Williamson E, Boniface G, Marian IR, Dutton SJ, Garrett A, Morris A, Hansen Z, Ward L, Nicolson PJA, Rogers D, Barker KL, Fairbank J, Fitch J, French DP, Comer C, Mallen CD, Lamb SE. The clinical effectiveness of a physiotherapy delivered physical and psychological group intervention for older adults with neurogenic claudication: the BOOST randomised controlled trial. J Gerontol A Biol Sci Med Sci 2022; 77:1654-1664. [PMID: 35279025 PMCID: PMC9373932 DOI: 10.1093/gerona/glac063] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2021] [Indexed: 11/30/2022] Open
Abstract
Background Neurogenic claudication (NC) is a debilitating spinal condition affecting older adults’ mobility and quality of life. Methods A randomized controlled trial of 438 participants evaluated the effectiveness of a physical and psychological group intervention (BOOST program) compared to physiotherapy assessment and tailored advice (best practice advice [BPA]) for older adults with NC. Participants were identified from spinal clinics (community and secondary care) and general practice records and randomized 2:1 to the BOOST program or BPA. The primary outcome was the Oswestry Disability Index (ODI) at 12 months. Data were also collected at 6 months. Other outcomes included ODI walking item, 6-minute walk test (6MWT), and falls. The primary analysis was intention-to-treat. Results The average age of participants was 74.9 years (standard deviation [SD] 6.0) and 57% (246/435) were female. There was no significant difference in ODI scores between treatment groups at 12 months (adjusted mean difference [MD]: −1.4 [95% confidence intervals (CI) −4.03, 1.17]), but, at 6 months, ODI scores favored the BOOST program (adjusted MD: −3.7 [95% CI −6.27, −1.06]). At 12 months, the BOOST program resulted in greater improvements in walking capacity (6MWT MD: 21.7m [95% CI 5.96, 37.38]) and ODI walking item (MD: −0.2 [95% CI −0.45, −0.01]) and reduced falls risk (odds ratio: 0.6 [95% CI 0.40, 0.98]) compared to BPA. No serious adverse events were related to either treatment. Conclusions The BOOST program substantially improved mobility for older adults with NC. Future iterations of the program will consider ways to improve long-term pain-related disability. Clinical Trials Registration Number: ISRCTN12698674
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Affiliation(s)
- Esther Williamson
- Nuffield Department of Rheumatology, Orthopaedics and Musculoskeletal Sciences, University of Oxford, UK.,College of Medicine and Health, University of Exeter
| | - Graham Boniface
- Nuffield Department of Rheumatology, Orthopaedics and Musculoskeletal Sciences, University of Oxford, UK
| | - Ioana R Marian
- Oxford Clinical Trials Research Unit, Centre for Statistics in Medicine, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, UK
| | - Susan J Dutton
- Oxford Clinical Trials Research Unit, Centre for Statistics in Medicine, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, UK
| | - Angela Garrett
- Nuffield Department of Rheumatology, Orthopaedics and Musculoskeletal Sciences, University of Oxford, UK
| | - Alana Morris
- Nuffield Department of Rheumatology, Orthopaedics and Musculoskeletal Sciences, University of Oxford, UK
| | - Zara Hansen
- Nuffield Department of Rheumatology, Orthopaedics and Musculoskeletal Sciences, University of Oxford, UK
| | - Lesley Ward
- Department of Sport, Exercise and Rehabilitation, Northumbria University, UK
| | - Philippa J A Nicolson
- Nuffield Department of Rheumatology, Orthopaedics and Musculoskeletal Sciences, University of Oxford, UK
| | - David Rogers
- Royal Orthopaedic Hospital NHS Foundation Trust, Birmingham, UK
| | - Karen L Barker
- Nuffield Department of Rheumatology, Orthopaedics and Musculoskeletal Sciences, University of Oxford, UK.,Oxford University Hospitals NHS Trust, Oxford, UK
| | - Jeremy Fairbank
- Nuffield Department of Rheumatology, Orthopaedics and Musculoskeletal Sciences, University of Oxford, UK
| | | | - David P French
- Manchester Centre for Health Psychology, University of Manchester, UK
| | - Christine Comer
- University of Leeds, Leeds, UK.,Leeds Community Healthcare NHS Trust, Otley, UK
| | - Christian D Mallen
- Primary Care Centre Versus Arthritis, School of Medicine, Keele University, Keele, UK
| | - Sarah E Lamb
- College of Medicine and Health, University of Exeter
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18
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Analysis approaches to address treatment nonadherence in pragmatic trials with point-treatment settings: a simulation study. BMC Med Res Methodol 2022; 22:46. [PMID: 35172746 PMCID: PMC8849041 DOI: 10.1186/s12874-022-01518-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2021] [Accepted: 01/14/2022] [Indexed: 12/01/2022] Open
Abstract
Background Two-stage least square [2SLS] and two-stage residual inclusion [2SRI] are popularly used instrumental variable (IV) methods to address medication nonadherence in pragmatic trials with point treatment settings. These methods require assumptions, e.g., exclusion restriction, although they are known to handle unmeasured confounding. The newer IV-method, nonparametric causal bound [NPCB], showed promise in reducing uncertainty compared to usual IV-methods. The inverse probability-weighted per-protocol [IP-weighted PP] method is useful in the same setting but requires different assumptions, e.g., no unmeasured confounding. Although all of these methods are aimed to address the same nonadherence problem, comprehensive simulations to compare performances of them are absent in the literature. Methods We performed extensive simulations to compare the performances of the above methods in addressing nonadherence when: (1) exclusion restriction satisfied and no unmeasured confounding, (2) exclusion restriction is met but unmeasured confounding present, and (3) exclusion restriction is violated. Our simulations varied parameters such as, levels of adherence rates, unmeasured confounding, and exclusion restriction violations. Risk differences were estimated, and we compared performances in terms of bias, standard error (SE), mean squared error (MSE), and 95% confidence interval coverage probability. Results For setting (1), 2SLS and 2SRI have small bias and nominal coverage. IP-weighted PP outperforms these IV-methods in terms of smaller MSE but produces high MSE when nonadherence is very high. For setting (2), IP-weighted-PP generally performs poorly compared to 2SLS and 2SRI in term of bias, and both-stages adjusted IV-methods improve precision than naive IV-methods. For setting (3), IV-methods perform worst in all scenarios, and IP-weighted-PP produces unbiased estimates and small MSE when confounders are adjusted. NPCB produces larger uncertainty bound width in almost all scenarios. We also analyze a two-arm trial to estimate vitamin-A supplementation effect on childhood mortality after addressing nonadherence. Conclusions Understanding finite sample characteristics of these methods will guide future researchers in determining suitable analysis strategies. Since assumptions are different and often untestable for IP-weighted PP and IV methods, we suggest analyzing data using both IP-weighted PP and IV approaches in search of a robust conclusion.
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19
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Bruce J, Mazuquin B, Mistry P, Rees S, Canaway A, Hossain A, Williamson E, Padfield EJ, Lall R, Richmond H, Chowdhury L, Lait C, Petrou S, Booth K, Lamb SE, Vidya R, Thompson AM. Exercise to prevent shoulder problems after breast cancer surgery: the PROSPER RCT. Health Technol Assess 2022; 26:1-124. [PMID: 35220995 DOI: 10.3310/jknz2003] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND Upper limb problems are common after breast cancer treatment. OBJECTIVES To investigate the clinical effectiveness and cost-effectiveness of a structured exercise programme compared with usual care on upper limb function, health-related outcomes and costs in women undergoing breast cancer surgery. DESIGN This was a two-arm, pragmatic, randomised controlled trial with embedded qualitative research, process evaluation and parallel economic analysis; the unit of randomisation was the individual (allocated ratio 1 : 1). SETTING Breast cancer centres, secondary care. PARTICIPANTS Women aged ≥ 18 years who had been diagnosed with breast cancer and were at higher risk of developing shoulder problems. Women were screened to identify their risk status. INTERVENTIONS All participants received usual-care information leaflets. Those randomised to exercise were referred to physiotherapy for an early, structured exercise programme (three to six face-to-face appointments that included strengthening, physical activity and behavioural change strategies). MAIN OUTCOME MEASURES The primary outcome was upper limb function at 12 months as assessed using the Disabilities of Arm, Hand and Shoulder questionnaire. Secondary outcomes were function (Disabilities of Arm, Hand and Shoulder questionnaire subscales), pain, complications (e.g. wound-related complications, lymphoedema), health-related quality of life (e.g. EuroQol-5 Dimensions, five-level version; Short Form questionnaire-12 items), physical activity and health service resource use. The economic evaluation was expressed in terms of incremental cost per quality-adjusted life-year and incremental net monetary benefit gained from an NHS and Personal Social Services perspective. Participants and physiotherapists were not blinded to group assignment, but data collectors were blinded. RESULTS Between 2016 and 2017, we randomised 392 participants from 17 breast cancer centres across England: 196 (50%) to the usual-care group and 196 (50%) to the exercise group. Ten participants (10/392; 3%) were withdrawn at randomisation and 32 (8%) did not provide complete baseline data. A total of 175 participants (89%) from each treatment group provided baseline data. Participants' mean age was 58.1 years (standard deviation 12.1 years; range 28-88 years). Most participants had undergone axillary node clearance surgery (327/392; 83%) and 317 (81%) had received radiotherapy. Uptake of the exercise treatment was high, with 181 out of 196 (92%) participants attending at least one physiotherapy appointment. Compliance with exercise was good: 143 out of 196 (73%) participants completed three or more physiotherapy sessions. At 12 months, 274 out of 392 (70%) participants returned questionnaires. Improvement in arm function was greater in the exercise group [mean Disabilities of Arm, Hand and Shoulder questionnaire score of 16.3 (standard deviation 17.6)] than in the usual-care group [mean Disabilities of Arm, Hand and Shoulder questionnaire score of 23.7 (standard deviation 22.9)] at 12 months for intention-to-treat (adjusted mean difference Disabilities of Arm, Hand and Shoulder questionnaire score of -7.81, 95% confidence interval -12.44 to -3.17; p = 0.001) and complier-average causal effect analyses (adjusted mean difference -8.74, 95% confidence interval -13.71 to -3.77; p ≤ 0.001). At 12 months, pain scores were lower and physical health-related quality of life was higher in the exercise group than in the usual-care group (Short Form questionnaire-12 items, mean difference 4.39, 95% confidence interval 1.74 to 7.04; p = 0.001). We found no differences in the rate of adverse events or lymphoedema over 12 months. The qualitative findings suggested that women found the exercise programme beneficial and enjoyable. Exercise accrued lower costs (-£387, 95% CI -£2491 to £1718) and generated more quality-adjusted life years (0.029, 95% CI 0.001 to 0.056) than usual care over 12 months. The cost-effectiveness analysis indicated that exercise was more cost-effective and that the results were robust to sensitivity analyses. Exercise was relatively cheap to implement (£129 per participant) and associated with lower health-care costs than usual care and improved health-related quality of life. Benefits may accrue beyond the end of the trial. LIMITATIONS Postal follow-up was lower than estimated; however, the study was adequately powered. No serious adverse events directly related to the intervention were reported. CONCLUSIONS This trial provided robust evidence that referral for early, supported exercise after breast cancer surgery improved shoulder function in those at risk of shoulder problems and was associated with lower health-care costs than usual care and improved health-related quality of life. FUTURE WORK Future work should focus on the implementation of exercise programmes in clinical practice for those at highest risk of shoulder problems. TRIAL REGISTRATION This trial is registered as ISRCTN35358984. FUNDING This project was funded by the National Institute for Health Research (NIHR) Health Technology Assessment programme and will be published in full in Health Technology Assessment; Vol. 26, No. 15. See the NIHR Journals Library website for further project information.
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Affiliation(s)
- Julie Bruce
- Warwick Clinical Trials Unit, Division of Health Sciences, University of Warwick, Coventry, UK
| | - Bruno Mazuquin
- Warwick Clinical Trials Unit, Division of Health Sciences, University of Warwick, Coventry, UK
| | - Pankaj Mistry
- Warwick Clinical Trials Unit, Division of Health Sciences, University of Warwick, Coventry, UK
| | - Sophie Rees
- Warwick Clinical Trials Unit, Division of Health Sciences, University of Warwick, Coventry, UK
| | - Alastair Canaway
- Warwick Clinical Trials Unit, Division of Health Sciences, University of Warwick, Coventry, UK
| | - Anower Hossain
- Warwick Clinical Trials Unit, Division of Health Sciences, University of Warwick, Coventry, UK
- Institute of Statistical Research and Training (ISRT), University of Dhaka, Dhaka, Bangladesh
| | - Esther Williamson
- Centre for Rehabilitation Research, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, UK
- College of Medicine and Health, University of Exeter, Exeter, UK
| | - Emma J Padfield
- Warwick Clinical Trials Unit, Division of Health Sciences, University of Warwick, Coventry, UK
| | - Ranjit Lall
- Warwick Clinical Trials Unit, Division of Health Sciences, University of Warwick, Coventry, UK
| | - Helen Richmond
- Primary Healthcare Research Unit, Faculty of Medicine, Memorial University of Newfoundland, St John's, NL, Canada
| | - Loraine Chowdhury
- Warwick Clinical Trials Unit, Division of Health Sciences, University of Warwick, Coventry, UK
| | - Clare Lait
- Gloucestershire Care Services NHS Trust, Gloucester, UK
| | - Stavros Petrou
- Warwick Clinical Trials Unit, Division of Health Sciences, University of Warwick, Coventry, UK
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Katie Booth
- Warwick Clinical Trials Unit, Division of Health Sciences, University of Warwick, Coventry, UK
| | - Sarah E Lamb
- College of Medicine and Health, University of Exeter, Exeter, UK
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20
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Dodd M, Fielding K, Carpenter JR, Thompson JA, Elbourne D. Statistical methods for non-adherence in non-inferiority trials: useful and used? A systematic review. BMJ Open 2022; 12:e052656. [PMID: 35022173 PMCID: PMC8756274 DOI: 10.1136/bmjopen-2021-052656] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/21/2021] [Accepted: 12/16/2021] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND In non-inferiority trials with non-adherence to interventions (or non-compliance), intention-to-treat and per-protocol analyses are often performed; however, non-random non-adherence generally biases these estimates of efficacy. OBJECTIVE To identify statistical methods that adjust for the impact of non-adherence and thus estimate the causal effects of experimental interventions in non-inferiority trials. DESIGN A systematic review was conducted by searching the Ovid MEDLINE database (31 December 2020) to identify (1) randomised trials with a primary analysis for non-inferiority that applied (or planned to apply) statistical methods to account for the impact of non-adherence to interventions, and (2) methodology papers that described such statistical methods and included a non-inferiority trial application. OUTCOMES The statistical methods identified, their impacts on non-inferiority conclusions, and their advantages/disadvantages. RESULTS A total of 24 papers were included (4 protocols, 13 results papers and 7 methodology papers) reporting relevant methods on 26 occasions. The most common were instrumental variable approaches (n=9), including observed adherence as a covariate within a regression model (n=3), and modelling adherence as a time-varying covariate in a time-to-event analysis (n=3). Other methods included rank preserving structural failure time models and inverse-probability-of-treatment weighting. The methods identified in protocols and results papers were more commonly specified as sensitivity analyses (n=13) than primary analyses (n=3). Twelve results papers included an alternative analysis of the same outcome; conclusions regarding non-inferiority were in agreement on six occasions and could not be compared on six occasions (different measures of effect or results not provided in full). CONCLUSIONS Available statistical methods which attempt to account for the impact of non-adherence to interventions were used infrequently. Therefore, firm inferences about their influence on non-inferiority conclusions could not be drawn. Since intention-to-treat and per-protocol analyses do not guarantee unbiased conclusions regarding non-inferiority, the methods identified should be considered for use in sensitivity analyses. PROSPERO REGISTRATION NUMBER CRD42020177458.
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Affiliation(s)
- Matthew Dodd
- Department of Medical Statistics, London School of Hygiene & Tropical Medicine, London, UK
- Clinical Trials Unit, London School of Hygiene & Tropical Medicine, London, UK
| | - Katherine Fielding
- Department of Infectious Disease Epidemiology, London School of Hygiene & Tropical Medicine, London, UK
| | - James R Carpenter
- Department of Medical Statistics, London School of Hygiene & Tropical Medicine, London, UK
- MRC Clinical Trials Unit, UCL, London, UK
| | - Jennifer A Thompson
- Department of Infectious Disease Epidemiology, London School of Hygiene & Tropical Medicine, London, UK
| | - Diana Elbourne
- Department of Medical Statistics, London School of Hygiene & Tropical Medicine, London, UK
- Clinical Trials Unit, London School of Hygiene & Tropical Medicine, London, UK
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21
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Uscher-Pines L, Demirci J, Waymouth M, Lawrence R, Parks A, Mehrotra A, Ray K, DeYoreo M, Kapinos K. Impact of telelactation services on breastfeeding outcomes among Black and Latinx parents: protocol for the Tele-MILC randomized controlled trial. Trials 2022; 23:5. [PMID: 34980212 PMCID: PMC8721475 DOI: 10.1186/s13063-021-05846-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2021] [Accepted: 11/18/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Breastfeeding offers many medical and neurodevelopmental advantages for birthing parents and infants; however, the majority of parents stop breastfeeding before it is recommended. Professional lactation support by the International Board Certified Lactation Consultants (IBCLCs) increases breastfeeding rates; however, many communities lack access to IBCLCs. Black and Latinx parents have lower breastfeeding rates, and limited access to professional lactation support may contribute to this disparity. Virtual "telelactation" consults that use two-way video have the potential to increase access to IBCLCs among disadvantaged populations. We present a protocol for the digital Tele-MILC trial, which uses mixed methods to evaluate the impact of telelactation services on breastfeeding outcomes. The objective of this pragmatic, parallel design randomized controlled trial is to assess the impact of telelactation on breastfeeding duration and exclusivity and explore how acceptability of and experiences with telelactation vary across Latinx, Black, and non-Black and non-Latinx parents to guide future improvement of these services. METHODS 2400 primiparous, pregnant individuals age > 18 who intend to breastfeed and live in the USA underserved by IBCLCs will be recruited. Recruitment will occur via Ovia, a pregnancy tracker mobile phone application (app) used by over one million pregnant individuals in the USA annually. Participants will be randomized to (1) on-demand telelactation video calls on personal devices or (2) ebook on infant care/usual care. Breastfeeding outcomes will be captured via surveys and interviews and compared across racial and ethnic groups. This study will track participants for 8 months (including 6 months postpartum). Primary outcomes include breastfeeding duration and breastfeeding exclusivity. We will quantify differences in these outcomes across racial and ethnic groups. Both intention-to-treat and as-treated (using instrumental variable methods) analyses will be performed. This study will also generate qualitative data on the experiences of different subgroups of parents with the telelactation intervention, including barriers to use, satisfaction, and strengths and limitations of this delivery model. DISCUSSION This is the first randomized study evaluating the impact of telelactation on breastfeeding outcomes. It will inform the design and implementation of future digital trials among pregnant and postpartum people, including Black and Latinx populations which are historically underrepresented in clinical trials. TRIAL REGISTRATION ClinicalTrials.gov NCT04856163. Registered on April 23, 2021.
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Affiliation(s)
| | - Jill Demirci
- University of Pittsburgh School of Nursing, 3500 Victoria Street, Pittsburgh, PA 15261 USA
| | - Molly Waymouth
- RAND Corporation, 1200 S Hayes St, Arlington, VA 22202 USA
| | | | - Amanda Parks
- Virginia Commonwealth University, 806 W. Franklin St., Richmond, VA 23284-2018 USA
| | - Ateev Mehrotra
- Harvard Medical School, 180 Longwood Avenue, Boston, MA 02115 USA
| | - Kristin Ray
- University of Pittsburgh, 3414 Fifth Avenue, Pittsburgh, PA 15213 USA
| | - Maria DeYoreo
- RAND Corporation, 1776 Main Street, Santa Monica, CA 90401-3208 USA
| | - Kandice Kapinos
- RAND Corporation and University of Texas Southwestern Medical School, 1200 S Hayes St, Arlington, VA 22202 USA
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22
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Weiss SL, Balamuth F, Long E, Thompson GC, Hayes KL, Katcoff H, Cook M, Tsemberis E, Hickey CP, Williams A, Williamson-Urquhart S, Borland ML, Dalziel SR, Gelbart B, Freedman SB, Babl FE, Huang J, Kuppermann N. PRagMatic Pediatric Trial of Balanced vs nOrmaL Saline FlUid in Sepsis: study protocol for the PRoMPT BOLUS randomized interventional trial. Trials 2021; 22:776. [PMID: 34742327 PMCID: PMC8572061 DOI: 10.1186/s13063-021-05717-4] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2021] [Accepted: 10/11/2021] [Indexed: 12/24/2022] Open
Abstract
Background/aims Despite evidence that preferential use of balanced/buffered fluids may improve outcomes compared with chloride-rich 0.9% saline, saline remains the most commonly used fluid for children with septic shock. We aim to determine if resuscitation with balanced/buffered fluids as part of usual care will improve outcomes, in part through reduced kidney injury and without an increase in adverse effects, compared to 0.9% saline for children with septic shock. Methods The Pragmatic Pediatric Trial of Balanced versus Normal Saline Fluid in Sepsis (PRoMPT BOLUS) study is an international, open-label pragmatic interventional trial being conducted at > 40 sites in the USA, Canada, and Australia/New Zealand starting on August 25, 2020, and continuing for 5 years. Children > 6 months to < 18 years treated for suspected septic shock with abnormal perfusion in an emergency department will be randomized to receive either balanced/buffered crystalloids (intervention) or 0.9% saline (control) for initial resuscitation and maintenance fluids for up to 48 h. Eligible patients are enrolled and randomized using serially numbered, opaque envelopes concurrent with clinical care. Given the life-threatening nature of septic shock and narrow therapeutic window to start fluid resuscitation, patients may be enrolled under “exception from informed consent” in the USA or “deferred consent” in Canada and Australia/New Zealand. Other than fluid type, all decisions about timing, volume, and rate of fluid administration remain at the discretion of the treating clinicians. For pragmatic reasons, clinicians will not be blinded to study fluid type. Anticipated enrollment is 8800 patients. The primary outcome will be major adverse kidney events within 30 days (MAKE30), a composite of death, renal replacement therapy, and persistent kidney dysfunction. Additional effectiveness, safety, and biologic outcomes will also be analyzed. Discussion PRoMPT BOLUS will provide high-quality evidence for the comparative effectiveness of buffered/balanced crystalloids versus 0.9% saline for the initial fluid management of children with suspected septic shock in emergency settings. Trial registration PRoMPT BOLUS was first registered at ClinicalTrials.gov (NCT04102371) on September 25, 2019. Enrollment started on August 25, 2020. Supplementary Information The online version contains supplementary material available at 10.1186/s13063-021-05717-4.
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Affiliation(s)
- Scott L Weiss
- Department of Anesthesiology and Critical Care, The Children's Hospital of Philadelphia, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA. .,The Children's Hospital of Philadelphia Pediatric Sepsis Program, Philadelphia, PA, USA.
| | - Fran Balamuth
- The Children's Hospital of Philadelphia Pediatric Sepsis Program, Philadelphia, PA, USA.,Department of Pediatrics, The Children's Hospital of Philadelphia, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Elliot Long
- Department of Emergency Medicine, The Royal Children's Hospital, Parkville, Victoria, Australia.,Departments of Pediatrics and Critical Care, The University of Melbourne, Parkville, Victoria, Australia.,Murdoch Children's Research Institute, Melbourne, Victoria, Australia
| | - Graham C Thompson
- Departments of Pediatrics and Emergency Medicine, Alberta Children's Hospital Research Institute, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Katie L Hayes
- The Children's Hospital of Philadelphia Pediatric Sepsis Program, Philadelphia, PA, USA
| | - Hannah Katcoff
- Department of Biomedical and Health Informatics, Data Science and Biostatistics Unit, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Marlena Cook
- Department of Pediatrics, The Children's Hospital of Philadelphia, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Elena Tsemberis
- Department of Pediatrics, The Children's Hospital of Philadelphia, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Christopher P Hickey
- The Children's Hospital of Philadelphia Pediatric Sepsis Program, Philadelphia, PA, USA
| | - Amanda Williams
- Department of Emergency Medicine, The Royal Children's Hospital, Parkville, Victoria, Australia
| | - Sarah Williamson-Urquhart
- Departments of Pediatrics and Emergency Medicine, Alberta Children's Hospital Research Institute, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Meredith L Borland
- Divisions of Emergency Medicine and Pediatrics, Perth Children's Hospital, School of Medicine at the University of Western Australia, Crawley, Australia
| | - Stuart R Dalziel
- Departments of Surgery and Pediatrics: Child and Youth Health, Starship Children's Hospital, University of Auckland, Auckland, New Zealand
| | - Ben Gelbart
- Departments of Pediatrics and Critical Care, The University of Melbourne, Parkville, Victoria, Australia.,Murdoch Children's Research Institute, Melbourne, Victoria, Australia.,Australian and New Zealand Intensive Care Society Paediatric Study Group, Camberwell, Australia.,Paediatric Intensive Care Unit, Royal Children's Hospital, Parkville, Victoria, Australia
| | - Stephen B Freedman
- Sections of Pediatric Emergency Medicine and Gastroenterology, Departments of Pediatrics and Emergency Medicine, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Franz E Babl
- Department of Emergency Medicine, The Royal Children's Hospital, Parkville, Victoria, Australia.,Departments of Pediatrics and Critical Care, The University of Melbourne, Parkville, Victoria, Australia.,Murdoch Children's Research Institute, Melbourne, Victoria, Australia
| | - Jing Huang
- Department of Pediatrics, The Children's Hospital of Philadelphia, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA.,Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Nathan Kuppermann
- Department of Emergency Medicine and Pediatrics, UC Davis School of medicine and UC Davis Health, Sacramento, CA, USA
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23
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Narrow-spectrum antibiotics for community-acquired pneumonia in Dutch adults (CAP-PACT): a cross-sectional, stepped-wedge, cluster-randomised, non-inferiority, antimicrobial stewardship intervention trial. THE LANCET. INFECTIOUS DISEASES 2021; 22:274-283. [PMID: 34627499 DOI: 10.1016/s1473-3099(21)00255-3] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/10/2021] [Revised: 03/11/2021] [Accepted: 04/12/2021] [Indexed: 12/23/2022]
Abstract
BACKGROUND Adults hospitalised to a non-intensive care unit (ICU) ward with moderately severe community-acquired pneumonia are frequently treated with broad-spectrum antibiotics, despite Dutch guidelines recommending narrow-spectrum antibiotics. Therefore, we investigated whether an antibiotic stewardship intervention would reduce the use of broad-spectrum antibiotics in patients with moderately severe community-acquired pneumonia without compromising their safety. METHODS In this cross-sectional, stepped-wedge, cluster-randomised, non-inferiority trial (CAP-PACT) done in 12 hospitals in the Netherlands, we enrolled immunocompetent adults (≥18 years) who were admitted to a non-ICU ward and had a working diagnosis of moderately severe community-acquired pneumonia. All participating hospitals started in a control period and every 3 months a block of two hospitals transitioned from the control to the intervention period, with all hospitals eventually ending in the intervention period. The unit of randomisation was the hospital (cluster), and electronic randomisation (by an independent data manager) decided the sequence (the time of intervention) by which hospitals would cross over from the control period to the intervention period. Blinding was not possible. The antimicrobial stewardship intervention was a bundle targeting health-care providers and comprised education, engaging opinion leaders, and prospective audit and feedback of antibiotic use. The co-primary outcomes were broad-spectrum days of therapy per patient, tested by superiority, and 90-day all-cause mortality, tested by non-inferiority with a non-inferiority margin of 3%, and were analysed in the intention-to-treat population, comprising all patients who were enrolled in the control and intervention periods. This trial was prospectively registered at ClinicalTrials.gov, NCT02604628. FINDINGS Between Nov 1, 2015, and Nov 1, 2017, 5683 patients were assessed for eligibility, of whom 4084 (2235 in the control period and 1849 in the intervention period) were included in the intention-to-treat analysis. The adjusted mean broad-spectrum days of therapy per patient were reduced from 6·5 days in the control period to 4·8 days in the intervention period, yielding an absolute reduction of -1·7 days (95% CI -2·4 to -1·1) and a relative reduction of 26·6% (95% CI 18·0-35·3). Crude 90-day mortality was 10·9% (242 of 2228 died) in the control period and 10·8% (199 of 1841) in the intervention period, yielding an adjusted absolute risk difference of 0·4% (90% CI -2·7 to 2·4), indicating non-inferiority. INTERPRETATION In patients hospitalised with moderately severe community-acquired pneumonia, a multifaceted antibiotic stewardship intervention might safely reduce broad-spectrum antibiotic use. FUNDING None.
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24
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Robson E, Kamper SJ, Hall A, Lee H, Davidson S, da Silva PV, Gleadhill C, Williams CM. Effectiveness of a Healthy Lifestyle Program (HeLP) for low back pain: statistical analysis plan for a randomised controlled trial. Trials 2021; 22:648. [PMID: 34551809 PMCID: PMC8459477 DOI: 10.1186/s13063-021-05591-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2020] [Accepted: 09/02/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND This paper describes the statistical analysis plan for a randomised controlled trial of a Healthy Lifestyle Program (HeLP) for low back pain targeting multiple health risks and behaviours, weight, physical activity, diet and smoking, to improve disability. We describe the methods for the main analyses and economic analysis of the trial. METHODS AND DESIGN The trial is a two-arm pragmatic randomised controlled trial comparing the effect of the HeLP intervention to usual care on low back pain disability at 26 weeks. A total of 346 adults with low back pain were recruited from the Newcastle and Hunter region between September 2017 and November 2019 and randomised to either HeLP or usual care. HeLP is a 6-month intervention with participant outcomes measured at weeks 6, 12, 26 and 52 post randomisation. This statistical analysis plan describes data integrity, handling and preparation of data for analyses and methods for analyses. The primary endpoint for the trial is disability at 26 weeks using the 24-item self-report Roland Morris Disability Questionnaire. The primary analysis will follow the intention-to-treat principle using linear mixed regression models. DISCUSSION The statistical analysis plan for this trial was produced to reduce outcome reporting bias arising from knowledge of the study findings. Any deviations will be described and justified in the final report. TRIAL REGISTRATION Australian New Zealand Clinical Trials Registry ACTRN12617001288314 . Registered on 6 September 2017.
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Affiliation(s)
- Emma Robson
- School of Medicine and Public Health, University of Newcastle, Callaghan, NSW, Australia
- Hunter New England Population Health, Wallsend, NSW, Australia
| | - Steven J Kamper
- School of Health Sciences, University of Sydney, Camperdown, NSW, Australia
- Nepean Blue Mountains Local Health District, Penrith, NSW, Australia
| | - Alix Hall
- School of Medicine and Public Health, University of Newcastle, Callaghan, NSW, Australia
- Hunter New England Population Health, Wallsend, NSW, Australia
| | - Hopin Lee
- School of Medicine and Public Health, University of Newcastle, Callaghan, NSW, Australia
- Hunter New England Population Health, Wallsend, NSW, Australia
- Centre for Statistics in Medicine and Rehabilitation Research in Oxford, Nuffield Department of Orthopaedics Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, UK
| | - Simon Davidson
- School of Medicine and Public Health, University of Newcastle, Callaghan, NSW, Australia
- Hunter New England Population Health, Wallsend, NSW, Australia
| | - Priscilla Viana da Silva
- School of Medicine and Public Health, University of Newcastle, Callaghan, NSW, Australia
- Hunter New England Population Health, Wallsend, NSW, Australia
| | - Connor Gleadhill
- School of Medicine and Public Health, University of Newcastle, Callaghan, NSW, Australia
- Hunter New England Population Health, Wallsend, NSW, Australia
| | - Christopher M Williams
- School of Medicine and Public Health, University of Newcastle, Callaghan, NSW, Australia.
- Hunter New England Population Health, Wallsend, NSW, Australia.
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Barker KL, Room J, Knight R, Dutton S, Toye F, Leal J, Kenealy N, Maia Schlüssel M, Collins G, Beard D, Price AJ, Underwood M, Drummond A, Lamb S. Home-based rehabilitation programme compared with traditional physiotherapy for patients at risk of poor outcome after knee arthroplasty: the CORKA randomised controlled trial. BMJ Open 2021; 11:e052598. [PMID: 34452970 PMCID: PMC8404435 DOI: 10.1136/bmjopen-2021-052598] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/27/2021] [Accepted: 08/05/2021] [Indexed: 11/04/2022] Open
Abstract
OBJECTIVES To evaluate whether a home-based rehabilitation programme for people assessed as being at risk of a poor outcome after knee arthroplasty offers superior outcomes to traditional outpatient physiotherapy. DESIGN A prospective, single-blind, two-arm randomised controlled superiority trial. SETTING 14 National Health Service physiotherapy departments in the UK. PARTICIPANTS 621 participants identified at high risk of a poor outcome after knee arthroplasty using a bespoke screening tool. INTERVENTIONS A multicomponent home-based rehabilitation programme delivered by rehabilitation assistants with supervision from qualified therapists versus usual care outpatient physiotherapy. MAIN OUTCOME MEASURES The primary outcome was the Late-Life Function and Disability Instrument (LLFDI) at 12 months. Secondary outcomes were the Oxford Knee Score (a disease-specific measure of function), Knee injury and Osteoarthritis Outcome Score Quality of Life subscale, Physical Activity Scale for the Elderly, 5 dimension, 5 level version of Euroqol (EQ-5D-5L) and physical function assessed using the Figure of 8 Walk test, 30 s Chair Stand Test and Single Leg Stance. RESULTS 621 participants were randomised between March 2015 and January 2018. 309 were assigned to CORKA (Community Rehabilitation after Knee Arthroplasty) home-based rehabilitation, receiving a median five treatment sessions (IQR 4-7). 312 were assigned to usual care, receiving a median 4 sessions (IQR 2-6). The primary outcome, LLFDI function total score at 12 months, was collected for 279 participants (89%) in the home-based CORKA group and 287 participants (92%) in the usual care group. No clinically or statistically significant difference was found between the groups (intention-to-treat adjusted difference=0.49 points; 95% CI -0.89 to 1.88; p=0.48). There were no statistically significant differences between the groups on any of the patient-reported or physical secondary outcome measures at 6 or 12 months.There were 18 participants in the intervention group reporting a serious adverse event (5.8%), only one directly related to the intervention, all other adverse events recorded throughout the trial related to underlying chronic medical conditions. CONCLUSIONS The CORKA intervention was not superior to usual care. The trial detected no significant differences, clinical or statistical, between the two groups on either primary or secondary outcomes. CORKA offers an evaluation of an intervention utilising a different service delivery model for this patient group. TRIAL REGISTRATION NUMBER ISRCTN13517704.
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Affiliation(s)
- Karen L Barker
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, Oxfordshire, UK
| | - Jonathan Room
- Nuffield Orthopaedic Centre, Oxford University Hospitals NHS Foundation Trust, Oxford, Oxfordshire, UK
| | - Ruth Knight
- Oxford Clinicial Trials Research Unit (OCTRU), Centre Statistics in Medicine, University of Oxford, Oxford, Oxfordshire, UK
| | - Susan Dutton
- Oxford Clinicial Trials Research Unit (OCTRU), Centre Statistics in Medicine, University of Oxford, Oxford, Oxfordshire, UK
| | - Francine Toye
- Nuffield Orthopaedic Centre Physiotherapy Research Unit, Oxford University Hospitals NHS Foundation Trust Nuffield Orthopaedic Centre, Oxford, UK
| | - Jose Leal
- Nuffield Department of Population Health, University of Oxford, Oxford, Oxfordshire, UK
| | - Nicola Kenealy
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, Oxfordshire, UK
| | - Michael Maia Schlüssel
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, Oxfordshire, UK
| | - Gary Collins
- Centre for Statistics in Medicine, University of Oxford, Oxford, UK
| | - David Beard
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, Oxfordshire, UK
| | - Andrew James Price
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, Oxfordshire, UK
| | | | - Avril Drummond
- Div of Rehabilitation and Ageing, University of Nottingham, Nottingham, UK
| | - Sarah Lamb
- College of Medicine and Health, University of Exeter, Exeter, Devon, UK
- NDORMS, University of Oxford, Oxford, UK
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Gal R, Monninkhof EM, van Gils CH, Groenwold RHH, Elias SG, van den Bongard DHJG, Peeters PHM, Verkooijen HM, May AM. Effects of exercise in breast cancer patients: implications of the trials within cohorts (TwiCs) design in the UMBRELLA Fit trial. Breast Cancer Res Treat 2021; 190:89-101. [PMID: 34427806 PMCID: PMC8557193 DOI: 10.1007/s10549-021-06363-9] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2021] [Accepted: 08/08/2021] [Indexed: 11/12/2022]
Abstract
Purpose The Trials within Cohorts (TwiCs) design aims to overcome problems faced in conventional RCTs. We evaluated the TwiCs design when estimating the effect of exercise on quality of life (QoL) and fatigue in inactive breast cancer survivors. Methods UMBRELLA Fit was conducted within the prospective UMBRELLA breast cancer cohort. Patients provided consent for future randomization at cohort entry. We randomized inactive patients 12–18 months after cohort enrollment. The intervention group (n = 130) was offered a 12-week supervised exercise intervention. The control group (n = 130) was not informed and received usual care. Six-month exercise effects on QoL and fatigue as measured in the cohort were analyzed with intention-to-treat (ITT), instrumental variable (IV), and propensity scores (PS) analyses. Results Fifty-two percent (n = 68) of inactive patients accepted the intervention. Physical activity increased in patients in the intervention group, but not in the control group. We found no benefit of exercise for dimensions of QoL (ITT difference global QoL: 0.8, 95% CI = − 2.2; 3.8) and fatigue, except for a small beneficial effect on physical fatigue (ITT difference: − 1.1, 95% CI = − 1.8; − 0.3; IV: − 1.9, 95% CI = − 3.3; − 0.5, PS: − 1.2, 95% CI = − 2.3; − 0.2). Conclusion TwiCs gave insight into exercise intervention acceptance: about half of inactive breast cancer survivors accepted the offer and increased physical activity levels. The offer resulted in no improvement on QoL, and a small beneficial effect on physical fatigue. Trial registration Netherlands Trial Register (NTR5482/NL.52062.041.15), date of registration: December 07, 2015.
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Affiliation(s)
- Roxanne Gal
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, STR 6.131, PO Box 85500, 3508 GA, Utrecht, the Netherlands
| | - Evelyn M Monninkhof
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, STR 6.131, PO Box 85500, 3508 GA, Utrecht, the Netherlands
| | - Carla H van Gils
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, STR 6.131, PO Box 85500, 3508 GA, Utrecht, the Netherlands
| | - Rolf H H Groenwold
- Department of Clinical Epidemiology, Leiden University Medical Center, Leiden, The Netherlands
| | - Sjoerd G Elias
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, STR 6.131, PO Box 85500, 3508 GA, Utrecht, the Netherlands
| | | | - Petra H M Peeters
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, STR 6.131, PO Box 85500, 3508 GA, Utrecht, the Netherlands
| | - Helena M Verkooijen
- Division of Imaging and Oncology, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Anne M May
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, STR 6.131, PO Box 85500, 3508 GA, Utrecht, the Netherlands.
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Simon GE, Shortreed SM, DeBar LL. Zelen design clinical trials: why, when, and how. Trials 2021; 22:541. [PMID: 34404466 PMCID: PMC8371763 DOI: 10.1186/s13063-021-05517-w] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2020] [Accepted: 08/06/2021] [Indexed: 11/29/2022] Open
Abstract
BACKGROUND In 1979, Marvin Zelen proposed a new design for randomized clinical trials intended to facilitate clinicians' and patients' participation. The defining innovation of Zelen's proposal was random assignment of treatment prior to patient or participant consent. Following randomization, a participant would receive information and asked to consent to the assigned treatment. METHODS This narrative review examined recent examples of Zelen design trials evaluating clinical and public health interventions. RESULTS Zelen designs have often been applied to questions regarding real-world treatment or intervention effects under conditions of incomplete adherence. Examples include evaluating outreach or engagement interventions (especially for stigmatized conditions), evaluating treatments for which benefit may vary according to participant motivation, and situations when assignment to a control or usual care condition might prompt a disappointment effect. Specific practical considerations determine whether a Zelen design is scientifically appropriate or practicable. Zelen design trials usually depend on identifying participants automatically from existing records rather than by advertising, referral, or active recruitment. Assessments of baseline or prognostic characteristics usually depend on available records data rather than research-specific assessments. Because investigators must consider how exposure to treatments or interventions might bias ascertainment of outcomes, assessment of outcomes from routinely created records is often necessary. A Zelen design requires a waiver of the usual requirement for informed consent prior to random assignment of treatment. The Revised Common Rule includes specific criteria for such a waiver, and those criteria are most often met for evaluation of a low-risk and potentially beneficial intervention added to usual care. Investigators and Institutional Review Boards must also consider whether the scientific or public health benefit of a Zelen design trial outweighs the autonomy interests of potential participants. Analysis of Zelen trials compares outcomes according to original assignment, regardless of any refusal to accept or participate in the assigned treatment. CONCLUSIONS A Zelen design trial assesses the real-world consequences of a specific strategy to prompt or promote uptake of a specific treatment. While such trials are poorly suited to address explanatory or efficacy questions, they are often preferred for addressing pragmatic or policy questions.
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Affiliation(s)
- Gregory E. Simon
- Kaiser Permanente Washington Health Research Institute, Seattle, USA
| | | | - Lynn L. DeBar
- Kaiser Permanente Washington Health Research Institute, Seattle, USA
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Per protocol analyses produced larger treatment effect sizes than intention to treat: a meta-epidemiological study. J Clin Epidemiol 2021; 138:12-21. [PMID: 34161805 DOI: 10.1016/j.jclinepi.2021.06.010] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2021] [Revised: 05/30/2021] [Accepted: 06/15/2021] [Indexed: 11/24/2022]
Abstract
OBJECTIVE To undertake meta-analysis and compare treatment effects estimated by the intention-to-treat (ITT) method and per-protocol (PP) method in randomized controlled trials (RCTs). PP excludes trial participants who are non-adherent to trial protocol in terms of eligibility, interventions, or outcome assessment. STUDY DESIGN AND SETTING Five high impact journals were searched for all RCTs published between July 2017 to June 2019. Primary outcome was a pooled estimate that quantified the difference between the treatment effects estimated by the two methods. Results are presented as ratio of odds ratios (ROR). Meta-regression was used to explore the association between level of trial protocol non-adherence and treatment effect. Sensitivity analyses compared results with varying within-study correlations and across various study characteristics. RESULTS Random-effects meta-analysis (N = 156) showed that PP estimates were on average 2% greater compared to the ITT estimates (ROR: 1.02, 95% CI: 1.00-1.04, P = 0.03). The divergence further increased with higher degree of protocol non-adherence. Sensitivity analyses reassured consistent results with various within-study correlations and across various study characteristics. CONCLUSION There was evidence of larger treatment effect with PP compared to ITT analysis. PP analysis should not be used to assess the impact of protocol non-adherence in RCTs. Instead, in addition to ITT, investigators should consider randomization based casual method such as Complier Average Causal Effect (CACE).
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Costa ML, Achten J, Wagland S, Marian IR, Maredza M, Schlüssel MM, Liew AS, Parsons NR, Dutton SJ, Kearney RS, Lamb SE, Ollivere B, Petrou S. Plaster cast versus functional bracing for Achilles tendon rupture: the UKSTAR RCT. Health Technol Assess 2021; 24:1-86. [PMID: 32068531 DOI: 10.3310/hta24080] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022] Open
Abstract
BACKGROUND Achilles tendon rupture affects > 11,000 people each year in the UK, leading to prolonged periods away from work, sports and social activities. Traditionally, the ruptured tendon is held still in a plaster cast for ≥ 8 weeks. Functional bracing is an alternative treatment that allows patients to mobilise earlier, but there is little evidence about how bracing affects patients' recovery. OBJECTIVES To measure the Achilles Tendon Rupture Score, quality of life, complications and resource use of patients receiving non-operative treatment for an Achilles tendon rupture treated with plaster cast compared with those treated with functional bracing. DESIGN This was a multicentre, randomised, pragmatic, two-group superiority trial. SETTING The setting was 39 NHS hospitals. PARTICIPANTS A total of 540 adult patients treated non-operatively for Achilles tendon rupture were randomised from July 2016 to May 2018. Exclusion criteria included presenting after 14 days, having had previous rupture and being unable to complete questionnaires. INTERVENTIONS A total of 266 participants had a plaster cast applied, with their toes initially pointing to the floor. The cast was changed over 8 weeks to bring the foot into a walking position. A total of 274 patients had a functional brace that facilitated immediate weight-bearing. The foot position was adjusted within the brace over the same 8-week period. MAIN OUTCOME MEASURES Achilles Tendon Rupture Score is patient reported and assesses symptoms and physical activity related to the Achilles tendon (score 0-100, with 100 being the best possible outcome). The secondary outcomes were quality of life, complications and resource use at 8 weeks and at 3, 6 and 9 months. RESULTS Participants had a mean age of 48.7 years, were predominantly male (79%) and had ruptured their tendon during sports (70%). Over 93% of participants completed follow-up. There was no statistically significant difference in Achilles Tendon Rupture Score at 9 months post injury (-1.38, 95% confidence interval -4.9 to 2.1). There was a statistically significant difference in Achilles Tendon Rupture Score at 8 weeks post injury in favour of the functional brace group (5.53, 95% confidence interval 2.0 to 9.1), but not at 3 or 6 months post injury. Quality of life showed the same pattern, with a statistically significant difference at 8 weeks post injury but not at later time points. Complication profiles were similar in both groups. Re-rupture of the tendon occurred 17 times in the plaster cast group and 13 times in the functional brace group. There was no difference in resource use. CONCLUSIONS This trial provides strong evidence that early weight-bearing in a functional brace provides similar outcomes to traditional plaster casting and is safe for patients receiving non-operative treatment of Achilles tendon rupture. The probability that functional bracing is cost-effective exceeds 95% for the base-case imputed analysis, assuming a cost-effectiveness threshold of £20,000 per quality-adjusted life-year. On average, functional brace is associated with lower costs (-£103, 95% confidence interval -£290 to £84) and more quality-adjusted life-years (0.015, 95% confidence interval -0.0013 to 0.030) than plaster cast. LIMITATIONS Some patients declined to participate in the trial, but only a small proportion of these declined because they had a preference for one treatment or another. Overall, 58% of eligible patients agreed to participate, so the participants are broadly representative of the population under investigation. FUTURE WORK Although the UK Study of Tendo Achilles Rehabilitation provides guidance with regard to early management, rehabilitation following Achilles tendon rupture is prolonged and further research is required to define the optimal mode of rehabilitation after the initial cast/brace has been removed. TRIAL REGISTRATION Current Controlled Trials ISRCTN62639639. FUNDING This project was funded by the National Institute for Health Research (NIHR) Health Technology Assessment programme and will be published in full in Health Technology Assessment; Vol. 24, No. 8. See the NIHR Journals Library website for further project information.
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Affiliation(s)
- Matthew L Costa
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, UK
| | - Juul Achten
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, UK
| | - Susan Wagland
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, UK
| | - Ioana R Marian
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, UK
| | - Mandy Maredza
- Warwick Clinical Trials Unit, Warwick Medical School, University of Warwick, Coventry, UK
| | - Michael Maia Schlüssel
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, UK
| | - Anna S Liew
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, UK
| | - Nick R Parsons
- Statistics and Epidemiology Unit, Warwick Medical School, University of Warwick, Coventry, UK
| | - Susan J Dutton
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, UK
| | - Rebecca S Kearney
- Warwick Clinical Trials Unit, Warwick Medical School, University of Warwick, Coventry, UK
| | - Sarah E Lamb
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, UK.,College of Medicine and Health, University of Exeter, Exeter, UK
| | - Benjamin Ollivere
- Division of Rheumatology, Orthopaedics and Dermatology, School of Medicine, Queen's Medical Centre Nottingham, University of Nottingham, Nottingham, UK
| | - Stavros Petrou
- Warwick Clinical Trials Unit, Warwick Medical School, University of Warwick, Coventry, UK.,Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
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Roberts H, Jacobs RH, Bessette KL, Crowell SE, Westlund-Schreiner M, Thomas L, Easter RE, Pocius SL, Dillahunt A, Frandsen S, Schubert B, Farstead B, Kerig P, Welsh RC, Jago D, Langenecker SA, Watkins ER. Mechanisms of rumination change in adolescent depression (RuMeChange): study protocol for a randomised controlled trial of rumination-focused cognitive behavioural therapy to reduce ruminative habit and risk of depressive relapse in high-ruminating adolescents. BMC Psychiatry 2021; 21:206. [PMID: 33892684 PMCID: PMC8062943 DOI: 10.1186/s12888-021-03193-3] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/20/2021] [Accepted: 04/01/2021] [Indexed: 01/07/2023] Open
Abstract
BACKGROUND Adolescent-onset depression often results in a chronic and recurrent course, and is associated with worse outcomes relative to adult-onset depression. Targeting habitual depressive rumination, a specific known risk factor for relapse, may improve clinical outcomes for adolescents who have experienced a depressive episode. Randomized controlled trials (RCTs) thus far have demonstrated that rumination-focused cognitive behavioral therapy (RFCBT) reduces depressive symptoms and relapse rates in patients with residual depression and adolescents and young adults with elevated rumination. This was also observed in a pilot RCT of adolescents at risk for depressive relapse. Rumination can be measured at the self-report, behavioral, and neural levels- using patterns of connectivity between the Default Mode Network (DMN) and Cognitive Control Network (CCN). Disrupted connectivity is a putative important mechanism for understanding reduced rumination via RFCBT. A feasibility trial in adolescents found that reductions in connectivity between DMN and CCN regions following RFCBT were correlated with change in rumination and depressive symptoms. METHOD This is a phase III two-arm, two-stage, RCT of depression prevention. The trial tests whether RFCBT reduces identified risk factors for depressive relapse (rumination, patterns of neural connectivity, and depressive symptoms) in adolescents with partially or fully remitted depression and elevated rumination. In the first stage, RFCBT is compared to treatment as usual within the community. In the second stage, the comparator condition is relaxation therapy. Primary outcomes will be (a) reductions in depressive rumination, assessed using the Rumination Response Scale, and (b) reductions in resting state functional magnetic resonance imaging connectivity of DMN (posterior cingulate cortex) to CCN (inferior frontal gyrus), at 16 weeks post-randomization. Secondary outcomes include change in symptoms of depression following treatment, recurrence of depression over 12 months post-intervention period, and whether engagement with therapy homework (as a dose measure) is related to changes in the primary outcomes. DISCUSSION RFCBT will be evaluated as a putative preventive therapy to reduce the risk of depressive relapse in adolescents, and influence the identified self-report, behavioral, and neural mechanisms of change. Understanding mechanisms that underlie change in rumination is necessary to improve and further disseminate preventive interventions. TRIAL REGISTRATION ClinicalTrials.gov Identifier: NCT03859297 , registered 01 March 2019.
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Affiliation(s)
- Henrietta Roberts
- Mood Disorders Centre, School of Psychology, Sir Henry Wellcome Building for Mood Disorders Research, University of Exeter, Exeter, EX4 4LN, UK
| | | | - Katie L Bessette
- Department of Psychiatry, University of Utah, Salt Lake City, UT, 84108, USA
| | - Sheila E Crowell
- Department of Psychology, University of Utah, Salt Lake City, UT, 84108, USA
| | | | - Leah Thomas
- Department of Psychiatry, University of Utah, Salt Lake City, UT, 84108, USA
| | - Rebecca E Easter
- Department of Psychiatry, University of Utah, Salt Lake City, UT, 84108, USA
| | - Stephanie L Pocius
- Department of Psychiatry, University of Utah, Salt Lake City, UT, 84108, USA
| | - Alina Dillahunt
- Department of Psychiatry, University of Utah, Salt Lake City, UT, 84108, USA
| | - Summer Frandsen
- Department of Psychiatry, University of Utah, Salt Lake City, UT, 84108, USA
| | - Briana Schubert
- Department of Psychiatry, University of Utah, Salt Lake City, UT, 84108, USA
| | - Brian Farstead
- Department of Psychiatry, University of Utah, Salt Lake City, UT, 84108, USA
| | - Patricia Kerig
- Department of Psychology, University of Utah, Salt Lake City, UT, 84108, USA
| | - Robert C Welsh
- Department of Psychiatry, University of Utah, Salt Lake City, UT, 84108, USA
| | - David Jago
- Mood Disorders Centre, School of Psychology, Sir Henry Wellcome Building for Mood Disorders Research, University of Exeter, Exeter, EX4 4LN, UK
| | - Scott A Langenecker
- Department of Psychiatry, University of Utah, Salt Lake City, UT, 84108, USA
| | - Edward R Watkins
- Mood Disorders Centre, School of Psychology, Sir Henry Wellcome Building for Mood Disorders Research, University of Exeter, Exeter, EX4 4LN, UK.
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Fletcher S, Chondros P, Densley K, Murray E, Dowrick C, Coe A, Hegarty K, Davidson S, Wachtler C, Mihalopoulos C, Lee YY, Chatterton ML, Palmer VJ, Gunn J. Matching depression management to severity prognosis in primary care: results of the Target-D randomised controlled trial. Br J Gen Pract 2021; 71:e85-e94. [PMID: 33431380 PMCID: PMC7846356 DOI: 10.3399/bjgp.2020.0783] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2020] [Accepted: 12/11/2020] [Indexed: 10/31/2022] Open
Abstract
BACKGROUND Mental health treatment rates are increasing, but the burden of disease has not reduced. Tools to support efficient resource distribution are required. AIM To investigate whether a person-centred e-health (Target-D) platform matching depression care to symptom severity prognosis can improve depressive symptoms relative to usual care. DESIGN AND SETTING Stratified individually randomised controlled trial in 14 general practices in Melbourne, Australia, from April 2016 to February 2019. In total, 1868 participants aged 18-65 years who had current depressive symptoms; internet access; no recent change to antidepressant; no current antipsychotic medication; and no current psychological therapy were randomised (1:1) via computer-generated allocation to intervention or usual care. METHOD The intervention was an e-health platform accessed in the GP waiting room, comprising symptom feedback, priority-setting, and prognosis-matched management options (online self-help, online guided psychological therapy, or nurse-led collaborative care). Management options were flexible, neither participants nor staff were blinded, and there were no substantive protocol deviations. The primary outcome was depressive symptom severity (9-item Patient Health Questionnaire [PHQ-9]) at 3 months. RESULTS In intention to treat analysis, estimated between- arm difference in mean PHQ-9 scores at 3 months was -0.88 (95% confidence interval [CI] = -1.45 to -0.31) favouring the intervention, and -0.59 at 12 months (95% CI = -1.18 to 0.01); standardised effect sizes of -0.16 (95% CI = -0.26 to -0.05) and -0.10 (95% CI = -0.21 to 0.002), respectively. No serious adverse events were reported. CONCLUSION Matching management to prognosis using a person-centred e-health platform improves depressive symptoms at 3 months compared to usual care and could feasibly be implemented at scale. Scope exists to enhance the uptake of management options.
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Affiliation(s)
- Susan Fletcher
- Department of General Practice, Melbourne Medical School, University of Melbourne, Melbourne, Australia
| | - Patty Chondros
- Department of General Practice, Melbourne Medical School, University of Melbourne, Melbourne, Australia
| | - Konstancja Densley
- Department of General Practice, Melbourne Medical School, University of Melbourne, Melbourne, Australia
| | - Elizabeth Murray
- Department of General Practice, Melbourne Medical School, University of Melbourne, Melbourne, Australia; professor of eHealth and primary care, Research Department of Primary Care and Population Health, University College London, London, UK
| | - Christopher Dowrick
- Department of General Practice, Melbourne Medical School, University of Melbourne, Melbourne, Australia; professor of primary medical care, Department of Health Services Research, University of Liverpool, Liverpool, UK
| | - Amy Coe
- Department of General Practice, Melbourne Medical School, University of Melbourne, Melbourne, Australia
| | - Kelsey Hegarty
- Department of General Practice, Melbourne Medical School, University of Melbourne; director, Centre for Family Violence Prevention, The Royal Women's Hospital, Melbourne, Australia
| | - Sandra Davidson
- Department of General Practice, Melbourne Medical School, University of Melbourne, Melbourne, Australia
| | - Caroline Wachtler
- Department of General Practice, Melbourne Medical School, University of Melbourne, Melbourne, Australia; family medicine resident, Department of General Practice and Primary Care, Karolinska Institutet, Solna, Sweden
| | - Cathrine Mihalopoulos
- Deakin Health Economics, Institute for Health Transformation, Deakin University, Geelong, Australia
| | - Yong Yi Lee
- Deakin Health Economics, Institute for Health Transformation, Deakin University, Geelong; honorary fellow, School of Public Health, University of Queensland, Brisbane; health economist, Policy and Epidemiology Group, Queensland Centre for Mental Health Research, Brisbane, Australia
| | - Mary Lou Chatterton
- Deakin Health Economics, Institute for Health Transformation, Deakin University, Geelong, Australia
| | - Victoria J Palmer
- Department of General Practice, Melbourne Medical School, University of Melbourne, Melbourne, Australia
| | - Jane Gunn
- Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne; chair of primary care research, Department of General Practice, Melbourne Medical School, University of Melbourne, Melbourne, Australia
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Spiegelman D, Lovato LC, Khudyakov P, Wilkens TL, Adebamowo CA, Adebamowo SN, Appel LJ, Beulens JWJ, Coughlin JW, Dragsted LO, Edenberg HJ, Eriksen JN, Estruch R, Grobbee DE, Gulayin PE, Irazola V, Krystal JH, Lazo M, Murray MM, Rimm EB, Schrieks IC, Williamson JD, Mukamal KJ. The Moderate Alcohol and Cardiovascular Health Trial (MACH15): Design and methods for a randomized trial of moderate alcohol consumption and cardiometabolic risk. Eur J Prev Cardiol 2020; 27:1967-1982. [PMID: 32250171 PMCID: PMC7541556 DOI: 10.1177/2047487320912376] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
BACKGROUND Observational studies have documented lower risks of coronary heart disease and diabetes among moderate alcohol consumers relative to abstainers, but only a randomized clinical trial can provide conclusive evidence for or against these associations. AIM The purpose of this study was to describe the rationale and design of the Moderate Alcohol and Cardiovascular Health Trial, aimed to assess the cardiometabolic effects of one alcoholic drink daily over an average of six years among adults 50 years or older. METHODS This multicenter, parallel-arm randomized trial was designed to compare the effects of one standard serving (∼11-15 g) daily of a preferred alcoholic beverage to abstention. The trial aimed to enroll 7800 people at high risk of cardiovascular disease. The primary composite endpoint comprised time to the first occurrence of non-fatal myocardial infarction, non-fatal ischemic stroke, hospitalized angina, coronary/carotid revascularization, or total mortality. The trial was designed to provide >80% power to detect a 15% reduction in the risk of the primary outcome. Secondary outcomes included diabetes. Adverse effects of special interest included injuries, congestive heart failure, alcohol use disorders, and cancer. RESULTS We describe the design, governance, masking issues, and data handling. In three months of field center activity until termination by the funder, the trial randomized 32 participants, successfully screened another 70, and identified ∼400 additional interested individuals. CONCLUSIONS We describe a feasible design for a long-term randomized trial of moderate alcohol consumption. Such a study will provide the highest level of evidence for the effects of moderate alcohol consumption on cardiovascular disease and diabetes, and will directly inform clinical and public health guidelines.
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Affiliation(s)
| | | | | | | | - Clement A Adebamowo
- Department of Epidemiology and Public Health, Greenebaum Comprehensive Cancer Center, University of Maryland, School of Medicine, USA
| | - Sally N Adebamowo
- Department of Epidemiology and Public Health, Greenebaum Comprehensive Cancer Center, University of Maryland, School of Medicine, USA
| | - Lawrence J Appel
- Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins ProHealth Clinical Research Center, USA
| | - Joline WJ Beulens
- Amsterdam UMC – location VUmc, Amsterdam Cardiovascular Sciences Research Institute, Netherlands
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Netherlands
| | - Janelle W Coughlin
- Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins ProHealth Clinical Research Center, USA
| | | | | | | | - Ramon Estruch
- CIBER de Fisiopatología de la Obesidad y la Nutricion (CIBEROBN), Instituto de Salud Carlos III, Spain
- Department of Internal Medicine, Hospital Clínic, IDIBAPS August Pi i Sunyer Biomedical Research Institute, University of Barcelona, Spain
| | | | - Pablo E Gulayin
- Institute for Clinical Effectiveness and Health Policy, Argentina
| | - Vilma Irazola
- Institute for Clinical Effectiveness and Health Policy, Argentina
| | | | - Mariana Lazo
- Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins ProHealth Clinical Research Center, USA
| | - Margaret M Murray
- National Institute on Alcohol Abuse and Alcoholism, U.S. National Institutes of Health, USA
| | - Eric B Rimm
- Harvard TH Chan School of Public Health, USA
- Channing Laboratory, Brigham and Women’s Hospital, Harvard Medical School, USA
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Barker KL, Room J, Knight R, Dutton SJ, Toye F, Leal J, Kent S, Kenealy N, Schussel MM, Collins G, Beard DJ, Price A, Underwood M, Drummond A, Cook E, Lamb SE. Outpatient physiotherapy versus home-based rehabilitation for patients at risk of poor outcomes after knee arthroplasty: CORKA RCT. Health Technol Assess 2020; 24:1-116. [PMID: 33250068 DOI: 10.3310/hta24650] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND Over 100,000 primary knee arthroplasty operations are undertaken annually in the UK. Around 15-30% of patients do not report a good outcome. Better rehabilitation strategies may improve patient-reported outcomes. OBJECTIVES To compare the outcomes from a traditional outpatient physiotherapy model with those from a home-based rehabilitation programme for people assessed as being at risk of a poor outcome after knee arthroplasty. DESIGN An individually randomised, two-arm controlled trial with a blinded outcome assessment, a parallel health economic evaluation and a nested qualitative study. SETTING The trial took place in 14 NHS physiotherapy departments. PARTICIPANTS People identified as being at high risk of a poor outcome after knee arthroplasty. INTERVENTIONS A multicomponent home-based rehabilitation package delivered by rehabilitation assistants with supervision from qualified therapists compared with usual-care outpatient physiotherapy. MAIN OUTCOME MEASURES The primary outcome was the Late Life Function and Disability Instrument at 12 months. Secondary outcomes were the Oxford Knee Score (a disease-specific measure of function); Knee injury and Osteoarthritis Outcome Score; Quality of Life subscale; Physical Activity Scale for the Elderly; EuroQol-5 Dimensions, five-level version; and physical function assessed using the Figure-of-8 Walk Test, 30-Second Chair Stand Test and Single Leg Stance. Data on the use of health-care services, time off work and informal care were collected using participant diaries. RESULTS In total, 621 participants were randomised. A total of 309 participants were assigned to the COmmunity based Rehabilitation after Knee Arthroplasty (CORKA) home-based rehabilitation programme, receiving a median of five treatment sessions (interquartile range 4-7 sessions). A total of 312 participants were assigned to usual care, receiving a median of four sessions (interquartile range 2-6 sessions). The primary outcome, Late Life Function and Disability Instrument function total score at 12 months, was collected for 279 participants (89%) in the home-based CORKA group and 287 participants (92%) in the usual-care group. No clinically or statistically significant difference was found between the groups (intention-to-treat adjusted difference 0.49 points, 95% confidence interval -0.89 to 1.88 points; p = 0.48). There were no statistically significant differences between the groups in any of the patient-reported or physical secondary outcome measures at 6 or 12 months post randomisation. The health economic analysis found that the CORKA intervention was cheaper to provide than usual care (£66 less per participant). Total societal costs (combining health-care costs and other costs) were lower for the CORKA intervention than usual care (£316 less per participant). Adopting a societal perspective, CORKA had a 75% probability of being cost-effective at a threshold of £30,000 per quality-adjusted life-year. Adopting the narrower health and social care perspective, CORKA had a 43% probability of being cost-effective at the same threshold. LIMITATIONS The interventions were of short duration and were set within current commissioning guidance for UK physiotherapy. Participants and treating therapists could not be blinded. CONCLUSIONS This randomised controlled trial found no important differences in outcomes when post-arthroplasty rehabilitation was delivered using a home-based, rehabilitation assistant-delivered rehabilitation package or a traditional outpatient model. However, the health economic evaluation found that when adopting a societal perspective, the CORKA home-based intervention was cost-saving and more effective than, and thus dominant over, usual care, owing to reduced time away from paid employment for this group. Further research could look at identifying the risk of poor outcome and further evaluation of a cost-effective treatment, including the workforce model to deliver it. TRIAL REGISTRATION Current Controlled Trials ISRCTN13517704. FUNDING This project was funded by the National Institute for Health Research (NIHR) Health Technology Assessment programme and will be published in full in Health Technology Assessment; Vol. 24, No. 65. See the NIHR Journals Library website for further project information.
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Affiliation(s)
- Karen L Barker
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, UK.,Physiotherapy Research Unit, Nuffield Orthopaedic Centre, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
| | - Jon Room
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, UK.,Physiotherapy Research Unit, Nuffield Orthopaedic Centre, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
| | - Ruth Knight
- Centre for Statistics in Medicine, Oxford Clinical Trials Research Unit, University of Oxford, Oxford, UK
| | - Susan J Dutton
- Centre for Statistics in Medicine, Oxford Clinical Trials Research Unit, University of Oxford, Oxford, UK
| | - Fran Toye
- Physiotherapy Research Unit, Nuffield Orthopaedic Centre, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
| | - Jose Leal
- Health Economics Research Centre, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Seamus Kent
- Health Economics Research Centre, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Nicola Kenealy
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, UK
| | - Michael M Schussel
- Centre for Statistics in Medicine, Oxford Clinical Trials Research Unit, University of Oxford, Oxford, UK
| | - Gary Collins
- Centre for Statistics in Medicine, Oxford Clinical Trials Research Unit, University of Oxford, Oxford, UK
| | - David J Beard
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, UK
| | - Andrew Price
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, UK
| | - Martin Underwood
- Warwick Clinical Trials Unit, Warwick Medical School, University of Warwick, Coventry, UK
| | - Avril Drummond
- School of Health Sciences, University of Nottingham, Nottingham, UK
| | | | - Sarah E Lamb
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, UK.,School of Medicine and Health, University of Exeter, Exeter, UK
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Branson Z, Keele L. Evaluating a Key Instrumental Variable Assumption Using Randomization Tests. Am J Epidemiol 2020; 189:1412-1420. [PMID: 32432319 DOI: 10.1093/aje/kwaa089] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2019] [Revised: 05/12/2020] [Accepted: 05/13/2020] [Indexed: 11/14/2022] Open
Abstract
Instrumental variable (IV) analyses are becoming common in health services research and epidemiology. Most IV analyses use naturally occurring instruments, such as distance to a hospital. In these analyses, investigators must assume that the instrument is as-if randomly assigned. This assumption cannot be tested directly, but it can be falsified. Most IV falsification tests compare relative prevalence or bias in observed covariates between the instrument and exposure. These tests require investigators to make covariate-by-covariate judgments about the validity of the IV design. Often, only some covariates are well-balanced, making it unclear whether as-if randomization can be assumed for the instrument. We propose an alternative falsification test that compares IV balance or bias with the balance or bias that would have been produced under randomization. A key advantage of our test is that it allows for global balance measures as well as easily interpretable graphical comparisons. Furthermore, our test does not rely on parametric assumptions and can be used to validly assess whether the instrument is significantly closer to being as-if randomized than the exposure. We demonstrate our approach using data from (SPOT)light, a prospective cohort study carried out in 48 National Health Service hospitals in the United Kingdom between November 1, 2010, and December 31, 2011. This study used bed availability in the intensive care unit as an instrument for admission to the intensive care unit.
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Newbold A, Warren FC, Taylor RS, Hulme C, Burnett S, Aas B, Botella C, Burkhardt F, Ehring T, Fontaine JRJ, Frost M, Garcia-Palacios A, Greimel E, Hoessle C, Hovasapian A, Huyghe V, Lochner J, Molinari G, Pekrun R, Platt B, Rosenkranz T, Scherer KR, Schlegel K, Schulte-Korne G, Suso C, Voigt V, Watkins ER. Promotion of mental health in young adults via mobile phone app: study protocol of the ECoWeB (emotional competence for well-being in Young adults) cohort multiple randomised trials. BMC Psychiatry 2020; 20:458. [PMID: 32962684 PMCID: PMC7510072 DOI: 10.1186/s12888-020-02857-w] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/24/2020] [Accepted: 09/03/2020] [Indexed: 11/22/2022] Open
Abstract
BACKGROUND Promoting well-being and preventing poor mental health in young people is a major global priority. Building emotional competence (EC) skills via a mobile app may be an effective, scalable and acceptable way to do this. However, few large-scale controlled trials have examined the efficacy of mobile apps in promoting mental health in young people; none have tailored the app to individual profiles. METHOD/DESIGN The Emotional Competence for Well-Being in Young Adults cohort multiple randomised controlled trial (cmRCT) involves a longitudinal prospective cohort to examine well-being, mental health and EC in 16-22 year olds across 12 months. Within the cohort, eligible participants are entered to either the PREVENT trial (if selected EC scores at baseline within worst-performing quartile) or to the PROMOTE trial (if selected EC scores not within worst-performing quartile). In both trials, participants are randomised (i) to continue with usual practice, repeated assessments and a self-monitoring app; (ii) to additionally receive generic cognitive-behavioural therapy self-help in app; (iii) to additionally receive personalised EC self-help in app. In total, 2142 participants aged 16 to 22 years, with no current or past history of major depression, bipolar disorder or psychosis will be recruited across UK, Germany, Spain, and Belgium. Assessments take place at baseline (pre-randomisation), 1, 3 and 12 months post-randomisation. Primary endpoint and outcome for PREVENT is level of depression symptoms on the Patient Health Questionnaire-9 at 3 months; primary endpoint and outcome for PROMOTE is emotional well-being assessed on the Warwick-Edinburgh Mental Wellbeing Scale at 3 months. Depressive symptoms, anxiety, well-being, health-related quality of life, functioning and cost-effectiveness are secondary outcomes. Compliance, adverse events and potentially mediating variables will be carefully monitored. CONCLUSIONS The trial aims to provide a better understanding of the causal role of learning EC skills using interventions delivered via mobile phone apps with respect to promoting well-being and preventing poor mental health in young people. This knowledge will be used to develop and disseminate innovative evidence-based, feasible, and effective Mobile-health public health strategies for preventing poor mental health and promoting well-being. TRIAL REGISTRATION ClinicalTrials.gov ( www.clinicaltrials.org ). Number of identification: NCT04148508 November 2019.
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Affiliation(s)
- A Newbold
- Mood Disorders Centre, School of Psychology, Sir Henry Wellcome Building for Mood Disorders Research, University of Exeter, Exeter, EX4 4LN, UK
| | - F C Warren
- College of Medicine and Health, University of Exeter, Exeter, UK
| | - R S Taylor
- College of Medicine and Health, University of Exeter, Exeter, UK
- MRC/CSO Social and Public Health Sciences Unit & Robertson Centre for Biostatistics, Institute of Health and Well Being, University of Glasgow, Glasgow, UK
| | - C Hulme
- College of Medicine and Health, University of Exeter, Exeter, UK
| | - S Burnett
- Mood Disorders Centre, School of Psychology, Sir Henry Wellcome Building for Mood Disorders Research, University of Exeter, Exeter, EX4 4LN, UK
| | - B Aas
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, University Hospital, LMU, Munich, Germany
| | - C Botella
- Universitat Jaume I, Castelló de la Plana, Spain
- CIBER Fisiopatología Obesidad y Nutrición (CIBERObn), Instituto Salud Carlos III, Madrid, Spain
| | | | - T Ehring
- Department of Psychology, LMU Munich, Munich, Germany
| | - J R J Fontaine
- Department of Work, Organization and Society, Ghent University, Ghent, Belgium
| | - M Frost
- Monsenso ApS, Copenhagen, Denmark
| | - A Garcia-Palacios
- Universitat Jaume I, Castelló de la Plana, Spain
- CIBER Fisiopatología Obesidad y Nutrición (CIBERObn), Instituto Salud Carlos III, Madrid, Spain
| | - E Greimel
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, University Hospital, LMU, Munich, Germany
| | - C Hoessle
- Department of Psychology, LMU Munich, Munich, Germany
| | - A Hovasapian
- Department of Work, Organization and Society, Ghent University, Ghent, Belgium
| | - Vei Huyghe
- Department of Work, Organization and Society, Ghent University, Ghent, Belgium
| | - J Lochner
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, University Hospital, LMU, Munich, Germany
- Department of Psychology, LMU Munich, Munich, Germany
| | - G Molinari
- CIBER Fisiopatología Obesidad y Nutrición (CIBERObn), Instituto Salud Carlos III, Madrid, Spain
| | - R Pekrun
- Department of Psychology, University of Essex, UK, and Institute for Positive Psychology and Education, Australian Catholic University, Sydney, Australia
| | - B Platt
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, University Hospital, LMU, Munich, Germany
| | - T Rosenkranz
- Department of Psychology, LMU Munich, Munich, Germany
| | | | | | - G Schulte-Korne
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, University Hospital, LMU, Munich, Germany
| | - C Suso
- Universitat Jaume I, Castelló de la Plana, Spain
| | - V Voigt
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, University Hospital, LMU, Munich, Germany
| | - E R Watkins
- Mood Disorders Centre, School of Psychology, Sir Henry Wellcome Building for Mood Disorders Research, University of Exeter, Exeter, EX4 4LN, UK.
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Lewis M, Chondros P, Mihalopoulos C, Lee YY, Gunn JM, Harvey C, Furler J, Osborn D, Castle D, Davidson S, Jayaram M, Kenny A, Nelson MR, Morgan VA, Harrap S, McKenzie K, Potiriadis M, Densley K, Palmer VJ. The assertive cardiac care trial: A randomised controlled trial of a coproduced assertive cardiac care intervention to reduce absolute cardiovascular disease risk in people with severe mental illness in the primary care setting. Contemp Clin Trials 2020; 97:106143. [PMID: 32931919 DOI: 10.1016/j.cct.2020.106143] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2020] [Revised: 09/01/2020] [Accepted: 09/07/2020] [Indexed: 11/15/2022]
Abstract
BACKGROUND Cardiovascular disease (CVD) accounts for 40% of the excess mortality identified in people with severe mental illness (SMI). Modifiable CVD risk factors are higher and can be exacerbated by the cardiometabolic impact of psychotropic medications. People with SMI frequently attend primary care presenting a valuable opportunity for early identification, prevention and management of cardiovascular health. The ACCT Healthy Hearts Study will test a coproduced, nurse-led intervention delivered with general practitioners to reduce absolute CVD risk (ACVDR) at 12 months compared with an active control group. METHODS/DESIGN ACCT is a two group (intervention/active control) individually randomised (1:1) controlled trial (RCT). Assessments will be completed baseline (pre-randomisation), 6 months, and 12 months. The primary outcome is 5-year ACVDR measured at 12 months. Secondary outcomes include 6-month ACVDR; and blood pressure, lipids, HbA1c, BMI, quality of life, physical activity, motivation to change health behaviour, medication adherence, alcohol use and hospitalisation at 6 and 12 months. Linear mixed-effects regression will estimate mean difference between groups for primary and secondary continuous outcomes. Economic cost-consequences analysis will be conducted using quality of life and health resource use information and routinely collected government health service use and medication data. A parallel process evaluation will investigate implementation of the intervention, uptake and outcomes. DISCUSSION ACCT will deliver a coproduced and person-centred, guideline level cardiovascular primary care intervention to a high need population with SMI. If successful, the intervention could lead to the reduction of the mortality gap and increase opportunities for meaningful social and economic participation. Trial registration ANZCTR Trial number: ACTRN12619001112156.
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Affiliation(s)
- Matthew Lewis
- The Department of General Practice, Melbourne Medical School, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Australia
| | - Patty Chondros
- The Department of General Practice, Melbourne Medical School, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Australia
| | - Cathrine Mihalopoulos
- Deakin University, Geelong, Deakin Health Economics Unit, Faculty of Health, Australia
| | - Yong Yi Lee
- Deakin University, Geelong, Deakin Health Economics Unit, Faculty of Health, Australia; School of Public Health, The University of Queensland, Australia; Policy and Epidemiology Group, Queensland Centre for Mental Health Research, Australia
| | - Jane M Gunn
- The Department of General Practice, Melbourne Medical School, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Australia
| | - Carol Harvey
- The Department of Psychiatry, Melbourne Medical School, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Australia; NorthWestern Mental Health, Melbourne, Australia
| | - John Furler
- The Department of General Practice, Melbourne Medical School, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Australia
| | - David Osborn
- Division of Psychiatry, Faculty of Brain Sciences, University College London, Australia; Camden and Islington NHS Foundation Trust, NW1OPE, United Kingdom
| | - David Castle
- The Department of Psychiatry, Melbourne Medical School, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Australia
| | - Sandra Davidson
- The Department of General Practice, Melbourne Medical School, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Australia
| | - Mahesh Jayaram
- The Department of Psychiatry, Melbourne Medical School, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Australia; NorthWestern Mental Health, Melbourne, Australia
| | - Amanda Kenny
- College of Science, Health and Engineering, La Trobe Rural Health School, Violet Vines Marshman Centre for Rural Health Research, La Trobe University, Australia
| | - Mark R Nelson
- Menzies Institute for Medical Research, University of Tasmania, Australia
| | - Vera A Morgan
- Neuropsychiatric Epidemiology Research Unit, School of Population and Global Health, University of Western Australia, Australia; Centre for Clinical Research in Neuropsychiatry, Division of Psychiatry, University of Western Australia, Australia
| | - Stephen Harrap
- Department of Physiology, University of Melbourne, Australia
| | - Kylie McKenzie
- The Department of General Practice, Melbourne Medical School, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Australia
| | - Maria Potiriadis
- The Department of General Practice, Melbourne Medical School, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Australia
| | - Konstancja Densley
- The Department of General Practice, Melbourne Medical School, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Australia
| | - Victoria J Palmer
- The Department of General Practice, Melbourne Medical School, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Australia.
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Coon ER, Destino LA, Greene TH, Vukin E, Stoddard G, Schroeder AR. Comparison of As-Needed and Scheduled Posthospitalization Follow-up for Children Hospitalized for Bronchiolitis: The Bronchiolitis Follow-up Intervention Trial (BeneFIT) Randomized Clinical Trial. JAMA Pediatr 2020; 174:e201937. [PMID: 32628250 PMCID: PMC7489830 DOI: 10.1001/jamapediatrics.2020.1937] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/15/2020] [Accepted: 03/29/2020] [Indexed: 11/14/2022]
Abstract
Importance Posthospitalization follow-up visits are prescribed frequently for children with bronchiolitis. The rationale for this practice is unclear, but prior work has indicated that families value these visits for the reassurance provided. The overall risks and benefits of scheduled visits have not been evaluated. Objective To assess whether an as-needed posthospitalization follow-up visit is noninferior to a scheduled posthospitalization follow-up visit with respect to reducing anxiety among parents of children hospitalized for bronchiolitis. Design, Setting, and Participants This open-label, noninferiority randomized clinical trial, performed between January 1, 2018, and April 31, 2019, assessed children younger than 24 months of age hospitalized for bronchiolitis at 2 children's hospitals (Primary Children's Hospital, Salt Lake City, Utah, and Lucile Packard Children's Hospital, Palo Alto, California) and 2 community hospitals (Intermountain Riverton Hospital, Riverton, Utah, and Packard El Camino Hospital, Mountain View, California). Data analysis was performed in an intention-to-treat manner. Interventions Randomization (1:1) to a scheduled (n = 151) vs an as-needed (n = 153) posthospitalization follow-up visit. Main Outcome and Measures The primary outcome was parental anxiety 7 days after hospital discharge, measured using the anxiety portion of the Hospital Anxiety and Depression Scale, which ranged from 0 to 28 points, with higher scores indicating greater anxiety. Fourteen prespecified secondary outcomes were assessed. Results Among 304 children randomized (median age, 8 months; interquartile range, 3-14 months; 179 [59%] male), the primary outcome was available for 269 patients (88%). A total of 106 children (81%) in the scheduled follow-up group attended a scheduled posthospitalization visit compared with 26 children (19%) in the as-needed group (absolute difference, 62%; 95% CI, 53%-71%). The mean (SD) 7-day parental anxiety score was 3.9 (3.5) among the as-needed posthospitalization follow-up group and 4.2 (3.5) among the scheduled group (absolute difference, -0.3 points; 95% CI, -1.0 to 0.4 points), with the upper bound of the 95% CI within the prespecified noninferiority margin of 1.1 points. Aside from a decreased mean number of clinic visits (absolute difference, -0.6 visits per patient; 95% CI, -0.4 to -0.8 visits per patient) among the as-needed group, there were no significant between-group differences in secondary outcomes, including readmissions (any hospital readmission before symptom resolution: absolute difference, -1.6%; 95% CI, -5.7% to 2.5%) and symptom duration (time from discharge to cough resolution: absolute difference, -0.6 days; 95% CI, -2.4 to 1.2 days; time from discharge to child reported "back to normal": absolute difference, -0.8 days; 95% CI, -2.7 to 1.0 days; and time from discharge to symptom resolution: absolute difference, -0.6 days; 95% CI, -2.5 to 1.3 days). Conclusions and Relevance Among parents of children hospitalized for bronchiolitis, an as-needed posthospitalization follow-up visit is noninferior to a scheduled posthospitalization follow-up visit with respect to reducing parental anxiety. These findings support as-needed follow-up as an effective posthospitalization follow-up strategy. Trial Registration ClinicalTrials.gov Identifier: NCT03354325.
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Affiliation(s)
- Eric R. Coon
- Department of Pediatrics, Primary Children’s Hospital, University of Utah School of Medicine, Salt Lake City
| | - Lauren A. Destino
- Department of Pediatrics, Stanford University School of Medicine, Palo Alto, California
| | - Tom H. Greene
- Division of Biostatistics, Department of Population Health Sciences, University of Utah School of Medicine, Salt Lake City
| | - Elizabeth Vukin
- Department of Pediatrics, Primary Children’s Hospital, University of Utah School of Medicine, Salt Lake City
| | - Greg Stoddard
- Division of Biostatistics, Department of Population Health Sciences, University of Utah School of Medicine, Salt Lake City
| | - Alan R. Schroeder
- Department of Pediatrics, Stanford University School of Medicine, Palo Alto, California
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Marian IR, Williamson E, Garrett A, Lamb SE, Dutton SJ. Better Outcomes for Older people with Spinal Trouble (BOOST) trial: statistical analysis plan for a randomised controlled trial of a combined physical and psychological intervention for older adults with neurogenic claudication. Trials 2020; 21:667. [PMID: 32693842 PMCID: PMC7372766 DOI: 10.1186/s13063-020-04590-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2019] [Accepted: 07/07/2020] [Indexed: 01/29/2023] Open
Abstract
BACKGROUND Neurogenic claudication is a common spinal condition affecting older adults that has a major effect on mobility and implicitly independence. The effectiveness of conservative interventions in this population is not known. We describe the statistical analysis plan for the Better Outcomes for Older people with Spinal trouble (BOOST) randomised controlled trial. METHODS/DESIGN BOOST is a pragmatic, multicentre, parallel, two-arm, randomised controlled trial. Participants are community-dwelling adults, 65 years or older, with neurogenic claudication, registered prospectively, and randomised 2:1 (intervention to control) to the combined physical and psychological BOOST group physiotherapy programme or best practice advice. The primary outcome is the Oswestry Disability Index at 12 months. Secondary outcomes include the Short Physical Performance Battery, Swiss Spinal Stenosis Scale, 6 Minute Walk Test, Fear Avoidance Beliefs Questionnaire, and Tilburg Frailty Indicator. Outcomes are measured at 6 and 12 months by researchers blinded to treatment allocation. The primary statistical analysis is by intention to treat. Further study design details are published in the BOOST protocol. DISCUSSION The planned statistical analyses for the BOOST trial aim to reduce the risk of outcome reporting bias from prior data knowledge. Any changes or deviations from this statistical analysis plan will be described and justified in the final study report. TRIAL REGISTRATION This study has been registered in the International Standard Randomised Controlled Trial Number registry, reference number ISRCTN12698674 . Registered on 10 November 2015.
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Affiliation(s)
- Ioana R. Marian
- Oxford Clinical Trials Research Unit, Centre for Statistics in Medicine, Nuffield Department of Orthopaedics, Rheumatology, and Musculoskeletal Sciences, Botnar Research Centre, University of Oxford, Old Road, Oxford, OX3 7LD UK
| | - Esther Williamson
- Centre for Rehabilitation Research, Nuffield Department of Rheumatology, Orthopaedics and Musculoskeletal Sciences, University of Oxford, Oxford, UK
| | - Angela Garrett
- Centre for Rehabilitation Research, Nuffield Department of Rheumatology, Orthopaedics and Musculoskeletal Sciences, University of Oxford, Oxford, UK
| | - Sarah E. Lamb
- Centre for Rehabilitation Research, Nuffield Department of Rheumatology, Orthopaedics and Musculoskeletal Sciences, University of Oxford, Oxford, UK
- College of Medicine and Health, Institute for Health Research, University of Exeter, St Luke’s Campus, Heavitree Road, Exeter, UK
| | - Susan J. Dutton
- Oxford Clinical Trials Research Unit, Centre for Statistics in Medicine, Nuffield Department of Orthopaedics, Rheumatology, and Musculoskeletal Sciences, Botnar Research Centre, University of Oxford, Old Road, Oxford, OX3 7LD UK
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Eliasson L, Clifford S, Mulick A, Jackson C, Vrijens B. How the EMERGE guideline on medication adherence can improve the quality of clinical trials. Br J Clin Pharmacol 2020; 86:687-697. [PMID: 32034923 DOI: 10.1111/bcp.14240] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2018] [Revised: 11/27/2019] [Accepted: 01/12/2020] [Indexed: 01/01/2023] Open
Abstract
Medication adherence in drug trials is suboptimal, affecting the quality of these studies and adding significant costs. Nonadherence in this setting can lead to null findings, unduly large sample sizes and the need for dose modification after a drug has been approved. Despite these drawbacks, adherence behaviours are not consistently measured, analysed or reported appropriately in trial settings. The ESPACOMP Medication Adherence Reporting Guideline (EMERGE) offers a solution by facilitating a sound protocol design that takes this crucial factor into account. This article summarises key evidence on traditional and newer measurements of adherence, discusses implementation in clinical trial settings and makes recommendations about the analysis and interpretation of adherence data. Given the potential benefits of this approach, the authors call on regulators and the pharmaceutical industry to endorse the EMERGE guideline.
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Affiliation(s)
| | | | - Amy Mulick
- London School of Hygiene and Tropical Medicine, London, UK
| | | | - Bernard Vrijens
- AARDEX Group, Seraing, Belgium.,Liège University, Liège, Belgium
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Costa ML, Achten J, Marian IR, Dutton SJ, Lamb SE, Ollivere B, Maredza M, Petrou S, Kearney RS. Plaster cast versus functional brace for non-surgical treatment of Achilles tendon rupture (UKSTAR): a multicentre randomised controlled trial and economic evaluation. Lancet 2020; 395:441-448. [PMID: 32035553 PMCID: PMC7016510 DOI: 10.1016/s0140-6736(19)32942-3] [Citation(s) in RCA: 34] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/24/2019] [Revised: 10/29/2019] [Accepted: 11/21/2019] [Indexed: 11/25/2022]
Abstract
BACKGROUND Patients with Achilles tendon rupture who have non-operative treatment have traditionally been treated with immobilisation of the tendon in plaster casts for several weeks. Functional bracing is an alternative non-operative treatment that allows earlier mobilisation, but evidence on its effectiveness and safety is scarce. The aim of the UKSTAR trial was to compare functional and quality-of-life outcomes and resource use in patients treated non-operatively with plaster cast versus functional brace. METHODS UKSTAR was a pragmatic, superiority, multicentre, randomised controlled trial done at 39 hospitals in the UK. Patients (aged ≥16 years) who were being treated non-operatively for a primary Achilles tendon rupture at the participating centres were potentially eligible. The exclusion criteria were presenting more than 14 days after injury, previous rupture of the same Achilles tendon, or being unable to complete the questionnaires. Eligible participants were randomly assigned (1:1) to receive a plaster cast or functional brace using a centralised web-based system. Because the interventions were clearly visible, neither patients nor clinicians could be masked. Participants wore the intervention for 8 weeks. The primary outcome was patient-reported Achilles tendon rupture score (ATRS) at 9 months, analysed in the modified intention-to-treat population (all patients in the groups to which they were allocated, excluding participants who withdrew or died before providing any outcome data). The main safety outcome was the incidence of tendon re-rupture. Resource use was recorded from a health and personal social care perspective. The trial is registered with ISRCTN, ISRCTN62639639. FINDINGS Between Aug 15, 2016, and May 31, 2018, 1451 patients were screened, of whom 540 participants (mean age 48·7 years, 79% male) were randomly allocated to receive plaster cast (n=266) or functional brace (n=274). 527 (98%) of 540 were included in the modified intention-to-treat population, and 13 (2%) were excluded because they withdrew or died before providing any outcome data. There was no difference in ATRS at 9 months post injury (cast group n=244, mean ATRS 74∙4 [SD 19∙8]; functional brace group n=259, ATRS 72∙8 [20∙4]; adjusted mean difference -1∙38 [95% CI -4∙9 to 2∙1], p=0·44). There was no difference in the rate of re-rupture of the tendon (17 [6%] of 266 in the plaster cast group vs 13 [5%] of 274 in the functional brace group, p=0·40). The mean total health and personal social care cost was £1181 for the plaster cast group and £1078 for the functional bract group (mean between-group difference -£103 [95% CI -289 to 84]). INTERPRETATION Traditional plaster casting was not found to be superior to early weight-bearing in a functional brace, as measured by ATRS, in the management of patients treated non-surgically for Achilles tendon rupture. Clinicians may consider the use of early weight-bearing in a functional brace as a safe and cost-effective alternative to plaster casting. FUNDING UK National Institute for Health Research Health Technology Assessment Programme.
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Affiliation(s)
- Matthew L Costa
- Oxford Trauma, Nuffield Department of Rheumatology, Musculoskeletal and Orthopaedic Sciences, University of Oxford, Oxford, UK.
| | - Juul Achten
- Oxford Trauma, Nuffield Department of Rheumatology, Musculoskeletal and Orthopaedic Sciences, University of Oxford, Oxford, UK
| | - Ioana R Marian
- Oxford Clinical Trials Research Unit, Centre for Statistics in Medicine, Nuffield Department of Rheumatology, Musculoskeletal and Orthopaedic Sciences, University of Oxford, Oxford, UK
| | - Susan J Dutton
- Oxford Clinical Trials Research Unit, Centre for Statistics in Medicine, Nuffield Department of Rheumatology, Musculoskeletal and Orthopaedic Sciences, University of Oxford, Oxford, UK
| | - Sarah E Lamb
- Oxford Trauma, Nuffield Department of Rheumatology, Musculoskeletal and Orthopaedic Sciences, University of Oxford, Oxford, UK; College of Medicine and Health, University of Exeter, Exeter, UK
| | - Benjamin Ollivere
- Division of Rheumatology, Orthopaedics and Dermatology, School of Medicine, University of Nottingham, Nottingham, UK
| | - Mandy Maredza
- Warwick Clinical Trials Unit, University of Warwick, Coventry, UK
| | - Stavros Petrou
- Warwick Clinical Trials Unit, University of Warwick, Coventry, UK; Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
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Gaughran F, Stahl D, Patel A, Ismail K, Smith S, Greenwood K, Atakan Z, Gardner-Sood P, Stringer D, Hopkins D, Lally J, Forti MD, Stubbs B, Lowe P, Arbuthnott M, Heslin M, David AS, Murray RM. A health promotion intervention to improve lifestyle choices and
health outcomes in people with psychosis: a research programme including the
IMPaCT RCT. PROGRAMME GRANTS FOR APPLIED RESEARCH 2020. [DOI: 10.3310/pgfar08010] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
Background
People with psychotic disorders have reduced life expectancy largely because
of physical health problems, especially cardiovascular disease, that are
complicated by the use of tobacco and cannabis.
Objectives
We set out to (1) chart lifestyle and substance use choices and the emergence
of cardiometabolic risk from the earliest presentation with psychosis, (2)
develop a pragmatic health promotion intervention integrated within the
clinical teams to improve the lifestyle choices and health outcomes of
people with psychosis and (3) evaluate the clinical effectiveness and
cost-effectiveness of that health promotion intervention.
Design
We performed a longitudinal cohort study of people presenting with their
first episode of psychosis in three mental health trusts and followed up
participants for 1 year [work package 1, physical health and substance use
measures in first episode of psychosis (PUMP)]. We used an iterative Delphi
methodology to develop and refine a modular health promotion intervention,
improving physical health and reducing substance use in psychosis (IMPaCT)
therapy, which was to be delivered by the patient’s usual care
co-ordinator and used motivational interviewing techniques and
cognitive–behavioural therapy to improve health choices of people
with psychosis (work package 2). We then conducted a multicentre, two-arm,
parallel-cluster, randomised controlled trial to determine the clinical
effectiveness and cost-effectiveness of using the intervention with people
with established psychosis (work package 3: IMPaCT randomised controlled
trial) in five UK mental health trusts. The work took place between 2008 and
2014.
Participants
All people aged between 16 and 65 years within 6 months of their first
presentation with a non-organic psychosis and who were proficient in English
were eligible for inclusion in the PUMP study. Participants in the work
package 2 training development were staff selected from a range of settings,
working with psychosis. Participants in the phase 3 Delphi consensus and
manual development comprised three expert groups of (1)
therapists/researchers recruited from the local and national community, (2)
clinicians and (3) service users, each of whom took part in two iterative
review and feedback sessions. For work package 3, IMPaCT randomised
controlled trial, care co-ordinators in participating community mental
health teams who were permanently employed and had a minimum of four
eligible patients (i.e. aged between 18 and 65 years with a diagnosis of a
psychotic disorder) on their caseload were eligible to participate. In
studies 1 and 3, patient participants were ineligible if they were pregnant
or had a major illness that would have had an impact on their metabolic
status or if they had a significant learning disability. All participants
were included in the study only after giving written confirmed consent.
Main outcome measures
Cardiometabolic risk markers, including rates of obesity and central obesity,
and levels of glycated haemoglobin (HbA1c) and lipids, were the
main outcomes in work package 1 (PUMP), with descriptive data presented on
substance use. Our primary outcome measure for the IMPaCT randomised
controlled trial was the physical or mental health component Short Form
questionnaire-36 items quality-of-life scores at 12 months.
Results
Obesity rates rose from 18% at first presentation with psychosis to 24% by 1
year, but cardiometabolic risk was not associated with baseline lifestyle
and substance use choices. Patterns of increase in the levels of
HbA1c over the year following first presentation showed
variation by ethnic group. We recruited 104 care co-ordinators, of whom 52
(with 213 patients) were randomised to deliver IMPaCT therapy and 52 (with
193 patients) were randomised to deliver treatment as usual, in keeping with
our power calculations. Of these 406 participants with established
psychosis, 318 (78%) and 301 (74%) participants, respectively, attended the
12- and 15-month follow-ups. We found no significant effect of IMPaCT
therapy compared with treatment as usual on the physical or mental health
component Short Form questionnaire-36 items scores at either time point in
an intention-to-treat analysis [physical health score (‘d’)
–0.17 at 12 months and –0.09 at 15 months; mental health score
(‘d’) 0.03 at 12 months and –0.05 at 15 months] or on
costs. Nor did we find an effect on other cardiovascular risk indicators,
including diabetes, except in the case of high-density lipoprotein
cholesterol, which showed a trend for greater benefit with IMPaCT therapy
than with treatment as usual (treatment effect 0.085, 95% confidence
interval 0.007 to 0.16; p = 0.034).
Limitations
Follow-up in work package 1 was challenging, with 127 out of 293 participants
attending; however, there was no difference in cardiometabolic measures or
demographic factors at baseline between those who attended for follow-up and
those who did not. In work package 3, the IMPaCT randomised controlled
trial, care co-ordinators struggled to provide additional time to their
patients that was devoted to the health promotion intervention on top of
their usual clinical care contact with them.
Conclusions
Cardiometabolic risk is prominent even soon after first presentation with
psychosis and increases over time. Lifestyle choices and substance use
habits at first presentation do not predict those who will be most
cardiometabolically compromised 1 year later. Training and supervising care
co-ordinators to deliver a health promotion intervention to their own
patients on top of routine care is not effective in the NHS for improving
quality of life or reducing cardiometabolic risk.
Future work
Further work is needed to develop and evaluate effective, cost-effective and
affordable ways of preventing the emergence of and reversing existing
cardiometabolic risk indicators in people with psychosis.
Trial registration
Current Controlled Trials ISRCTN58667926.
Funding
This project was funded by the National Institute for Health Research (NIHR)
Programme Grants for Applied Research programme and will be published in
full in Programme Grants for Applied Research; Vol. 8, No.
1. See the NIHR Journals Library website for further project
information.
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Affiliation(s)
- Fiona Gaughran
- National Psychosis Service, South London and Maudsley NHS
Foundation Trust, London, UK
- Department of Psychosis Studies, Institute of Psychiatry,
Psychology & Neuroscience, King’s College
London, London, UK
| | - Daniel Stahl
- Department of Biostatistics and Health Informatics, Institute
of Psychiatry, Psychology & Neuroscience, King’s College
London, London, UK
| | - Anita Patel
- Anita Patel Health Economics Consulting Ltd, London, UK
- Centre for Primary Care and Public Health, Blizard Institute,
Queen Mary University of London, London, UK
| | - Khalida Ismail
- Department of Psychological Medicine, Institute of Psychiatry,
Psychology & Neuroscience, King’s College
London, London, UK
| | - Shubulade Smith
- Department of Forensic and Neurodevelopmental Science,
Institute of Psychiatry, Psychology & Neuroscience, King’s
College London, London, UK
- Forensic Services, South London and Maudsley NHS Foundation
Trust, London, UK
| | - Kathryn Greenwood
- Sussex Partnership NHS Foundation Trust, Worthing, UK
- School of Psychology, University of Sussex, Brighton, UK
| | - Zerrin Atakan
- Department of Psychosis Studies, Institute of Psychiatry,
Psychology & Neuroscience, King’s College
London, London, UK
| | - Poonam Gardner-Sood
- Department of Psychosis Studies, Institute of Psychiatry,
Psychology & Neuroscience, King’s College
London, London, UK
| | - Dominic Stringer
- Department of Biostatistics and Health Informatics, Institute
of Psychiatry, Psychology & Neuroscience, King’s College
London, London, UK
| | - David Hopkins
- Institute of Diabetes, Endocrinology and Obesity, King’s
Health Partners, London, UK
| | - John Lally
- National Psychosis Service, South London and Maudsley NHS
Foundation Trust, London, UK
- Department of Psychosis Studies, Institute of Psychiatry,
Psychology & Neuroscience, King’s College
London, London, UK
- Department of Psychiatry, Royal College of Surgeons in Ireland,
Beaumont Hospital, Dublin, Ireland
| | - Marta Di Forti
- Social, Genetic & Developmental Psychiatry Centre,
Institute of Psychiatry, Psychology & Neuroscience, King’s
College, London, UK
- Department of Psychiatry, Experimental Biomedicine and Clinical
Neuroscience (BIONEC), University of Palermo, Palermo, Italy
- South London and Maudsley NHS Foundation Trust, London, UK
| | - Brendon Stubbs
- Department of Psychological Medicine, Institute of Psychiatry,
Psychology & Neuroscience, King’s College
London, London, UK
- Physiotherapy Department, South London and Maudsley NHS
Foundation Trust, London, UK
| | | | | | - Margaret Heslin
- King’s Health Economics, Health Service & Population
Research Department, Institute of Psychiatry, Psychology &
Neuroscience, King’s College London, London, UK
| | - Anthony S David
- Institute of Mental Health, Division of Psychiatry, University
College London, London, UK
| | - Robin M Murray
- Department of Psychosis Studies, Institute of Psychiatry,
Psychology & Neuroscience, King’s College
London, London, UK
- Department of Psychiatry, Experimental Biomedicine and Clinical
Neuroscience (BIONEC), University of Palermo, Palermo, Italy
- South London and Maudsley NHS Foundation Trust, London, UK
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Bakker MF, de Lange SV, Pijnappel RM, Mann RM, Peeters PHM, Monninkhof EM, Emaus MJ, Loo CE, Bisschops RHC, Lobbes MBI, de Jong MDF, Duvivier KM, Veltman J, Karssemeijer N, de Koning HJ, van Diest PJ, Mali WPTM, van den Bosch MAAJ, Veldhuis WB, van Gils CH. Supplemental MRI Screening for Women with Extremely Dense Breast Tissue. N Engl J Med 2019; 381:2091-2102. [PMID: 31774954 DOI: 10.1056/nejmoa1903986] [Citation(s) in RCA: 379] [Impact Index Per Article: 75.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
BACKGROUND Extremely dense breast tissue is a risk factor for breast cancer and limits the detection of cancer with mammography. Data are needed on the use of supplemental magnetic resonance imaging (MRI) to improve early detection and reduce interval breast cancers in such patients. METHODS In this multicenter, randomized, controlled trial in the Netherlands, we assigned 40,373 women between the ages of 50 and 75 years with extremely dense breast tissue and normal results on screening mammography to a group that was invited to undergo supplemental MRI or to a group that received mammography screening only. The groups were assigned in a 1:4 ratio, with 8061 in the MRI-invitation group and 32,312 in the mammography-only group. The primary outcome was the between-group difference in the incidence of interval cancers during a 2-year screening period. RESULTS The interval-cancer rate was 2.5 per 1000 screenings in the MRI-invitation group and 5.0 per 1000 screenings in the mammography-only group, for a difference of 2.5 per 1000 screenings (95% confidence interval [CI], 1.0 to 3.7; P<0.001). Of the women who were invited to undergo MRI, 59% accepted the invitation. Of the 20 interval cancers that were diagnosed in the MRI-invitation group, 4 were diagnosed in the women who actually underwent MRI (0.8 per 1000 screenings) and 16 in those who did not accept the invitation (4.9 per 1000 screenings). The MRI cancer-detection rate among the women who actually underwent MRI screening was 16.5 per 1000 screenings (95% CI, 13.3 to 20.5). The positive predictive value was 17.4% (95% CI, 14.2 to 21.2) for recall for additional testing and 26.3% (95% CI, 21.7 to 31.6) for biopsy. The false positive rate was 79.8 per 1000 screenings. Among the women who underwent MRI, 0.1% had either an adverse event or a serious adverse event during or immediately after the screening. CONCLUSIONS The use of supplemental MRI screening in women with extremely dense breast tissue and normal results on mammography resulted in the diagnosis of significantly fewer interval cancers than mammography alone during a 2-year screening period. (Funded by the University Medical Center Utrecht and others; DENSE ClinicalTrials.gov number, NCT01315015.).
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Affiliation(s)
- Marije F Bakker
- From the Julius Center for Health Sciences and Primary Care (M.F.B., S.V.L., P.H.M.P., E.M.M., C.H.G.) and the Departments of Radiology (S.V.L., R.M.P., M.J.E., W.P.T.M.M., M.A.A.J.B., W.B.V.) and Pathology (P.J.D.), University Medical Center Utrecht, Utrecht University, Utrecht, the Dutch Expert Center for Screening (R.M.P.) and the Department of Radiology, Radboud University Nijmegen Medical Center (R.M.M., N.K.), Nijmegen, the Department of Radiology, Antoni van Leeuwenhoek Hospital (C.E.L.), and the Department of Radiology and Nuclear Medicine, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam (K.M.D.), Amsterdam, the Department of Radiology, Albert Schweitzer Hospital, Dordrecht (R.H.C.B.), the Department of Radiology and Nuclear Medicine, Maastricht University Medical Center, Maastricht, and the Department of Medical Imaging, Zuyderland Medical Center, Sittard-Geleen (M.B.I.L.), the Department of Radiology, Jeroen Bosch Hospital, 's-Hertogenbosch (M.D.F.J.), the Department of Radiology, Hospital Group Twente, Almelo (J.V.), and the Department of Public Health, Erasmus Medical Center, Rotterdam (H.J.K.) - all in the Netherlands; and the Department of Epidemiology and Biostatistics, School of Public Health, Faculty of Medicine, Imperial College London, London (P.H.M.P.)
| | - Stéphanie V de Lange
- From the Julius Center for Health Sciences and Primary Care (M.F.B., S.V.L., P.H.M.P., E.M.M., C.H.G.) and the Departments of Radiology (S.V.L., R.M.P., M.J.E., W.P.T.M.M., M.A.A.J.B., W.B.V.) and Pathology (P.J.D.), University Medical Center Utrecht, Utrecht University, Utrecht, the Dutch Expert Center for Screening (R.M.P.) and the Department of Radiology, Radboud University Nijmegen Medical Center (R.M.M., N.K.), Nijmegen, the Department of Radiology, Antoni van Leeuwenhoek Hospital (C.E.L.), and the Department of Radiology and Nuclear Medicine, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam (K.M.D.), Amsterdam, the Department of Radiology, Albert Schweitzer Hospital, Dordrecht (R.H.C.B.), the Department of Radiology and Nuclear Medicine, Maastricht University Medical Center, Maastricht, and the Department of Medical Imaging, Zuyderland Medical Center, Sittard-Geleen (M.B.I.L.), the Department of Radiology, Jeroen Bosch Hospital, 's-Hertogenbosch (M.D.F.J.), the Department of Radiology, Hospital Group Twente, Almelo (J.V.), and the Department of Public Health, Erasmus Medical Center, Rotterdam (H.J.K.) - all in the Netherlands; and the Department of Epidemiology and Biostatistics, School of Public Health, Faculty of Medicine, Imperial College London, London (P.H.M.P.)
| | - Ruud M Pijnappel
- From the Julius Center for Health Sciences and Primary Care (M.F.B., S.V.L., P.H.M.P., E.M.M., C.H.G.) and the Departments of Radiology (S.V.L., R.M.P., M.J.E., W.P.T.M.M., M.A.A.J.B., W.B.V.) and Pathology (P.J.D.), University Medical Center Utrecht, Utrecht University, Utrecht, the Dutch Expert Center for Screening (R.M.P.) and the Department of Radiology, Radboud University Nijmegen Medical Center (R.M.M., N.K.), Nijmegen, the Department of Radiology, Antoni van Leeuwenhoek Hospital (C.E.L.), and the Department of Radiology and Nuclear Medicine, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam (K.M.D.), Amsterdam, the Department of Radiology, Albert Schweitzer Hospital, Dordrecht (R.H.C.B.), the Department of Radiology and Nuclear Medicine, Maastricht University Medical Center, Maastricht, and the Department of Medical Imaging, Zuyderland Medical Center, Sittard-Geleen (M.B.I.L.), the Department of Radiology, Jeroen Bosch Hospital, 's-Hertogenbosch (M.D.F.J.), the Department of Radiology, Hospital Group Twente, Almelo (J.V.), and the Department of Public Health, Erasmus Medical Center, Rotterdam (H.J.K.) - all in the Netherlands; and the Department of Epidemiology and Biostatistics, School of Public Health, Faculty of Medicine, Imperial College London, London (P.H.M.P.)
| | - Ritse M Mann
- From the Julius Center for Health Sciences and Primary Care (M.F.B., S.V.L., P.H.M.P., E.M.M., C.H.G.) and the Departments of Radiology (S.V.L., R.M.P., M.J.E., W.P.T.M.M., M.A.A.J.B., W.B.V.) and Pathology (P.J.D.), University Medical Center Utrecht, Utrecht University, Utrecht, the Dutch Expert Center for Screening (R.M.P.) and the Department of Radiology, Radboud University Nijmegen Medical Center (R.M.M., N.K.), Nijmegen, the Department of Radiology, Antoni van Leeuwenhoek Hospital (C.E.L.), and the Department of Radiology and Nuclear Medicine, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam (K.M.D.), Amsterdam, the Department of Radiology, Albert Schweitzer Hospital, Dordrecht (R.H.C.B.), the Department of Radiology and Nuclear Medicine, Maastricht University Medical Center, Maastricht, and the Department of Medical Imaging, Zuyderland Medical Center, Sittard-Geleen (M.B.I.L.), the Department of Radiology, Jeroen Bosch Hospital, 's-Hertogenbosch (M.D.F.J.), the Department of Radiology, Hospital Group Twente, Almelo (J.V.), and the Department of Public Health, Erasmus Medical Center, Rotterdam (H.J.K.) - all in the Netherlands; and the Department of Epidemiology and Biostatistics, School of Public Health, Faculty of Medicine, Imperial College London, London (P.H.M.P.)
| | - Petra H M Peeters
- From the Julius Center for Health Sciences and Primary Care (M.F.B., S.V.L., P.H.M.P., E.M.M., C.H.G.) and the Departments of Radiology (S.V.L., R.M.P., M.J.E., W.P.T.M.M., M.A.A.J.B., W.B.V.) and Pathology (P.J.D.), University Medical Center Utrecht, Utrecht University, Utrecht, the Dutch Expert Center for Screening (R.M.P.) and the Department of Radiology, Radboud University Nijmegen Medical Center (R.M.M., N.K.), Nijmegen, the Department of Radiology, Antoni van Leeuwenhoek Hospital (C.E.L.), and the Department of Radiology and Nuclear Medicine, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam (K.M.D.), Amsterdam, the Department of Radiology, Albert Schweitzer Hospital, Dordrecht (R.H.C.B.), the Department of Radiology and Nuclear Medicine, Maastricht University Medical Center, Maastricht, and the Department of Medical Imaging, Zuyderland Medical Center, Sittard-Geleen (M.B.I.L.), the Department of Radiology, Jeroen Bosch Hospital, 's-Hertogenbosch (M.D.F.J.), the Department of Radiology, Hospital Group Twente, Almelo (J.V.), and the Department of Public Health, Erasmus Medical Center, Rotterdam (H.J.K.) - all in the Netherlands; and the Department of Epidemiology and Biostatistics, School of Public Health, Faculty of Medicine, Imperial College London, London (P.H.M.P.)
| | - Evelyn M Monninkhof
- From the Julius Center for Health Sciences and Primary Care (M.F.B., S.V.L., P.H.M.P., E.M.M., C.H.G.) and the Departments of Radiology (S.V.L., R.M.P., M.J.E., W.P.T.M.M., M.A.A.J.B., W.B.V.) and Pathology (P.J.D.), University Medical Center Utrecht, Utrecht University, Utrecht, the Dutch Expert Center for Screening (R.M.P.) and the Department of Radiology, Radboud University Nijmegen Medical Center (R.M.M., N.K.), Nijmegen, the Department of Radiology, Antoni van Leeuwenhoek Hospital (C.E.L.), and the Department of Radiology and Nuclear Medicine, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam (K.M.D.), Amsterdam, the Department of Radiology, Albert Schweitzer Hospital, Dordrecht (R.H.C.B.), the Department of Radiology and Nuclear Medicine, Maastricht University Medical Center, Maastricht, and the Department of Medical Imaging, Zuyderland Medical Center, Sittard-Geleen (M.B.I.L.), the Department of Radiology, Jeroen Bosch Hospital, 's-Hertogenbosch (M.D.F.J.), the Department of Radiology, Hospital Group Twente, Almelo (J.V.), and the Department of Public Health, Erasmus Medical Center, Rotterdam (H.J.K.) - all in the Netherlands; and the Department of Epidemiology and Biostatistics, School of Public Health, Faculty of Medicine, Imperial College London, London (P.H.M.P.)
| | - Marleen J Emaus
- From the Julius Center for Health Sciences and Primary Care (M.F.B., S.V.L., P.H.M.P., E.M.M., C.H.G.) and the Departments of Radiology (S.V.L., R.M.P., M.J.E., W.P.T.M.M., M.A.A.J.B., W.B.V.) and Pathology (P.J.D.), University Medical Center Utrecht, Utrecht University, Utrecht, the Dutch Expert Center for Screening (R.M.P.) and the Department of Radiology, Radboud University Nijmegen Medical Center (R.M.M., N.K.), Nijmegen, the Department of Radiology, Antoni van Leeuwenhoek Hospital (C.E.L.), and the Department of Radiology and Nuclear Medicine, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam (K.M.D.), Amsterdam, the Department of Radiology, Albert Schweitzer Hospital, Dordrecht (R.H.C.B.), the Department of Radiology and Nuclear Medicine, Maastricht University Medical Center, Maastricht, and the Department of Medical Imaging, Zuyderland Medical Center, Sittard-Geleen (M.B.I.L.), the Department of Radiology, Jeroen Bosch Hospital, 's-Hertogenbosch (M.D.F.J.), the Department of Radiology, Hospital Group Twente, Almelo (J.V.), and the Department of Public Health, Erasmus Medical Center, Rotterdam (H.J.K.) - all in the Netherlands; and the Department of Epidemiology and Biostatistics, School of Public Health, Faculty of Medicine, Imperial College London, London (P.H.M.P.)
| | - Claudette E Loo
- From the Julius Center for Health Sciences and Primary Care (M.F.B., S.V.L., P.H.M.P., E.M.M., C.H.G.) and the Departments of Radiology (S.V.L., R.M.P., M.J.E., W.P.T.M.M., M.A.A.J.B., W.B.V.) and Pathology (P.J.D.), University Medical Center Utrecht, Utrecht University, Utrecht, the Dutch Expert Center for Screening (R.M.P.) and the Department of Radiology, Radboud University Nijmegen Medical Center (R.M.M., N.K.), Nijmegen, the Department of Radiology, Antoni van Leeuwenhoek Hospital (C.E.L.), and the Department of Radiology and Nuclear Medicine, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam (K.M.D.), Amsterdam, the Department of Radiology, Albert Schweitzer Hospital, Dordrecht (R.H.C.B.), the Department of Radiology and Nuclear Medicine, Maastricht University Medical Center, Maastricht, and the Department of Medical Imaging, Zuyderland Medical Center, Sittard-Geleen (M.B.I.L.), the Department of Radiology, Jeroen Bosch Hospital, 's-Hertogenbosch (M.D.F.J.), the Department of Radiology, Hospital Group Twente, Almelo (J.V.), and the Department of Public Health, Erasmus Medical Center, Rotterdam (H.J.K.) - all in the Netherlands; and the Department of Epidemiology and Biostatistics, School of Public Health, Faculty of Medicine, Imperial College London, London (P.H.M.P.)
| | - Robertus H C Bisschops
- From the Julius Center for Health Sciences and Primary Care (M.F.B., S.V.L., P.H.M.P., E.M.M., C.H.G.) and the Departments of Radiology (S.V.L., R.M.P., M.J.E., W.P.T.M.M., M.A.A.J.B., W.B.V.) and Pathology (P.J.D.), University Medical Center Utrecht, Utrecht University, Utrecht, the Dutch Expert Center for Screening (R.M.P.) and the Department of Radiology, Radboud University Nijmegen Medical Center (R.M.M., N.K.), Nijmegen, the Department of Radiology, Antoni van Leeuwenhoek Hospital (C.E.L.), and the Department of Radiology and Nuclear Medicine, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam (K.M.D.), Amsterdam, the Department of Radiology, Albert Schweitzer Hospital, Dordrecht (R.H.C.B.), the Department of Radiology and Nuclear Medicine, Maastricht University Medical Center, Maastricht, and the Department of Medical Imaging, Zuyderland Medical Center, Sittard-Geleen (M.B.I.L.), the Department of Radiology, Jeroen Bosch Hospital, 's-Hertogenbosch (M.D.F.J.), the Department of Radiology, Hospital Group Twente, Almelo (J.V.), and the Department of Public Health, Erasmus Medical Center, Rotterdam (H.J.K.) - all in the Netherlands; and the Department of Epidemiology and Biostatistics, School of Public Health, Faculty of Medicine, Imperial College London, London (P.H.M.P.)
| | - Marc B I Lobbes
- From the Julius Center for Health Sciences and Primary Care (M.F.B., S.V.L., P.H.M.P., E.M.M., C.H.G.) and the Departments of Radiology (S.V.L., R.M.P., M.J.E., W.P.T.M.M., M.A.A.J.B., W.B.V.) and Pathology (P.J.D.), University Medical Center Utrecht, Utrecht University, Utrecht, the Dutch Expert Center for Screening (R.M.P.) and the Department of Radiology, Radboud University Nijmegen Medical Center (R.M.M., N.K.), Nijmegen, the Department of Radiology, Antoni van Leeuwenhoek Hospital (C.E.L.), and the Department of Radiology and Nuclear Medicine, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam (K.M.D.), Amsterdam, the Department of Radiology, Albert Schweitzer Hospital, Dordrecht (R.H.C.B.), the Department of Radiology and Nuclear Medicine, Maastricht University Medical Center, Maastricht, and the Department of Medical Imaging, Zuyderland Medical Center, Sittard-Geleen (M.B.I.L.), the Department of Radiology, Jeroen Bosch Hospital, 's-Hertogenbosch (M.D.F.J.), the Department of Radiology, Hospital Group Twente, Almelo (J.V.), and the Department of Public Health, Erasmus Medical Center, Rotterdam (H.J.K.) - all in the Netherlands; and the Department of Epidemiology and Biostatistics, School of Public Health, Faculty of Medicine, Imperial College London, London (P.H.M.P.)
| | - Matthijn D F de Jong
- From the Julius Center for Health Sciences and Primary Care (M.F.B., S.V.L., P.H.M.P., E.M.M., C.H.G.) and the Departments of Radiology (S.V.L., R.M.P., M.J.E., W.P.T.M.M., M.A.A.J.B., W.B.V.) and Pathology (P.J.D.), University Medical Center Utrecht, Utrecht University, Utrecht, the Dutch Expert Center for Screening (R.M.P.) and the Department of Radiology, Radboud University Nijmegen Medical Center (R.M.M., N.K.), Nijmegen, the Department of Radiology, Antoni van Leeuwenhoek Hospital (C.E.L.), and the Department of Radiology and Nuclear Medicine, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam (K.M.D.), Amsterdam, the Department of Radiology, Albert Schweitzer Hospital, Dordrecht (R.H.C.B.), the Department of Radiology and Nuclear Medicine, Maastricht University Medical Center, Maastricht, and the Department of Medical Imaging, Zuyderland Medical Center, Sittard-Geleen (M.B.I.L.), the Department of Radiology, Jeroen Bosch Hospital, 's-Hertogenbosch (M.D.F.J.), the Department of Radiology, Hospital Group Twente, Almelo (J.V.), and the Department of Public Health, Erasmus Medical Center, Rotterdam (H.J.K.) - all in the Netherlands; and the Department of Epidemiology and Biostatistics, School of Public Health, Faculty of Medicine, Imperial College London, London (P.H.M.P.)
| | - Katya M Duvivier
- From the Julius Center for Health Sciences and Primary Care (M.F.B., S.V.L., P.H.M.P., E.M.M., C.H.G.) and the Departments of Radiology (S.V.L., R.M.P., M.J.E., W.P.T.M.M., M.A.A.J.B., W.B.V.) and Pathology (P.J.D.), University Medical Center Utrecht, Utrecht University, Utrecht, the Dutch Expert Center for Screening (R.M.P.) and the Department of Radiology, Radboud University Nijmegen Medical Center (R.M.M., N.K.), Nijmegen, the Department of Radiology, Antoni van Leeuwenhoek Hospital (C.E.L.), and the Department of Radiology and Nuclear Medicine, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam (K.M.D.), Amsterdam, the Department of Radiology, Albert Schweitzer Hospital, Dordrecht (R.H.C.B.), the Department of Radiology and Nuclear Medicine, Maastricht University Medical Center, Maastricht, and the Department of Medical Imaging, Zuyderland Medical Center, Sittard-Geleen (M.B.I.L.), the Department of Radiology, Jeroen Bosch Hospital, 's-Hertogenbosch (M.D.F.J.), the Department of Radiology, Hospital Group Twente, Almelo (J.V.), and the Department of Public Health, Erasmus Medical Center, Rotterdam (H.J.K.) - all in the Netherlands; and the Department of Epidemiology and Biostatistics, School of Public Health, Faculty of Medicine, Imperial College London, London (P.H.M.P.)
| | - Jeroen Veltman
- From the Julius Center for Health Sciences and Primary Care (M.F.B., S.V.L., P.H.M.P., E.M.M., C.H.G.) and the Departments of Radiology (S.V.L., R.M.P., M.J.E., W.P.T.M.M., M.A.A.J.B., W.B.V.) and Pathology (P.J.D.), University Medical Center Utrecht, Utrecht University, Utrecht, the Dutch Expert Center for Screening (R.M.P.) and the Department of Radiology, Radboud University Nijmegen Medical Center (R.M.M., N.K.), Nijmegen, the Department of Radiology, Antoni van Leeuwenhoek Hospital (C.E.L.), and the Department of Radiology and Nuclear Medicine, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam (K.M.D.), Amsterdam, the Department of Radiology, Albert Schweitzer Hospital, Dordrecht (R.H.C.B.), the Department of Radiology and Nuclear Medicine, Maastricht University Medical Center, Maastricht, and the Department of Medical Imaging, Zuyderland Medical Center, Sittard-Geleen (M.B.I.L.), the Department of Radiology, Jeroen Bosch Hospital, 's-Hertogenbosch (M.D.F.J.), the Department of Radiology, Hospital Group Twente, Almelo (J.V.), and the Department of Public Health, Erasmus Medical Center, Rotterdam (H.J.K.) - all in the Netherlands; and the Department of Epidemiology and Biostatistics, School of Public Health, Faculty of Medicine, Imperial College London, London (P.H.M.P.)
| | - Nico Karssemeijer
- From the Julius Center for Health Sciences and Primary Care (M.F.B., S.V.L., P.H.M.P., E.M.M., C.H.G.) and the Departments of Radiology (S.V.L., R.M.P., M.J.E., W.P.T.M.M., M.A.A.J.B., W.B.V.) and Pathology (P.J.D.), University Medical Center Utrecht, Utrecht University, Utrecht, the Dutch Expert Center for Screening (R.M.P.) and the Department of Radiology, Radboud University Nijmegen Medical Center (R.M.M., N.K.), Nijmegen, the Department of Radiology, Antoni van Leeuwenhoek Hospital (C.E.L.), and the Department of Radiology and Nuclear Medicine, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam (K.M.D.), Amsterdam, the Department of Radiology, Albert Schweitzer Hospital, Dordrecht (R.H.C.B.), the Department of Radiology and Nuclear Medicine, Maastricht University Medical Center, Maastricht, and the Department of Medical Imaging, Zuyderland Medical Center, Sittard-Geleen (M.B.I.L.), the Department of Radiology, Jeroen Bosch Hospital, 's-Hertogenbosch (M.D.F.J.), the Department of Radiology, Hospital Group Twente, Almelo (J.V.), and the Department of Public Health, Erasmus Medical Center, Rotterdam (H.J.K.) - all in the Netherlands; and the Department of Epidemiology and Biostatistics, School of Public Health, Faculty of Medicine, Imperial College London, London (P.H.M.P.)
| | - Harry J de Koning
- From the Julius Center for Health Sciences and Primary Care (M.F.B., S.V.L., P.H.M.P., E.M.M., C.H.G.) and the Departments of Radiology (S.V.L., R.M.P., M.J.E., W.P.T.M.M., M.A.A.J.B., W.B.V.) and Pathology (P.J.D.), University Medical Center Utrecht, Utrecht University, Utrecht, the Dutch Expert Center for Screening (R.M.P.) and the Department of Radiology, Radboud University Nijmegen Medical Center (R.M.M., N.K.), Nijmegen, the Department of Radiology, Antoni van Leeuwenhoek Hospital (C.E.L.), and the Department of Radiology and Nuclear Medicine, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam (K.M.D.), Amsterdam, the Department of Radiology, Albert Schweitzer Hospital, Dordrecht (R.H.C.B.), the Department of Radiology and Nuclear Medicine, Maastricht University Medical Center, Maastricht, and the Department of Medical Imaging, Zuyderland Medical Center, Sittard-Geleen (M.B.I.L.), the Department of Radiology, Jeroen Bosch Hospital, 's-Hertogenbosch (M.D.F.J.), the Department of Radiology, Hospital Group Twente, Almelo (J.V.), and the Department of Public Health, Erasmus Medical Center, Rotterdam (H.J.K.) - all in the Netherlands; and the Department of Epidemiology and Biostatistics, School of Public Health, Faculty of Medicine, Imperial College London, London (P.H.M.P.)
| | - Paul J van Diest
- From the Julius Center for Health Sciences and Primary Care (M.F.B., S.V.L., P.H.M.P., E.M.M., C.H.G.) and the Departments of Radiology (S.V.L., R.M.P., M.J.E., W.P.T.M.M., M.A.A.J.B., W.B.V.) and Pathology (P.J.D.), University Medical Center Utrecht, Utrecht University, Utrecht, the Dutch Expert Center for Screening (R.M.P.) and the Department of Radiology, Radboud University Nijmegen Medical Center (R.M.M., N.K.), Nijmegen, the Department of Radiology, Antoni van Leeuwenhoek Hospital (C.E.L.), and the Department of Radiology and Nuclear Medicine, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam (K.M.D.), Amsterdam, the Department of Radiology, Albert Schweitzer Hospital, Dordrecht (R.H.C.B.), the Department of Radiology and Nuclear Medicine, Maastricht University Medical Center, Maastricht, and the Department of Medical Imaging, Zuyderland Medical Center, Sittard-Geleen (M.B.I.L.), the Department of Radiology, Jeroen Bosch Hospital, 's-Hertogenbosch (M.D.F.J.), the Department of Radiology, Hospital Group Twente, Almelo (J.V.), and the Department of Public Health, Erasmus Medical Center, Rotterdam (H.J.K.) - all in the Netherlands; and the Department of Epidemiology and Biostatistics, School of Public Health, Faculty of Medicine, Imperial College London, London (P.H.M.P.)
| | - Willem P T M Mali
- From the Julius Center for Health Sciences and Primary Care (M.F.B., S.V.L., P.H.M.P., E.M.M., C.H.G.) and the Departments of Radiology (S.V.L., R.M.P., M.J.E., W.P.T.M.M., M.A.A.J.B., W.B.V.) and Pathology (P.J.D.), University Medical Center Utrecht, Utrecht University, Utrecht, the Dutch Expert Center for Screening (R.M.P.) and the Department of Radiology, Radboud University Nijmegen Medical Center (R.M.M., N.K.), Nijmegen, the Department of Radiology, Antoni van Leeuwenhoek Hospital (C.E.L.), and the Department of Radiology and Nuclear Medicine, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam (K.M.D.), Amsterdam, the Department of Radiology, Albert Schweitzer Hospital, Dordrecht (R.H.C.B.), the Department of Radiology and Nuclear Medicine, Maastricht University Medical Center, Maastricht, and the Department of Medical Imaging, Zuyderland Medical Center, Sittard-Geleen (M.B.I.L.), the Department of Radiology, Jeroen Bosch Hospital, 's-Hertogenbosch (M.D.F.J.), the Department of Radiology, Hospital Group Twente, Almelo (J.V.), and the Department of Public Health, Erasmus Medical Center, Rotterdam (H.J.K.) - all in the Netherlands; and the Department of Epidemiology and Biostatistics, School of Public Health, Faculty of Medicine, Imperial College London, London (P.H.M.P.)
| | - Maurice A A J van den Bosch
- From the Julius Center for Health Sciences and Primary Care (M.F.B., S.V.L., P.H.M.P., E.M.M., C.H.G.) and the Departments of Radiology (S.V.L., R.M.P., M.J.E., W.P.T.M.M., M.A.A.J.B., W.B.V.) and Pathology (P.J.D.), University Medical Center Utrecht, Utrecht University, Utrecht, the Dutch Expert Center for Screening (R.M.P.) and the Department of Radiology, Radboud University Nijmegen Medical Center (R.M.M., N.K.), Nijmegen, the Department of Radiology, Antoni van Leeuwenhoek Hospital (C.E.L.), and the Department of Radiology and Nuclear Medicine, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam (K.M.D.), Amsterdam, the Department of Radiology, Albert Schweitzer Hospital, Dordrecht (R.H.C.B.), the Department of Radiology and Nuclear Medicine, Maastricht University Medical Center, Maastricht, and the Department of Medical Imaging, Zuyderland Medical Center, Sittard-Geleen (M.B.I.L.), the Department of Radiology, Jeroen Bosch Hospital, 's-Hertogenbosch (M.D.F.J.), the Department of Radiology, Hospital Group Twente, Almelo (J.V.), and the Department of Public Health, Erasmus Medical Center, Rotterdam (H.J.K.) - all in the Netherlands; and the Department of Epidemiology and Biostatistics, School of Public Health, Faculty of Medicine, Imperial College London, London (P.H.M.P.)
| | - Wouter B Veldhuis
- From the Julius Center for Health Sciences and Primary Care (M.F.B., S.V.L., P.H.M.P., E.M.M., C.H.G.) and the Departments of Radiology (S.V.L., R.M.P., M.J.E., W.P.T.M.M., M.A.A.J.B., W.B.V.) and Pathology (P.J.D.), University Medical Center Utrecht, Utrecht University, Utrecht, the Dutch Expert Center for Screening (R.M.P.) and the Department of Radiology, Radboud University Nijmegen Medical Center (R.M.M., N.K.), Nijmegen, the Department of Radiology, Antoni van Leeuwenhoek Hospital (C.E.L.), and the Department of Radiology and Nuclear Medicine, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam (K.M.D.), Amsterdam, the Department of Radiology, Albert Schweitzer Hospital, Dordrecht (R.H.C.B.), the Department of Radiology and Nuclear Medicine, Maastricht University Medical Center, Maastricht, and the Department of Medical Imaging, Zuyderland Medical Center, Sittard-Geleen (M.B.I.L.), the Department of Radiology, Jeroen Bosch Hospital, 's-Hertogenbosch (M.D.F.J.), the Department of Radiology, Hospital Group Twente, Almelo (J.V.), and the Department of Public Health, Erasmus Medical Center, Rotterdam (H.J.K.) - all in the Netherlands; and the Department of Epidemiology and Biostatistics, School of Public Health, Faculty of Medicine, Imperial College London, London (P.H.M.P.)
| | - Carla H van Gils
- From the Julius Center for Health Sciences and Primary Care (M.F.B., S.V.L., P.H.M.P., E.M.M., C.H.G.) and the Departments of Radiology (S.V.L., R.M.P., M.J.E., W.P.T.M.M., M.A.A.J.B., W.B.V.) and Pathology (P.J.D.), University Medical Center Utrecht, Utrecht University, Utrecht, the Dutch Expert Center for Screening (R.M.P.) and the Department of Radiology, Radboud University Nijmegen Medical Center (R.M.M., N.K.), Nijmegen, the Department of Radiology, Antoni van Leeuwenhoek Hospital (C.E.L.), and the Department of Radiology and Nuclear Medicine, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam (K.M.D.), Amsterdam, the Department of Radiology, Albert Schweitzer Hospital, Dordrecht (R.H.C.B.), the Department of Radiology and Nuclear Medicine, Maastricht University Medical Center, Maastricht, and the Department of Medical Imaging, Zuyderland Medical Center, Sittard-Geleen (M.B.I.L.), the Department of Radiology, Jeroen Bosch Hospital, 's-Hertogenbosch (M.D.F.J.), the Department of Radiology, Hospital Group Twente, Almelo (J.V.), and the Department of Public Health, Erasmus Medical Center, Rotterdam (H.J.K.) - all in the Netherlands; and the Department of Epidemiology and Biostatistics, School of Public Health, Faculty of Medicine, Imperial College London, London (P.H.M.P.)
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Lachman JM, Heinrichs N, Jansen E, Brühl A, Taut D, Fang X, Gardner F, Hutchings J, Ward CL, Williams ME, Raleva M, Båban A, Lesco G, Foran HM. Preventing child mental health problems through parenting interventions in Southeastern Europe (RISE): Protocol for a multi-country cluster randomized factorial study. Contemp Clin Trials 2019; 86:105855. [PMID: 31669446 DOI: 10.1016/j.cct.2019.105855] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2019] [Revised: 10/12/2019] [Accepted: 10/12/2019] [Indexed: 11/25/2022]
Abstract
BACKGROUND Child mental health problems continue to be a major global concern, especially in low- and middle-income countries (LMICs). Parenting interventions have been shown to be effective for reducing child behavior problems in high-income countries, with emerging evidence supporting similar effects in LMICs. However, there remain substantial barriers to scaling up evidence-based interventions due to limited human and financial resources in such countries. METHODS This protocol is for a multi-center cluster randomized factorial trial of an evidence-based parenting intervention, Parenting for Lifelong Health for Young Children, for families with children ages 2-9 years with subclinical levels of behavior problems in three Southeastern European countries, Republic of Moldova, North Macedonia, and Romania (8 conditions, 48 clusters, 864 families, 108 per condition). The trial will test three intervention components: length (5 vs. 10 sessions), engagement (basic vs. enhanced package), and fidelity (on-demand vs. structured supervision). Primary outcomes are child aggressive behavior, dysfunctional parenting, and positive parenting. Analyses will examine the main effect and cost-effectiveness of each component, as well as potential interaction effects between components, in order to identify the most optimal combination of program components. DISCUSSION This study is the first factorial experiment of a parenting program in LMICs. Findings will inform the subsequent testing of the optimized program in a multisite randomized controlled trial in 2021. TRIAL REGISTRATION NCT03865485 registered in ClinicalTrials.gov on March 5, 2019.
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Affiliation(s)
- Jamie M Lachman
- Centre for Evidence-Based Intervention, Department of Social Policy and Intervention, University of Oxford, Oxford, UK; MRC/CSO Social and Public Health Sciences Unit, University of Glasgow, Glasgow, UK.
| | - Nina Heinrichs
- Department of Psychology, Clinical Psychology, and Psychotherapy, University of Bremen, Bremen, Germany
| | - Elena Jansen
- Institute for Psychology, Alpen-Adria-University Klagenfurt, Klagenfurt, Austria
| | - Antonia Brühl
- Department of Psychology, Clinical Psychology, and Psychotherapy, University of Bremen, Bremen, Germany
| | - Diana Taut
- Department of Psychology, Babeș-Bolyai University, Cluj-Napoca, Romania
| | - Xiangming Fang
- School of Public Health, Georgia State University, Atlanta, GA, USA
| | - Frances Gardner
- Centre for Evidence-Based Intervention, Department of Social Policy and Intervention, University of Oxford, Oxford, UK
| | - Judy Hutchings
- Centre for Evidence Based Early Intervention, School of Psychology, Bangor University, Bangor, UK
| | - Catherine L Ward
- Department of Psychology, University of Cape Town, Cape Town, South Africa
| | - Margiad Elen Williams
- Centre for Evidence Based Early Intervention, School of Psychology, Bangor University, Bangor, UK
| | - Marija Raleva
- Institute for Marriage, Family and Systemic Practice - ALTERNATIVA, Skopje, North Macedonia
| | - Adriana Båban
- Department of Psychology, Babeș-Bolyai University, Cluj-Napoca, Romania
| | - Galina Lesco
- Health for Youth Association, Chișinău, Republic of Moldova
| | - Heather M Foran
- Institute for Psychology, Alpen-Adria-University Klagenfurt, Klagenfurt, Austria
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Cook JA, Julious SA, Sones W, Hampson LV, Hewitt C, Berlin JA, Ashby D, Emsley R, Fergusson DA, Walters SJ, Wilson EC, MacLennan G, Stallard N, Rothwell JC, Bland M, Brown L, Ramsay CR, Cook A, Armstrong D, Altman D, Vale LD. Practical help for specifying the target difference in sample size calculations for RCTs: the DELTA 2 five-stage study, including a workshop. Health Technol Assess 2019; 23:1-88. [PMID: 31661431 PMCID: PMC6843113 DOI: 10.3310/hta23600] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
BACKGROUND The randomised controlled trial is widely considered to be the gold standard study for comparing the effectiveness of health interventions. Central to its design is a calculation of the number of participants needed (the sample size) for the trial. The sample size is typically calculated by specifying the magnitude of the difference in the primary outcome between the intervention effects for the population of interest. This difference is called the 'target difference' and should be appropriate for the principal estimand of interest and determined by the primary aim of the study. The target difference between treatments should be considered realistic and/or important by one or more key stakeholder groups. OBJECTIVE The objective of the report is to provide practical help on the choice of target difference used in the sample size calculation for a randomised controlled trial for researchers and funder representatives. METHODS The Difference ELicitation in TriAls2 (DELTA2) recommendations and advice were developed through a five-stage process, which included two literature reviews of existing funder guidance and recent methodological literature; a Delphi process to engage with a wider group of stakeholders; a 2-day workshop; and finalising the core document. RESULTS Advice is provided for definitive trials (Phase III/IV studies). Methods for choosing the target difference are reviewed. To aid those new to the topic, and to encourage better practice, 10 recommendations are made regarding choosing the target difference and undertaking a sample size calculation. Recommended reporting items for trial proposal, protocols and results papers under the conventional approach are also provided. Case studies reflecting different trial designs and covering different conditions are provided. Alternative trial designs and methods for choosing the sample size are also briefly considered. CONCLUSIONS Choosing an appropriate sample size is crucial if a study is to inform clinical practice. The number of patients recruited into the trial needs to be sufficient to answer the objectives; however, the number should not be higher than necessary to avoid unnecessary burden on patients and wasting precious resources. The choice of the target difference is a key part of this process under the conventional approach to sample size calculations. This document provides advice and recommendations to improve practice and reporting regarding this aspect of trial design. Future work could extend the work to address other less common approaches to the sample size calculations, particularly in terms of appropriate reporting items. FUNDING Funded by the Medical Research Council (MRC) UK and the National Institute for Health Research as part of the MRC-National Institute for Health Research Methodology Research programme.
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Affiliation(s)
- Jonathan A Cook
- Centre for Statistics in Medicine, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, UK
| | - Steven A Julious
- Medical Statistics Group, School of Health and Related Research, University of Sheffield, Sheffield, UK
| | - William Sones
- Centre for Statistics in Medicine, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, UK
| | - Lisa V Hampson
- Statistical Methodology and Consulting, Novartis Pharma AG, Basel, Switzerland
| | - Catherine Hewitt
- York Trials Unit, Department of Health Sciences, University of York, York, UK
| | | | - Deborah Ashby
- Imperial Clinical Trials Unit, Imperial College London, London, UK
| | - Richard Emsley
- Department of Biostatistics and Health Informatics, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Dean A Fergusson
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, ON, Canada
| | - Stephen J Walters
- Medical Statistics Group, School of Health and Related Research, University of Sheffield, Sheffield, UK
| | - Edward Cf Wilson
- Cambridge Centre for Health Services Research, Cambridge Clinical Trials Unit University of Cambridge, Cambridge, UK
- Health Economics Group, Norwich Medical School, University of East Anglia, Norwich, UK
| | - Graeme MacLennan
- Centre for Healthcare Randomised Trials, University of Aberdeen, Aberdeen, UK
| | - Nigel Stallard
- Warwick Medical School, Statistics and Epidemiology, University of Warwick, Coventry, UK
| | - Joanne C Rothwell
- Medical Statistics Group, School of Health and Related Research, University of Sheffield, Sheffield, UK
| | - Martin Bland
- Department of Health Sciences, University of York, York, UK
| | - Louise Brown
- MRC Clinical Trials Unit, Institute of Clinical Trials and Methodology, University College London, London, UK
| | - Craig R Ramsay
- Health Services Research Unit, University of Aberdeen, Aberdeen, UK
| | - Andrew Cook
- Wessex Institute, University of Southampton, Southampton, UK
| | - David Armstrong
- School of Population Health and Environmental Sciences, King's College London, London, UK
| | - Douglas Altman
- Centre for Statistics in Medicine, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, UK
| | - Luke D Vale
- Health Economics Group, Institute of Health & Society, Newcastle University, Newcastle upon Tyne, UK
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Robson EK, Kamper SJ, Davidson S, Viana da Silva P, Williams A, Hodder RK, Lee H, Hall A, Gleadhill C, Williams CM. Healthy Lifestyle Program (HeLP) for low back pain: protocol for a randomised controlled trial. BMJ Open 2019; 9:e029290. [PMID: 31481555 PMCID: PMC6731930 DOI: 10.1136/bmjopen-2019-029290] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/12/2023] Open
Abstract
INTRODUCTION Low back pain is one of the most common and burdensome chronic conditions worldwide. Lifestyle factors, such as excess weight, physical inactivity, poor diet and smoking, are linked to low back pain chronicity and disability. There are few high-quality randomised controlled trials that investigate the effects of targeting lifestyle risk factors in people with chronic low back pain. METHODS AND ANALYSIS The aim of this study is to determine the effectiveness of a Healthy Lifestyle Program (HeLP) for low back pain targeting weight, physical activity, diet and smoking to reduce disability in patients with chronic low back pain compared with usual care. This is a randomised controlled trial, with participants stratified by body mass index, allocated 1:1 to the HeLP intervention or usual physiotherapy care. HeLP involves three main components: (1) clinical consultations with a physiotherapist and dietitian; (2) educational resources; and (3) telephone-based health coaching support for lifestyle risk factors. The primary outcome is disability (Roland Morris Disability Questionnaire) at 26 weeks. Secondary outcomes include pain intensity, weight, quality of life and smoking status. Data will be collected at baseline, and at weeks 6, 12, 26 and 52. Patients with chronic low back pain who have at least one health risk factor (are overweight or obese, are smokers and have inadequate physical activity or fruit and vegetable consumption) will be recruited from primary or secondary care, or the community. Primary outcome data will be analysed by intention to treat using linear mixed-effects regression models. We will conduct three supplementary analyses: causal mediation analysis, complier average causal effects analysis and economic analysis. ETHICS AND DISSEMINATION This study was approved by the Hunter New England Research Ethics Committee (Approval No 17/02/15/4.05), and the University of Newcastle Human Research Ethics Committee (Ref No H-2017-0222). Outcomes of this trial and supplementary analyses will be disseminated through publications in peer-reviewed journals and conference presentations. TRIAL REGISTRATION NUMBER ACTRN12617001288314.
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Affiliation(s)
- Emma K Robson
- School of Medicine and Public Health, Hunter Medical Research Institute, The University of Newcastle, Callaghan, Newcastle, Australia
- Hunter New England Population Health, Wallsend, New South Wales, Australia
- Centre for Pain, Health and Lifestyle, Sydney, New South Wales, Australia
| | - Steven J Kamper
- Centre for Pain, Health and Lifestyle, Sydney, New South Wales, Australia
- School of Public Health, University of Sydney, Sydney, New South Wales, Australia
| | - Simon Davidson
- School of Medicine and Public Health, Hunter Medical Research Institute, The University of Newcastle, Callaghan, Newcastle, Australia
- Hunter New England Population Health, Wallsend, New South Wales, Australia
- Centre for Pain, Health and Lifestyle, Sydney, New South Wales, Australia
| | - Priscilla Viana da Silva
- School of Medicine and Public Health, Hunter Medical Research Institute, The University of Newcastle, Callaghan, Newcastle, Australia
- Hunter New England Population Health, Wallsend, New South Wales, Australia
- Centre for Pain, Health and Lifestyle, Sydney, New South Wales, Australia
| | - Amanda Williams
- School of Medicine and Public Health, Hunter Medical Research Institute, The University of Newcastle, Callaghan, Newcastle, Australia
- Hunter New England Population Health, Wallsend, New South Wales, Australia
- Centre for Pain, Health and Lifestyle, Sydney, New South Wales, Australia
| | - Rebecca K Hodder
- School of Medicine and Public Health, Hunter Medical Research Institute, The University of Newcastle, Callaghan, Newcastle, Australia
- Hunter New England Population Health, Wallsend, New South Wales, Australia
| | - Hopin Lee
- School of Medicine and Public Health, Hunter Medical Research Institute, The University of Newcastle, Callaghan, Newcastle, Australia
- Centre for Pain, Health and Lifestyle, Sydney, New South Wales, Australia
- Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford Nuffield, Oxford, UK
| | - Alix Hall
- School of Medicine and Public Health, Hunter Medical Research Institute, The University of Newcastle, Callaghan, Newcastle, Australia
| | - Connor Gleadhill
- School of Medicine and Public Health, Hunter Medical Research Institute, The University of Newcastle, Callaghan, Newcastle, Australia
- Hunter New England Population Health, Wallsend, New South Wales, Australia
- Centre for Pain, Health and Lifestyle, Sydney, New South Wales, Australia
| | - Christopher M Williams
- School of Medicine and Public Health, Hunter Medical Research Institute, The University of Newcastle, Callaghan, Newcastle, Australia
- Hunter New England Population Health, Wallsend, New South Wales, Australia
- Centre for Pain, Health and Lifestyle, Sydney, New South Wales, Australia
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Barker KL, Newman M, Stallard N, Leal J, Minns Lowe C, Javaid MK, Noufaily A, Adhikari A, Hughes T, Smith DJ, Gandhi V, Cooper C, Lamb SE. Exercise or manual physiotherapy compared with a single session of physiotherapy for osteoporotic vertebral fracture: three-arm PROVE RCT. Health Technol Assess 2019; 23:1-318. [PMID: 31456562 DOI: 10.3310/hta23440] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND A total of 25,000 people in the UK have osteoporotic vertebral fracture (OVF). Evidence suggests that physiotherapy may have an important treatment role. OBJECTIVE The objective was to investigate the clinical effectiveness and cost-effectiveness of two different physiotherapy programmes for people with OVF compared with a single physiotherapy session. DESIGN This was a prospective, adaptive, multicentre, assessor-blinded randomised controlled trial (RCT) with nested qualitative and health economic studies. SETTING This trial was based in 21 NHS physiotherapy departments. PARTICIPANTS The participants were people with symptomatic OVF. INTERVENTIONS Seven sessions of either manual outpatient physiotherapy or exercise outpatient physiotherapy compared with the best practice of a 1-hour single session of physiotherapy (SSPT). MAIN OUTCOME MEASURES Outcomes were measured at 4 and 12 months. The primary outcomes were quality of life and muscle endurance, which were measured by the disease-specific QUALEFFO-41 (Quality of Life Questionnaire of the European Foundation for Osteoporosis - 41 items) and timed loaded standing (TLS) test, respectively. Secondary outcomes were (1) thoracic kyphosis angle, (2) balance, evaluated via the functional reach test (FRT), and (3) physical function, assessed via the Short Physical Performance Battery (SPPB), 6-minute walk test (6MWT), Physical Activity Scale for the Elderly, a health resource use and falls diary, and the EuroQol-5 Dimensions, five-level version. RESULTS A total of 615 participants were enrolled, with 216, 203 and 196 randomised by a computer-generated program to exercise therapy, manual therapy and a SSPT, respectively. Baseline data were available for 613 participants, 531 (86.6%) of whom were women; the mean age of these participants was 72.14 years (standard deviation 9.09 years). Primary outcome data were obtained for 69% of participants (429/615) at 12 months: 175 in the exercise therapy arm, 181 in the manual therapy arm and 173 in the SSPT arm. Interim analysis met the criteria for all arms to remain in the study. For the primary outcomes at 12 months, there were no significant benefits over SSPT of exercise [QUALEFFO-41, difference -0.23 points, 95% confidence interval (CI) -3.20 to 1.59 points; p = 1.000; and TLS test, difference 5.77 seconds, 95% CI -4.85 to 20.46 seconds; p = 0.437] or of manual therapy (QUALEFFO-41, difference 1.35 points, 95% CI -1.76 to 2.93 points; p = 0.744; TLS test, difference 9.69 seconds (95% CI 0.09 to 24.86 seconds; p = 0.335). At 4 months, there were significant gains for both manual therapy and exercise therapy over SSPT in the TLS test in participants aged < 70 years. Exercise therapy was superior to a SSPT at 4 months in the SPPB, FRT and 6MWT and manual therapy was superior to a SSPT at 4 months in the TLS test and FRT. Neither manual therapy nor exercise therapy was cost-effective relative to a SSPT using the threshold of £20,000 per quality-adjusted life-year. There were no treatment-related serious adverse events. CONCLUSIONS This is the largest RCT to date assessing physiotherapy in participants with OVFs. At 1 year, neither treatment intervention conferred more benefit than a single 1-hour physiotherapy advice session. The focus of future work should be on the intensity and duration of interventions to determine if changes to these would demonstrate more sustained effects. TRIAL REGISTRATION Current Controlled Trials ISRCTN49117867. FUNDING This project was funded by the National Institute for Health Research (NIHR) Health Technology Assessment programme and will be published in full in Health Technology Assessment; Vol. 23, No. 44. See the NIHR Journals Library website for further project information.
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Affiliation(s)
- Karen L Barker
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, UK.,Physiotherapy Research Unit, Nuffield Orthopaedic Centre, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
| | - Meredith Newman
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, UK.,Physiotherapy Research Unit, Nuffield Orthopaedic Centre, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
| | - Nigel Stallard
- Division of Health Sciences, Warwick Medical School, University of Warwick, Coventry, UK
| | - Jose Leal
- Health Economics Research Centre, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Catherine Minns Lowe
- Physiotherapy Research Unit, Nuffield Orthopaedic Centre, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
| | - Muhammad K Javaid
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, UK
| | - Angela Noufaily
- Division of Health Sciences, Warwick Medical School, University of Warwick, Coventry, UK
| | - Anish Adhikari
- Health Economics Research Centre, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Tamsin Hughes
- Physiotherapy Research Unit, Nuffield Orthopaedic Centre, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
| | - David J Smith
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, UK
| | - Varsha Gandhi
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, UK
| | - Cyrus Cooper
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, UK
| | - Sarah E Lamb
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, UK
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Marian IR, Costa ML, Dutton SJ. Cast versus functional brace in the rehabilitation of patients with a rupture of the Achilles tendon: statistical analysis plan for the UK study of tendo Achilles rehabilitation (UK STAR) multi-centre randomised controlled trial. Trials 2019; 20:311. [PMID: 31146789 PMCID: PMC6543647 DOI: 10.1186/s13063-019-3380-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2018] [Accepted: 04/24/2019] [Indexed: 11/25/2022] Open
Abstract
Background The incidence of Achilles tendon rupture in the UK is increasing and the best rehabilitation strategy for patients treated non-operatively remains unclear. We describe a statistical analysis plan (SAP) for the UK study of tendo Achilles rehabilitation (UK STAR) multi-centre randomised trial. Methods/design UK STAR is a 1:1, multi-centre, parallel, two-arm, superiority randomised controlled trial. This study aims to evaluate the use of functional bracing compared to plaster cast for the management of acute Achilles tendon rupture in adult patients treated non-operatively. The primary outcome is the Achilles Tendon Rupture Score measured at 9 months after injury and will be estimated based on a linear mixed effects regression model adjusted for the stratification factor (centre) and other key prognostic variables. Secondary outcomes include complications, quality of life and resource use evaluated at 8 weeks and at 3, 6 and 9 months after the injury. Missing data will be summarised and reported by treatment arm. Full details of the planned analysis methods are described in this paper. Further study design details are published in the UK STAR protocol. Discussion The planned statistical analyses for UK STAR aim to reduce the risk of outcome reporting bias arising from prior data knowledge. Any changes or deviations from the current SAP will be described and justified in the final study report. Trial registration International Standard Randomised Controlled Trial Number Registry, ISRCTN62639639. Registered on 22 June 2016.
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Affiliation(s)
- Ioana R Marian
- Oxford Clinical Trials Research Unit, Centre for Statistics in Medicine, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Windmill Road, Oxford, OX3 7LD, UK.
| | - Matthew L Costa
- Oxford Trauma, Nuffield Department of Orthopaedics, Rheumatology, and Musculoskeletal Sciences, University of Oxford, The Kadoorie Centre, John Radcliffe Hospital, Oxford, OX3 9DU, UK
| | - Susan J Dutton
- Oxford Clinical Trials Research Unit, Centre for Statistics in Medicine, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Windmill Road, Oxford, OX3 7LD, UK
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Kessler D, Burns A, Tallon D, Lewis G, MacNeill S, Round J, Hollingworth W, Chew-Graham C, Anderson I, Campbell J, Dickens C, Macleod U, Gilbody S, Davies S, Peters TJ, Wiles N. Combining mirtazapine with SSRIs or SNRIs for treatment-resistant depression: the MIR RCT. Health Technol Assess 2019; 22:1-136. [PMID: 30468145 DOI: 10.3310/hta22630] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Abstract
BACKGROUND Depression is usually managed in primary care and antidepressants are often the first-line treatment, but only half of those treated respond to a single antidepressant. OBJECTIVES To investigate whether or not combining mirtazapine with serotonin-noradrenaline reuptake inhibitor (SNRI) or selective serotonin reuptake inhibitor (SSRI) antidepressants results in better patient outcomes and more efficient NHS care than SNRI or SSRI therapy alone in treatment-resistant depression (TRD). DESIGN The MIR trial was a two-parallel-group, multicentre, pragmatic, placebo-controlled randomised trial with allocation at the level of the individual. SETTING Participants were recruited from primary care in Bristol, Exeter, Hull/York and Manchester/Keele. PARTICIPANTS Eligible participants were aged ≥ 18 years; were taking a SSRI or a SNRI antidepressant for at least 6 weeks at an adequate dose; scored ≥ 14 points on the Beck Depression Inventory-II (BDI-II); were adherent to medication; and met the International Statistical Classification of Diseases and Related Health Problems, Tenth Revision, criteria for depression. INTERVENTIONS Participants were randomised using a computer-generated code to either oral mirtazapine or a matched placebo, starting at a dose of 15 mg daily for 2 weeks and increasing to 30 mg daily for up to 12 months, in addition to their usual antidepressant. Participants, their general practitioners (GPs) and the research team were blind to the allocation. MAIN OUTCOME MEASURES The primary outcome was depression symptoms at 12 weeks post randomisation compared with baseline, measured as a continuous variable using the BDI-II. Secondary outcomes (at 12, 24 and 52 weeks) included response, remission of depression, change in anxiety symptoms, adverse events (AEs), quality of life, adherence to medication, health and social care use and cost-effectiveness. Outcomes were analysed on an intention-to-treat basis. A qualitative study explored patients' views and experiences of managing depression and GPs' views on prescribing a second antidepressant. RESULTS There were 480 patients randomised to the trial (mirtazapine and usual care, n = 241; placebo and usual care, n = 239), of whom 431 patients (89.8%) were followed up at 12 weeks. BDI-II scores at 12 weeks were lower in the mirtazapine group than the placebo group after adjustment for baseline BDI-II score and minimisation and stratification variables [difference -1.83 points, 95% confidence interval (CI) -3.92 to 0.27 points; p = 0.087]. This was smaller than the minimum clinically important difference and the CI included the null. The difference became smaller at subsequent time points (24 weeks: -0.85 points, 95% CI -3.12 to 1.43 points; 12 months: 0.17 points, 95% CI -2.13 to 2.46 points). More participants in the mirtazapine group withdrew from the trial medication, citing mild AEs (46 vs. 9 participants). CONCLUSIONS This study did not find convincing evidence of a clinically important benefit for mirtazapine in addition to a SSRI or a SNRI antidepressant over placebo in primary care patients with TRD. There was no evidence that the addition of mirtazapine was a cost-effective use of NHS resources. GPs and patients were concerned about adding an additional antidepressant. LIMITATIONS Voluntary unblinding for participants after the primary outcome at 12 weeks made interpretation of longer-term outcomes more difficult. FUTURE WORK Treatment-resistant depression remains an area of important, unmet need, with limited evidence of effective treatments. Promising interventions include augmentation with atypical antipsychotics and treatment using transcranial magnetic stimulation. TRIAL REGISTRATION Current Controlled Trials ISRCTN06653773; EudraCT number 2012-000090-23. FUNDING This project was funded by the NIHR Health Technology Assessment programme and will be published in full in Health Technology Assessment; Vol. 22, No. 63. See the NIHR Journals Library website for further project information.
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Affiliation(s)
- David Kessler
- Centre for Academic Mental Health, School of Social and Community Medicine, University of Bristol, Bristol, UK
| | - Alison Burns
- Centre for Academic Mental Health, School of Social and Community Medicine, University of Bristol, Bristol, UK
| | - Debbie Tallon
- Centre for Academic Mental Health, School of Social and Community Medicine, University of Bristol, Bristol, UK
| | - Glyn Lewis
- Mental Health Services Unit, University College London, London, UK
| | - Stephanie MacNeill
- Bristol Randomised Trials Collaboration, School of Social and Community Medicine, University of Bristol, Bristol, UK
| | - Jeff Round
- Centre for Academic Primary Care, School of Social and Community Medicine, University of Bristol, Bristol, UK
| | - William Hollingworth
- Centre for Academic Primary Care, School of Social and Community Medicine, University of Bristol, Bristol, UK
| | - Carolyn Chew-Graham
- Research Institute for Primary Care and Health Sciences, Keele University, Keele, UK
| | - Ian Anderson
- Neuroscience and Psychiatry Unit, University of Manchester, Manchester Academic Health Science Centre, Manchester, UK
| | | | | | - Una Macleod
- Hull York Medical School, University of Hull, Hull, UK
| | - Simon Gilbody
- Mental Health Research Group, University of York, York, UK
| | - Simon Davies
- Centre for Addiction and Mental Health, Toronto, ON, Canada
| | - Tim J Peters
- School of Clinical Sciences, University of Bristol, Bristol, UK
| | - Nicola Wiles
- Centre for Academic Mental Health, School of Social and Community Medicine, University of Bristol, Bristol, UK
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49
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Mostazir M, Taylor RS, Henley W, Watkins E. An overview of statistical methods for handling nonadherence to intervention protocol in randomized control trials: a methodological review. J Clin Epidemiol 2019; 108:121-131. [DOI: 10.1016/j.jclinepi.2018.12.002] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2018] [Revised: 10/29/2018] [Accepted: 12/04/2018] [Indexed: 11/24/2022]
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50
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Hwang ES, Hyslop T, Lynch T, Frank E, Pinto D, Basila D, Collyar D, Bennett A, Kaplan C, Rosenberg S, Thompson A, Weiss A, Partridge A. The COMET (Comparison of Operative versus Monitoring and Endocrine Therapy) trial: a phase III randomised controlled clinical trial for low-risk ductal carcinoma in situ (DCIS). BMJ Open 2019; 9:e026797. [PMID: 30862637 PMCID: PMC6429899 DOI: 10.1136/bmjopen-2018-026797] [Citation(s) in RCA: 188] [Impact Index Per Article: 37.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
INTRODUCTION Ductal carcinoma in situ (DCIS) is a non-invasive non-obligate precursor of invasive breast cancer. With guideline concordant care (GCC), DCIS outcomes are at least as favourable as some other early stage cancer types such as prostate cancer, for which active surveillance (AS) is a standard of care option. However, AS has not yet been tested in relation to DCIS. The goal of the COMET (Comparison of Operative versus Monitoring and Endocrine Therapy) trial for low-risk DCIS is to gather evidence to help future patients consider the range of treatment choices for low-risk DCIS, from standard therapies to AS. The trial will determine whether there may be some women who do not substantially benefit from current GCC and who could thus be safely managed with AS. This protocol is version 5 (11 July 2018). Any future protocol amendments will be submitted to Quorum Centralised Institutional Review Board/local institutional review boards for approval via the sponsor of the study (Alliance Foundation Trials). METHODS AND ANALYSIS COMET is a phase III, randomised controlled clinical trial for patients with low-risk DCIS. The primary outcome is ipsilateral invasive breast cancer rate in women undergoing GCC compared with AS. Secondary objectives will be to compare surgical, oncological and patient-reported outcomes. Patients randomised to the GCC group will undergo surgery as well as radiotherapy when appropriate; those in the AS group will be monitored closely with surgery only on identification of invasive breast cancer. Patients in both the GCC and AS groups will have the option of endocrine therapy. The total planned accrual goal is 1200 patients. ETHICS AND DISSEMINATION The COMET trial will be subject to biannual formal review at the Alliance Foundation Data Safety Monitoring Board meetings. Interim analyses for futility/safety will be completed annually, with reporting following Consolidated Standards of Reporting Trials (CONSORT) guidelines for non-inferiority trials. TRIAL REGISTRATION NUMBER NCT02926911; Pre-results.
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Affiliation(s)
- E Shelley Hwang
- Department of Surgery, Division of Surgical Oncology, Duke University, Durham, North Carolina, USA
| | - Terry Hyslop
- Department of Biostatistics and Bioinformatics, Duke University, Durham, North Carolina, USA
| | - Thomas Lynch
- Department of Surgery, Division of Surgical Oncology, Duke University, Durham, North Carolina, USA
| | | | | | | | | | - Antonia Bennett
- Department of Health Policy and Management, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Celia Kaplan
- Department of Medicine, University of California, San Francisco, California, USA
| | - Shoshana Rosenberg
- Department of Medicine, Brigham and Women’s Hospital, Dana Farber Cancer Institute, Boston, Massachusetts, USA
| | - Alastair Thompson
- Department of Breast Surgery, Division of Surgical Oncology, Baylor College of Medicine, Houston, Texas, USA
| | - Anna Weiss
- Alliance Foundation Trials, Boston, Massachusetts, USA
| | - Ann Partridge
- Department of Medicine, Brigham and Women’s Hospital, Dana Farber Cancer Institute, Boston, Massachusetts, USA
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