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Acera Mateos P, J Sethi A, Ravindran A, Srivastava A, Woodward K, Mahmud S, Kanchi M, Guarnacci M, Xu J, W S Yuen Z, Zhou Y, Sneddon A, Hamilton W, Gao J, M Starrs L, Hayashi R, Wickramasinghe V, Zarnack K, Preiss T, Burgio G, Dehorter N, E Shirokikh N, Eyras E. Prediction of m6A and m5C at single-molecule resolution reveals a transcriptome-wide co-occurrence of RNA modifications. Nat Commun 2024; 15:3899. [PMID: 38724548 PMCID: PMC11082244 DOI: 10.1038/s41467-024-47953-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2024] [Accepted: 04/15/2024] [Indexed: 05/12/2024] Open
Abstract
The epitranscriptome embodies many new and largely unexplored functions of RNA. A significant roadblock hindering progress in epitranscriptomics is the identification of more than one modification in individual transcript molecules. We address this with CHEUI (CH3 (methylation) Estimation Using Ionic current). CHEUI predicts N6-methyladenosine (m6A) and 5-methylcytosine (m5C) in individual molecules from the same sample, the stoichiometry at transcript reference sites, and differential methylation between any two conditions. CHEUI processes observed and expected nanopore direct RNA sequencing signals to achieve high single-molecule, transcript-site, and stoichiometry accuracies in multiple tests using synthetic RNA standards and cell line data. CHEUI's capability to identify two modification types in the same sample reveals a co-occurrence of m6A and m5C in individual mRNAs in cell line and tissue transcriptomes. CHEUI provides new avenues to discover and study the function of the epitranscriptome.
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Affiliation(s)
- P Acera Mateos
- EMBL Australia Partner Laboratory Network at the Australian National University, Canberra, ACT, 2601, Australia
- The Shine-Dalgarno Centre for RNA Innovation, The John Curtin School of Medical Research, Australian National University, Canberra, ACT, 2601, Australia
- The Centre for Computational Biomedical Sciences, The John Curtin School of Medical Research, Australian National University, Canberra, ACT, 2601, Australia
| | - A J Sethi
- EMBL Australia Partner Laboratory Network at the Australian National University, Canberra, ACT, 2601, Australia
- The Shine-Dalgarno Centre for RNA Innovation, The John Curtin School of Medical Research, Australian National University, Canberra, ACT, 2601, Australia
- The Centre for Computational Biomedical Sciences, The John Curtin School of Medical Research, Australian National University, Canberra, ACT, 2601, Australia
| | - A Ravindran
- EMBL Australia Partner Laboratory Network at the Australian National University, Canberra, ACT, 2601, Australia
- The Shine-Dalgarno Centre for RNA Innovation, The John Curtin School of Medical Research, Australian National University, Canberra, ACT, 2601, Australia
- The Centre for Computational Biomedical Sciences, The John Curtin School of Medical Research, Australian National University, Canberra, ACT, 2601, Australia
| | - A Srivastava
- EMBL Australia Partner Laboratory Network at the Australian National University, Canberra, ACT, 2601, Australia
- The Shine-Dalgarno Centre for RNA Innovation, The John Curtin School of Medical Research, Australian National University, Canberra, ACT, 2601, Australia
- The Centre for Computational Biomedical Sciences, The John Curtin School of Medical Research, Australian National University, Canberra, ACT, 2601, Australia
| | - K Woodward
- The Shine-Dalgarno Centre for RNA Innovation, The John Curtin School of Medical Research, Australian National University, Canberra, ACT, 2601, Australia
| | - S Mahmud
- The Shine-Dalgarno Centre for RNA Innovation, The John Curtin School of Medical Research, Australian National University, Canberra, ACT, 2601, Australia
| | - M Kanchi
- The Shine-Dalgarno Centre for RNA Innovation, The John Curtin School of Medical Research, Australian National University, Canberra, ACT, 2601, Australia
| | - M Guarnacci
- The Shine-Dalgarno Centre for RNA Innovation, The John Curtin School of Medical Research, Australian National University, Canberra, ACT, 2601, Australia
| | - J Xu
- EMBL Australia Partner Laboratory Network at the Australian National University, Canberra, ACT, 2601, Australia
| | - Z W S Yuen
- EMBL Australia Partner Laboratory Network at the Australian National University, Canberra, ACT, 2601, Australia
- The Shine-Dalgarno Centre for RNA Innovation, The John Curtin School of Medical Research, Australian National University, Canberra, ACT, 2601, Australia
- The Centre for Computational Biomedical Sciences, The John Curtin School of Medical Research, Australian National University, Canberra, ACT, 2601, Australia
| | - Y Zhou
- Buchmann Institute for Molecular Life Sciences (BMLS) & Faculty of Biological Sciences, Goethe University Frankfurt, 60438, Frankfurt am Main, Germany
| | - A Sneddon
- EMBL Australia Partner Laboratory Network at the Australian National University, Canberra, ACT, 2601, Australia
- The Shine-Dalgarno Centre for RNA Innovation, The John Curtin School of Medical Research, Australian National University, Canberra, ACT, 2601, Australia
- The Centre for Computational Biomedical Sciences, The John Curtin School of Medical Research, Australian National University, Canberra, ACT, 2601, Australia
| | - W Hamilton
- Peter MacCallum Cancer Centre, Melbourne, VIC, 3052, Australia
| | - J Gao
- The Shine-Dalgarno Centre for RNA Innovation, The John Curtin School of Medical Research, Australian National University, Canberra, ACT, 2601, Australia
| | - L M Starrs
- The Shine-Dalgarno Centre for RNA Innovation, The John Curtin School of Medical Research, Australian National University, Canberra, ACT, 2601, Australia
| | - R Hayashi
- The Shine-Dalgarno Centre for RNA Innovation, The John Curtin School of Medical Research, Australian National University, Canberra, ACT, 2601, Australia
| | | | - K Zarnack
- Buchmann Institute for Molecular Life Sciences (BMLS) & Faculty of Biological Sciences, Goethe University Frankfurt, 60438, Frankfurt am Main, Germany
| | - T Preiss
- The Shine-Dalgarno Centre for RNA Innovation, The John Curtin School of Medical Research, Australian National University, Canberra, ACT, 2601, Australia
- Victor Chang Cardiac Research Institute, Sydney, NSW, 2010, Australia
| | - G Burgio
- The Shine-Dalgarno Centre for RNA Innovation, The John Curtin School of Medical Research, Australian National University, Canberra, ACT, 2601, Australia
- The Centre for Computational Biomedical Sciences, The John Curtin School of Medical Research, Australian National University, Canberra, ACT, 2601, Australia
| | - N Dehorter
- The Eccles Institute of Neuroscience, The John Curtin School of Medical Research, Australian National University, Canberra, ACT, 2601, Australia
- The Queensland Brain Institute, The University of Queensland, Brisbane, QLD, 4072, Australia
| | - N E Shirokikh
- The Shine-Dalgarno Centre for RNA Innovation, The John Curtin School of Medical Research, Australian National University, Canberra, ACT, 2601, Australia.
| | - E Eyras
- EMBL Australia Partner Laboratory Network at the Australian National University, Canberra, ACT, 2601, Australia.
- The Shine-Dalgarno Centre for RNA Innovation, The John Curtin School of Medical Research, Australian National University, Canberra, ACT, 2601, Australia.
- The Centre for Computational Biomedical Sciences, The John Curtin School of Medical Research, Australian National University, Canberra, ACT, 2601, Australia.
- Catalan Institution for Research and Advanced Studies (ICREA), 08010, Barcelona, Spain.
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Hamilton W. Leukaemia diagnosis and primary care. Br J Gen Pract 2024; 74:54-55. [PMID: 38272696 PMCID: PMC10824351 DOI: 10.3399/bjgp24x736149] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2024] Open
Affiliation(s)
- William Hamilton
- Department of Health and Community Sciences, University of Exeter, Exeter
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Nankervis H, Huntley A, Whiting P, Hamilton W, Singh H, Dawson S, Sprackman J, Ferguson Montague A, Watson J. Blood test result communication in primary care: mixed-methods systematic review protocol. BJGP Open 2023; 7:BJGPO.2023.0105. [PMID: 37407088 DOI: 10.3399/bjgpo.2023.0105] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2023] [Revised: 06/06/2023] [Accepted: 06/19/2023] [Indexed: 07/07/2023] Open
Abstract
BACKGROUND After testing, ensuring test results are communicated and actioned is important for patient safety, with failure or delay in diagnosis the most common cause of malpractice claims in primary care worldwide. Identifying interventions to improve test communication from the decision to test through to sharing of results has important implications for patient safety, GP workload, and patient engagement. AIM To assess the factors around communication of blood test results between primary care providers (for example GPs, nurses, reception staff) and their patients and carers. DESIGN & SETTING A mixed methods systematic review including primary studies involving communication of blood test results in primary care. METHOD The review will use a segregated convergent synthesis method. Qualitative information will be synthesised using a meta-aggregative approach, and quantitative data will be meta-analysed or synthesised if pooling of studies is appropriate and data are available. If not, data will be presented in tabular and descriptive summary form. CONCLUSION This review has the potential to provide conclusions about blood test result communication interventions and factors important to stakeholders, including barriers and facilitators to improved communication.
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Hamilton W, Philippe C, Hospedales J, Dresser C, Colebrooke B, Hamacher N, Humphrey K, Sorensen C. Building capacity of healthcare professionals and community members to address climate and health threats in The Bahamas: Analysis of a green climate fund pilot workshop. Dialogues Health 2023; 3:100141. [PMID: 38515799 PMCID: PMC10954005 DOI: 10.1016/j.dialog.2023.100141] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/12/2023] [Revised: 06/08/2023] [Accepted: 06/09/2023] [Indexed: 03/23/2024]
Abstract
Climate change is a preeminent threat to health and health systems in The Bahamas. Climate and health resilience depends upon a knowledgeable and coordinated healthcare system and workforce that is highly connected and coordinated with a knowledgeable and empowered community. We present the methodology and results of a novel educational workshop, designed to increase the knowledge and awareness of health care professionals and community members with the goal of empowering them to engage in climate mitigation and adaptation strategies. Following the training, participants demonstrated increased knowledge of the causes of climate change, health exposures, climate-sensitive diseases, and vulnerable populations relevant to The Bahamas. Further, participants reported high levels of willingness and readiness to tackle climate change and its health consequences. Results from this workshop suggest that such a model may serve as a guide for building grass-roots resilience in communities worldwide.
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Affiliation(s)
| | | | | | - Caleb Dresser
- Department of Emergency Medicine, Beth Israel Deaconess Medical Center and Harvard Medical School, United States of America
| | | | - Nicola Hamacher
- Global Consortium on Climate and Health Education, Columbia University, United States of America
| | | | - Cecilia Sorensen
- Global Consortium on Climate and Health Education, Columbia University, United States of America
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, United States of America
- Department of Emergency Medicine, Columbia Irving Medical Center, United States of America
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Logan RPH, Hamilton W. Editorial: Less is more for colorectal cancer diagnosis - FIT leads the way. Aliment Pharmacol Ther 2023; 58:725-726. [PMID: 37702032 DOI: 10.1111/apt.17662] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 09/14/2023]
Abstract
LINKED CONTENTThis article is linked to Crooks et al paper. To view this article, visit https://doi.org/10.1111/apt.17632
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Hamilton W, Bailey SER. Colorectal cancer in symptomatic patients: How to improve the diagnostic pathway. Best Pract Res Clin Gastroenterol 2023; 66:101842. [PMID: 37852715 DOI: 10.1016/j.bpg.2023.101842] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/01/2023] [Revised: 05/23/2023] [Accepted: 06/04/2023] [Indexed: 10/20/2023]
Abstract
Even in countries with national screening programmes for colorectal cancer, most cancers are identified after the patient has developed symptoms. The patients present these symptoms usually to primary care, or in some countries to specialist care. In either healthcare setting, the clinician has to consider cancer to be a possibility, then to perform triage investigations, followed by definitive investigation, usually by colonoscopy. This apparently simple pathway is not simple: most symptoms of colorectal cancer are more likely to represent benign disease than cancer, and each of these stages represents selection of patients into a higher-risk pool. This article summarises a symptom-based approach to selection and initial investigation of such patients in primary care. Some special groups need particular attention, including the younger patient, those with an inherited predisposition to cancer, and those with co-morbidities.
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Affiliation(s)
- William Hamilton
- University of Exeter, College House, St. Luke's Campus, Magdalen Road, Exeter, EX1 1SR, UK.
| | - Sarah E R Bailey
- University of Exeter, College House, St. Luke's Campus, Magdalen Road, Exeter, EX1 1SR, UK
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Hampton JS, Kenny RP, Rees CJ, Hamilton W, Eastaugh C, Richmond C, Sharp L. The performance of FIT-based and other risk prediction models for colorectal neoplasia in symptomatic patients: a systematic review. EClinicalMedicine 2023; 64:102204. [PMID: 37781155 PMCID: PMC10541467 DOI: 10.1016/j.eclinm.2023.102204] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/22/2023] [Revised: 08/21/2023] [Accepted: 08/28/2023] [Indexed: 10/03/2023] Open
Abstract
Background Colorectal cancer (CRC) incidence and mortality are increasing internationally. Endoscopy services are under significant pressure with many overwhelmed. Faecal immunochemical testing (FIT) has been advocated to identify a high-risk population of symptomatic patients requiring definitive investigation by colonoscopy. Combining FIT with other factors in a risk prediction model could further improve performance in identifying those requiring investigation most urgently. We systematically reviewed performance of models predicting risk of CRC and/or advanced colorectal polyps (ACP) in symptomatic patients, with a particular focus on those models including FIT. Methods The review protocol was published on PROSPERO (CRD42022314710). Searches were conducted from database inception to April 2023 in MEDLINE, EMBASE, Cochrane libraries, SCOPUS and CINAHL. Risk of bias of each study was assessed using The Prediction study Risk Of Bias Assessment Tool. A narrative synthesis based on the guidelines for Synthesis Without Meta-Analysis was performed due to study heterogeneity. Findings We included 62 studies; 23 included FIT (n = 22) or guaiac Faecal Occult Blood Testing (n = 1) combined with one or more other variables. Twenty-one studies were conducted solely in primary care. Generally, prediction models including FIT consistently had good discriminatory ability for CRC/ACP (i.e. AUC >0.8) and performed better than models without FIT although some models without FIT also performed well. However, many studies did not present calibration and internal and external validation were limited. Two studies were rated as low risk of bias; neither model included FIT. Interpretation Risk prediction models, including and not including FIT, show promise for identifying those most at risk of colorectal neoplasia. Substantial limitations in evidence remain, including heterogeneity, high risk of bias, and lack of external validation. Further evaluation in studies adhering to gold standard methodology, in appropriate populations, is required before widespread adoption in clinical practice. Funding National Institute for Health and Care Research (NIHR) [Health Technology Assessment Programme (HTA) Programme (Project number 133852).
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Affiliation(s)
- James S. Hampton
- Population Health Sciences Institute, Newcastle University, United Kingdom
- Department of Gastroenterology, South Tyneside and Sunderland NHS Foundation Trust, United Kingdom
| | - Ryan P.W. Kenny
- Evidence Synthesis Group, The Catalyst, Population Health Sciences Institute, Newcastle University, United Kingdom
- National Institute for Health and Care Research Innovation Observatory, The Catalyst, Newcastle University, United Kingdom
| | - Colin J. Rees
- Population Health Sciences Institute, Newcastle University, United Kingdom
- Department of Gastroenterology, South Tyneside and Sunderland NHS Foundation Trust, United Kingdom
| | - William Hamilton
- College of Medicine and Health, University of Exeter, United Kingdom
| | - Claire Eastaugh
- Evidence Synthesis Group, The Catalyst, Population Health Sciences Institute, Newcastle University, United Kingdom
- National Institute for Health and Care Research Innovation Observatory, The Catalyst, Newcastle University, United Kingdom
| | - Catherine Richmond
- Evidence Synthesis Group, The Catalyst, Population Health Sciences Institute, Newcastle University, United Kingdom
- National Institute for Health and Care Research Innovation Observatory, The Catalyst, Newcastle University, United Kingdom
| | - Linda Sharp
- Population Health Sciences Institute, Newcastle University, United Kingdom
| | - COLOFIT Research Team
- Population Health Sciences Institute, Newcastle University, United Kingdom
- Department of Gastroenterology, South Tyneside and Sunderland NHS Foundation Trust, United Kingdom
- Evidence Synthesis Group, The Catalyst, Population Health Sciences Institute, Newcastle University, United Kingdom
- National Institute for Health and Care Research Innovation Observatory, The Catalyst, Newcastle University, United Kingdom
- College of Medicine and Health, University of Exeter, United Kingdom
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Shaw B, Walter FM, Hamilton W, Martins T. Symptom appraisal and help seeking in males with symptoms of possible prostate cancer: a qualitative study with an ethnically diverse sample in London. Br J Gen Pract 2023; 73:e502-e510. [PMID: 37253629 PMCID: PMC10242866 DOI: 10.3399/bjgp.2022.0554] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2022] [Revised: 12/07/2022] [Accepted: 03/23/2023] [Indexed: 04/01/2023] Open
Abstract
BACKGROUND Prostate cancer mortality in Black males is disproportionately high. This problem may be overcome by reducing delays in the pathway to diagnosis, particularly those occurring before initial medical help seeking. A greater understanding of symptom appraisal and help seeking could support the development of targeted interventions for improving early presentation among Black males. AIM To provide an in-depth understanding of males' pre-consultation experiences following the onset of symptoms of possible prostate cancer, identifying both general trends as well as potential differences that may exist between Black and White males. DESIGN AND SETTING Qualitative study of 18 males (nine Black, nine White) in London, UK, who had recently seen their GP with urinary symptoms, erectile dysfunction, or haematuria. METHOD Semi-structured interviews from a previous multi-methods study of primary care use by males with symptoms of possible prostate cancer were analysed using thematic framework analysis. RESULTS Symptoms were often interpreted by patients as unimportant. Most delays occurred due to the absence of reasons to seek help, which, in Black males, often stemmed from poor awareness of prostate cancer. This lack of awareness could have been a consequence of their reluctance to seek health information and discuss health issues with others in their social network. Friends and relatives played an important role in symptom appraisal and help seeking. CONCLUSION Cognitive biases, cultural stigmas, and everyday interpersonal interactions should be important areas at which to target strategies seeking to reduce delays and improve early presentation in males with possible prostate cancer, particularly Black males.
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Affiliation(s)
- Ben Shaw
- College of Medicine and Health, University of Exeter, Exeter
| | - Fiona M Walter
- Wolfson Institute of Population Health, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London; Primary Care Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge
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Blumenfeld TJ, Politi J, Croker S, O’Dell T, Hamilton W. Corrigendum to 'Long-Term Results of Delta Ceramic-On-Ceramic Total Hip Arthroplasty' [Arthroplasty Today Volume 13, February 2022, Pages 130-135]. Arthroplast Today 2023; 21:101141. [PMID: 37207256 PMCID: PMC10189409 DOI: 10.1016/j.artd.2023.101141] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/21/2023] Open
Abstract
[This corrects the article DOI: 10.1016/j.artd.2021.11.006.].
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Affiliation(s)
- Thomas J. Blumenfeld
- Department of Orthopaedic Surgery, Stanford University, Pleasanton, CA, USA
- Corresponding author. Department of Orthopaedic Surgery, Stanford University, Pleasanton, CA, USA.
| | | | | | | | - William Hamilton
- Anderson Orthopedic Research Institute, Inova Center for Joint Replacement, Alexandria, VA, USA
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Hamilton W, Walters C, Howington Z. A Mixed-Method Pilot Project: The Evaluation of Telehealth Training in a College of Nursing. Nurs Educ Perspect 2023:00024776-990000000-00129. [PMID: 37154739 DOI: 10.1097/01.nep.0000000000001140] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/10/2023]
Abstract
ABSTRACT Telehealth has become ubiquitous, and advanced practice nurses will need to be proficient in its use. Recent literature has shown that graduate nursing curricula may not fully prepare students for clinical telehealth practice. This article describes an interactive, module-based course that was built using instructional design principles for the training of graduate nursing students to prepare them to conduct telehealth encounters. The course was proven to be efficacious based on pre-post test results and critical reflections. The blueprint described can be used by nurse educators and administrators to prepare nurses to provide safe and effective telehealth services.
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Affiliation(s)
- William Hamilton
- About the Authors The authors are faculty and staff at the College of Nursing, Augusta University, Augusta, Georgia. William Hamilton, EdD, is an assistant professor. Colleen Walters, DNP, FNP-C, DNE, is an associate professor. Zackery Howington, PhD, is an instructional designer. The authors thank Drs. Patricia Bowman, Dwayne Hooks, Beth McLear, Elizabeth Nesmith, Jean Pawl, Darrell Thompson, and Ms. Kerrie Scott for providing direction and guidance as content experts. The development of the educational course that was studied was funded through the Rural Health Immersion within Primary Care Partnerships for the APRN Academic and Clinical Training (ImPPACT) project, supported by the Health Resources and Services Administration (HRSA) of the US Department of Health and Human Services (HHS). The contents are those of the author(s) and do not necessarily represent the official views of, nor an endorsement, by HRSA, HHS, or the US Government. For more information, contact Dr. Hamilton at
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Espinel Z, Nogueira LM, Gay HA, Bryant JM, Hamilton W, Trapido EJ, Shepherd JM, Galea S, Shultz JM. Climate-driven Atlantic hurricanes create complex challenges for cancer care. Lancet Oncol 2022; 23:1497-1498. [DOI: 10.1016/s1470-2045(22)00635-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2022] [Accepted: 10/11/2022] [Indexed: 11/30/2022]
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Iloudi M, Lindner P, Ali L, Wallström S, Thunström AO, Ioannou M, Anving N, Johansson V, Hamilton W, Falk Ö, Steingrimsson S. Physical Versus Virtual Reality-based Calm Rooms for Psychiatric Inpatients: a Quasi-randomized Trial (Preprint). J Med Internet Res 2022; 25:e42365. [DOI: 10.2196/42365] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2022] [Revised: 01/18/2023] [Accepted: 03/15/2023] [Indexed: 03/17/2023] Open
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Martins T, Abel G, Ukoumunne OC, Mounce LTA, Price S, Lyratzopoulos G, Chinegwundoh F, Hamilton W. Ethnic inequalities in routes to diagnosis of cancer: a population-based UK cohort study. Br J Cancer 2022; 127:863-871. [PMID: 35661833 PMCID: PMC9427836 DOI: 10.1038/s41416-022-01847-x] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2021] [Revised: 04/08/2022] [Accepted: 05/06/2022] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND UK Asian and Black ethnic groups have poorer outcomes for some cancers and are less likely to report a positive care experience than their White counterparts. This study investigated ethnic differences in the route to diagnosis (RTD) to identify areas in patients' cancer journeys where inequalities lie, and targeted intervention might have optimum impact. METHODS We analysed data of 243,825 patients with 10 cancers (2006-2016) from the RTD project linked to primary care data. Crude and adjusted proportions of patients diagnosed via six routes (emergency, elective GP referral, two-week wait (2WW), screen-detected, hospital, and Other routes) were calculated by ethnicity. Adjusted odds ratios (including two-way interactions between cancer and age, sex, IMD, and ethnicity) determined cancer-specific differences in RTD by ethnicity. RESULTS Across the 10 cancers studied, most patients were diagnosed via 2WW (36.4%), elective GP referral (23.2%), emergency (18.2%), hospital routes (10.3%), and screening (8.61%). Patients of Other ethnic group had the highest proportion of diagnosis via the emergency route, followed by White patients. Asian and Black group were more likely to be GP-referred, with the Black and Mixed groups also more likely to follow the 2WW route. However, there were notable cancer-specific differences in the RTD by ethnicity. CONCLUSION Our findings suggest that, where inequalities exist, the adverse cancer outcomes among Asian and Black patients are unlikely to be arising solely from a poorer diagnostic process.
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Affiliation(s)
- Tanimola Martins
- College of Medicine and Health, University of Exeter, College House, St Luke's Campus, Magdalen Road, Exeter, EX1 2LU, UK.
| | - Gary Abel
- College of Medicine and Health, University of Exeter, College House, St Luke's Campus, Magdalen Road, Exeter, EX1 2LU, UK
| | - Obioha C Ukoumunne
- National Institute for Health Research (NIHR) Applied Research Collaboration (ARC) South West Peninsula (PenARC), University of Exeter, Exeter, UK
| | - Luke T A Mounce
- College of Medicine and Health, University of Exeter, College House, St Luke's Campus, Magdalen Road, Exeter, EX1 2LU, UK
| | - Sarah Price
- College of Medicine and Health, University of Exeter, College House, St Luke's Campus, Magdalen Road, Exeter, EX1 2LU, UK
| | - Georgios Lyratzopoulos
- Epidemiology of Cancer Healthcare & Outcomes (ECHO) Group, University College London, 1-19 Torrington Place, London, WC1E 7HB, UK
| | - Frank Chinegwundoh
- Barts Health NHS Trust & Department of Health Sciences, University of London, London, UK
| | - William Hamilton
- College of Medicine and Health, University of Exeter, College House, St Luke's Campus, Magdalen Road, Exeter, EX1 2LU, UK
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Martins T, Abel G, Ukoumunne OC, Price S, Lyratzopoulos G, Chinegwundoh F, Hamilton W. Assessing Ethnic Inequalities in Diagnostic Interval of Common Cancers: A Population-Based UK Cohort Study. Cancers (Basel) 2022; 14:3085. [PMID: 35804858 PMCID: PMC9264889 DOI: 10.3390/cancers14133085] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2022] [Revised: 06/17/2022] [Accepted: 06/20/2022] [Indexed: 11/17/2022] Open
Abstract
BACKGROUND This study investigated ethnic differences in diagnostic interval (DI)-the period between initial primary care presentation and diagnosis. METHODS We analysed the primary care-linked data of patients who reported features of seven cancers (breast, lung, prostate, colorectal, oesophagogastric, myeloma, and ovarian) one year before diagnosis. Accelerated failure time (AFT) models investigated the association between DI and ethnicity, adjusting for age, sex, deprivation, and morbidity. RESULTS Of 126,627 eligible participants, 92.1% were White, 1.99% Black, 1.71% Asian, 1.83% Mixed, and 2.36% were of Other ethnic backgrounds. Considering all cancer sites combined, the median (interquartile range) DI was 55 (20-175) days, longest in lung [127, (42-265) days], and shortest in breast cancer [13 (13, 8-18) days]. DI for the Black and Asian groups was 10% (AFT ratio, 95%CI 1.10, 1.05-1.14) and 16% (1.16, 1.10-1.22), respectively, longer than for the White group. Site-specific analyses revealed evidence of longer DI in Asian and Black patients with prostate, colorectal, and oesophagogastric cancer, plus Black patients with breast cancer and myeloma, and the Mixed group with lung cancer compared with White patients. DI was shorter for the Other group with lung, prostate, myeloma, and oesophagogastric cancer than the White group. CONCLUSION We found limited and inconsistent evidence of ethnic differences in DI among patients who reported cancer features in primary care before diagnosis. Our findings suggest that inequalities in diagnostic intervals, where present, are unlikely to be the sole explanation for ethnic variations in cancer outcomes.
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Affiliation(s)
- Tanimola Martins
- College House St Luke’s Campus, College of Medicine and Health, University of Exeter, Magdalen Road, Exeter EX1 2LU, UK; (S.P.); (W.H.)
| | - Gary Abel
- National Institute for Health and Care Research (NIHR), Applied Research Collaboration (ARC) South West Peninsula (PenARC), University of Exeter, Exeter EX1 2LU, UK; (G.A.); (O.C.U.)
| | - Obioha C. Ukoumunne
- National Institute for Health and Care Research (NIHR), Applied Research Collaboration (ARC) South West Peninsula (PenARC), University of Exeter, Exeter EX1 2LU, UK; (G.A.); (O.C.U.)
| | - Sarah Price
- College House St Luke’s Campus, College of Medicine and Health, University of Exeter, Magdalen Road, Exeter EX1 2LU, UK; (S.P.); (W.H.)
| | - Georgios Lyratzopoulos
- Epidemiology of Cancer Healthcare & Outcomes (ECHO) Group, University College London, 1–19 Torrington Place, London WC1E 7HB, UK;
| | - Frank Chinegwundoh
- Barts Health NHS Trust & Department of Health Sciences, University of London, London WC1E 7HB, UK;
| | - William Hamilton
- College House St Luke’s Campus, College of Medicine and Health, University of Exeter, Magdalen Road, Exeter EX1 2LU, UK; (S.P.); (W.H.)
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15
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Merriel SWD, Ball S, Bright CJ, Mak V, Gildea C, Paley L, Hyde C, Hamilton W, Elliss-Brookes L. A prospective evaluation of the fourth national Be Clear on Cancer 'Blood in Pee' campaign in England. Eur J Cancer Care (Engl) 2022; 31:e13606. [PMID: 35570375 PMCID: PMC9539495 DOI: 10.1111/ecc.13606] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2021] [Revised: 01/03/2022] [Accepted: 04/18/2022] [Indexed: 11/30/2022]
Abstract
Objective To assess the impact of the fourth Be Clear on Cancer (BCoC) ‘Blood in Pee’ (BiP) campaign (July to September 2018) on bladder and kidney cancer symptom awareness and outcomes in England. Methods In this uncontrolled before and after study, symptom awareness and reported barriers to GP attendance were assessed using panel and one‐to‐one interviews. The Health Improvement Network (THIN), National Cancer Registration and Analysis Service (NCRAS) and NHS Cancer Waiting Times (CWT) data were analysed to assess the impact on GP attendances, urgent cancer referrals, cancer diagnoses and 1‐year survival. Analyses used Poisson, negative binomial and Cox regression. Results Symptom awareness and intention to consult a GP after one episode of haematuria increased following the campaign. GP attendance with haematuria (rate ratio (RR) 1.17, 95% confidence interval (CI): 1.07–1.28) and urgent cancer referrals (RR 1.18 95% CI: 1.08–1.28) increased following the campaign. Early‐stage diagnoses increased for bladder cancer (difference in percentage 2.8%, 95% CI: −0.2%–5.8%), but not for kidney cancer (difference −0.6%, 95% CI: −3.2%–2.1%). Conclusions The fourth BCoC BiP campaign appears to have been effective in increasing bladder cancer symptom awareness and GP attendances, although long‐term impacts are unclear.
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Affiliation(s)
| | - Susan Ball
- NIHR ARC South West Peninsula (PenARC), University of Exeter Medical School, University of Exeter, Exeter, UK
| | - Chloe Jayne Bright
- National Cancer Registration and Analysis Service, Public Health England, London, UK
| | - Vivian Mak
- National Cancer Registration and Analysis Service, Public Health England, London, UK
| | - Carolynn Gildea
- National Cancer Registration and Analysis Service, Public Health England, London, UK
| | - Lizz Paley
- National Cancer Registration and Analysis Service, Public Health England, London, UK
| | - Chris Hyde
- Institute of Health Research, University of Exeter Medical School, University of Exeter, Exeter, UK
| | - William Hamilton
- Institute of Health Research, University of Exeter Medical School, University of Exeter, Exeter, UK
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Watson J, Hamilton W, Salisbury C, Banks J. Doctor-patient communication about blood tests: Qualitative interview study in general practice. Ann Fam Med 2022; 20:2858. [PMID: 38270598 PMCID: PMC10549001 DOI: 10.1370/afm.20.s1.2858] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/26/2024] Open
Abstract
Context: Shared decision making is widely advocated, however most research focuses on treatment decisions. Evidence for shared decision-making in relation to diagnostic testing is limited to specific tests such as prostate specific antigen, screening and genetic tests. There is a lack of evidence regarding the relevance of shared decision-making to routine blood tests, despite increasing rates of laboratory testing in primary care. Objectives: To explore shared decision making and communication around routine blood tests in primary care. Study design: Qualitative interview study Setting: UK primary care Population studied: Qualitative interviews were undertaken with patients at two time points: (a) at or soon after their blood test and (b) after they had received their test results. We also undertook interviews with the patients' GPs who requested the tests. This gave us paired data which enabled to us to examine areas of congruence and dissonance between GPs' and patients' expectations, experience and understanding of testing. A total of 80 interviews with 28 patients and 19 doctors were completed, reflecting a range of socioeconomic and demographic characteristics. Interviews were digitally recorded, transcribed and analyzed using thematic analysis using a mixture of inductive and deductive coding and constant comparison. Results: There were no examples of shared decision making identified in any of the interviews, indeed patients were frequently unaware of which blood tests had been done and why. Barriers to a shared understanding of blood testing were identified including the complexity and technical nature of information, a lack of resources for information sharing and a perception that blood tests were low priority for information sharing. Doctors perceived that a paternalistic approach to testing could be justified to protect patients from anxiety. Misunderstanding and a lack of communication around testing and test results led to uncertainty, anxiety and frustration for patients. Conclusions: The results have implications, not just for models of shared decision making, but more fundamentally, informed consent. Shared decision-making for diagnostic testing differs from treatment decisions. Promoting a shared understanding and shared decision-making could help rationalize testing, potentially reducing unnecessary investigations and improving patient-centered care.
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17
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Blumenfeld TJ, Politi J, Coker S, O’Dell T, Hamilton W. Long-Term Results of Delta Ceramic-on-Ceramic Total Hip Arthroplasty. Arthroplast Today 2022; 13:130-135. [PMID: 35106349 PMCID: PMC8784293 DOI: 10.1016/j.artd.2021.11.006] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/03/2021] [Accepted: 11/12/2021] [Indexed: 11/28/2022] Open
Abstract
Background Ceramic-on-ceramic (COC) bearings in total hip arthroplasty (THA) have long been considered the coupling with the lowest overall wear. However, concerns about complications such as ceramic breakage and noise, combined with the improved performance of polyethylene, have limited its use in the United States. This postapproval follow-up reports long-term (10 years) results of Delta COC in THA patients primarily enrolled in an Investigational Device Exemption study. Methods Patients received Delta COC THA in a prospective multicenter study with either 28-mm (N = 105 hips in 104 patients) or 36-mm (N = 81) articulations. Annual clinical and radiographic evaluations were performed for years 5 to 10, and study patients were asked about hip noises and reproducibility. Results There have been 4 additional reports of noise in 4 patients (COC 28, n = 3; COC 36, n = 1). The cumulative incidence rate for squeaking or noise at 10 years is 5.9% for COC 28 and 13.5% for COC 36. There have been 2 additional reports of dislocation in 2 patients (COC 28, n = 1; COC 36, n = 1). The cumulative incidence rate for dislocation at 10 years is 3.7% for COC 28 and 3.5% for COC 36. At 10 years, there were greater than 40 hips available for follow-up. At mean 10-year follow-up, there were a total of 3 ceramic liner fractures, but none since the previous report. There were no revisions in the 28-mm cohort, and 2 revisions in the 36-mm cohort (1 for recurrent dislocation and 1 for pain and noise). Overall Kaplan-Meier survivorship was 95.96% at 10.5 years (28 mm: 97.68% at 10.2 years; 36 mm: 94.11% at 10.4 years.) Conclusions At 10-year follow-up, we report excellent results in regard to survivorship, with one patient revised for pain with associated squeaking.
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Affiliation(s)
- Thomas J. Blumenfeld
- Department of Orthopaedic Surgery, Stanford University, Pleasanton, CA, USA
- Corresponding author. Stanford University, 5725 West Las Positas Boulevard, Suite 200, Pleasanton, CA 94608, USA. Tel.: +1 916 806 7534.
| | | | | | | | - William Hamilton
- Anderson Orthopedic Research Institute, Inova Center for Joint Replacement, Alexandria, VA, USA
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18
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Martins T, Walter FM, Penfold C, Abel G, Hamilton W. Primary care use by men with symptoms of possible prostate cancer: A multi-method study with an ethnically diverse sample in London. Eur J Cancer Care (Engl) 2021; 30:e13482. [PMID: 34152656 DOI: 10.1111/ecc.13482] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2021] [Revised: 04/15/2021] [Accepted: 05/31/2021] [Indexed: 11/30/2022]
Abstract
OBJECTIVE The objective of this study is to investigate primary care use by men with recent onset of lower urinary tract symptoms (LUTS) to identify differences in presentation and investigation that may explain ethnic inequality in prostate cancer outcomes. METHODS This is a multi-method study of men presenting LUTS to primary care. Two hundred seventy-four men completed a self-administered questionnaire, and 23 participated in face-to-face interviews. Regression analyses investigated ethnic differences in (a) the period between symptom onset and first primary care presentation (patient interval) and (b) the interval between first primary care presentation and investigation with prostate-specific antigen (PSA) and digital rectal examination (DRE). Interview data were analysed using thematic analysis. RESULTS Half (144, 53%) reported a solitary first symptom, although multiple first symptoms were also common, particularly in Asian and Black men. There was no difference between ethnicities in patient interval or time from presentation to investigation. However, Asian men were offered less PSA testing (odds ratio 0.39; 95% confidence interval 0.17-0.92; p = 0.03). Qualitative data revealed ethnic differences in general practitioners' offer of DRE and PSA testing and highlighted limitations in doctor-patient communication and safety netting. CONCLUSION Our study showed only small differences in primary care experiences, insufficient to explain ethnic inequalities in prostate cancer outcomes.
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Affiliation(s)
- Tanimola Martins
- College of Medicine and Health, University of Exeter-College House St Luke's Campus, Exeter, UK
| | - Fiona M Walter
- The Primary Care Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Clarissa Penfold
- Policy and Rehabilitation, Florence Nightingale Faculty of Nursing, Midwifery & Palliative Care, Cicely Saunders Institute of Palliative Care, London, UK
| | - Gary Abel
- College of Medicine and Health, University of Exeter-College House St Luke's Campus, Exeter, UK
| | - William Hamilton
- College of Medicine and Health, University of Exeter-College House St Luke's Campus, Exeter, UK
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19
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O'Dowd EL, Ten Haaf K, Kaur J, Duffy SW, Hamilton W, Hubbard RB, Field JK, Callister ME, Janes SM, de Koning HJ, Rawlinson J, Baldwin DR. Selection of eligible participants for screening for lung cancer using primary care data. Thorax 2021; 77:882-890. [PMID: 34716280 DOI: 10.1136/thoraxjnl-2021-217142] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2021] [Accepted: 09/21/2021] [Indexed: 12/23/2022]
Abstract
Lung cancer screening is effective if offered to people at increased risk of the disease. Currently, direct contact with potential participants is required for evaluating risk. A way to reduce the number of ineligible people contacted might be to apply risk-prediction models directly to digital primary care data, but model performance in this setting is unknown. METHOD The Clinical Practice Research Datalink, a computerised, longitudinal primary care database, was used to evaluate the Liverpool Lung Project V.2 (LLPv2) and Prostate Lung Colorectal and Ovarian (modified 2012) (PLCOm2012) models. Lung cancer occurrence over 5-6 years was measured in ever-smokers aged 50-80 years and compared with 5-year (LLPv2) and 6-year (PLCOm2012) predicted risk. RESULTS Over 5 and 6 years, 7123 and 7876 lung cancers occurred, respectively, from a cohort of 842 109 ever-smokers. After recalibration, LLPV2 produced a c-statistic of 0.700 (0.694-0.710), but mean predicted risk was over-estimated (predicted: 4.61%, actual: 0.9%). PLCOm2012 showed similar performance (c-statistic: 0.679 (0.673-0.685), predicted risk: 3.76%. Applying risk-thresholds of 1% (LLPv2) and 0.15% (PLCOm2012), would avoid contacting 42.7% and 27.4% of ever-smokers who did not develop lung cancer for screening eligibility assessment, at the cost of missing 15.6% and 11.4% of lung cancers. CONCLUSION Risk-prediction models showed only moderate discrimination when applied to routinely collected primary care data, which may be explained by quality and completeness of data. However, they may substantially reduce the number of people for initial evaluation of screening eligibility, at the cost of missing some lung cancers. Further work is needed to establish whether newer models have improved performance in primary care data.
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Affiliation(s)
- Emma L O'Dowd
- Respiratory Medicine, Nottingham University Hospitals NHS Trust, Nottingham, UK
| | - Kevin Ten Haaf
- Public Health, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Jaspreet Kaur
- Department of Epidemiology, University of Nottingham School of Medicine, Nottingham, UK
| | - Stephen W Duffy
- Wolfson Institute of Preventive Medicine, Barts and London, London, UK
| | | | - Richard B Hubbard
- Department of Epidemiology, University of Nottingham School of Medicine, Nottingham, UK
| | - John K Field
- Department of Molecular and Clinical Cancer Medicine, Institute of Systems, University of Liverpool, Liverpool, UK
| | | | - Sam M Janes
- Lungs for Living Research Centre, UCL Respiratory, University College London, London, UK
| | | | | | - David R Baldwin
- City Campus, Nottingham University Hospitals NHS Trust, Nottingham, UK
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20
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Hatton N, Bhartia B, Aslam R, Bradley S, Darby M, Hamilton W, Hurst E, Kennedy M, Mounce L, Neil R, Shinkins B, Callister M. P62.09 A Prospective Cohort Evaluation of the Sensitivity and Specificity of the Chest X-Ray for the Detection of Lung Cancer in Symptomatic Adults. J Thorac Oncol 2021. [DOI: 10.1016/j.jtho.2021.08.654] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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21
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Medina-Lara A, Grigore B, Lewis R, Peters J, Price S, Landa P, Robinson S, Neal R, Hamilton W, Spencer AE. Cancer diagnostic tools to aid decision-making in primary care: mixed-methods systematic reviews and cost-effectiveness analysis. Health Technol Assess 2021; 24:1-332. [PMID: 33252328 DOI: 10.3310/hta24660] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Tools based on diagnostic prediction models are available to help general practitioners diagnose cancer. It is unclear whether or not tools expedite diagnosis or affect patient quality of life and/or survival. OBJECTIVES The objectives were to evaluate the evidence on the validation, clinical effectiveness, cost-effectiveness, and availability and use of cancer diagnostic tools in primary care. METHODS Two systematic reviews were conducted to examine the clinical effectiveness (review 1) and the development, validation and accuracy (review 2) of diagnostic prediction models for aiding general practitioners in cancer diagnosis. Bibliographic searches were conducted on MEDLINE, MEDLINE In-Process, EMBASE, Cochrane Library and Web of Science) in May 2017, with updated searches conducted in November 2018. A decision-analytic model explored the tools' clinical effectiveness and cost-effectiveness in colorectal cancer. The model compared patient outcomes and costs between strategies that included the use of the tools and those that did not, using the NHS perspective. We surveyed 4600 general practitioners in randomly selected UK practices to determine the proportions of general practices and general practitioners with access to, and using, cancer decision support tools. Association between access to these tools and practice-level cancer diagnostic indicators was explored. RESULTS Systematic review 1 - five studies, of different design and quality, reporting on three diagnostic tools, were included. We found no evidence that using the tools was associated with better outcomes. Systematic review 2 - 43 studies were included, reporting on prediction models, in various stages of development, for 14 cancer sites (including multiple cancers). Most studies relate to QCancer® (ClinRisk Ltd, Leeds, UK) and risk assessment tools. DECISION MODEL In the absence of studies reporting their clinical outcomes, QCancer and risk assessment tools were evaluated against faecal immunochemical testing. A linked data approach was used, which translates diagnostic accuracy into time to diagnosis and treatment, and stage at diagnosis. Given the current lack of evidence, the model showed that the cost-effectiveness of diagnostic tools in colorectal cancer relies on demonstrating patient survival benefits. Sensitivity of faecal immunochemical testing and specificity of QCancer and risk assessment tools in a low-risk population were the key uncertain parameters. SURVEY Practitioner- and practice-level response rates were 10.3% (476/4600) and 23.3% (227/975), respectively. Cancer decision support tools were available in 83 out of 227 practices (36.6%, 95% confidence interval 30.3% to 43.1%), and were likely to be used in 38 out of 227 practices (16.7%, 95% confidence interval 12.1% to 22.2%). The mean 2-week-wait referral rate did not differ between practices that do and practices that do not have access to QCancer or risk assessment tools (mean difference of 1.8 referrals per 100,000 referrals, 95% confidence interval -6.7 to 10.3 referrals per 100,000 referrals). LIMITATIONS There is little good-quality evidence on the clinical effectiveness and cost-effectiveness of diagnostic tools. Many diagnostic prediction models are limited by a lack of external validation. There are limited data on current UK practice and clinical outcomes of diagnostic strategies, and there is no evidence on the quality-of-life outcomes of diagnostic results. The survey was limited by low response rates. CONCLUSION The evidence base on the tools is limited. Research on how general practitioners interact with the tools may help to identify barriers to implementation and uptake, and the potential for clinical effectiveness. FUTURE WORK Continued model validation is recommended, especially for risk assessment tools. Assessment of the tools' impact on time to diagnosis and treatment, stage at diagnosis, and health outcomes is also recommended, as is further work to understand how tools are used in general practitioner consultations. STUDY REGISTRATION This study is registered as PROSPERO CRD42017068373 and CRD42017068375. FUNDING This project was funded by the National Institute for Health Research (NIHR) Health Technology programme and will be published in full in Health Technology Assessment; Vol. 24, No. 66. See the NIHR Journals Library website for further project information.
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Affiliation(s)
- Antonieta Medina-Lara
- Health Economics Group, College of Medicine and Health, University of Exeter Medical School, Exeter, UK
| | - Bogdan Grigore
- Exeter Test Group, College of Medicine and Health, University of Exeter Medical School, Exeter, UK
| | - Ruth Lewis
- North Wales Centre for Primary Care Research, Bangor University, Bangor, UK
| | - Jaime Peters
- Exeter Test Group, College of Medicine and Health, University of Exeter Medical School, Exeter, UK
| | - Sarah Price
- Primary Care Diagnostics, College of Medicine and Health, University of Exeter Medical School, Exeter, UK
| | - Paolo Landa
- Health Economics Group, College of Medicine and Health, University of Exeter Medical School, Exeter, UK
| | - Sophie Robinson
- Peninsula Technology Assessment Group, College of Medicine and Health, University of Exeter Medical School, Exeter, UK
| | - Richard Neal
- Leeds Institute of Health Sciences, University of Leeds, Leeds, UK
| | - William Hamilton
- Primary Care Diagnostics, College of Medicine and Health, University of Exeter Medical School, Exeter, UK
| | - Anne E Spencer
- Health Economics Group, College of Medicine and Health, University of Exeter Medical School, Exeter, UK
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Ladegaard Baun ML, Dueholm M, Heje HN, Hamilton W, Petersen LK, Vedsted P. Direct access from general practice to transvaginal ultrasound for early detection of ovarian cancer: a feasibility study. Scand J Prim Health Care 2021; 39:230-239. [PMID: 34092179 PMCID: PMC8293964 DOI: 10.1080/02813432.2021.1922831] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Abstract
OBJECTIVE To investigate the feasibility of providing general practitioners (GPs) direct and fast referral access to transvaginal ultrasound (TVUS). DESIGN A prospective cohort study. SETTING A total of 232 Danish general practices in parts of the Central Denmark Region. SUBJECTS Women aged ≥40 years who consulted their GP for vague and non-specific symptoms (n = 479). MAIN OUTCOME MEASURES The feasibility assessment included the GPs' referral rate, indications for referral, management of test results, and findings from TVUS. RESULTS A total of 479 women were referred to TVUS. The examinations revealed abnormalities in 104 (21.7%) women. Additional investigations were needed in 68 (14.2%) women of whom seven (1.5%) underwent major surgery. No case of ovarian cancer was diagnosed during the study period or the 6-month follow-up. However, three (0.6%) women with an abnormal transvaginal ultrasound were diagnosed with urogynecological cancer; this yielded a PPV of 4.4% (95% confidence interval: 1.5-12.2) and an NPV of 100.0% (95% confidence interval: 96.7-100.0) for urogynecological cancer. CONCLUSION Providing GPs with direct access to transvaginal ultrasound was feasible; 80% of the investigated women were referred back to the GP, 14% were further investigated, 0.6% were diagnosed with urogynecological cancer, and 1.5% had major procedures performed without complications. IMPLICATIONS Direct access to TVUS could be an important pathway to ensure fast evaluation of women presenting with vague non-specific symptoms of potential ovarian cancer. Future studies should explore the patient experience, cancer outcomes, and health economics issues.KEY POINTS Current awareness • GPs have no fast referral option for women presenting with vague non-specific symptoms that could indicate underlying ovarian cancer. Key findings • We offered GPs direct and fast referral access to TVUS; 51.7% of practices used the opportunity. • The GPs referred 479 women to TVUS; 104 had an abnormal TVUS and 68 needed additional investigations. • Seven women underwent major surgery, leading to three cases of urogynecological cancer. No woman had a false negative TVUS result.
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Affiliation(s)
- Marie-Louise Ladegaard Baun
- Department of Public Health, Aarhus University, Aarhus, Denmark
- Research Centre for Cancer Diagnosis in Primary Care, Research Unit for General Practice – Aarhus, Aarhus, Denmark
- CONTACT Marie-Louise Ladegaard Baun Research Centre for Cancer Diagnosis in Primary Care, Research Unit for General Practice – Aarhus, Bartholins Alle 2, AarhusDK-8000, Denmark
| | - Margit Dueholm
- Department of Gynaecology and Obstetrics, Aarhus University Hospital, Palle Juul-Jensens, Aarhus, Denmark
| | | | - William Hamilton
- University of Exeter Medical School, University of Exeter, Exeter, UK
| | - Lone Kjeld Petersen
- Department of Gynaecology and Obstetrics, Odense University Hospital, Odense, Denmark
| | - Peter Vedsted
- Department of Public Health, Aarhus University, Aarhus, Denmark
- Research Centre for Cancer Diagnosis in Primary Care, Research Unit for General Practice – Aarhus, Aarhus, Denmark
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Carey S, Kandel S, Farrell C, Kavanagh J, Chung T, Hamilton W, Rogalla P. Comparison of conventional chest x ray with a novel projection technique for ultra-low dose CT. Med Phys 2021; 48:2809-2815. [PMID: 32181495 DOI: 10.1002/mp.14142] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2019] [Revised: 02/13/2020] [Accepted: 02/13/2020] [Indexed: 11/10/2022] Open
Abstract
PURPOSE To compare a novel thick-slab projection technique for ultra-low dose computed tomography (CT; thoracic tomogram) with conventional chest x ray with respect to 13 diagnostic categories. METHODS With the approval of the institutional ethics board, a dataset was retrospectively collected of 22 consecutive patients who had undergone a clinically requested emergency room conventional chest x ray (CXR) and a same-day standard-of-care non-contrast CT. Scanner specific noise was added to the CT images to simulate a target dose of 0.18 mSv. A novel algorithm was used to post-process CT images as coronal isotropic reformats by applying a voxel-based, locally normalized weighted-intensity projection to generate 2 cm thick slabs with 1 cm overlap. Three chest radiologists with no prior training for the study reviewed the CXR and thoracic tomogram for each case and assessed each diagnostic category (pneumonic infiltrates, pulmonary edema, interstitial lung disease, nodules > 5 mm, nodules < 5 mm, pleural effusion, pericardial effusion, heart size, acute bone fractures, foreign bodies, pneumothorax, mediastinal vessel diameter, free abdominal air) on a Likert scale from -4 (definitely absent/normal) to +4 (definitely present/abnormal). MRMC ROC curves were generated for each category. Time for interpretation and subjective image quality score (0-10) were also assessed. RESULTS For focal lung disease (pneumonic infiltrates, nodules < 5 mm, nodules > 5mm), the area under the ROC curve (AUC) was significantly higher for thoracic tomograms than CXR (0.803 vs 0.648, respectively, P = 0.02). For non-focal lung disease (pulmonary edema, interstitial lung disease) and effusions (pulmonary, pericardial), the AUC was larger for thoracic tomograms than CXR but the difference did not reach significance (0.870 vs 0.833, P = 0.141; and 0.823 vs 0.752, P = 0.296, respectively). For acute bone fractures and foreign bodies, the AUC was smaller for thoracic tomograms than CXR, the difference was however not significant (0.491 vs 0.532, P = 0.42; and 0.871 vs 0.971, P = 0.39, respectively). Other diagnostic categories had no true positive cases in the dataset. The mean time for interpretation for each was 36.9 and 24.0 s with standard deviations of 0.857 and 5.977. The image quality score for each was 8.2 and 7.8 with standard deviations of 0.970 and 1.614. CONCLUSION Thoracic tomograms were found to be diagnostically superior to CXR for focal lung disease, at no increased radiation dose. The thoracic tomogram presents an opportunity to improve the standard-of-care for patients who would otherwise receive a conventional CXR.
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Affiliation(s)
- Sean Carey
- Joint Department of Medical Imaging, UHN, Toronto General Hospital, 200 Elizabeth St., Toronto, ON, M5G 2C4, Canada
| | - Sonja Kandel
- Joint Department of Medical Imaging, UHN, Toronto General Hospital, 200 Elizabeth St., Toronto, ON, M5G 2C4, Canada
| | - Christin Farrell
- Joint Department of Medical Imaging, UHN, Toronto General Hospital, 200 Elizabeth St., Toronto, ON, M5G 2C4, Canada
| | - John Kavanagh
- Joint Department of Medical Imaging, UHN, Toronto General Hospital, 200 Elizabeth St., Toronto, ON, M5G 2C4, Canada
| | - TaeBong Chung
- Joint Department of Medical Imaging, UHN, Toronto General Hospital, 200 Elizabeth St., Toronto, ON, M5G 2C4, Canada
| | - William Hamilton
- Joint Department of Medical Imaging, UHN, Toronto General Hospital, 200 Elizabeth St., Toronto, ON, M5G 2C4, Canada
| | - Patrik Rogalla
- Joint Department of Medical Imaging, University of Toronto, Princess Margaret Cancer Centre, 610 University Avenue, Toronto, ON, M5G 2M9, Canada
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Fagernäs S, Hamilton W, Espinoza N, Miloff A, Carlbring P, Lindner P. What do users think about Virtual Reality relaxation applications? A mixed methods study of online user reviews using natural language processing. Internet Interv 2021; 24:100370. [PMID: 33665136 PMCID: PMC7900674 DOI: 10.1016/j.invent.2021.100370] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/14/2020] [Revised: 01/13/2021] [Accepted: 01/22/2021] [Indexed: 12/17/2022] Open
Abstract
The advent of affordable Virtual Reality (VR) technology has spurred consumer and commercial interest in VR relaxation applications, which has quickly grown into a popular non-gaming genre on digital marketplaces. While laboratory studies have demonstrated efficacy of VR relaxation for mental health purposes, little is known about how users experience this type of intervention and no study has examined the reception of consumer versions among regular users in everyday life. Studying published user reviews offers a unique window into naturalistic user experiences that complements traditional qualitative methods by circumventing the sampling bias of interview studies, and allowing analyses on full samples, unconstrained by coding resources. Using an innovative, semi-automated Natural Language Processing technique, the current study analyzed 1379 published reviews (including star ratings) of 30 different VR relaxation applications available for the Oculus Go and Gear VR. The uncovered topic structure and sentiment analysis thereof suggests that users have an overall positive view of VR relaxation applications, describing them as successful in inducing immersion and relaxation, and having appreciated gamification elements. However, perceived quality varied substantially between applications that explained more variance in star ratings than specific features. Critical issues raised were both technical (e.g. "overheating") in nature and related to specific design elements and use. Implications for the design of consumer VR applications and future research are discussed.
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Affiliation(s)
- Simon Fagernäs
- Centre for Psychiatry Research, Department of Clinical Neuroscience, Karolinska Institutet, & Stockholm Health Care Services, Stockholm, Sweden
| | | | | | - Alexander Miloff
- Department of Psychology, Stockholm University, Stockholm, Sweden
| | - Per Carlbring
- Department of Psychology, Stockholm University, Stockholm, Sweden
| | - Philip Lindner
- Centre for Psychiatry Research, Department of Clinical Neuroscience, Karolinska Institutet, & Stockholm Health Care Services, Stockholm, Sweden,Corresponding author at: Norra Stationsgatan 69, 113 64 Stockholm, Sweden.
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25
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Zhou Y, Walter FM, Singh H, Hamilton W, Abel GA, Lyratzopoulos G. Prolonged Diagnostic Intervals as Marker of Missed Diagnostic Opportunities in Bladder and Kidney Cancer Patients with Alarm Features: A Longitudinal Linked Data Study. Cancers (Basel) 2021; 13:E156. [PMID: 33466406 PMCID: PMC7796444 DOI: 10.3390/cancers13010156] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2020] [Revised: 12/29/2020] [Accepted: 12/30/2020] [Indexed: 12/28/2022] Open
Abstract
BACKGROUND In England, patients who meet National Institute for Health and Care Excellence (NICE) guideline criteria for suspected cancer should receive a specialist assessment within 14 days. We examined how quickly bladder and kidney cancer patients who met fast-track referral criteria were actually diagnosed. METHODS We used linked primary care and cancer registration data on bladder and kidney cancer patients who met fast-track referral criteria and examined the time from their first presentation with alarm features to diagnosis. Using logistic regression we examined factors most likely to be associated with non-timely diagnosis (defined as intervals exceeding 90 days), adjusting for age, sex and cancer type, positing that such occurrences represent missed opportunity for timely referral, possibly due to sub-optimal guideline adherence. RESULTS 28%, 42% and 31% of all urological cancer patients reported no, one or two or more relevant symptoms respectively in the year before diagnosis. Of the 2105 patients with alarm features warranting fast-track assessment, 1373 (65%) presented with unexplained haematuria, 382 (18%) with recurrent urinary tract infections (UTIs), 303 (14%) with visible haematuria, and 45 (2%) with an abdominal mass. 27% overall, and 24%, 45%, 18% and 27% of each group respectively, had a non-timely diagnosis. Presentation with recurrent UTI was associated with longest median diagnostic interval (median 83 days, IQR 43-151) and visible haematuria with the shortest (median 50 days, IQR 30-79). After adjustment, presentation with recurrent UTIs, being in the youngest or oldest age group, female sex, and diagnosis of kidney and upper tract urothelial cancer, were associated with greater odds of non-timely diagnosis. CONCLUSION More than a quarter of patients presenting with fast-track referral features did not achieve a timely diagnosis, suggesting inadequate guideline adherence for some patients. The findings highlight a substantial number of opportunities for expediting the diagnosis of patients with bladder or kidney cancers.
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Affiliation(s)
- Yin Zhou
- Primary Care Unit, Department of Public Health and Primary Care, University of Cambridge, Worts’ Causeway, Cambridge CB1 8RN, UK;
| | - Fiona M. Walter
- Primary Care Unit, Department of Public Health and Primary Care, University of Cambridge, Worts’ Causeway, Cambridge CB1 8RN, UK;
| | - Hardeep Singh
- Center for Innovations in Quality, Effectiveness and Safety, Michael E. DeBakey Veterans Affairs Medical Center and Baylor College of Medicine, Houston, TX 77030, USA;
| | - William Hamilton
- College of Medicine and Health, University of Exeter Medical School (Primary Care), Exeter EX1 1TX, UK; (W.H.); (G.A.A.)
| | - Gary A. Abel
- College of Medicine and Health, University of Exeter Medical School (Primary Care), Exeter EX1 1TX, UK; (W.H.); (G.A.A.)
| | - Georgios Lyratzopoulos
- Epidemiology of Cancer Healthcare and Outcomes (ECHO) Research Group, Department of Behavioural Science and Health, University College London, London WC1E 6BT, UK;
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26
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Lindner P, Dafgård P, Miloff A, Andersson G, Reuterskiöld L, Hamilton W, Carlbring P. Is Continued Improvement After Automated Virtual Reality Exposure Therapy for Spider Phobia Explained by Subsequent in-vivo Exposure? A First Test of the Lowered Threshold Hypothesis. Front Psychiatry 2021; 12:645273. [PMID: 34093267 PMCID: PMC8174706 DOI: 10.3389/fpsyt.2021.645273] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/22/2020] [Accepted: 04/12/2021] [Indexed: 12/15/2022] Open
Abstract
Consumer Virtual Reality (VR) technology offers a powerful, immersive medium for scalable dissemination of mental health interventions. Decades of research has shown VR exposure therapy to be efficacious in the treatment of anxiety disorders and that the fear reduction generalizes to real-world stimuli. Many studies also report continued improvement over time, after discontinuing VR use. The lowered threshold hypothesis states that this continued improvement is moderated by lowering the threshold to conduct subsequent in-vivo exposure. The current study is the first to formally test this hypothesis, using data from a recent trial on automated VR exposure therapy for spider phobia, in which participants (n = 49) were followed for 1 year, completing assessments 1 week, 3 and 12 months post-treatment. The assessment included validated self-report of phobia symptoms, a standardized behavioral approach test featuring a real spider, and a questionnaire for self-reporting frequency of in-vivo exposures since last assessment. Number of in-vivo exposures was found to be independently associated with greater symptom decrease in longitudinal outcome models. In sequential structural equation models, immediate post-treatment symptom reduction was associated with subsequent in-vivo exposures, which in turn was associated with continued symptom reduction. However, this applied only to self-reported phobia symptoms (not behavioral avoidance) and no associations were found past 3 months. Our findings offer preliminary, partial support for the lowered threshold hypothesis, suggesting that VR exposure interventions may benefit from including explicit in-virtuo to in-vivo transitioning components.
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Affiliation(s)
- Philip Lindner
- Department of Psychology, Stockholm University, Stockholm, Sweden.,Centre for Psychiatry Research, Department of Clinical Neuroscience, Karolinska Institutet & Stockholm Health Care Services, Region Stockholm, Stockholm, Sweden
| | - Peter Dafgård
- Department of Psychology, Stockholm University, Stockholm, Sweden
| | - Alexander Miloff
- Department of Psychology, Stockholm University, Stockholm, Sweden
| | - Gerhard Andersson
- Centre for Psychiatry Research, Department of Clinical Neuroscience, Karolinska Institutet & Stockholm Health Care Services, Region Stockholm, Stockholm, Sweden.,Department of Behavioral Sciences and Learning, Linköping University, Linköping, Sweden.,Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
| | - Lena Reuterskiöld
- Department of Psychology, Stockholm University, Stockholm, Sweden.,Centre for Psychiatry Research, Department of Clinical Neuroscience, Karolinska Institutet & Stockholm Health Care Services, Region Stockholm, Stockholm, Sweden
| | | | - Per Carlbring
- Department of Psychology, Stockholm University, Stockholm, Sweden
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27
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Shultz JM, Sands DE, Holder-Hamilton N, Hamilton W, Goud S, Nottage KM, Espinel Z, Friedman S, Fugate C, Kossin JP, Galea S. Scrambling For Safety In The Eye Of Dorian: Mental Health Consequences Of Exposure To A Climate-Driven Hurricane. Health Aff (Millwood) 2020; 39:2120-2127. [PMID: 33284702 DOI: 10.1377/hlthaff.2020.01203] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
As climate change alters the behavior of Atlantic hurricanes, these storms are trending stronger, wetter, and slower moving over coastal and island populations. Hurricane Dorian exemplified all three attributes. Dorian's destructive passage over the Abaco Islands, Bahamas, on September 1, 2019, exposed residents of its capital, Marsh Harbour, to a prolonged encounter with the storm's core. After Dorian's fierce front eyewall and towering storm surge tore apart shanty town habitats and eviscerated concrete homesites, residents desperately sought refuge during the brief respite when Dorian's eye passed directly overhead. The category 5 winds then resumed abruptly and Dorian continued its relentless destruction. This article focuses on the storm's mental health consequences, drawing on observations of on-site clinicians as well as findings from previous research on the mental health effects of Atlantic hurricanes and the transformation of hurricane hazards resulting from climate change. To protect island and coastal populations against climate-driven storms, disaster planning policy should emphasize resilience-focused prevention and mitigation strategies. In the aftermath of these events, health system response should include community outreach, case finding, and evidence-based interventions that optimize the use of mental health professionals.
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Affiliation(s)
- James M Shultz
- James M. Shultz is the director of the Center for Disaster and Extreme Event Preparedness in the Department of Epidemiology and Public Health at the University of Miami Leonard M. Miller School of Medicine, in Miami, Florida
| | - Duane E Sands
- Duane E. Sands is the minister of health (retired) at the Ministry of Health, in Nassau, New Providence, the Bahamas
| | - Nadia Holder-Hamilton
- Nadia Holder-Hamilton is a physician at the Department of Public Health, Ministry of Health, in Nassau
| | - William Hamilton
- William Hamilton is a physician at the Department of Public Health, Ministry of Health, in Nassau
| | - Sandeep Goud
- Sandeep Goud is on the Faculty of Medical Sciences at the University of the West Indies, in Nassau
| | - Krista Marie Nottage
- Krista Marie Nottage is a resident in the General Surgery DM Programme, School of Medicine and Clinical Research, University of the West Indies
| | - Zelde Espinel
- Zelde Espinel is a psychiatrist and psycho-oncologist in the Department of Psychiatry and Behavioral Sciences at the University of Miami Leonard M. Miller School of Medicine
| | - Stephanie Friedman
- Stephanie Friedman is a child psychiatrist at Mount Sinai Medical Center, in New York, New York
| | - Craig Fugate
- Craig Fugate is the principal at Craig Fugate Consulting LLC, in Gainesville, Florida, and a former Federal Emergency Management Agency administrator (2009-17)
| | - James P Kossin
- James P. Kossin is an atmospheric scientist at the National Oceanic and Atmospheric Administration's National Centers for Environmental Information at the University of Wisconsin-Madison and the Cooperative Institute for Meteorological Satellite Studies, in Madison, Wisconsin
| | - Sandro Galea
- Sandro Galea is dean of the Boston University School of Public Health, in Boston, Massachusetts
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Abstract
BACKGROUND Most cancers in sub-Saharan Africa (SSA) are diagnosed at advanced stages, with limited treatment options and poor outcomes. Part of this may be linked to various events occurring in patients' journey to diagnosis. Using the model of pathways to treatment, we examined the evidence regarding the routes to cancer diagnosis in SSA. DESIGN AND SETTINGS A systematic review of available literature was performed. METHODS The Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines were followed. Between 30 September and 30 November 2019, seven electronic databases were searched using terms relating to SSA countries, cancer and routes to diagnosis comprising the population, exposure and outcomes, respectively. Citation lists of included studies were manually searched to identify relevant studies. Furthermore, ProQuest Dissertations & Theses Global was searched to identify appropriate grey literature on the subject. RESULTS 18 of 5083 references identified met the inclusion criteria: eight focused on breast cancer; three focused on cervical cancer; two each focused on lymphoma, Kaposi's sarcoma and childhood cancers; and one focused on colorectal cancer. With the exception of Kaposi's sarcoma, definitive diagnoses were made in tertiary healthcare centres, including teaching and regional hospitals. The majority of participants initially consulted within primary care, although a considerable proportion first used complementary medicine before seeking conventional medical help. The quality of included studies was a major concern, but their findings provided important insight into the pathways to cancer diagnosis in the region. CONCLUSION The proportion of patients who initially use complementary medicine in their cancer journey may explain a fraction of advanced-stage diagnosis and poor survival of cancer in SSA. However, further research would be necessary to fully understand the exact role (or activities) of primary care and alternative care providers in patient cancer journeys.
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Affiliation(s)
- Tanimola Martins
- College of Medicine and Health, University of Exeter, Exeter, UK
| | | | - William Hamilton
- College of Medicine and Health, University of Exeter, Exeter, UK
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29
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Keeney E, Mohiuddin S, Zienius K, Ben-Shlomo Y, Ozawa M, Grant R, Hamilton W, Weller D, Brennan PM, Hollingworth W. Economic evaluation of GPs' direct access to computed tomography for identification of brain tumours. Eur J Cancer Care (Engl) 2020; 30:e13345. [PMID: 33184924 DOI: 10.1111/ecc.13345] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2020] [Revised: 07/18/2020] [Accepted: 08/13/2020] [Indexed: 11/29/2022]
Abstract
BACKGROUND When GPs suspect a brain tumour, a referral for specialist assessment and subsequent brain imaging is generally the first option. NICE has recommended that GPs have rapid direct access to brain imaging for adults with progressive sub-acute loss of central nervous function; however, no studies have evaluated the cost-effectiveness. METHODS We developed a cost-effectiveness model based on data from one region of the UK with direct access computed tomography (DACT), routine data from GP records and the literature, to explore whether unrestricted DACT for patients with suspected brain tumour might be more cost-effective than criteria-based DACT or no DACT. RESULTS Although criteria-based DACT allows some patients without brain tumour to avoid imaging, our model suggests this may increase costs of diagnosis due to non-specific risk criteria and high costs of diagnosing or 'ruling out' brain tumours by other pathways. For patients diagnosed with tumours, differences in outcomes between the three diagnostic strategies are small. CONCLUSIONS Unrestricted DACT may reduce diagnostic costs; however, the evidence is not strong and further controlled studies are required. Criteria-based access to CT for GPs might reduce demand for DACT, but imperfect sensitivity and specificity of current risk stratification mean that it will not necessarily be cost-effective.
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Affiliation(s)
- Edna Keeney
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
| | - Syed Mohiuddin
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
| | - Karolis Zienius
- Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, UK
| | - Yoav Ben-Shlomo
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
| | - Mio Ozawa
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
| | - Robin Grant
- Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, UK
| | - William Hamilton
- Primary Care Diagnostics, University of Exeter Medical School, College House, St Luke's Campus, University of Exeter, Exeter, UK
| | - David Weller
- Centre for Population Health Sciences, University of Edinburgh, Edinburgh, UK
| | - Paul M Brennan
- Translational Neurosurgery Unit, Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, UK.,Brain Tumour Research Group, Institute of Clinical Neuroscience, Learning and Research Building, Southmead Hospital, University of Bristol, Bristol, UK
| | - William Hollingworth
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
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30
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Affiliation(s)
- I T H Au-Yong
- Department of Radiology, Nottingham University Hospitals, Nottingham, UK
| | - W Hamilton
- University of Exeter Medical School, St Luke's Campus, Exeter EX1 2LU, UK
| | - J Rawlinson
- British Thoracic Oncology Group (advocate steering committee member), NCRI Lung subGroup (consumer), and European Lung Foundation LC Patient advisory group, Sandwell, UK
| | - D R Baldwin
- Respiratory Medicine, Nottingham University Hospitals, Nottingham, UK
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31
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Lindner P, Dagöö J, Hamilton W, Miloff A, Andersson G, Schill A, Carlbring P. Virtual Reality exposure therapy for public speaking anxiety in routine care: a single-subject effectiveness trial. Cogn Behav Ther 2020; 50:67-87. [PMID: 32870126 DOI: 10.1080/16506073.2020.1795240] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Virtual Reality (VR) can be used as a therapeutic tool to conduct efficacious in-session exposure therapy by presenting virtual equivalents of phobic stimuli, yet past hardware restrictions hindered implementation in routine care and effectiveness studies. The current study examines the effectiveness of a VR-assisted treatment protocol for public speaking anxiety with demonstrated efficacy, this time in routine care, using affordable VR hardware. Participants (n = 23) were recruited via a private clinic and treated by one of four psychologists with only minimal VR-training. Using a single-subject design and dual-slope modeling (adjusting the treatment-onset slope for treatment effects), we found a significant, large decrease in self-rated public speaking anxiety following the primary three-hour session, similar in magnitude to the previous efficacy trial. Multilevel modeling of in-session process measures suggests that the protocol works as intended, by decreasing catastrophic belief expectancy and distress, and increasing perceived performance quality. Adherence to the online transition program that followed-encouraging in-vivo exposure-was relatively poor, yet symptoms decrease continued. No change was observed over the three-month follow-up period. We conclude that VR exposure therapy can be effective under routine care conditions and is an attractive approach for future, large-scale implementation and effectiveness trials.
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Affiliation(s)
- Philip Lindner
- Department of Psychology, Stockholm University , Stockholm, Sweden.,Centre for Psychiatry Research, Department of Clinical Neuroscience, Karolinska Institutet, & Stockholm Health Care Services , Region Stockholm, Stockholm, Sweden
| | | | | | - Alexander Miloff
- Department of Psychology, Stockholm University , Stockholm, Sweden
| | - Gerhard Andersson
- Centre for Psychiatry Research, Department of Clinical Neuroscience, Karolinska Institutet, & Stockholm Health Care Services , Region Stockholm, Stockholm, Sweden.,Department of Behavioural Sciences and Learning, Linköping University , Linköping, Sweden
| | | | - Per Carlbring
- Department of Psychology, Stockholm University , Stockholm, Sweden
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32
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Zhou Y, Abel GA, Hamilton W, Singh H, Walter FM, Lyratzopoulos G. Imaging activity possibly signalling missed diagnostic opportunities in bladder and kidney cancer: A longitudinal data-linkage study using primary care electronic health records. Cancer Epidemiol 2020; 66:101703. [PMID: 32334389 PMCID: PMC7294227 DOI: 10.1016/j.canep.2020.101703] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2019] [Revised: 02/13/2020] [Accepted: 03/12/2020] [Indexed: 02/07/2023]
Abstract
INTRODUCTION Sub-optimal use or interpretation of imaging investigations prior to diagnosis of certain cancers may be associated with less timely diagnosis, but pre-diagnostic imaging activity for urological cancer is unknown. METHOD We analysed linked data derived from primary and secondary care records and cancer registration to evaluate the use of clinically relevant imaging tests pre-diagnosis, in patients with bladder and kidney cancer diagnosed in 2012-15 in England. As pre-diagnostic imaging activity increased from background rate 8 months pre-diagnosis, we used logistic regression to determine factors associated with first imaging test occurring 4-8 months pre-diagnosis, considering that such instances may reflect possible missed opportunities for expediting the diagnosis. RESULTS 1963 patients with bladder or kidney cancer had at least one imaging test in the 8 months pre-diagnosis. 420 (21%) of patients had their first imaging test 4-8 months pre-diagnosis, that being ultrasound, CT and X-ray in 48%, 43% and 9% of those cases, respectively. Factors associated with greater risk of a first imaging test 4-8 months pre-diagnosis were kidney cancer, diagnosis at stages other than stage IV, first imaging having been an X-ray, test requested by GP and absence of haematuria before the imaging request. CONCLUSION About 1 in 5 patients with urological cancers receive relevant first imaging investigations 4-8 months prior to diagnosis, which may represent potential missed diagnostic opportunities for earlier diagnosis.
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Affiliation(s)
- Yin Zhou
- Primary Care Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK.
| | - Gary A Abel
- College of Medicine and Health, University of Exeter Medical School (Primary Care), Exeter, UK
| | - William Hamilton
- College of Medicine and Health, University of Exeter Medical School (Primary Care), Exeter, UK
| | - Hardeep Singh
- Center for Innovations in Quality, Effectiveness and Safety, Michael E. DeBakey Veterans Affairs Medical Center and Baylor College of Medicine, Houston, TX, USA
| | - Fiona M Walter
- Primary Care Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Georgios Lyratzopoulos
- Epidemiology of Cancer Healthcare and Outcomes (ECHO) Research Group, Department of Behavioural Science and Health, University College London, London, UK
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Lindner P, Rozental A, Jurell A, Reuterskiöld L, Andersson G, Hamilton W, Miloff A, Carlbring P. Experiences of Gamified and Automated Virtual Reality Exposure Therapy for Spider Phobia: Qualitative Study. JMIR Serious Games 2020; 8:e17807. [PMID: 32347803 PMCID: PMC7221644 DOI: 10.2196/17807] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2020] [Revised: 02/25/2020] [Accepted: 03/11/2020] [Indexed: 12/13/2022] Open
Abstract
Background Virtual reality exposure therapy is an efficacious treatment of anxiety disorders, and recent research suggests that such treatments can be automated, relying on gamification elements instead of a real-life therapist directing treatment. Such automated, gamified treatments could be disseminated without restrictions, helping to close the treatment gap for anxiety disorders. Despite initial findings suggesting high efficacy, very is little is known about how users experience this type of intervention. Objective The aim of this study was to examine user experiences of automated, gamified virtual reality exposure therapy using in-depth qualitative methods. Methods Seven participants were recruited from a parallel clinical trial comparing automated, gamified virtual reality exposure therapy for spider phobia against an in vivo exposure equivalent. Participants received the same virtual reality treatment as in the trial and completed a semistructured interview afterward. The transcribed material was analyzed using thematic analysis. Results Many of the uncovered themes pertained directly or indirectly to a sense of presence in the virtual environment, both positive and negative. The automated format was perceived as natural and the gamification elements appear to have been successful in framing the experience not as psychotherapy devoid of a therapist but rather as a serious game with a psychotherapeutic goal. Conclusions Automated, gamified virtual reality exposure therapy appears to be an appealing treatment modality and to work by the intended mechanisms. Findings from the current study may guide the next generation of interventions and inform dissemination efforts and future qualitative research into user experiences.
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Affiliation(s)
- Philip Lindner
- Department of Psychology, Stockholm University, Stockholm, Sweden.,Center for Psychiatry Research, Department of Clinical Neuroscience, Karolinska Institutet & Stockholm Health Care Services, Region Stockholm, Stockholm, Sweden
| | - Alexander Rozental
- Center for Psychiatry Research, Department of Clinical Neuroscience, Karolinska Institutet & Stockholm Health Care Services, Region Stockholm, Stockholm, Sweden
| | - Alice Jurell
- Department of Psychology, Stockholm University, Stockholm, Sweden
| | - Lena Reuterskiöld
- Department of Psychology, Stockholm University, Stockholm, Sweden.,Center for Psychiatry Research, Department of Clinical Neuroscience, Karolinska Institutet & Stockholm Health Care Services, Region Stockholm, Stockholm, Sweden
| | - Gerhard Andersson
- Center for Psychiatry Research, Department of Clinical Neuroscience, Karolinska Institutet & Stockholm Health Care Services, Region Stockholm, Stockholm, Sweden.,Department of Behavioral Sciences and Learning, Linköping University, Linköping, Sweden
| | | | - Alexander Miloff
- Department of Psychology, Stockholm University, Stockholm, Sweden
| | - Per Carlbring
- Department of Psychology, Stockholm University, Stockholm, Sweden
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Miloff A, Carlbring P, Hamilton W, Andersson G, Reuterskiöld L, Lindner P. Measuring Alliance Toward Embodied Virtual Therapists in the Era of Automated Treatments With the Virtual Therapist Alliance Scale (VTAS): Development and Psychometric Evaluation. J Med Internet Res 2020; 22:e16660. [PMID: 32207690 PMCID: PMC7139418 DOI: 10.2196/16660] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2019] [Revised: 12/09/2019] [Accepted: 12/15/2019] [Indexed: 01/20/2023] Open
Abstract
BACKGROUND Automated virtual reality exposure therapies (VRETs) are self-help treatments conducted by oneself and supported by a virtual therapist embodied visually and/or with audio feedback. This simulates many of the nonspecific relational elements and common factors present in face-to-face therapy and may be a means of improving adherence to and efficacy of self-guided treatments. However, little is known about alliance toward the virtual therapist, despite alliance being an important predictor of treatment outcome. OBJECTIVE In this study, we aimed to evaluate the first alliance instrument developed for use with embodied virtual therapists in an automated treatment format-the Virtual Therapist Alliance Scale (VTAS)-by (1) assessing its psychometric properties, (2) verifying the dimensionality of the scale, and (3) determining the predictive ability of the scale with treatment outcome. METHODS A psychometric evaluation and exploratory factor analysis of the VTAS was conducted using data from two samples of spider-fearful patients treated with VRET and the help of an embodied, voice-based virtual therapist (n=70). Multiple regression models and bivariate correlations were used to assess the VTAS relationship with treatment outcome, according to self-reported fear and convergence with presence and user-friendliness process measures. RESULTS The VTAS showed a sound two-factor solution composed of a primary factor covering task, goal, and copresence; adequate internal consistency; and good convergent validity, including moderate correlation (r=.310, P=.01) with outcomes over follow-up. CONCLUSIONS These preliminary results suggest that alliance toward a virtual therapist is a significant predictor of treatment outcome, favors the importance of a task-goal over bond-factor, and should be explored in studies with larger sample sizes and in additional forms of embodiment.
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Affiliation(s)
- Alexander Miloff
- Department of Psychology, Stockholm University, Stockholm, Sweden
| | - Per Carlbring
- Department of Psychology, Stockholm University, Stockholm, Sweden
| | | | - Gerhard Andersson
- Department of Behavioral Sciences and Learning, Linköping University, Linköping, Sweden
- Centre for Psychiatry Research, Department of Clinical Neuroscience, Karolinska Institute, Stockholm, Sweden
| | - Lena Reuterskiöld
- Centre for Psychiatry Research, Department of Clinical Neuroscience, Karolinska Institute, Stockholm, Sweden
| | - Philip Lindner
- Department of Psychology, Stockholm University, Stockholm, Sweden
- Centre for Psychiatry Research, Department of Clinical Neuroscience, Karolinska Institute, Stockholm, Sweden
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Lindner P, Miloff A, Bergman C, Andersson G, Hamilton W, Carlbring P. Gamified, Automated Virtual Reality Exposure Therapy for Fear of Spiders: A Single-Subject Trial Under Simulated Real-World Conditions. Front Psychiatry 2020; 11:116. [PMID: 32210850 PMCID: PMC7069224 DOI: 10.3389/fpsyt.2020.00116] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/05/2019] [Accepted: 02/10/2020] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND Virtual Reality exposure therapy (VRET) is an evidence-based treatment of phobias and recent research suggests that this applies also to self-contained, automated interventions requiring no therapist guidance. With the advent and growing adoption of consumer VR technology, automated VR intervention have the potential to close the considerable treatment gap for specific phobias through dissemination as consumer applications, self-help at clinics, or as blended treatment. There is however a lack of translational effectiveness studies on VRET treatment effects under real-world conditions. METHODS We conducted a single-arm (n = 25), single-subject study of automated, gamified VRET for fear of spiders, under simulated real-world conditions. After setup and reading instructions, participants completed the automated, single-session treatment by themselves. Self-rated fear of spiders and quality of life served as outcome measures, measured twice before, and one and two weeks after treatment, and at a six-month follow-up. Session characteristics and user experience measures were collected at the end of the session. RESULTS Mixed-effects modeling revealed a significant and large (d = 1.26) effect of treatment-onset on phobia symptoms (p < .001), and a small (d = 0.49) effect on quality of life (p = .025). Results were maintained at a six-month follow-up (p > .053). The intervention was tolerable and practical. There were no significant correlations between any user experience measure and decrease in phobia symptoms (p > .209). CONCLUSIONS An automated VRET intervention for fear of spiders showed equivalent effects on phobia symptoms under effectiveness conditions as previously reported under efficacy conditions. These results suggest that automated VRET applications are promising self-help treatments also when provided under real-world conditions. PRE-REGISTRATION Open Science Foundation, https://doi.org/10.17605/OSF.IO/78GUB.
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Affiliation(s)
- Philip Lindner
- Department of Psychology, Stockholm University, Stockholm, Sweden.,Centre for Psychiatry Research, Department of Clinical Neuroscience, Karolinska Institutet & Stockholm Health Care Services, Stockholm County Council, Stockholm, Sweden
| | - Alexander Miloff
- Department of Psychology, Stockholm University, Stockholm, Sweden
| | - Camilla Bergman
- Department of Psychology, Uppsala University, Uppsala, Sweden
| | - Gerhard Andersson
- Centre for Psychiatry Research, Department of Clinical Neuroscience, Karolinska Institutet & Stockholm Health Care Services, Stockholm County Council, Stockholm, Sweden.,Department of Behavioral Sciences and Learning, Linköping University, Linköping, Sweden
| | | | - Per Carlbring
- Department of Psychology, Stockholm University, Stockholm, Sweden
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Nicholson BD, Aveyard P, Bankhead CR, Hamilton W, Hobbs FDR, Lay-Flurrie S. Determinants and extent of weight recording in UK primary care: an analysis of 5 million adults' electronic health records from 2000 to 2017. BMC Med 2019; 17:222. [PMID: 31783757 PMCID: PMC6883613 DOI: 10.1186/s12916-019-1446-y] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/29/2019] [Accepted: 10/02/2019] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Excess weight and unexpected weight loss are associated with multiple disease states and increased morbidity and mortality, but weight measurement is not routine in many primary care settings. The aim of this study was to characterise who has had their weight recorded in UK primary care, how frequently, by whom and in relation to which clinical events, symptoms and diagnoses. METHODS A longitudinal analysis of UK primary care electronic health records (EHR) data from 2000 to 2017. Descriptive statistics were used to summarise weight recording in terms of patient sociodemographic characteristics, health professional encounters, clinical events, symptoms and diagnoses. Negative binomial regression was used to model the likelihood of having a weight record each year, and Cox regression to the likelihood of repeated weight recording. RESULTS A total of 14,049,871 weight records were identified in the EHR of 4,918,746 patients during the study period, representing 26,998,591 person-years of observation. Around a third of patients had a weight record each year. Forty-nine percent of weight records were repeated within a year with an average time to a repeat weight record of 1.92 years. Weight records were most often taken by nursing staff (38-42%) and GPs (37-39%) as part of a routine clinical care, such as chronic disease reviews (16%), medication reviews (6-8%) and health checks (6-7%), or were associated with consultations for contraception (5-8%), respiratory disease (5%) and obesity (1%). Patient characteristics independently associated with an increased likelihood of weight recording were as follows: female sex, younger and older adults, non-drinkers, ex-smokers, low or high BMI, being more deprived, diagnosed with a greater number of comorbidities and consulting more frequently. The effect of policy-level incentives to record weight did not appear to be sustained after they were removed. CONCLUSION Weight recording is not a routine activity in UK primary care. It is recorded for around a third of patients each year and is repeated on average every 2 years for these patients. It is more common in females with higher BMI and in those with comorbidity. Incentive payments and their removal appear to be associated with increases and decreases in weight recording.
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Affiliation(s)
- B D Nicholson
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Radcliffe Observatory Quarter, Oxford, OX2 6GG, UK.
| | - P Aveyard
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Radcliffe Observatory Quarter, Oxford, OX2 6GG, UK
| | - C R Bankhead
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Radcliffe Observatory Quarter, Oxford, OX2 6GG, UK
| | - W Hamilton
- Medical School, University of Exeter, Exeter, UK
| | - F D R Hobbs
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Radcliffe Observatory Quarter, Oxford, OX2 6GG, UK
| | - S Lay-Flurrie
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Radcliffe Observatory Quarter, Oxford, OX2 6GG, UK
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Lindner P, Hamilton W, Miloff A, Carlbring P. How to Treat Depression With Low-Intensity Virtual Reality Interventions: Perspectives on Translating Cognitive Behavioral Techniques Into the Virtual Reality Modality and How to Make Anti-Depressive Use of Virtual Reality-Unique Experiences. Front Psychiatry 2019; 10:792. [PMID: 31736809 PMCID: PMC6836923 DOI: 10.3389/fpsyt.2019.00792] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/05/2019] [Accepted: 10/04/2019] [Indexed: 01/05/2023] Open
Abstract
Depression is a common mental disorder with a large treatment gap. Low-intensity, automated virtual reality (VR) interventions (not requiring a therapist) is a scalable and promising solution now that VR is an accessible and mature, consumer technology. Yet unlike with phobias, there have been few attempts at translating evidence-based cognitive behavioral therapeutic (CBT) techniques for depression into the VR modality. In this paper, we discuss how specific CBT techniques can be made into VR experiences, including psychoeducation, behavioral activation, cognitive restructuring, and social skills training. We also discuss how VR-unique experiences, such as alternative embodiment and virtual pet interactions, can be made therapeutic. Creating a pre-clinical and clinical evidence base for these types of novel interventions should be considered a research priority, and high-quality development on par with other consumer VR applications will be essential to the success of any consumer-targeted intervention. If this is achieved, low-intensity VR interventions for depression have great potential to make an impact on public mental health.
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Affiliation(s)
- Philip Lindner
- Department of Psychology, Stockholm University, Stockholm, Sweden
- Centre for Psychiatry Research, Department of Clinical Neuroscience, Karolinska Institutet, & Stockholm Health Care Services, Stockholm County Council, Stockholm, Sweden
- Center for Dependency Disorders, Stockholm Health Care Services, Stockholm County Council, Stockholm, Sweden
| | | | - Alexander Miloff
- Department of Psychology, Stockholm University, Stockholm, Sweden
| | - Per Carlbring
- Department of Psychology, Stockholm University, Stockholm, Sweden
- Department of Psychology, University of Southern Denmark, Odense, Denmark
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Roberts L, Bernasconi A, Netto CDC, Elliott A, Hamilton W, O'Malley M. Cuboid Edema Syndrome Following Fixation of Proximal Fifth Metatarsal Fractures in Professional Athletes. Foot Ankle Spec 2019; 12:373-379. [PMID: 31248285 DOI: 10.1177/1938640019857798] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Stress fractures of the proximal fifth metatarsal are common injuries in elite athletes. Fixation using an intramedullary screw represents the most popular surgery performed for treating these injuries, with excellent results in most cases. However, multiple reports in the literature highlight the possibility of painful hardware, usually related to the presence of the screw head, following intramedullary fixation In this case report, we outline 4 cases of professional athletes who developed lateral-based foot symptoms following complete healing of their surgically treated proximal fifth metatarsal fractures and were found to have significant cuboid edema on magnetic resonance images. We also outline recommendations regarding specific surgical technique considerations aiming to minimize this possible complication. Level of Evidence: Level V: Case report.
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Affiliation(s)
- Lauren Roberts
- Foot and Ankle Service, Department of Orthopaedic Surgery, Hospital for Special Surgery, New York
| | - Alessio Bernasconi
- Foot and Ankle Unit, Royal National Orthopaedic Hospital, London, Stanmore, Middlesex, UK
- Orthopaedics and Traumatology Unit, Department of Public Health, "Federico II" University of Naples, Napoli, Italy
| | - Cesar de Cesar Netto
- Foot and Ankle Service, Department of Orthopaedic Surgery, Hospital for Special Surgery, New York
| | - Andrew Elliott
- Foot and Ankle Service, Department of Orthopaedic Surgery, Hospital for Special Surgery, New York
| | - William Hamilton
- Foot and Ankle Service, Department of Orthopaedic Surgery, Hospital for Special Surgery, New York
| | - Martin O'Malley
- Foot and Ankle Service, Department of Orthopaedic Surgery, Hospital for Special Surgery, New York
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Walter FM, Thompson MJ, Wellwood I, Abel GA, Hamilton W, Johnson M, Lyratzopoulos G, Messenger MP, Neal RD, Rubin G, Singh H, Spencer A, Sutton S, Vedsted P, Emery JD. Evaluating diagnostic strategies for early detection of cancer: the CanTest framework. BMC Cancer 2019; 19:586. [PMID: 31200676 PMCID: PMC6570853 DOI: 10.1186/s12885-019-5746-6] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2018] [Accepted: 05/23/2019] [Indexed: 11/28/2022] Open
Abstract
BACKGROUND Novel diagnostic triage and testing strategies to support early detection of cancer could improve clinical outcomes. Most apparently promising diagnostic tests ultimately fail because of inadequate performance in real-world, low prevalence populations such as primary care or general community populations. They should therefore be systematically evaluated before implementation to determine whether they lead to earlier detection, are cost-effective, and improve patient safety and quality of care, while minimising over-investigation and over-diagnosis. METHODS We performed a systematic scoping review of frameworks for the evaluation of tests and diagnostic approaches. RESULTS We identified 16 frameworks: none addressed the entire continuum from test development to impact on diagnosis and patient outcomes in the intended population, nor the way in which tests may be used for triage purposes as part of a wider diagnostic strategy. Informed by these findings, we developed a new framework, the 'CanTest Framework', which proposes five iterative research phases forming a clear translational pathway from new test development to health system implementation and evaluation. CONCLUSION This framework is suitable for testing in low prevalence populations, where tests are often applied for triage testing and incorporated into a wider diagnostic strategy. It has relevance for a wide range of stakeholders including patients, policymakers, purchasers, healthcare providers and industry.
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Affiliation(s)
- Fiona M. Walter
- The Primary Care Unit, Department of Public Health & Primary Care, University of Cambridge, Cambridge, CB1 8RN UK
| | | | - Ian Wellwood
- The Primary Care Unit, Department of Public Health & Primary Care, University of Cambridge, Cambridge, CB1 8RN UK
| | - Gary A. Abel
- University of Exeter, St Luke’s Campus, Exeter, EX1 2LU UK
| | | | - Margaret Johnson
- The Primary Care Unit, Department of Public Health & Primary Care, University of Cambridge, Cambridge, CB1 8RN UK
| | - Georgios Lyratzopoulos
- Department of Behavioural Science and Health, Epidemiology of Cancer Healthcare and Outcomes (ECHO) Research Group, University College London, London, UK
| | - Michael P. Messenger
- National Institute of Health Research (NIHR) Leeds In Vitro Diagnostic Cooperative (IVDC), Leeds Centre for Personalised Medicine and Health, University of Leeds, Leeds, UK
| | - Richard D. Neal
- Academic Unit of Primary Care, Leeds Institute of Health Sciences, University of Leeds, Leeds, UK
| | - Greg Rubin
- Institute of Health and Society, University of Newcastle, Sir James Spence Institute, Royal Victoria Infirmary, Newcastle, NE1 4LP UK
| | - Hardeep Singh
- Center for Innovations in Quality, Effectiveness and Safety, Michael E. DeBakey Veterans Affairs Medical Center and Baylor College of Medicine, Houston, TX USA
| | - Anne Spencer
- Health Economics Group, University of Exeter, St Luke’s Campus, Exeter, EX1 2LU Devon UK
| | - Stephen Sutton
- The Primary Care Unit, Department of Public Health & Primary Care, University of Cambridge, Cambridge, CB1 8RN UK
| | - Peter Vedsted
- Research Centre for Cancer Diagnosis – CaP, The Research Unit for General Practice and Research Clinic for Innovative Health Care Delivery, Department of Clinical Medicine, Aarhus University, Bartholins Alle 2, 8000 Aarhus, Denmark
| | - Jon D. Emery
- Centre for Cancer Research and Department of General Practice, University of Melbourne, 10th floor, Victorian Comprehensive Cancer Centre, 305 Grattan St, Melbourne, VIC 3010 Australia
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Ranson JM, Kuźma E, Hamilton W, Muniz-Terrera G, Langa KM, Llewellyn DJ. Predictors of dementia misclassification when using brief cognitive assessments. Neurol Clin Pract 2019; 9:109-117. [PMID: 31041124 PMCID: PMC6461420 DOI: 10.1212/cpj.0000000000000566] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2018] [Accepted: 09/17/2018] [Indexed: 12/12/2022]
Abstract
BACKGROUND Brief cognitive assessments can result in false-positive and false-negative dementia misclassification. We aimed to identify predictors of misclassification by 3 brief cognitive assessments; the Mini-Mental State Examination (MMSE), Memory Impairment Screen (MIS) and animal naming (AN). METHODS Participants were 824 older adults in the population-based US Aging, Demographics and Memory Study with adjudicated dementia diagnosis (DSM-III-R and DSM-IV criteria) as the reference standard. Predictors of false-negative, false-positive and overall misclassification by the MMSE (cut-point <24), MIS (cut-point <5) and AN (cut-point <9) were analysed separately in multivariate bootstrapped fractional polynomial regression models. Twenty-two candidate predictors included sociodemographics, dementia risk factors and potential sources of test bias. RESULTS Misclassification by at least one assessment occurred in 301 (35.7%) participants, whereas only 14 (1.7%) were misclassified by all 3 assessments. There were different patterns of predictors for misclassification by each assessment. Years of education predicts higher false-negatives (odds ratio [OR] 1.23, 95% confidence interval [95% CI] 1.07-1.40) and lower false-positives (OR 0.77, 95% CI 0.70-0.83) by the MMSE. Nursing home residency predicts lower false-negatives (OR 0.15, 95% CI 0.03-0.63) and higher false-positives (OR 4.85, 95% CI 1.27-18.45) by AN. Across the assessments, false-negatives were most consistently predicted by absence of informant-rated poor memory. False-positives were most consistently predicted by age, nursing home residency and non-Caucasian ethnicity (all p < 0.05 in at least 2 models). The only consistent predictor of overall misclassification across all assessments was absence of informant-rated poor memory. CONCLUSIONS Dementia is often misclassified when using brief cognitive assessments, largely due to test specific biases.
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Affiliation(s)
- Janice M Ranson
- University of Exeter Medical School (J.M.R., E.K., W.H., D.J.L.); Centre for Dementia Prevention, University of Edinburgh (G.M.-T.), United Kingdom; The Alan Turing Institute (D.J.L.), London, United Kingdom; and Medical School (K.M.L.), Institute for Social Research, Institute for Healthcare Policy and Innovation, Veterans Affairs Ann Arbor Healthcare System, University of Michigan
| | - Elżbieta Kuźma
- University of Exeter Medical School (J.M.R., E.K., W.H., D.J.L.); Centre for Dementia Prevention, University of Edinburgh (G.M.-T.), United Kingdom; The Alan Turing Institute (D.J.L.), London, United Kingdom; and Medical School (K.M.L.), Institute for Social Research, Institute for Healthcare Policy and Innovation, Veterans Affairs Ann Arbor Healthcare System, University of Michigan
| | - William Hamilton
- University of Exeter Medical School (J.M.R., E.K., W.H., D.J.L.); Centre for Dementia Prevention, University of Edinburgh (G.M.-T.), United Kingdom; The Alan Turing Institute (D.J.L.), London, United Kingdom; and Medical School (K.M.L.), Institute for Social Research, Institute for Healthcare Policy and Innovation, Veterans Affairs Ann Arbor Healthcare System, University of Michigan
| | - Graciela Muniz-Terrera
- University of Exeter Medical School (J.M.R., E.K., W.H., D.J.L.); Centre for Dementia Prevention, University of Edinburgh (G.M.-T.), United Kingdom; The Alan Turing Institute (D.J.L.), London, United Kingdom; and Medical School (K.M.L.), Institute for Social Research, Institute for Healthcare Policy and Innovation, Veterans Affairs Ann Arbor Healthcare System, University of Michigan
| | - Kenneth M Langa
- University of Exeter Medical School (J.M.R., E.K., W.H., D.J.L.); Centre for Dementia Prevention, University of Edinburgh (G.M.-T.), United Kingdom; The Alan Turing Institute (D.J.L.), London, United Kingdom; and Medical School (K.M.L.), Institute for Social Research, Institute for Healthcare Policy and Innovation, Veterans Affairs Ann Arbor Healthcare System, University of Michigan
| | - David J Llewellyn
- University of Exeter Medical School (J.M.R., E.K., W.H., D.J.L.); Centre for Dementia Prevention, University of Edinburgh (G.M.-T.), United Kingdom; The Alan Turing Institute (D.J.L.), London, United Kingdom; and Medical School (K.M.L.), Institute for Social Research, Institute for Healthcare Policy and Innovation, Veterans Affairs Ann Arbor Healthcare System, University of Michigan
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Newlove-Delgado T, Hamilton W, Ford TJ, Stein K, Ukoumunne OC. Prescribing for young people with attention deficit hyperactivity disorder in UK primary care: analysis of data from the Clinical Practice Research Datalink. ACTA ACUST UNITED AC 2019; 11:255-262. [PMID: 30730035 DOI: 10.1007/s12402-019-00288-6] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2018] [Accepted: 01/28/2019] [Indexed: 11/25/2022]
Abstract
Guidance on management of attention deficit hyperactivity disorder (ADHD) in the UK was issued by the National Institute for Clinical Excellence in 2008. No UK study has examined all psychotropic prescribing in young people with ADHD since the introduction of the guidance; this is especially relevant due to the high prevalence of psychiatric comorbidity in this population. The aim of this study was to describe primary care prescribing of ADHD and other psychotropic medications for young people with ADHD. The analysis of records of patients with an ADHD diagnosis in the UK Clinical Practice Research Datalink from 2005 to 2013 was performed. Estimation of the prevalence of prescribing of ADHD and other psychotropic medications over 8-year follow-up for cases aged 10-20 years in 2005 was carried out. Of 9390 ADHD cases, 61.6% [95% confidence interval (CI) 60.6-62.5%] had a prescription at some point for ADHD medication. Prescribing of other psychotropic medications was higher in girls than in boys (36.4% vs. 22.7%; p < 0.001). ADHD prescribing prevalence declined steeply between the ages of 16 and 18 from 37.8% (95% CI 36.6-38.9) to 23.7% (95% CI 22.7-24.6%). There was a parallel increase in prescribing of other psychotropics from 3.8% (95% CI 3.4-4.3%) to 6.6% (95% CI 6.0-7.3%). There is scope to optimise the management of ADHD and psychiatric comorbidities in young people, and there is a need for sustainable models of ADHD care for young adults, supported by appropriate training and specialist services.
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Affiliation(s)
- Tamsin Newlove-Delgado
- University of Exeter Medical School, St. Luke's Campus, Heavitree Road, Exeter, EX1 2LU, UK.
| | - William Hamilton
- University of Exeter Medical School, St. Luke's Campus, Heavitree Road, Exeter, EX1 2LU, UK
| | - Tamsin J Ford
- University of Exeter Medical School, St. Luke's Campus, Heavitree Road, Exeter, EX1 2LU, UK
| | - Ken Stein
- NIHR CLAHRC South West Peninsula [PenCLAHRC], University of Exeter Medical School, Exeter, UK
| | - Obioha C Ukoumunne
- NIHR CLAHRC South West Peninsula [PenCLAHRC], University of Exeter Medical School, Exeter, UK
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Lindner P, Miloff A, Hamilton W, Carlbring P. The Potential of Consumer-Targeted Virtual Reality Relaxation Applications: Descriptive Usage, Uptake and Application Performance Statistics for a First-Generation Application. Front Psychol 2019; 10:132. [PMID: 30778311 PMCID: PMC6369194 DOI: 10.3389/fpsyg.2019.00132] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2018] [Accepted: 01/15/2019] [Indexed: 01/25/2023] Open
Abstract
Virtual Reality (VR) technology can be used to create immersive environments that promote relaxation and distraction, yet it is only with the recent advent of consumer VR platforms that such applications have the potential for widespread dissemination, particularly in the form of consumer-targeted self-help applications available at regular digital marketplaces. If widely distributed and used as intended, such applications have the potential to make a much-needed impact on public mental health. In this study, we report real-world aggregated uptake, usage and application performance statistics from a first-generation consumer-targeted VR relaxation application which has been publicly available for almost 2 years. While a total of 40,000 unique users signals an impressive dissemination potential, average session duration was lower than expected, and the data suggests a low number of recurrent users. Usage of headphones and auxiliary input devices was relatively low, and some application performance issues were evident (e.g., lower than intended framerate and occurrence of overheating). These findings have important implications for the design of the future VR relaxation applications, revealing primarily that user engagement needs to be addressed in the early stage of development by including features that promote prolonged and recurrent use (e.g., gamification elements).
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Affiliation(s)
- Philip Lindner
- Department of Psychology, Stockholm University, Stockholm, Sweden
| | - Alexander Miloff
- Department of Psychology, Stockholm University, Stockholm, Sweden
| | | | - Per Carlbring
- Department of Psychology, Stockholm University, Stockholm, Sweden
- Department of Psychology, University of Southern Denmark, Odense, Denmark
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Cross AJ, Wooldrage K, Robbins EC, Pack K, Brown JP, Hamilton W, Thompson MR, Flashman KG, Halligan S, Thomas-Gibson S, Vance M, Saunders BP, Atkin W. Whole-colon investigation vs. flexible sigmoidoscopy for suspected colorectal cancer based on presenting symptoms and signs: a multicentre cohort study. Br J Cancer 2019; 120:154-164. [PMID: 30563992 PMCID: PMC6342953 DOI: 10.1038/s41416-018-0335-z] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2018] [Revised: 10/17/2018] [Accepted: 10/24/2018] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Patients with suspected colorectal cancer (CRC) usually undergo colonoscopy. Flexible sigmoidoscopy (FS) may be preferred if proximal cancer risk is low. We investigated which patients could undergo FS alone. METHODS Cohort study of 7375 patients (≥55 years) referred with suspected CRC to 21 English hospitals (2004-2007), followed using hospital records and cancer registries. We calculated yields and number of needed whole-colon examinations (NNE) to diagnose one cancer by symptoms/signs and subsite. We considered narrow (haemoglobin <11 g/dL men; <10 g/dL women) and broad (<13 g/dL men; <12 g/dL women) anaemia definitions and iron-deficiency anaemia (IDA). RESULTS One hundred and twenty-seven proximal and 429 distal CRCs were diagnosed. A broad anaemia definition identified 80% of proximal cancers; a narrow definition with IDA identified 39%. In patients with broad definition anaemia and/or abdominal mass, proximal cancer yield and NNE were 4.8% (97/2022) and 21. In patients without broad definition anaemia and/or abdominal mass, with rectal bleeding or increased stool frequency (41% of cohort), proximal cancer yield and NNE were 0.4% (13/3031) and 234. CONCLUSION Most proximal cancers are accompanied by broad definition anaemia. In patients without broad definition anaemia and/or abdominal mass, with rectal bleeding or increased stool frequency, proximal cancer is rare and FS should suffice.
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Affiliation(s)
- Amanda J Cross
- Cancer Screening and Prevention Research Group, Department of Surgery and Cancer, Imperial College London, London, UK.
| | - Kate Wooldrage
- Cancer Screening and Prevention Research Group, Department of Surgery and Cancer, Imperial College London, London, UK
| | - Emma C Robbins
- Cancer Screening and Prevention Research Group, Department of Surgery and Cancer, Imperial College London, London, UK
| | - Kevin Pack
- Cancer Screening and Prevention Research Group, Department of Surgery and Cancer, Imperial College London, London, UK
| | - Jeremy P Brown
- Cancer Screening and Prevention Research Group, Department of Surgery and Cancer, Imperial College London, London, UK
| | - William Hamilton
- Institute of Health Research, University of Exeter Medical School, Exeter, UK
| | - Michael R Thompson
- Department of Colorectal Surgery, Queen Alexandra Hospital, Portsmouth Hospitals NHS Trust, Portsmouth, UK
| | - Karen G Flashman
- Department of Colorectal Surgery, Queen Alexandra Hospital, Portsmouth Hospitals NHS Trust, Portsmouth, UK
| | - Steve Halligan
- University College London Centre for Medical Imaging, University College London, London, UK
| | | | - Margaret Vance
- Wolfson Unit for Endoscopy, St Mark's Hospital, London, UK
| | | | - Wendy Atkin
- Cancer Screening and Prevention Research Group, Department of Surgery and Cancer, Imperial College London, London, UK
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Ankus E, Price SJ, Ukoumunne OC, Hamilton W, Bailey SER. Cancer incidence in patients with a high normal platelet count: a cohort study using primary care data. Fam Pract 2018; 35:671-675. [PMID: 29659802 DOI: 10.1093/fampra/cmy018] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND A platelet count >400 × 109/l (i.e. thrombocytosis) is a recently discovered risk marker of cancer. The risk of undiagnosed cancer in patients with thrombocytosis is 11.6% for men and 6.2% for women, well above the 3% risk threshold set by National Institute for Health and Care Excellence (NICE) for cancer investigation. Patients with a platelet count at the upper end of the normal range (325-400 × 109/l) could be at increased risk of undiagnosed malignancy. OBJECTIVE To quantify the risk of an undiagnosed cancer in patients with a platelet count at the upper end of the normal range. METHODS A primary care-based cohort study using Clinical Practice Research Datalink (CPRD) data from 2000 to 2013. The study sample comprised 2704 individuals stratified by platelet count: 325-349 × 109/l; 350-374 × 109/l; 375-399 × 109/l. Incident cancer diagnoses in the year following that platelet count were obtained from patient records. RESULTS Cancer incidence rose with increasing platelet count: 2.6% [95% confidence interval (CI) 1.9 to 3.6] in subjects with a count of 325-349 × 109/l, 3.7% (95% CI 2.5 to 5.3) in subjects with a count of 350-374 × 109/l and 5.1% (95% CI 3.4 to 7.5) in those with a count of 375-399 × 109/l. Colorectal cancer was most commonly diagnosed in all three groups. Cancer incidence was consistently higher in males than in females. CONCLUSION These results suggest that clinicians should consider cancer in patients with a platelet count >375 × 109/l, review reasons for testing and any additional reported symptoms. Until these results are replicated on a larger scale, recommendations for clinical action cannot be made.
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Affiliation(s)
- Emily Ankus
- University of South Florida, Tampa, Florida, USA
| | | | - Obioha C Ukoumunne
- National Institute for Health Research (NIHR) CLAHRC South West Peninsula, University of Exeter Medical School, Exeter, UK
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Zienius K, Brennan P, Ben-Shlomo Y, Ozawa M, Keeney E, Weller D, Hamilton W, Hollingworth W, Grant R. EPID-07. RELATIONSHIP BETWEEN COGNITION, SPEED OF PRESENTATION AND SEMANTIC VERBAL FLUENCY TEST IN PATIENTS WITH NEW INTRA-CEREBRAL TUMORS. Neuro Oncol 2018. [DOI: 10.1093/neuonc/noy148.334] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Affiliation(s)
- Karolis Zienius
- Edinburgh Centre for Neuro-Oncology, Edinburgh, Scotland, United Kingdom
| | - Paul Brennan
- University of Edinburgh, Edinburgh, Scotland, United Kingdom
| | | | - Mio Ozawa
- University of Bristol, Bristol, England, United Kingdom
| | - Edna Keeney
- University of Bristol, Bristol, England, United Kingdom
| | - David Weller
- University of Edinburgh, Edinburgh, Scotland, United Kingdom
| | | | | | - Robin Grant
- Edinburgh Centre for Neuro-Oncology, Edinburgh, Scotland, United Kingdom
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Abstract
IMPORTANCE Primary care is an important part of the care pathway for patients with psychosis; therefore, primary care physicians need to be able to accurately identify those at clinical high risk of psychosis. The difficulty of this task is increased because clinical high-risk symptoms are frequently nonspecific to psychosis. OBJECTIVE To determine whether the consultation patterns for a prespecified set of symptoms can be used to identify primary care patients who later developed a psychotic illness. DESIGN, SETTING, AND PARTICIPANTS This nested case-control study used primary care consultation data collected from 530 primary care practices in 13 UK regions from January 1, 2000, through September 30, 2009. Participants included 11 690 adults with a diagnosis of psychosis and 81 793 control participants who did not have a diagnosis of psychosis individually matched by age group, sex, and primary care practice. Data were analyzed from July 1, 2015, through June 2, 2017. EXPOSURES Prespecified symptoms selected from literature included attention-deficit/hyperactivity disorder-like symptoms, bizarre behavior, blunted affect, problems associated with cannabis, depressive symptoms, role functioning problems, social isolation, symptoms of mania, obsessive-compulsive disorder-like symptoms, disordered personal hygiene, sleep disturbance, problems associated with cigarette smoking, and suicidal behavior (including self-harm). MAIN OUTCOMES AND MEASURES Case (diagnosis of psychosis) or control (no diagnosis of psychosis) status. Conditional logistic regression was used to investigate the association between symptoms and case-control status in the 5 years before diagnosis. Positive predictive values (PPVs) were calculated using the Bayes theorem for symptoms stratified by age group and sex. Repeated-measures Poisson regression was used to investigate symptom consultation rate. RESULTS Of the total sample of 93 483 participants, 57.4% were female and 40.0% were older than 60 years (mean [SD] age, 51.34 [21.75] years). Twelve symptoms were associated with a later psychotic diagnosis (all prespecified symptoms except disordered personal hygiene). The strongest association was with suicidal behavior (odds ratio [OR], 19.06; 95% CI, 16.55-21.95). Positive predictive values were heterogeneous across age and sex. The highest PPVs were for suicidal behavior (33.0% in men 24 years or younger [95% CI, 24.2%-43.2%] and 19.6% in women aged 25-34 years [95% CI, 13.7%-27.2%]). Pairs of symptoms were associated with an increase in PPV. Consultation rates were higher in cases and increased 3 months before diagnosis. CONCLUSIONS AND RELEVANCE Most of the preselected nonspecific symptoms were associated with a later psychotic diagnosis, particularly among young men consulting for suicidal behavior, especially if consulting with increasing frequency. These symptoms should alert physicians to patients who may benefit from a further assessment of psychotic symptoms.
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Affiliation(s)
- Sarah A. Sullivan
- Centre for Academic Primary Care, University of Bristol, Bristol, United Kingdom
- National Institute for Health Research Collaboration for Leadership in Applied Health Research and Care West, University Hospitals Bristol National Health Service Foundation Trust, University of Bristol, Bristol, United Kingdom
| | - William Hamilton
- Exeter Medical School, University of Exeter, Exeter, United Kingdom
| | - Kate Tilling
- National Institute for Health Research Collaboration for Leadership in Applied Health Research and Care West, University Hospitals Bristol National Health Service Foundation Trust, University of Bristol, Bristol, United Kingdom
- School of Social and Community Medicine, University of Bristol, Bristol, United Kingdom
| | - Theresa Redaniel
- National Institute for Health Research Collaboration for Leadership in Applied Health Research and Care West, University Hospitals Bristol National Health Service Foundation Trust, University of Bristol, Bristol, United Kingdom
| | - Paul Moran
- Centre for Academic Mental Health, University of Bristol, Bristol, United Kingdom
| | - Glyn Lewis
- Division of Psychiatry, University College London, London, United Kingdom
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Chiva Giurca B, Hamilton W, Martins T. The impact of health literacy on diagnosis and outcomes of symptomatic cancer by ethnicity: a systematic review protocol. Syst Rev 2018; 7:164. [PMID: 30326949 PMCID: PMC6192147 DOI: 10.1186/s13643-018-0831-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/14/2017] [Accepted: 10/01/2018] [Indexed: 01/03/2023] Open
Abstract
BACKGROUND Ethnic minorities in multi-ethnic societies like the UK and USA have poorer outcomes for some cancer types when compared with the majority. The causes of ethnic inequalities in cancer outcomes are complex and not fully understood. In particular, the potential role of health literacy on symptomatic presentation and diagnostic interval (the period between first consultation within primary care and definitive diagnosis of cancer) by ethnicity is unknown. Given the increasing need for shared decision-making and patient involvement in the diagnostic process, understanding the potential impact of the differences in health literacy may help redress ethnic inequality in cancer outcomes. The present study aims to critically examine the evidence in this area. METHODS Seven electronic databases will be searched using keywords and controlled vocabulary related to ethnicity, health literacy, cancer diagnosis and cancer outcomes. Citations and bibliography searches of included studies will be performed to identify relevant studies that have cited eligible articles. Authors of included studies will be contacted to identify unpublished studies. Eligible studies will be restricted to primary cancers. Study quality will be evaluated in using the Critical Appraisal Skills Programme (CASP) checklists. A descriptive summary of selected studies will be presented, and the synthesis will follow a narrative framework. DISCUSSION This systematic review will summarise the evidence regarding ethnic inequality in health literacy and how this impacts on diagnosis and outcomes of cancer. The review will identify possible areas for future research, and inform clinical practice and interventions to reduce ethnic inequalities in cancer diagnosis and outcomes.
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Affiliation(s)
- Bogdan Chiva Giurca
- University of Exeter Medical School, Room G02 Medical School Building, St Luke's Campus, Heavitree Road, Exeter, EX1 2LU, UK.
| | - William Hamilton
- University of Exeter Medical School, Room G02 Medical School Building, St Luke's Campus, Heavitree Road, Exeter, EX1 2LU, UK
| | - Tanimola Martins
- University of Exeter Medical School, Room G02 Medical School Building, St Luke's Campus, Heavitree Road, Exeter, EX1 2LU, UK
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Zhou Y, Abel G, Hamilton W, Pritchard-Jones K, Gross C, Walter F, Renzi C, Johnson S, McPhail S, Elliss-Brookes L, Lyratzopoulos G. Defining, Measuring and Preventing the Diagnosis of Cancer as an Emergency: A Critical Review of Current Evidence. J Glob Oncol 2018. [DOI: 10.1200/jgo.18.45300] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Background: Many patients with cancer are diagnosed through an emergency presentation, which is associated with inferior clinical and patient-reported outcomes compared with those of patients who are diagnosed electively or through screening. Reducing the proportion of patients with cancer who are diagnosed as emergencies is, therefore, desirable; however, the optimal means of achieving this aim are uncertain owing to the involvement of different tumor, patient and health-care factors, often in combination. Methods: We searched the literature to identify all population-based studies that examined emergency presentation as a diagnosis or independent variable. Results: Most relevant evidence relates to patients with colorectal or lung cancer in a few economically developed countries, and defines emergency presentations contextually (that is, whether patients presented to emergency health-care services and/or received emergency treatment shortly before their diagnosis) as opposed to clinically (whether patients presented with life-threatening manifestations of their cancer). Consistent inequalities in the risk of emergency presentations by patient characteristics and cancer type have been described, but limited evidence is available on whether, and how, such presentations can be prevented. Evidence on patients' symptoms and health-care use before presentation as an emergency is sparse. Conclusion: In this review, we describe the extent, causes and implications of a diagnosis of cancer following an emergency presentation, and provide recommendations for public health and health-care interventions, and research efforts aimed at addressing this underresearched aspect of cancer diagnosis.
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Affiliation(s)
- Y. Zhou
- University of Cambridge, Department of Public Health and Primary Care, Cambridge, United Kingdom
| | - G. Abel
- University of Cambridge, Department of Public Health and Primary Care, Cambridge, United Kingdom
| | - W. Hamilton
- University of Cambridge, Department of Public Health and Primary Care, Cambridge, United Kingdom
| | - K. Pritchard-Jones
- University of Cambridge, Department of Public Health and Primary Care, Cambridge, United Kingdom
| | - C. Gross
- University of Cambridge, Department of Public Health and Primary Care, Cambridge, United Kingdom
| | - F. Walter
- University of Cambridge, Department of Public Health and Primary Care, Cambridge, United Kingdom
| | - C. Renzi
- University of Cambridge, Department of Public Health and Primary Care, Cambridge, United Kingdom
| | - S. Johnson
- University of Cambridge, Department of Public Health and Primary Care, Cambridge, United Kingdom
| | - S. McPhail
- University of Cambridge, Department of Public Health and Primary Care, Cambridge, United Kingdom
| | - L. Elliss-Brookes
- University of Cambridge, Department of Public Health and Primary Care, Cambridge, United Kingdom
| | - G. Lyratzopoulos
- University of Cambridge, Department of Public Health and Primary Care, Cambridge, United Kingdom
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49
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Stanciu MA, Law RJ, Nafees S, Hendry M, Yeo ST, Hiscock J, Lewis R, Edwards RT, Williams NH, Brain K, Brocklehurst P, Carson-Stevens A, Dolwani S, Emery J, Hamilton W, Hoare Z, Lyratzopoulos G, Rubin G, Smits S, Vedsted P, Walter F, Wilkinson C, Neal RD. Development of an intervention to expedite cancer diagnosis through primary care: a protocol. BJGP Open 2018; 2:bjgpopen18X101595. [PMID: 30564728 PMCID: PMC6189786 DOI: 10.3399/bjgpopen18x101595] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2018] [Accepted: 04/16/2018] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND GPs can play an important role in achieving earlier cancer diagnosis to improve patient outcomes, for example through prompt use of the urgent suspected cancer referral pathway. Barriers to early diagnosis include individual practitioner variation in knowledge, attitudes, beliefs, professional expectations, and norms. AIM This programme of work (Wales Interventions and Cancer Knowledge about Early Diagnosis [WICKED]) will develop a behaviour change intervention to expedite diagnosis through primary care and contribute to improved cancer outcomes. DESIGN & SETTING Non-experimental mixed-method study with GPs and primary care practice teams from Wales. METHOD Four work packages will inform the development of the behaviour change intervention. Work package 1 will identify relevant evidence-based interventions (systematic review of reviews) and will determine why interventions do or do not work, for whom, and in what circumstances (realist review). Work package 2 will assess cancer knowledge, attitudes, and behaviour of GPs, as well as primary care teams' perspectives on cancer referral and investigation (GP survey, discrete choice experiment [DCE], interviews, and focus groups). Work package 3 will synthesise findings from earlier work packages using the behaviour change wheel as an overarching theoretical framework to guide intervention development. Work package 4 will test the feasibility and acceptability of the intervention, and determine methods for measuring costs and effects of subsequent behaviour change in a randomised feasibility trial. RESULTS The findings will inform the design of a future effectiveness trial, with concurrent economic evaluation, aimed at earlier diagnosis. CONCLUSION This comprehensive, evidence-based programme will develop a complex GP behaviour change intervention to expedite the diagnosis of symptomatic cancer, and may be applicable to countries with similar healthcare systems.
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Affiliation(s)
- Marian Andrei Stanciu
- Research Officer, North Wales Centre for Primary Care Research, Bangor University, Wrexham, UK
| | - Rebecca-Jane Law
- Research Officer, North Wales Centre for Primary Care Research, Bangor University, Wrexham, UK
| | - Sadia Nafees
- Research Project Support Officer, North Wales Centre for Primary Care Research, Bangor University, Wrexham, UK
| | - Maggie Hendry
- Research Fellow, North Wales Centre for Primary Care Research, Bangor University, Wrexham, UK
| | - Seow Tien Yeo
- Research Fellow, Centre for Health Economics and Medicines Evaluation (CHEME), Bangor University, Bangor, UK
| | - Julia Hiscock
- Research Fellow, North Wales Centre for Primary Care Research, Bangor University, Wrexham, UK
| | - Ruth Lewis
- Research Fellow in Health Sciences Research, North Wales Centre for Primary Care Research, Bangor University, Wrexham, UK
| | - Rhiannon T Edwards
- Professor of Health Economics, Centre for Health Economics and Medicines Evaluation (CHEME), Bangor University, Bangor, UK
| | - Nefyn H Williams
- Professor in Primary Care, Department of Health Services Research, University of Liverpool, Liverpool, UK
| | - Katherine Brain
- Professor, Division of Population Medicine, School of Medicine, Cardiff University, Cardiff, UK
| | - Paul Brocklehurst
- Professor in Health Services Research, North Wales Organisation for Randomised Trials in Health, Bangor University, Bangor, UK
| | - Andrew Carson-Stevens
- Clinical Reader, Division of Population Medicine, School of Medicine, Cardiff University, Cardiff, UK
| | - Sunil Dolwani
- Senior Clinical Lecturer, Division of Population Medicine, School of Medicine, Cardiff University, Cardiff, UK
| | - Jon Emery
- Professor of Primary Care Cancer Research, Department of General Practice and Centre for Cancer Research, University of Melbourne, Melbourne, Australia
| | - William Hamilton
- Professor of Primary Care Diagnostics, Discovery Research Group, University of Exeter, Exeter, UK
| | - Zoe Hoare
- Principal Trial Statistician, North Wales Organisation for Randomised Trials in Health, Bangor University, Bangor, UK
| | - Georgios Lyratzopoulos
- Professor of Cancer Epidemiology, Department of Behavioural Science and Health, University College London, London, UK
| | - Greg Rubin
- Professor of General Practice and Primary Care, Institute of Health and Society, University of Newcastle, Newcastle, UK
| | - Stephanie Smits
- Research Associate, Division of Population Medicine, School of Medicine, Cardiff University, Cardiff, UK
| | - Peter Vedsted
- Professor, Research Director, Department of Public Health, Research Centre for Cancer Diagnosis, Research Unit for General Practice, Aarhus University, Aarhus, Denmark
- Professor, Research Director, Department of Clinical Medicine, University Clinic for Innovative Health Care Delivery, Silkeborg Hospital, Aarhus University, Aarhus, Denmark
| | - Fiona Walter
- Principal Researcher in Primary Care Cancer Research, Primary Care Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Clare Wilkinson
- Professor of General Practice, North Wales Centre for Primary Care Research, Bangor University, Wrexham, UK
| | - Richard D Neal
- Professor of Primary Care Oncology, Academic Unit of Primary Care, Institute of Health Sciences, University of Leeds, Leeds, UK
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Zhou Y, Mendonca S, Abel G, Hamilton W, Walter F, Johnson S, Shelton J, Elliss-Brookes L, McPhail S, Lyratzopoulos G. Variation in 'Fast-Track' Referrals for Suspected Cancer by Patient Characteristic and Cancer Diagnosis: Evidence From 670,000 Patients With Cancers of 35 Different Sites. J Glob Oncol 2018. [DOI: 10.1200/jgo.18.45100] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Background: In England, 'fast-track' (also known as 'two-week wait') general practitioner referrals for suspected cancer in symptomatic patients are used to shorten diagnostic intervals and are supported by clinical guidelines. However, the use of the fast-track pathway may vary for different patient groups. Methods: We examined data from 669,220 patients with 35 cancers diagnosed 2006-2010 following either fast-track or nonfast track primary-to-secondary care referrals using a bespoke English dataset, the 'Routes to Diagnosis' data. We estimated the proportion of fast-track referrals by sociodemographic characteristics and cancer diagnosis and used logistic regression to estimate respective crude and adjusted odds ratios. We additionally explored whether sociodemographic associations varied by cancer. Results: There were large variations in the odds of fast-track referral by cancer ( P < 0.001). Patients with testicular and breast cancer were most likely to have been diagnosed after a fast-track referral (adjusted odds ratios 2.73 and 2.35 respectively, using rectal cancer as reference); while patients with brain cancer and leukemias least likely (adjusted odds ratios 0.05 and 0.09 respectively for brain cancer and acute myeloid leukemia). There were sex, age and deprivation differences in the odds of fast-track referral ( P < 0.013), which varied in their size and direction for patients with different cancers ( P < 0.001). For example, fast-track referrals were least likely in younger women with endometrial cancer and in older men with testicular cancer. Conclusion: Fast-track referrals are less likely for cancers characterized by nonspecific presenting symptoms and patients belonging to low incidence demographic strata. Interventions beyond clinical guidelines for “alarm” symptoms are needed to improve diagnostic timeliness.
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Affiliation(s)
- Y. Zhou
- University of Cambridge, Department of Public Health and Primary Care, Cambridge, United Kingdom,
| | - S. Mendonca
- University of Cambridge, Department of Public Health and Primary Care, Cambridge, United Kingdom,
| | - G. Abel
- University of Cambridge, Department of Public Health and Primary Care, Cambridge, United Kingdom,
| | - W. Hamilton
- University of Cambridge, Department of Public Health and Primary Care, Cambridge, United Kingdom,
| | - F. Walter
- University of Cambridge, Department of Public Health and Primary Care, Cambridge, United Kingdom,
| | - S. Johnson
- University of Cambridge, Department of Public Health and Primary Care, Cambridge, United Kingdom,
| | - J. Shelton
- University of Cambridge, Department of Public Health and Primary Care, Cambridge, United Kingdom,
| | - L. Elliss-Brookes
- University of Cambridge, Department of Public Health and Primary Care, Cambridge, United Kingdom,
| | - S. McPhail
- University of Cambridge, Department of Public Health and Primary Care, Cambridge, United Kingdom,
| | - G. Lyratzopoulos
- University of Cambridge, Department of Public Health and Primary Care, Cambridge, United Kingdom,
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