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Seo C, Hu S, King-Kallimanis BL, Chang AE, Regnault A, Miller AS, Kaur MN. Understanding data visualization techniques in qualitative studies used to develop and validate patient-reported outcome measures: a targeted literature review. Qual Life Res 2025:10.1007/s11136-025-03964-5. [PMID: 40279025 DOI: 10.1007/s11136-025-03964-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/24/2025] [Indexed: 04/26/2025]
Abstract
PURPOSE Qualitative data that reflects patients' experiences are the foundation of any patient-reported outcome measure (PROM) development and validation study; however, there is limited understanding of the type of data visualization techniques that facilitate communication of this data. The goal of this targeted literature review was to investigate data visualization methods that have been used in published PROM development and validation literature to report qualitative results. METHODS A literature search in OVID via MEDLINE was conducted among the top 10 non-disease-specific journals publishing PROM qualitative development and validation studies. Studies that reported qualitative methods to develop/validate a PROM and included data visualization in the form of tables or figures were included. Article characteristics and data visualization types were extracted. RESULTS A total of 185 articles were included in data extraction. Most articles (n = 109, 59.1%) included figures (n = 172, average 2 relevant figures per article) in the form of hierarchy/flowcharts (n = 124, 72.1%) and bar charts (n = 29, 16.9%). Information reported in figures included depiction of conceptual frameworks (n = 112, 65.1%) and concept frequency (n = 40, 24.4%). Most articles (n = 152, 81.7%) included tables (n = 307, average 2 relevant tables per article). Information reported in tables included concept frequency (n = 133, 43.3%) and cognitive debriefing and revisions (n = 91, 29.6%). CONCLUSION Data visualization techniques used to report qualitative results in the identified PROM qualitative development and validation studies were heterogeneous, and many studies did not utilize any data visualization techniques. This study will inform the development of guidance for using data visualizations to report qualitative PROM research.
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Affiliation(s)
- Caroline Seo
- BioPharmaceuticals Medical Evidence, AstraZeneca, Gaithersburg, MD, USA.
| | - Sophia Hu
- Patient-Reported Outcomes, Value, and Experience (PROVE) Center, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | | | - Ashley E Chang
- Division of Plastic Surgery, Department of Surgery, University of Pennsylvania, Philadelphia, PA, USA
| | | | - Amitai S Miller
- Patient-Reported Outcomes, Value, and Experience (PROVE) Center, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Manraj N Kaur
- Patient-Reported Outcomes, Value, and Experience (PROVE) Center, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
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Dol VL, Fuermaier ABM, Will EME, van Sorge AJ, Heutink J. The Screening Visual Complaints questionnaire-acquired brain injury: Development and evaluation of psychometric properties in a community sample. PLoS One 2024; 19:e0314999. [PMID: 39739882 DOI: 10.1371/journal.pone.0314999] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2024] [Accepted: 11/19/2024] [Indexed: 01/02/2025] Open
Abstract
PURPOSE Visual complaints are a common consequence of acquired brain injury (ABI). Yet, they may be overlooked in clinical practice. The present study aims to develop a screening instrument for assessing visual complaints in individuals with ABI and evaluate its psychometrics properties in a community sample. METHODS We constructed the Dutch Screening Visual Complaints questionnaire-acquired brain injury (SVCq-abi), a self-report 23-item questionnaire. A Dutch community sample of 1159 participants (Mean [SD] age, 60 [16] years) completed the SVCq-abi and other questionnaires on visual disturbances, executive functioning, mental health, and autistic traits. Confirmatory factor analyses were performed for 5 models (1-factor, 3-factor, 5-factor, second-order, and bifactor) on a random split of half of the sample, and cross-validated on the other half. In addition, we evaluated floor and ceiling effects, scale reliability, test-retest reliability, as well as convergent and divergent validity. RESULTS A 5-factor structure of the SVCq-abi was adopted which showed an excellent model of fit, with all item loadings exceeding 0.5. The SVCq-abi subscales demonstrated various floor effects, acceptable scale reliability, moderate to good test-retest reliability (ICC = 0.65 to 0.73), along with sufficient convergent (r2 = 9% to 32%) and divergent validity (r2 = 2% to 13%). CONCLUSIONS The SVCq-abi shows fundamental psychometric properties and the factor analysis provides support for a 5-factor structure. Further validation of the SVCq-abi in individuals with ABI is essential.
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Affiliation(s)
- Vera Linde Dol
- Faculty of Behavioural and Social Sciences, Department of Clinical and Developmental Neuropsychology, University of Groningen, Groningen, The Netherlands
- Royal Dutch Visio, Center of Expertise for Blind and Partially Sighted People, Huizen, The Netherlands
| | - Anselm B M Fuermaier
- Faculty of Behavioural and Social Sciences, Department of Clinical and Developmental Neuropsychology, University of Groningen, Groningen, The Netherlands
| | - Eline M E Will
- Royal Dutch Visio, Center of Expertise for Blind and Partially Sighted People, Huizen, The Netherlands
| | - Arlette J van Sorge
- Royal Dutch Visio, Center of Expertise for Blind and Partially Sighted People, Huizen, The Netherlands
| | - Joost Heutink
- Faculty of Behavioural and Social Sciences, Department of Clinical and Developmental Neuropsychology, University of Groningen, Groningen, The Netherlands
- Royal Dutch Visio, Center of Expertise for Blind and Partially Sighted People, Huizen, The Netherlands
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da Cruz Peniche P, de Morais Faria CDC, Hall P, Fingleton C, McPhillips L, Gaetz R, Roche A, McCann L, O’Beaglaoich P, Murphy D, Hickey J, Lennon O. A scoping review of patient and public involvement in empirical stroke research. Int J Stroke 2024; 19:962-972. [PMID: 38845171 PMCID: PMC11528947 DOI: 10.1177/17474930241262638] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2024] [Accepted: 05/29/2024] [Indexed: 10/29/2024]
Abstract
BACKGROUND Impactful, evidence-based solutions in surveillance, prevention, acute care, and rehabilitation for stroke survivors are required to address the high global burden of stroke. Patient and public involvement (PPI), where patients, their families, and the public are actively involved as research partners, enhances the relevance, credibility, and impact of stroke-related research. AIMS This scoping review, adhering to the Preferred Reporting Items for Systematic Reviews and Meta-Analysis (PRISMA) Scoping Review guidelines, aims to identify and summarize how PPI is currently implemented and reported in empirical stroke research using a participatory approach. SUMMARY OF REVIEW A comprehensive search strategy was developed and implemented across Medline, CINAHL, EMBASE, PsynchINFO, and Cochrane electronic databases, supplemented by gray literature searches. Empirical stroke research articles in the English language, published from 2014 up to 2023, and documenting PPI activity were included. Of the 18,143 original articles identified, 2824 full-text manuscripts matching from this time window were screened. Only 2% (n = 72) of these directly reported embedded PPI activity in empirical research. The majority were qualitative in design (60%) and conducted in high-income countries (96%). Only one included study originated from a developing country, where the burden of stroke is highest. Most studies (94%) provided some information about the activities carried out with their PPI partners, mainly centered on the study design (57%) and management (64%), with only 4% of studies integrating PPI across all research cycle phases from funding application to dissemination. When studies were examined for compliance with the Guidance for Reporting Involvement of Patients and the Public (GRIPP) short-form checklist, only 11% of included studies were 100% compliant. Twenty-one studies (29%) reported barriers and facilitators to including PPI in stroke research. Organization, authentic partnership, and experienced PPI representatives were common facilitators and identified barriers reflected concerns around adequate funding, time required, and diversity in perspectives. A positive reporting bias for PPI impact was observed, summarized as keeping the patient perspective central to the research process, improved care of study participants, validation of study findings, and improved communication/lay-summaries of complex research concepts. CONCLUSIONS PPI is underutilized and inconsistently reported in current empirical stroke research. PPI must become more widely adopted, notably in low- and middle-income countries. Consensus-driven standards for inclusion of PPI by funding organizations and publishers are required to support its widespread adoption.
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Affiliation(s)
- Paula da Cruz Peniche
- Postgraduate Program in Rehabilitation Science, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Christina Danielli Coelho de Morais Faria
- Postgraduate Program in Rehabilitation Science, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
- Department of Physical Therapy, Universidade Federal de Minas Gerais (UFMG), Belo Horizonte, Brazil
| | - Patricia Hall
- School of Public Health, Physiotherapy and Sports Science, University College Dublin, Dublin, Ireland
- Improving Pathways for Acute Stroke and Rehabilitation (iPASTAR) Collaborative Doctoral Award and PPI Panel, Royal College of Surgeons, Dublin, Ireland
| | - Caitriona Fingleton
- School of Public Health, Physiotherapy and Sports Science, University College Dublin, Dublin, Ireland
- National Rehabilitation Hospital, Dublin, Ireland
| | - Louise McPhillips
- School of Public Health, Physiotherapy and Sports Science, University College Dublin, Dublin, Ireland
| | - Rebecca Gaetz
- School of Public Health, Physiotherapy and Sports Science, University College Dublin, Dublin, Ireland
| | - Aaron Roche
- School of Public Health, Physiotherapy and Sports Science, University College Dublin, Dublin, Ireland
| | - Laura McCann
- School of Public Health, Physiotherapy and Sports Science, University College Dublin, Dublin, Ireland
| | - Padraig O’Beaglaoich
- School of Public Health, Physiotherapy and Sports Science, University College Dublin, Dublin, Ireland
| | - Diarmuid Murphy
- School of Public Health, Physiotherapy and Sports Science, University College Dublin, Dublin, Ireland
| | - Julianne Hickey
- Improving Pathways for Acute Stroke and Rehabilitation (iPASTAR) Collaborative Doctoral Award and PPI Panel, Royal College of Surgeons, Dublin, Ireland
| | - Olive Lennon
- School of Public Health, Physiotherapy and Sports Science, University College Dublin, Dublin, Ireland
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Hepworth LR, Kirkham JJ, Perkins E, Helliwell B, Howard C, Liptrot M, Tawana S, Wilson E, Rowe FJ. Validation of the brain injury associated visual impairment - impact questionnaire (BIVI-IQ). Qual Life Res 2024; 33:777-791. [PMID: 38112864 PMCID: PMC10894123 DOI: 10.1007/s11136-023-03565-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/11/2023] [Indexed: 12/21/2023]
Abstract
PURPOSE The Brain Injury associated Visual Impairment - Impact Questionnaire (BIVI-IQ) was developed to assess the impact of post-stroke visual impairment. The development of the questionnaire used robust methods involving stroke survivors and clinicians. The aim of this study was to assess the validity of the BIVI-IQ in a stroke population. METHODS Stroke survivors with visual impairment were recruited from stroke units, outpatient clinics and non-healthcare settings. Participants were asked to complete questionnaire sets on three separate occasions; the BIVI-IQ at each visit with additional questionnaires at baseline and visit 2. Vision assessment and anchor questions from participants and clinicians were collected. The analysis included assessment of missing data, acceptability, Rasch model analysis, test-retest reliability, construct validity (NEI VFQ-25, EQ-5D-5L) and responsiveness to change. RESULTS 316 stroke survivors completed at least one questionnaire of the 326 recruited. Mean age was 67 years and 64% were male. Adequate fit statistics to the Rasch model were reached (χ2 = 73.12, p = 0.02) with two items removed and thresholds of two adjusted, indicating validity and unidimensionality. Excellent test-retest reliability was demonstrated (ICC = 0.905) with a 3-month interval. Construct validity was demonstrated with a strong significant correlation to the NEI VFQ-25 (r = 0.837, p < 0.01). The BIVI-IQ also demonstrated responsiveness to change with significant differences identified between groups based on participant and clinician anchor questions (X2 = 23.29, p < 0.001; X2 = 24.56, p < 0.001). CONCLUSION The BIVI-IQ has been shown to be valid and practical for 'everyday' use by clinicians and researchers to monitor vision-related quality of life in stroke survivors with visual impairment.
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Affiliation(s)
- L R Hepworth
- Institute of Population Health, University of Liverpool, Waterhouse Building, Block B, First Floor, 1-5 Brownlow Street, Liverpool, L69 3GL, UK.
- Northern Care Alliance NHS Foundation Trust, Salford, UK.
- Mersey and West Lancashire Teaching Hospitals NHS Trust, Prescot, UK.
| | - J J Kirkham
- Centre for Biostatistics, Manchester Academic Health Science Centre, The University of Manchester, Manchester, UK
| | - E Perkins
- Institute of Population Health, University of Liverpool, Waterhouse Building, Block B, First Floor, 1-5 Brownlow Street, Liverpool, L69 3GL, UK
| | - B Helliwell
- VISable, Patient and Public Representative, Liverpool, UK
| | - C Howard
- Institute of Population Health, University of Liverpool, Waterhouse Building, Block B, First Floor, 1-5 Brownlow Street, Liverpool, L69 3GL, UK
- Northern Care Alliance NHS Foundation Trust, Salford, UK
| | - M Liptrot
- Mersey and West Lancashire Teaching Hospitals NHS Trust, Prescot, UK
| | - S Tawana
- Buckinghamshire Healthcare NHS Trust, High Wycombe, UK
| | - E Wilson
- Wirral University Teaching Hospital NHS Foundation Trust, Wirral, UK
| | - F J Rowe
- Institute of Population Health, University of Liverpool, Waterhouse Building, Block B, First Floor, 1-5 Brownlow Street, Liverpool, L69 3GL, UK
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Abstract
INTRODUCTION Telerehabilitation (TR) may be useful for rehabilitation therapy after stroke. However, stroke is a heterogeneous condition, and not all patients can be expected to derive the same benefit from TR, underscoring the need to identify predictors of response to TR. METHODS A prior trial provided patients with 6 weeks of intensive rehabilitation therapy targeting arm movement, randomly assigned to be provided in the home via TR (current focus) or in clinic. Eligible patients had moderate arm motor deficits and were in the subacute-chronic stage post stroke. Behavioral gains were measured as change in the arm motor Fugl-Meyer score from baseline to 30 days post therapy. To delineate predictors of TR response, multivariable linear regression was performed, advancing the most significant predictor from each of eight categories: patient demographics, stroke characteristics, medical history, rehabilitation therapy outside of study procedures, motivation, sensorimotor impairment, cognitive/affective deficits, and functional status. RESULTS The primary focus was on patients starting TR >90 days post stroke onset (n = 44), among whom female sex, less spasticity, and less visual field defects predicted greater motor gains. This model explained 39.3% of the variance in treatment-related gains. In secondary analysis that also included TR patients enrolled ≤90 days post stroke (total n = 59), only female sex was a predictor of treatment gains. A separate secondary analysis examined patients >90 days post stroke (n = 34) randomized to in-clinic therapy, among whom starting therapy earlier post stroke and less ataxia predicted greater motor gains. DISCUSSION Response to TR varies across patients, emphasizing the need to identify characteristics that predict treatment-related behavioral gain. The current study highlights factors that might be important to patient selection for home-based TR after stroke.
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Affiliation(s)
- Sang Min Paik
- Ewha Woman's University College of Medicine, Republic of Korea
| | - Steven C Cramer
- Department of Neurology, University of California Los Angeles, USA
- California Rehabilitation Institute, USA
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Ziegeler B, D' Souza W, Vinton A, Mulukutla S, Shaw C, Carne R. Neurological Health: Not Merely the Absence of Disease: Current Wellbeing Instruments Across the Spectrum of Neurology. Am J Lifestyle Med 2023; 17:299-316. [PMID: 36896041 PMCID: PMC9989493 DOI: 10.1177/15598276221086584] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
OBJECTIVE Well-being and quality of life can vary independently of disease. Instruments measuring well-being and quality of life are commonly used in neurology, but there has been little investigation into the extent in which they accurately measure wellbeing/quality of life or if they merely reflect a diseased state of an individual. DESIGN Systematic searches, thematic analysis and narrative synthesis were undertaken. Individual items from instruments represented in ≥ 5 publications were categorised independently, without prior training, by five neurologists and one well-being researcher, as relating to 'disease-effect' or 'Well-being' with a study-created instrument. Items were additionally categorised into well-being domains. DATA SOURCES MEDLINE, EMBASE, EMCARE and PsycINFO from 1990 to 2020 were performed, across the 13 most prevalent neurological diseases. RESULTS 301 unique instruments were identified. Multiple sclerosis had most unique instruments at 92. SF-36 was used most, in 66 studies. 22 instruments appeared in ≥ 5 publications: 19/22 'well-being' outcome instruments predominantly measured disease effect (Fleiss kappa = .60). Only 1/22 instruments was categorised unanimously as relating to well-being. Instruments predominantly measured mental, physical and activity domains, over social or spiritual. CONCLUSIONS Most neurological well-being or quality-of-life instruments predominantly measure disease effect, rather than disease-independent well-being. Instruments differed widely in well-being domains examined.
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Affiliation(s)
| | | | | | | | - Cameron Shaw
- University Hospital Geelong, Deakin University, Geelong, VIC, Australia
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Stephenson KAJ, McAndrew J, Kenna PF, Cassidy L. The Natural History of Leber's Hereditary Optic Neuropathy in an Irish Population and Assessment for Prognostic Biomarkers. Neuroophthalmology 2022; 46:159-170. [PMID: 35574161 PMCID: PMC9103396 DOI: 10.1080/01658107.2022.2032761] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022] Open
Abstract
In this study we have assessed the clinical and genetic characteristics of an Irish Leber's hereditary optic neuropathy (LHON) cohort and assessed for useful biomarkers of visual prognosis. We carried out a retrospective review of clinical data of patients with genetically confirmed LHON presenting to an Irish tertiary referral ophthalmic hospital. LHON diagnosis was made on classic clinical signs with genetic confirmation. Alternate diagnoses were excluded with serological investigations and neuro-imaging. Serial logarithm of the minimum angle of resolution (logMAR) visual acuity (VA) was stratified into 'on-chart' for logMAR 1.0 or better and 'off-chart' if worse than logMAR 1.0. Serial optical coherence tomography scans of the retinal nerve fibre layer (RNFL) and ganglion cell complex (GCC) monitored structure. Idebenone-treated and untreated patients were contrasted. Statistical analyses were performed to assess correlations of presenting characteristics with final VA. Forty-four patients from 34 pedigrees were recruited, of which 87% were male and 75% harboured the 11778 mutation. Legal blindness status was reached in 56.8% of patients by final review (mean 74 months). Preservation of initial nasal RNFL was the best predictor of on-chart final VA. Females had worse final VA than males and patients presenting at < 20 years of age had superior final VA. Idebenone therapy (50% of cohort) yielded no statistically significant benefit to final VA, although study design precludes definitive comment on efficacy. The reported cases represent the calculated majority of LHON pedigrees in Ireland. Visual outcomes were universally poor; however, VA may not be the most appropriate outcome measure and certain patient-reported outcome measures may be of more use when assessing future LHON interventions.
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Affiliation(s)
- Kirk A. J. Stephenson
- Department of Neuro-ophthalmology, Royal Victoria Eye and Ear Hospital, Dublin, Ireland,CONTACT Kirk A. J. Stephenson Department of Neuro-ophthalmology, Royal Victoria Eye and Ear Hospital, Adelaide Road, Dublin2 D02 XK51, Ireland
| | - Joseph McAndrew
- Department of Neuro-ophthalmology, Royal Victoria Eye and Ear Hospital, Dublin, Ireland
| | - Paul F. Kenna
- Department of Neuro-ophthalmology, Royal Victoria Eye and Ear Hospital, Dublin, Ireland
| | - Lorraine Cassidy
- Department of Neuro-ophthalmology, Royal Victoria Eye and Ear Hospital, Dublin, Ireland
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Bessing B, Honan CA, van der Mei I, Taylor BV, Claflin SB. Development and psychometric properties of the Multiple Sclerosis Knowledge Assessment Scale: Rasch analysis of a novel tool for evaluating MS knowledge. Mult Scler 2021; 27:767-777. [PMID: 33739199 DOI: 10.1177/1352458520929626] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND Multiple sclerosis (MS)-related knowledge is an important evaluation metric for health education interventions. However, few MS knowledge assessment tools are currently available for use. OBJECTIVES This study aims to develop a reliable and valid Multiple Sclerosis Knowledge Assessment Scale (MSKAS) for use in the MS community and the general public. METHODS The MSKAS was developed using a Delphi study methodology and was administered to participants in the first open enrolment of the Understanding Multiple Sclerosis (UMS) online course. Rasch analysis was used to examine its psychometric properties and develop the final scale. RESULTS Experts from across the MS community participated in the development of the MSKAS, resulting in an initial scale of 42 items. Five hundred and forty-three UMS participants completed the MSKAS; 89% were female and 30% were people with MS. The final unidimensional 22-item scale has a person separation index of 2.16, a person reliability index of 0.82, an item separation index of 11.19, and a Cronbach's alpha (kr-20) test reliability of 0.87. CONCLUSION The MSKAS is a unidimensional scale with good construct validity and internal consistency. The MSKAS has the potential to be useful for the assessment of MS knowledge in research and clinical practice.
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Affiliation(s)
- Barnabas Bessing
- Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS, Australia
| | - Cynthia A Honan
- Division of Psychology, School of Medicine, University of Tasmania, Launceston, TAS, Australia
| | - Ingrid van der Mei
- Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS, Australia
| | - Bruce V Taylor
- Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS, Australia
| | - Suzi B Claflin
- Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS, Australia
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