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Gilbert FJ, Harris S, Miles KA, Weir-McCall JR, Qureshi NR, Rintoul RC, Dizdarevic S, Pike L, Sinclair D, Shah A, Eaton R, Clegg A, Benedetto V, Hill JE, Cook A, Tzelis D, Vale L, Brindle L, Madden J, Cozens K, Little LA, Eichhorst K, Moate P, McClement C, Peebles C, Banerjee A, Han S, Poon FW, Groves AM, Kurban L, Frew AJ, Callister ME, Crosbie P, Gleeson FV, Karunasaagarar K, Kankam O, George S. Dynamic contrast-enhanced CT compared with positron emission tomography CT to characterise solitary pulmonary nodules: the SPUtNIk diagnostic accuracy study and economic modelling. Health Technol Assess 2022; 26:1-180. [PMID: 35289267 DOI: 10.3310/wcei8321] [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] [Indexed: 11/22/2022] Open
Abstract
BACKGROUND Current pathways recommend positron emission tomography-computerised tomography for the characterisation of solitary pulmonary nodules. Dynamic contrast-enhanced computerised tomography may be a more cost-effective approach. OBJECTIVES To determine the diagnostic performances of dynamic contrast-enhanced computerised tomography and positron emission tomography-computerised tomography in the NHS for solitary pulmonary nodules. Systematic reviews and a health economic evaluation contributed to the decision-analytic modelling to assess the likely costs and health outcomes resulting from incorporation of dynamic contrast-enhanced computerised tomography into management strategies. DESIGN Multicentre comparative accuracy trial. SETTING Secondary or tertiary outpatient settings at 16 hospitals in the UK. PARTICIPANTS Participants with solitary pulmonary nodules of ≥ 8 mm and of ≤ 30 mm in size with no malignancy in the previous 2 years were included. INTERVENTIONS Baseline positron emission tomography-computerised tomography and dynamic contrast-enhanced computer tomography with 2 years' follow-up. MAIN OUTCOME MEASURES Primary outcome measures were sensitivity, specificity and diagnostic accuracy for positron emission tomography-computerised tomography and dynamic contrast-enhanced computerised tomography. Incremental cost-effectiveness ratios compared management strategies that used dynamic contrast-enhanced computerised tomography with management strategies that did not use dynamic contrast-enhanced computerised tomography. RESULTS A total of 380 patients were recruited (median age 69 years). Of 312 patients with matched dynamic contrast-enhanced computer tomography and positron emission tomography-computerised tomography examinations, 191 (61%) were cancer patients. The sensitivity, specificity and diagnostic accuracy for positron emission tomography-computerised tomography and dynamic contrast-enhanced computer tomography were 72.8% (95% confidence interval 66.1% to 78.6%), 81.8% (95% confidence interval 74.0% to 87.7%), 76.3% (95% confidence interval 71.3% to 80.7%) and 95.3% (95% confidence interval 91.3% to 97.5%), 29.8% (95% confidence interval 22.3% to 38.4%) and 69.9% (95% confidence interval 64.6% to 74.7%), respectively. Exploratory modelling showed that maximum standardised uptake values had the best diagnostic accuracy, with an area under the curve of 0.87, which increased to 0.90 if combined with dynamic contrast-enhanced computerised tomography peak enhancement. The economic analysis showed that, over 24 months, dynamic contrast-enhanced computerised tomography was less costly (£3305, 95% confidence interval £2952 to £3746) than positron emission tomography-computerised tomography (£4013, 95% confidence interval £3673 to £4498) or a strategy combining the two tests (£4058, 95% confidence interval £3702 to £4547). Positron emission tomography-computerised tomography led to more patients with malignant nodules being correctly managed, 0.44 on average (95% confidence interval 0.39 to 0.49), compared with 0.40 (95% confidence interval 0.35 to 0.45); using both tests further increased this (0.47, 95% confidence interval 0.42 to 0.51). LIMITATIONS The high prevalence of malignancy in nodules observed in this trial, compared with that observed in nodules identified within screening programmes, limits the generalisation of the current results to nodules identified by screening. CONCLUSIONS Findings from this research indicate that positron emission tomography-computerised tomography is more accurate than dynamic contrast-enhanced computerised tomography for the characterisation of solitary pulmonary nodules. A combination of maximum standardised uptake value and peak enhancement had the highest accuracy with a small increase in costs. Findings from this research also indicate that a combined positron emission tomography-dynamic contrast-enhanced computerised tomography approach with a slightly higher willingness to pay to avoid missing small cancers or to avoid a 'watch and wait' policy may be an approach to consider. FUTURE WORK Integration of the dynamic contrast-enhanced component into the positron emission tomography-computerised tomography examination and the feasibility of dynamic contrast-enhanced computerised tomography at lung screening for the characterisation of solitary pulmonary nodules should be explored, together with a lower radiation dose protocol. STUDY REGISTRATION This study is registered as PROSPERO CRD42018112215 and CRD42019124299, and the trial is registered as ISRCTN30784948 and ClinicalTrials.gov NCT02013063. FUNDING This project was funded by the National Institute for Health Research (NIHR) Health Technology Assessment programme and will be published in full in Health Technology Assessment; Vol. 26, No. 17. See the NIHR Journals Library website for further project information.
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Affiliation(s)
- Fiona J Gilbert
- Department of Radiology, University of Cambridge School of Clinical Medicine, Biomedical Research Centre, University of Cambridge, Cambridge, UK
| | - Scott Harris
- Public Health Sciences and Medical Statistics, University of Southampton, Southampton, UK
| | - Kenneth A Miles
- Department of Radiology, University of Cambridge School of Clinical Medicine, Biomedical Research Centre, University of Cambridge, Cambridge, UK
- Department of Radiology, Royal Papworth Hospital, Cambridge, UK
| | - Jonathan R Weir-McCall
- Department of Radiology, University of Cambridge School of Clinical Medicine, Biomedical Research Centre, University of Cambridge, Cambridge, UK
| | - Nagmi R Qureshi
- Department of Radiology, Royal Papworth Hospital, Cambridge, UK
| | - Robert C Rintoul
- Department of Thoracic Oncology, Royal Papworth Hospital, Cambridge, UK
- Department of Oncology, University of Cambridge, Cambridge, UK
| | - Sabina Dizdarevic
- Departments of Imaging and Nuclear Medicine and Respiratory Medicine, Brighton and Sussex University Hospitals NHS Trust, Brighton, UK
- Brighton and Sussex Medical School, Brighton, UK
| | - Lucy Pike
- King's College London and Guy's and St Thomas' PET Centre, School of Biomedical Engineering and Imaging Sciences, King's College London, London, UK
| | - Donald Sinclair
- King's College London and Guy's and St Thomas' PET Centre, School of Biomedical Engineering and Imaging Sciences, King's College London, London, UK
| | - Andrew Shah
- Radiation Protection Department, East and North Hertfordshire NHS Trust, Stevenage, UK
| | - Rosemary Eaton
- Radiation Protection Department, East and North Hertfordshire NHS Trust, Stevenage, UK
| | - Andrew Clegg
- Faculty of Health and Wellbeing, University of Central Lancashire, Preston, UK
| | - Valerio Benedetto
- Faculty of Health and Wellbeing, University of Central Lancashire, Preston, UK
| | - James E Hill
- Faculty of Health and Wellbeing, University of Central Lancashire, Preston, UK
| | - Andrew Cook
- University Hospital Southampton NHS Foundation Trust, Southampton, UK
- Southampton Clinical Trials Unit, University of Southampton, Southampton, UK
| | - Dimitrios Tzelis
- Population Health Sciences Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Luke Vale
- Population Health Sciences Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Lucy Brindle
- School of Health Sciences, University of Southampton, Southampton, UK
| | - Jackie Madden
- University Hospital Southampton NHS Foundation Trust, Southampton, UK
- Southampton Clinical Trials Unit, University of Southampton, Southampton, UK
| | - Kelly Cozens
- University Hospital Southampton NHS Foundation Trust, Southampton, UK
- Southampton Clinical Trials Unit, University of Southampton, Southampton, UK
| | - Louisa A Little
- University Hospital Southampton NHS Foundation Trust, Southampton, UK
- Southampton Clinical Trials Unit, University of Southampton, Southampton, UK
| | - Kathrin Eichhorst
- University Hospital Southampton NHS Foundation Trust, Southampton, UK
- Southampton Clinical Trials Unit, University of Southampton, Southampton, UK
| | - Patricia Moate
- University Hospital Southampton NHS Foundation Trust, Southampton, UK
- Southampton Clinical Trials Unit, University of Southampton, Southampton, UK
| | - Chris McClement
- University Hospital Southampton NHS Foundation Trust, Southampton, UK
- Southampton Clinical Trials Unit, University of Southampton, Southampton, UK
| | - Charles Peebles
- Department of Radiology and Respiratory Medicine, University Hospital Southampton NHS Foundation Trust, Southampton, UK
| | - Anindo Banerjee
- Department of Radiology and Respiratory Medicine, University Hospital Southampton NHS Foundation Trust, Southampton, UK
| | - Sai Han
- West of Scotland PET Centre, Gartnavel Hospital, Glasgow, UK
| | - Fat Wui Poon
- West of Scotland PET Centre, Gartnavel Hospital, Glasgow, UK
| | - Ashley M Groves
- Institute of Nuclear Medicine, University College London, London, UK
| | - Lutfi Kurban
- Department of Radiology, Aberdeen Royal Hospitals NHS Trust, Aberdeen, UK
| | - Anthony J Frew
- Departments of Imaging and Nuclear Medicine and Respiratory Medicine, Brighton and Sussex University Hospitals NHS Trust, Brighton, UK
- Brighton and Sussex Medical School, Brighton, UK
| | - Matthew E Callister
- Department of Respiratory Medicine, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | - Philip Crosbie
- North West Lung Centre, University Hospital of South Manchester, Manchester, UK
| | - Fergus V Gleeson
- Department of Radiology, Churchill Hospital, Oxford, UK
- University of Oxford, Oxford, UK
| | | | - Osei Kankam
- Department of Thoracic Medicine, East Sussex Healthcare NHS Trust, Saint Leonards-on-Sea, UK
| | - Steve George
- University Hospital Southampton NHS Foundation Trust, Southampton, UK
- Southampton Clinical Trials Unit, University of Southampton, Southampton, UK
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Gilbert FJ, Harris S, Miles KA, Weir-McCall JR, Qureshi NR, Rintoul RC, Dizdarevic S, Pike L, Sinclair D, Shah A, Eaton R, Jones J, Clegg A, Benedetto V, Hill J, Cook A, Tzelis D, Vale L, Brindle L, Madden J, Cozens K, Little L, Eichhorst K, Moate P, McClement C, Peebles C, Banerjee A, Han S, Poon FW, Groves AM, Kurban L, Frew A, Callister MEJ, Crosbie PA, Gleeson FV, Karunasaagarar K, Kankam O, George S. Comparative accuracy and cost-effectiveness of dynamic contrast-enhanced CT and positron emission tomography in the characterisation of solitary pulmonary nodules. Thorax 2021; 77:988-996. [PMID: 34887348 DOI: 10.1136/thoraxjnl-2021-216948] [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: 01/24/2021] [Accepted: 10/24/2021] [Indexed: 11/04/2022]
Abstract
INTRODUCTION Dynamic contrast-enhanced CT (DCE-CT) and positron emission tomography/CT (PET/CT) have a high reported accuracy for the diagnosis of malignancy in solitary pulmonary nodules (SPNs). The aim of this study was to compare the accuracy and cost-effectiveness of these. METHODS In this prospective multicentre trial, 380 participants with an SPN (8-30 mm) and no recent history of malignancy underwent DCE-CT and PET/CT. All patients underwent either biopsy with histological diagnosis or completed CT follow-up. Primary outcome measures were sensitivity, specificity and overall diagnostic accuracy for PET/CT and DCE-CT. Costs and cost-effectiveness were estimated from a healthcare provider perspective using a decision-model. RESULTS 312 participants (47% female, 68.1±9.0 years) completed the study, with 61% rate of malignancy at 2 years. The sensitivity, specificity, positive predictive value and negative predictive values for DCE-CT were 95.3% (95% CI 91.3 to 97.5), 29.8% (95% CI 22.3 to 38.4), 68.2% (95% CI 62.4% to 73.5%) and 80.0% (95% CI 66.2 to 89.1), respectively, and for PET/CT were 79.1% (95% CI 72.7 to 84.2), 81.8% (95% CI 74.0 to 87.7), 87.3% (95% CI 81.5 to 91.5) and 71.2% (95% CI 63.2 to 78.1). The area under the receiver operator characteristic curve (AUROC) for DCE-CT and PET/CT was 0.62 (95% CI 0.58 to 0.67) and 0.80 (95% CI 0.76 to 0.85), respectively (p<0.001). Combined results significantly increased diagnostic accuracy over PET/CT alone (AUROC=0.90 (95% CI 0.86 to 0.93), p<0.001). DCE-CT was preferred when the willingness to pay per incremental cost per correctly treated malignancy was below £9000. Above £15 500 a combined approach was preferred. CONCLUSIONS PET/CT has a superior diagnostic accuracy to DCE-CT for the diagnosis of SPNs. Combining both techniques improves the diagnostic accuracy over either test alone and could be cost-effective. TRIAL REGISTRATION NUMBER NCT02013063.
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Affiliation(s)
- Fiona J Gilbert
- Department of Radiology, University of Cambridge, Cambridge, UK
| | - Scott Harris
- Public Health Sciences and Medical Statistics, University of Southampton, Southampton, Southampton, UK
| | - Kenneth A Miles
- Institute of Nuclear Medicine, University College London, London, UK
| | - Jonathan R Weir-McCall
- Department of Radiology, University of Cambridge, Cambridge, UK.,Department of Radiology, Royal Papworth Hospital NHS Foundation Trust, Cambridge, UK
| | - Nagmi R Qureshi
- Department of Radiology, Royal Papworth Hospital NHS Foundation Trust, Cambridge, UK
| | - Robert Campbell Rintoul
- Department of Thoracic Oncology, Royal Papworth Hospital NHS Foundation Trust, Cambridge, UK.,Department of Oncology, University of Cambridge, Cambridge, UK
| | - Sabina Dizdarevic
- Imaging and Nuclear Medicine, Brighton and Sussex University Hospitals NHS Trust, Brighton, UK.,Southampton Clinical Trials Unit, University of Southampton, Southampton, UK
| | - Lucy Pike
- King's College London and Guy's and St Thomas' PET Centre, School of Biomedical Engineering and Imaging Sciences, Kings College London, London, UK
| | - Donald Sinclair
- King's College London and Guy's and St Thomas' PET Centre, School of Biomedical Engineering and Imaging Sciences, Kings College London, London, UK
| | - Andrew Shah
- Radiation Protection, East and North Hertfordshire NHS Trust, Stevenage, UK
| | - Rosemary Eaton
- Radiation Protection, East and North Hertfordshire NHS Trust, Stevenage, UK
| | - Jeremy Jones
- Centre for Innovation and Leadership in Health Sciences, University of Southampton, Southampton, UK
| | - Andrew Clegg
- Synthesis, Economic Evaluation and Decision Science (SEEDS) Group, Applied Health Research Hub, University of Central Lancashire, Preston, UK
| | - Valerio Benedetto
- Synthesis, Economic Evaluation and Decision Science (SEEDS) Group, Applied Health Research Hub, University of Central Lancashire, Preston, UK
| | - James Hill
- Synthesis, Economic Evaluation and Decision Science (SEEDS) Group, Applied Health Research Hub, University of Central Lancashire, Preston, UK
| | - Andrew Cook
- Southampton Clinical Trials Unit, University of Southampton, Southampton, UK
| | - Dimitrios Tzelis
- Population Health Science Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Luke Vale
- Population Health Science Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Lucy Brindle
- School of Health Sciences, University of Southampton, Southampton, UK
| | - Jackie Madden
- Southampton Clinical Trials Unit, University of Southampton, Southampton, UK
| | - Kelly Cozens
- Southampton Clinical Trials Unit, University of Southampton, Southampton, UK
| | - Louisa Little
- Southampton Clinical Trials Unit, University of Southampton, Southampton, UK
| | - Kathrin Eichhorst
- Southampton Clinical Trials Unit, University of Southampton, Southampton, UK
| | - Patricia Moate
- Southampton Clinical Trials Unit, University of Southampton, Southampton, UK
| | - Chris McClement
- Southampton Clinical Trials Unit, University of Southampton, Southampton, UK
| | - Charles Peebles
- Department of Radiology and Respiratory Medicine, Southampton University Hospitals NHS Foundation Trust, Southampton, UK
| | - Anindo Banerjee
- Department of Radiology and Respiratory Medicine, Southampton University Hospitals NHS Foundation Trust, Southampton, UK
| | - Sai Han
- West of Scotland PET Centre, Gartnavel General Hospital, Glasgow, UK
| | - Fat-Wui Poon
- West of Scotland PET Centre, Gartnavel General Hospital, Glasgow, UK
| | - Ashley M Groves
- Institute of Nuclear Medicine, University College London, London, UK
| | - Lutfi Kurban
- Department of Radiology, Aberdeen Royal Hospitals NHS Trust, Aberdeen, UK
| | - Anthony Frew
- Imaging and Nuclear Medicine, Brighton and Sussex University Hospitals NHS Trust, Brighton, UK
| | | | - Phil A Crosbie
- Division of Infection, Immunity and Respiratory Medicine, University Hospital of South Manchester, Manchester, UK
| | - Fergus Vincent Gleeson
- Department of Radiology, Churchill Hospital, Oxford, UK.,Department of Radiology, University of Oxford, Oxford, UK
| | | | - Osei Kankam
- Department of Thoracic Medicine, East Sussex Healthcare NHS Trust, Saint Leonards-on-Sea, UK
| | - Steve George
- Public Health Sciences and Medical Statistics, University of Southampton, Southampton, Southampton, UK
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26
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Shickle D, Carlisle J, Fryers P, Wallace S, Suckling R, Cork M, Bowns I, Beyleveld D, McDonagh A, Sandvik L, Mowinckel P, Abdelnoor M, Erikssen G, Erikssen J, White R, Altmann DR, Nanchahal K, Oliver S, Donovan JL, Peters TJ, Frankel S, Hamdy FC, Neal DE, Whincup PH, Gilg J, Papacosta O, Miller GJ, Alberti KGMM, Cook D, Lawlor DA, Ebrahim S, Smith GD, Lampe F, Morris R, Whincup P, Walker M, Ebrahim S, Shaper A, Brunner E, Shipley M, Hemingway H, Juneja M, Page M, Stansfeld S, Kumari M, Walker B, Andrew R, Seckl J, Papadopoulos A, Checkley S, Marmot M, Wood D, Sheehan J, Reilly M, Twomey H, Collins M, Daly A, Loningsigh S, Dolan E, Smith GD, Ben-Shlomo Y, Perry I, Moher M, Yudkkin P, Wright L, Turner R, Fuller A, Schofield T, Mant D, Feder G, Lilford RJ, Dobbie F, Warren R, Braunholtz D, Boaden R, Nolte E, Scholz R, Shkolnikov V, McKee M, Neilson S, Gilthorpe MS, Wilson RC, Jenkinson C, Coulter A, Bruster S, Richards N, Chandola T, Cromwell DA, Griffiths DA, Campbell MJ, Mollison J, McIntosh E, Grimshaw J, Thomas R, Rovers MM, Straatman H, Zielhuis GA, Hemminki E, Hove SL, Veerus P, Hakama M, Tuimala R, Rahu M, Ukoumunne OC, Gulliford MC, Shepstone L, Spencer N, Araya R, Rojas G, Fritsch RE, Acuna J, Lewis G, Ajdacic-Gross V, Bopp M, Eich D, Rossler W, Gutzwiller F, Corcoran P, Brennan A, Reilly M, Perry IJ, Middleton N, Whitley E, Frankel S, Dorling D, Gunnell D, Stanistreet D, Paine K, Scherf C, Morison L, Walraven G, O'Cathain A, Sampson F, Nicholl J, Munro J, Chapple A, Ziebland S, McPherson A, Herxheimer A, Shepperd S, Miller R, Brindle L, Donovan JL, Peters TJ, Quine S, O'Reilly M, Cahill M, Perry IJ, Maconochie N, Doyle P, Prior S, Ego A, Subtil D, Cosson M, Legoueff F, Houfflin-Debarge V, Querleu D, Rasmussen F, Smith GD, Sterne JAC, Tynelius P, Leon DA, Doyle P, Roman E, Maconochie N, Smith P, Beral V, Macfarlane A, Shoham-Vardi I, Winer N, Weitzman D, Levcovich A, Lahelma E, Kivela K, Roos E, Tuominen T, Dahl E, Diderichsen F, Elstad J, Lissau I, Lundberg O, Rahkonen O, Rasmussen NK, Yngwe MA, Gilmore AB, McKee M, Rose R, Salmond C, Crampton P, Tobias M, Li L, Manor O, Power C, Bruster S, Coulter A, Jenkinson C, Osler M, Prescott E, Gronbak M, Andersen AN, Due P, Engholm G, Drury N, Bruce J, Poobalan AS, Smith WCS, Jeffrey RR, Chambers WA, Mueller JE, Doring A, Stieber J, Thorand B, Lowel H, Chen R, Tunstall-Pedoe H, Redpath A, Macintyre K, Stewart S, Chalmers JWT, Boyd AJ, Finlayson A, Pell JP, McMurray JJV, Capewell S, Chalmers JWT, Macintyre K, Stewart S, Boyd AJ, Finlayson A, Pell JP, Redpath, McMurray JJV, Capewell S, Critchley J, Capewell S, Stefoski-Mikeljevic J, Johnston C, Cartman M, Sainsbury R, Forman D, Haward R, Morris E, Haward R, Forman D, Cartman M, Johnston C, Moebus S, Lehmann N, Goodacre S, Calvert N, Montgomery AA, Fahey T, Ben-Shlomo Y, Harding J, Anderson W, Florin D, Gillam S, Ely M, Nath U, Ben-Shlomo Y, Thomson RG, Morris HR, Wood NW, Lees AJ, Burn DJ, West RR, Fielder HM, Palmer SR, Dunstan F, Fone D, Higgs G, Senior M, Moss N, Campbell R, Pound P, Pope C, Britten N, Pill R, Morgan M, Donovan J, Rottingen JA, Garnett GP, Jagger C, Robine JM, Clarke M, Tobiasz-Adamczyk B, Szafraniec K, Lall R, Campbell MJ, Walter SJ, McGrother C, Donaldson M, Dallosso H, Dineen BP, Bourne RR, Ali SM, Huq DMN, Johnson GJ, Stang A, Jockel KH, Karvonen S, Vikat A, Rimpela M, Borras JM, Schiaffino A, Fernandez E, Borrell C, Garcia M, Salto E, Jefferis B, Power C, Graham H, Manor O, Yudkin P, Hey K, Roberts S, Welch S, Johnstone E, Murphy M, Griffiths S, Jones L, Walton R, Rasul F, Stansfeld SA, Hart CL, Gillis C, Smith GD, Marks D, Lambert H, Thorogood M, Neil H, Humphries S, Wonderling D, Surman G, Newdick H, Johnson A, Pharoah P, Glinianaia SV, Wright C, Rankin J, Basso O, Christensen K, Olsen J, Love A, Cheung WY, Williams J, Jackson S, Maddocks A, Hutchings H, Gissler M, Pakkanen M, Olausson PO, Owen CG, Whincup PH, Odoki K, Gilg JA, Cook DG, Aveyard P, Markham WA, Sherratt E, Bullock A, Macarthur C, Cheng KK, Daniels H, Murphy S, Egger M, Grimsley M, Green G, Read C, Redgrave P, Suokas A, McCulloch A, Zagozdzon P, Zaborski L, Cardano M, Costa G, Demaria M, Gnavi R, Spadea T, Vannoni F, Batty D, Leon DA, Rahi J, Morton S, Leon D, Stavola BDE, Gunnell D, Fouskakis D, Rasmussen F, Tynelius P, Harrison G, Spadea T, Faggiano F, Armaroli P, Maina L, Costa G, Ellison GTH, Travis R, Phillips M, Dedman D, Upton M, McCarthy A, Elwood P, Davies D, Shlomo YB, Smith GD, Berrington A, Cramer DW, Kuper H, Harlow BL, Titus-Ernstoff L, McLeod A, Stockton D, Brown H, Leyland AH, Liratsopulos G, West CR, Williams EMI, Abrams K, Sharp L, Little J, Brockton N, Cotton SC, Haites NE, Cassidy J, Kamali A, Kinsman J, Kintu P, Quigley M, Carpenter L, Kengeya-Kayondo J, Whitworth. JAG, Porter K, Noah N, Rawson H, Crampin A, Smith WCS, Group CMSOBOTMS, Jahn A, Kudzala A, Kitundu H, Lyamuya E, Razum O, Thomas SL, Wheeler JG, Hall AJ, Moore L, Dennehy A, Shemilt I, Belderson P, Brandon M, Harvey I, Moffatt P, Mugford M, Norris N, O'Brien M, Reading R, Robinson J, Schofield G, Shepstone L, Thoburn J, Cliffe S, Leiva A, Tookey P, Hamers F, Nicoll A, Critchley J, Capewell S, Ness AR, Hughes J, Elwood PC, Whitley E, Smith GD, Burr ML, Chase D, Roderick P, Cooper K, Davies R, Raftery J, Martikainen P, Kauppinen TM, Valkonen T, Somerville M, Barton A, Foy C, Basham M, Thomson H, Petticrew M, Morrison D, Chandola T, Biddulph J, McCarthy M, Gallivan S, Utley M, Kinra S, Black ME, Murphy M, Hey K, Jones L, Brzezinski ZJ, Mazur J, Mierzejewska E, Evans JG, Clarke R, Sherliker P, Birks J, Wrieden WL, Connaghan JP, Tunstall-Pedoe H, Silva IDS, Mangtani P, McCormack V, Bhakta D, Sevak L, McMichael AJ, Sauvaget C, Nagano J, Ogilvie D, Raffle AE, Alden B, Brett M, Babb PJ, Quinn M, Banks E, Beral V, Bull D, Reeves G, Leung GM, Lam TH, Thach TQ, Hedley AJ, Roderick P, Davies R, Crabbe D, Patel P, Raftery J, Bhandari P, Pearce R, Thomas MC, Walker M, Lennon LT, Thomson AG, Lampe FC, Shaper AG, Whincup PH, Fallon UB, Ben-Shlomo Y, Laurence KM, Lancashire RJ, Pharoah POD, Nevin NC, Smith GD, Fear NT, Roman E, Ansell P, Bull D, Nilsen TIL, Vatten LJ, Lane JA, Harvey RF, Murray LJ, Harvey IM, Donovan JL, Egger M, Wright CM, Parker L, Lamont D, Craft AW, Hallqvist J, Lundberg M, Diderichsen F, Boniface DR, McNeilly E, Bromen K, Pohlabeln H, Ahrens W, Jahn I, Jockel KH, Darby S, Doll R, Whitley E, Key T, Silcocks P, Linos D, Markaki I, Ntalles K, Riza E, Linos A, Memon A, Darif M, AL-Saleh K, Suresh A, de Vries CS, Bromley SE, Williams TJ, Farmer RDT, Ruiz M, Nieto A, Boshuizen HC, Nagelkerke NJD, Schellekens JFP, Peeters MF, Den Boer JW, Van Vliet JA, Neppelenbroek SE, Spaendonck MAECV, Mazloomzadeh S, Woodman CBJ, Collins S, Winter H, Bailey A, Young LS, Rosenbauer 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Society for Social Medicine and the International Epidemiological Association European Group. Abstracts of oral presentations. Br J Soc Med 2001. [DOI: 10.1136/jech.55.suppl_1.a1] [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: 11/03/2022]
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