메뉴 건너뛰기




Volumn 64, Issue 9, 2011, Pages 949-967

A critical review of methods for the assessment of patient-level interactions in individual participant data meta-analysis of randomized trials, and guidance for practitioners

Author keywords

Interaction; IPD; Meta analysis; Methodology; RCT; Subgroup

Indexed keywords

CANCER SURVIVAL; CANCER THERAPY; CLINICAL ASSESSMENT; HUMAN; INDIVIDUAL PARTICIPANT DATA; META ANALYSIS; NEOPLASM; OUTCOME ASSESSMENT; PATIENT INFORMATION; PATIENT PARTICIPATION; PRACTICE GUIDELINE; PRIORITY JOURNAL; RANDOMIZED CONTROLLED TRIAL (TOPIC); REVIEW;

EID: 79960838960     PISSN: 08954356     EISSN: 18785921     Source Type: Journal    
DOI: 10.1016/j.jclinepi.2010.11.016     Document Type: Article
Times cited : (141)

References (35)
  • 1
    • 0022992740 scopus 로고
    • Meta-analysis in clinical trials
    • DOI 10.1016/0197-2456(86)90046-2
    • R. DerSimonian, and N. Laird Meta-analysis in clinical trials Control Clin Trials 7 1986 177 188 (Pubitemid 17189972)
    • (1986) Controlled Clinical Trials , vol.7 , Issue.3 , pp. 177-188
    • DerSimonian, R.1    Laird, N.2
  • 2
    • 0033619529 scopus 로고    scopus 로고
    • Explaining heterogeneity in meta-analysis: A comparison of methods
    • DOI 10.1002/(SICI)1097-0258(19991030)18:20<2693::AID-SIM235>3.0. CO;2-V
    • S.G. Thompson, and S.J. Sharp Explaining heterogeneity in meta-analysis: a comparison of methods Stat Med 18 1999 2693 2708 (Pubitemid 29481404)
    • (1999) Statistics in Medicine , vol.18 , Issue.20 , pp. 2693-2708
    • Thompson, S.G.1    Sharp, S.J.2
  • 3
    • 0037083255 scopus 로고    scopus 로고
    • Individual patient- versus group-level data meta-regressions for the investigation of treatment effect modifiers: Ecological bias rears its ugly head
    • DOI 10.1002/sim.1023
    • J.A. Berlin, J. Santanna, C.H. Schmid, L.A. Szczech, H.I. Feldman Anti-Lymphocyte Antibody Induction Therapy Study Group Individual patient- versus group-level data meta-regressions for the investigation of treatment effect modifiers: ecological bias rears its ugly head Stat Med 21 2002 371 387 (Pubitemid 34144648)
    • (2002) Statistics in Medicine , vol.21 , Issue.3 , pp. 371-387
    • Berlin, J.A.1    Santanna, J.2    Schmid, C.H.3    Szczech, L.A.4    Feldman, H.I.5
  • 4
    • 21344439360 scopus 로고    scopus 로고
    • Meta-analysis of individual patient data from randomized trials: A review of methods used in practice
    • DOI 10.1191/1740774505cn087oa
    • M.C. Simmonds, J.P. Higgins, L.A. Stewart, J.F. Tierney, M.J. Clarke, and S.G. Thompson Meta-analysis of individual patient data from randomized trials: a review of methods used in practice Clin Trials 2 2005 209 217 (Pubitemid 40910470)
    • (2005) Clinical Trials , vol.2 , Issue.3 , pp. 209-217
    • Simmonds, M.C.1    Higgins, J.P.T.2    Stewart, L.A.3    Tierney, J.F.4    Clarke, M.J.5    Thompson, S.G.6
  • 5
    • 43049153857 scopus 로고    scopus 로고
    • [PhD thesis]. Manuscripts Room, Cambridge University Library, West Road, Cambridge CB3 9DR, UK. Classmark: PhD.28903
    • Simmonds MC. Statistical methodology of individual patient data meta-analysis. [PhD thesis]. Manuscripts Room, Cambridge University Library, West Road, Cambridge CB3 9DR, UK. Classmark: PhD.28903. 2005
    • (2005) Statistical Methodology of Individual Patient Data Meta-analysis
    • Simmonds, M.C.1
  • 6
    • 78149260793 scopus 로고    scopus 로고
    • The Emerging Risk Factors Collaboration. Statistical methods for the analysis of individual participant data from multiple epidemiological studies
    • S. Thompson, S. Kaptoge, I. White, A. Wood, P. Perry, and J. Danesh The Emerging Risk Factors Collaboration. Statistical methods for the analysis of individual participant data from multiple epidemiological studies Int J Epidemiol 39 2010 1345 1359
    • (2010) Int J Epidemiol , vol.39 , pp. 1345-1359
    • Thompson, S.1    Kaptoge, S.2    White, I.3    Wood, A.4    Perry, P.5    Danesh, J.6
  • 7
    • 12344327497 scopus 로고    scopus 로고
    • Treating Individuals 4: Can meta-analysis help target interventions at individuals most likely to benefit?
    • DOI 10.1016/S0140-6736(05)17790-3, PII S0140673605177903
    • S.G. Thompson, and J.P. Higgins Treating individuals 4: can meta-analysis help target interventions at individuals most likely to benefit? Lancet 365 2005 341 346 (Pubitemid 40139113)
    • (2005) Lancet , vol.365 , Issue.9456 , pp. 341-346
    • Thompson, S.G.1    Higgins, J.P.T.2
  • 9
    • 0035882387 scopus 로고    scopus 로고
    • Meta-analysis of continuous outcome data from individual patients
    • J.P.T. Higgins, A. Whitehead, and R.M. Turner Meta-analysis of continuous outcome data from individual patients Stat Med 20 2001 2733 2749
    • (2001) Stat Med , vol.20 , pp. 2733-2749
    • Higgins, J.P.T.1    Whitehead, A.2    Turner, R.M.3
  • 10
    • 0031566814 scopus 로고    scopus 로고
    • Adjuvant chemotherapy for localised resectable soft-tissue sarcoma of adults: Meta-analysis of individual data
    • Sarcoma Meta-analysis Collaboration
    • Sarcoma Meta-analysis Collaboration Adjuvant chemotherapy for localised resectable soft-tissue sarcoma of adults: meta-analysis of individual data Lancet 350 1997 1647 1654
    • (1997) Lancet , vol.350 , pp. 1647-1654
  • 11
    • 57449108492 scopus 로고    scopus 로고
    • Reducing uncertainties about the effects of chemoradiotherapy for cervical cancer: A systematic review and meta-analysis of individual patient data from 18 randomised trials
    • Chemoradiotherapy for Cervical Cancer Meta-Analysis Collaboration
    • Chemoradiotherapy for Cervical Cancer Meta-Analysis Collaboration Reducing uncertainties about the effects of chemoradiotherapy for cervical cancer: a systematic review and meta-analysis of individual patient data from 18 randomised trials J Clin. Oncol 26 2008 5802 5812
    • (2008) J Clin. Oncol , vol.26 , pp. 5802-5812
  • 12
    • 0032566225 scopus 로고    scopus 로고
    • Postoperative radiotherapy in non-small-cell lung cancer: Systematic review and meta-analysis of individual patient data from nine randomised controlled trials
    • PORT Meta-Analysis Trialists Group
    • PORT Meta-analysis Trialists Group Postoperative radiotherapy in non-small-cell lung cancer: systematic review and meta-analysis of individual patient data from nine randomised controlled trials Lancet 352 1998 257 263
    • (1998) Lancet , vol.352 , pp. 257-263
  • 13
    • 21844432174 scopus 로고    scopus 로고
    • Adjuvant chemotherapy in invasive bladder cancer: A systematic review and meta-analysis of individual patient data
    • Advanced Bladder Cancer (ABC) Meta-analysis Collaboration
    • Advanced Bladder Cancer (ABC) Meta-analysis Collaboration Adjuvant chemotherapy in invasive bladder cancer: a systematic review and meta-analysis of individual patient data Eur Urol 48 2005 189 199
    • (2005) Eur Urol , vol.48 , pp. 189-199
  • 14
    • 0028843552 scopus 로고
    • Chemotherapy in non-small cell lung cancer: A meta-analysis using updated data on individual patients from 52 randomised clinical trials
    • Non-small Cell Lung Cancer Collaborative Group
    • Non-small Cell Lung Cancer Collaborative Group Chemotherapy in non-small cell lung cancer: a meta-analysis using updated data on individual patients from 52 randomised clinical trials BMJ 311 1995 899 909
    • (1995) BMJ , vol.311 , pp. 899-909
  • 15
    • 84948773232 scopus 로고    scopus 로고
    • Statistical methods for examining heterogeneity and combining results from several studies in meta-analysis
    • M. Egger, G. Davey Smith, D.G. Altman, 2nd edition BMJ Books London, UK 285-312
    • J. Deeks, D. Altman, and M. Bradburn Statistical methods for examining heterogeneity and combining results from several studies in meta-analysis M. Egger, G. Davey Smith, D.G. Altman, Systematic reviews in health care: meta-analysis in context 2nd edition 2001 BMJ Books London, UK 285-312
    • (2001) Systematic Reviews in Health Care: Meta-analysis in Context
    • Deeks, J.1    Altman, D.2    Bradburn, M.3
  • 17
    • 0037098178 scopus 로고    scopus 로고
    • How should meta-regression analyses be undertaken and interpreted?
    • DOI 10.1002/sim.1187
    • S.G. Thompson, and J.P.T. Higgins How should meta-regression analyses be undertaken and interpreted? Stat Med 21 2002 1559 1573 (Pubitemid 34746063)
    • (2002) Statistics in Medicine , vol.21 , Issue.11 , pp. 1559-1573
    • Thompson, S.G.1    Higgins, J.P.T.2
  • 18
    • 34548604673 scopus 로고    scopus 로고
    • A systematic review of analytical methods used to study subgroups in (individual patient data) meta-analyses
    • L. Koopman, G.J.M.G. van der Heijden, P.P. Glasziou, D.E. Grobbee, and M.M. Rovers A systematic review of analytical methods used to study subgroups in (individual patient data) meta-analyses J Clin Epidemiol 60 2007 1002 1009
    • (2007) J Clin Epidemiol , vol.60 , pp. 1002-1009
    • Koopman, L.1    Van Der Heijden, G.J.M.G.2    Glasziou, P.P.3    Grobbee, D.E.4    Rovers, M.M.5
  • 19
    • 34250620135 scopus 로고    scopus 로고
    • Covariate heterogeneity in meta-analysis: Criteria for deciding between meta-regression and individual patient data
    • DOI 10.1002/sim.2768
    • M.C. Simmonds, and J.P. Higgins Covariate heterogeneity in meta-analysis: criteria for deciding between meta-regression and individual patient data Stat Med 26 2007 2982 2999 (Pubitemid 46939422)
    • (2007) Statistics in Medicine , vol.26 , Issue.15 , pp. 2982-2999
    • Simmonds, M.C.1    Higgins, J.P.T.2
  • 20
    • 67650348228 scopus 로고    scopus 로고
    • Meta-analysis of diagnostic test studies using individual patient data and aggregate data
    • R.D. Riley, S.R. Dodd, J.V. Craig, J.R. Thompson, and P.R. Williamson Meta-analysis of diagnostic test studies using individual patient data and aggregate data Stat Med 27 2008 6111 6136
    • (2008) Stat Med , vol.27 , pp. 6111-6136
    • Riley, R.D.1    Dodd, S.R.2    Craig, J.V.3    Thompson, J.R.4    Williamson, P.R.5
  • 21
    • 0036139582 scopus 로고    scopus 로고
    • A comparison of summary patient-level covariates in meta-regression with individual patient data meta-analysis
    • DOI 10.1016/S0895-4356(01)00414-0, PII S0895435601004140
    • P.C. Lambert, A.J. Sutton, K.R. Abrams, and D.R. Jones A comparison of summary patient-level covariates in meta-regression with individual patient data meta-analysis J Clin Epidemiol 55 2002 86 94 (Pubitemid 34037039)
    • (2002) Journal of Clinical Epidemiology , vol.55 , Issue.1 , pp. 86-94
    • Lambert, P.C.1    Sutton, A.J.2    Abrams, K.R.3    Jones, D.R.4
  • 22
    • 0021909115 scopus 로고
    • Beta blockade during and after myocardial infarction: An overview of the randomized trials
    • DOI 10.1016/S0033-0620(85)80003-7
    • S. Yusuf, R. Peto, J. Lewis, R. Collins, and P. Sleight Beta blockade during and after myocardial infarction: an overview of the randomized trials Prog Cardiovasc Dis 27 1985 335 371 (Pubitemid 15107153)
    • (1985) Progress in Cardiovascular Diseases , vol.27 , Issue.5 , pp. 335-371
    • Yusuf, S.1    Peto, R.2    Lewis, J.3
  • 23
    • 0025121305 scopus 로고
    • Bias in the one-step method for pooling study results
    • S. Greenland, and A. Salvan Bias in the one-step method for pooling study results Stat Med 9 1990 247 252 (Pubitemid 20252733)
    • (1990) Statistics in Medicine , vol.9 , Issue.3 , pp. 247-252
    • Greenland, S.1    Salvan, A.2
  • 27
    • 66949128922 scopus 로고    scopus 로고
    • Meta-analysis of chemotherapy in head and neck cancer (MACH-NC): An update on 93 randomised trials and 17,346 patients
    • MACH-NC Collaborative Group
    • J.P. Pignon, A. le Maître, E. Maillard, J. Bourhis MACH-NC Collaborative Group Meta-analysis of chemotherapy in head and neck cancer (MACH-NC): an update on 93 randomised trials and 17,346 patients Radiother Oncol 92 2009 4 14
    • (2009) Radiother Oncol , vol.92 , pp. 4-14
    • Pignon, J.P.1    Le Maître, A.2    Maillard, E.3    Bourhis, J.4
  • 28
    • 77952298828 scopus 로고    scopus 로고
    • Meta-analysis of concomitant versus sequential radiochemotherapy in locally advanced non-small-cell lung cancer
    • A. Aupérin, C. le Pechoux, E. Rolland, W.J. Curran, K. Furuse, and P. Fournel Meta-analysis of concomitant versus sequential radiochemotherapy in locally advanced non-small-cell lung cancer J Clin Oncol 28 2010 2181 2190
    • (2010) J Clin Oncol , vol.28 , pp. 2181-2190
    • Aupérin, A.1    Le Pechoux, C.2    Rolland, E.3    Curran, W.J.4    Furuse, K.5    Fournel, P.6
  • 29
    • 65849268320 scopus 로고    scopus 로고
    • Aspirin in the primary and secondary prevention of vascular disease: Collaborative meta-analysis of individual participant data from randomised trials
    • Antithrombotic Trialists' (ATT) Collaboration
    • C. Baigent, L. Blackwell, R. Collins, J. Emberson, J. Godwin, R. Peto Antithrombotic Trialists' (ATT) Collaboration Aspirin in the primary and secondary prevention of vascular disease: collaborative meta-analysis of individual participant data from randomised trials Lancet 373 2009 1849 1860
    • (2009) Lancet , vol.373 , pp. 1849-1860
    • Baigent, C.1    Blackwell, L.2    Collins, R.3    Emberson, J.4    Godwin, J.5    Peto, R.6
  • 30
    • 38049033935 scopus 로고    scopus 로고
    • Efficacy of cholesterol-lowering therapy in 18 686 people with diabetes in 14 randomised trials of statins: A meta-analysis
    • Cholesterol Treatment Trialists' (CTT) Collaborators
    • P.M. Kearney, L. Blackwell, R. Collins, A. Keech, J. Simes, R. Peto Cholesterol Treatment Trialists' (CTT) Collaborators Efficacy of cholesterol-lowering therapy in 18 686 people with diabetes in 14 randomised trials of statins: a meta-analysis Lancet 371 2008 117 125
    • (2008) Lancet , vol.371 , pp. 117-125
    • Kearney, P.M.1    Blackwell, L.2    Collins, R.3    Keech, A.4    Simes, J.5    Peto, R.6
  • 31
    • 0032583159 scopus 로고    scopus 로고
    • Meta-analysis of multiple outcomes by regression with random effects
    • DOI 10.1002/(SICI)1097-0258(19981130)17:22<2537::AID-SIM953>3.0. CO;2-C
    • C.S. Berkey, D.C. Hoaglin, A. Antczak-Bouckoms, F. Mosteller, and G.A. Colditz Meta-analysis of multiple outcomes by regression with random effects Stat Med 17 1998 2537 2550 (Pubitemid 28510647)
    • (1998) Statistics in Medicine , vol.17 , Issue.22 , pp. 2537-2550
    • Berkey, C.S.1    Hoaglin, D.C.2    Antczak-Bouckoms, A.3    Mosteller, F.4    Colditz, G.A.5
  • 32
    • 68149160854 scopus 로고    scopus 로고
    • Multivariate random-effects meta-analysis
    • I.R. White Multivariate random-effects meta-analysis Stata J 9 2009 40 56
    • (2009) Stata J , vol.9 , pp. 40-56
    • White, I.R.1
  • 33
    • 81955164833 scopus 로고    scopus 로고
    • A new strategy for meta-analysis of continuous covariates in observational studies
    • [in press]
    • Sauerbrei W, Royston P. A new strategy for meta-analysis of continuous covariates in observational studies. Stat Med [in press].
    • Stat Med
    • Sauerbrei, W.1    Royston, P.2
  • 34
    • 0034736550 scopus 로고    scopus 로고
    • Assessing the potential for bias in meta-analysis due to selective reporting of subgroup analyses within studies
    • DOI 10.1002/1097-0258(20001230)19:24<3325::AID-SIM827>3.0.CO;2-D
    • S. Hahn, P.R. Williamson, J.L. Hutton, P. Garner, and E.V. Flynn Assessing the potential for bias in meta-analysis due to selective reporting of subgroup analyses within studies Stat Med 19 2000 3325 3336 (Pubitemid 32056687)
    • (2000) Statistics in Medicine , vol.19 , Issue.24 , pp. 3325-3336
    • Hahn, S.1    Williamson, P.R.2    Hutton, J.L.3    Garner, P.4    Victor Flynn, E.5
  • 35
    • 0141481034 scopus 로고    scopus 로고
    • A chain of evidence with mixed comparisons: Models for multi-parameter synthesis and consistency of evidence
    • DOI 10.1002/sim.1566
    • A.E. Ades A chain of evidence with mixed comparisons: models for multi-parameter evidence synthesis and consistency of evidence Stat Med 22 2003 2995 3016 (Pubitemid 37160601)
    • (2003) Statistics in Medicine , vol.22 , Issue.19 , pp. 2995-3016
    • Ades, A.E.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.