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Volumn 21, Issue 2, 2012, Pages 231-239

DataSHIELD - shared individual-level analysis without sharing the data: A biostatistical perspective

Author keywords

[No Author keywords available]

Indexed keywords

ACCESS TO INFORMATION; ARTICLE; BIOSTATISTICS; CLINICAL DATA REPOSITORY; COMPUTER ANALYSIS; COMPUTER SECURITY; CONFIDENTIALITY; DATA ANALYSIS; DATA ANALYSIS SOFTWARE; HUMAN; LINEAR SYSTEM; LOGISTIC REGRESSION ANALYSIS; MATHEMATICAL MODEL; PATIENT INFORMATION; RESOURCE MANAGEMENT; STATISTICAL MODEL;

EID: 84863003465     PISSN: 08032491     EISSN: None     Source Type: Journal    
DOI: 10.5324/nje.v21i2.1499     Document Type: Article
Times cited : (45)

References (36)
  • 1
    • 60149102060 scopus 로고    scopus 로고
    • Size matters: Just how big is BIG?: Quantifying realistic sample size requirements for human genome epidemiology
    • Burton PR, Hansell AL, Fortier I, Manolio TA, Khoury MJ, Little J, Elliott P. Size matters: just how big is BIG?: Quantifying realistic sample size requirements for human genome epidemiology. Int J Epidemiol 2009; 38 (1): 263-73.
    • (2009) Int J Epidemiol , vol.38 , Issue.1 , pp. 263-273
    • Burton, P.R.1    Hansell, A.L.2    Fortier, I.3    Manolio, T.A.4    Khoury, M.J.5    Little, J.6    Elliott, P.7
  • 2
    • 6944253621 scopus 로고    scopus 로고
    • The case for a global human genome epidemiology initiative
    • Khoury MJ. The case for a global human genome epidemiology initiative. Nat Genet 2004; 36 (10): 1027-8.
    • (2004) Nat Genet , vol.36 , Issue.10 , pp. 1027-1028
    • Khoury, M.J.1
  • 3
    • 67349085063 scopus 로고    scopus 로고
    • Genome-wide association study identifies eight loci associated with blood pressure
    • Newton-Cheh C, Johnson T, Gateva V, Tobin MD, Bochud M, Coin L, et al. Genome-wide association study identifies eight loci associated with blood pressure. Nat Genet 2009; 41: 666-76.
    • (2009) Nat Genet , vol.41 , pp. 666-676
    • Newton-Cheh, C.1    Johnson, T.2    Gateva, V.3    Tobin, M.D.4    Bochud, M.5    Coin, L.6
  • 4
    • 73349143302 scopus 로고    scopus 로고
    • Genome-wide association study identifies five loci associated with lung function
    • Repapi E, Sayers I, Wain LV, Burton PR, Johnson T, Obeidat M, et al. Genome-wide association study identifies five loci associated with lung function. Nat Genet 2009; 42 (1): 36-44.
    • (2009) Nat Genet , vol.42 , Issue.1 , pp. 36-44
    • Repapi, E.1    Sayers, I.2    Wain, L.V.3    Burton, P.R.4    Johnson, T.5    Obeidat, M.6
  • 5
    • 24944534544 scopus 로고    scopus 로고
    • Data dissemination and disclosure limitation in world without microdata: A risk-utility framework for remote access analysis servers
    • Gomatam S, Karr A, Reiter J, Sanil A. Data dissemination and disclosure limitation in world without microdata: A risk-utility framework for remote access analysis servers. Statist Sci 2005; 20 (2): 163-77.
    • (2005) Statist Sci , vol.20 , Issue.2 , pp. 163-177
    • Gomatam, S.1    Karr, A.2    Reiter, J.3    Sanil, A.4
  • 6
    • 34447561714 scopus 로고    scopus 로고
    • Share and share alike: Deciding how to distribute the scientific and social benefits of genomic data
    • Foster MW, Sharp RR. Share and share alike: deciding how to distribute the scientific and social benefits of genomic data. Nature Rev Genet 2007; 8 (8): 633-9.
    • (2007) Nature Rev Genet , vol.8 , Issue.8 , pp. 633-639
    • Foster, M.W.1    Sharp, R.R.2
  • 7
    • 34548082549 scopus 로고    scopus 로고
    • Secure, privacy-preserving analysis of distributed databases
    • Karr A, Fulp W, Vera F, Young S, Lin X, Reiter J. Secure, privacy-preserving analysis of distributed databases. Technometrics 2007; 49 (3): 335-45.
    • (2007) Technometrics , vol.49 , Issue.3 , pp. 335-345
    • Karr, A.1    Fulp, W.2    Vera, F.3    Young, S.4    Lin, X.5    Reiter, J.6
  • 9
    • 10644282182 scopus 로고    scopus 로고
    • Human genetic research: Emerging trends in ethics
    • Knoppers BM, Chadwick R. Human genetic research: emerging trends in ethics. Nature Rev Genet 2005; 6 (1): 75-9.
    • (2005) Nature Rev Genet , vol.6 , Issue.1 , pp. 75-79
    • Knoppers, B.M.1    Chadwick, R.2
  • 10
    • 56349157160 scopus 로고    scopus 로고
    • The ethics of research biobanking: A critical review of the literature
    • Hoeyer K. The ethics of research biobanking: a critical review of the literature. Biotechnol Genet Eng Rev 2008; 25: 429-52.
    • (2008) Biotechnol Genet Eng Rev , vol.25 , pp. 429-452
    • Hoeyer, K.1
  • 11
    • 78149243538 scopus 로고    scopus 로고
    • DataSHIELD: Resolving a conflict in contemporary bioscience-performing a pooled analysis of individual-level data without sharing the data
    • Wolfson M, Wallace SE, Masca N, Rowe G, Sheehan NA, Ferretti V, et al. DataSHIELD: resolving a conflict in contemporary bioscience-performing a pooled analysis of individual-level data without sharing the data. Int J Epidemiol 2010; 39 (5): 1372-82.
    • (2010) Int J Epidemiol , vol.39 , Issue.5 , pp. 1372-1382
    • Wolfson, M.1    Wallace, S.E.2    Masca, N.3    Rowe, G.4    Sheehan, N.A.5    Ferretti, V.6
  • 13
    • 73449112365 scopus 로고    scopus 로고
    • Public access to genome-wide data: Five views on balancing research with privacy and protection
    • P3G_Consortium
    • P3G_Consortium, Church G, Heeney C, Hawkins N, de Vries J, Boddington P, Kaye J, Bobrow M, Weir B. Public access to genome-wide data: five views on balancing research with privacy and protection. PLoS Genet 2009; 5 (10): e1000665.
    • (2009) PLoS Genet , vol.5 , Issue.10
    • Church, G.1    Heeney, C.2    Hawkins, N.3    de Vries, J.4    Boddington, P.5    Kaye, J.6    Bobrow, M.7    Weir, B.8
  • 18
    • 78149233729 scopus 로고    scopus 로고
    • Quality, quantity and harmony: The DataSHaPER approach to integrating data across bioclinical studies
    • Fortier I, Burton PR, Robson PJ, Ferretti V, Little J, L'Heureux F, et al. Quality, quantity and harmony: the DataSHaPER approach to integrating data across bioclinical studies. Int J Epidemiol 2010; 39 (5): 1383-93.
    • (2010) Int J Epidemiol , vol.39 , Issue.5 , pp. 1383-1393
    • Fortier, I.1    Burton, P.R.2    Robson, P.J.3    Ferretti, V.4    Little, J.5    L'Heureux, F.6
  • 19
    • 80755168330 scopus 로고    scopus 로고
    • Is rigorous retrospective harmonization possible? Application of the DataSHaPER approach across 53 large studies
    • Fortier I, Doiron D, Little J, Ferretti V, L'Heureux F, Stolk RP, et al. Is rigorous retrospective harmonization possible? Application of the DataSHaPER approach across 53 large studies. Int J Epidemiol 2011; 40: 1314-28.
    • (2011) Int J Epidemiol , vol.40 , pp. 1314-1328
    • Fortier, I.1    Doiron, D.2    Little, J.3    Ferretti, V.4    L'Heureux, F.5    Stolk, R.P.6
  • 20
    • 84859791865 scopus 로고    scopus 로고
    • R Development Core Team. R
    • Vienna, Austria: R Foundation for Statistical Computing
    • R Development Core Team. R: A Language and Environment for Statistical Computing. Vienna, Austria: R Foundation for Statistical Computing, 2008.
    • (2008) A Language and Environment for Statistical Computing
  • 21
    • 0011241944 scopus 로고
    • Approximate inference in generalized linear mixed models
    • Breslow N, Clayton D. Approximate inference in generalized linear mixed models. J Am Stat Assoc 1993; 88 (421): 9-25.
    • (1993) J Am Stat Assoc , vol.88 , Issue.421 , pp. 9-25
    • Breslow, N.1    Clayton, D.2
  • 22
    • 0024205301 scopus 로고
    • Models for longitudinal data: A generalized estimating equation approach
    • Zeger SL, Liang K-Y, Albert PS. Models for longitudinal data: a generalized estimating equation approach. Biometrics 1988; 44: 1049-60.
    • (1988) Biometrics , vol.44 , pp. 1049-1060
    • Zeger, S.L.1    Liang, K.-Y.2    Albert, P.S.3
  • 24
    • 26944437969 scopus 로고    scopus 로고
    • Genetic epidemiology and public health: Hope, hype, and future prospects
    • Davey Smith G, Ebrahim S, Lewis S, Hansell AL, Palmer LJ, Burton PR. Genetic epidemiology and public health: hope, hype, and future prospects. Lancet 2005; 366 (9495): 1484-98.
    • (2005) Lancet , vol.366 , Issue.9495 , pp. 1484-1498
    • Smith, D.G.1    Ebrahim, S.2    Lewis, S.3    Hansell, A.L.4    Palmer, L.J.5    Burton, P.R.6
  • 25
    • 0037322022 scopus 로고    scopus 로고
    • 'Mendelian randomization': Can genetic epidemiology contribute to understanding environmental determinants of disease?
    • Davey Smith G, Ebrahim S. 'Mendelian randomization': can genetic epidemiology contribute to understanding environmental determinants of disease? Int J Epidemiol 2003; 32 (1): 1-22.
    • (2003) Int J Epidemiol , vol.32 , Issue.1 , pp. 1-22
    • Smith, D.G.1    Ebrahim, S.2
  • 26
    • 79961199881 scopus 로고    scopus 로고
    • Commentary: Can 'many weak' instruments ever be 'strong'?
    • Sheehan NA, Didelez V. Commentary: Can 'many weak' instruments ever be 'strong'? Int J Epidemiol 2011; 40: 752-4.
    • (2011) Int J Epidemiol , vol.40 , pp. 752-754
    • Sheehan, N.A.1    Didelez, V.2
  • 27
    • 34547682094 scopus 로고    scopus 로고
    • Mendelian randomization as an instrumental variable approach to causal inference
    • Didelez V, Sheehan N. Mendelian randomization as an instrumental variable approach to causal inference. Stat Meth Med Res 2007; 16 (4): 309-30.
    • (2007) Stat Meth Med Res , vol.16 , Issue.4 , pp. 309-330
    • Didelez, V.1    Sheehan, N.2
  • 28
    • 84871768280 scopus 로고
    • Problems with instrumental variable estimation when the correlation between the instruments and the exogenous variable is weak
    • Bound J, Jaeger D, Baker R. Problems with instrumental variable estimation when the correlation between the instruments and the exogenous variable is weak. J Am Stat Assoc 1995; 90: 443-50.
    • (1995) J Am Stat Assoc , vol.90 , pp. 443-450
    • Bound, J.1    Jaeger, D.2    Baker, R.3
  • 29
    • 79961177302 scopus 로고    scopus 로고
    • Avoiding bias from weak instruments in Mendelian randomization studies
    • Burgess S, Thompson SG. Avoiding bias from weak instruments in Mendelian randomization studies. Int J Epidemiol 2011; 40: 755-64.
    • (2011) Int J Epidemiol , vol.40 , pp. 755-764
    • Burgess, S.1    Thompson, S.G.2
  • 30
    • 79951969403 scopus 로고    scopus 로고
    • C reactive protein and the risk of cardiovascular disease
    • Keavney B. C reactive protein and the risk of cardiovascular disease. BMJ 2011; 342: d144.
    • (2011) BMJ , vol.342
    • Keavney, B.1
  • 31
    • 0346171307 scopus 로고    scopus 로고
    • Model diagnostics for remote access regression servers
    • Reiter JP. Model diagnostics for remote access regression servers. Stat Comput 2003; 13 (4): 371-80.
    • (2003) Stat Comput , vol.13 , Issue.4 , pp. 371-380
    • Reiter, J.P.1
  • 32
    • 77349092141 scopus 로고    scopus 로고
    • Privacy preserving analysis of vertically partitioned data using secure matrix products
    • Karr A, Lin X, Reiter J, Sanil A. Privacy preserving analysis of vertically partitioned data using secure matrix products. J Offic Stat 2009; 25: 125-38.
    • (2009) J Offic Stat , vol.25 , pp. 125-138
    • Karr, A.1    Lin, X.2    Reiter, J.3    Sanil, A.4
  • 34
    • 50849101381 scopus 로고    scopus 로고
    • Resolving individuals contributing trace amounts of DNA to highly complex mixtures using high-density SNP genotyping microarrays
    • Homer N, Szelinger S, Redman M, Duggan D, Tembe W, Muehling J, et al. Resolving individuals contributing trace amounts of DNA to highly complex mixtures using high-density SNP genotyping microarrays. PLoS Genet 2008; 4 (8): e1000167.
    • (2008) PLoS Genet , vol.4 , Issue.8
    • Homer, N.1    Szelinger, S.2    Redman, M.3    Duggan, D.4    Tembe, W.5    Muehling, J.6
  • 35
    • 84862979028 scopus 로고    scopus 로고
    • Available at
    • ESRC Secure Data Service. Available at: http: //www.esrc.ac.uk/funding-and-guidance/tools-and-resources/ research-resources/data-services/sds.aspx. 2011.
    • (2011) ESRC Secure Data Service
  • 36
    • 80053326460 scopus 로고    scopus 로고
    • Realizing the promise of population biobanks: A new model for translation
    • Murtagh M, Demir I, Harris J, Burton P. Realizing the promise of population biobanks: a new model for translation. Hum Genet 2011; 130 (3): 333-45.
    • (2011) Hum Genet , vol.130 , Issue.3 , pp. 333-345
    • Murtagh, M.1    Demir, I.2    Harris, J.3    Burton, P.4


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