Open Data Revolution in Clinical Research: Opportunities and Challenges
Efforts for sharing individual clinical data are gaining momentum due to a heightened recognition that integrated data sets can catalyze biomedical discoveries and drug development. Among the benefits are the fact that data sharing can help generate and investigate new research hypothesis beyond tho...
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Published in | Clinical and translational science Vol. 13; no. 4; pp. 665 - 674 |
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Main Authors | , , , , , , , |
Format | Journal Article |
Language | English |
Published |
United States
John Wiley & Sons, Inc
01.07.2020
John Wiley and Sons Inc Wiley |
Subjects | |
Online Access | Get full text |
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Abstract | Efforts for sharing individual clinical data are gaining momentum due to a heightened recognition that integrated data sets can catalyze biomedical discoveries and drug development. Among the benefits are the fact that data sharing can help generate and investigate new research hypothesis beyond those explored in the original study. Despite several accomplishments establishing public systems and guidance for data sharing in clinical trials, this practice is not the norm. Among the reasons are ethical challenges, such as privacy of individuals, data ownership, and control. This paper creates awareness of the potential benefits and challenges of sharing individual clinical data, how to overcome these challenges, and how as a clinical pharmacology community we can shape future directions in this field. |
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AbstractList | Efforts for sharing individual clinical data are gaining momentum due to a heightened recognition that integrated data sets can catalyze biomedical discoveries and drug development. Among the benefits are the fact that data sharing can help generate and investigate new research hypothesis beyond those explored in the original study. Despite several accomplishments establishing public systems and guidance for data sharing in clinical trials, this practice is not the norm. Among the reasons are ethical challenges, such as privacy of individuals, data ownership, and control. This paper creates awareness of the potential benefits and challenges of sharing individual clinical data, how to overcome these challenges, and how as a clinical pharmacology community we can shape future directions in this field. Efforts for sharing individual clinical data are gaining momentum due to a heightened recognition that integrated data sets can catalyze biomedical discoveries and drug development. Among the benefits are the fact that data sharing can help generate and investigate new research hypothesis beyond those explored in the original study. Despite several accomplishments establishing public systems and guidance for data sharing in clinical trials, this practice is not the norm. Among the reasons are ethical challenges, such as privacy of individuals, data ownership, and control. This paper creates awareness of the potential benefits and challenges of sharing individual clinical data, how to overcome these challenges, and how as a clinical pharmacology community we can shape future directions in this field. |
Author | Bhattacharya, Sanchita Burton, Jackson Conrado, Daniela J. Silva, Diego Kim, Sarah Shahin, Mohamed H. Podichetty, Jagdeep Romero, Klaus |
AuthorAffiliation | 2 Bakar Computational Health Sciences Institute University of California, San Francisco San Francisco California USA 4 Faculty of Health Sciences Simon Fraser University Vancouver British Columbia Canada 1 Pfizer Global Research Groton Connecticut USA 7 Critical Path Institute Tucson Arizona USA 5 Sydney Health Ethics Faculty of Medicine and Health University of Sydney Sydney Australia 3 Department of Pediatrics University of California, San Francisco San Francisco California USA 6 Center for Pharmacometrics and Systems Pharmacology Department of Pharmaceutics College of Pharmacy University of Florida Orlando Florida USA 8 e‐Quantify La Jolla California USA |
AuthorAffiliation_xml | – name: 3 Department of Pediatrics University of California, San Francisco San Francisco California USA – name: 7 Critical Path Institute Tucson Arizona USA – name: 1 Pfizer Global Research Groton Connecticut USA – name: 6 Center for Pharmacometrics and Systems Pharmacology Department of Pharmaceutics College of Pharmacy University of Florida Orlando Florida USA – name: 5 Sydney Health Ethics Faculty of Medicine and Health University of Sydney Sydney Australia – name: 4 Faculty of Health Sciences Simon Fraser University Vancouver British Columbia Canada – name: 2 Bakar Computational Health Sciences Institute University of California, San Francisco San Francisco California USA – name: 8 e‐Quantify La Jolla California USA |
Author_xml | – sequence: 1 givenname: Mohamed H. surname: Shahin fullname: Shahin, Mohamed H. organization: Pfizer Global Research – sequence: 2 givenname: Sanchita surname: Bhattacharya fullname: Bhattacharya, Sanchita organization: University of California, San Francisco – sequence: 3 givenname: Diego surname: Silva fullname: Silva, Diego organization: University of Sydney – sequence: 4 givenname: Sarah surname: Kim fullname: Kim, Sarah organization: University of Florida – sequence: 5 givenname: Jackson surname: Burton fullname: Burton, Jackson organization: Critical Path Institute – sequence: 6 givenname: Jagdeep surname: Podichetty fullname: Podichetty, Jagdeep organization: Critical Path Institute – sequence: 7 givenname: Klaus surname: Romero fullname: Romero, Klaus organization: Critical Path Institute – sequence: 8 givenname: Daniela J. surname: Conrado fullname: Conrado, Daniela J. email: dconrado@e-quantify.com organization: e‐Quantify |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/32004409$$D View this record in MEDLINE/PubMed |
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Cites_doi | 10.1038/sdata.2018.259 10.1038/d41586-019-01720-7 10.1056/NEJMe1705439 10.1038/s41587-019-0046-x 10.1038/ncb2558 10.1161/CIRCOUTCOMES.114.001166 10.1056/NEJMsa1012065 10.1007/s10928-012-9263-3 10.1111/cts.12619 10.1016/j.jalz.2011.09.172 10.1038/sdata.2018.15 10.1002/cpt.1766 10.1186/s13075-015-0778-z 10.1056/NEJMsb1616595 10.1038/d41586-019-01506-x 10.1080/23808993.2019.1617632 10.1016/j.ejps.2017.06.035 10.1002/bimj.201300283 10.1007/s10147-018-1237-z 10.1371/journal.pbio.2004089 10.1038/s41591-018-0224-2 10.1056/NEJMhle1309073 10.1007/s12026-014-8516-1 10.1056/NEJMp1415160 10.1001/jama.2013.1299 10.1002/cpt.1779 10.1002/cpt.16 10.1126/science.aaf6162 10.3233/JPD-191648 10.1001/jama.2014.850 10.1038/nj7584-117a 10.1111/cts.12492 10.1056/NEJMe048225 10.1371/journal.pmed.1001202 10.1016/S0140-6736(13)62296-5 10.1371/journal.pmed.1001201 10.1056/NEJMsa1713258 10.1056/NEJMe078110 10.1001/jamanetworkopen.2019.1851 |
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References | 2015; 57 2019; 9 2019; 4 2015; 17 2017; 109S 2013; 309 2019; 2 2013; 369 2015; 97 2019; 12 2019; 37 2016; 529 2007 2020; 107 2012; 39 2019; 569 2012; 14 2018; 23 2017; 376 2014; 311 2018; 24 2015; 372 2007; 356 2004; 351 2018; 5 2018; 378 2019 2014; 58 2016; 352 2007; 2 2018; 11 2019; 570 2014; 7 2014; 383 2009; 1 2018; 16 2011; 364 2012; 8 2012; 9 e_1_2_11_32_1 e_1_2_11_30_1 e_1_2_11_36_1 e_1_2_11_13_1 e_1_2_11_34_1 e_1_2_11_11_1 e_1_2_11_29_1 e_1_2_11_6_1 e_1_2_11_27_1 e_1_2_11_4_1 e_1_2_11_48_1 e_1_2_11_2_1 e_1_2_11_20_1 e_1_2_11_45_1 e_1_2_11_47_1 e_1_2_11_24_1 e_1_2_11_41_1 e_1_2_11_8_1 e_1_2_11_22_1 e_1_2_11_43_1 e_1_2_11_17_1 e_1_2_11_38_1 e_1_2_11_50_1 e_1_2_11_10_1 e_1_2_11_31_1 e_1_2_11_14_1 e_1_2_11_35_1 e_1_2_11_12_1 e_1_2_11_33_1 e_1_2_11_7_1 e_1_2_11_28_1 e_1_2_11_5_1 Hopewell S. (e_1_2_11_15_1) 2009; 1 e_1_2_11_26_1 e_1_2_11_3_1 e_1_2_11_49_1 e_1_2_11_1_1 Hopewell S. (e_1_2_11_19_1) 2007; 2 e_1_2_11_21_1 e_1_2_11_44_1 e_1_2_11_46_1 e_1_2_11_25_1 e_1_2_11_40_1 e_1_2_11_9_1 e_1_2_11_23_1 e_1_2_11_42_1 e_1_2_11_18_1 e_1_2_11_16_1 e_1_2_11_37_1 e_1_2_11_39_1 |
References_xml | – volume: 5 start-page: 180259 year: 2018 article-title: A data citation roadmap for scientific publishers publication-title: Sci. Data – volume: 9 year: 2012 article-title: Open clinical trial data for all? A view from regulators publication-title: PLoS Med. – volume: 364 start-page: 852 year: 2011 end-page: 860 article-title: The ClinicalTrials.gov results database–update and key issues publication-title: N. Engl. J. Med. – volume: 57 start-page: 8 year: 2015 end-page: 26 article-title: Sharing clinical trial data on patient level: opportunities and challenges publication-title: Biom. J. Biom. Z. – volume: 12 start-page: 240 year: 2019 end-page: 246 article-title: Molecular neuroimaging of the dopamine transporter as a patient enrichment biomarker for clinical trials for early Parkinson’s disease publication-title: Clin. Transl. Sci. – volume: 5 start-page: 180015 year: 2018 article-title: ImmPort, toward repurposing of open access immunological assay data for translational and clinical research publication-title: Sci. Data – volume: 14 start-page: 775 year: 2012 article-title: The data deluge publication-title: Nat. Cell Biol. – volume: 383 start-page: 257 year: 2014 end-page: 266 article-title: Increasing value and reducing waste: addressing inaccessible research publication-title: Lancet Lond. Engl. – volume: 107 start-page: 703 year: 2020 end-page: 706 article-title: Open data for clinical pharmacology publication-title: Clin. Pharmacol. Ther. – year: 2007 – volume: 11 start-page: 63 year: 2018 end-page: 70 article-title: Dopamine transporter neuroimaging as an enrichment biomarker in early Parkinson’s disease clinical trials: a disease progression modeling analysis publication-title: Clin. Transl. Sci. – volume: 2 year: 2019 article-title: Assessment of postdonation outcomes in US living kidney donors using publicly available data sets publication-title: JAMA Netw. Open – volume: 1 start-page: MR000006 year: 2009 article-title: Publication bias in clinical trials due to statistical significance or direction of trial results publication-title: Cochrane Database Syst. Rev. – volume: 17 start-page: 262 year: 2015 article-title: Reanalysis of the Rituximab in ANCA‐Associated Vasculitis trial identifies granulocyte subsets as a novel early marker of successful treatment publication-title: Arthritis Res. Ther. – volume: 16 year: 2018 article-title: Assessing scientists for hiring, promotion, and tenure publication-title: PLoS Biol. – volume: 311 start-page: 1201 year: 2014 end-page: 1202 article-title: Approaches and costs for sharing clinical research data publication-title: JAMA – volume: 352 start-page: 1278 year: 2016 end-page: 1280 article-title: A federated ecosystem for sharing genomic, clinical data publication-title: Science – volume: 570 start-page: 27 year: 2019 end-page: 29 article-title: Make scientific data FAIR publication-title: Nature – volume: 309 start-page: 1355 year: 2013 end-page: 1356 article-title: Ushering in a new era of open science through data sharing: the wall must come down publication-title: JAMA – volume: 369 start-page: 1651 year: 2013 end-page: 1658 article-title: Preparing for responsible sharing of clinical trial data publication-title: N. Engl. J. Med. – volume: 109S start-page: S65 year: 2017 end-page: S71 article-title: Open innovation: Towards sharing of data, models and workflows publication-title: Eur. J. Pharm. Sci. Off. J. Eur. Fed. Pharm. Sci. – volume: 529 start-page: 117 year: 2016 end-page: 119 article-title: Data sharing: an open mind on open data publication-title: Nature – volume: 4 start-page: 189 year: 2019 end-page: 200 article-title: Use of big data in drug development for precision medicine: an update publication-title: Expert Rev. Precis. Med. Drug Dev. – volume: 39 start-page: 479 year: 2012 end-page: 498 article-title: Combining patient‐level and summary‐level data for Alzheimer’s disease modeling and simulation: a β regression meta‐analysis publication-title: J. Pharmacokinet. Pharmacodyn. – volume: 24 start-page: 1708 year: 2018 end-page: 1715 article-title: A patient‐level pooled analysis of treatment‐shortening regimens for drug‐susceptible pulmonary tuberculosis publication-title: Nat. Med. – volume: 7 start-page: 499 year: 2014 end-page: 504 article-title: Sea change in open science and data sharing: leadership by industry publication-title: Circ. Cardiovasc. Qual. Outcomes – volume: 372 start-page: 201 year: 2015 end-page: 202 article-title: Sharing individual patient data from clinical trials publication-title: N. Engl. J. Med. – volume: 356 start-page: 2734 year: 2007 end-page: 2736 article-title: Clinical trial registration–looking back and moving ahead publication-title: N. Engl. J. Med. – volume: 376 start-page: 1684 year: 2017 end-page: 1687 article-title: Data authorship as an incentive to data sharing publication-title: N. Engl. J. Med. – volume: 9 start-page: 553 year: 2019 end-page: 563 article-title: The qualification of an enrichment biomarker for clinical trials targeting early stages of Parkinson’s disease publication-title: J. Park. Dis. – volume: 2 start-page: MR000011 year: 2007 article-title: Time to publication for results of clinical trials publication-title: Cochrane Database Syst. Rev. – volume: 9 year: 2012 article-title: The imperative to share clinical study reports: recommendations from the Tamiflu experience publication-title: PLoS Med. – volume: 378 start-page: 2202 year: 2018 end-page: 2211 article-title: Clinical trial participants’ views of the risks and benefits of data sharing publication-title: N. Engl. J. Med. – volume: 569 start-page: 445 year: 2019 end-page: 447 article-title: Data sharing and how it can benefit your scientific career publication-title: Nature – volume: 23 start-page: 403 year: 2018 end-page: 409 article-title: Meta‐analysis of randomized clinical trials in the era of individual patient data sharing publication-title: Int. J. Clin. Oncol. – volume: 97 start-page: 210 year: 2015 end-page: 214 article-title: The future is now: model‐based clinical trial design for Alzheimer’s disease publication-title: Clin. Pharmacol. Ther. – volume: 8 start-page: S1 year: 2012 end-page: S68 article-title: The Alzheimer’s disease neuroimaging initiative: a review of papers published since its inception publication-title: Alzheimers Dement. – volume: 351 start-page: 1250 year: 2004 end-page: 1251 article-title: Clinical trial registration: a statement from the international committee of medical journal editors publication-title: N. Engl. J. Med. – volume: 376 start-page: 2277 year: 2017 end-page: 2279 article-title: Data Sharing statements for clinical trials—a requirement of the international committee of medical journal editors publication-title: N. Engl. J. Med. – volume: 107 start-page: 903 year: 2020 end-page: 914 article-title: Hippocampal neuroimaging‐informed clinical trial enrichment tool for amnestic mild cognitive impairment using open data publication-title: Clin. Pharmacol. Ther. – year: 2019 – volume: 58 start-page: 234 year: 2014 end-page: 239 article-title: ImmPort: disseminating data to the public for the future of immunology publication-title: Immunol. Res. – volume: 37 start-page: 220 year: 2019 end-page: 224 article-title: Federated discovery and sharing of genomic data using Beacons publication-title: Nat. Biotechnol. – ident: e_1_2_11_47_1 doi: 10.1038/sdata.2018.259 – ident: e_1_2_11_46_1 doi: 10.1038/d41586-019-01720-7 – ident: e_1_2_11_18_1 doi: 10.1056/NEJMe1705439 – ident: e_1_2_11_26_1 doi: 10.1038/s41587-019-0046-x – volume: 1 start-page: MR000006 year: 2009 ident: e_1_2_11_15_1 article-title: Publication bias in clinical trials due to statistical significance or direction of trial results publication-title: Cochrane Database Syst. Rev. contributor: fullname: Hopewell S. – ident: e_1_2_11_1_1 doi: 10.1038/ncb2558 – ident: e_1_2_11_7_1 doi: 10.1161/CIRCOUTCOMES.114.001166 – ident: e_1_2_11_14_1 doi: 10.1056/NEJMsa1012065 – ident: e_1_2_11_30_1 doi: 10.1007/s10928-012-9263-3 – ident: e_1_2_11_35_1 doi: 10.1111/cts.12619 – ident: e_1_2_11_32_1 doi: 10.1016/j.jalz.2011.09.172 – ident: e_1_2_11_39_1 doi: 10.1038/sdata.2018.15 – ident: e_1_2_11_33_1 doi: 10.1002/cpt.1766 – ident: e_1_2_11_40_1 doi: 10.1186/s13075-015-0778-z – ident: e_1_2_11_43_1 doi: 10.1056/NEJMsb1616595 – ident: e_1_2_11_45_1 doi: 10.1038/d41586-019-01506-x – ident: e_1_2_11_2_1 doi: 10.1080/23808993.2019.1617632 – ident: e_1_2_11_22_1 doi: 10.1016/j.ejps.2017.06.035 – ident: e_1_2_11_5_1 doi: 10.1002/bimj.201300283 – volume: 2 start-page: MR000011 year: 2007 ident: e_1_2_11_19_1 article-title: Time to publication for results of clinical trials publication-title: Cochrane Database Syst. Rev. contributor: fullname: Hopewell S. – ident: e_1_2_11_9_1 doi: 10.1007/s10147-018-1237-z – ident: e_1_2_11_42_1 doi: 10.1371/journal.pbio.2004089 – ident: e_1_2_11_28_1 – ident: e_1_2_11_25_1 – ident: e_1_2_11_50_1 doi: 10.1038/s41591-018-0224-2 – ident: e_1_2_11_4_1 doi: 10.1056/NEJMhle1309073 – ident: e_1_2_11_38_1 doi: 10.1007/s12026-014-8516-1 – ident: e_1_2_11_13_1 – ident: e_1_2_11_3_1 doi: 10.1056/NEJMp1415160 – ident: e_1_2_11_6_1 doi: 10.1001/jama.2013.1299 – ident: e_1_2_11_49_1 doi: 10.1002/cpt.1779 – ident: e_1_2_11_31_1 doi: 10.1002/cpt.16 – ident: e_1_2_11_24_1 doi: 10.1126/science.aaf6162 – ident: e_1_2_11_12_1 – ident: e_1_2_11_27_1 – ident: e_1_2_11_36_1 doi: 10.3233/JPD-191648 – ident: e_1_2_11_37_1 – ident: e_1_2_11_23_1 – ident: e_1_2_11_21_1 doi: 10.1001/jama.2014.850 – ident: e_1_2_11_44_1 doi: 10.1038/nj7584-117a – ident: e_1_2_11_48_1 – ident: e_1_2_11_34_1 doi: 10.1111/cts.12492 – ident: e_1_2_11_29_1 – ident: e_1_2_11_16_1 doi: 10.1056/NEJMe048225 – ident: e_1_2_11_8_1 doi: 10.1371/journal.pmed.1001202 – ident: e_1_2_11_10_1 doi: 10.1016/S0140-6736(13)62296-5 – ident: e_1_2_11_11_1 doi: 10.1371/journal.pmed.1001201 – ident: e_1_2_11_20_1 doi: 10.1056/NEJMsa1713258 – ident: e_1_2_11_17_1 doi: 10.1056/NEJMe078110 – ident: e_1_2_11_41_1 doi: 10.1001/jamanetworkopen.2019.1851 |
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Title | Open Data Revolution in Clinical Research: Opportunities and Challenges |
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