Future-proofing genomic data and consent management: a comprehensive review of technology innovations

被引:2
|
作者
Oliva, Adrien [1 ]
Kaphle, Anubhav [1 ]
Reguant, Roc [1 ]
Sng, Letitia M. F. [1 ]
Twine, Natalie A. [1 ]
Malakar, Yuwan [2 ]
Wickramarachchi, Anuradha [1 ]
Keller, Marcel [3 ]
Ranbaduge, Thilina [4 ]
Chan, Eva K. F. [5 ]
Breen, James [6 ,7 ]
Buckberry, Sam [6 ,7 ]
Guennewig, Boris [8 ]
Haas, Matilda [9 ,10 ]
Brown, Alex [6 ,7 ]
Cowley, Mark J. [11 ,12 ,13 ]
Thorne, Natalie [14 ]
Jain, Yatish [1 ,15 ]
Bauer, Denis C. [15 ,16 ,17 ]
机构
[1] CSIRO, Australian Hlth Res Ctr, Level 3-160 Hawkesbury Rd, Westmead, NSW 2145, Australia
[2] CSIRO, Responsible Innovat Future Sci Platform, 41 Boggo Rd, Dutton Pk, Qld 4102, Australia
[3] CSIRO, Data61, Level 5-13 Garden St, Eveleigh, NSW 2015, Australia
[4] CSIRO, Data61, Bldg 101,Clunies Ross St, Canberra, ACT 2601, Australia
[5] NSW Hlth Pathol, 1 Reserve Rd, St Leonards, NSW 2065, Australia
[6] Telethon Kids Inst, Perth, WA 6009, Australia
[7] Australian Natl Univ, John Curtin Sch Med Res, Natl Ctr Indigenous Genom, Canberra, ACT 2601, Australia
[8] Univ Sydney, Sydney Med Sch, Brain & Mind Ctr, 94 Mallett St, Camperdown, NSW 2050, Australia
[9] Australian Genom, Parkville, Vic 3052, Australia
[10] Murdoch Childrens Res Inst, Parkville, Vic 3052, Australia
[11] UNSW Sydney, Lowy Canc Res Ctr, Childrens Canc Inst, Level 4,Lowy Canc Res Ctr Corner Bot & High St,UN, Kensington, NSW 2052, Australia
[12] UNSW Sydney, UNSW Med & Hlth, Sch Clin Med, Fac Med & Hlth, Wallace Wurth Bldg C27,Cnr High St & Bot St, Kensington, NSW 2052, Australia
[13] Univ Melbourne, Parkville, Vic 3052, Australia
[14] Melbourne Genom Hlth Alliance, Walter & Eliza Hall Inst, Melbourne 1G,1G Royal Parade, Parkville, Vic 3052, Australia
[15] Macquarie Univ, Fac Sci & Engn, Appl Biosci, 205B Culloden Rd, Macquarie Pk, NSW 2109, Australia
[16] Macquarie Univ, Dept Biomed Sci, MQ Hlth Gen Practice, Suite 305,Level 3-2 Technol Pl, Macquarie Pk, NSW 2109, Australia
[17] Univ Adelaide, Australian Hlth Res Ctr, CSIRO, Gate 13,Kintore Ave, Adelaide, SA 5000, Australia
来源
GIGASCIENCE | 2024年 / 13卷
关键词
genome data privacy; trust model; decentralized systems; self-sovereign identity; dynamic consent; INFORMED-CONSENT; PERSONAL GENOME; K-ANONYMITY; PRIVACY; PROFESSIONALS; EDUCATION; ACCESS; RISKS; MODEL; AGE;
D O I
10.1093/gigascience/giae021
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Genomic information is increasingly used to inform medical treatments and manage future disease risks. However, any personal and societal gains must be carefully balanced against the risk to individuals contributing their genomic data. Expanding our understanding of actionable genomic insights requires researchers to access large global datasets to capture the complexity of genomic contribution to diseases. Similarly, clinicians need efficient access to a patient's genome as well as population-representative historical records for evidence-based decisions. Both researchers and clinicians hence rely on participants to consent to the use of their genomic data, which in turn requires trust in the professional and ethical handling of this information.Here, we review existing and emerging solutions for secure and effective genomic information management, including storage, encryption, consent, and authorization that are needed to build participant trust. We discuss recent innovations in cloud computing, quantum-computing-proof encryption, and self-sovereign identity. These innovations can augment key developments from within the genomics community, notably GA4GH Passports and the Crypt4GH file container standard. We also explore how decentralized storage as well as the digital consenting process can offer culturally acceptable processes to encourage data contributions from ethnic minorities.We conclude that the individual and their right for self-determination needs to be put at the center of any genomics framework, because only on an individual level can the received benefits be accurately balanced against the risk of exposing private information.
引用
收藏
页数:16
相关论文
共 35 条
  • [31] Big data and human resource management research: An integrative review and new directions for future research
    Zhang, Yucheng
    Xu, Shan
    Zhang, Long
    Yang, Mengxi
    JOURNAL OF BUSINESS RESEARCH, 2021, 133 : 34 - 50
  • [32] A Comprehensive review of data-driven approaches for forecasting production from unconventional reservoirs: best practices and future directions
    Rahmanifard, Hamid
    Gates, Ian
    ARTIFICIAL INTELLIGENCE REVIEW, 2024, 57 (08)
  • [33] Applications of Big Data Analytics in Investment Management: A Review and Future Research Agenda Using TCM Framework
    Eachempati, Prajwal
    Srivastava, Praveen Ranjan
    JOURNAL OF DATABASE MANAGEMENT, 2022, 33 (01)
  • [34] Data-driven smart sustainable cities of the future: An evidence synthesis approach to a comprehensive state-of-the-art literature review
    Bibri, Simon Elias
    SUSTAINABLE FUTURES, 2021, 3
  • [35] A Comprehensive Review on Construction and Demolition Waste Management Practices and Assessment of This Waste Flow for Future Valorization via Energy Recovery and Industrial Symbiosis
    Cudecka-Purina, Natalija
    Kuzmina, Jekaterina
    Butkevics, Janis
    Olena, Arsirii
    Ivanov, Oleksii
    Atstaja, Dzintra
    ENERGIES, 2024, 17 (21)