Literature DB >> 26048401

A primer on precision medicine informatics.

Andrea Sboner, Olivier Elemento.   

Abstract

In this review, we describe key components of a computational infrastructure for a precision medicine program that is based on clinical-grade genomic sequencing. Specific aspects covered in this review include software components and hardware infrastructure, reporting, integration into Electronic Health Records for routine clinical use and regulatory aspects. We emphasize informatics components related to reproducibility and reliability in genomic testing, regulatory compliance, traceability and documentation of processes, integration into clinical workflows, privacy requirements, prioritization and interpretation of results to report based on clinical needs, rapidly evolving knowledge base of genomic alterations and clinical treatments and return of results in a timely and predictable fashion. We also seek to differentiate between the use of precision medicine in germline and cancer.
© The Author 2015. Published by Oxford University Press. For Permissions, please email: journals.permissions@oup.com.

Entities:  

Keywords:  NGS testing; clinical genomics; computational biology; informatics; precision medicine

Mesh:

Year:  2015        PMID: 26048401     DOI: 10.1093/bib/bbv032

Source DB:  PubMed          Journal:  Brief Bioinform        ISSN: 1467-5463            Impact factor:   11.622


  13 in total

Review 1.  Precision medicine in cardiology.

Authors:  Elliott M Antman; Joseph Loscalzo
Journal:  Nat Rev Cardiol       Date:  2016-06-30       Impact factor: 32.419

2.  Metabolomics technology and bioinformatics for precision medicine.

Authors:  Rajeev K Azad; Vladimir Shulaev
Journal:  Brief Bioinform       Date:  2019-11-27       Impact factor: 11.622

Review 3.  Precision medicine for advanced prostate cancer.

Authors:  Stephanie A Mullane; Eliezer M Van Allen
Journal:  Curr Opin Urol       Date:  2016-05       Impact factor: 2.309

4.  Immunotherapeutic options for management of relapsed or refractory B-cell acute lymphoblastic leukemia: how to select newly approved agents?

Authors:  Prajwal Dhakal; Jasleen Kaur; Krishna Gundabolu; Vijaya Raj Bhatt
Journal:  Leuk Lymphoma       Date:  2019-07-18

Review 5.  The Architecture of a Precision Oncology Platform.

Authors:  Alessandro Laganà
Journal:  Adv Exp Med Biol       Date:  2022       Impact factor: 2.622

Review 6.  Artificial intelligence and machine learning in precision and genomic medicine.

Authors:  Sameer Quazi
Journal:  Med Oncol       Date:  2022-06-15       Impact factor: 3.738

7.  Toward Precision Healthcare: Context and Mathematical Challenges.

Authors:  Caroline Colijn; Nick Jones; Iain G Johnston; Sophia Yaliraki; Mauricio Barahona
Journal:  Front Physiol       Date:  2017-03-21       Impact factor: 4.566

Review 8.  Current status and future directions of cancer immunotherapy.

Authors:  Hongming Zhang; Jibei Chen
Journal:  J Cancer       Date:  2018-04-19       Impact factor: 4.207

Review 9.  Challenges of Identifying Clinically Actionable Genetic Variants for Precision Medicine.

Authors:  Tonia C Carter; Max M He
Journal:  J Healthc Eng       Date:  2016       Impact factor: 2.682

10.  Artificial intelligence with multi-functional machine learning platform development for better healthcare and precision medicine.

Authors:  Zeeshan Ahmed; Khalid Mohamed; Saman Zeeshan; XinQi Dong
Journal:  Database (Oxford)       Date:  2020-01-01       Impact factor: 3.451

View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.