Literature DB >> 22922173

Clinical decision support for genetically guided personalized medicine: a systematic review.

Brandon M Welch1, Kensaku Kawamoto.   

Abstract

OBJECTIVE: To review the literature on clinical decision support (CDS) for genetically guided personalized medicine (GPM).
MATERIALS AND METHODS: MEDLINE and Embase were searched from 1990 to 2011. The manuscripts included were summarized, and notable themes and trends were identified.
RESULTS: Following a screening of 3416 articles, 38 primary research articles were identified. Focal areas of research included family history-driven CDS, cancer management, and pharmacogenomics. Nine randomized controlled trials of CDS interventions for GPM were identified, seven of which reported positive results. The majority of manuscripts were published on or after 2007, with increased recent focus on genotype-driven CDS and the integration of CDS within primary clinical information systems. DISCUSSION: Substantial research has been conducted to date on the use of CDS to enable GPM. In a previous analysis of CDS intervention trials, the automatic provision of CDS as a part of routine clinical workflow had been identified as being critical for CDS effectiveness. There was some indication that CDS for GPM could potentially be effective without the CDS being provided automatically, but we did not find conclusive evidence to support this hypothesis.
CONCLUSION: To maximize the clinical benefits arising from ongoing discoveries in genetics and genomics, additional research and development is recommended for identifying how best to leverage CDS to bridge the gap between the promise and realization of GPM.

Entities:  

Mesh:

Year:  2012        PMID: 22922173      PMCID: PMC3638177          DOI: 10.1136/amiajnl-2012-000892

Source DB:  PubMed          Journal:  J Am Med Inform Assoc        ISSN: 1067-5027            Impact factor:   4.497


  62 in total

1.  Computer support for genetic advice in primary care.

Authors:  J Emery
Journal:  Br J Gen Pract       Date:  1999-07       Impact factor: 5.386

2.  Clinical utility of HIV-1 genotyping and expert advice: the Havana trial.

Authors:  Cristina Tural; Lidia Ruiz; Christopher Holtzer; Jonathan Schapiro; Pompeyo Viciana; Juan González; Pere Domingo; Charles Boucher; C Rey-Joly; Bonaventura Clotet
Journal:  AIDS       Date:  2002-01-25       Impact factor: 4.177

Review 3.  Effects of clinical decision-support systems on practitioner performance and patient outcomes: a synthesis of high-quality systematic review findings.

Authors:  Monique W M Jaspers; Marian Smeulers; Hester Vermeulen; Linda W Peute
Journal:  J Am Med Inform Assoc       Date:  2011-03-21       Impact factor: 4.497

Review 4.  Personalized medicine: progress and promise.

Authors:  Isaac S Chan; Geoffrey S Ginsburg
Journal:  Annu Rev Genomics Hum Genet       Date:  2011       Impact factor: 8.929

5.  Computer support for interpreting family histories of breast and ovarian cancer in primary care: comparative study with simulated cases.

Authors:  J Emery; R Walton; M Murphy; J Austoker; P Yudkin; C Chapman; A Coulson; D Glasspool; J Fox
Journal:  BMJ       Date:  2000-07-01

6.  RAGs: A novel approach to computerized genetic risk assessment and decision support from pedigrees.

Authors:  A S Coulson; D W Glasspool; J Fox; J Emery
Journal:  Methods Inf Med       Date:  2001       Impact factor: 2.176

7.  BRCAPRO validation, sensitivity of genetic testing of BRCA1/BRCA2, and prevalence of other breast cancer susceptibility genes.

Authors:  Donald A Berry; Edwin S Iversen; Daniel F Gudbjartsson; Elaine H Hiller; Judy E Garber; Beth N Peshkin; Caryn Lerman; Patrice Watson; Henry T Lynch; Susan G Hilsenbeck; Wendy S Rubinstein; Kevin S Hughes; Giovanni Parmigiani
Journal:  J Clin Oncol       Date:  2002-06-01       Impact factor: 44.544

Review 8.  Whole-genome sequencing in personalized therapeutics.

Authors:  P Cordero; E A Ashley
Journal:  Clin Pharmacol Ther       Date:  2012-06       Impact factor: 6.875

9.  Risk assessment in genetics: a semi-quantitative approach.

Authors:  D W Glasspool; J Fox; A S Coulson; J Emery
Journal:  Stud Health Technol Inform       Date:  2001

10.  Protocol for implementation of family health history collection and decision support into primary care using a computerized family health history system.

Authors:  Lori A Orlando; Elizabeth R Hauser; Carol Christianson; Karen P Powell; Adam H Buchanan; Blair Chesnut; Astrid B Agbaje; Vincent C Henrich; Geoffrey Ginsburg
Journal:  BMC Health Serv Res       Date:  2011-10-11       Impact factor: 2.655

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  48 in total

1.  Feasibility of Population Health Analytics and Data Visualization for Decision Support in the Infectious Diseases Domain: A pilot study.

Authors:  Don Roosan; Guilherme Del Fiol; Jorie Butler; Yarden Livnat; Jeanmarie Mayer; Matthew Samore; Makoto Jones; Charlene Weir
Journal:  Appl Clin Inform       Date:  2016-06-29       Impact factor: 2.342

2.  Integrating genetic and genomic information into effective cancer care in diverse populations.

Authors:  L Fashoyin-Aje; K Sanghavi; K Bjornard; J Bodurtha
Journal:  Ann Oncol       Date:  2013-10       Impact factor: 32.976

3.  Multi-source development of an integrated model for family health history.

Authors:  Elizabeth S Chen; Elizabeth W Carter; Tamara J Winden; Indra Neil Sarkar; Yan Wang; Genevieve B Melton
Journal:  J Am Med Inform Assoc       Date:  2014-10-21       Impact factor: 4.497

4.  Pharmacogenomic clinical decision support design and multi-site process outcomes analysis in the eMERGE Network.

Authors:  Timothy M Herr; Josh F Peterson; Luke V Rasmussen; Pedro J Caraballo; Peggy L Peissig; Justin B Starren
Journal:  J Am Med Inform Assoc       Date:  2019-02-01       Impact factor: 4.497

Review 5.  Personalization and Patient Involvement in Decision Support Systems: Current Trends.

Authors:  S Quaglini; L Sacchi; G Lanzola; N Viani
Journal:  Yearb Med Inform       Date:  2015-08-13

6.  Disseminating informatics knowledge and training the next generation of leaders.

Authors:  Lucila Ohno-Machado
Journal:  J Am Med Inform Assoc       Date:  2014 Nov-Dec       Impact factor: 4.497

7.  Digital Family History Data Mining with Neural Networks: A Pilot Study.

Authors:  Robert Hoyt; Steven Linnville; Stephen Thaler; Jeffrey Moore
Journal:  Perspect Health Inf Manag       Date:  2016-01-01

8.  An Assessment of Family History Information Captured in an Electronic Health Record.

Authors:  Fernanda Polubriaginof; Nicholas P Tatonetti; David K Vawdrey
Journal:  AMIA Annu Symp Proc       Date:  2015-11-05

9.  Pragmatic and Ethical Challenges of Incorporating the Genome into the Electronic Medical Record.

Authors:  Adam A Nishimura; Peter Tarczy-Hornoch; Brian H Shirts
Journal:  Curr Genet Med Rep       Date:  2014-12-01

10.  The genomic CDS sandbox: An assessment among domain experts.

Authors:  Ayesha Aziz; Kensaku Kawamoto; Karen Eilbeck; Marc S Williams; Robert R Freimuth; Mark A Hoffman; Luke V Rasmussen; Casey L Overby; Brian H Shirts; James M Hoffman; Brandon M Welch
Journal:  J Biomed Inform       Date:  2016-01-15       Impact factor: 6.317

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