Evidence map›Paper›PMID 29700074›Full record

ReviewCirculation research2018

Emerging Role of Precision Medicine in Cardiovascular Disease.

Jane A Leopold, Joseph Loscalzo

Registry-linked trialAbstract readReview
In one paragraph

Review in Circulation research, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06665919 (Randomized Controlled Trial for Evaluating CYP2C19 Allele Genotype-guided Clopidogrel Treatment Outcomes in Real-world Practice After the ePCI), which is not on this map. Cited by 203 papers, 4 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
203citing papers in PubMed, 4 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

NCT06665919 nacompletednot on this mapstarted 2023, after this paper: background citation

Randomized Controlled Trial for Evaluating CYP2C19 Allele Genotype-guided Clopidogrel Treatment Outcomes in Real-world Practice After the ePCI

TypeinterventionalSponsorVistamedi Ltd.Ran2023 to 2025Enrolled283ConditionsCoronary Artery Disease, Clopidogrel Resistance, Coronary Thrombosis, Adverse Cardiac EventsArmsCYP2C19 Genotype-Guided Clopidogrel Treatment, CYP2C19 Genotype Guided Antiplatelet Treatment Alternative to Clopidogrel, The Conventional Clopidogrel Treatment
3 · Its place in the literature

Who cites it

203 citing papers in PubMed, 4 syntheses or guidelines pooled it.

  1. Pooled it
  2. Pooled it
  3. Pooled it
  4. Pooled it
  5. Review
  6. Review
  7. Article
  8. Review
  9. Article
  10. Review
  11. Special Issue: Recent Research on Hypertension and Related Complications.International journal of molecular sciences · 2026
    Article
  12. Review
  13. Review
  14. Contemporary Cardiac Surgery-Towards Granular Precision in Surgical Care.Journal of cardiovascular development and disease · 2026
    Article
  15. Observational
  16. Review
  17. Article
  18. Article
  19. Article
  20. Additional Value of Cardiac Assessment With OncologicReviews in cardiovascular medicine · 2026
    Article

143 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

2 authors.

Jane A LeopoldFrom the Brigham and Women's Hospital and Harvard Medical School, Boston, MA.
Joseph LoscalzoFrom the Brigham and Women's Hospital and Harvard Medical School, Boston, MA. jloscalzo@bwh.harvard.edu.

Funding

TRANSLATIONAL PHARMACOLOGY COREP50GM107618 · NIGMS · HARVARD MEDICAL SCHOOL · PI GOLAN, DAVID E. · 2014 to 2018
$10.8M
Center for Integrated Approaches to Undiagnosed DiseasesU01HG007690 · NHGRI · BRIGHAM AND WOMEN'S HOSPITAL · PI LOSCALZO, JOSEPH · 2014 to 2022
$10.4M
GPx-3 and Peroxide Flux in the Endothelial CellR37HL061795 · NHLBI · BRIGHAM AND WOMEN'S HOSPITAL · PI LOSCALZO, JOSEPH · 2007 to 2016
$4.3M
Intergrated Endothelial Phenotyping to Redefine Pulmonary HypertensionU01HL125215 · NHLBI · BRIGHAM AND WOMEN'S HOSPITAL · PI LEOPOLD, JANE A, WAXMAN, AARON B · 2014 to 2018
$1.7M
PLATELET DERIVED REACTIVE OXYGEN SPECIES AND PLAQUER01HL061795 · NHLBI · BRIGHAM AND WOMEN'S HOSPITAL · PI LOSCALZO, JOSEPH · 1998 to 2006
$1.6M
NHGRI NIH HHS U01 HG007690NHLBI NIH HHS R01 HL061795NHLBI NIH HHS R37 HL061795NHLBI NIH HHS U01 HL125215NIGMS NIH HHS P50 GM107618
6 · The paper itself

Abstract

Precision medicine is an integrative approach to cardiovascular disease prevention and treatment that considers an individual's genetics, lifestyle, and exposures as determinants of their cardiovascular health and disease phenotypes. This focus overcomes the limitations of reductionism in medicine, which presumes that all patients with the same signs of disease share a common pathophenotype and, therefore, should be treated similarly. Precision medicine incorporates standard clinical and health record data with advanced panomics (ie, transcriptomics, epigenomics, proteomics, metabolomics, and microbiomics) for deep phenotyping. These phenotypic data can then be analyzed within the framework of molecular interaction (interactome) networks to uncover previously unrecognized disease phenotypes and relationships between diseases, and to select pharmacotherapeutics or identify potential protein-drug or drug-drug interactions. In this review, we discuss the current spectrum of cardiovascular health and disease, population averages and the response of extreme phenotypes to interventions, and population-based versus high-risk treatment strategies as a pretext to understanding a precision medicine approach to cardiovascular disease prevention and therapeutic interventions. We also consider the search for resilience and Mendelian disease genes and argue against the theory of a single causal gene/gene product as a mediator of the cardiovascular disease phenotype, as well as an Erlichian magic bullet to solve cardiovascular disease. Finally, we detail the importance of deep phenotyping and interactome networks and the use of this information for rational polypharmacy. These topics highlight the urgent need for precise phenotyping to advance precision medicine as a strategy to improve cardiovascular health and prevent disease.

Indexed as

Cardiovascular DiseasesComputational BiologyCardiovascular AgentsDemographyDrug DiscoveryForecastingGene-Environment InteractionGenetic Association StudiesGenetic Diseases, InbornGenetic VariationHumansMutationPharmacogeneticsPhenotypePrecision MedicineCardiovascular Agentsgenomicspolypharmacyprecision medicineproteomicssystems biology

Identifiers

PMID29700074
PMCPMC6021027

What OpenQuestion holds

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Registered trials

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.