Evidence map›Paper›PMID 35262906›Full record

ArticleClinical pharmacology and therapeutics2022

Liquid Biopsy for Patient Characterization in Cardiovascular Disease: Verification against Markers of Cytochrome P450 and P-Glycoprotein Activities.

Brahim Achour, Pauline Gosselin, Jean Terrier, Yvonne Gloor, Zubida M Al-Majdoub, Thomas M Polasek, Youssef Daali, Amin Rostami-Hodjegan, Jean-Luc Reny

Registry-linked trialOpen access · hybridAbstract read
In one paragraph

Article in Clinical pharmacology and therapeutics, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT03477331 (Antithrombotics' Therapeutic Optimization in Hospitalized Patients Using Physiologically- and Population-based Pharmacokinetic Modeling), which is not on this map. Cited by 16 papers.

0numbers the graph read from it
0cells of the map it votes in
16citing papers in PubMed
2.8field-weighted citation impact, top 8% of its field
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.

NCT03477331 completednot on this map

Antithrombotics' Therapeutic Optimization in Hospitalized Patients Using Physiologically- and Population-based Pharmacokinetic Modeling

TypeobservationalSponsorUniversity Hospital, GenevaRan2018 to 2024Enrolled444ConditionsCardiovascular Diseases
3 · Its place in the literature

Who cites it

16 citing papers in PubMed, 36 citations in OpenAlex.

  1. Review
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  8. Novel Approaches to Characterize Individual Drug Metabolism and Advance Precision Medicine.Drug metabolism and disposition: the biological fate of chemicals · 2023
    Review
  9. Review
  10. Article
  11. Article
  12. Article
  13. The impact ofFrontiers in pharmacology · 2023
    Article
  14. Virtual twin for healthcare management.Frontiers in digital health · 2023
    Article
  15. Article
  16. The impact ofFrontiers in pharmacology · 2022
    Article
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

9 authors at 4 institutions in 4 countries.

Brahim Achour *Centre for Applied Pharmacokinetic Research, School of Health Sciences, University of Manchester, Manchester, UK.ORCID 0000-0002-2595-5626
Pauline Gosselin *General Internal Medicine, Department of Medicine, Geneva University Hospitals, Geneva, Switzerland.
Jean TerrierGeneral Internal Medicine, Department of Medicine, Geneva University Hospitals, Geneva, Switzerland.
Yvonne GloorClinical Pharmacology and Toxicology, Department of Anaesthesiology, Pharmacology, Intensive Care and Emergency Medicine, Geneva University Hospitals, Geneva, Switzerland.
Zubida M Al-MajdoubCentre for Applied Pharmacokinetic Research, School of Health Sciences, University of Manchester, Manchester, UK.ORCID 0000-0002-1497-3140
Thomas M PolasekCertara, Princeton, New Jersey, USA.ORCID 0000-0003-1008-5223
Youssef DaaliGeneva Platelet Group, Faculty of Medicine, University of Geneva, Geneva, Switzerland.
Amin Rostami-Hodjegan *Centre for Applied Pharmacokinetic Research, School of Health Sciences, University of Manchester, Manchester, UK.ORCID 0000-0003-3917-844X
Jean-Luc Reny *General Internal Medicine, Department of Medicine, Geneva University Hospitals, Geneva, Switzerland.
University of Geneva · CHManchester Academic Health Science Centre · GBRoyal Adelaide Hospital · AUUniversity Hospital of Geneva · CH

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Precision dosing strategies require accounting for between-patient variability in pharmacokinetics together with subsequent pharmacodynamic differences. Liquid biopsy is a valuable new approach to diagnose disease prior to the appearance of clinical signs and symptoms, potentially circumventing invasive tissue biopsies. However, the possibility of quantitative grading of biomarkers, as opposed to simply confirming their presence or absence, is relatively new. In this study, we aimed to verify expression measurements of cytochrome P450 (CYP) enzymes and the transporter P-glycoprotein (P-gp) in liquid biopsy against genotype and activity phenotype (assessed by the Geneva cocktail approach) in 30 acutely ill patients with cardiovascular disease in a hospital setting. After accounting for exosomal shedding, expression in liquid biopsy correlated with activity phenotype for CYP1A2, CYP2B6, CYP2C9, CYP3A, and P-gp (r = 0.44-0.70, P ≤ 0.05). Although genotype offered a degree of stratification, large variability (coefficient of variation (CV)) in activity (up to 157%) and expression in liquid biopsy (up to 117%) was observed within each genotype, indicating a mismatch between genotype and phenotype. Further, exosome screening revealed expression of 497 targets relevant to drug metabolism and disposition (159 enzymes and 336 transporters), as well as 20 molecular drug targets. Although there were no functional data available to correlate against these large-scale measurements, assessment of disease perturbation from healthy baseline was possible. Verification of liquid biopsy against activity phenotype is important to further individualize modeling approaches that aspire to achieve precision dosing from the start of drug treatment without the need for multiple rounds of dose optimization.

Indexed as

Cardiovascular DiseasesCytochrome P-450 CYP3AATP Binding Cassette Transporter, Subfamily BBiomarkersCytochrome P-450 CYP2C19Cytochrome P-450 CYP2C9Cytochrome P-450 Enzyme SystemHumansLiquid BiopsyMembrane Transport ProteinsATP Binding Cassette Transporter, Subfamily BBiomarkersCytochrome P-450 CYP2C19Cytochrome P-450 CYP2C9Cytochrome P-450 CYP3ACytochrome P-450 Enzyme SystemMembrane Transport Proteins

Identifiers

PMID35262906
PMCPMC9313840
OpenAlexW4220722277

What OpenQuestion holds

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LicenceCC BY-NC
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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.