Evidence map›Paper›PMID 34743324›Full record

ArticleClinical pharmacology and therapeutics2022

Plasma Carboxylesterase 1 Predicts Methylphenidate Exposure: A Proof-of-Concept Study Using Plasma Protein Biomarker for Hepatic Drug Metabolism.

Jian Shi, Jingcheng Xiao, Xinwen Wang, Sun Min Jung, Barry E Bleske, John S Markowitz, Kennerly S Patrick, Hao-Jie Zhu

Open access · bronzeAbstract 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. Cited by 6 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed, 1 pooled it
0.7field-weighted citation impact, top 29% 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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

6 citing papers in PubMed, 1 synthesis or guideline pooled it, 7 citations in OpenAlex.

  1. Association betweenFrontiers in cardiovascular medicine · 2022
    Pooled it
  2. Article
  3. Article
  4. Review
  5. Review
  6. 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

8 authors at 5 institutions in 1 country.

Jian ShiDepartment of Clinical Pharmacy, University of Michigan, Ann Arbor, Michigan, USA.
Jingcheng XiaoDepartment of Pharmaceutical Sciences, University of Michigan, Ann Arbor, Michigan, USA.
Xinwen WangDepartment of Pharmaceutical Sciences, Northeast Ohio Medical University, Rootstown, Ohio, USA.
Sun Min JungDepartment of Pharmaceutical Sciences, University of Michigan, Ann Arbor, Michigan, USA.
Barry E BleskeDepartment of Pharmacy Practice and Administrative Sciences, The University of New Mexico, Albuquerque, New Mexico, USA.
John S MarkowitzDepartment of Pharmacotherapy and Translational Research, University of Florida, Gainesville, Florida, USA.
Kennerly S PatrickDepartment of Drug Discovery and Biomedical Sciences, Medical University of South Carolina, Charleston, South Carolina, USA.
Hao-Jie ZhuDepartment of Clinical Pharmacy, University of Michigan, Ann Arbor, Michigan, USA.ORCID 0000-0002-2248-4419
University of Michigan · USMedical University of South Carolina · USNortheast Ohio Medical University · USUniversity of Florida · USUniversity of New Mexico · US

Funding

Carboxylesterase 1 Genetic Variation and Methylphenidate in ADHDR01HD093612 · NICHD · UNIVERSITY OF FLORIDA · PI MARKOWITZ, JOHN S, ZHU, HAOJIE · 2018 to 2022
$3.0M
Methylphenidate-Ethanol Interactions in ADHD and Co-abuseR01AA016707 · NIAAA · MEDICAL UNIVERSITY OF SOUTH CAROLINA · PI PATRICK, KENNERLY SEXTON · 2006 to 2010
$1.5M
NIAAA NIH HHS R01 AA016707NICHD NIH HHS R01 HD093612
6 · The paper itself

Abstract

Hepatic drug-metabolizing enzymes (DMEs) play critical roles in determining the pharmacokinetics and pharmacodynamics of numerous therapeutic agents. As such, noninvasive biomarkers capable of predicting DME expression in the liver have the potential to be used to personalize pharmacotherapy and improve drug treatment outcomes. In the present study, we quantified carboxylesterase 1 (CES1) protein concentrations in plasma samples collected during a methylphenidate pharmacokinetics study. CES1 is a prominent hepatic enzyme responsible for the metabolism of many medications containing small ester moieties, including methylphenidate. The results revealed a significant inverse correlation between plasma CES1 protein concentrations and the area under the concentration-time curves (AUCs) of plasma d-methylphenidate (P = 0.014, r = -0.617). In addition, when plasma CES1 protein levels were normalized to the plasma concentrations of 24 liver-enriched proteins to account for potential interindividual differences in hepatic protein release rate, the correlation was further improved (P = 0.003, r = -0.703), suggesting that plasma CES1 protein could explain ~ 50% of the variability in d-methylphenidate AUCs in the study participants. A physiologically-based pharmacokinetic modeling simulation revealed that the CES1-based individualized dosing strategy might significantly reduce d-methylphenidate exposure variability in pediatric patients relative to conventional trial and error fixed dosing regimens. This proof-of-concept study indicates that the plasma protein of a hepatic DME may serve as a biomarker for predicting its metabolic function and the pharmacokinetics of its substrate drugs.

Indexed as

CarboxylesteraseMethylphenidateBiomarkersBlood ProteinsCarboxylic Ester HydrolasesChildHumansLiverBiomarkersBlood ProteinsCarboxylesteraseCarboxylic Ester HydrolasesMethylphenidate

Identifiers

PMID34743324
PMCPMC9249567
OpenAlexW3213664027

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

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.