Evidence map›Paper›PMID 42222142›Full record

ArticleFrontiers in pharmacology2026

Integrating pharmacogenetic and clinical factors to predict the C0/D/W-based tacrolimus phenotype in kidney transplantation.

Andrea Guzmán-de Antonio, Carlos Jiménez-Martín, Elia B Márquez-Cabello, Marcos Navares-Gómez, María O López-Oliva, Elena González-García, Lucía Díaz-García, Rocío Rosas-Alonso, Irene García-García, Alberto M Borobia and 1 more

Abstract read
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Article in Frontiers in pharmacology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

11 authors.

Andrea Guzmán-de AntonioClinical Pharmacology Department, La Paz University Hospital, IdiPAZ (Hospital La Paz Institute for Health Research), Faculty of Medicine, Universidad Autónoma de Madrid, Madrid, Spain.
Carlos Jiménez-MartínNephrology Department, La Paz University Hospital, Madrid, Spain.
Elia B Márquez-CabelloClinical Pharmacology Department, La Paz University Hospital, IdiPAZ (Hospital La Paz Institute for Health Research), Faculty of Medicine, Universidad Autónoma de Madrid, Madrid, Spain.
Marcos Navares-GómezClinical Pharmacology Department, Hospital Universitario La Princesa, Instituto de Investigación Sanitaria La Princesa (IIS-Princesa), Madrid, Spain.
María O López-OlivaNephrology Department, La Paz University Hospital, Madrid, Spain.
Elena González-GarcíaNephrology Department, La Paz University Hospital, Madrid, Spain.
Lucía Díaz-GarcíaClinical Pharmacology Department, La Paz University Hospital, IdiPAZ (Hospital La Paz Institute for Health Research), Faculty of Medicine, Universidad Autónoma de Madrid, Madrid, Spain.
Rocío Rosas-AlonsoPharmacogenetics Laboratory, Genetics Department, La Paz University Hospital, Madrid, Spain.
Irene García-GarcíaClinical Pharmacology Department, La Paz University Hospital, IdiPAZ (Hospital La Paz Institute for Health Research), Faculty of Medicine, Universidad Autónoma de Madrid, Madrid, Spain.
Alberto M BorobiaClinical Pharmacology Department, La Paz University Hospital, IdiPAZ (Hospital La Paz Institute for Health Research), Faculty of Medicine, Universidad Autónoma de Madrid, Madrid, Spain.
Antonio J CarcasClinical Pharmacology Department, La Paz University Hospital, IdiPAZ (Hospital La Paz Institute for Health Research), Faculty of Medicine, Universidad Autónoma de Madrid, Madrid, Spain.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Tacrolimus shows substantial interindividual pharmacokinetic variability, complicating dose individualization in renal transplantation. The tacrolimus trough concentration-to-dose-to-weight ratio (C0/D/W) has been proposed as a simple surrogate of tacrolimus bioavailability, yet the extent to which pharmacogenetic and clinical factors explain this phenotype in stable adult kidney transplant recipients remains unclear. Methods: We conducted a single-centre retrospective study including 77 adult renal transplant recipients treated with prolonged-release tacrolimus formulations (Advagraf® or Envarsus®) and clinically stable. Tacrolimus exposure phenotype was defined using C0/D/W tertiles: the lowest tertile was classified as the high-metabolism phenotype and the highest tertile as the low-metabolism phenotype. Genotyping was performed using a customized OpenArray panel. The predictive performance of CYP3A5 rs776746 alone was assessed using diagnostic accuracy metrics. Multivariable logistic regression models integrating clinical covariates and genotype-based exposure scores were developed. Model performance was evaluated using McFadden's pseudo-R Results: The high- and low-metabolism groups comprised 39 and 38 patients, respectively. CYP3A5 expresser genotypes (*1 carriers) identified high-metabolism phenotype with a sensitivity of 48.7% and a specificity of 89.5%, yielding an overall accuracy of 68.8%. In multivariable analysis, CYP3A5 rs776746 score, age, and post-transplant period were associated with metabolism phenotype. The primary parsimonious model demonstrated good discrimination (apparent AUC 0.83; 95% CI 0.73-0.92), with an optimism-corrected AUC of 0.80 and a McFadden pseudo-R Conclusion: CYP3A5 genotype alone provides high specificity but limited sensitivity for predicting tacrolimus C0/D/W-based metabolism phenotype. Incorporation of key clinical variables, including age and time since transplantation, improves phenotype discrimination and provides a more comprehensive characterization of tacrolimus exposure variability. Additional pharmacogenetic markers showed limited incremental value. These findings support a combined genetic-clinical approach for tacrolimus dose individualization, although external validation in larger cohorts is warranted.

Indexed as

C0/D/W ratioCYP3A5kidney transplantationpharmacogeneticstacrolimus

Identifiers

PMID42222142
PMCPMC13219021

What Socratic holds

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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 Socratic graph.