Evidence map›Paper›PMID 33512723›Full record

Observational studyJournal of clinical pharmacology2021

Precision Dosing for Tacrolimus Using Genotypes and Clinical Factors in Kidney Transplant Recipients of European Ancestry.

Mahmoud Al-Kofahi, William S Oetting, David P Schladt, Rory P Remmel, Weihua Guan, Baolin Wu, Casey R Dorr, Roslyn B Mannon, Arthur J Matas, Ajay K Israni and 1 more

Abstract readMulticenter StudyObservational Study
In one paragraph

Observational study in Journal of clinical pharmacology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
11citing papers in PubMed, 2 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.

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

11 citing papers in PubMed, 2 syntheses or guidelines pooled it.

  1. Pooled it
  2. Pooled it
  3. Review
  4. Review
  5. Article
  6. Article
  7. Article
  8. State of Art of Dose Individualization to Support tacrolimus drug monitoring: What's Next?Transplant international : official journal of the European Society for Organ Transplantation · 2025
    Review
  9. Hidden in Plain Sight: Low Tacrolimus Metabolism Doubles Kidney Transplant Failure and Drives Infection Related Mortality.Transplant international : official journal of the European Society for Organ Transplantation · 2025
    Article
  10. Article
  11. Review
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

11 authors.

Mahmoud Al-KofahiDepartment of Experimental and Clinical Pharmacology, College of Pharmacy, University of Minnesota, Minneapolis, Minnesota, USA.ORCID 0000-0002-5458-0712
William S OettingDepartment of Experimental and Clinical Pharmacology, College of Pharmacy, University of Minnesota, Minneapolis, Minnesota, USA.
David P SchladtHennepin Health Research Institute, Minneapolis, Minnesota, USA.
Rory P RemmelDepartment of Medicinal Chemistry, University of Minnesota, Minneapolis, Minnesota, USA.
Weihua GuanDepartment of Biostatistics, University of Minnesota, Minneapolis, Minnesota, USA.
Baolin WuDepartment of Biostatistics, University of Minnesota, Minneapolis, Minnesota, USA.
Casey R DorrHennepin Health Research Institute, Minneapolis, Minnesota, USA.
Roslyn B MannonDivision of Nephrology, University of Nebraska, Omaha, Nebraska, USA.
Arthur J MatasDepartment of Surgery, University of Minnesota, Minneapolis, Minnesota, USA.
Ajay K IsraniHennepin Health Research Institute, Minneapolis, Minnesota, USA.
Pamala A JacobsonDepartment of Experimental and Clinical Pharmacology, College of Pharmacy, University of Minnesota, Minneapolis, Minnesota, USA.

Funding

YOUTH DRUG ABUSE, ADHD, AND RELATED DISRUPTIVE DISORDERSM01RR000400 · NCRR · UNIVERSITY OF MINNESOTA TWIN CITIES · PI KOTLYAR, MICHAEL · 1985 to 2009
$33.7M
Pharmacogenomics of Immune Suppressants in Kidney TransplantationU19AI070119 · NIAID · UNIVERSITY OF MINNESOTA · PI MATAS, ARTHUR J · 2006 to 2016
$17.1M
NIAID NIH HHS U19 AI070119
6 · The paper itself

Abstract

Genetic variation in the CYP3A4 and CYP3A5 (CYP3A4/5) genes, which encode the key enzymes in tacrolimus metabolism, is associated with tacrolimus clearance and dose requirements. Tacrolimus has a narrow therapeutic index with high intra- and intersubject variability, in part because of genetic variation. High tacrolimus clearance and low trough concentration are associated with a greater risk for rejection, whereas high troughs are associated with calcineurin-induced toxicity. The objective of this study was to develop a model of tacrolimus clearance with a dosing equation accounting for genotypes and clinical factors in adult kidney transplant recipients of European ancestry that could preemptively guide dosing. Recipients receiving immediate-release tacrolimus for maintenance immunosuppression from 2 multicenter studies were included. Participants in the GEN03 study were used for tacrolimus model development (n = 608 recipients) and was validated by prediction performance in the DeKAF Genomics study (n = 1361 recipients). Nonlinear mixed-effects modeling was used to develop the apparent oral tacrolimus clearance (CL/F) model. CYP3A4/5 genotypes and clinical covariates were tested for their influence on CL/F. The predictive performance of the model was determined by assessing the bias (median prediction error [ME] and median percentage error [MPE]) and the precision (root median squared error [RMSE]) of the model. CYP3A5*3, CYP3A4*22, corticosteroids, calcium channel blocker and antiviral drug use, age, and diabetes significantly contributed to the interindividual variability of oral tacrolimus apparent clearance. The bias (ME, MPE) and precision (RMSE) of the final model was good, 0.49 ng/mL, 6.5%, and 3.09 ng/mL, respectively. Prospective testing of this equation is warranted.

Indexed as

Kidney TransplantationAdolescentAdultAgedAged, 80 and overAge FactorsComorbidityCytochrome P-450 CYP3ADrug InteractionsFemaleGenotypeHumansImmunosuppressive AgentsMaleMetabolic Clearance RateMiddle AgedCYP3A4 protein, humanCYP3A5 protein, humanCytochrome P-450 CYP3AImmunosuppressive AgentsTacrolimusgenomicskidney transplantpharmacogenomicspopulation pharmacokineticstacrolimus

Identifiers

PMID33512723
PMCPMC11240873

What OpenQuestion holds

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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.