Evidence map›Paper›PMID 41710889›Full record

ArticleFrontiers in immunology2026

Establishment of accurate estimation equations for area under the concentration curves using simultaneous limited sampling for extended-release tacrolimus and mycophenolic acid in kidney transplant recipients.

Kyoko Minamisono, Toshimasa Nakao, Takehiro Ohyama, Sho Nishida, Hajime Sasaki, Takayuki Hirose, Kiyohiko Hotta, Makiko Mieno, Daiki Iwami

Abstract read
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Article in Frontiers in immunology, 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

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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

9 authors.

Kyoko MinamisonoDivision of Renal Surgery and Transplantation, Department of Urology, Jichi Medical University, Shimotsuke, Japan.
Toshimasa NakaoDivision of Renal Surgery and Transplantation, Department of Urology, Jichi Medical University, Shimotsuke, Japan.
Takehiro OhyamaDivision of Renal Surgery and Transplantation, Department of Urology, Jichi Medical University, Shimotsuke, Japan.
Sho NishidaDivision of Renal Surgery and Transplantation, Department of Urology, Jichi Medical University, Shimotsuke, Japan.
Hajime SasakiDepartment of Kidney Transplant Surgery, Sapporo City General Hospital, Sapporo, Japan.
Takayuki HiroseDepartment of Renal and Genitourinary surgery, Faculty of Medicine, Hokkaido University, Sapporo, Japan.
Kiyohiko HottaDepartment of Renal and Genitourinary surgery, Faculty of Medicine, Hokkaido University, Sapporo, Japan.
Makiko MienoDivision of Center for Information, Jichi Medical University, Shimotsuke, Japan.
Daiki IwamiDivision of Renal Surgery and Transplantation, Department of Urology, Jichi Medical University, Shimotsuke, Japan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: This study aimed to develop a limited sampling strategy (LSS) and predictive equations to accurately estimate the areas under the concentration-time curves (AUC) of extended-release tacrolimus (TAC-ER) and mycophenolic acid (MPA). Methods: A retrospective analysis of Japanese kidney transplant recipients yielded 90 TAC-ER AUC0-24 (23 patients) and 80 MPA AUC0-12 (29 patients) datasets, which were randomly split into learning and validation datasets. Training datasets were used to generate the LSS model equations based on multiple linear regression analysis, and the coefficient of determination (R2) was used to assess the goodness of fit of regression models. Validation datasets applied the selected training equations to compute error indices, Passing-Bablok's Kendall's τ, and Bland-Altman limits of agreement, thereby assessing predictive bias, accuracy, and precision. Results and discussion: Four equations (C0-C1-C6, C0-C1-C2-C6, C0-C1-C3-C6, C0-C1-C4-C6) showed strong correlations with the actual AUC (R² > 0.95), with the validation identifying C0-C1-C3-C6 as the most reliable for both TAC-ER and MPA. This study demonstrated that LSS using C0-C1-C3-C6 reliably and accurately estimated both the actual TAC-ER AUC0-24 and MPA AUC0-12 simultaneously in kidney transplant recipients. These equations can be feasibly implemented in outpatient clinical settings to reduce time and cost.

Indexed as

Immunosuppressive AgentsKidney TransplantationMycophenolic AcidTacrolimusArea Under CurveDelayed-Action PreparationsDrug MonitoringFemaleHumansMaleRetrospective StudiesDelayed-Action PreparationsImmunosuppressive AgentsMycophenolic AcidTacrolimusarea under the curveimmunosuppressive druglimited sampling strategyprediction equationsrenal transplantation

Identifiers

PMID41710889
PMCPMC12909250

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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 OpenQuestion graph.