Evidence map›Paper›PMID 41960337›Full record

ArticleResearch square2026

Nonlinear Mixed-Effects Modeling to Characterize the Pharmacokinetics of a Novel Mithramycin Analogue for Ewing Sarcoma in Mice.

Kumar Kulldeep Niloy, Jamie Horn, Nazmul Hasan Bhuiyan, Khaled A Shaaban, Suhas S Bhosale, Thomas Prisinzano, Jon S Thorson, Jurgen Rohr, Markos Leggas

Abstract readPreprint
In one paragraph

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

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Kumar Kulldeep NiloySt. Jude Children's Research Hospital.
Jamie HornSt. Jude Children's Research Hospital.
Nazmul Hasan BhuiyanUniversity of Kentucky.
Khaled A ShaabanUniversity of Kentucky.
Suhas S BhosaleUniversity of Kentucky.
Thomas PrisinzanoUniversity of Kentucky.
Jon S ThorsonUniversity of Kentucky.
Jurgen RohrUniversity of Kentucky.
Markos LeggasSt. Jude Children's Research Hospital.

Funding

Kentucky Center for Clinical and Translational ScienceUL1TR001998 · NCATS · UNIVERSITY OF KENTUCKY · PI HARTMANN, KATHERINE E, KERN, PHILIP A · 2016 to 2025
$34.2M
Understanding the role of anti-apolipoprotein A-I antibodies in atherosclerotic cardiovascular diseaseP20GM130456 · NIGMS · UNIVERSITY OF KENTUCKY · PI M. Ashfaqul Alam · 2020 to 2026
$18.7M
Kentucky Center for Clinical and Translational ScienceUL1TR000117 · NCATS · UNIVERSITY OF KENTUCKY · PI KERN, PHILIP A · 2012 to 2015
$13.3M
In Vitro Glycorandomization of Natural ProductsR37AI052218 · NIAID · UNIVERSITY OF KENTUCKY · PI THORSON, JON SCOTT · 2012 to 2021
$4.0M
Mechanistic and pharmacologic studies of selective mithramycin analogues targeting EWS-FLI1 in Ewing sarcomaR01CA243529 · NCI · UNIVERSITY OF KENTUCKY · PI LEGGAS, MARKOS, ROHR, JURGEN T · 2020 to 2024
$3.0M
NCATS NIH HHS UL1 TR000117NCATS NIH HHS UL1 TR001998NCI NIH HHS R01 CA243529NIAID NIH HHS R37 AI052218NIGMS NIH HHS P20 GM130456
6 · The paper itself

Abstract

Purpose: To develop a pharmacokinetic model for a novel mithramycin analogue, MTMSA-Trp, in mice and characterize dose-dependent disposition to support future pharmacokinetic-pharmacodynamic (PK/PD) and exposure-efficacy analyses. Methods: Non-linear mixed-effects modeling was used to develop a population pharmacokinetic (popPK) model in MonolixSuite 2024R1 using 121 plasma concentrations from 70 female athymic nude mice after single IV bolus doses of 0.3, 1, 3, 5, and 10 mg/kg. Model selection was guided by the objective function value (OFV), parameter precision, and diagnostic plots. The final model was evaluated using bootstrap resampling (1000 replicates) and visual predictive checks (VPC; 1000 simulated datasets). Results: A one-compartment model with first-order elimination and an empirical power relationship between dose and clearance best described the data. Including dose as a covariate in the clearance model significantly improved model fit relative to the linear base model (ΔOFV = - 26.19). Typical clearance and volume of distribution were 39.18 mL/h/kg (at 3 mg/kg) and 53.06 mL/kg, respectively, and the dose-clearance exponent was β = -0.30, indicating decreasing clearance with increasing dose. Fixed-effect parameters were estimated with high precision (RSE ≤ 11%). Shrinkage was high for clearance (81%) and moderate for volume of distribution (39.1%). Bootstrap and VPC results supported model robustness and predictive performance. Conclusion: A robust popPK model describing dose-dependent MTMSA-Trp disposition in mice was developed and is suitable for simulation to support subsequent PK/PD and exposure-efficacy analyses.

Indexed as

Ewing sarcomamithramycin analoguesPopulation pharmacokineticsPreclinical pharmacokinetics

Identifiers

PMID41960337
PMCPMC13060501

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Registered trials

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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.