Evidence map›Paper›PMID 41710913›Full record

ArticleJAC-antimicrobial resistance2026

Vancomycin target attainment improved following population pharmacokinetic model switch: a large-scale quasi-experimental study of precision dosing.

Dominic M H Tong, Jordan T Brooks, Ron J Keizer, Jasmine H Hughes

Abstract read
In one paragraph

Article in JAC-antimicrobial resistance, 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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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

4 authors.

Dominic M H TongData Science and Engineering, InsightRX, San Francisco, CA, USA.ORCID https://orcid.org/0000-0001-7396-7958
Jordan T BrooksData Science and Engineering, InsightRX, San Francisco, CA, USA.
Ron J KeizerData Science and Engineering, InsightRX, San Francisco, CA, USA.
Jasmine H HughesData Science and Engineering, InsightRX, San Francisco, CA, USA.ORCID https://orcid.org/0000-0003-3053-1251

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objectives: The aim of this study was to evaluate the impact of switching population pharmacokinetic models used for model-informed precision dosing (MIPD) of vancomycin on target attainment, acute kidney injury rates, dosing, and sampling burden in 90 295 patients across nineteen hospital systems. Methods: We assessed sites that changed their default vancomycin MIPD model on primary endpoints, including vancomycin area under the concentration-time curve (AUC) target attainment, time to target attainment, and vancomycin-associated AKI rates using an interrupted time series model. Secondary endpoints included vancomycin dosing (day 1 and total course) and sampling frequency. Hospital systems that did not change models served as controls. Results: In BMI < 40 kg/m² patients, the Goti-to-Thomson model transition significantly improved AUC target attainment on day 1 (+2.1%, Conclusions: This large quasi-experimental study shows that switching from one pair of well-validated and highly predictive models to another improves vancomycin target attainment while maintaining low adverse event rates.

Identifiers

PMID41710913
PMCPMC12910383

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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.