Evidence map›Paper›PMID 41460103›Full record

ArticleAntimicrobial agents and chemotherapy2026

Pharmacokinetic-pharmacodynamic target attainment with continuous infusion piperacillin in patients admitted to the ICU with hospital-acquired pneumonia.

Marta Zurawska, Adrian Valadez, Emma Harlan, Ryan Williamson, Marc H Scheetz, Michael N Neely, Paul R Yarnold, Mengjia Kang, Helen K Donnelly, Franciso Martinez and 9 more

Abstract read
In one paragraph

Article in Antimicrobial agents and chemotherapy, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Article
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

19 authors.

Marta ZurawskaDepartment of Pharmacy Practice, Midwestern University, College of Pharmacy, Downers Grove, Illinois, USA.ORCID 0000-0001-5990-5451
Adrian ValadezDepartment of Pharmacy Practice, Midwestern University, College of Pharmacy, Downers Grove, Illinois, USA.ORCID 0009-0003-4192-5229
Emma HarlanDepartment of Pharmacy Practice, Midwestern University, College of Pharmacy, Downers Grove, Illinois, USA.ORCID 0009-0005-4383-3074
Ryan WilliamsonDepartment of Pharmacy Practice, Midwestern University, College of Pharmacy, Downers Grove, Illinois, USA.
Marc H ScheetzDepartment of Pharmacy Practice, Midwestern University, College of Pharmacy, Downers Grove, Illinois, USA.ORCID 0000-0002-1091-6130
Michael N NeelyKeck School of Medicine, University of Southern California, Los Angeles, California, USA.ORCID 0000-0002-1675-8276
Paul R YarnoldOptimal Data Analysis, LLC, Chicago, Illinois, USA.ORCID 0000-0002-1648-739X
Mengjia KangDivision of Pulmonary and Critical Care Medicine, Department of Medicine, Northwestern University, Feinberg School of Medicine, Chicago, Illinois, USA.ORCID 0000-0002-1679-9473
Helen K DonnellyDivision of Pulmonary and Critical Care Medicine, Department of Medicine, Northwestern University, Feinberg School of Medicine, Chicago, Illinois, USA.ORCID 0000-0001-8827-8581
Franciso MartinezDivision of Pulmonary and Critical Care Medicine, Department of Medicine, Northwestern University, Feinberg School of Medicine, Chicago, Illinois, USA.ORCID 0009-0004-9421-4436
Erin KorthDivision of Pulmonary and Critical Care Medicine, Department of Medicine, Northwestern University, Feinberg School of Medicine, Chicago, Illinois, USA.ORCID 0000-0003-3853-3219
Rachel L MedernachDivision of Infectious Diseases, Department of Internal Medicine, Rush University Medical Center, Chicago, Illinois, USA.ORCID 0000-0001-8015-3581
Sophia H NozickDepartment of Microbiology-Immunology, Northwestern University, Feinberg School of Medicine, Chicago, Illinois, USA.ORCID 0000-0002-0791-6340
Alan R HauserDepartment of Microbiology-Immunology, Northwestern University, Feinberg School of Medicine, Chicago, Illinois, USA.ORCID 0000-0003-4596-7939
Egon A OzerDivision of Infectious Diseases, Department of Medicine, Northwestern University, Feinberg School of Medicine, Chicago, Illinois, USA.ORCID 0000-0002-7131-3691
Estefani DiazRobert H. Lurie Comprehensive Cancer Research Center, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA.ORCID 0000-0003-4146-0276
Alexander V MisharinDivision of Pulmonary and Critical Care Medicine, Department of Medicine, Northwestern University, Feinberg School of Medicine, Chicago, Illinois, USA.ORCID 0000-0003-2879-3789
Richard G WunderinkDivision of Pulmonary and Critical Care Medicine, Department of Medicine, Northwestern University, Feinberg School of Medicine, Chicago, Illinois, USA.ORCID 0000-0002-8527-4195
Nathaniel J RhodesDepartment of Pharmacy Practice, Midwestern University, College of Pharmacy, Downers Grove, Illinois, USA.ORCID 0000-0002-0018-5434

Funding

Tissue resident macrophages regulate proteostasis in the aging lungP01AG049665 · NIA · NORTHWESTERN UNIVERSITY AT CHICAGO · PI GR Scott Budinger · 2015 to 2026
$26.9M
Technology CoreU19AI135964 · NIAID · NORTHWESTERN UNIVERSITY AT CHICAGO · PI Benjamin David Singer · 2018 to 2026
$24.7M
The Cell Phenotyping and Mouse CoreP01HL154998 · NHLBI · NORTHWESTERN UNIVERSITY AT CHICAGO · PI KAREN M RIDGE · 2021 to 2026
$18.9M
CRITICAL: Collaborative Resource for Intensive care Translational science, Informatics, Comprehensive Analytics, and LearningU01TR003528 · NCATS · NORTHWESTERN UNIVERSITY AT CHICAGO · PI CIMINO, JAMES J, LUO, YUAN · 2021 to 2024
$4.9M
Mechanisms of regulatory T cell-mediated recovery from severe viral pneumoniaR01HL149883 · NHLBI · NORTHWESTERN UNIVERSITY AT CHICAGO · PI Benjamin David Singer · 2020 to 2026
$4.1M
Systems-based pharmacologic modelling to elucidate beta-lactam clinical pharmacodynamics and define optimal dosing regimens in severe pneumoniaR01AI158530 · NIAID · MIDWESTERN UNIVERSITY · PI Nathaniel James Rhodes · 2022 to 2026
$3.4M
Lung transplant injury drives chronic lung allograft dysfunction via recruitment ofmonocyte-derived alveolar macrophagesR01HL153312 · NHLBI · NORTHWESTERN UNIVERSITY AT CHICAGO · PI MISHARIN, ALEXANDER · 2020 to 2023
$2.9M
Targeting abnormal alveolar immune activation and failed epithelial repair in COVID-19R01HL158139 · NHLBI · NORTHWESTERN UNIVERSITY AT CHICAGO · PI BUDINGER, GR SCOTT, MISHARIN, ALEXANDER · 2022 to 2025
$2.9M
Translational Research Training in Infectious DiseasesT32AI095207 · NIAID · NORTHWESTERN UNIVERSITY AT CHICAGO · PI Claudia A Hawkins, Jennie H Kwon · 2012 to 2026
$2.2M
Modeling the Incompleteness and Biases of Health DataR01LM013337 · NLM · NORTHWESTERN UNIVERSITY AT CHICAGO · PI LUO, YUAN · 2020 to 2023
$1.3M
Microglia mediate cognitive dysfunction in elderly survivors of pneumoniaR21AG075423 · NIA · NORTHWESTERN UNIVERSITY AT CHICAGO · PI BUDINGER, GR SCOTT, MISHARIN, ALEXANDER · 2022 to 2022
$440k
Development and Evaluation of CRRT-Specific Precision Dosing Models to Optimize Beta-Lactam Treatment for Patients with Hospital-Acquired PneumoniaR21AI174159 · NIAID · MIDWESTERN UNIVERSITY · PI RHODES, NATHANIEL JAMES · 2023 to 2024
$417k
Midwestern University Office of Research and Sponsored programs Post-doctoral FellowshipNCATS NIH HHS U01 TR003528NHLBI NIH HHS P01 HL154998NHLBI NIH HHS R01 HL149883NHLBI NIH HHS R01 HL153312NHLBI NIH HHS R01 HL158139NIAID NIH HHS L30 AI178765NIAID NIH HHS R01 AI158530NIAID NIH HHS R21 AI174159NIAID NIH HHS T32 AI095207NIAID NIH HHS U19 AI135964NIA NIH HHS P01 AG049665NIA NIH HHS R21 AG075423NIH HHS P01AG049665NIH HHS P01HL154998NIH HHS R01AI158530NIH HHS R01HL149883NIH HHS R01HL153312NIH HHS R01HL158139NIH HHS R01LM013337NIH HHS R21AG075423NIH HHS R21AI174159NIH HHS T32AI095207NIH HHS U01TR003528NIH HHS U19AI135964NLM NIH HHS R01 LM013337
6 · The paper itself

Abstract

Optimizing β-lactam antibiotic exposure in critically ill patients with hospital-acquired pneumonia (HAP) remains a challenge due to significant pharmacokinetic variability, particularly in the setting of renal dysfunction and replacement therapies. Continuous infusion (CI) of piperacillin/tazobactam aims to improve pharmacodynamic target attainment, though both subtherapeutic and potentially toxic concentrations have been reported in practice. We developed a population pharmacokinetic model of piperacillin using 162 plasma samples from 35 intensive care unit (ICU) patients with HAP, including those receiving continuous renal replacement therapy (CRRT). Piperacillin concentrations were quantified using a validated LC-MS method. A one-compartment model parameterized with renal and non-renal clearance was implemented in Monolix, incorporating creatinine clearance (CrCL), CRRT effluent flow rate, and intermittent hemodialysis as key covariates. Monte Carlo simulations in Simulx evaluated steady-state drug exposures following renal dose-adjusted CI regimens. Simulation showed that renally adjusted lower doses administered via CI (3-9 g/day) achieved target concentrations in 74-82% of patients with CrCL ≤75 mL/min. Higher doses (6-12 g/day) resulted in >20% of patients exceeding 96 mg/L across all renal strata. Among CRRT patients, lower doses provided a 100% probability of maintaining targeted piperacillin concentrations. In patients with supra-normal renal function (i.e., CrCL = 150 mL/min), low-dose CI regimens yielded a 6.1% probability of underexposure, compared to 2.7% with high-dose. CI PIP dosing based on CrCL results in variable exposures among ICU patients. Individualized dosing of PIP may be required to optimize efficacy and minimize toxicity in ICU patients treated with CI dosing.

Indexed as

Anti-Bacterial AgentsCross InfectionHealthcare-Associated PneumoniaPiperacillinAgedContinuous Renal Replacement TherapyCritical IllnessFemaleHumansInfusions, IntravenousIntensive Care UnitsMaleMiddle AgedMonte Carlo MethodPiperacillin, Tazobactam Drug CombinationAnti-Bacterial AgentsPiperacillinPiperacillin, Tazobactam Drug Combinationpiperacillinpopulation pharmacokineticsrenal dysfunctiontarget attainment

Identifiers

PMID41460103
PMCPMC12888853

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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.