Evidence map›Paper›PMID 35617197›Full record

ArticlePLoS biology2022

A microfluidic system that replicates pharmacokinetic (PK) profiles in vitro improves prediction of in vivo efficacy in preclinical models.

Dharaminder Singh, Sudhir P Deosarkar, Elaine Cadogan, Vikki Flemington, Alysha Bray, Jingwen Zhang, Ronald S Reiserer, David K Schaffer, Gregory B Gerken, Clayton M Britt and 12 more

Open access · goldAbstract read
In one paragraph

Article in PLoS biology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing papers in PubMed
1.4field-weighted citation impact, top 21% of its field
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, 18 citations in OpenAlex.

  1. Review
  2. Article
  3. Article
  4. Review
  5. Mechano-Organ-on-Chip for Cancer Research.International journal of molecular sciences · 2026
    Review
  6. Article
  7. Article
  8. Article
  9. Article
  10. A cell culture system to model pharmacokinetics using adjustable-volume perfused mixing chambers.Toxicology in vitro : an international journal published in association with BIBRA · 2023
    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

22 authors at 4 institutions in 2 countries.

Dharaminder SinghCN Bio Innovations Limited, Cambridge, United Kingdom.ORCID 0000-0003-4630-6403
Sudhir P DeosarkarOncology Safety, Clinical Pharmacology & Safety Sciences, BioPharmaceuticals R&D, AstraZeneca, Boston, Massachusetts, United States of America.
Elaine CadoganBioscience, Oncology R&D, AstraZeneca, Cambridge, United Kingdom.ORCID 0000-0002-9757-8305
Vikki FlemingtonBioscience, Oncology R&D, AstraZeneca, Cambridge, United Kingdom.
Alysha BrayCN Bio Innovations Limited, Cambridge, United Kingdom.
Jingwen ZhangBioscience, Oncology R&D, AstraZeneca, Boston, Massachusetts, United States of America.
Ronald S ReisererDepartment of Physics and Astronomy and the Vanderbilt Institute for Integrative Biosystems Research and Education, Nashville, Tennessee, United States of America.
David K SchafferDepartment of Physics and Astronomy and the Vanderbilt Institute for Integrative Biosystems Research and Education, Nashville, Tennessee, United States of America.ORCID 0000-0001-5619-7701
Gregory B GerkenDepartment of Physics and Astronomy and the Vanderbilt Institute for Integrative Biosystems Research and Education, Nashville, Tennessee, United States of America.
Clayton M BrittDepartment of Physics and Astronomy and the Vanderbilt Institute for Integrative Biosystems Research and Education, Nashville, Tennessee, United States of America.
Erik M WernerDepartment of Physics and Astronomy and the Vanderbilt Institute for Integrative Biosystems Research and Education, Nashville, Tennessee, United States of America.
Francis D GibbonsDMPK, Oncology R&D, AstraZeneca, Boston, Massachusetts, United States of America.ORCID 0000-0003-1606-1740
Tomasz KostrzewskiCN Bio Innovations Limited, Cambridge, United Kingdom.ORCID 0000-0001-6309-628X
Christopher E ChambersBioscience, Oncology R&D, AstraZeneca, Cambridge, United Kingdom.
Emma J DaviesBioscience, Oncology R&D, AstraZeneca, Cambridge, United Kingdom.
Antonio Ramos MontoyaBioscience, Oncology R&D, AstraZeneca, Cambridge, United Kingdom.
Jacqueline H L FokBioscience, Oncology R&D, AstraZeneca, Cambridge, United Kingdom.ORCID 0000-0002-6563-3023
David HughesCN Bio Innovations Limited, Cambridge, United Kingdom.
Kristin FabreMPS Center of Excellence, Clinical Pharmacology & Safety Sciences, BioPharmaceuticals R&D, AstraZeneca, Boston, Massachusetts, United States of America.
Matthew P WagonerOncology Safety, Clinical Pharmacology & Safety Sciences, BioPharmaceuticals R&D, AstraZeneca, Boston, Massachusetts, United States of America.
John P WikswoDepartment of Physics and Astronomy and the Vanderbilt Institute for Integrative Biosystems Research and Education, Nashville, Tennessee, United States of America.ORCID 0000-0003-2790-1530
Clay W ScottOncology Safety, Clinical Pharmacology & Safety Sciences, BioPharmaceuticals R&D, AstraZeneca, Boston, Massachusetts, United States of America.ORCID 0000-0002-5599-5848
AstraZeneca (United Kingdom) · GBAstraZeneca (United States) · USVanderbilt University · USCN Bio Innovations (United Kingdom) · GB

Funding

Vanderbilt Institute for Clinical and Translational Research (VICTR) -Identifying correlates of functional immunity in SARS-CoV-2 convalescent plasmaUL1TR002243 · NCATS · VANDERBILT UNIVERSITY MEDICAL CENTER · PI Paul A. Harris, Wesley H Self · 2017 to 2026
$130.7M
Harnessing human brain and liver microphysiological systems for testing therapeutics for metastatic melanomaU01TR002383 · NCATS · VANDERBILT UNIVERSITY · PI MURPHY, WILLIAM L., TAYLOR, D. LANSING · 2018 to 2022
$7.6M
Drug development for tuberous sclerosis complex and other pediatric epileptogenic diseases using neurovascular and cardiac microphysiological modelsUH3TR002097 · NCATS · VANDERBILT UNIVERSITY · PI ESS, KEVIN C, NEELY, MAJA DIANA · 2019 to 2021
$4.6M
Neurovascular Unit on a Chip: Regional Chemical Communication, Drug and Toxin ResponsesUH3TR000491 · NCATS · VANDERBILT UNIVERSITY · PI GHOSH, CHAITALI, JANIGRO, DAMIR · 2014 to 2016
$3.8M
Physical Dynamics of Cancer Response to Chemotherapy in 3D MicroenvironmentsU01CA202229 · NCI · VANDERBILT UNIVERSITY · PI MARKOV, DMITRY, MCCAWLEY, LISA JOY · 2015 to 2019
$3.0M
NCATS NIH HHS U01 TR002383NCATS NIH HHS UH3 TR000491NCATS NIH HHS UH3 TR002097NCATS NIH HHS UL1 TR002243NCI NIH HHS U01 CA202229NIDA NIH HHS HHSN271201600009CNIDA NIH HHS HHSN271201600009INIDA NIH HHS HHSN271201700044C
6 · The paper itself

Abstract

Test compounds used on in vitro model systems are conventionally delivered to cell culture wells as fixed concentration bolus doses; however, this poorly replicates the pharmacokinetic (PK) concentration changes seen in vivo and reduces the predictive value of the data. Herein, proof-of-concept experiments were performed using a novel microfluidic device, the Microformulator, which allows in vivo like PK profiles to be applied to cells cultured in microtiter plates and facilitates the investigation of the impact of PK on biological responses. We demonstrate the utility of the device in its ability to reproduce in vivo PK profiles of different oncology compounds over multiweek experiments, both as monotherapy and drug combinations, comparing the effects on tumour cell efficacy in vitro with efficacy seen in in vivo xenograft models. In the first example, an ERK1/2 inhibitor was tested using fixed bolus dosing and Microformulator-replicated PK profiles, in 2 cell lines with different in vivo sensitivities. The Microformulator-replicated PK profiles were able to discriminate between cell line sensitivities, unlike the conventional fixed bolus dosing. In a second study, murine in vivo PK profiles of multiple Poly(ADP-Ribose) Polymerase 1/2 (PARP) and DNA-dependent protein kinase (DNA-PK) inhibitor combinations were replicated in a FaDu cell line resulting in a reduction in cell growth in vitro with similar rank ordering to the in vivo xenograft model. Additional PK/efficacy insight into theoretical changes to drug exposure profiles was gained by using the Microformulator to expose FaDu cells to the DNA-PK inhibitor for different target coverage levels and periods of time. We demonstrate that the Microformulator enables incorporating PK exposures into cellular assays to improve in vitro-in vivo translation understanding for early therapeutic insight.

Indexed as

Cell Culture TechniquesMicrofluidicsAnimalsDNAHumansMiceModels, BiologicalDNA

Identifiers

PMID35617197
PMCPMC9135222
OpenAlexW4281610527

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.