Evidence map›Paper›PMID 41634507›Full record

ArticleDrug delivery and translational research2026

Beyond the dose: a clearance-enabled in vitro platform for evaluating local therapies.

Mandeep K Marway, Sahib K Marway, Michael B Celejewski, Anthony D D'Angelo, Boyang Zhang, Ryan G Wylie

Abstract read
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In one paragraph

Article in Drug delivery and translational research, 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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0citing papers in PubMed
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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

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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

6 authors.

Mandeep K MarwaySchool of Biomedical Engineering, McMaster University, 1280 Main St. W., Hamilton, ON, L8S 4L8, Canada.
Sahib K MarwayDepartment of Chemistry and Chemical Biology, McMaster University, 1280 Main St. W., Hamilton, ON, L8S 4L8, Canada.
Michael B CelejewskiDepartment of Chemistry and Chemical Biology, McMaster University, 1280 Main St. W., Hamilton, ON, L8S 4L8, Canada.
Anthony D D'AngeloDepartment of Chemistry and Chemical Biology, McMaster University, 1280 Main St. W., Hamilton, ON, L8S 4L8, Canada.
Boyang ZhangSchool of Biomedical Engineering, McMaster University, 1280 Main St. W., Hamilton, ON, L8S 4L8, Canada. zhangb97@mcmaster.ca.
Ryan G WylieSchool of Biomedical Engineering, McMaster University, 1280 Main St. W., Hamilton, ON, L8S 4L8, Canada. wylier@mcmaster.ca.ORCID http://orcid.org/0000-0001-8415-9948

Funding

Canada Foundation for Innovation: John R. Evans Leaders Fund 34107Canadian Institutes of Health Research (CIHR) Grant 438050National Sciences and Engineering Research Council of Canada (NSERC) Discovery Grant RGPIN-05500-2018New Frontiers in Research Fund NFRFE2018-00943Ontario Research Fund - Research Infrastructure 34107Ontario Research Fund - Research Infrastructure ORI-RI
6 · The paper itself

Abstract

Inclusion of physiologically relevant clearance mechanisms into organ-on-a-chip models is essential to reproduce tissue exposure and predict therapeutic efficacy, especially for local therapies and drug delivery applications that are already common in the clinic for ocular and cancer treatments. There remains a need for clearance-enabled organ-on-a-chips amenable to high throughput screening, especially with the emerging trend to expedite formulation and drug delivery vehicle (DDV) design with machine learning. To address this gap, we developed a microfluidic platform that incorporates continuous, pressure-driven clearance through interconnected microchannels and three-dimensional (3D) systems, enabling translational evaluation of local therapies and DDVs, such as injectable hydrogels, that aim to reduce systemic toxicity and enhance efficacy by prolonging drug residence at disease sites. In this study, fluorescent 4 and 65 kDa dextrans were used to confirm that pressure gradients across the platform promote efficient clearance versus passive diffusion. The pressure gradients were then applied to breast cancer spheroids co-cultured with macrophages in a fibrin hydrogel to evaluate the therapeutic efficacy of an interferon gamma (IFN-γ)-releasing agarose hydrogel in combination with anti-human epidermal growth factor receptor 2 (anti-HER2). Fluorescent imaging of spheroid area revealed increased cancer cell viability, lower drug efficacy, when continuous clearance was present, highlighting the impact of drug clearance. This study establishes the clearance-enabled microfluidic platform as a translationally relevant in vitro model for evaluating local therapies under continuous clearance, thereby bridging the gap between traditional static platforms and in vivo models for evaluating local pharmacokinetics and pharmacodynamics.

Indexed as

Antineoplastic AgentsDrug Delivery SystemsLab-On-A-Chip DevicesBreast NeoplasmsCell Line, TumorCoculture TechniquesErb-b2 Receptor Tyrosine KinasesFemaleHumansHydrogelsMacrophagesMicrophysiological SystemsSpheroids, CellularAntineoplastic AgentsErb-b2 Receptor Tyrosine KinasesHydrogelsInterstitial clearanceLocal drug deliveryOrgan-on-a-chipPressure gradientTherapeutic efficacyThree-dimensional (3D) macrophage-cancer co-culture

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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.