Evidence map›Paper›PMID 33811278›Full record

ArticlePharmaceutical research2021

Multiphysics Modeling and Simulation of Subcutaneous Injection and Absorption of Biotherapeutics: Model Development.

Fudan Zheng, Peng Hou, Clairissa D Corpstein, Lei Xing, Tonglei Li

Abstract read
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In one paragraph

Article in Pharmaceutical research, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed
1.6field-weighted citation impact, top 16% 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

10 citing papers in PubMed, 30 citations in OpenAlex.

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  6. MPETDrug delivery · 2023
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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

5 authors at 2 institutions in 2 countries.

Fudan Zheng *Department of Industrial and Physical Pharmacy, Purdue University, 525 Stadium Mall Dr., RHPH Building, West Lafayette, Indiana, 47907, USA.
Peng Hou *Department of Industrial and Physical Pharmacy, Purdue University, 525 Stadium Mall Dr., RHPH Building, West Lafayette, Indiana, 47907, USA.
Clairissa D CorpsteinDepartment of Industrial and Physical Pharmacy, Purdue University, 525 Stadium Mall Dr., RHPH Building, West Lafayette, Indiana, 47907, USA.
Lei XingDepartment of Engineering Science, University of Oxford, Oxford, OX1 3PJ, UK.
Tonglei LiDepartment of Industrial and Physical Pharmacy, Purdue University, 525 Stadium Mall Dr., RHPH Building, West Lafayette, Indiana, 47907, USA. tonglei@purdue.edu.
Purdue University West Lafayette · USUniversity of Oxford · GB

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposeMany monoclonal antibodies (mAbs) are administered via subcutaneous (SC) injection. Local transport and absorption kinetics and mechanisms, however, remain poorly understood. A multiphysics computational model was developed to simulate the injection and absorption processes of a protein solution in the SC tissue.

methodsQuantitative relationships among tissue properties and transport behaviors of an injected solution were described by respective physical laws. SC tissue was treated as a 3-dimensional homogenous, poroelastic medium, in which vasculatures and lymphatic vessels were implicitly treated. Tissue deformation was considered, and interstitial fluid flow was modeled by Darcy's law. Transport of the drug mass was described based on diffusion and advection, which was integrated with tissue mechanics and interstitial fluid dynamics.

resultsInjection and absorption of albumin and IgG solutions were simulated. Upon injection, a sharp rise in tissue pressure, porosity, and fluid velocity could be observed at the injection tip. Largest tissue deformation appeared at the model surface. Transport of drug mass out of the injection zone was minimal. Absorption by local lymphatics was found to last several weeks.

conclusionsA bottom-up method was developed to simulate drug transport and absorption of protein solutions in skin tissue base on physical principles. The results appear to match experimental observations.

Indexed as

Models, BiologicalAbsorption, PhysiologicalAntibodies, MonoclonalBiological AvailabilityComputer SimulationHumansInjections, SubcutaneousSubcutaneous TissueAntibodies, Monoclonalcomputational fluid dynamicspharmacokineticsprotein absorptionsubcutaneous biomechanicssubcutaneous injection

Identifiers

PMID33811278
OpenAlexW3144542922

What OpenQuestion holds

Textmetadata
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.