Evidence map›Paper›PMID 34651233›Full record

ArticleThe AAPS journal2021

A Systematic Approach for Liposome and Lipodisk Preclinical Formulation Development by Microfluidic Technology.

Elizabeth S Levy, Jesse Yu, Alberto Estevez, Jialin Mao, Liling Liu, Elizabeth Torres, Dennis Leung, Chun-Wan Yen

Open access · bronzeAbstract readComparative Study
In one paragraph

Article in The AAPS journal, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
1.3field-weighted citation impact, top 20% 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

6 citing papers in PubMed, 24 citations in OpenAlex.

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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

8 authors at 1 institution in 1 country.

Elizabeth S LevySmall Molecule Pharmaceutical Sciences, Genentech Inc., 1 DNA Way, South San Francisco, California, 94080, USA.
Jesse YuDrug Metabolism and Pharmacokinetics, Genentech Inc., 1 DNA Way, South San Francisco, California, 94080, USA.
Alberto EstevezStructural Biology, Genentech Inc., 1 DNA Way, South San Francisco, California, 94080, USA.
Jialin MaoDrug Metabolism and Pharmacokinetics, Genentech Inc., 1 DNA Way, South San Francisco, California, 94080, USA.
Liling LiuDrug Metabolism and Pharmacokinetics, Genentech Inc., 1 DNA Way, South San Francisco, California, 94080, USA.
Elizabeth TorresResearch and Early Development, Genentech Inc., 1 DNA Way, South San Francisco, California, 94080, USA.
Dennis LeungSmall Molecule Pharmaceutical Sciences, Genentech Inc., 1 DNA Way, South San Francisco, California, 94080, USA. Leung.Dennis@gene.com.
Chun-Wan YenSmall Molecule Pharmaceutical Sciences, Genentech Inc., 1 DNA Way, South San Francisco, California, 94080, USA. Yen.Chunwan@gene.com.ORCID http://orcid.org/0000-0002-8222-335X
Genesys (United States) · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Lipid nanoparticles have transformed the drug delivery field enhancing the therapeutic drug performance of small molecules and biologics with several approved drug products. However, in industry, these more complex drug delivery systems such as liposomes require more material and time to develop. Here, we report a liposome and lipodisk decision tree with model compounds of diverse physicochemical properties to understand how to resourcefully optimize encapsulation efficiency (EE) for these lipid-based drug delivery systems. We have identified trends with physicochemical properties such as Log P, where higher Log P compounds such as curcumin were able to efficiently load into the lipid bilayer resulting in high EE with altering the drug/lipid (D/L) ratio. Moderate Log P compounds such as cyclosporine A and dexamethasone had significantly higher encapsulation in lipodisks, which contain higher amounts of PEG lipid compared to liposomes. The EE of negative Log P compounds, like acyclovir, remained low regardless of altering the D/L ratio and PEG concentrations. In this study, microfluidic techniques were employed to fabricate liposomes and lipodisks formulations allowing for a reproducible strategy for formulation development. Both liposome and lipodisk of curcumin demonstrated enhanced in vivo performance compared with a conventional formulation in the rat pharmacokinetic study. This combination of approaches with multiple model compounds and lipid-based drug delivery systems provides a systematic guidance to effective strategies to generate higher EE with minimal drug waste and expedite the process for preclinical development when applied to industry compounds.

Indexed as

Drug Delivery SystemsLiposomesMicrofluidicsNanoparticlesAnimalsCurcuminDrug DevelopmentDrug Evaluation, PreclinicalFemaleMalePharmaceutical PreparationsRatsRats, Sprague-DawleyReproducibility of ResultsCurcuminLipid NanoparticlesLiposomesPharmaceutical Preparationsdrug deliveryformulation decision treelipodiskliposomemicrofluidic

Identifiers

PMID34651233
PMCPMC8516330
OpenAlexW3205183835

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.