Evidence map›Paper›PMID 37836805›Full record

ArticleMolecules (Basel, Switzerland)2023

Revisiting Supersaturation of a Biopharmaceutical Classification System IIB Drug: Evaluation via a Multi-Cup Dissolution Approach and Molecular Dynamic Simulation.

Yanxiong Gan, Yaxin Xu, Xue Zhang, Huiling Hu, Wenke Xiao, Zheng Yu, Tao Sun, Jinming Zhang, Chuanbiao Wen, Shichao Zheng

Open access · goldAbstract read
In one paragraph

Article in Molecules (Basel, Switzerland), 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed
4.8field-weighted citation impact, top 4% 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

12 citing papers in PubMed, 43 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

10 authors at 2 institutions in 1 country.

Yanxiong GanSchool of Intelligent Medicine, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, China.ORCID 0009-0005-7803-837X
Yaxin XuSchool of Intelligent Medicine, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, China.
Xue ZhangSchool of Pharmacy, China Pharmaceutical University, Nanjing 210009, China.
Huiling HuState Key Laboratory of Southwestern Chinese Medicine Resources, School of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, China.
Wenke XiaoSchool of Intelligent Medicine, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, China.
Zheng YuSchool of Intelligent Medicine, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, China.
Tao SunSchool of Intelligent Medicine, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, China.ORCID 0000-0003-2773-9174
Jinming ZhangState Key Laboratory of Southwestern Chinese Medicine Resources, School of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, China.
Chuanbiao WenSchool of Intelligent Medicine, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, China.
Shichao ZhengSchool of Intelligent Medicine, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, China.
Chengdu University of Traditional Chinese Medicine · CNChina Pharmaceutical University · CN

Funding

China Postdoctoral Science Foundation 2021M690491National Natural Science Foundation of China 82174236Sichuan Science and Technology Program 2023NSFSC1781
6 · The paper itself

Abstract

As a subclass of the biopharmaceutical classification system (BCS) class II, basic drugs (BCS IIB) exhibit pH-dependent solubility and tend to generate supersaturation in the gastrointestinal tract, leading to less qualified in vitro-in vivo correlation (IVIVC). This study aims to develop a physiologically based multi-cup dissolution approach to improve the evaluation of the supersaturation for a higher quality of IVIVC and preliminarily explores the molecular mechanism of supersaturation and precipitation of ketoconazole affected by Polyvinylpyrrolidone-vinyl acetate copolymer (PVPVA) and hydroxypropyl methyl-cellulose (HPMC). The concentration of ketoconazole in each cup of the dynamic gastrointestinal model (DGIM) was measured using fiber optical probes. Molecular interactions between ketoconazole and PVPVA or HPMC were simulated by Materials Studio. The results demonstrated that PVPVA and HPMC improved and maintained the supersaturation of ketoconazole. PVPVA exhibited superior precipitation inhibitory effect on ketoconazole molecule aggregation due to slightly stronger van der Waals forces as well as unique electrostatic forces, thereby further enhancing in vitro drug absorption, which correlated well with in vivo drug absorption. Compared with a conventional dissolution apparatus paddle method, the DGIM improved the mean prediction error through the IVIVC from 19.30% to 9.96%, reaching the qualification criteria. In conclusion, the physiologically based multi-cup dissolution approach enables improved evaluation of supersaturation in gastrointestinal transportation of BCS IIB drug ketoconazole, enabling screening screen precipitation inhibitors and achieving qualified IVIVC for drug formulation studies.

Indexed as

Biological ProductsKetoconazoleAdministration, OralIntestinal AbsorptionMolecular Dynamics SimulationSolubilityBiological ProductsKetoconazoledissolution modelin vitro–in vivo correlationmolecular dynamicsprecipitation inhibitorsupersaturation

Identifiers

PMID37836805
PMCPMC10574532
OpenAlexW4387458516

What Socratic 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 Socratic graph.