Evidence map›Paper›PMID 37682633›Full record

ArticleMolecular pharmaceutics2023

Predicting the Strength of Cohesive and Adhesive Interparticle Interactions for Dry Powder Inhalation Blends of Terbutaline Sulfate with α-Lactose Monohydrate.

Cai Y Ma, Thai T H Nguyen, Parmesh Gajjar, Ioanna D Styliari, Robert B Hammond, Philip J Withers, Darragh Murnane, Kevin J Roberts

Open access · hybridAbstract read
In one paragraph

Article in Molecular pharmaceutics, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
1.0field-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

2 citing papers in PubMed, 4 citations in OpenAlex.

  1. Article
  2. Molecular, Crystal, and Surface Chemistry ofCrystal growth & design · 2025
    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

8 authors at 3 institutions in 1 country.

Cai Y MaCentre for the Digital Design of Drug Products, School of Chemical and Process Engineering, University of Leeds, Leeds, LS2 9JT, U.K.ORCID 0000-0002-4576-7411
Thai T H NguyenCentre for the Digital Design of Drug Products, School of Chemical and Process Engineering, University of Leeds, Leeds, LS2 9JT, U.K.ORCID 0000-0002-6752-1455
Parmesh GajjarSchool of Materials, Henry Royce Institute, University of Manchester, Oxford Road, Manchester, M13 9PL, U.K.ORCID 0000-0001-7109-708X
Ioanna D StyliariSchool of Life and Medical Sciences, University of Hertfordshire, College Lane, Hatfield, AL10 9AB, U.K.ORCID 0000-0002-7476-2994
Robert B HammondCentre for the Digital Design of Drug Products, School of Chemical and Process Engineering, University of Leeds, Leeds, LS2 9JT, U.K.
Philip J WithersSchool of Materials, Henry Royce Institute, University of Manchester, Oxford Road, Manchester, M13 9PL, U.K.
Darragh MurnaneSchool of Life and Medical Sciences, University of Hertfordshire, College Lane, Hatfield, AL10 9AB, U.K.
Kevin J RobertsCentre for the Digital Design of Drug Products, School of Chemical and Process Engineering, University of Leeds, Leeds, LS2 9JT, U.K.ORCID 0000-0002-1070-7435
University of Leeds · GBHenry Royce Institute · GBUniversity of Hertfordshire · GB

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Grid-based systematic search methods are used to investigate molecule-molecule, molecule-surface, and surface-surface contributions to interparticle interactions in order to identify the crystal faces that most strongly affect particle behavior during powder blend formulation and delivery processes. The model system comprises terbutaline sulfate (TBS) as an active pharmaceutical ingredient (API) and α-form lactose monohydrate (LMH). A combination of systematic molecular modeling and X-ray computed tomography (XCT) is used to determine not only the adhesive and cohesive interparticle energies but, also the agglomeration behavior during manufacturing and de-agglomeration behavior during delivery after inhalation. This is achieved through a detailed examination of the balance between the adhesive and cohesive energies with the XCT results confirming the blend segregation tendencies, through the particle-particle de-agglomeration process. The results reveal that the cohesive interaction energies of TBS-TBS are higher than the adhesive energies between TBS and LMH, but that the cohesive energies of LMH-LMH are the smallest between molecule and molecule, molecule and surface, and surface and surface. This shows how systematic grid-search molecular modeling along with XCT can guide the digital formulation design of inhalation powders in order to achieve optimum aerosolization and efficacy for inhaled medicines. This will lead to faster pharmaceutical design with less variability, higher quality, and enhanced performance.

Indexed as

LactoseTerbutalineAdministration, InhalationChemistry, PharmaceuticalDry Powder InhalersExcipientsModels, MolecularParticle SizePowdersExcipientsLactosePowdersTerbutalineinterparticle interactionsmolecular modelingpowder inhalation formulationsterbutaline sulfateX-ray computed tomographyα-lactose monohydrate

Identifiers

PMID37682633
PMCPMC10548469
OpenAlexW4386537380

What OpenQuestion holds

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LicenceCC BY
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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.