Evidence map›Paper›PMID 34959449›Full record

ArticlePharmaceutics2021

A NIR-Based Study of Desorption Kinetics during Continuous Spin Freeze-Drying.

Laurens Leys, Gust Nuytten, Joris Lammens, Pieter-Jan Van Bockstal, Jos Corver, Chris Vervaet, Thomas De Beer

Open access · goldAbstract read
In one paragraph

Article in Pharmaceutics, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
0.6field-weighted citation impact, top 34% 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

4 citing papers in PubMed, 9 citations in OpenAlex.

  1. The Principles of Freeze-Drying and Application of Analytical Technologies.Methods in molecular biology (Clifton, N.J.) · 2026
    Review
  2. Emerging Manufacturing Technologies in Freeze-Drying of Pharmaceuticals.Methods in molecular biology (Clifton, N.J.) · 2026
    Article
  3. Article
  4. Continuous freeze-drying of messenger RNA lipid nanoparticles enables storage at higher temperatures.Journal of controlled release : official journal of the Controlled Release Society · 2023
    Article
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

7 authors at 2 institutions in 1 country.

Laurens LeysLaboratory of Pharmaceutical Process Analytical Technology, Department of Pharmaceutical Analysis, Ghent University, 9000 Ghent, Belgium.ORCID 0000-0001-7259-0546
Gust NuyttenLaboratory of Pharmaceutical Process Analytical Technology, Department of Pharmaceutical Analysis, Ghent University, 9000 Ghent, Belgium.ORCID 0000-0002-3659-9524
Joris LammensLaboratory of Pharmaceutical Technology, Department of Pharmaceutics, Ghent University, 9000 Ghent, Belgium.
Pieter-Jan Van BockstalRheaVita, Technologiepark-Zwijnaarde 3, Postbus 17, Zwijnaarde, 9052 Ghent, Belgium.ORCID 0000-0002-0363-3618
Jos CorverRheaVita, Technologiepark-Zwijnaarde 3, Postbus 17, Zwijnaarde, 9052 Ghent, Belgium.
Chris VervaetLaboratory of Pharmaceutical Technology, Department of Pharmaceutics, Ghent University, 9000 Ghent, Belgium.ORCID 0000-0002-1291-6054
Thomas De BeerLaboratory of Pharmaceutical Process Analytical Technology, Department of Pharmaceutical Analysis, Ghent University, 9000 Ghent, Belgium.
Ghent University · BEAblynx (Belgium) · BE

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The pharmaceutical industry is progressing toward the development of more continuous manufacturing techniques. At the same time, the industry is striving toward more process understanding and improved process control, which requires the implementation of process analytical technology tools (PAT). For the purpose of drying biopharmaceuticals, a continuous spin freeze-drying technology for unit doses was developed, which is based on creating thin layers of product by spinning the solution during the freezing step. Drying is performed under vacuum using infrared heaters to provide energy for the sublimation process. This approach reduces drying times by more than 90% compared to conventional batch freeze-drying. In this work, a new methodology is presented using near-infrared (NIR) spectroscopy to study the desorption kinetics during the secondary drying step of the continuous spin freeze-drying process. An inline PLS-based NIR calibration model to predict the residual moisture content of a standard formulation (i.e., 10% sucrose) was constructed and validated. This model was then used to evaluate the effect of different process parameters on the desorption rate. Product temperature, which was controlled by a PID feedback mechanism of the IR heaters, had the highest positive impact on the drying rate during secondary drying. Using a higher cooling rate during spin freezing was found to significantly increase the desorption rate as well. A higher filling volume had a smaller negative effect on the drying rate while the chamber pressure during drying was found to have no significant effect in the range between 10 and 30 Pa.

Indexed as

continuous freeze-dryingcontinuous manufacturingdesorptionfreeze-dryingnear-infraredsecondary drying

Identifiers

PMID34959449
PMCPMC8708275
OpenAlexW4200492922

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.