Evidence map›Paper›PMID 38494636›Full record

ArticleLangmuir : the ACS journal of surfaces and colloids2024

Monitoring Aqueous Sucrose Solutions Using Droplet Microfluidics: Ice Nucleation, Growth, Glass Transition, and Melting.

Leif-Thore Deck, Nadia Shardt, Imad El-Bakouri, Florin N Isenrich, Claudia Marcolli, Andrew J deMello, Marco Mazzotti

Abstract read
In one paragraph

Article in Langmuir : the ACS journal of surfaces and colloids, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
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

3 citing papers in PubMed.

  1. Microfluidic Platforms for Cryopreservation.Methods in molecular biology (Clifton, N.J.) · 2026
    Article
  2. Article
  3. 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

7 authors.

Leif-Thore DeckInstitute of Energy and Process Engineering, ETH Zurich, Zurich 8092, Switzerland.ORCID 0000-0002-0955-6801
Nadia ShardtInstitute for Atmospheric and Climate Science, ETH Zurich, Zurich 8092, Switzerland.ORCID 0000-0002-4363-6629
Imad El-BakouriInstitute of Energy and Process Engineering, ETH Zurich, Zurich 8092, Switzerland.
Florin N IsenrichInstitute for Chemical and Bioengineering, ETH Zurich, Zurich 8092, Switzerland.
Claudia MarcolliInstitute for Atmospheric and Climate Science, ETH Zurich, Zurich 8092, Switzerland.
Andrew J deMelloInstitute for Chemical and Bioengineering, ETH Zurich, Zurich 8092, Switzerland.
Marco MazzottiInstitute of Energy and Process Engineering, ETH Zurich, Zurich 8092, Switzerland.ORCID 0000-0002-4948-6705

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Freezing and freeze-drying processes are commonly used to extend the shelf life of drug products and to ensure their safety and efficacy upon use. When designing a freezing process, it is beneficial to characterize multiple physicochemical properties of the formulation, such as nucleation rate, crystal growth rate, temperature and concentration of the maximally freeze-concentrated solution, and melting point. Differential scanning calorimetry has predominantly been used in this context but does have practical limitations and is unable to quantify the kinetics of crystal growth and nucleation. In this work, we introduce a microfluidic technique capable of quantifying the properties of interest and use it to investigate aqueous sucrose solutions of varying concentration. Three freeze-thaw cycles were performed on droplets with 75-μm diameters at cooling and warming rates of 1 °C/min. During each cycle, the visual appearance of the droplets was optically monitored as they experienced nucleation, crystal growth, formation of the maximally freeze-concentrated solution, and melting. Nucleation and crystal growth manifested as increases in droplet brightness during the cooling phase. Heating was associated with a further increase as the temperature associated with the maximally freeze-concentrated solution was approached. Heating beyond the melting point corresponded to a decrease in brightness. Comparison with the literature confirmed the accuracy of the new technique while offering new visual data on the maximally freeze-concentrated solution. Thus, the microfluidic technique presented here may serve as a complement to differential scanning calorimetry in the context of freezing and freeze-drying. In the future, it could be applied to a plethora of mixtures that undergo such processing, whether in pharmaceutics, food production, or beyond.

Identifiers

PMID38494636
PMCPMC10976881

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Registered trials

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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.