ArticleScientific reports2026
Separation of large droplets from an oil-in-water emulsion using a deterministic lateral displacement (DLD) microfluidic chip.
Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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.
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.
Who cites it
1 citing paper in PubMed.
- Preparation and Biomedical Applications of Spherical Cellulose Hydrogels: A Mini-Review.Gels (Basel, Switzerland) · 2026Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
Abstract
Long-term stability of oil-in-water (O/W) emulsions is often compromised by the presence of larger droplets, which act as seeds for coalescence and phase separation. Conventional separation methods like filtration and centrifugation face challenges such as high energy consumption and filter clogging. In this study, we present a deterministic lateral displacement (DLD) microfluidic chip for the continuous and passive separation of larger oil droplets to enhance emulsion homogeneity and stability. A PDMS-based DLD chip, featuring a micropillar array with a pillar diameter of 20 μm and a gap of 5 μm, was designed to achieve a theoretical critical separation diameter (Dc) of approximately 1.7 μm. The separation mechanism was validated using a numerical estimation and experiments with fluorescent polystyrene beads. We successfully demonstrated that the DLD chip effectively removes larger droplets from ultrasonically prepared nanoemulsions, reducing the median particle diameter (D50) from 1.103 μm to 0.768 μm without using any surfactants. The results confirm that the DLD-based post-processing is a promising method for improving the quality of O/W emulsions, although challenges related to the fabrication of high-aspect-ratio structures and the pressure tolerance of PDMS need to be overcome for high-throughput applications.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.