Evidence map›Paper›PMID 40283279›Full record

ArticleMicromachines2025

Multistage Cyclic Dielectrophoresis for High-Resolution Sorting of Submicron Particles.

Wenshen Luo, Chaowen Zheng, Cuimin Sun, Zekun Li, Hui You

Abstract read
In one paragraph

Article in Micromachines, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

5 authors.

Wenshen LuoCollege of Mechanics, Guangxi University, 100 East University Road, Nanning 530004, China.
Chaowen ZhengSchool of Mechanical and Electrical Engineering, Beihai Vocational College, 48 Tibet Road, Beihai 536009, China.
Cuimin SunCollege of Computer and Electronic Information, Guangxi University, 100 East University Road, Nanning 530004, China.ORCID 0000-0003-4174-1094
Zekun LiCollege of Mechanics, Guangxi University, 100 East University Road, Nanning 530004, China.
Hui YouCollege of Mechanics, Guangxi University, 100 East University Road, Nanning 530004, China.ORCID 0000-0002-6821-6188

Funding

Guangxi Key R&D Program Project Grant No. AB24010048Guangxi Science and Technology Major Special Project Grant No. AA22117005 and AA22117007Guangxi University Innovation and Development Multiplier Program Project Grant Nos. 202201343 and 202201369This research is supported by the National Natural Science Foundation of China Grant No. 62304057
6 · The paper itself

Abstract

The precise preparation and application of nanomicrospheres is currently an emerging research hotspot in the cutting-edge cross-disciplines. As an important functional material, nanosized microspheres show a broad application prospect in biomedicine, chemical engineering, materials science, and other fields. However, microspheres with good monodispersity are still facing technical bottlenecks, such as complicated preparation process and high cost. In this study, a multistage cyclic dielectrophoresis (MC-DEP) technique is innovatively proposed to successfully realize the high-resolution sorting of submicron microspheres. A dielectrophoresis chip adopts a unique electrode design, in which the electrodes are arranged at the top and bottom of the microchannel at the same time. This symmetric electrode structure effectively eliminates the difference in the distribution of dielectrophoretic force in the perpendicular direction and ensures the homogeneity of the initial state of particle sorting. Three pairs of focusing electrodes are in the front section of the microchannel for preaggregation of the microspheres, and the deflection electrodes in the back section are to realize particle size sorting. After this, the upper and lower limits of particle size are limited by multiple cycles of sorting. The multistage cyclic sorting increases the stability of particle deflection under dielectrophoretic forces and reduces the error perturbation caused by the fluid environment. The experimental results show that the multistage cycling sorting scheme significantly improves the monodispersity of the microspheres, and the coefficient of variation of the particle size is significantly reduced from the initial 12.3% to 5.4% after three cycles of sorting, which fully verifies the superior performance of this technology.

Indexed as

dielectrophoresismultistage cycleprecise screeningsubmicrometer particle

Identifiers

PMID40283279
PMCPMC12029592

What OpenQuestion holds

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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.