Evidence map›Paper›PMID 40731682›Full record

ArticleMicromachines2025

An Open-Type Crossflow Microfluidic Chip for Deformable Droplet Separation Driven by a Centrifugal Field.

Zekun Li, Yongchao Cai, Xiangfu Wei, Cuimin Sun, Wenshen Luo, 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

6 authors.

Zekun LiSchool of Mechanical Engineering, Guangxi University, Nanning 530004, China.
Yongchao CaiSchool of Mechanical Engineering, Guangxi University, Nanning 530004, China.
Xiangfu WeiSchool of Mechanical Engineering, Guangxi University, Nanning 530004, China.
Cuimin SunCollege of Computer and Electronic Information, Guangxi University, 100 East University Road, Nanning 530004, China.ORCID 0000-0003-4174-1094
Wenshen LuoSchool of Mechanical Engineering, Guangxi University, Nanning 530004, China.
Hui YouSchool of Mechanical Engineering, Guangxi University, Nanning 530004, China.ORCID 0000-0002-6821-6188

Funding

Funding by Guangxi Science and Technology Major Projects AA22068101Innovation Development Multiplier Plan of Guangxi University No. 202201343 and No. 202201369Project of Improving the Basic Scientific Research Ability of Young and Middle-aged Teachers in Guangxi Universities No. 2025KY1535, 2024KY1173 and 2024KY1183Science and Technology Major Project of Guangxi Guike AA22117005 and Guike AA22117007
6 · The paper itself

Abstract

This study presents an innovative wedge-shaped inlet weir-type microfluidic chip designed to address common issues of clogging and inefficiency in microfiltration processes. Driven solely by centrifugal force, the chip integrates a crossflow separation mechanism and enables selective droplet sorting based on size, without the need for external pumps. Fabricated from PMMA, the device features a central elliptical chamber, a wedge-shaped inlet, and spiral microchannels. These structures leverage shear stress and Dean vortices under centrifugal fields to achieve high-throughput separation of droplets with different diameters. Using water-in-oil emulsions as a model system, we systematically investigated the effects of geometric parameters and rotational speed on separation performance. A theoretical model was developed to derive the critical droplet size based on force balance, accounting for centrifugal force, viscous drag, pressure differentials, and surface tension. Experimental results demonstrate that the chip can effectively separate droplets ranging from 0 to 400 μm in diameter at 200 rpm, achieving a sorting efficiency of up to 72% and a separation threshold (cutoff accuracy) of 98.2%. Fluorescence analysis confirmed the absence of cross-contamination during single-chip operation. This work offers a structure-guided, efficient, and contamination-free droplet sorting strategy with broad potential applications in biomedical diagnostics and drug screening.

Indexed as

centrifugal microfluidicsdroplet sortinglab-on-a-chipopen crossflow filtration

Identifiers

PMID40731682
PMCPMC12300070

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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.