Evidence map›Paper›PMID 41629495›Full record

ArticleScientific reports2026

A novel width-expanding spiral microchannel for high-throughput continuous separation of bacterial-sized particles.

Wu Ye, Wen Ding, Huancheng Zhu, Ming Zhao, Luping Zhou, Ming Liu

Abstract read
In one paragraph

Article in Scientific reports, 2026. 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
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0citing papers in PubMed
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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

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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.

Wu YeHangzhou Institute of Medicine, Chinese Academy of Sciences, Hangzhou, 310018, China.
Wen DingHangzhou Institute of Medicine, Chinese Academy of Sciences, Hangzhou, 310018, China.
Huancheng ZhuHangzhou Institute of Medicine, Chinese Academy of Sciences, Hangzhou, 310018, China.
Ming ZhaoHangzhou Institute of Medicine, Chinese Academy of Sciences, Hangzhou, 310018, China. Zmingys@ucas.ac.cn.
Luping ZhouHangzhou Institute of Medicine, Chinese Academy of Sciences, Hangzhou, 310018, China. zhouluping@him.cas.cn.
Ming LiuHangzhou Institute of Medicine, Chinese Academy of Sciences, Hangzhou, 310018, China. liumingiso@163.com.

Funding

The National Natural Science Foundation of China-Youth Science Fund 82204538Zhejiang Provincial Natural Science Foundation of China No. LZ22A020005
6 · The paper itself

Abstract

Separating target particles (e.g., bacteria) from complex media is critical to preventing matrix interference in the detection and analysis of target substances. However, existing techniques still face challenges in improving throughput for the separation of bacteria-sized particles. To address this, we present a novel width-expanding spiral microchannel designed for continuous, high-throughput separation of bacteria-sized particles from larger particles. The separation principle and the effect of width variation on separation performance were assessed through numerical simulations and experimental tests. Numerical results indicate that, compared to a constant-width microchannel, a width-expanding microchannel exhibits a lower Dean flow distribution due to the gradually increasing aspect ratio, resulting in delayed migration of smaller particles due to Dean flow. This migration lag can be compensated by increasing the operating flow rate. Fluorescent microsphere experiments demonstrated that the width-expanding microchannel achieved 99.20% and 96.70% separation efficiencies for 1 μm microspheres from mixtures containing 7 μm and 10 μm microspheres, respectively, at flow rate of 170 µL/min, thereby surpassing the performance of existing technologies. Considering separation performance, pressure drop, and processing throughput, the width-expanding microchannel ensures both high separation efficiency and lower pressure drops, enabling higher-throughput operation. This innovative design holds significant promise for enhancing bacterial isolation from infected blood and reducing the time required for bacterial pretreatment.

Indexed as

Bacterial-sized particle separationDean flow fractionationHigh throughputNumerical simulationWidth-expanding spiral microchannel

Identifiers

PMID41629495
PMCPMC12887041

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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.