Evidence map›Paper›PMID 40863001›Full record

ArticleBiosensors2025

Fluorescence Imaging-Activated Microfluidic Particle Sorting Using Optical Tweezers.

Yiming Wang, Xinyue Dai, Qingtong Jiang, Hangtian Fan, Tong Li, Xiao Xia, Yipeng Dou, Yuxin Mao

Abstract read
In one paragraph

Article in Biosensors, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Optical Tweezers in Emulsion Research: Principles, Advances, and Prospects.Langmuir : the ACS journal of surfaces and colloids · 2026
    Review
  2. 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

8 authors.

Yiming WangSchool of Biomedical Engineering, Anhui Medical University, Hefei 230032, China.
Xinyue DaiSchool of Biomedical Engineering, Anhui Medical University, Hefei 230032, China.
Qingtong JiangSchool of Biomedical Engineering, Anhui Medical University, Hefei 230032, China.
Hangtian FanSchool of Biomedical Engineering, Anhui Medical University, Hefei 230032, China.
Tong LiSchool of Biomedical Engineering, Anhui Medical University, Hefei 230032, China.ORCID 0000-0003-4096-5643
Xiao XiaSchool of Biomedical Engineering, Anhui Medical University, Hefei 230032, China.
Yipeng DouSchool of Biomedical Engineering, Anhui Medical University, Hefei 230032, China.
Yuxin MaoSchool of Biomedical Engineering, Anhui Medical University, Hefei 230032, China.ORCID 0000-0001-8332-2467

Funding

Basic and Clinical Collaborative Research Improvement Project of Anhui Medical University 2023xkjT023
6 · The paper itself

Abstract

The precise and efficient sorting of microscopic particles is critical in diverse fields, including biomedical diagnostics, drug development, and environmental monitoring. Fluorescence imaging-activated sorting refers to a strategy where fluorescence images are used to dynamically identify target particles and trigger selective manipulation for sorting purposes. In this study, we introduce a novel microfluidic particle sorting platform that combines optical tweezers with real-time fluorescence imaging for detection. High-speed image analysis enables accurate particle identification and classification, while the optical trap is selectively activated to redirect target particles. To validate the system's performance, we used 10 µm green and orange fluorescent polystyrene particles. The platform achieved a sorting purity of 94.4% for orange particles under continuous flow conditions. The proposed platform provides an image-based sorting solution, advancing the development of microfluidic systems for high-resolution particle sorting in complex biological and environmental applications.

Indexed as

Microfluidic Analytical TechniquesMicrofluidicsOptical ImagingOptical TweezersFluorescencePolystyrenesPolystyrenesfluorescence imagingmicrofluidicsoptical tweezersparticle sorting

Identifiers

PMID40863001
PMCPMC12384192

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.