Evidence map›Paper›PMID 39581104›Full record

ArticleTalanta2025

High-efficient white blood cell separation from whole blood using cascaded inertial microfluidics.

Haotian Cha, Xiaoyue Kang, Dan Yuan, Belinda de Villiers, Johnson Mak, Nam-Trung Nguyen, Jun Zhang

Abstract read
In one paragraph

Article in Talanta, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. Exploiting Device Deformability for Fluid and Particle Manipulation.Small (Weinheim an der Bergstrasse, Germany) · 2026
    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

7 authors.

Haotian ChaQueensland Micro- and Nanotechnology Centre, Griffith University, Nathan, Queensland, 4111, Australia. Electronic address: h.cha@griffith.edu.au.
Xiaoyue KangSchool of Mechanical and Mining Engineering, The University of Queensland, Brisbane, QLD, 4072, Australia.
Dan YuanSchool of Mechanical and Mining Engineering, The University of Queensland, Brisbane, QLD, 4072, Australia.
Belinda de VilliersInstitute for Glycomics, Griffith University, Gold Coast, Queensland, Australia.
Johnson MakInstitute for Glycomics, Griffith University, Gold Coast, Queensland, Australia.
Nam-Trung NguyenQueensland Micro- and Nanotechnology Centre, Griffith University, Nathan, Queensland, 4111, Australia. Electronic address: nam-trung.nguyen@griffith.edu.au.
Jun ZhangQueensland Micro- and Nanotechnology Centre, Griffith University, Nathan, Queensland, 4111, Australia; School of Engineering and Built Environment, Griffith University, Nathan, Queensland, 4111, Australia. Electronic address: jun.zhang@griffith.edu.au.

Funding

Dichotomy of HIV-Sugar with Vaginal MicrobesR21AI172534 · NIAID · GRIFFITH UNIVERSITY · PI MAK, JOHNSON · 2023 to 2024
$297k
NIAID NIH HHS R21 AI172534
6 · The paper itself

Abstract

White blood cells (WBCs) are a crucial component of the human immune system. WBCs contain invaluable information about the health status of the human body. Therefore, separating WBCs is indispensable for the diagnosis of many diseases in clinical setting. The low ratio of WBCs to red blood cells in whole blood has made the isolation of WBCs challenging. As the conventional single-stage microfluidic technology cannot provide sufficient separation purity. We used a cascaded inertial microfluidic chip by consecutively connecting two sinusoidal channels to enhance the purity of WBCs after single processing. The improvement was in part due to the diversion of the sample at the end of the first stage separation, resulting in a lower flow rate in the second stage of processing within the cascaded device. We embedded concave micro-obstacles in sinusoidal channels to adjust their effective working flow rate range and enable the proper operation of both channels simultaneously. Using polystyrene beads mixture (5 and 10 μm) with a primary ratio of 1000 to 1, a single processing step through our cascaded chip improved the purity of 10-μm particles with more than three orders of magnitude of enrichment (from 0.08 % to 99.83 %) with a flow rate of 560 μL/min (Re = 77). Using diluted whole blood ( × 1/10), we achieved 307-fold enrichment of WBCs (0.14 %-43.017 %) in a single process which was accompanied with ∼3 orders of magnitude background removal of RBCs (from 4.8 × 10

Indexed as

Cell SeparationLab-On-A-Chip DevicesLeukocytesHumansMicrofluidic Analytical TechniquesPolystyrenesPolystyrenes

Identifiers

PMID39581104
PMCPMC13355906

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

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.