Evidence map›Paper›PMID 37706194›Full record

ArticleAdvanced materials technologies2023

Multichannel impedance cytometry downstream of cell separation by deterministic lateral displacement to quantify macrophage enrichment in heterogeneous samples.

Karina Torres-Castro, Javad Jarmoshti, Li Xiao, Aditya Rane, Armita Salahi, Li Jin, Xudong Li, Federica Caselli, Carlos Honrado, Nathan S Swami

Open access · hybridAbstract read
In one paragraph

Article in Advanced materials technologies, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
1.8field-weighted citation impact, top 17% of its field
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

6 citing papers in PubMed, 16 citations in OpenAlex.

  1. Isolation Techniques of Micro/Nano-Scaled Species for Biomedical Applications.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025
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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

10 authors at 2 institutions in 2 countries.

Karina Torres-CastroElectrical Engineering, University of Virginia, Charlottesville, Virginia-22904, USA.
Javad JarmoshtiElectrical Engineering, University of Virginia, Charlottesville, Virginia-22904, USA.
Li XiaoOrthopedics, School of Medicine, University of Virginia, Virginia-22904, USA.
Aditya RaneChemistry, University of Virginia, Charlottesville, Virginia-22904, USA.
Armita SalahiElectrical Engineering, University of Virginia, Charlottesville, Virginia-22904, USA.
Li JinOrthopedics, School of Medicine, University of Virginia, Virginia-22904, USA.
Xudong LiOrthopedics, School of Medicine, University of Virginia, Virginia-22904, USA.
Federica CaselliUniversity of Rome Tor Vergata, Rome, Italy.
Carlos HonradoElectrical Engineering, University of Virginia, Charlottesville, Virginia-22904, USA.ORCID 0000-0002-4151-2147
Nathan S SwamiElectrical Engineering, University of Virginia, Charlottesville, Virginia-22904, USA.ORCID 0000-0002-0492-1160
University of Virginia · USUniversity of Rome Tor Vergata · IT

Funding

Women's Oncology Program - WONP30CA044579 · NCI · UNIVERSITY OF VIRGINIA CHARLOTTESVILLE · PI Dina Gould Halme · 1987 to 2026
$72.1M
Optimizing Inter-Microbial Antagonisms to Control Clostridium Difficile InfectionR21AI130902 · NIAID · UNIVERSITY OF VIRGINIA · PI SWAMI, NATHAN, WARREN, CIRLE ALCANTARA · 2017 to 2018
$413k
NCI NIH HHS P30 CA044579NIAID NIH HHS R21 AI130902
6 · The paper itself

Abstract

The integration of on-chip biophysical cytometry downstream of microfluidic enrichment for inline monitoring of phenotypic and separation metrics at single-cell sensitivity can allow for active control of separation and its application to versatile sample sets. We present integration of impedance cytometry downstream of cell separation by deterministic lateral displacement (DLD) for enrichment of activated macrophages from a heterogeneous sample, without the problems of biased sample loss and sample dilution caused by off-chip analysis. This required designs to match cell/particle flow rates from DLD separation into the confined single-cell impedance cytometry stage, the balancing of flow resistances across the separation array width to maintain unidirectionality, and the utilization of co-flowing beads as calibrated internal standards for inline assessment of DLD separation and for impedance data normalization. Using a heterogeneous sample with un-activated and activated macrophages, wherein macrophage polarization during activation causes cell size enlargement, on-chip impedance cytometry is used to validate DLD enrichment of the activated subpopulation at the displaced outlet, based on the multiparametric characteristics of cell size distribution and impedance phase metrics. This hybrid platform can monitor separation of specific subpopulations from cellular samples with wide size distributions, for active operational control and enhanced sample versatility.

Indexed as

Biophysical cytometryCell separationMacrophagesMicrofluidic detection

Identifiers

PMID37706194
PMCPMC10497222
OpenAlexW4318426199

What OpenQuestion holds

Textmetadata
LicenceTDM
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.