Evidence map›Paper›PMID 37421020›Full record

ArticleMicromachines2023

Single Cell Analysis of Inertial Migration by Circulating Tumor Cells and Clusters.

Jian Zhou, Alexandra Vorobyeva, Qiyue Luan, Ian Papautsky

Open access · goldAbstract read
In one paragraph

Article in Micromachines, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
0.7field-weighted citation impact, top 36% 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

4 citing papers in PubMed, 6 citations in OpenAlex.

  1. Article
  2. Review
  3. Review
  4. Article
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

4 authors at 2 institutions in 1 country.

Jian ZhouDepartment of Biomedical Engineering, University of Illinois Chicago, Chicago, IL 60607, USA.ORCID 0000-0002-8676-8891
Alexandra VorobyevaDepartment of Biomedical Engineering, University of Illinois Chicago, Chicago, IL 60607, USA.
Qiyue LuanDepartment of Biomedical Engineering, University of Illinois Chicago, Chicago, IL 60607, USA.
Ian PapautskyDepartment of Biomedical Engineering, University of Illinois Chicago, Chicago, IL 60607, USA.ORCID 0000-0002-1396-9625
University of Illinois Chicago · USUniversity of Illinois Urbana-Champaign · US

Funding

National Science Foundation Center for Advanced Design and Manufacturing of Integrated Microfluidics NSF I/UCRC award IIP-1841473
6 · The paper itself

Abstract

Single-cell analysis provides a wealth of information regarding the molecular landscape of the tumor cells responding to extracellular stimulations, which has greatly advanced the research in cancer biology. In this work, we adapt such a concept for the analysis of inertial migration of cells and clusters, which is promising for cancer liquid biopsy, by isolation and detection of circulating tumor cells (CTCs) and CTC clusters. Using high-speed camera tracking live individual tumor cells and cell clusters, the behavior of inertial migration was profiled in unprecedented detail. We found that inertial migration is heterogeneous spatially, depending on the initial cross-sectional location. The lateral migration velocity peaks at about 25% of the channel width away from the sidewalls for both single cells and clusters. More importantly, while the doublets of the cell clusters migrate significantly faster than single cells (~two times faster), cell triplets unexpectedly have similar migration velocities to doublets, which seemingly disagrees with the size-dependent nature of inertial migration. Further analysis indicates that the cluster shape or format (for example, triplets can be in string format or triangle format) plays a significant role in the migration of more complex cell clusters. We found that the migration velocity of a string triplet is statistically comparable to that of a single cell while the triangle triplets can migrate slightly faster than doublets, suggesting that size-based sorting of cells and clusters can be challenging depending on the cluster format. Undoubtedly, these new findings need to be considered in the translation of inertial microfluidic technology for CTC cluster detection.

Indexed as

cell focusing and separationcirculating tumor cellsCTC clustersCTC doublets and tripletsinertial microfluidicsinertial migrationsingle-cell analysis

Identifiers

PMID37421020
PMCPMC10145537
OpenAlexW4362472632

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.