Evidence map›Paper›PMID 36701161›Full record

ArticleAnalytical chemistry2023

Cellular Invasion Assay for the Real-Time Tracking of Individual Cells in Spheroid or Tumor-like Mimics.

Rachael M Kenney, Maggie C Lee, Matthew W Boyce, Zachary R Sitte, Matthew R Lockett

Open access · greenAbstract read
In one paragraph

Article in Analytical chemistry, 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
1.0field-weighted citation impact, top 29% 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, 9 citations in OpenAlex.

  1. Review
  2. Article
  3. Mass Spectrometry-Based Applications of Spheroids in Cancer Biology.Annual review of analytical chemistry (Palo Alto, Calif.) · 2025
    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

5 authors at 1 institution in 1 country.

Rachael M KenneyDepartment of Chemistry, University of North Carolina at Chapel Hill, 125 South Road, Chapel Hill, North Carolina 27599-3290, United States.
Maggie C LeeDepartment of Chemistry, University of North Carolina at Chapel Hill, 125 South Road, Chapel Hill, North Carolina 27599-3290, United States.
Matthew W BoyceDepartment of Chemistry, University of North Carolina at Chapel Hill, 125 South Road, Chapel Hill, North Carolina 27599-3290, United States.
Zachary R SitteDepartment of Chemistry, University of North Carolina at Chapel Hill, 125 South Road, Chapel Hill, North Carolina 27599-3290, United States.
Matthew R LockettDepartment of Chemistry, University of North Carolina at Chapel Hill, 125 South Road, Chapel Hill, North Carolina 27599-3290, United States.ORCID 0000-0003-4851-7757
University of North Carolina at Chapel Hill · US

Funding

Virology Research Program (Program 4)P30CA016086 · NCI · UNIV OF NORTH CAROLINA CHAPEL HILL · PI David Darr · 1985 to 2026
$201.5M
UNC-CH CENTER FOR ENVIRONMENTAL HEALTH &SUSCEPTIBILITYP30ES010126 · NIEHS · UNIV OF NORTH CAROLINA CHAPEL HILL · PI Stephanie Engel · 2001 to 2026
$36.3M
Paper-based cultures supporting tissue-like structures for biochemical studies of oxygen gradients and screening applicationsR35GM128697 · NIGMS · UNIV OF NORTH CAROLINA CHAPEL HILL · PI Matthew Ryen Lockett · 2018 to 2026
$3.1M
NCI NIH HHS P30 CA016086NIEHS NIH HHS P30 ES010126NIGMS NIH HHS R35 GM128697
6 · The paper itself

Abstract

Cellular invasion is the gateway to metastasis, with cells moving from a primary tumor into neighboring regions of healthy tissue. Invasion assays provide a tractable experimental platform to quantitatively assess cellular movement in the presence of potential chemokines or inhibitors. Many such assays involve cellular movement from high cell densities to cell-free regions. To improve the physiological relevance of such assays, we developed an assay format to track cellular movement throughout a uniform density of cells. This assay format imparts diffusion-dominated environments along the channel, resulting in oxygen and nutrient gradients found in spheroids or poorly vascularized tumors. By incorporating oxygen- and pH-sensing films, we quantified spatial and temporal changes in the extracellular environment while simultaneously tracking the movement of a subset of cells engineered to express fluorescent proteins constitutively. Our results show the successful invasion into neighboring tissues likely arises from a small population with a highly invasive phenotype. These highly invasive cells continued to move throughout the 48 h experiment, suggesting they have stem-like or persister properties. Surprisingly, the distance these persister cells invaded was unaffected by the density of cells in the channel or the presence or absence of an oxygen gradient. While these datasets cannot determine if the invasive cells are inherent to the population or if diffusion-dominated environments promote them, they highlight the need for further study.

Indexed as

OxygenSpheroids, CellularCell Line, TumorCell MovementHumansNeoplasm InvasivenessOxygen

Identifiers

PMID36701161
PMCPMC10007898
OpenAlexW4318071572

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.