Evidence map›Paper›PMID 33533390›Full record

ArticleLab on a chip2021

Microfluidic model with air-walls reveals fibroblasts and keratinocytes modulate melanoma cell phenotype, migration, and metabolism.

Jose M Ayuso, Shreyans Sadangi, Marcos Lares, Shujah Rehman, Mouhita Humayun, Kathryn M Denecke, Melissa C Skala, David J Beebe, Vijayasaradhi Setaluri

Open access · greenAbstract read
In one paragraph

Article in Lab on a chip, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.

0numbers the graph read from it
0cells of the map it votes in
16citing papers in PubMed
2.4field-weighted citation impact, top 12% 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

16 citing papers in PubMed, 36 citations in OpenAlex.

  1. Review
  2. Microphysiological systems for metastasis research: a stepwise approach.Cellular oncology (Dordrecht, Netherlands) · 2025
    Review
  3. Review
  4. Advances in Microengineered Platforms for Skin Research.JID innovations : skin science from molecules to population health · 2025
    Review
  5. Dangerous liaisons: Loss of keratinocyte control over melanocytes in melanomagenesis.BioEssays : news and reviews in molecular, cellular and developmental biology · 2024
    Review
  6. Contribution of Keratinocytes in Skin Cancer Initiation and Progression.International journal of molecular sciences · 2024
    Review
  7. Review
  8. Article
  9. Review
  10. Review
  11. Review
  12. Melanoma stimulates the proteolytic activity of HaCaT keratinocytes.Cell communication and signaling : CCS · 2022
    Article
  13. Review
  14. Article
  15. Advances in 3D Vascularized Tumor-on-a-Chip Technology.Advances in experimental medicine and biology · 2022
    Article
  16. 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

9 authors at 1 institution in 1 country.

Jose M AyusoDepartment of Pathology & Laboratory Medicine, University of Wisconsin, Madison, WI, USA. ayusodomingu@wisc.edu.
Shreyans Sadangi
Marcos Lares
Shujah Rehman
Mouhita Humayun
Kathryn M Denecke
Melissa C Skala
David J Beebe
Vijayasaradhi Setaluri
University of Wisconsin–Madison · US

Funding

Radiation response within the tumor microenvironmentR01CA164492 · NCI · UNIVERSITY OF CHICAGO · PI KRON, STEPHEN J. · 2011 to 2015
$4.8M
Optical imaging of pancreas cancer organoids for drug development and personalized treatmentR01CA211082 · NCI · MORGRIDGE INSTITUTE FOR RESEARCH, INC. · PI SKALA, MELISSA CAROLINE · 2017 to 2021
$3.5M
(PQ7) Quantitative in vivo optical imaging of tumor heterogeneityR01CA205101 · NCI · MORGRIDGE INSTITUTE FOR RESEARCH, INC. · PI SKALA, MELISSA CAROLINE · 2016 to 2020
$1.9M
Cellular-level Optical Metabolic Imaging to Predict Drug Response in CancerR01CA185747 · NCI · VANDERBILT UNIVERSITY · PI SKALA, MELISSA CAROLINE · 2014 to 2019
$1.6M
NCI NIH HHS R01 CA164492NCI NIH HHS R01 CA185747NCI NIH HHS R01 CA205101NCI NIH HHS R01 CA211082
6 · The paper itself

Abstract

Melanoma evolution is a complex process. The role epidermal keratinocytes and dermal fibroblasts play in this process and the mechanisms involved in tumor-stroma interactions remain poorly understood. Here, we used a microfluidic platform to evaluate the cross-talk between human primary melanoma cells, keratinocytes and dermal fibroblasts. The microfluidic device included multiple circular chambers separated by a series of narrow connection channels. The microdevice design allowed us to develop a new cell patterning method based on air-walls, removing the need for hydrogel barriers, porous membranes, or external equipment. Using this method, we co-cultured melanoma cells in the presence of keratinocytes and/or dermal fibroblasts. The results demonstrated that the presence of dermal fibroblasts and keratinocytes led to changes in melanoma cell morphology and growth pattern. Molecular analysis revealed changes in the chemokine secretion pattern, identifying multiple secreted factors involved in tumor progression. Finally, optical metabolic imaging showed that melanoma cells, fibroblasts, and keratinocytes exhibited different metabolic features. Additionally, the presence of stromal cells led to a metabolic shift in melanoma cells, highlighting the role the skin microenvironment on melanoma evolution.

Indexed as

MelanomaMicrofluidicsCells, CulturedFibroblastsHumansKeratinocytesPhenotypeTumor Microenvironment

Identifiers

PMID33533390
PMCPMC7990711
OpenAlexW3128844369

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.