Evidence map›Paper›PMID 35969206›Full record

ArticleACS biomaterials science & engineering2022

Droplet Microfluidics-Based Fabrication of Monodisperse Poly(ethylene glycol)-Fibrinogen Breast Cancer Microspheres for Automated Drug Screening Applications.

Wen J Seeto, Yuan Tian, Shantanu Pradhan, Dmitriy Minond, Elizabeth A Lipke

Abstract read
In one paragraph

Article in ACS biomaterials science & engineering, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.

0numbers the graph read from it
0cells of the map it votes in
14citing 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

14 citing papers in PubMed.

  1. Engineering microspheres for breast cancer: integrating tumor modeling, diagnostics, and targeted treatment.Daru : journal of Faculty of Pharmacy, Tehran University of Medical Sciences · 2026
    Review
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  8. A Guide to Biodetection in Droplets.Analytical chemistry · 2024
    Review
  9. Article
  10. Article
  11. Droplet-Based Microfluidics: Applications in Pharmaceuticals.Pharmaceuticals (Basel, Switzerland) · 2023
    Review
  12. Review
  13. Article
  14. 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.

Wen J SeetoDepartment of Chemical Engineering, Auburn University, Auburn, Alabama 36849, United States.
Yuan TianDepartment of Chemical Engineering, Auburn University, Auburn, Alabama 36849, United States.
Shantanu PradhanDepartment of Chemical Engineering, Auburn University, Auburn, Alabama 36849, United States.
Dmitriy MinondCollege of Pharmacy, Department of Pharmaceutical Sciences, Nova Southeastern University, Lauderdale, Florida 33314, United States.
Elizabeth A LipkeDepartment of Chemical Engineering, Auburn University, Auburn, Alabama 36849, United States.ORCID 0000-0002-3465-5609

Funding

In vivo efficacy evaluation of novel melanoma activesR15CA249788 · NCI · NOVA SOUTHEASTERN UNIVERSITY · PI MINOND, DMITRIY · 2020 to 2020
$453k
NCI NIH HHS R15 CA249788
6 · The paper itself

Abstract

Spheroidal cancer microtissues are highly advantageous for a wide range of biomedical applications, including high-throughput drug screening, multiplexed target validation, mechanistic investigation of tumor-extracellular matrix (ECM) interactions, among others. Current techniques for spheroidal tissue formation rely heavily on self-aggregation of single cancer cells and have substantial limitations in terms of cell-type-specific heterogeneities, uniformity, ease of production and handling, and most importantly, mimicking the complex native tumor microenvironmental conditions in simplistic models. These constraints can be overcome by using engineered tunable hydrogels that closely mimic the tumor ECM and elucidate pathologically relevant cell behavior, coupled with microfluidics-based high-throughput fabrication technologies to encapsulate cells and create cancer microtissues. In this study, we employ biosynthetic hybrid hydrogels composed of poly(ethylene glycol diacrylate) (PEGDA) covalently conjugated to natural protein (fibrinogen) (PEG-fibrinogen, PF) to create monodisperse microspheres encapsulating breast cancer cells for 3D culture and tumorigenic characterization. A previously developed droplet-based microfluidic system is used for rapid, facile, and reproducible fabrication of uniform cancer microspheres with either MCF7 or MDA-MB-231 (metastatic) breast cancer cells. Cancer cell-type-dependent variations in cell viability, metabolic activity, and 3D morphology, as well as microsphere stiffness, are quantified over time. Particularly, MCF7 cells grew as tight cellular clusters in the PF microspheres, characteristic of their epithelial morphology, while MDA-MB-231 cells displayed elongated and invasive morphology, characteristic of their mesenchymal and metastatic nature. Finally, the translational potential of the cancer microsphere platform toward high-throughput drug screening is also demonstrated. With high uniformity, scalability, and control over engineered microenvironments, the established cancer microsphere model can be potentially used for mechanistic studies, fabrication of modular cancer microtissues, and future drug-testing applications.

Indexed as

Breast NeoplasmsMicrofluidicsDrug Evaluation, PreclinicalEarly Detection of CancerFemaleFibrinogenHumansHydrogelsMicrospheresPolyethylene GlycolsTumor MicroenvironmentFibrinogenHydrogelsPolyethylene Glycolsbiomaterialsbreast cancerdrug testingmicrofluidicstissue engineeringtumor modeling

Identifiers

PMID35969206
PMCPMC9472798

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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 Socratic graph.