Evidence map›Paper›PMID 35654785›Full record

ReviewNature communications2022

A role for microfluidic systems in precision medicine.

Jose M Ayuso, María Virumbrales-Muñoz, Joshua M Lang, David J Beebe

Open access · goldAbstract readReview
In one paragraph

Review in Nature communications, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 97 papers.

0numbers the graph read from it
0cells of the map it votes in
97citing papers in PubMed
14.5field-weighted citation impact, top 1% 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

97 citing papers in PubMed, 194 citations in OpenAlex.

  1. Review
  2. Review
  3. Review
  4. Article
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  6. Article
  7. Review
  8. Receptogenesis in a Vascularized Robotic Embodiment.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Article
  9. Review
  10. Article
  11. Photo-Gated Corona Microfluidics.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Article
  12. Article
  13. Article
  14. Article
  15. Review
  16. Article
  17. Review
  18. Review
  19. Review
  20. Article

37 more citing papers are in PubMed but not listed here.

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.

Jose M Ayuso *Department of Dermatology, University of Wisconsin, Madison, WI, USA.
María Virumbrales-Muñoz *Department of Biomedical Engineering, University of Wisconsin, Madison, WI, USA.
Joshua M LangThe University of Wisconsin Carbone Cancer Center, University of Wisconsin, Madison, WI, USA.ORCID 0000-0002-0943-8872
David J BeebeDepartment of Biomedical Engineering, University of Wisconsin, Madison, WI, USA. djbeebe@wisc.edu.ORCID 0000-0002-0415-9006
University of Wisconsin–Madison · USUniversity of Wisconsin System · US

Funding

UW COMPREHENSIVE CANCER CENTER SUPPORTP30CA014520 · NCI · UNIVERSITY OF WISCONSIN-MADISON · PI Justine Yang Bruce · 1985 to 2026
$142.6M
Mechanisms of microenvironment mediated resistance to cancer cell surface targeted therapeuticsUG3CA260692 · NCI · UNIVERSITY OF WISCONSIN-MADISON · PI BEEBE, DAVID J, LANG, JOSHUA MICHAEL · 2020 to 2021
$1.6M
Area C: Functional microscale organotypic assays to predict patient response to anti-angiogenesis therapiesR33CA225281 · NCI · UNIVERSITY OF WISCONSIN-MADISON · PI ABEL, E JASON, BEEBE, DAVID J · 2017 to 2017
$1.5M
NCI NIH HHS P30 CA014520NCI NIH HHS R33 CA225281NCI NIH HHS UG3 CA260692
6 · The paper itself

Abstract

Precision oncology continues to challenge the "one-size-fits-all" dogma. Under the precision oncology banner, cancer patients are screened for molecular tumor alterations that predict treatment response, ideally leading to optimal treatments. Functional assays that directly evaluate treatment efficacy on the patient's cells offer an alternative and complementary tool to improve the accuracy of precision oncology. Unfortunately, traditional Petri dish-based assays overlook much tumor complexity, limiting their potential as predictive functional biomarkers. Here, we review past applications of microfluidic systems for precision medicine and discuss the present and potential future role of functional microfluidic assays as treatment predictors.

Indexed as

NeoplasmsPrecision MedicineBiological AssayHumansMicrofluidics

Identifiers

PMID35654785
PMCPMC9163169
OpenAlexW4281742577

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.