Evidence map›Paper›PMID 40719015›Full record

ArticleLab on a chip2025

High-throughput impedance monitoring in 3D tumor cultures: a multiplex, microfluidic-free platform for drug screening.

Attilio Marino, Kamil Ziaja, Marie Celine Lefevre, Maria Cristina Ceccarelli, Matteo Battaglini, Carlo Filippeschi, Gianni Ciofani

Abstract read
In one paragraph

Article in Lab on a chip, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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

7 authors.

Attilio MarinoIstituto Italiano di Tecnologia, Smart Bio-Interfaces, Viale Rinaldo Piaggio 34, 56025 Pontedera, Italy. attilio.marino@iit.it.ORCID 0000-0002-3290-494X
Kamil ZiajaIstituto Italiano di Tecnologia, Smart Bio-Interfaces, Viale Rinaldo Piaggio 34, 56025 Pontedera, Italy. attilio.marino@iit.it.
Marie Celine LefevreIstituto Italiano di Tecnologia, Smart Bio-Interfaces, Viale Rinaldo Piaggio 34, 56025 Pontedera, Italy. attilio.marino@iit.it.ORCID 0000-0001-8633-9782
Maria Cristina CeccarelliIstituto Italiano di Tecnologia, Smart Bio-Interfaces, Viale Rinaldo Piaggio 34, 56025 Pontedera, Italy. attilio.marino@iit.it.ORCID 0000-0001-7414-2018
Matteo BattagliniIstituto Italiano di Tecnologia, Smart Bio-Interfaces, Viale Rinaldo Piaggio 34, 56025 Pontedera, Italy. attilio.marino@iit.it.ORCID 0000-0003-3601-1425
Carlo FilippeschiIstituto Italiano di Tecnologia, Bioinspired Soft Robotics, Via Morego 30, 16163 Genova, Italy.
Gianni CiofaniIstituto Italiano di Tecnologia, Smart Bio-Interfaces, Viale Rinaldo Piaggio 34, 56025 Pontedera, Italy. attilio.marino@iit.it.ORCID 0000-0003-1192-3647

Funding

European Research Council 101146025
6 · The paper itself

Abstract

The development of an effective therapy against glioblastoma (GBM) remains a significant and unmet clinical need. To address this challenge, creating predictive, physiologically relevant screening models is essential for accelerating the identification of promising drug candidates. In this paper, we present a novel impedance-based device where two-photon polymerization-fabricated scaffolds embedding electrodes are colonized by GBM cells, effectively replicating the three-dimensional environment of the microscopic tumor foci that persist following tumor resection and cause recurrence. The results demonstrated that the proposed GBM-on-chip model enables high-throughput, multiplexed, and real-time monitoring of the development of tumor spheroids and their responses to therapeutic agents. Validation studies demonstrated the platform ability to detect subtle cytotoxic effects undetectable by traditional immunofluorescence methods, with optical transparency enabling complementary imaging analysis. This system represents a versatile framework for assessing drug efficacy in complex, physiologically relevant 3D tumor models, paving the way for innovations in cancer pharmacology.

Indexed as

Antineoplastic AgentsGlioblastomaHigh-Throughput Screening AssaysLab-On-A-Chip DevicesMicrofluidic Analytical TechniquesCell Line, TumorDrug Screening Assays, AntitumorElectric ImpedanceHumansSpheroids, CellularAntineoplastic Agents

Identifiers

PMID40719015
PMCPMC12302074

What OpenQuestion holds

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LicenceCC BY
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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.