Evidence map›Paper›PMID 41580440›Full record

ArticleScientific reports2026

Non-Invasive electrophysiological monitoring of cardiac organoids using 3D-Net-assisted microelectrodes array platform.

Shinhye Park, Sang-Jun Cho, C-Yoon Kim, Hyung Min Chung, Seul-Gi Lee

Abstract read
In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

5 authors.

Shinhye ParkCollege of Veterinary Medicine, Konkuk University, Seoul, 05029, Republic of Korea.
Sang-Jun ChoCellames Inc, 405, 19 Wiryegwangjang‑ro, Sujeong‑gu, Seongnam‑si, Gyeonggi‑do, Republic of Korea.
C-Yoon KimCollege of Veterinary Medicine, Konkuk University, Seoul, 05029, Republic of Korea.
Hyung Min ChungDepartment of Stem Cell Biology, School of Medicine, Konkuk University, 120 Neungdong- Ro, Gwangjin-Gu, Seoul, 05029, Republic of Korea.
Seul-Gi LeeCollege of Veterinary Medicine, Konkuk University, Seoul, 05029, Republic of Korea. maxwisdom@konkuk.ac.kr.

Funding

National Research Foundation of Korea (NRF) grant funded by the Korea government (MSIT) RS-2025-00559450the Industrial Strategic Technology Development Program funded by the Ministry of Trade, Industry & Energy (MOTIE, Korea) RS-2024-00448561
6 · The paper itself

Abstract

The rapid advancement of organoids has increased interest in replacing conventional 2D alternatives to animal testing. In drug development, cardiotoxicity assessment is essential, and electrophysiological signals from cardiomyocytes serve as key biomarkers. Accordingly, planar 2D microelectrode array (MEA) chips are widely used. However, cardiomyocytes-based platform fails to reproduce complex in vivo physiological responses, leading to the combination of human cardiac organoids (hCdOs) with 3D sensors. Most of these approaches remain in the research stage and lack standardization. Therefore, there is still a need for methods that can stably evaluate organoids using commercially available 2D MEA chips. In this study, a silicon-based 3D-Net was introduced to enable stable monitoring of hCdOs electrophysiological signals on MEA chip. hCdOs fabricated using established protocols showed morphological and functional reproducibility suitable for drug testing. The 3D-Net prevented organoid flotation, ensured sufficient medium supply, and enabled measurements beyond acute assessment periods without functional impairment. Drug responsiveness varied significantly depending on the presence of 3D-Net and the volume of drug-containing medium. The 3D-Net platform overcomes the limitations of MEA, providing an effective and non-invasive method for functional evaluation and drug screening of hCdOs. Furthermore, this approach is expected to support preclinical evaluation of drug efficacy and safety.

Indexed as

Electrophysiological PhenomenaHeartMyocytes, CardiacOrganoidsCell Culture Techniques, Three DimensionalDrug Evaluation, PreclinicalHumansMicroelectrodes3D-NetCardiac organoidCardiotoxicityElectrophysiological monitoringMicroelectode array

Identifiers

PMID41580440
PMCPMC12865037

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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.