Evidence mapPaperPMID 40534247Full record

ArticleAdvanced healthcare materials2025

High-Throughput 96-Well Nanogroove-Enhanced Electrical Impedance Biosensor for Real-Time Label-Free Cancer Drug Screening.

Jong Seob Choi, Hye-Bin Park, Su Han Lee, Byunggik Kim, Jihoon Lee, Sang-Keun Sung, Chia-Yi Su, JuKyung Lee, Seongjun Jang, Yongjin Lee and 3 more

Abstract read
In one paragraph

Article in Advanced healthcare materials, 2025. 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. Quantitative ICBiosensors · 2025
    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

13 authors.

Jong Seob ChoiDivision of Advanced Materials Engineering, Division of Advanced Materials Engineering, and Center for Advanced Materials and Parts of Powders (CAMP2), Kongju National University, Budaedong 275, Seobuk-gu, Cheonan-si, Chungnam, 31080, South Korea.ORCID https://orcid.org/0000-0003-1621-1497
Hye-Bin ParkDigital Health Care Research Center, Gumi Electronics and Information Technology Research Institute (GERI), 350-27, Gumidaero, Gumi, Gyeongbuk, 39253, South Korea.
Su Han LeeDigital Health Care Research Center, Gumi Electronics and Information Technology Research Institute (GERI), 350-27, Gumidaero, Gumi, Gyeongbuk, 39253, South Korea.
Byunggik KimDepartment of Mechanical Engineering, Johns Hopkins University, Baltimore, MD, 21218, United States.ORCID https://orcid.org/0000-0003-3076-8806
Jihoon LeeDepartment of Biomedical Engineering, Johns Hopkins University, Baltimore, MD, 21205, United States.
Sang-Keun SungDigital Health Care Research Center, Gumi Electronics and Information Technology Research Institute (GERI), 350-27, Gumidaero, Gumi, Gyeongbuk, 39253, South Korea.
Chia-Yi SuInstitute of Biophotonics, National Yang Ming Chiao Tung University, Taiwan, 11221, Taiwan.
JuKyung LeeDigital Health Care Research Center, Gumi Electronics and Information Technology Research Institute (GERI), 350-27, Gumidaero, Gumi, Gyeongbuk, 39253, South Korea.
Seongjun JangR&D center, Live Cell Instrument Co. ltd, 272, Sunhwagung-ro, Namyangju-si, Gyeonggi-do, 1001-1020, South Korea.
Yongjin LeeR&D center, Live Cell Instrument Co. ltd, 272, Sunhwagung-ro, Namyangju-si, Gyeonggi-do, 1001-1020, South Korea.
Jung Hyun LeeDepartment of Dermatology, School of Medicine, University of Washington, 850 Republican Street, Seattle, WA, 98109, United States.
Hyung Jin KimDepartment of Semiconductor Engineering, Ulsan College, Ulsan, 44610, South Korea.
Deok-Ho KimDepartment of Biomedical Engineering, Johns Hopkins University, Baltimore, MD, 21205, United States.

Funding

Engineered biomimetic collective cancer invasion models for screening chemotherapeutic agentsR01CA279948 · JOHNS HOPKINS UNIVERSITY · 2025 to 2025
$426k
Tissue-Engineered Models of Lymphatic Drainage in Breast CancerR01CA279560 · CORNELL UNIVERSITY · 2025 to 2025
$397k
American Heart Association 24PRE1242036Korea Institute for Advancement of Technology P0004638Ministry of Trade, Industry and EnergyNational Research Foundation of Korea 2021M3H4A4079264National Research Foundation of Korea 2023-00221237National Research Foundation of Korea NRF2021M3H4A407927511NCI NIH HHS R01 CA279560NCI NIH HHS R01 CA279948NHLBI NIH HHS R01 HL135143NIAID NIH HHS R21 AI168886NIH HHS R01CA279948NIH HHS R01HL135143NIH HHS R21AI168886
6 · The paper itself

Abstract

This study advances bioelectronic platforms and cellular behavior analysis by enhancing the precision and scalability of nanopatterned membranes integrated with electrode arrays for real-time, high-throughput monitoring. By employing self-assembled monolayers (SAMs) and optimizing imprinting parameters, uniform large-area nanopatterns are successfully fabricated, overcoming challenges such as the "rabbit ears" effect and inconsistent pattern fidelity. The nanopatterned substrates, integrated within 96-well plates with electrode arrays, enable real-time impedance spectroscopy, providing a dynamic assessment of cellular behavior under chemotherapeutic drug exposure. The developed NanoIEA platform facilitates comprehensive investigations into cellular growth and drug interactions. RNA sequencing of MCF-7 cells cultured on nanopatterned substrates reveals significant differential gene expression, suggesting that traditional flat-surface cultures may induce artificial gene regulation, potentially biasing drug screening results. Patterned cell cultures that mimic physiological conditions yield more accurate and predictive outcomes for anticancer drug screening. This research underscores the critical role of nanopatterning in recapitulating in vivo-like gene expression and highlights the profound impact of microenvironmental cues on cellular behavior. By integrating advanced nanofabrication with precise real-time monitoring, this approach addresses technical limitations in bioelectronic sensing while providing deeper insights into dynamic cellular responses, reinforcing the importance of substrate design in tissue engineering and drug development.

Indexed as

Antineoplastic AgentsBiosensing TechniquesHigh-Throughput Screening AssaysDrug Screening Assays, AntitumorElectric ImpedanceHumansMCF-7 CellsAntineoplastic Agentselectrochemical sensorshigh‐throughput drug screeninginterdigitated electrode arraysnanopatterned substratesreal‐time impedance sensing

Identifiers

PMID40534247
PMCPMC12354260

What Socratic holds

Textmetadata
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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.