Evidence map›Paper›PMID 41644958›Full record

ReviewMicrosystems & nanoengineering2026

Low-dimensional materials for intracellular electrophysiology: advances from synthesis to applications.

Ao Li, Tao Liang, Li Niu, Chengyun Wang, Ning Hu, Ying Li

Abstract readReview
In one paragraph

Review in Microsystems & nanoengineering, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

6 authors.

Ao Li *The First Affiliated Hospital (Zhejiang Provincial Hospital of Chinese Medicine),College of Basic Medical Sciences, Zhejiang Chinese Medical University, Hangzhou, Zhejiang, China.
Tao Liang *Department of Chemistry, Zhejiang-Israel Joint Laboratory of Self-Assembling Functional Materials, ZJU-Hangzhou Global Scientific and Technological Innovation Center, School of Medicine, Zhejiang University, Hangzhou, China.
Li NiuThe First Affiliated Hospital (Zhejiang Provincial Hospital of Chinese Medicine),College of Basic Medical Sciences, Zhejiang Chinese Medical University, Hangzhou, Zhejiang, China.
Chengyun WangDepartment of Chemistry, Zhejiang-Israel Joint Laboratory of Self-Assembling Functional Materials, ZJU-Hangzhou Global Scientific and Technological Innovation Center, School of Medicine, Zhejiang University, Hangzhou, China. wangchengyun@zju.edu.cn.
Ning HuDepartment of Chemistry, Zhejiang-Israel Joint Laboratory of Self-Assembling Functional Materials, ZJU-Hangzhou Global Scientific and Technological Innovation Center, School of Medicine, Zhejiang University, Hangzhou, China. huning@zju.edu.cn.ORCID http://orcid.org/0000-0001-7178-3952
Ying LiThe First Affiliated Hospital (Zhejiang Provincial Hospital of Chinese Medicine),College of Basic Medical Sciences, Zhejiang Chinese Medical University, Hangzhou, Zhejiang, China. yingli@zcmu.edu.cn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Cardiovascular diseases remain the leading global cause of mortality and disability, posing a major challenge to human health. Accurate, long-term monitoring of electrophysiological activity in excitable cells such as cardiomyocytes is critical for elucidating disease mechanisms, advancing drug discovery, and evaluating therapeutic efficacy. However, conventional techniques each present key limitations: patch clamp offers high-fidelity signals but is invasive and low-throughput; optical imaging enables parallel measurements but is hindered by phototoxicity and limited temporal resolution; and planar microelectrode arrays support long-term studies but yield only low-fidelity extracellular recordings. To address these trade-offs, three-dimensional bioelectronic interfaces constructed from low-dimensional nanomaterials have recently emerged as powerful tools, providing minimally invasive, high-throughput, high-signal-to-noise intracellular recordings. Among them, one-dimensional nanostructures such as nanowires, nanopillars, and nanotubes offer unique advantages, including tight membrane coupling, tunable physicochemical properties, and compatibility with large-scale microfabrication. This review summarizes bottom-up synthesis strategies for these nanostructures, top-down and hybrid approaches for device integration, multimodal characterization methods, and intracellular access techniques. Finally, we highlight recent advances in cardiac electrophysiology, covering the fundamental principles of action potential generation and network propagation, as well as key applications in drug cardiotoxicity screening and disease modeling. Future directions are also discussed, including integration with complementary metal-oxide-semiconductor technology, development of flexible platforms, and in vivo bioelectronics.

Identifiers

PMID41644958
PMCPMC12877073

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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.