Evidence map›Paper›PMID 41677146›Full record

ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2026

Beyond Transconductance: Cell-Polymer Coupling Determines Fidelity in Action Potential Recording via Electrolyte-Gated Polymer Transistors.

Giulia Zoe Zemignani, Elena Mancinelli, Gabriele Tullii, Aleksandr Khudiakov, Cristiano Bortolotti, Shubham Tanwar, Peter J Schwartz, Luca Sala, Maria Rosa Antognazza, Mario Caironi and 1 more

Abstract read
In one paragraph

Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 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. 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

11 authors.

Giulia Zoe ZemignaniCenter For Nano Science and Technology, Istituto Italiano di Tecnologia, Milano, Italy.ORCID https://orcid.org/0009-0003-9217-0188
Elena MancinelliCenter For Nano Science and Technology, Istituto Italiano di Tecnologia, Milano, Italy.ORCID https://orcid.org/0000-0002-0530-1924
Gabriele TulliiCenter For Nano Science and Technology, Istituto Italiano di Tecnologia, Milano, Italy.ORCID https://orcid.org/0000-0002-6595-3449
Aleksandr KhudiakovCenter For Cardiac Arrhythmias of Genetic Origin and Laboratory of Cardiovascular Genetics, Istituto Auxologico Italiano IRCCS, Milan, Italy.ORCID https://orcid.org/0000-0001-9214-0868
Cristiano BortolottiCenter For Nano Science and Technology, Istituto Italiano di Tecnologia, Milano, Italy.ORCID https://orcid.org/0009-0004-2121-0848
Shubham TanwarCenter For Nano Science and Technology, Istituto Italiano di Tecnologia, Milano, Italy.ORCID https://orcid.org/0000-0002-9418-2532
Peter J SchwartzCenter For Cardiac Arrhythmias of Genetic Origin and Laboratory of Cardiovascular Genetics, Istituto Auxologico Italiano IRCCS, Milan, Italy.ORCID https://orcid.org/0000-0003-0367-1048
Luca SalaCenter For Cardiac Arrhythmias of Genetic Origin and Laboratory of Cardiovascular Genetics, Istituto Auxologico Italiano IRCCS, Milan, Italy.ORCID https://orcid.org/0000-0002-4129-6632
Maria Rosa AntognazzaCenter For Nano Science and Technology, Istituto Italiano di Tecnologia, Milano, Italy.ORCID https://orcid.org/0000-0003-4599-2384
Mario CaironiCenter For Nano Science and Technology, Istituto Italiano di Tecnologia, Milano, Italy.ORCID https://orcid.org/0000-0002-0442-4439
Adrica KyndiahCenter For Nano Science and Technology, Istituto Italiano di Tecnologia, Milano, Italy.ORCID https://orcid.org/0000-0002-4668-6330

Funding

EU Horizon 2020 FETOPEN-2018-2020 Programme 828984EU Horizon 2020 FETOPEN-2018-2020 Programme LION-HEARTEDEuropean Research Council 803621European Research Council LINCEEuropean Union's Horizon-EIC-2022-PathfinderChallenges-01 IV-LAB 101115545FondazioneCARIPLO 2019-1691HORIZON-MSCA-2022-PF-01 PREPARENo.101105561Leducq Foundation for Cardiovascular Research 18CVD05Ministero dell'Università e della Ricerca; 'Piano Nazionale Complementare' CUPB53C22006720001Ministero dell'Università e della Ricerca; 'Piano Nazionale Complementare' PNC0000003NextGenerationEU-"Funding projects presented by young researchers" H45E22001210006
6 · The paper itself

Abstract

Organic bioelectronic transistors emerged as powerful tools for probing cellular electrophysiology, offering biocompatibility, mechanical softness, and operational stability in biological environments. Despite these advantages, device benchmarking focused so far exclusively on electrical figures of merit, leaving interfacial processes that contribute to signal recording fidelity largely unexplored. Poly[2-(3,3'-bis(2-(2-(2-methoxyethoxy)ethoxy)ethoxy)-[2,2'-bithiophen]-5-yl)thieno[3,2-b]thiophene] (p(g2T-TT)) is a model glycolated organic mixed ionic-electronic conductor, whose high transconductance and optimal volumetric field-effect behavior in physiological environment have been widely documented in Organic Electrochemical Transistor (OECT) configurations. Thus, p(g2T-TT)-based OECT was assessed as a promising candidate for recording action potentials (APs) from human induced pluripotent stem cell-derived cardiomyocytes (hiPSC-CMs). Surprisingly, although AP signal transduction was observed, the recorded AP waveforms failed to reproduce the expected morphology, especially when compared to signals recorded via poly(3-hexylthiophene-2,5-diyl) (P3HT)-based Electrolyte-Gated Field-Effect Transistors (EGOFETs). Immunofluorescence imaging revealed improved adhesion on P3HT with respect to p(g2T-TT), suggesting weaker cell-device coupling as the underlying limitation. Our results show that not all polymers combining biocompatibility and high electrical performance can transduce AP signals with high-fidelity. Instead, interfacial properties govern bioelectronic transduction and provide a foundation for the rational design of polymers and platforms enabling reliable in vitro cellular electrophysiology, with potential translation to in vivo applications.

Indexed as

Action PotentialsElectrolytesInduced Pluripotent Stem CellsPolymersTransistors, ElectronicHumansThiophenesElectrolytesPolymersThiophenescardiomyocytes action potentialselectrophysiologyorganic bioelectronicsprinted polymer transistor

Identifiers

PMID41677146
PMCPMC13248828

What OpenQuestion holds

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Registered trials

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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.