Chemically Selective Nanoelectrode Arrays for Real-Time, Parallel Neurotransmitter and Electrical Recording.
Overview
- Aiiso Yufeng Li Family Department of Chemical and Nano Engineering, University of California San Diego, La Jolla, California, USA
- Shu Chien‐Gene Lay Department of Bioengineering, University of California San Diego, La Jolla, California, USA
- Chan Zuckerberg Biohub Chicago, Chicago, Illinois, USA
- Department of Chemistry and Biochemistry, Brigham Young University, Provo, Utah, USA
- Department of Cellular Neurobiology, The Salk Institute for Biological Studies, La Jolla, California, USA
Abstract
Electrical activity and neurotransmitter release are tightly coupled in neurons, but co‐registered measurements of both modalities from the same subcellular site in real time have remained difficult. Bridging this gap is essential for linking single‐cell processing to network dynamics and for enabling closed‐loop neural interfaces. Here, we introduce Graph‐nanoelectrode arrays (NEAs), graphite‐modified nano‐electrode arrays that unify intracellular‐like electrophysiology with electrochemical neurotransmitter sensing. Graph‐NEAs record supra‐ and sub‐threshold electrical activity together with dopamine release currents from sub‐neuronal locations in live neuron‐like networks, with high sensitivity, selectivity, and stability. Using a single multimodal setup, we validate chemical readouts against calcium imaging and electrical signals and show that dopamine dynamics closely track sub‐threshold electrical activity across seconds with electrical stimulation or potassium chloride, and across minutes with vesicular transporter inhibition by reserpine. We further recapitulate Parkinson's‐relevant oxidative stress through chronic glutathione depletion using buthionine sulfoximine or prolonged iron exposure. An optical synaptic vesicle assay confirms that the chemical currents originate from neurotransmitter release at the cell–nanoelectrode interface. By unifying chemical and electrical sensing within the same nanoscale platform, Graph‐NEAs establish a new paradigm for multimodal neural recording with applications in closed‐loop neuromodulation, disease modelling, drug discovery, and neuromorphic engineering.
Reproduced under the paper's license (CC BY), from the paper cited above.
Code
No file of the authors' code could be read here: it is described below, and read at its source.
Bionelab
Availability: 1 check, the latest on 30 September 2026: the link answers (HTTP 200)
- 30 September 2026: the link answers (HTTP 200)
The paper's code and data availability statement is in the Data section.
Tracing map
Proposed by the machine: these links were found in the paper and verified at the source, without human review. The map will receive a Zenodo DOI once one of the paper's authors has validated it with their ORCID.
What the map holds:
- 1 repository of the authors' code, each at its verified commit, with its license and how the link was found in the paper;
- 0 scripts, each with its path and the digest of its content;
- no match between paragraphs and code yet;
- neither the text of the paper nor the code itself.
Its JSON (tracing-map.json) is deposited on Zenodo with its DOI once the map is validated.
Data
No dataset and no data link were found in the paper.
Data Availability Statement
All data and code will be made readily available at our lab's Github at https://
Reproduced under the paper's license (CC BY), from the paper cited above.
Versions
The history of this record: each version stored by the harvester or made by a correction of its authors or of the maintainers of its code, and what changed in its facts. The texts of the paper (its abstract, its availability statements) are not part of it; versions that changed only those are not listed.
Version 1, 30 September 2026: the first record
Recorded: type, language, journal, volume, issue, pages, dates, 14 authors, 1 funder, 82 references.
Cite
This paper
Shukla, S., Chang, A., Tahir, A., Khan, M. I., Reynoso, M., Pham, A., Dugas, Y., McGregor, I., Dar, N. J., Mallari, N. S. D., Meganathan, D. P., Woolley, A. T., Wang, J., & Jahed, Z. (2026). Chemically Selective Nanoelectrode Arrays for Real-Time, Parallel Neurotransmitter and Electrical Recording. Small science, 6(4), e70249. https://
BibTeX
@article{shukla2026chemi
author = {Shukla, Shivani and Chang, An‐Yi and Tahir, Anum and Khan, Muhammad Inam and Reynoso, Maria and Pham, Ashley and Dugas, Yuma and McGregor, Ian and Dar, Nawab John and Mallari, Noel Sebastien D and Meganathan, Dhivya Pushpa and Woolley, Adam T and Wang, Joseph and Jahed, Zeinab},
title = {{Chemically Selective Nanoelectrode Arrays for Real-Time, Parallel Neurotransmitter and Electrical Recording}},
journal = {Small science},
year = {2026},
month = mar,
volume = {6},
number = {4},
pages = {e70249},
publisher = {Wiley},
issn = {2688-4046},
doi = {10.1002/
url = {https://
pmid = {42112469},
pmcid = {PMC13154913}
}
RIS
TY - JOUR
AU - Shukla, Shivani
AU - Chang, An‐Yi
AU - Tahir, Anum
AU - Khan, Muhammad Inam
AU - Reynoso, Maria
AU - Pham, Ashley
AU - Dugas, Yuma
AU - McGregor, Ian
AU - Dar, Nawab John
AU - Mallari, Noel Sebastien D
AU - Meganathan, Dhivya Pushpa
AU - Woolley, Adam T
AU - Wang, Joseph
AU - Jahed, Zeinab
TI - Chemically Selective Nanoelectrode Arrays for Real-Time, Parallel Neurotransmitter and Electrical Recording
T2 - Small science
J2 - Small Sci
PY - 2026
DA - 2026/
VL - 6
IS - 4
SP - e70249
SN - 2688-4046
PB - Wiley
DO - 10.1002/
UR - https://
LA - en
ER -
CSL-JSON
{
"id": "10.1002/
"type": "article-journal",
"title": "Chemically Selective Nanoelectrode Arrays for Real-Time, Parallel Neurotransmitter and Electrical Recording",
"container-title": "Small science",
"author": [
{
"family": "Shukla",
"given": "Shivani"
},
{
"family": "Chang",
"given": "An‐Yi"
},
{
"family": "Tahir",
"given": "Anum"
},
{
"family": "Khan",
"given": "Muhammad Inam"
},
{
"family": "Reynoso",
"given": "Maria"
},
{
"family": "Pham",
"given": "Ashley"
},
{
"family": "Dugas",
"given": "Yuma"
},
{
"family": "McGregor",
"given": "Ian"
},
{
"family": "Dar",
"given": "Nawab John"
},
{
"family": "Mallari",
"given": "Noel Sebastien D"
},
{
"family": "Meganathan",
"given": "Dhivya Pushpa"
},
{
"family": "Woolley",
"given": "Adam T"
},
{
"family": "Wang",
"given": "Joseph"
},
{
"family": "Jahed",
"given": "Zeinab"
}
],
"container-title-short":
"volume": "6",
"issue": "4",
"page": "e70249",
"DOI": "10.1002/
"PMID": "42112469",
"PMCID": "PMC13154913",
"ISSN": "2688-4046",
"publisher": "Wiley",
"URL": "https://
"language": "en",
"issued": {
"date-parts": [
[
2026,
3,
28
]
]
}
}
The tracing map gets a citation of its own once an author has validated it and it has a DOI.
Similar papers
The papers with a page that share the most with this one: the tools found in their code, their categories, datasets, cited references and authors, the rarest counting most.
- [1] doi:10.1038/s41467-024-55571-6 [code]
- Intelligent in-cell electrophysiology: Reconstructing intracellular action potentials using a physics-informed deep learning model trained on nanoelectrode array recordings.Journal: Nature communicationsIn common: 3 references, author Zeinab Jahed
- [2] doi:10.1002/advs.202510822 [code]
- How Neuromorphic Microstructures Control In Vitro Early-Stage Neuronal Outgrowth.Journal: Advanced science (Weinheim, Baden-Wurttemberg, Germany)In common: 5 references
- [3] doi:10.1038/s41551-023-01095-1
- In-ear integrated sensor array for the continuous monitoring of brain activity and of lactate in sweat.Journal: Nature biomedical engineeringIn common: author Joseph Wang
- [4] doi:10.1093/narmme/ugae007
- ATM-mediated co-chaperone DNAJB11 phosphorylation facilitates α-synuclein folding upon DNA double-stranded breaks.Journal: NAR molecular medicineIn common: cellular / molecular, 3 references
- [5] doi:10.1007/s12035-022-02949-6
- TOP2B Is Required to Maintain the Adrenergic Neural Phenotype and for ATRA-Induced Differentiation of SH-SY5Y Neuroblastoma Cells.Journal: Molecular neurobiologyIn common: cellular / molecular, 2 references
- [6] doi:10.3390/toxics13090772
- Exposure to Bisphenol S and Bisphenol F Alters Gene Networks Related to Protein Translation and Neuroinflammation in SH-SY5Y Human Neuroblastoma Cells.Journal: ToxicsIn common: cellular / molecular, 2 references
- [7] doi:10.1111/febs.17408
- Transcriptome-wide alternative mRNA splicing analysis reveals post-transcriptional regulation of neuronal differentiation.Journal: The FEBS journalIn common: cellular / molecular, 2 references
- [8] doi:10.1038/s41531-025-00916-1 [code]
- Midbrain and pallidal iron changes identify patients with REM sleep behaviour disorder and Parkinson's disease.Journal: NPJ Parkinson's diseaseIn common: 2 references
- [9] doi:10.1371/journal.pone.0300168
- FABP5-binding lipids regulate autophagy in differentiated SH-SY5Y cells.Journal: PloS oneIn common: cellular / molecular, 2 references
- [10] doi:10.1016/j.celrep.2022.111293
- RBM45 is an m<sup>6</
sup>A-binding protein that affects neuronal differentiation and the splicing of a subset of mRNAs. Journal: Cell reportsIn common: cellular / molecular, 2 references
Contribute
The authors of this paper can claim it, correct its record and validate its tracing map, and the maintainers of its code (its owner, or a public member of its organization) correct what it says of their repository; anyone signed in can ask for its removal. Every request goes to OSCR's own machine, which answers it; your account page follows them.
Sign in with ORCID to claim this paper as one of its authors, correct its record or validate its tracing map: when the paper's metadata lists your ORCID iD, you are recognized at once. Maintainers of its code: sign in with GitHub, then claim the repository on your account page.
Claim this paper
Correct its record
Say what each link of this record is, remove the ones that are not the paper's, add the ones that are missing. The correction becomes a new version of the record, in its Versions section.
Validate its tracing map
You validate the map as this page shows it: 1 repository of the authors' code, each at its verified commit and with its license, 0 scripts, and 0 matches between paragraphs and code (see the Code and Map sections). It then receives a DOI on Zenodo, with you (your ORCID iD) and OSCR as its creators; the code itself is not deposited.
The map's fingerprint: sha256:d6e9318d88893b0c…
Add the badge to the code's README
If you are an author or a maintainer of this paper's code, you can add this badge. It says what OSCR knows of the paper (its code, its validated tracing map) and links the code to this page. Paste one of these snippets under the README's title. Keep the two marks around it, so that the badge can be replaced in place and is never added twice. OSCR changes nothing in your repository.
Markdown
<!-- oscr-badge:start -->
[](https://openscicode.org/badge/doi/10.1002/smsc.70249)
<!-- oscr-badge:end -->reStructuredText
.. oscr-badge:start
.. image:: https://openscicode.org/badge/doi/10.1002/smsc.70249.svg
:target: https://openscicode.org/badge/doi/10.1002/smsc.70249
:alt: OSCR
.. oscr-badge:endHTML
<!-- oscr-badge:start -->
<a href="https://openscicode.org/badge/doi/10.1002/smsc.70249"><img src="https://openscicode.org/badge/doi/10.1002/smsc.70249.svg" alt="OSCR"></a>
<!-- oscr-badge:end -->If you choose to, you can have the badge kept up to date for you, with oscr badge --write from the command line or with the GitHub Action in your repository's workflows. Every other form and option (a card, AsciiDoc, LaTeX, shields.io) is on the badge page.
Request its removal
To ask OSCR to remove this record, the copies of its authors' scripts or its tracing map, use the removal request page: signed in, you say who you are, what to remove and why, then review and confirm the request. Published rules decide every request (how).
Discussion, reproductions, activity
Discussion: code errors and mismatches between the code and the paper about this paper and its code, from readers and its authors, beside the paper and its tracing map.
Report a mismatch between the code and the paper · Report a code error (signed in)
Reproductions: reports from readers who ran the authors' code and did not get the paper's result, what they ran, with which environment, commit and data.
Report a reproduction failure (signed in)
Versions of its code: the releases of its code tied to a version of this paper (the preprint, the accepted manuscript, the version of record…), each with the tracing map versioned with it.
Activity: what happens around this paper: new versions of its record, its map's validation, discussions and reproductions. It opens with sign-in.
