OSCR

Fluorescent protein ticker tape (FPTT): Multiplexed recording of transcriptional dynamics in living cells and in vivo.

Overview

Authors: Zhuoyuan Li1, Tianning Liu2,3,4, Yangdong Wang2,3,4, Mingqi Xie2,3,4,5,6, Kiryl D. Piatkevich7,2,3,4
  1. School of Mathematical Sciences, Peking University, Beijing, China
  2. School of Life Sciences, Westlake University, Hangzhou, China
  3. Westlake Laboratory of Life Sciences and Biomedicine, Hangzhou, China
  4. Institute of Basic Medical Sciences, Westlake Institute for Advanced Study, Hangzhou, China
  5. Key Laboratory of Growth Regulation and Translational Research of Zhejiang Province, School of Medicine and School of Life Sciences, Westlake University, Hangzhou, Zhejiang 310024, China
  6. School of Engineering, Westlake University, Hangzhou, Zhejiang 310030, China
  7. College of Life Sciences, Zhejiang University, Hangzhou, China
Institutions: Peking University (China); Westlake University (China); Zhejiang University (China)
Journal: Science advances, volume 12, issue 36, article eaef9406
Dates: received 29 January 2026; accepted 29 July 2026; published online 2 September 2026; in print September 2026
Type: Research article · Language: English
License: CC BY-NC
Identifiers: DOI 10.1126/sciadv.aef9406 · PMID 42685187 · PMCID PMC13537258 · OpenAlex W7170144518
Open access: gold, a free copy (OpenAlex)
Status: code verified
Categories: human (organism), mouse (organism), cellular / molecular (subfield)
Methods: Spectral & time-frequency, Evoked potentials, Single-unit activity, calcium imaging, Physiology & signal measures
MeSH: Transcription, Genetic*, Animals, Cyclic AMP, Hippocampus, Humans, Mice, Neurons, NF-kappa B, NFATC Transcription Factors, Signal Transduction, STAT3 Transcription Factor, TOR Serine-Threonine Kinases (* major topic)
Journal subjects: Biomedicine and Life Sciences, Synthetic Biology, Systems Biology
Topic: Advanced Biosensing Techniques and Applications (Molecular Biology, Biochemistry, Genetics and Molecular Biology), according to OpenAlex
Funding: National Natural Science Foundation of China (32530063, 32571589, W2432024); Foundation of Westlake University (startup funding); Westlake Laboratory of Life Sciences and Biomedicine
Citations: not cited yet (Europe PMC); 87 references in the paper

Abstract

Recording and real-time imaging of promoter activities are critical for deciphering signaling cross-talk, but technologies for simultaneously capturing multiple transient events in living cells are lacking. Here, we design fluorescent protein–based ticker tapes (FPTT) for multiplexed, scalable, longitudinal recording of single-cell physiological activities by integrating multispectral monomeric fluorescent proteins with self-assembling protein fibers. FPTT logged dose-dependent, reversible endogenous cFos transcriptional histories in hippocampal neurons at 3-hour resolution over 8 days. We engineered FPTT variants for human nuclear factor κB (NF-κB), Janus kinase/signal transducer and activator of transcription 3 (STAT3), mechanistic target of rapamycin (mTOR), nuclear factor of activated T cells (NFAT), and adenosine 3′,5′-monophosphate (cAMP) signaling. This expanded toolset enabled quantification of cFos and NF-κB cross-talk in neurons, tracking of STAT3/cAMP dynamics during mouse liver injury, discovery of unexpected NFAT/STAT3 cross-talk, and characterization of cell cycle–dependent oscillating mTOR dynamics. Last, we achieved simultaneous analysis of four major pathways during T cell activation. FPTT provides a versatile platform to investigate transcriptional histories and signaling interplay, with broad applications in developmental biology and disease modeling.

Reproduced under the paper's license (CC BY-NC), 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.

Zenodo 20259137

License: CC-BY-4.0
State: the link answers, verified on 26 September 2026
Evidence: files inventoried
Size: 15 files
Software Heritage: not checked
Found in: “Data, code, and materials availability:”
Not found: README, license file, CITATION.cff, environment file, tests, continuous integration, documentation
Availability: 1 check, the latest on 26 September 2026: the link answers (HTTP 200)
  • 26 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, code, and materials availability

All data and code needed to evaluate and reproduce the results in the paper are present in the paper and/or the Supplementary Materials. Raw image files with metadata, source data, raw RNA-seq datasets, and custom VBA macro scripts are publicly accessible on Zenodo (https://doi.org/10.5281/zenodo.20259137). All plasmids used in this study can be obtained from WeKwikGene (https://wekwikgene.wllsb.edu.cn/publications/0000470) under standard material transfer agreement.

Reproduced under the paper's license (CC BY-NC), 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, 27 September 2026: the first record

Recorded: type, language, journal, volume, issue, pages, dates, 5 authors, 12 MeSH terms, 3 funders, 86 references.

Cite

This paper

Li, Z., Liu, T., Wang, Y., Xie, M., & Piatkevich, K. D. (2026). Fluorescent protein ticker tape (FPTT): Multiplexed recording of transcriptional dynamics in living cells and in vivo. Science advances, 12(36), eaef9406. https://doi.org/10.1126/sciadv.aef9406

BibTeX

@article{li2026fluorescent,
author = {Li, Zhuoyuan and Liu, Tianning and Wang, Yangdong and Xie, Mingqi and Piatkevich, Kiryl D.},
title = {{Fluorescent protein ticker tape (FPTT): Multiplexed recording of transcriptional dynamics in living cells and in vivo}},
journal = {Science advances},
year = {2026},
month = sep,
volume = {12},
number = {36},
pages = {eaef9406},
publisher = {American Association for the Advancement of Science},
issn = {2375-2548},
doi = {10.1126/sciadv.aef9406},
url = {https://doi.org/10.1126/sciadv.aef9406},
pmid = {42685187},
pmcid = {PMC13537258}
}

RIS

TY - JOUR
AU - Li, Zhuoyuan
AU - Liu, Tianning
AU - Wang, Yangdong
AU - Xie, Mingqi
AU - Piatkevich, Kiryl D.
TI - Fluorescent protein ticker tape (FPTT): Multiplexed recording of transcriptional dynamics in living cells and in vivo
T2 - Science advances
J2 - Sci Adv
PY - 2026
DA - 2026/09/02
VL - 12
IS - 36
SP - eaef9406
SN - 2375-2548
PB - American Association for the Advancement of Science
DO - 10.1126/sciadv.aef9406
UR - https://doi.org/10.1126/sciadv.aef9406
LA - en
ER -

CSL-JSON

{
"id": "10.1126/sciadv.aef9406",
"type": "article-journal",
"title": "Fluorescent protein ticker tape (FPTT): Multiplexed recording of transcriptional dynamics in living cells and in vivo",
"container-title": "Science advances",
"author": [
{
"family": "Li",
"given": "Zhuoyuan"
},
{
"family": "Liu",
"given": "Tianning"
},
{
"family": "Wang",
"given": "Yangdong"
},
{
"family": "Xie",
"given": "Mingqi"
},
{
"family": "Piatkevich",
"given": "Kiryl D."
}
],
"container-title-short": "Sci Adv",
"volume": "12",
"issue": "36",
"page": "eaef9406",
"DOI": "10.1126/sciadv.aef9406",
"PMID": "42685187",
"PMCID": "PMC13537258",
"ISSN": "2375-2548",
"publisher": "American Association for the Advancement of Science",
"URL": "https://doi.org/10.1126/sciadv.aef9406",
"language": "en",
"issued": {
"date-parts": [
[
2026,
9,
2
]
]
}
}

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:10.1016/j.crmeth.2026.101471 [code]
Development of far-red fluorescent proteins for temporal domain multiplexing and super-resolution imaging.
Journal: Cell reports methods
In common: mouse, cellular / molecular, author Kiryl D. Piatkevich
[2] doi:10.1186/s12864-026-12987-2 [code]
scTrends: automated classification and strength quantification of gene expression trends along pseudotime in single-cell RNA-seq.
Journal: BMC genomics
In common: mouse, cellular / molecular, 1 reference
[3] doi:10.1038/s41467-026-73726-5
Brain FGF2 and NCAM1 contribute to FGFR1-dependent progression of estrogen receptor-positive breast cancer brain metastases.
Journal: Nature communications
In common: mouse, cellular / molecular, 1 reference
[4] doi:10.1038/s41467-026-74722-5 [code]
Covalent pan-TEAD inhibitors block YAP activity and demonstrate brain penetrance in a Hippo-dependent cancer model.
Journal: Nature communications
In common: mouse, cellular / molecular, 1 reference
[5] doi:10.1038/s41467-026-74000-4 [code]
ArchVelo: archetypal velocity modeling for single-cell multi-omic trajectories.
Journal: Nature communications
In common: mouse, cellular / molecular, 1 reference
[6] doi:10.1242/bio.062414
Autophagic flux blockade under hypocapnia reveals CO2-sensitive regulation of autophagy-lysosome homeostasis.
Journal: Biology open
In common: cellular / molecular, 1 reference
[7] doi:10.1186/s12987-026-00825-2
Acute amyloid-β exposure disrupts insulin signaling in hCMEC/D3 blood-brain barrier endothelial cells.
Journal: Fluids and barriers of the CNS
In common: cellular / molecular, 1 reference
[8] doi:10.1038/s41467-026-72823-9
Catecholaminergic neurons boost fibroblast osteogenic activity in keloid.
Journal: Nature communications
In common: cellular / molecular, 1 reference
[9] doi:10.1016/j.nbd.2026.107379 [code]
DYRK1A and Parkinson's disease, facts and hypotheses.
Journal: Neurobiology of disease
In common: cellular / molecular, 1 reference
[10] doi:10.1186/s12929-026-01249-8
β-Sitosterol β-D-glucoside (BSSG) triggers intestinal inflammation in zebrafish and mouse models prior to neurodegeneration onset.
Journal: Journal of biomedical science
In common: mouse, cellular / molecular, 1 reference

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.

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: questions and error reports about this paper and its code, from signed-in readers and its authors. It opens with sign-in.

Reproductions: reports from readers who ran the authors' code: what they reproduced, with which environment, commit and data. It opens with sign-in.

Activity: what happens around this paper: new versions of its record, its map's validation, discussions and reproductions. It opens with sign-in.