Evidence map›Paper›PMID 41649486›Full record

ArticleACS sensors2026

Multiplexed Dark FRET Biosensors: An Accessible Live-Cell Platform for Target- and Cell-Specific Monitoring of Protein-Protein Interactions in 2D and 3D Model Systems.

Anthony R Braun, Elly E Liao, Nagamani Vunnam, Sophia Zafari, Noah Nathan Kochen, Marguerite Murray, Jonathan N Sachs

Abstract read
In one paragraph

Article in ACS sensors, 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. Review
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

7 authors.

Anthony R BraunDepartment of Biomedical Engineering, College of Science and Engineering, University of Minnesota, 7-105 Nils Hasselmo Hall, 312 Church St SE, Minneapolis, Minnesota 55455, United States.ORCID 0000-0002-9942-3390
Elly E LiaoDepartment of Biomedical Engineering, College of Science and Engineering, University of Minnesota, 7-105 Nils Hasselmo Hall, 312 Church St SE, Minneapolis, Minnesota 55455, United States.
Nagamani VunnamDepartment of Biomedical Engineering, College of Science and Engineering, University of Minnesota, 7-105 Nils Hasselmo Hall, 312 Church St SE, Minneapolis, Minnesota 55455, United States.ORCID 0000-0003-3915-1159
Sophia ZafariDepartment of Biomedical Engineering, College of Science and Engineering, University of Minnesota, 7-105 Nils Hasselmo Hall, 312 Church St SE, Minneapolis, Minnesota 55455, United States.
Noah Nathan KochenDepartment of Biomedical Engineering, College of Science and Engineering, University of Minnesota, 7-105 Nils Hasselmo Hall, 312 Church St SE, Minneapolis, Minnesota 55455, United States.
Marguerite MurrayDepartment of Biomedical Engineering, College of Science and Engineering, University of Minnesota, 7-105 Nils Hasselmo Hall, 312 Church St SE, Minneapolis, Minnesota 55455, United States.ORCID 0009-0008-7976-7058
Jonathan N SachsDepartment of Biomedical Engineering, College of Science and Engineering, University of Minnesota, 7-105 Nils Hasselmo Hall, 312 Church St SE, Minneapolis, Minnesota 55455, United States.ORCID 0000-0003-1403-5960

Funding

How alpha-Synuclein misfolding promotes tau pathology in ADRDR01NS117968 · NINDS · UNIVERSITY OF MINNESOTA · PI SACHS, JONATHAN N · 2020 to 2024
$2.3M
Advanced multiplexing technologies with innovative Dual-Channel Dark-FRET biosensors for dynamic monitoring of alpha-synuclein pathophysiology: From cellular to in vivo modelsR21AG089930 · NIA · UNIVERSITY OF MINNESOTA · PI SACHS, JONATHAN N · 2024 to 2025
$407k
NIA NIH HHS R21 AG089930NINDS NIH HHS R01 NS117968
6 · The paper itself

Abstract

Simultaneous monitoring of multiple protein-protein interactions in live cells remains a key challenge in biology and drug discovery. While multiplexed FRET enables parallel molecular readouts, existing approaches are often constrained by spectral overlap, complex instrumentation, or incompatibility with live-cell models. To overcome these limitations and increase accessibility to the broader biological community, we present multiplexed dark FRET (MDF), a genetically encoded platform that uses spectrally distinct donors (mNeonGreen, mScarlet-I3) paired with nonemissive acceptors (ShadowY, ShadowR). We first establish that MDF fluorophores exhibit minimal background FRET under co-expression, enabling clean separation of donor lifetimes under multiplexed conditions. Using fluorescence lifetime (FLT) detection, we demonstrate MDF's versatility through three biologically and translationally relevant examples: (1) cell-type-specific biosensing in organoids, as exemplified in 3D neuro-glial spheroids; (2) target specificity for drug discovery through discrimination of TNFR1 versus TNFR2 receptor conformations and selective FLT modulation by receptor-specific small molecules; and (3) protein misfolding, as exemplified through simultaneous monitoring of alpha-synuclein oligomerization and misfolding. We further show that MDF can be applied within a single cellular environment, demonstrating the feasibility of same-cell multiplexing under optimized transient transfection conditions. MDF provides a scalable framework for real-time, live-cell biosensing across high-throughput, target-specific, and tissue-level applications in complex biological systems.

Indexed as

Biosensing TechniquesFluorescence Resonance Energy TransferAnimalsHumansReceptors, Tumor Necrosis Factor, Type IReceptors, Tumor Necrosis Factor, Type I3D spheroid modelsdark acceptor biosensorsfluorescence lifetimehigh-throughput screeninglive-cell biosensorsmultiplexed FRET

Identifiers

PMID41649486
PMCPMC13179708

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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.