Evidence map›Paper›PMID 40809981›Full record

ArticleBiomedical optics express2025

Quantifying uncertainty in phasor-based time-domain fluorescence lifetime imaging microscopy.

Qinyi Chen, Jongchan Park, Shuqi Mu, Liang Gao

Abstract read
In one paragraph

Article in Biomedical optics express, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
  2. Review
  3. Article
  4. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

4 authors.

Qinyi ChenDepartment of Bioengineering, University of California, Los Angeles, California 90095, USA.
Jongchan ParkDepartment of Bioengineering, University of California, Los Angeles, California 90095, USA.ORCID https://orcid.org/0000-0002-0999-6778
Shuqi MuDepartment of Bioengineering, University of California, Los Angeles, California 90095, USA.ORCID https://orcid.org/0000-0001-8349-0073
Liang GaoDepartment of Bioengineering, University of California, Los Angeles, California 90095, USA.

Funding

Ultrafast BioimagingR35GM128761 · NIGMS · UNIVERSITY OF ILLINOIS AT URBANA-CHAMPAIGN · PI Liang Gao · 2018 to 2026
$3.2M
Kilohertz volumetric imaging of neuronal action potentials in awake behaving miceRF1NS128488 · NINDS · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI GAO, LIANG, GOLSHANI, PEYMAN · 2022 to 2022
$1.6M
NIGMS NIH HHS R35 GM128761NINDS NIH HHS RF1 NS128488
6 · The paper itself

Abstract

The phasor approach to time-domain fluorescence lifetime imaging microscopy (FLIM) offers a powerful, fit-free method for analyzing complex fluorescence decay signals. However, its quantitative accuracy is fundamentally limited by noise-particularly photon shot noise-which introduces variability and deviations in lifetime estimation and fluorophore unmixing. In this study, we present a theoretical uncertainty model for phasor-based time-domain FLIM that analytically captures the propagation of shot noise and quantifies its impact on phasor coordinates and fluorophore weight estimation. We validate the model using Monte Carlo simulations and experimental data acquired from standard fluorescent dyes and biological tissue samples. Our model improves the overall reliability and efficiency of phasor-based time-domain FLIM, particularly in photon-limited imaging applications.

Identifiers

PMID40809981
PMCPMC12339335

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.