Evidence map›Paper›PMID 41958989›Full record

ArticlebioRxiv : the preprint server for biology2026

Photothermal Recycling Biosensing for Continuous, Sensitive Molecular Quantification.

Yongchen Tai, Yunshen Li, Wenting Wang, Yang Lu, Ziyan Qian, Mitchell Conover, Josef Neu, Carl Denard, Qiye Zheng, Jing Pan

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

10 authors.

Yongchen TaiDepartment of Mechanical and Aerospace Engineering, University of Florida, Gainesville, Florida, USA.ORCID 0009-0007-2789-6555
Yunshen LiDepartment of Mechanical and Aerospace Engineering, University of Florida, Gainesville, Florida, USA.
Wenting WangDepartment of Mechanical and Aerospace Engineering, University of Florida, Gainesville, Florida, USA.
Yang LuDepartment of Mechanical and Aerospace Engineering, Hong Kong University of Science and Technology, Hong Kong, China.
Ziyan QianDepartment of Mechanical and Aerospace Engineering, Hong Kong University of Science and Technology, Hong Kong, China.ORCID 0009-0006-8075-1729
Mitchell ConoverDepartment of Mechanical and Aerospace Engineering, University of Florida, Gainesville, Florida, USA.
Josef NeuDepartment of Pediatrics, University of Florida, Gainesville, Florida, USA.
Carl DenardDepartment of Chemical Engineering, University of Florida, Gainesville, Florida, USA.
Qiye ZhengDepartment of Mechanical and Aerospace Engineering, Hong Kong University of Science and Technology, Hong Kong, China.
Jing PanDepartment of Mechanical and Aerospace Engineering, University of Florida, Gainesville, Florida, USA.

Funding

Affinity Reagents and Sensor Platform Development for Blood Biochemical MonitoringR21EB031455 · NIBIB · UNIVERSITY OF FLORIDA · PI PAN, JING · 2022 to 2024
$549k
NIBIB NIH HHS R21 EB031455
6 · The paper itself

Abstract

Continuous biochemical sensing provides valuable insights into an individual's physiological state and the mechanisms underlying pathophysiological changes. However, most existing bioanalytical methods are not compatible with continuous biochemical sensing. A major technical challenge lies in achieving rapid measurement readouts while maintaining high specificity and sensitivity in complex biological fluids. Sensitive molecular detection typically requires slow analyte-binder dissociation and long incubation to reach equilibrium, whereas rapid and frequent measurements demand fast association-dissociation kinetics that are difficult to reconcile for low-abundance analytes. To address this challenge, we introduce a sensing mechanism termed photothermal recycling (PTR), which mimics the thermal cycling process in polymerase chain reaction. Using plasmonic photothermal effects, PTR rapidly recycles binders to enable frequent measurements. We demonstrate a digital PTR assay capable of multi-hour biochemical monitoring with sub-picomolar(pM) sensitivity in buffer, diluted serum, and saliva. This approach leverages localized thermal energy to dynamically modulate biomolecular recognition, offering a new bioanalytical paradigm for continuous biochemical sensing across diverse application settings.

Identifiers

PMID41958989
PMCPMC13060129

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LicenceCC BY
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Registered trials

None linked

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.