A Smart Photoswitchable Sensor for Differential Detection of Multiple Nucleotides In Two Photoswitchable States using Machine Learning Techniques

An azobenzene‐based tripodal sensor leverages the photoswitching property by undergoing reversible cis – trans photoisomerization where the two isomers of a sensor demonstrate differential binding affinities toward a series of biologically important nucleotides. This difference in binding behavior enables biologically important analytes, namely ATP, ADP, GTP, UMP, UTP, CTP, and inorganic phosphates to be detected and discriminated based on their interaction patterns with each isomeric form of the photoswitchable sensor, which can be reversibly tuned by light. The differential interactions of the two photoisomeric probes are clearly apparent based on their UV‐vis spectral responses, followed by the multivariate analysis of the spectral data in two and three dimensions. These results showcase the potential of the azobenzene‐based tripodal photoswitch that could double up as tunable molecular sensors upon photoisomerization, paving the way for their applications in biological sensing and analytical chemistry.

Authors

Institutions

Publication Details

Journal
Analysis & Sensing
Published
2025-09-02
DOI
https://doi.org/10.1002/anse.202500082
Citations
1
Primary Topic
Photochromic and Fluorescence Chemistry
Type
article
Field-Weighted Citation Impact
0.52

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

A Smart Photoswitchable Sensor for Differential Detection of Multiple Nucleotides In Two Photoswitchable States using Machine Learning Techniques

Sudeep Koppayithodi, Manik Lal Maity, Subhajit Bandyopadhyay, Md Sahanawaz
1 citations
Analysis & Sensing
Photochromic and Fluorescence Chemistry
0.52
article

A Smart Photoswitchable Sensor for Differential Detection of Multiple Nucleotides In Two Photoswitchable States using Machine Learning Techniques

Sudeep Koppayithodi, Manik Lal Maity, Subhajit Bandyopadhyay, Md Sahanawaz
article en
1 citations

Abstract

An azobenzene‐based tripodal sensor leverages the photoswitching property by undergoing reversible cis – trans photoisomerization where the two isomers of a sensor demonstrate differential binding affinities toward a series of biologically important nucleotides. This difference in binding behavior enables biologically important analytes, namely ATP, ADP, GTP, UMP, UTP, CTP, and inorganic phosphates to be detected and discriminated based on their interaction patterns with each isomeric form of the photoswitchable sensor, which can be reversibly tuned by light. The differential interactions of the two photoisomeric probes are clearly apparent based on their UV‐vis spectral responses, followed by the multivariate analysis of the spectral data in two and three dimensions. These results showcase the potential of the azobenzene‐based tripodal photoswitch that could double up as tunable molecular sensors upon photoisomerization, paving the way for their applications in biological sensing and analytical chemistry.

Analysis & SensingVol. 6(1)
Indian Institute of Science Education and Research Kolkata (IN)
Science and Engineering Research Board
Openalex Percentile: Top 34%
Photochromic and Fluorescence Chemistry
0.52
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

A Smart Photoswitchable Sensor for Differential Detection of Multiple Nucleotides In Two Photoswitchable States using Machine Learning Techniques — Sudeep Koppayithodi, Manik Lal Maity, et al. · Analysis & Sensing (2025) | TGRS Research Map | TGRS