A wireless gas sensing system enabling real-time seafood freshness monitoring based on Ru-In2O3 microtubes with dual-enhanced sensitivity and selectivity

Abstract

The growing demand for seafood safety necessitates smart sensors with real-time monitoring capability for the biomarker triethylamine (TEA). However, it still faces tremendous challenges due to the limited sensitivity and selectivity of the sensing material. This study develops a topological transformation from a Ru-MIL-68 precursor to a Ru-doped In2O3 hollow hexagonal prism. These structural merits, including hierarchical porosity, uniform Ru dispersion, and abundant oxygen vacancies, endow this material with enhanced gas adsorption-diffusion kinetics and surface reactivity. The optimized Ru-In2O3-0.8 sensor exhibits exceptional TEA sensing performance: ultrahigh response (Ra/Rg = 493–100 ppm), fast recovery (τrec = 22 s), and a low detection limit (LOD = 11.3 ppb). Density functional theory calculations delineate that TEA binds preferentially to the Ru-In2O3 surface with a much larger adsorption energy than that of TEA on bare In2O3 or other gas molecules on Ru-In2O3, supporting the enhanced sensitivity and selectivity achieved by introducing Ru. Furthermore, a smart gas sensing system based on the Ru-In2O3-0.8 material demonstrates a real-time half-fin anchovy freshness monitoring application on mobile phones. This work not only proposes the structural modulations for exploration of advanced sensing materials but also guides the potential for real-time analysis, monitoring and diagnosis.

Graphical abstract: A wireless gas sensing system enabling real-time seafood freshness monitoring based on Ru-In2O3 microtubes with dual-enhanced sensitivity and selectivity

Supplementary files

Article information

Article type
Research Article
Submitted
27 Nov 2025
Accepted
09 Jan 2026
First published
11 Jan 2026
This article is Open Access
Creative Commons BY-NC license

Inorg. Chem. Front., 2026, Advance Article

A wireless gas sensing system enabling real-time seafood freshness monitoring based on Ru-In2O3 microtubes with dual-enhanced sensitivity and selectivity

X. Song, Y. Chen, J. Zhao, D. Liu, Z. Lv, Y. Wang, Z. Zuo, Y. Meng, F. Li, X. Wang and Z. Tan, Inorg. Chem. Front., 2026, Advance Article , DOI: 10.1039/D5QI02410B

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