Superhydrophobic micro-structural substrate for renal cell carcinoma detection using LIBS-FTIR dual-spectra.

Authors

Wenjing Chen, Weihua Huang, Fang Li, Lianbo Guo

Published in

Analytica chimica acta. Volume 1423. Pages 346151. Nov 15, 2026. Epub Aug 26, 2026.

Abstract

Liquid biopsy coupled with optical spectroscopy holds immense potential for disease screening. Specifically, laser-induced breakdown spectroscopy (LIBS) and fourier transform infrared spectroscopy (FTIR) provide rapid, complementary insight into elemental and molecular profiles. During biofluid drying, the "coffee-ring effect" (CRE) produces an uneven solute deposit, causing large fluctuations in LIBS signals. FTIR molecular features are generally less affected by this heterogeneity. We therefore designed a superhydrophobic SiO₂NPs@Si-microgroove and combined it with a multimodal CNN for renal cell carcinoma (RCC) detection. The substrate confined the urine droplet during drying, improved deposit uniformity, and enhanced LIBS measurement repeatability, reducing the relative standard deviation (RSD) of representative emission signals to approximately 10%. By combining the more reproducible LIBS measurements with complementary FTIR data, the CNN model achieved an Accuracy (ACC) of 99.22% for RCC detection. This work offers a novel approach for the standardized, intelligent, and precise analysis of future biofluids.

PMID:
42838663
Bibliographic data and abstract were imported from PubMed on 07 Oct 2026.

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