White Light Transmission Spectroscopy for Rapid Quality Control Imperfection Identification in Nanoimprinted Surface-Enhanced Raman Spectroscopy Substrates

被引:0
|
作者
Hardy, Mike [1 ]
Chu, Hin On Martin [2 ,3 ]
Pauly, Serene [1 ,4 ]
Cavanagh, Katie F. [1 ,5 ]
Hill, BreandanJ. F. [1 ,6 ]
Wiggins, Jason [1 ]
Schilling, Alina [1 ]
Oppenheimer, Pola Goldberg [2 ,3 ]
Grover, Liam M. [3 ]
Winfield, Richard J. [7 ]
Scott, Jade N. [1 ]
Doherty, Matthew D. [8 ]
Mccarron, Ryan [8 ]
Hendren, William R. [1 ]
Dawson, Paul [8 ]
Bowman, Robert M. [1 ]
机构
[1] Queens Univ Belfast, Ctr Quantum Mat & Technol, Sch Math & Phys, Smart Nano NI, Belfast BT7, North Ireland
[2] Univ Birmingham, Sch Chem Engn, Adv Nanomat Struct & Applicat Labs, Birmingham B15 2TT, England
[3] Healthcare Technol Inst, Inst Translat Med, Birmingham B15 2TH, England
[4] Univ Glasgow, James Watt Sch Engn, Photon Integrat & Adv Data Storage CDT, Glasgow G12 8QQ, Scotland
[5] Yelo Ltd Co, Antrim BT38 8YF, Ireland
[6] Causeway Sensors Ltd, Belfast BT7 1NF, North Ireland
[7] Univ Coll Cork, Tyndall Natl Inst, Tyndall Micro Nano Elect, Cork T12 R5CP, Ireland
[8] Queens Univ Belfast, Ctr Nanostruct Media, Sch Math & Phys, Belfast BT7 1NN, North Ireland
来源
ACS MEASUREMENT SCIENCE AU | 2025年
基金
英国惠康基金;
关键词
nanoimprint lithography; surface-enhancedraman spectroscopy; biosensing; white light transmission; custom-builtoptics; machine learning; nanothermal measurements; SCATTERING; NANOSTRUCTURES; ASSAY;
D O I
10.1021/acsmeasuresciau.5c00003
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Miniaturized biomedical sensor development requires improvements in lithographic processes in terms of cost and scalability. Of particular promise is nanoimprint lithography (NIL), but this can suffer from a lack of high-fidelity pattern reproducibility between master and imprinted substrates. Herein, we present a multidisciplinary investigation into gold- and iron-coated NIL sensors including custom optics and spectroscopy, scanning probe microscopy, and data analysis insights. Polyurethane NIL-made nanodome arrays were interrogated with white light transmission spectroscopy, coupled with principal component analysis (PCA) to investigate potential offsets in the photon-substrate plane interaction angle, an imperfection in NIL substrates. Large-angle mismatches (2-10 degrees) were found to be easily discernible by PCA with statistically significant differences (p = 0.05). Unexpected dips in some spectra are postulated to be due to interacting localized and propagating plasmon polaritons, which is supported with a coupled two-oscillator model. General insights are made regarding the interpretation of PCA loadings, which should be related to physical phenomena, and where maximum variance is not necessarily the most meaningful criterion. Smaller angles (<1 degrees) show no significant differences with overlapping confidence intervals in PCA space. Surface-enhanced Raman spectroscopy (SERS) measurements on gold-coated nanodomes returned relative standard deviations of 6-10% via analysis of gelatin, which is of interest as a nasal lining approximation. Interestingly, nanodomes coated in iron produced small, but useful SERS enhancements, which was subsequently interrogated via scanning thermal probe microscopy showing temperature increases of up to 5 degrees C over the area of one nanostructure (similar to 1 mu m(2)). Nanostructures remained intact despite the surprising large local temperature increase relative to a gold-coated comparison sample (similar to 2 degrees C). The current study provides a framework for the rapid and accurate quality control assessment of imperfections in NIL-produced nanostructures for sensing applications in SERS and surface plasmon resonance, which may need precisely fabricated nanostructures.
引用
收藏
页码:250 / 263
页数:14
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