Abstract
Today’s advancements in technology in modern-day life have substantially raised the significance of surface plasmon resonance (SPR) sensors. In order to enhance the sensor’s performance, experts are now focused on developing a SPR biomedical sensor that integrates a prism with a thin nanocomposite layer. The proposed SPR biosensor has been built with silver, BaTiO3, and 2D layering of materials (MoSe2/WS2) for the purpose to identifying skin and breast cancer cells. In this analysis, the attenuated total reflection (ATR) technique of SPR is used for the detection of skin cancer (basal cell) and breast cancer cells (MM-231 and MCF-7) to evaluate the results. It is being observed that by utilizing two metallic silver coatings with a thickness of 50 nm and 10 nm. The effectiveness of the device can be improved with two layers of WS2 (each of 0.5 nm) and two layers of BaTiO3 (each of 5 nm); the highest sensitivity can be achieved in the case of skin cancer. The numerical findings show that the basal cell’s highest sensitivity is 253.5 (°/RIU) and breast (MM-231 and MCF-7) cancer cells are 309.2857°/RIU and 295.71°/RIU. The figure of merit (FoM), detection accuracy (DA), and signal-to-noise ratio (SNR) are 146.11 (RIU−1), 0.576 (degree−1), and 2.922, respectively, for basal cells, and for breast cancer, 255.66 (RIU−1), 0.829 (degree−1), and 3.59 are realized. Lastly, the numerical outcomes derived in this manuscript revealed a high degree of sensitivity and FoM compared to those of previous research studies.
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Data underlying the results presented in this paper are not publicly available at this time but may be obtained from the authors upon reasonable request.
References
Gwon HR, Lee SH (2010) Spectral and angular responses of surface plasmon resonance based on the Kretschmann prism configuration. Mater Trans 51:1150–1155. https://doi.org/10.2320/MATERTRANS.M2010003
Kamran M, Faryad M (2019) Plasmonic sensor using a combination of grating and prism couplings. Plasmonics 14:791–798. https://doi.org/10.1007/S11468-018-0859-3/METRICS
Raghuwanshi SK, Kumar S (Physics professor), Singh Y 2D materials for surface plasmon resonance-based sensors
Yadav A, Kumar A, Sharan P et al (2022) Sensitivity enhancement of a plasmonic biosensor for urine glucose detection by employing black phosphorous. JOSAB 39:200. https://doi.org/10.1364/JOSAB.444838
AlaguVibisha G, Nayak JK, Maheswari P et al (2020) Sensitivity enhancement of surface plasmon resonance sensor using hybrid configuration of 2D materials over bimetallic layer of Cu–Ni. Opt Commun 463:125337. https://doi.org/10.1016/J.OPTCOM.2020.125337
Choi W, Cho MY, Konar A et al (2012) High-detectivity multilayer MoS(2) phototransistors with spectral response from ultraviolet to infrared. Adv Mater 24:5832–5836. https://doi.org/10.1002/ADMA.201201909
Kumar V, Raghuwanshi SK, Kumar S (2022) Recent advances in carbon nanomaterials based SPR sensor for biomolecules and gas detection—a review. IEEE Sens J 22:15661–15672. https://doi.org/10.1109/JSEN.2022.3191042
Kumar V, Raghuwanshi SK, Kumar S (2022) Advances in nanocomposite thin-film-based optical fiber sensors for environmental health monitoring — a review. IEEE Sens J 22:14696–14707. https://doi.org/10.1109/JSEN.2022.3185004
Jayanthi VSPKSA, Das AB, Saxena U (2017) Recent advances in biosensor development for the detection of cancer biomarkers. Biosens Bioelectron 91:15–23. https://doi.org/10.1016/J.BIOS.2016.12.014
Ramola A, Marwaha A, Singh S (2021) Design and investigation of a dedicated PCF SPR biosensor for CANCER exposure employing external sensing. ApPhA 127:643. https://doi.org/10.1007/S00339-021-04785-2
Altintas Z, Uludag Y, Gurbuz Y, Tothill IE (2011) Surface plasmon resonance based immunosensor for the detection of the cancer biomarker carcinoembryonic antigen. Talanta 86:377–383. https://doi.org/10.1016/J.TALANTA.2011.09.031
Mark HFL, Feldman D, Das S et al (1999) HER-2/neu oncogene amplification in cervical cancer studied by fluorescent in situ hybridization. Genet Test 3:237–242. https://doi.org/10.1089/GTE.1999.3.237
Yasli A (2021) Cancer detection with surface plasmon resonance-based photonic crystal fiber biosensor. Plasmonics 16:1605–1612. https://doi.org/10.1007/S11468-021-01425-6
Sun D, Ran Y, Wang G (2017) Label-free detection of cancer biomarkers using an in-line taper fiber-optic interferometer and a fiber Bragg grating. Sensors 17:2559. https://doi.org/10.3390/S17112559
Chopra H, Kaler RS, Painam B (2016) Photonic crystal waveguide-based biosensor for detection of diseases. 101117/1JNP10036011 10:036011. https://doi.org/10.1117/1.JNP.10.036011
Sani MH, Khosroabadi S (2020) A novel design and analysis of high-sensitivity biosensor based on nano-cavity for detection of blood component, diabetes, cancer and glucose concentration. IEEE Sens J 20:7161–7168. https://doi.org/10.1109/JSEN.2020.2964114
Yaroslavsky AN, Patel R, Salomatina E et al (2012) High-contrast mapping of basal cell carcinomas. Opt Lett 37:644. https://doi.org/10.1364/OL.37.000644
Ouyang Q, Zeng S, Jiang L et al (2016) (2016) Sensitivity enhancement of transition metal dichalcogenides/silicon nanostructure-based surface plasmon resonance biosensor. Sci Reports 61(6):1–13. https://doi.org/10.1038/srep28190
Shushama KN, Rana MM, Inum R, Hossain MB (2017) Sensitivity enhancement of graphene coated surface plasmon resonance biosensor. Opt Quantum Electron 49. https://doi.org/10.1007/S11082-017-1216-Z
Hossain B, Paul AK, Islam MA et al (2022) A highly sensitive surface plasmon resonance biosensor using SnSe allotrope and heterostructure of BlueP/MoS2 for cancerous cell detection. Optik (Stuttg) 252:168506. https://doi.org/10.1016/J.IJLEO.2021.168506
Kushwaha AS, Kumar A, Kumar R, Srivastava SK (2018) A study of surface plasmon resonance (SPR) based biosensor with improved sensitivity. Photonics Nanostructures - Fundam Appl 31:99–106. https://doi.org/10.1016/J.PHOTONICS.2018.06.003
Paul AK, Chakrabarti K, Mostufa S (2021) Detection of hemoglobin in blood and urine glucose level samples using a graphene-coated SPR based biosensor. OSA Contin 4(8):2164–2176. https://doi.org/10.1364/OSAC.433633
Pandey PS, Singh Y, Raghuwanshi SK (2021) Theoretical analysis of the LRSPR sensor with enhance FOM for low refractive index detection using MXene and fluorinated graphene. IEEE Sens J. https://doi.org/10.1109/JSEN.2021.3112530
Kumar S, Yadav A, Malomed BA (2023) High performance surface plasmon resonance based sensor using black phosphorus and magnesium oxide adhesion layer. Front Mater 10:1131412. https://doi.org/10.3389/FMATS.2023.1131412/BIBTEX
Pandey PS, Raghuwanshi SK (2022) Sensitivity enhancement of surface plasmon resonance (SPR) sensor assisted by BlueP/MoS2 based composite heterostructure. IEEE Access 10:116152–116159. https://doi.org/10.1109/ACCESS.2022.3219439
Yadav A, Kumar A, Sharan P, Mishra M (2023) Highly sensitive bimetallic-metal nitride SPR biosensor for urine glucose detection. IEEE Trans Nanobioscience. https://doi.org/10.1109/TNB.2023.3246535
Karki B, Pal A, Singh Y, Sharma S (2022) Sensitivity enhancement of surface plasmon resonance sensor using 2D material barium titanate and black phosphorus over the bimetallic layer of Au, Ag, and Cu. Opt Commun 508:127616. https://doi.org/10.1016/J.OPTCOM.2021.127616
Yadav A, Kumar S, Kumar A, Sharan P (2023) Effect of 2-D nanomaterials on sensitivity of plasmonic biosensor for efficient urine glucose detection. Front Mater 9:1106251. https://doi.org/10.3389/FMATS.2022.1106251/BIBTEX
Uniyal A, Chauhan B, Pal A, Singh Y (2022) Surface plasmon biosensor based on Bi2Te3 antimonene heterostructure for the detection of cancer cells. Appl Opt 61:3711. https://doi.org/10.1364/AO.454789
AL-Janaby N, Al-Dergazly AA (2020) Fabrication of multi-mode tip fiber sensor based on surface plasmon resonance (SPR). Sustain Eng Innov 2:10–17. https://doi.org/10.37868/SEI.V2I1.27
Lin Z, Chen S, Lin C (2020) Sensitivity improvement of a surface plasmon resonance sensor based on two-dimensional materials hybrid structure in visible region: a theoretical study. Sensors 20:2445. https://doi.org/10.3390/S20092445
Zhao Y, Gan S, Zhang G, Dai X (2019) High sensitivity refractive index sensor based on surface plasmon resonance with topological insulator. Results Phys 14:102477. https://doi.org/10.1016/J.RINP.2019.102477
Kumar R, Pal S, Prajapati YK et al (2022) Sensitivity improvement of a MXene-immobilized SPR sensor with Ga-doped-ZnO for biomolecules detection IEEE Sens J 22:6536–6543 https://doi.org/10.1109/JSEN.2022.3154099
Wu L, Jia Y, Jiang L et al (2017) Sensitivity improved SPR biosensor based on the MoS2/graphene-aluminum hybrid structure. J Light Technol 35:82–87. https://doi.org/10.1109/JLT.2016.2624982
Singh Y, Paswan MK, Raghuwanshi SK (2021) Sensitivity enhancement of SPR sensor with the black phosphorus and graphene with bi-layer of gold for chemical sensing. Plasmonics 16:1781–1790. https://doi.org/10.1007/S11468-020-01315-3
Kumar R, Pal S, Prajapati YK, Saini JP (2021) Sensitivity enhancement of MXene based SPR sensor using silicon: theoretical analysis. SILICON 13:1887–1894. https://doi.org/10.1007/S12633-020-00558-3
Nur JN, Hasib MHH, Asrafy F et al (2019) Improvement of the performance parameters of the surface plasmon resonance biosensor using Al2O3 and WS2. Opt Quantum Electron 51. https://doi.org/10.1007/S11082-019-1886-9
Funding
This work is carried out from a research grant under project reference no. SCP/2022/000271 dated 08/08/2022 funded by the Science and Engineering Research Board, Department of Science and Technology, Government of India, with the project entitled “Design of a web server-based hybrid physiological sensor with optical cloth for real-time health specialist care.” The work of Santosh Kumar was supported by the Double-Hundred Talent Plan of Shandong Province, China and Liaocheng University (318052341).
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Vikash Kumar: conceptualization, data curation, formal analysis, and investigation, resources and software, visualization and writing original draft; Sanjeev Kumar Raghuwanshi: conceptualization, supervision and validation; Santosh Kumar: data curation, formal analysis, and investigation, visualization and writing original draft.
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Kumar, V., Raghuwanshi, S.K. & Kumar, S. Nanomaterial-Based Surface Plasmon Resonance Sensing Chip for Detection of Skin and Breast Cancer. Plasmonics 19, 643–654 (2024). https://doi.org/10.1007/s11468-023-02022-5
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DOI: https://doi.org/10.1007/s11468-023-02022-5