Abstract
This research work presents a biomedical application of “photonic crystal fiber (\(\mathrm{PCF}\))”–based “surface plasmon resonance (\(\mathrm{SPR}\))” biosensors for the earliest possible detection of pregnancy to reduce the risk of miscarriage. The sensor design contains a combination of \(\mathrm{Au}\), \({\mathrm{TiO}}_{2}\), and \({\mathrm{MgF}}_{2}\) layers of plasmonic materials, which provide better stability to the sensor model. The biosensor parameters are examined for both \(\mathrm{TM mode}\) and \(\mathrm{TE mode}\), following the principle of couple mode light theory. The analyte used in the proposed sensor is women’s urine samples, which are investigated based on the variations in their refractive index (\(\mathrm{RI}\)) values. The biosensor has obtained the highest wavelength sensitivity (\(\mathrm{WS}\)) of \(110000\mathrm{ nm}/\mathrm{RIU}\) and \(130000\mathrm{ nm}/\mathrm{RIU}\) for \(\mathrm{TM mode}\) and \(\mathrm{TE mode}\) respectively. Peak amplitude sensitivity (\(\mathrm{AS})\) of \(24180 {\mathrm{RIU}}^{-1}\) and \(31670 {\mathrm{RIU}}^{-1}\) is obtained for \(\mathrm{TM mode}\) and \(\mathrm{TE mode}\), respectively. The biosensor can achieve sensor resolution (\(\mathrm{SR})\) in the order of \({10}^{-7}\) for both \(\mathrm{TM mode}\) and \(\mathrm{TE mode}\). The \({R}^{2}\) close to unity is achieved for both \(\mathrm{TM mode}\) and \(\mathrm{TE mode}\). The maximum \(\mathrm{FOM}\) obtained from the proposed biosensor is \(984.84 {\mathrm{RIU}}^{-1}\) and \(1078.83 {\mathrm{RIU}}^{-1}\) for \(\mathrm{RI}\) \(1.3420\) and \(1.3430\mathrm{ RIU}\), respectively, corresponding to \(\mathrm{TE mode}\).
Similar content being viewed by others
Availability of data and materials
The data generated during the investigation is available from the corresponding author upon request.
References
Fortin S, Keitel M (2021) "Nine months of labor: the psychosocial weight of a pregnancy after a gestational loss." Illn Crisis Loss. https://doi.org/10.1177/10541373211007850
Derakhshan A, Philips EM, Ghassabian A, Santos S, Asimakopoulos AG, Kannan K (2021) "Association of urinary bisphenols during pregnancy with maternal, cord blood and childhood thyroid function." Environ Int 146:106160. https://doi.org/10.1016/j.envint.2020.106160
Qin Q, Chang H, Zhou S, Zhang S, Yuan D, Yu Ll, Qu T (2021) "Intrauterine administration of peripheral blood mononuclear cells activated by human chorionic gonadotropin in patients with repeated implantation failure: a meta-analysis." J Reprod Immunol 145:103323. https://doi.org/10.1016/j.jri.2021.103323
Washington Uo "Radiology Services at UW Medical Center - Roosevelt," University of Washington, [Online]. Available: https://rad.washington.edu/. Accessed 20 January 2022].
Mitu SA, Ahmed K, Zahrani FAA, Grover A, Rajan MSM, Moni MA (2021) "Development and analysis of surface plasmon resonance based refractive index sensor for pregnancy testing." Opt Lasers Eng 140:106551. https://doi.org/10.1016/j.optlaseng.2021.106551
Shakya AK, Singh S (2023) "Development of a generalized Fourier transform model for distinct household oil samples by performing spectroscopy analysis." Results Opt 10:100355. https://doi.org/10.1016/j.rio.2023.100355
Shakya AK, Ramola A, Singh S, Van V (2022) Design of an ultra-sensitive bimetallic anisotropic PCF SPR biosensor for liquid analytes sensing. Opt Express 30(6):9233–9255
Agarwal A, Mudgal N, Choure KK, Pandey R, Singh G, Bhatnagar SK (2023) Photonic crystal-based water concentration estimation in blood using machine learning for identification of the haematological disorder. Photonics 10(1):71
Shakya AK, Singh S (2022) "Design of novel Penta core PCF SPR RI sensor based on fusion of IMD and EMD techniques for analysis of water and transformer oil." Meas188:110513. https://doi.org/10.1016/j.measurement.2021.110513
Butt M, Khonina S, Kazanskiy N (2021) Plasmonics: a necessity in the field of sensing- review. Fiber Integr Opt 40(1):14–47
Ramola A, Marwaha A, Singh S (2021) "Design and investigation of a dedicated PCF SPR biosensor for CANCER exposure employing external sensing." Appl Phys A vol 127:643. https://doi.org/10.1007/s00339-021-04785-2
Karki B, Vasudevan B, Uniyal A, Pal A, Srivastava V (2022) "Hemoglobin detection in blood samples using a graphene-based surface plasmon resonance biosensor." Optik 270:169947. https://doi.org/10.1016/j.ijleo.2022.169947
Ahmed K, Paul BK, Vasudevan B, Rashed ANZ, Maheswar R (2019) "Design of D-shaped elliptical core photonic crystal fiber for blood plasma cell sensing application." Results Phys 12:2021–2025. https://doi.org/10.1016/j.rinp.2019.02.026
Shakya AK, Singh S (2023) Novel Merger of spectroscopy and refractive index sensing for modelling hyper sensitive hexa-slotted plasmonic sensor for transformer oil monitoring in near-infrared region. Opt Quant Electron 55(9):764
Thenmozhi H, Rajan M, Ahmed K (2019) "D-shaped PCF sensor based on SPR for the detection of carcinogenic agents in food and cosmetics." Optik180:264–270. https://doi.org/10.1016/j.ijleo.2018.11.098
Shakya AK, Singh S (2021) "Design of dual-polarized tetra core PCF based plasmonic RI sensor for visible-IR spectrum." Opt. Commun 478:126372. https://doi.org/10.1016/j.optcom.2020.126372
Shakya AK, Singh S (2021) Design and analysis of dual-polarized Au and TiO2-coated photonic crystal fiber surface plasmon resonance refractive index sensor: an extraneous sensing approach. J Nanophotonics 15(1):016009
Shakya AK, Singh S (2022) "Design of biochemical biosensor based on transmission, absorbance, and refractive index." Biosens Bioelectron 10:100089. https://doi.org/10.1016/j.biosx.2021.100089
Chen K, Yuan D, Zhao Y (2021) "Review of optical hydrogen sensors based on metal hydrides: recent developments and challenges." Opt Laser Technol 137:106808. https://doi.org/10.1016/j.optlastec.2020.106808
Khanikar T, De M, Singh VK (2021) "A review on infiltrated or liquid core fiber optic SPR sensors." Photonics Nanostructures - Fundam Appl 46:100945. https://doi.org/10.1016/j.photonics.2021.100945
Singh TI, Singh P, Karki B (2023) "Early detection of chikungunya virus utilizing the surface plasmon resonance comprising a silver-silicon-PtSe2 multilayer structure." Plasmonics 18:1173–1180. https://doi.org/10.1007/s11468-023-01840-x
Fang H, Wei C, Yang H, Zhao B, Yuan L, Li J (2021) "D-shaped photonic crystal fiber plasmonic sensor based on silver-titanium dioxide composite micro-grating." Plasmonics 16:2049–2059. https://doi.org/10.1007/s11468-021-01468-9
Mudgal N, Saharia A, Agarwal A, Singh G (2023) ZnO and Bi-metallic (Ag–Au) layers based surface plasmon resonance (SPR) biosensor with BaTiO3 and graphene for biosensing applications. IETE J Res 69(2):932–939
Shakya AK Singh S (2022) "Gold-ZnO coated surface plasmon resonance refractive index sensor based on photonic crystal fiber with tetra core in hexagonal lattice of elliptical air holes," in Robotics, Control, and Computer Vision: Select Proceedings of ICRCCV 2022 Singapore Springer Nature 567–576
Mudgal N, Yupapin P, Ali J, Singh G (2020) "BaTiO3-graphene-affinity layer–based surface plasmon resonance (SPR) biosensor for pseudomonas bacterial detection," Plasmonics 15:1221–1229. https://doi.org/10.1007/s11468-020-01146-2
Karki B, Salah NH, Srivastava G, Muduli A, Yadav RB (2023) "A simulation study for dengue virus detection using surface plasmon resonance sensor heterostructure of silver, barium titanate, and cerium oxide." Plasmonics 1–10. https://doi.org/10.1007/s11468-023-01907-9
Mudgal N, Saharia A, Choure KK, Agarwal A, Singh G (2020) "Sensitivity enhancement with an anti-reflection coating of silicon nitride (Si3N4) layer in silver-based Surface Plasmon Resonance (SPR) sensor for sensing of DNA hybridization." Appl Phys A 126:946. https://doi.org/10.1007/s00339-020-04126-9
Karki B, Uniyal A, Chauhan B, Pal A (2022) "Sensitivity enhancement of a graphene, zinc sulfide-based surface plasmon resonance biosensor with an Ag metal configuration in the visible region."J Comput Electron 21:445–452. https://doi.org/10.1007/s10825-022-01854-4
Monfared YE, Qasymeh M (2021) "Plasmonic biosensor for low-index liquid analyte detection using," Plasmonics 16:881–889. https://doi.org/10.1007/s11468-020-01308-2
Gao J, Jiang S, Yang W, Liu R, Feng J, Zha Z, Zhang C, Jiang M, Fan X (2023) "Design a D-shaped single mode fiber SPR sensor with a composite nanostructure of HMM/monolayer graphene for DNA hybridization detection." Opt Laser Technol 158:1088. https://doi.org/10.1016/j.optlastec.2022.108854
Shakya AK, Singh S (2022) "Designing of a novel PCF biosensor having octagonal core and based on SPR for chemical and heavy metal sensing," in 12th International Conference on Cloud Computing, Data Science & Engineering (Confluence), Noida, India
Mollah MA, Yousufali Md, Ankan IM, Sarker MMRH (2020) "Twin core photonic crystal fiber refractive index sensor for early detection of blood cancer." Sens Bio-Sens Res 29:100344. https://doi.org/10.1016/j.sbsr.2020.100344
Lidiya AE, Raja RVJ, DaiPham V, Ngo QM, Vigneswaran D "Detecting hemoglobin content blood glucose using surface plasmon resonance in D-shaped photonic crystal fiber." Opt Fiber Technol 50(219):132–138. https://doi.org/10.1016/j.yofte.2019.03.009
An G, Li S, Wang H, Zhang X, Yan X (2018) Quasi-D-shaped optical fiber plasmonic refractive index sensor. J Opt 20(3):035403
Kamkar A, Zakaria R, Zainuddin NAM, Tanvir J, Grover A, Zahrani FAA, Ahmed K (2022) "Long-range surface plasmon resonance–based sensitivity study on D-shaped Ag-MgF2-coated models with analyte variations." Plasmonics 17:277–286. https://doi.org/10.1007/s11468-021-01524-4
Yasli A, Ademgil H (2018) Geometrical comparison of photonic crystal fiber-based surface plasmon resonance sensors. Opt Eng 57(3):030801
Li T, Zhu L, Yang X, Lou X, Yu L (2020) A refractive index sensor based on H-shaped photonic crystal fibers coated with Ag-graphene layers. Sens 20(3):741
Shakya AK, Singh S (2022) "Design of a novel refractive index BIOSENSOR for heavy metal detection from water samples based on fusion of spectroscopy and refractive index sensing," Optik. https://doi.org/10.1016/j.ijleo.2022.169892
Shakya AK, Singh S (2022) Design of refractive index sensing based on optimum combination of plasmonic materials gold with indium tin oxide/titanium dioxide. J of Nanophotonics 16(2):026010
Shakya AK, Singh S (2022) "State of the art in fiber optics sensors for heavy metals detection." Opt Laser Technol 153:108246. https://doi.org/10.1016/j.optlastec.2022.108246
Ahmed K, AlZain MA, Abdullah H, Luo Y, Vigneswaran D, Faragallah OS, Eid MMA, Rashed ANZ (2021) Highly sensitive twin resonance coupling refractive index sensor based on gold- and MgF2-coated nano metal films. Biosens 11(4):104
Robinson S, Dhanlaksmi N (2017) "Photonic crystal based biosensor for the detection of glucose concentration in urine." Photonic Sens 7:11–19https://doi.org/10.1007/s13320-016-0347-3
Yadav A, Sharan P, Kumar A (2020) "Surface plasmonic resonance based five layered structure-biosensor for sugar level measurement in human." Results Opt 1:100002. https://doi.org/10.1016/j.rio.2020.100002
CMCP Ltd (2022) "1 week pregnant: early symptoms and HCG levels," Chelsea Magazine Company. [Online] Available. https://www.baby-magazine.co.uk/1-week-pregnant/Accessed 03 March 2022
Isti MIA, Talukder H, Islam SR, Nuzhat S, Sanwar A (2020)"Asymmetrical D-channel photonic crystal fiber-based plasmonic sensor using the wavelength interrogation and lower birefringence peak method." Results Phys 19:103372. https://doi.org/10.1016/j.rinp.2020.103372
Reeves W, Knight J, Russell P, Roberts P (2002) Demonstration of ultra-flattened dispersion in photonic crystal fibers. Opt Express 10(14):609–613
Yang H, Liu M, Chen Y, Guo L, Xiao G, Liu H, Li J, Yuan L (2021) Highly sensitive graphene-Au coated plasmon resonance PCF sensor. Sens 21(3):818
Hossain M, Hossain MS, Islam S, Sakib M, Islam KZ, Hossain M, Hossain M, Hosen A, Cho GH (2018) "Numerical development of high-performance quasi D-shape PCF-SPR biosensor: an external sensing approach employing gold." Results Phys 18:103281. https://doi.org/10.1016/j.rinp.2020.103281
Liu C, Su W, Wang F, Li X, Liu Q, Mu H, Sun T, Chu PK (2018) Birefringent PCF-based SPR sensor for a broad range of low refractive index detection. IEEE Photonics Technol Lett 30(16):1471–1474
Wang J, Liu C, Wang F, Su W, Yang L, Lv J, Fu G, Li X, Liu Q, Sun T, Chu PK (2020) "Surface plasmon resonance sensor based on coupling effects of dual photonic crystal fibers for low refractive indexes detection." Results Phys 18:103240 https://doi.org/10.1016/j.rinp.2020.103240
Singh S, Prajapati YK (2019) "Highly sensitive refractive index sensor based on D-shaped PCF." Appl Phys A 125(125:437):437 https://doi.org/10.1007/s00339-019-2731-5
Wang H, Rao W, Luo J, Fu H (2021) A dual-channel surface plasmon resonance sensor based on dual-polarized photonic crystal fiber for ultra-wide range and high sensitivity of refractive index detection. IEEE Photonics J 13(1):6800611
Hasan MR, Akter S, Rifat AA, Rana S, Ahmed K, Ahmed R, Subbaraman H (2018) Spiral photonic crystal fiber-based dual-polarized surface plasmon resonance biosensor. IEEE Sens J 18(1):133–140
Acknowledgements
The authors enormously thank all anonymous reviewers and Editor-in-Chief for their comments, concerns, queries, and constructive suggestions.
Author information
Authors and Affiliations
Contributions
Ayushman Ramola: Conceptualization, Methodology, Software, Writing – original draft, Investigation; Validation, Anupma Marwaha: Supervision, Validation, Surinder Singh: Supervision, Validation.
Corresponding author
Ethics declarations
Conflict of Interest
The authors declare no competing interests.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Ramola, A., Marwaha, A. & Singh, S. Pregnancy Detection Through Modelling of Dual-Polarized Plasmonic PREGBIOSENSOR by Urine Samples Analysis. Plasmonics 19, 33–49 (2024). https://doi.org/10.1007/s11468-023-01962-2
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11468-023-01962-2