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Awawdeh K, Buttkewitz MA, Bahnemann J, Segal E. Enhancing the performance of porous silicon biosensors: the interplay of nanostructure design and microfluidic integration. MICROSYSTEMS & NANOENGINEERING 2024; 10:100. [PMID: 39021530 PMCID: PMC11252414 DOI: 10.1038/s41378-024-00738-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/27/2024] [Revised: 06/08/2024] [Accepted: 06/12/2024] [Indexed: 07/20/2024]
Abstract
This work presents the development and design of aptasensor employing porous silicon (PSi) Fabry‒Pérot thin films that are suitable for use as optical transducers for the detection of lactoferrin (LF), which is a protein biomarker secreted at elevated levels during gastrointestinal (GI) inflammatory disorders such as inflammatory bowel disease and chronic pancreatitis. To overcome the primary limitation associated with PSi biosensors-namely, their relatively poor sensitivity due to issues related to complex mass transfer phenomena and reaction kinetics-we employed two strategic approaches: First, we sought to optimize the porous nanostructure with respect to factors including layer thickness, pore diameter, and capture probe density. Second, we leveraged convection properties by integrating the resulting biosensor into a 3D-printed microfluidic system that also had one of two different micromixer architectures (i.e., staggered herringbone micromixers or microimpellers) embedded. We demonstrated that tailoring the PSi aptasensor significantly improved its performance, achieving a limit of detection (LOD) of 50 nM-which is >1 order of magnitude lower than that achieved using previously-developed biosensors of this type. Moreover, integration into microfluidic systems that incorporated passive and active micromixers further enhanced the aptasensor's sensitivity, achieving an additional reduction in the LOD by yet another order of magnitude. These advancements demonstrate the potential of combining PSi-based optical transducers with microfluidic technology to create sensitive label-free biosensing platforms for the detection of GI inflammatory biomarkers.
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Affiliation(s)
- Kayan Awawdeh
- Faculty of Biotechnology and Food Engineering, Technion—Israel Institute of Technology, 320003 Haifa, Israel
| | - Marc A. Buttkewitz
- Institute of Technical Chemistry, Leibniz Universität Hannover, 30167 Hannover, Germany
| | - Janina Bahnemann
- Institute of Physics, University of Augsburg, 86159 Augsburg, Germany
- Centre for Advanced Analytics and Predictive Sciences (CAAPS), University of Augsburg, 86159 Augsburg, Germany
| | - Ester Segal
- Faculty of Biotechnology and Food Engineering, Technion—Israel Institute of Technology, 320003 Haifa, Israel
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Arshavsky Graham S, Boyko E, Salama R, Segal E. Mass Transfer Limitations of Porous Silicon-Based Biosensors for Protein Detection. ACS Sens 2020; 5:3058-3069. [PMID: 32896130 PMCID: PMC7589614 DOI: 10.1021/acssensors.0c00670] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
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Porous
silicon (PSi) thin films have been widely studied for biosensing
applications, enabling label-free optical detection of numerous targets.
The large surface area of these biosensors has been commonly recognized
as one of the main advantages of the PSi nanostructure. However, in
practice, without application of signal amplification strategies,
PSi-based biosensors suffer from limited sensitivity, compared to
planar counterparts. Using a theoretical model, which describes the
complex mass transport phenomena and reaction kinetics in these porous
nanomaterials, we reveal that the interrelated effect of bulk and
hindered diffusion is the main limiting factor of PSi-based biosensors.
Thus, without significantly accelerating the mass transport to and
within the nanostructure, the target capture performance of these
biosensors would be comparable, regardless of the nature of the capture
probe–target pair. We use our model to investigate the effect
of various structural and biosensor characteristics on the capture
performance of such biosensors and suggest rules of thumb for their
optimization.
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Affiliation(s)
- Sofia Arshavsky Graham
- Department of Biotechnology and Food Engineering, Technion—Israel Institute of Technology, Haifa 3200003, Israel
- Institute of Technical Chemistry, Leibniz Universität Hannover, Callinstr. 5, Hanover 30167, Germany
| | - Evgeniy Boyko
- Department of Mechanical Engineering, Technion—Israel Institute of Technology, Haifa 3200003, Israel
| | - Rachel Salama
- Department of Biotechnology and Food Engineering, Technion—Israel Institute of Technology, Haifa 3200003, Israel
| | - Ester Segal
- Department of Biotechnology and Food Engineering, Technion—Israel Institute of Technology, Haifa 3200003, Israel
- The Russell Berrie Nanotechnology Institute, Technion—Israel Institute of Technology, Haifa 3200003, Israel
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Ultra Sensitivity Silicon-Based Photonic Crystal Microcavity Biosensors for Plasma Protein Detection in Patients with Pancreatic Cancer. MICROMACHINES 2020; 11:mi11030282. [PMID: 32182956 PMCID: PMC7142818 DOI: 10.3390/mi11030282] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/24/2019] [Revised: 02/28/2020] [Accepted: 03/03/2020] [Indexed: 11/17/2022]
Abstract
Defect-engineered photonic crystal (PC) microcavities were fabricated by UV photolithography and their corresponding sensitivities to biomarkers in patient plasma samples were compared for different resonant microcavity characteristics of quality factor Q and biomarker fill fraction. Three different biomarkers in plasma from pancreatic cancer patients were experimentally detected by conventional L13 defect-engineered microcavities without nanoholes and higher sensitivity L13 PC microcavities with nanoholes. 8.8 femto-molar (0.334 pg/mL) concentration of pancreatic cancer biomarker in patient plasma samples was experimentally detected which are 50 times dilution than ELISA in a PC microcavity with high quality factor and high analyte fill fraction.
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Arshavsky-Graham S, Massad-Ivanir N, Segal E, Weiss S. Porous Silicon-Based Photonic Biosensors: Current Status and Emerging Applications. Anal Chem 2018; 91:441-467. [DOI: 10.1021/acs.analchem.8b05028] [Citation(s) in RCA: 110] [Impact Index Per Article: 18.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Affiliation(s)
- Sofia Arshavsky-Graham
- Department of Biotechnology and Food Engineering, Technion − Israel Institute of Technology, Haifa 3200003, Israel
- Institute of Technical Chemistry, Leibniz Universität Hannover, Callinstrasse 5, 30167 Hanover, Germany
| | - Naama Massad-Ivanir
- Department of Biotechnology and Food Engineering, Technion − Israel Institute of Technology, Haifa 3200003, Israel
| | - Ester Segal
- Department of Biotechnology and Food Engineering, Technion − Israel Institute of Technology, Haifa 3200003, Israel
- The Russell Berrie Nanotechnology Institute, Technion − Israel Institute of Technology, Haifa 3200003, Israel
| | - Sharon Weiss
- Department of Electrical Engineering and Computer Science, Vanderbilt University, Nashville, Tennessee 37235, United States
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Yan H, Huang L, Xu X, Chakravarty S, Tang N, Tian H, Chen RT. Unique surface sensing property and enhanced sensitivity in microring resonator biosensors based on subwavelength grating waveguides. OPTICS EXPRESS 2016; 24:29724-29733. [PMID: 28059356 PMCID: PMC5234505 DOI: 10.1364/oe.24.029724] [Citation(s) in RCA: 39] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/19/2016] [Revised: 12/07/2016] [Accepted: 12/08/2016] [Indexed: 05/23/2023]
Abstract
In this paper, unique surface sensing property and enhanced sensitivity in microring resonator biosensors based on subwavelength grating (SWG) waveguides are studied and demonstrated. The SWG structure consists of periodic silicon pillars in the propagation direction with a subwavelength period. Effective sensing region in the SWG microring resonator includes not only the top and side of the waveguide, but also the space between the silicon pillars on the light propagation path. It leads to greatly increased sensitivity and a unique surface sensing property in contrast to common evanescent wave sensors: the surface sensitivity remains constantly high as the surface layer thickness grows. Microring resonator biosensors based on both SWG waveguides and conventional strip waveguides were compared side by side in surface sensing experiment and the enhanced surface sensing capability in SWG based microring resonator biosensors was demonstrated.
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Affiliation(s)
- Hai Yan
- Department of Electrical and Computer Engineering, The University of Texas at Austin, Austin, TX 78758, USA
- These authors contributed equally to this paper
| | - Lijun Huang
- Department of Electrical and Computer Engineering, The University of Texas at Austin, Austin, TX 78758, USA
- State Key Laboratory of Information Photonics and Optical Communications, School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing 100876, China
- These authors contributed equally to this paper
| | - Xiaochuan Xu
- Omega Optics Inc., 8500 Shoal Creek Blvd., Austin, TX, 78759, USA
- These authors contributed equally to this paper
| | | | - Naimei Tang
- Omega Optics Inc., 8500 Shoal Creek Blvd., Austin, TX, 78759, USA
| | - Huiping Tian
- State Key Laboratory of Information Photonics and Optical Communications, School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing 100876, China
| | - Ray T. Chen
- Department of Electrical and Computer Engineering, The University of Texas at Austin, Austin, TX 78758, USA
- Omega Optics Inc., 8500 Shoal Creek Blvd., Austin, TX, 78759, USA
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Yan H, Huang L, Xu X, Chakravarty S, Tang N, Tian H, Chen RT. Unique surface sensing property and enhanced sensitivity in microring resonator biosensors based on subwavelength grating waveguides. OPTICS EXPRESS 2016; 24:29724-29733. [PMID: 28059356 DOI: 10.1117/12.2250408] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Abstract
In this paper, unique surface sensing property and enhanced sensitivity in microring resonator biosensors based on subwavelength grating (SWG) waveguides are studied and demonstrated. The SWG structure consists of periodic silicon pillars in the propagation direction with a subwavelength period. Effective sensing region in the SWG microring resonator includes not only the top and side of the waveguide, but also the space between the silicon pillars on the light propagation path. It leads to greatly increased sensitivity and a unique surface sensing property in contrast to common evanescent wave sensors: the surface sensitivity remains constantly high as the surface layer thickness grows. Microring resonator biosensors based on both SWG waveguides and conventional strip waveguides were compared side by side in surface sensing experiment and the enhanced surface sensing capability in SWG based microring resonator biosensors was demonstrated.
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Zhao Y, Gaur G, Mernaugh RL, Laibinis PE, Weiss SM. Comparative Kinetic Analysis of Closed-Ended and Open-Ended Porous Sensors. NANOSCALE RESEARCH LETTERS 2016; 11:395. [PMID: 27620193 PMCID: PMC5020011 DOI: 10.1186/s11671-016-1614-3] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/02/2016] [Accepted: 09/06/2016] [Indexed: 05/15/2023]
Abstract
Efficient mass transport through porous networks is essential for achieving rapid response times in sensing applications utilizing porous materials. In this work, we show that open-ended porous membranes can overcome diffusion challenges experienced by closed-ended porous materials in a microfluidic environment. A theoretical model including both transport and reaction kinetics is employed to study the influence of flow velocity, bulk analyte concentration, analyte diffusivity, and adsorption rate on the performance of open-ended and closed-ended porous sensors integrated with flow cells. The analysis shows that open-ended pores enable analyte flow through the pores and greatly reduce the response time and analyte consumption for detecting large molecules with slow diffusivities compared with closed-ended pores for which analytes largely flow over the pores. Experimental confirmation of the results was carried out with open- and closed-ended porous silicon (PSi) microcavities fabricated in flow-through and flow-over sensor configurations, respectively. The adsorption behavior of small analytes onto the inner surfaces of closed-ended and open-ended PSi membrane microcavities was similar. However, for large analytes, PSi membranes in a flow-through scheme showed significant improvement in response times due to more efficient convective transport of analytes. The experimental results and theoretical analysis provide quantitative estimates of the benefits offered by open-ended porous membranes for different analyte systems.
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Affiliation(s)
- Yiliang Zhao
- Interdisciplinary Graduate Program in Materials Science, Vanderbilt University, Nashville, TN 37235 USA
| | - Girija Gaur
- Department of Electrical Engineering and Computer Science, Vanderbilt University, Nashville, TN 37235 USA
| | - Raymond L. Mernaugh
- Department of Biochemistry, Vanderbilt University Medical Center, Nashville, TN 37232 USA
| | - Paul E. Laibinis
- Interdisciplinary Graduate Program in Materials Science, Vanderbilt University, Nashville, TN 37235 USA
- Department of Chemical and Biomolecular Engineering, Vanderbilt University, Nashville, TN 37235 USA
| | - Sharon M. Weiss
- Interdisciplinary Graduate Program in Materials Science, Vanderbilt University, Nashville, TN 37235 USA
- Department of Electrical Engineering and Computer Science, Vanderbilt University, Nashville, TN 37235 USA
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Qin K, Hu S, Retterer ST, Kravchenko II, Weiss SM. Slow light Mach-Zehnder interferometer as label-free biosensor with scalable sensitivity. OPTICS LETTERS 2016; 41:753-6. [PMID: 26872180 DOI: 10.1364/ol.41.000753] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/18/2023]
Abstract
The design, fabrication, and characterization of a label-free Mach-Zehnder interferometer (MZI) optical biosensor that incorporates a highly dispersive one-dimensional (1D) photonic crystal in one arm are presented. The sensitivity of this slow light MZI-based sensor scales with the length of the slow light photonic crystal region. The numerically simulated sensitivity of a MZI sensor with a 16 μm long slow light region is 115,000 rad/RIU-cm, which is sevenfold higher than traditional MZI biosensors with millimeter-length sensing regions. An experimental bulk refractive index detection sensitivity of 84,000 rad/RIU-cm is realized and nucleic acid detection is also demonstrated.
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Rodriguez GA, Hu S, Weiss SM. Porous silicon ring resonator for compact, high sensitivity biosensing applications. OPTICS EXPRESS 2015; 23:7111-7119. [PMID: 25837056 DOI: 10.1364/oe.23.007111] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
A ring resonator is patterned on a porous silicon slab waveguide to produce a compact, high quality factor biosensor with a large internal surface area available for enhanced recognition of biological and chemical molecules. The porous nature of the ring resonator allows molecules to directly interact with the guided mode. Quality factors near 10,000 were measured for porous silicon ring resonators with a radius of 25 μm. A bulk detection sensitivity of 380 nm/RIU was measured upon exposure to salt water solutions. Specific detection of nucleic acid molecules was demonstrated with a surface detection sensitivity of 4 pm/nM.
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Rodriguez GA, Ryckman JD, Jiao Y, Weiss SM. A size selective porous silicon grating-coupled Bloch surface and sub-surface wave biosensor. Biosens Bioelectron 2014; 53:486-93. [DOI: 10.1016/j.bios.2013.10.028] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2013] [Revised: 10/11/2013] [Accepted: 10/15/2013] [Indexed: 10/26/2022]
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Rodriguez GA, Lonai JD, Mernaugh RL, Weiss SM. Porous silicon Bloch surface and sub-surface wave structure for simultaneous detection of small and large molecules. NANOSCALE RESEARCH LETTERS 2014; 9:383. [PMID: 25136285 PMCID: PMC4128542 DOI: 10.1186/1556-276x-9-383] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/01/2014] [Accepted: 06/18/2014] [Indexed: 05/07/2023]
Abstract
A porous silicon (PSi) Bloch surface wave (BSW) and Bloch sub-surface wave (BSSW) composite biosensor is designed and used for the size-selective detection of both small and large molecules. The BSW/BSSW structure consists of a periodic stack of high and low refractive index PSi layers and a reduced optical thickness surface layer that gives rise to a BSW with an evanescent tail that extends above the surface to enable the detection of large surface-bound molecules. Small molecules were detected in the sensor by the BSSW, which is a large electric field intensity spatially localized to a desired region of the Bragg mirror and is generated by the implementation of a step or gradient refractive index profile within the Bragg mirror. The step and gradient BSW/BSSW sensors are designed to maximize both resonance reflectance intensity and sensitivity to large molecules. Size-selective detection of large molecules including latex nanospheres and the M13KO7 bacteriophage as well as small chemical linker molecules is reported.
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Affiliation(s)
- Gilberto A Rodriguez
- Department of Electrical Engineering and Computer Science, Vanderbilt University, Nashville, TN 37235, USA
| | - John D Lonai
- Department of Physics, Northwest Nazarene University, Nampa, ID 83686, USA
| | - Raymond L Mernaugh
- Department of Biochemistry, Vanderbilt University, Nashville, TN 37232, USA
| | - Sharon M Weiss
- Department of Electrical Engineering and Computer Science, Vanderbilt University, Nashville, TN 37235, USA
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