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Duy Mac K, Su J. Optical biosensors for diagnosing neurodegenerative diseases. NPJ BIOSENSING 2025; 2:20. [PMID: 40322247 PMCID: PMC12048351 DOI: 10.1038/s44328-025-00040-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/04/2024] [Accepted: 03/28/2025] [Indexed: 05/08/2025]
Abstract
Neurodegenerative diseases involve the progressive loss of neurons in the brain and nervous system, leading to functional decline. Early detection is critical for improving outcomes and advancing therapies. Optical biosensors, some of which offer rapid, label-free, and ultra-sensitive detection, have been applied to early diagnosis and drug screening. This review examines the principles and performance of different optical biosensors used for diagnosing neurodegenerative diseases and discusses potential future advancements.
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Affiliation(s)
- Khuong Duy Mac
- Department of Biomedical Engineering, The University of Arizona, Tucson, AZ USA
| | - Judith Su
- Department of Biomedical Engineering, The University of Arizona, Tucson, AZ USA
- Wyant College of Optical Sciences, The University of Arizona, Tucson, AZ USA
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2
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Shultz N, McLeod E. Building blocks for nanophotonic devices and metamaterials. Chem Commun (Camb) 2025; 61:3301-3318. [PMID: 39876674 DOI: 10.1039/d4cc06236a] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2025]
Abstract
Nanophotonic devices control and manipulate light at the nanometer scale. Applications include biological imaging, integrated photonic circuits, and metamaterials. The design of these devices requires the accurate modeling of light-matter interactions at the nanoscale and the optimization of multiple design parameters, both of which can be computationally demanding and time intensive. Further, fabrication of these devices demands a high level of accuracy, resolution, and throughput while ideally being able to incorporate multiple materials in complex geometries. To address these considerations in the realization of nanophotonic devices, recent work within our lab has pursued the efficient and accurate modeling of nanoparticles and the assembly of complex 3D micro- and nanostructures using optical tweezers. This Feature Article review highlights these developments as well as related efforts by others in computation and fabrication methods related to nanophotonic devices and metamaterials.
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Affiliation(s)
- Natalie Shultz
- Wyant College of Optical Sciences, University of Arizona, 1630 E University Blvd, Tucson, AZ, USA.
| | - Euan McLeod
- Wyant College of Optical Sciences, University of Arizona, 1630 E University Blvd, Tucson, AZ, USA.
- BIO5 Institute, University of Arizona, 1657 E Helen St, Tucson, AZ, USA
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3
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Suebka S, Gin A, Su J. Frequency locked whispering evanescent resonator (FLOWER) for biochemical sensing applications. Nat Protoc 2025:10.1038/s41596-024-01096-7. [PMID: 39789236 DOI: 10.1038/s41596-024-01096-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2024] [Accepted: 10/18/2024] [Indexed: 01/12/2025]
Abstract
Sensitive, rapid and label-free biochemical sensors are needed for many applications. In this protocol, we describe biochemical detection using FLOWER (frequency locked optical whispering evanescent resonator)-a technique that we have used to detect single protein molecules in aqueous solution as well as exosomes, ribosomes and low part-per-trillion concentrations of volatile organic compounds. Whispering gallery mode microtoroid resonators confine light for extended time periods (hundreds of nanoseconds). When light circulates within the resonator, a portion of the electromagnetic field extends beyond the cavity, forming an evanescent field. This field interacts with bound analytes resulting in a change in the cavity's effective refractive index, which can be tracked by monitoring shifts in the resonance wavelength. The surface of the microtoroid can be functionalized to respond specifically to an analyte or biochemical interaction of interest. The frequency-locking feature of frequency locked optical whispering evanescent resonator means that the instruments respond to perturbations in the surface by very rapidly finding the new resonant frequency. Here we describe microtoroid fabrication (4-6 h), how to couple light into these devices using tapered optical fibers (20-40 min) and procedures for coupling antibodies as well as G-protein coupled receptors to the microtoroid's surface (from 1 h to 1 d depending on the target analyte). In addition, we describe our liquid handling perfusion system as well as the use of a rotary selector valve and custom fluidic chamber to optimize sample delivery. Step-by-step details on how to perform biosensing experiments and analyze the data are described; this takes 1-2 d.
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Affiliation(s)
- Sartanee Suebka
- Wyant College of Optical Sciences, The University of Arizona, Tucson, AZ, USA
| | - Adley Gin
- Wyant College of Optical Sciences, The University of Arizona, Tucson, AZ, USA
| | - Judith Su
- Wyant College of Optical Sciences, The University of Arizona, Tucson, AZ, USA.
- Department of Biomedical Engineering, The University of Arizona, Tucson, AZ, USA.
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4
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Hao S, Su J. Whispering gallery mode optical resonators for biological and chemical detection: current practices, future perspectives, and challenges. REPORTS ON PROGRESS IN PHYSICS. PHYSICAL SOCIETY (GREAT BRITAIN) 2024; 88:016402. [PMID: 39626318 DOI: 10.1088/1361-6633/ad99e7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/06/2024] [Accepted: 12/03/2024] [Indexed: 12/24/2024]
Abstract
Sensors are important for a wide variety of applications include medical diagnostics and environmental monitoring. Due to their long photon confinement times, whispering gallery mode (WGM) sensors are among the most sensitive sensors currently in existence. We briefly discuss what are WGM sensors, the principles of WGM sensing, and the history of the field, beginning with Mie theory. We discuss recent work in the field on using these WGM resonators as sensors, focusing particularly on biological and chemical sensing applications. We discuss how sensorgrams are acquired and fundamental measurement limits. In addition, we discuss how to interpret binding curves and extract physical parameters such as binding affinity constants. We discuss the controversy surrounding single-molecule detection and discuss hybrid WGM nanoparticle sensors. In addition, we place these sensors in context with others sensing technologies both labeled and label-free. Finally, we discuss what we believe are the most promising applications for these devices, outline remaining challenges, and provide an outlook for the future.
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Affiliation(s)
- Shuang Hao
- Wyant College of Optical Sciences, The University of Arizona, Tucson, AZ, United States of America
| | - Judith Su
- Wyant College of Optical Sciences, The University of Arizona, Tucson, AZ, United States of America
- Department of Biomedical Engineering, The University of Arizona, Tucson, AZ, United States of America
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5
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Young Yang M, Duy Mac K, Strzelinski HR, Hoffman SA, Kim D, Kim SK, Su J, Liggett SB, Goddard WA. Agonist activation to open the Gα subunit of the GPCR-G protein precoupled complex defines functional agonist activation of TAS2R5. Proc Natl Acad Sci U S A 2024; 121:e2409987121. [PMID: 39565310 PMCID: PMC11621838 DOI: 10.1073/pnas.2409987121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2024] [Accepted: 10/17/2024] [Indexed: 11/21/2024] Open
Abstract
G protein-coupled receptors (GPCRs) regulate multiple cellular responses and represent highly successful therapeutic targets. The mechanisms by which agonists activate the G protein are unclear for many GPCR families, including the bitter taste receptors (TAS2Rs). We ascertained TAS2R5 properties by live cell-based functional assays, direct binding affinity measurements using optical resonators, and atomistic molecular dynamics simulations. We focus on three agonists that exhibit a wide range of signal transduction in cells despite comparable ligand-receptor binding energies derived from direct experiment and computation. Metadynamics simulations revealed that the critical barrier to activation is ligand-induced opening of the G protein between the α-helical (AH) and Ras-like domains of Gα subunit from a precoupled TAS2R5-G protein state to the fully activated state. A moderate agonist opens the AH-Ras cleft from 22 Å to 31 Å with an energy gain of -4.8 kcal mol-1, making GDP water-exposed for signaling. A high-potency agonist had an energy gain of -11.1 kcal mol-1. The low-potency agonist is also exothermic for Gα opening, but with an energy gain of only -1.4 kcal mol-1. This demonstrates that TAS2R5 agonist-bound functional potencies are derived from energy gains in the transition from a precoupled complex at the level of Gα opening. Our experimental and computational study provides insights into the activation mechanism of signal transduction that provide a basis for rational design of new drugs.
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Affiliation(s)
- Moon Young Yang
- Materials and Process Simulation Center, California Institute of Technology, Pasadena, CA91125
| | - Khuong Duy Mac
- Department of Biomedical Engineering, The University of Arizona, Tucson, AZ85721
| | - Hannah R. Strzelinski
- Department of Medicine, University of South Florida Morsani College of Medicine, Tampa, FL33612
| | - Samantha A. Hoffman
- Department of Medicine, University of South Florida Morsani College of Medicine, Tampa, FL33612
| | - Donghwa Kim
- Department of Medicine, University of South Florida Morsani College of Medicine, Tampa, FL33612
| | - Soo-Kyung Kim
- Materials and Process Simulation Center, California Institute of Technology, Pasadena, CA91125
| | - Judith Su
- Department of Biomedical Engineering, Wyant College of Optical Sciences, The University of Arizona, Tucson, AZ85721
| | - Stephen B. Liggett
- Department of Medicine, University of South Florida Morsani College of Medicine, Tampa, FL33612
| | - William A. Goddard
- Materials and Process Simulation Center, California Institute of Technology, Pasadena, CA91125
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6
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Gray RM, Liu M, Zhou S, Roy A, Ledezma L, Marandi A. Quadratic-soliton-enhanced mid-IR molecular sensing. Nat Commun 2024; 15:9086. [PMID: 39433781 PMCID: PMC11494108 DOI: 10.1038/s41467-024-53447-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2024] [Accepted: 10/14/2024] [Indexed: 10/23/2024] Open
Abstract
Optical solitons have long been of interest both from a fundamental perspective and because of their application potential. Both cubic (Kerr) and quadratic nonlinearities can lead to soliton formation, but quadratic solitons can practically benefit from stronger nonlinearity and achieve substantial wavelength conversion. However, despite their rich physics, quadratic cavity solitons have been used only for broadband frequency comb generation, especially in the mid-infrared. Here, we show that the formation dynamics of mid-infrared quadratic cavity solitons, specifically temporal simultons in optical parametric oscillators, can be effectively leveraged to enhance molecular sensing. We demonstrate significant sensitivity enhancement while circumventing constraints of traditional cavity enhancement mechanisms. We perform experiments sensing CO2 using cavity simultons around 4 μm and achieve an enhancement of 6000. Additionally, we demonstrate large sensitivity at high concentrations of CO2, beyond what can be achieved using an equivalent high-finesse linear cavity by orders of magnitude. Our results highlight a path for utilizing quadratic cavity nonlinear dynamics and solitons for molecular sensing beyond what can be achieved using linear methods.
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Affiliation(s)
- Robert M Gray
- Department of Electrical Engineering, California Institute of Technology, Pasadena, CA, USA.
| | - Mingchen Liu
- Department of Electrical Engineering, California Institute of Technology, Pasadena, CA, USA
| | - Selina Zhou
- Department of Electrical Engineering, California Institute of Technology, Pasadena, CA, USA
| | - Arkadev Roy
- Department of Electrical Engineering, California Institute of Technology, Pasadena, CA, USA
| | - Luis Ledezma
- Department of Electrical Engineering, California Institute of Technology, Pasadena, CA, USA
| | - Alireza Marandi
- Department of Electrical Engineering, California Institute of Technology, Pasadena, CA, USA.
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7
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Hao S, Guthrie B, Kim SK, Balanda S, Kubicek J, Murtaza B, Khan NA, Khakbaz P, Su J, Goddard WA. Steviol rebaudiosides bind to four different sites of the human sweet taste receptor (T1R2/T1R3) complex explaining confusing experiments. Commun Chem 2024; 7:236. [PMID: 39424933 PMCID: PMC11489721 DOI: 10.1038/s42004-024-01324-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2024] [Accepted: 10/09/2024] [Indexed: 10/21/2024] Open
Abstract
Sucrose provides both sweetness and energy by binding to both Venus flytrap domains (VFD) of the heterodimeric sweet taste receptor (T1R2/T1R3). In contrast, non-caloric sweeteners such as sucralose and aspartame only bind to one specific domain (VFD2) of T1R2, resulting in high-intensity sweetness. In this study, we investigate the binding mechanism of various steviol glycosides, artificial sweeteners, and a negative allosteric modulator (lactisole) at four distinct binding sites: VFD2, VFD3, transmembrane domain 2 (TMD2), and TMD3 through binding experiments and computational docking studies. Our docking results reveal multiple binding sites for the tested ligands, including the radiolabeled ligands. Our experimental evidence demonstrates that the C20 carboxy terminus of the Gα protein can bind to the intracellular region of either TMD2 or TMD3, altering GPCR affinity to the high-affinity state for steviol glycosides. These findings provide a mechanistic understanding of the structure and function of this heterodimeric sweet taste receptor.
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Affiliation(s)
- Shuang Hao
- Wyant College of Optical Sciences and Department of Biomedical Engineering, The University of Arizona, Tucson, AZ, 85721, USA
| | - Brian Guthrie
- Global Core Research and Development Group, Cargill, Inc. 14800 28th Avenue N, Plymouth, MN, 55447, USA
| | - Soo-Kyung Kim
- Materials and Process Simulation Center (MSC), California Institute of Technology, Pasadena, CA, 91125, USA
| | - Sergej Balanda
- Cube Biotech, Creative Campus Monheim, Creative-Campus-Allee 12, 40789, Monheim, Germany
| | - Jan Kubicek
- Cube Biotech, Creative Campus Monheim, Creative-Campus-Allee 12, 40789, Monheim, Germany
| | - Babar Murtaza
- Physiologie de Nutrition & Toxicologie, UB 1231 Center for Translational & Molecular Medicine (CTM), Université de Bourgogne, 21000 Dijon, France
| | - Naim A Khan
- Physiologie de Nutrition & Toxicologie, UB 1231 Center for Translational & Molecular Medicine (CTM), Université de Bourgogne, 21000 Dijon, France
| | - Pouyan Khakbaz
- Global Core Research and Development Group, Cargill, Inc. 14800 28th Avenue N, Plymouth, MN, 55447, USA
| | - Judith Su
- Wyant College of Optical Sciences and Department of Biomedical Engineering, The University of Arizona, Tucson, AZ, 85721, USA.
| | - William A Goddard
- Materials and Process Simulation Center (MSC), California Institute of Technology, Pasadena, CA, 91125, USA.
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8
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Gin A, Nguyen PD, Melzer JE, Li C, Strzelinski H, Liggett SB, Su J. Label-free, real-time monitoring of membrane binding events at zeptomolar concentrations using frequency-locked optical microresonators. Nat Commun 2024; 15:7445. [PMID: 39198447 PMCID: PMC11358326 DOI: 10.1038/s41467-024-51320-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2020] [Accepted: 08/06/2024] [Indexed: 09/01/2024] Open
Abstract
G-protein coupled receptors help regulate cellular function and communication, and are targets of small molecule drug discovery efforts. Conventional techniques to probe these interactions require labels and large amounts of receptor to achieve satisfactory sensitivity. Here, we use frequency-locked optical microtoroids for label-free characterization of membrane interactions in vitro at zeptomolar concentrations for the kappa opioid receptor and its native agonist dynorphin A 1-13, as well as big dynorphin (dynorphin A and dynorphin B) using a supported biomimetic membrane. The measured affinity of the agonist dynorphin A 1-13 to the κ-opioid receptor was also measured and found to be 3.1 nM. Radioligand assays revealed a dissociation constant in agreement with this value (1.1 nM). The limit of detection for the κOR/DynA 1-13 was calculated as 180 zM. The binding of Cholera Toxin B-monosialotetrahexosyl ganglioside was also monitored in real-time and an equilibrium dissociation constant of 1.53 nM was found. Our biosensing platform provides a method for highly sensitive real-time characterization of membrane embedded protein binding kinetics that is rapid and label-free, for drug discovery and toxin screening among other applications.
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Affiliation(s)
- Adley Gin
- Wyant College of Optical Sciences, The University of Arizona, Tucson, AZ, 85721, USA
| | - Phuong-Diem Nguyen
- Department of Biomedical Engineering, The University of Arizona, Tucson, AZ, 85721, USA
| | - Jeffrey E Melzer
- Wyant College of Optical Sciences, The University of Arizona, Tucson, AZ, 85721, USA
| | - Cheng Li
- Wyant College of Optical Sciences, The University of Arizona, Tucson, AZ, 85721, USA
| | - Hannah Strzelinski
- Department of Medicine, University of South Florida Morsani College of Medicine, Tampa, FL, 33612, USA
| | - Stephen B Liggett
- Department of Medicine, University of South Florida Morsani College of Medicine, Tampa, FL, 33612, USA
| | - Judith Su
- Wyant College of Optical Sciences, The University of Arizona, Tucson, AZ, 85721, USA.
- Department of Biomedical Engineering, The University of Arizona, Tucson, AZ, 85721, USA.
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9
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Hao S, Suebka S, Su J. Single 5-nm quantum dot detection via microtoroid optical resonator photothermal microscopy. LIGHT, SCIENCE & APPLICATIONS 2024; 13:195. [PMID: 39160151 PMCID: PMC11333578 DOI: 10.1038/s41377-024-01536-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/29/2024] [Revised: 07/10/2024] [Accepted: 07/16/2024] [Indexed: 08/21/2024]
Abstract
Label-free detection techniques for single particles and molecules play an important role in basic science, disease diagnostics, and nanomaterial investigations. While fluorescence-based methods are tools for single molecule detection and imaging, they are limited by available molecular probes and photoblinking and photobleaching. Photothermal microscopy has emerged as a label-free imaging technique capable of detecting individual nanoabsorbers with high sensitivity. Whispering gallery mode (WGM) microresonators can confine light in a small volume for enhanced light-matter interaction and thus are a promising ultra-sensitive photothermal microscopy platform. Previously, microtoroid optical resonators were combined with photothermal microscopy to detect 250 nm long gold nanorods and 100 nm long polymers. Here, we combine microtoroids with photothermal microscopy to spatially detect single 5 nm diameter quantum dots (QDs) with a signal-to-noise ratio exceeding 104. Photothermal images were generated by point-by-point scanning of the pump laser. Single particle detection was confirmed for 18 nm QDs by high sensitivity fluorescence imaging and for 5 nm QDs via comparison with theory. Our system demonstrates the capability to detect a minimum heat dissipation of 0.75 pW. To achieve this, we integrated our microtoroid based photothermal microscopy setup with a low amplitude modulated pump laser and utilized the proportional-integral-derivative controller output as the photothermal signal source to reduce noise and enhance signal stability. The heat dissipation of these QDs is below that from single dye molecules. We anticipate that our work will have application in a wide variety of fields, including the biological sciences, nanotechnology, materials science, chemistry, and medicine.
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Affiliation(s)
- Shuang Hao
- Wyant College of Optical Sciences, University of Arizona, Tucson, AZ, 85721, USA
| | - Sartanee Suebka
- Wyant College of Optical Sciences, University of Arizona, Tucson, AZ, 85721, USA
| | - Judith Su
- Wyant College of Optical Sciences and Department of Biomedical Engineering, University of Arizona, Tucson, AZ, 85721, USA.
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10
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Gin A, Nguyen PD, Serrano G, Alexander G, Su J. Towards Early Diagnosis and Screening of Alzheimer's Disease Using Frequency Locked Whispering Gallery Mode Microtoroid Biosensors. RESEARCH SQUARE 2024:rs.3.rs-4355995. [PMID: 38798660 PMCID: PMC11118682 DOI: 10.21203/rs.3.rs-4355995/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2024]
Abstract
Alzheimer's disease (AD) is a progressive form of dementia affecting almost 55 million people worldwide. It is characterized by the abnormal deposition of amyloid plaques and neurofibrillary tangles within the brain, leading to a pathological cascade of neuron degeneration and death as well as memory loss and cognitive decline. Amyloid beta (Aβ) is an AD biomarker present in cerebrospinal fluid and blood serum and correlates with the presence of amyloid plaques and tau tangles in the brain. Measuring the levels of Aβ can help with early diagnosis of AD, which is key for studying novel AD drugs and delaying the symptoms of dementia. However, this goal is difficult to achieve due to the low levels of AD biomarkers in biofluids. Here we demonstrate for the first time the use of FLOWER (frequency locked optical whispering evanescent resonator) for quantifying the levels of post-mortem cerebrospinal fluid (CSF) Aβ42 in clinicopathologically classified control, mild cognitive impairment (MCI), and AD participants. FLOWER is capable of measuring CSF Aβ42 (area under curve, AUC = 0.92) with higher diagnostic performance than standard ELISA (AUC = 0.82) and was also able to distinguish between control and MCI samples. Our results demonstrate the capability of FLOWER for screening CSF samples for early diagnosis of Alzheimer's pathology.
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11
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Suebka S, McLeod E, Su J. Ultra-high-Q free-space coupling to microtoroid resonators. LIGHT, SCIENCE & APPLICATIONS 2024; 13:75. [PMID: 38490984 PMCID: PMC10942989 DOI: 10.1038/s41377-024-01418-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/30/2023] [Revised: 02/20/2024] [Accepted: 02/28/2024] [Indexed: 03/18/2024]
Abstract
Whispering gallery mode (WGM) microtoroid resonators are one of the most sensitive biochemical sensors in existence, capable of detecting single molecules. The main barrier for translating these devices out of the laboratory is that light is evanescently coupled into these devices though a tapered optical fiber. This hinders translation of these devices as the taper is fragile, suffers from mechanical vibration, and requires precise positioning. Here, we eliminate the need for an optical fiber by coupling light into and out from a toroid via free-space coupling and monitoring the scattered resonant light. A single long working distance objective lens combined with a digital micromirror device (DMD) was used for light injection, scattered light collection, and imaging. We obtain Q-factors as high as 1.6 × 10 8 with this approach. Electromagnetically induced transparency (EIT)-like and Fano resonances were observed in a single cavity due to indirect coupling in free space. This enables improved sensing sensitivity. The large effective coupling area (~10 μm in diameter for numerical aperture = 0.14) removes the need for precise positioning. Sensing performance was verified by combining the system with the frequency locked whispering evanescent resonator (FLOWER) approach to perform temperature sensing experiments. A thermal nonlinear optical effect was examined by tracking the resonance through FLOWER while adjusting the input power. We believe that this work will be a foundation for expanding the implementation of WGM microtoroid resonators to real-world applications.
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Affiliation(s)
- Sartanee Suebka
- Wyant College of Optical Sciences, University of Arizona, Tucson, AZ, USA
| | - Euan McLeod
- Wyant College of Optical Sciences, University of Arizona, Tucson, AZ, USA
| | - Judith Su
- Wyant College of Optical Sciences, University of Arizona, Tucson, AZ, USA.
- Department of Biomedical Engineering, University of Arizona, Tucson, AZ, USA.
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12
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Xu Y, Stanko AM, Cerione CS, Lohrey TD, McLeod E, Stoltz BM, Su J. Low Part-Per-Trillion, Humidity Resistant Detection of Nitric Oxide Using Microtoroid Optical Resonators. ACS APPLIED MATERIALS & INTERFACES 2024; 16:5120-5128. [PMID: 38240231 DOI: 10.1021/acsami.3c16012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/01/2024]
Abstract
The nitric oxide radical plays pivotal roles in physiological as well as atmospheric contexts. Although the detection of dissolved nitric oxide in vivo has been widely explored, highly sensitive (i.e., low part-per-trillion level), selective, and humidity-resistant detection of gaseous nitric oxide in air remains challenging. In the field, humidity can have dramatic effects on the accuracy and selectivity of gas sensors, confounding data, and leading to overestimation of gas concentration. Highly selective and humidity-resistant gaseous NO sensors based on laser-induced graphene were recently reported, displaying a limit of detection (LOD) of 8.3 ppb. Although highly sensitive (LOD = 590 ppq) single-wall carbon nanotube NO sensors have been reported, these sensors lack selectivity and humidity resistance. In this report, we disclose a highly sensitive (LOD = 2.34 ppt), selective, and humidity-resistant nitric oxide sensor based on a whispering-gallery mode microtoroid optical resonator. Excellent analyte selectivity was enabled via novel ferrocene-containing polymeric coatings synthesized via reversible addition-fragmentation chain-transfer polymerization. Utilizing a frequency locked optical whispering evanescent resonator system, the microtoroid's real-time resonance frequency shift response to nitric oxide was tracked with subfemtometer resolution. The lowest concentration experimentally detected was 6.4 ppt, which is the lowest reported to date. Additionally, the performance of the sensor remained consistent across different humidity environments. Lastly, the impact of the chemical composition and molecular weight of the novel ferrocene-containing polymeric coatings on sensing performance was evaluated. We anticipate that our results will have impact on a wide variety of fields where NO sensing is important such as medical diagnostics through exhaled breath, determination of planetary habitability, climate change, air quality monitoring, and treating cardiovascular and neurological disorders.
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Affiliation(s)
- Yinchao Xu
- Wyant College of Optical Sciences, The University of Arizona, Tucson, Arizona 85721, United States
- Department of Biomedical Engineering, The University of Arizona, Tucson, Arizona 85721, United States
| | - Allison M Stanko
- The Warren and Catherine Schlinger Laboratory for Chemistry and Chemical Engineering, Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, California 91125, United States
| | - Chloe S Cerione
- The Warren and Catherine Schlinger Laboratory for Chemistry and Chemical Engineering, Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, California 91125, United States
| | - Trevor D Lohrey
- The Warren and Catherine Schlinger Laboratory for Chemistry and Chemical Engineering, Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, California 91125, United States
| | - Euan McLeod
- Wyant College of Optical Sciences, The University of Arizona, Tucson, Arizona 85721, United States
- Department of Biomedical Engineering, The University of Arizona, Tucson, Arizona 85721, United States
| | - Brian M Stoltz
- The Warren and Catherine Schlinger Laboratory for Chemistry and Chemical Engineering, Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, California 91125, United States
| | - Judith Su
- Wyant College of Optical Sciences, The University of Arizona, Tucson, Arizona 85721, United States
- Department of Biomedical Engineering, The University of Arizona, Tucson, Arizona 85721, United States
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13
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Gin A, Nguyen PD, Melzer JE, Li C, Strzelinski H, Liggett SB, Su J. Label-free, real-time monitoring of membrane binding events at zeptomolar concentrations using frequency-locked optical microresonators. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.09.20.558657. [PMID: 37786702 PMCID: PMC10541581 DOI: 10.1101/2023.09.20.558657] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/04/2023]
Abstract
Binding events to elements of the cell membrane act as receptors which regulate cellular function and communication and are the targets of many small molecule drug discovery efforts for agonists and antagonists. Conventional techniques to probe these interactions generally require labels and large amounts of receptor to achieve satisfactory sensitivity. Whispering gallery mode microtoroid optical resonators have demonstrated sensitivity to detect single-molecule binding events. Here, we demonstrate the use of frequency-locked optical microtoroids for characterization of membrane interactions in vitro at zeptomolar concentrations using a supported biomimetic membrane. Arrays of microtoroids were produced using photolithography and subsequently modified with a biomimetic membrane, providing high quality (Q) factors (> 10 6 ) in aqueous environments. Fluorescent recovery after photobleaching (FRAP) experiments confirmed the retained fluidity of the microtoroid supported-lipid membrane with a diffusion coefficient of 3.38 ± 0.26 μm 2 ⋅ s - 1 . Utilizing this frequency-locked membrane-on-a-chip model combined with auto-balanced detection and non-linear post-processing techniques, we demonstrate zeptomolar detection levels The binding of Cholera Toxin B- monosialotetrahexosyl ganglioside (GM1) was monitored in real-time, with an apparent equilibrium dissociation constant k d = 1.53 nM . The measured affiny of the agonist dynorphin A 1-13 to the κ -opioid receptor revealed a k d = 3.1 nM using the same approach. Radioligand binding competition with dynorphin A 1-13 revealed a k d in agreement (1.1 nM) with the unlabeled method. The biosensing platform reported herein provides a highly sensitive real-time characterization of membrane embedded protein binding kinetics, that is rapid and label-free, for toxin screening and drug discovery, among other applications.
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Affiliation(s)
- Adley Gin
- Wyant College of Optical Sciences, The University of Arizona, Tucson, AZ 85721
| | - Phuong-Diem Nguyen
- Department of Biomedical Engineering, The University of Arizona, Tucson, AZ 85721
| | - Jeffrey E. Melzer
- Wyant College of Optical Sciences, The University of Arizona, Tucson, AZ 85721
| | - Cheng Li
- Wyant College of Optical Sciences, The University of Arizona, Tucson, AZ 85721
| | - Hannah Strzelinski
- Department of Medicine, University of South Florida Morsani College of Medicine, Tampa, FL 33612
| | - Stephen B. Liggett
- Department of Medicine, University of South Florida Morsani College of Medicine, Tampa, FL 33612
| | - Judith Su
- Wyant College of Optical Sciences, The University of Arizona, Tucson, AZ 85721
- Department of Biomedical Engineering, The University of Arizona, Tucson, AZ 85721
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Dong Y, Li Y, Wang J, Huang S, Zhang S, Wang H. Rapid and high-precision displacement sensing based on the multiple mode dip areas in a SNAP microresonator. APPLIED OPTICS 2023; 62:7240-7247. [PMID: 37855580 DOI: 10.1364/ao.502685] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/09/2023] [Accepted: 08/31/2023] [Indexed: 10/20/2023]
Abstract
Whispering gallery mode (WGM) microresonators offer significant potential for precise displacement measurement owing to their compact size, ultrahigh sensitivity, and rapid response. However, conventional WGM displacement sensors are prone to noise interference, resulting in accuracy loss, while the demodulation process for displacement often exhibits prolonged duration. To address these limitations, this study proposes a rapid and high-precision displacement sensing method based on the dip areas of multiple resonant modes in a surface nanoscale axial photonics microresonator. By employing a neural network to fit the nonlinear relationship between displacement and the areas of multiple resonant dips, we achieve displacement prediction with an accuracy better than 0.03 µm over a range of 200 µm. In comparison to alternative sensing approaches, this method exhibits resilience to temperature variations, and its sensing performance remains comparable to that in a noise-free environment as long as the signal-to-noise ratio is greater than 25 dB. Furthermore, the extraction of the dip area enables significantly enhanced speed in displacement measurement, providing an effective solution for achieving rapid and highly accurate displacement sensing.
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