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Iftesum M, Dey MK, Prasad A, Lee JG, Devireddy R, Bharti B, Gartia MR. pH-tuned reversible self-assembly of Janus particles for enhanced Raman imaging and sensing. Anal Bioanal Chem 2025:10.1007/s00216-025-05887-z. [PMID: 40319166 DOI: 10.1007/s00216-025-05887-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2025] [Revised: 04/13/2025] [Accepted: 04/16/2025] [Indexed: 05/07/2025]
Abstract
The controlled self-assembly of Janus particles via pH modulation offers an effective strategy for optimizing surface-enhanced Raman scattering (SERS) and Raman signal amplification. These asymmetric microparticles enable precise spatial organization, influencing plasmonic coupling and electromagnetic field distribution critical for SERS enhancement. Here, we investigate the pH-mediated self-assembly of Janus particles and its impact on their optical sensing performance. By adjusting solution pH, we modulate electrostatic interactions that govern particle aggregation and structural formation, leading to tunable hotspots for Raman signal enhancement. Scanning electron microscopy (SEM) characterizes the resulting nanostructures, while Raman imaging and SERS measurements assess the enhancement capabilities across different pH conditions. Our findings demonstrate that pH-mediated self-assembly plays a pivotal role in optimizing interparticle spacing and plasmonic interactions, yielding significantly amplified Raman signals. This approach provides a versatile and reproducible method for engineering SERS-active substrates, advancing their application in bioanalytical sensing, molecular diagnostics, and environmental monitoring.
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Affiliation(s)
- Maria Iftesum
- Department of Mechanical and Industrial Engineering, Louisiana State University, Baton Rouge, LA, 70803, USA
| | - Mohan Kumar Dey
- Department of Mechanical and Industrial Engineering, Louisiana State University, Baton Rouge, LA, 70803, USA
| | | | - Jin Gyun Lee
- Cain Department of Chemical Engineering, Louisiana State University, Baton Rouge, LA, 70803, USA
| | - Ram Devireddy
- Department of Mechanical and Industrial Engineering, Louisiana State University, Baton Rouge, LA, 70803, USA
| | - Bhuvnesh Bharti
- Cain Department of Chemical Engineering, Louisiana State University, Baton Rouge, LA, 70803, USA
| | - Manas Ranjan Gartia
- Department of Mechanical and Industrial Engineering, Louisiana State University, Baton Rouge, LA, 70803, USA.
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2
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Otomo A, Wiemann J, Bhattacharyya S, Yamamoto M, Yu Y, Iino R. Visualizing Single V-ATPase Rotation Using Janus Nanoparticles. NANO LETTERS 2024; 24:15638-15644. [PMID: 39573818 PMCID: PMC11638961 DOI: 10.1021/acs.nanolett.4c04109] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/23/2024] [Revised: 11/19/2024] [Accepted: 11/20/2024] [Indexed: 11/27/2024]
Abstract
Understanding the function of rotary molecular motors, such as rotary ATPases, relies on our ability to visualize single-molecule rotation. Traditional imaging methods often involve tagging those motors with nanoparticles (NPs) and inferring their rotation from the translational motion of NPs. Here, we report an approach using "two-faced" Janus NPs to directly image the rotation of a single V-ATPase from Enterococcus hirae, an ATP-driven rotary ion pump. By employing a 500 nm silica/gold Janus NP, we exploit its asymmetric optical contrast, a silica core with a gold cap on one hemisphere, to achieve precise imaging of the unidirectional counterclockwise rotation of single V-ATPase motors immobilized on surfaces. Despite the added viscous load from the relatively large Janus NP probe, our approach provides accurate torque measurements of a single V-ATPase. This study underscores the advantages of Janus NPs over conventional probes, establishing them as powerful tools for the single-molecule analysis of rotary molecular motors.
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Affiliation(s)
- Akihiro Otomo
- Institute
for Molecular Science, National Institutes of National Sciences, Okazaki, Aichi 444-8787, Japan
- Graduate
Institute for Advanced Studies, SOKENDAI, Hayama, Kanagawa 240-0193, Japan
| | - Jared Wiemann
- Department
of Chemistry, Indiana University, Bloomington, Indiana 47405, United States
| | - Swagata Bhattacharyya
- Department
of Chemistry, Indiana University, Bloomington, Indiana 47405, United States
| | - Mayuko Yamamoto
- Institute
for Molecular Science, National Institutes of National Sciences, Okazaki, Aichi 444-8787, Japan
| | - Yan Yu
- Department
of Chemistry, Indiana University, Bloomington, Indiana 47405, United States
| | - Ryota Iino
- Institute
for Molecular Science, National Institutes of National Sciences, Okazaki, Aichi 444-8787, Japan
- Graduate
Institute for Advanced Studies, SOKENDAI, Hayama, Kanagawa 240-0193, Japan
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3
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Yu Y, Zhang Z, Yu Y. Timing of Phagosome Maturation Depends on Their Transport Switching from Actin to Microtubule Tracks. J Phys Chem B 2023; 127:9312-9322. [PMID: 37871280 PMCID: PMC10759163 DOI: 10.1021/acs.jpcb.3c05647] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2023]
Abstract
Phagosomes, specialized membrane compartments responsible for digesting internalized pathogens, undergo sequential dynamic and biochemical changes as they mature from nascent phagosomes to degradative phagolysosomes. Maturation of phagosomes depends on their transport along actin filaments and microtubules. However, the specific quantitative relationship between the biochemical transformation and transport dynamics remains poorly characterized. The autonomous nature of phagosomes, moving and maturing at different rates, makes understanding this relationship challenging. Addressing this challenge, in this study we engineered particle sensors to image and quantify single phagosomes' maturation. We found that as phagosomes move from the actin cortex to microtubule tracks, the timing of their actin-to-microtubule transition governs the duration of the early phagosome stage before acquiring degradative capacities. Prolonged entrapment of phagosomes in the actin cortex extends the early phagosome stage by delaying the dissociation of early endosome markers and phagosome acidification. Conversely, a shortened transition from actin- to microtubule-based movements causes the opposite effect on phagosome maturation. These results suggest that the actin- and microtubule-based transport of phagosomes functions like a "clock" to coordinate the timing of biochemical events during phagosome maturation, which is crucial for effective pathogen degradation.
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Affiliation(s)
- Yanqi Yu
- Department of Chemistry, Indiana University, Bloomington, Indiana 47405-7102, United States
| | - Zihan Zhang
- Department of Chemistry, Indiana University, Bloomington, Indiana 47405-7102, United States
| | - Yan Yu
- Department of Chemistry, Indiana University, Bloomington, Indiana 47405-7102, United States
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4
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Yu Y, Zhang Z, Walpole GFW, Yu Y. Kinetics of phagosome maturation is coupled to their intracellular motility. Commun Biol 2022; 5:1014. [PMID: 36163370 PMCID: PMC9512794 DOI: 10.1038/s42003-022-03988-4] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2022] [Accepted: 09/12/2022] [Indexed: 11/09/2022] Open
Abstract
Immune cells degrade internalized pathogens in phagosomes through sequential biochemical changes. The degradation must be fast enough for effective infection control. The presumption is that each phagosome degrades cargos autonomously with a distinct but stochastic kinetic rate. However, here we show that the degradation kinetics of individual phagosomes is not stochastic but coupled to their intracellular motility. By engineering RotSensors that are optically anisotropic, magnetic responsive, and fluorogenic in response to degradation activities in phagosomes, we monitored cargo degradation kinetics in single phagosomes simultaneously with their translational and rotational dynamics. We show that phagosomes that move faster centripetally are more likely to encounter and fuse with lysosomes, thereby acidifying faster and degrading cargos more efficiently. The degradation rates increase nearly linearly with the translational and rotational velocities of phagosomes. Our results indicate that the centripetal motion of phagosomes functions as a clock for controlling the progression of cargo degradation.
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Affiliation(s)
- Yanqi Yu
- Department of Chemistry, Indiana University, Bloomington, IN, 47405-7102, USA
| | - Zihan Zhang
- Department of Chemistry, Indiana University, Bloomington, IN, 47405-7102, USA
| | - Glenn F W Walpole
- Program in Cell Biology, The Hospital for Sick Children, Toronto, Ontario, Canada
- Department of Biochemistry, University of Toronto, Toronto, Ontario, Canada
| | - Yan Yu
- Department of Chemistry, Indiana University, Bloomington, IN, 47405-7102, USA.
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5
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Lokesh M, Nalupurackal G, Roy S, Chakraborty S, Goswami J, Gunaseelan M, Roy B. Generation of partial roll rotation in a hexagonal NaYF 4 particle by switching between different optical trapping configurations. OPTICS EXPRESS 2022; 30:28325-28334. [PMID: 35919192 PMCID: PMC7613164 DOI: 10.1364/oe.462932] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/02/2022] [Accepted: 06/28/2022] [Indexed: 06/15/2023]
Abstract
Typically a rigid body can have three degrees of rotational freedom. Among these, there can be two types of out-of-plane rotational modes, called the pitch and the roll. The pitch motion is typically to turn the particle along an axis orthogonal to the axis of symmetry. However, rotation about the axis of symmetry (called the roll motion) has so far not been shown in optical tweezers. It is here that we use a hexagonal shaped particle (NaYF4) which prefers to align side on with the optical tweezers [Rodriguez-Sevilla et al., Nano Letters 16, 8005 (2016)]. In this work, we find that the stable configuration of the hexagonal particle changes while using one beam and two beams, so that when one of the tweezers beams is switched on and off, the particle tends to switch between the different configurations. Thus we get a controlled roll motion. This is the first time that controlled partial roll motions have been generated in optical tweezers.
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Li X, Chen L, Cui D, Jiang W, Han L, Niu N. Preparation and application of Janus nanoparticles: Recent development and prospects. Coord Chem Rev 2022. [DOI: 10.1016/j.ccr.2021.214318] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
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Filbrun SL, Zhao F, Chen K, Huang TX, Yang M, Cheng X, Dong B, Fang N. Imaging Dynamic Processes in Multiple Dimensions and Length Scales. Annu Rev Phys Chem 2022; 73:377-402. [PMID: 35119943 DOI: 10.1146/annurev-physchem-090519-034100] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Optical microscopy has become an invaluable tool for investigating complex samples. Over the years, many advances to optical microscopes have been made that have allowed us to uncover new insights into the samples studied. Dynamic changes in biological and chemical systems are of utmost importance to study. To probe these samples, multidimensional approaches have been developed to acquire a fuller understanding of the system of interest. These dimensions include the spatial information, such as the three-dimensional coordinates and orientation of the optical probes, and additional chemical and physical properties through combining microscopy with various spectroscopic techniques. In this review, we survey the field of multidimensional microscopy and provide an outlook on the field and challenges that may arise. Expected final online publication date for the Annual Review of Physical Chemistry, Volume 73 is April 2022. Please see http://www.annualreviews.org/page/journal/pubdates for revised estimates.
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Affiliation(s)
- Seth L Filbrun
- Department of Chemistry, Georgia State University, Atlanta, Georgia, USA
| | - Fei Zhao
- Department of Chemistry, Georgia State University, Atlanta, Georgia, USA
| | - Kuangcai Chen
- Department of Chemistry, Georgia State University, Atlanta, Georgia, USA.,Imaging Core Facility, Georgia State University, Atlanta, Georgia, USA
| | - Teng-Xiang Huang
- Department of Chemistry, Georgia State University, Atlanta, Georgia, USA
| | - Meek Yang
- Department of Chemistry and Biochemistry, University of Arkansas, Fayetteville, Arkansas, USA;
| | - Xiaodong Cheng
- The MOE Key Laboratory of Spectrochemical Analysis and Instrumentation, State Key Laboratory of Physical Chemistry of Solid Surfaces, Innovation Laboratory for Sciences and Technologies of Energy Materials of Fujian Province (IKKEM), Xiamen Key Laboratory of Analytical Molecular Nanotechnology, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen, Fujian, China; ,
| | - Bin Dong
- Department of Chemistry and Biochemistry, University of Arkansas, Fayetteville, Arkansas, USA;
| | - Ning Fang
- The MOE Key Laboratory of Spectrochemical Analysis and Instrumentation, State Key Laboratory of Physical Chemistry of Solid Surfaces, Innovation Laboratory for Sciences and Technologies of Energy Materials of Fujian Province (IKKEM), Xiamen Key Laboratory of Analytical Molecular Nanotechnology, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen, Fujian, China; ,
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8
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Lee S, Kim H, Higuchi H, Ishikawa M. Visualization Method for the Cell-Level Vesicle Transport Using Optical Flow and a Diverging Colormap. SENSORS (BASEL, SWITZERLAND) 2021; 21:E522. [PMID: 33450927 PMCID: PMC7828387 DOI: 10.3390/s21020522] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/01/2020] [Revised: 01/05/2021] [Accepted: 01/12/2021] [Indexed: 11/25/2022]
Abstract
Elucidation of cell-level transport mediated by vesicles within a living cell provides key information regarding viral infection processes and also drug delivery mechanisms. Although the single-particle tracking method has enabled clear analysis of individual vesicle trajectories, information regarding the entire cell-level intracellular transport is hardly obtainable, due to the difficulty in collecting a large dataset with current methods. In this paper, we propose a visualization method of vesicle transport using optical flow, based on geometric cell center estimation and vector analysis, for measuring the trafficking directions. As a quantitative visualization method for determining the intracellular transport status, the proposed method is expected to be universally exploited in various biomedical cell image analyses.
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Affiliation(s)
- Seohyun Lee
- Information Technology Center, Data Science Research Division, The University of Tokyo, Hongo 7-3-1, Bunkyo-ku, Tokyo 113-8656, Japan; (H.K.); (M.I.)
| | - Hyuno Kim
- Information Technology Center, Data Science Research Division, The University of Tokyo, Hongo 7-3-1, Bunkyo-ku, Tokyo 113-8656, Japan; (H.K.); (M.I.)
| | - Hideo Higuchi
- Department of Physics, Graduate School of Science, The University of Tokyo, Hongo 7-3-1, Bunkyo-ku, Tokyo 113-0033, Japan;
| | - Masatoshi Ishikawa
- Information Technology Center, Data Science Research Division, The University of Tokyo, Hongo 7-3-1, Bunkyo-ku, Tokyo 113-8656, Japan; (H.K.); (M.I.)
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Lee Y, Wu D, Fang Y, Peng Y, Tian B. Tracking Longitudinal Rotation of Silicon Nanowires for Biointerfaces. NANO LETTERS 2020; 20:3852-3857. [PMID: 32208712 PMCID: PMC7227009 DOI: 10.1021/acs.nanolett.0c00974] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/04/2020] [Revised: 03/21/2020] [Indexed: 06/01/2023]
Abstract
The rolling motion (i.e., longitudinal rotation) of nanomaterials may serve as a proxy to probe microscopic environments. Furthermore, nanoscale rotations in biological systems are common but difficult to measure. Here, we report a new tool that measures rolling motion of a nanowire with a short arm grown at one end. We present a particle detection algorithm with subpixel resolution and image segmentation with principal component analysis that enables precise and automated determination of the nanowire orientation. We show that the nanowires' rolling dynamics can be significantly affected by their surroundings and demonstrate the probes' ability to reflect different nanobio interactions. A non-cell-interacting nanowire undergoes rapid subdiffusive rotation, while a cell-interacting nanowire exhibits superdiffusive unidirectional rotation when the cell membrane actively interacts with the nanowire and slow subdiffusive rotation when it is fully encompassed by the cell. Our method can be used to yield insights into various biophysical and assembly processes.
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Affiliation(s)
- Youjin
V. Lee
- Department
of Chemistry, University of Chicago, Chicago, Illinois 60637, United States
| | - David Wu
- Department
of Medicine, Section of Pulmonary and Critical Care Medicine, University of Chicago, Chicago, Illinois 60637, United States
| | - Yun Fang
- Department
of Medicine, Section of Pulmonary and Critical Care Medicine, University of Chicago, Chicago, Illinois 60637, United States
| | - Yuxing Peng
- Research
Computing Center, University of Chicago, Chicago, Illinois 60637, United States
| | - Bozhi Tian
- Department
of Chemistry, University of Chicago, Chicago, Illinois 60637, United States
- James
Franck Institute, The University of Chicago, Chicago, Illinois 60637, United States
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10
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Lee S, Higuchi H. 3D rotational motion of an endocytic vesicle on a complex microtubule network in a living cell. BIOMEDICAL OPTICS EXPRESS 2019; 10:6611-6624. [PMID: 31853420 PMCID: PMC6913383 DOI: 10.1364/boe.10.006611] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/09/2019] [Revised: 11/19/2019] [Accepted: 11/20/2019] [Indexed: 05/24/2023]
Abstract
The transport dynamics of endocytic vesicles in a living cell contains essential biomedical information. Although the movement mechanism of a vesicle by motor proteins has been revealed, understanding the precise movement of vesicles on the cytoskeleton in a living cell has been considered challenging, due to the complex 3D network of cytoskeletons. Here, we specify the shape of the 3D interaction between the vesicle and microtubule, based on the theoretically estimated location of the microtubule and the vesicle trajectory data acquired at high spatial and temporal precision. We detected that vesicles showed more frequent direction changes with either in very acute or in obtuse angles than right angles, on similar time scales in a microtubule network. Interestingly, when a vesicle interacted with a relatively longer (> 400 nm) microtubule filament, rotational movement along the axis of the microtubule was frequently observed. Our results are expected to give in-depth insight into understanding the actual 3D interactions between the intracellular molecule and complex cytoskeletal network.
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11
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Cargos Rotate at Microtubule Intersections during Intracellular Trafficking. Biophys J 2019; 114:2900-2909. [PMID: 29925026 DOI: 10.1016/j.bpj.2018.05.010] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2017] [Revised: 04/28/2018] [Accepted: 05/04/2018] [Indexed: 11/21/2022] Open
Abstract
Intracellular cargos are transported by molecular motors along actin and microtubules, but how their dynamics depends on the complex structure of the cytoskeletal network remains unclear. In this study, we investigated this longstanding question by measuring simultaneously the rotational and translational dynamics of cargos at microtubule intersections in living cells. We engineered two-faced particles that are fluorescent on one hemisphere and opaque on the other and used their optical anisotropy to report the rotation of cargos. We show that cargos undergo brief episodes of unidirectional and rapid rotation while pausing at microtubule intersections. Probability and amplitude of the cargo rotation depend on the geometry of the intersecting filaments. The cargo rotation is not random motion due to detachment from microtubules, as revealed by statistical analyses of the translational and rotational dynamics. Instead, it is an active rotation driven by motor proteins. Although cargos are known to pause at microtubule intersections, this study reveals a different dimension of dynamics at this seemingly static state and, more importantly, provides direct evidence showing the correlation between cargo rotation and the geometry of underlying microtubule intersections.
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