1
|
Bednarkiewicz A, Szalkowski M, Majak M, Korczak Z, Misiak M, Maćkowski S. All-Optical Data Processing with Photon-Avalanching Nanocrystalline Photonic Synapse. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2023; 35:e2304390. [PMID: 37572370 DOI: 10.1002/adma.202304390] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/10/2023] [Revised: 08/01/2023] [Indexed: 08/14/2023]
Abstract
Data processing and storage in electronic devices are typically performed as a sequence of elementary binary operations. Alternative approaches, such as neuromorphic or reservoir computing, are rapidly gaining interest where data processing is relatively slow, but can be performed in a more comprehensive way or massively in parallel, like in neuronal circuits. Here, time-domain all-optical information processing capabilities of photon-avalanching (PA) nanoparticles at room temperature are discovered. Demonstrated functionality resembles properties found in neuronal synapses, such as: paired-pulse facilitation and short-term internal memory, in situ plasticity, multiple inputs processing, and all-or-nothing threshold response. The PA-memory-like behavior shows capability of machine-learning-algorithm-free feature extraction and further recognition of 2D patterns with simple 2 input artificial neural network. Additionally, high nonlinearity of luminescence intensity in response to photoexcitation mimics and enhances spike-timing-dependent plasticity that is coherent in nature with the way a sound source is localized in animal neuronal circuits. Not only are yet unexplored fundamental properties of photon-avalanche luminescence kinetics studied, but this approach, combined with recent achievements in photonics, light confinement and guiding, promises all-optical data processing, control, adaptive responsivity, and storage on photonic chips.
Collapse
Affiliation(s)
- Artur Bednarkiewicz
- Institute of Low Temperature and Structure Research, Polish Academy of Sciences, ul. Okólna 2, Wroclaw, 50-422, Poland
| | - Marcin Szalkowski
- Institute of Low Temperature and Structure Research, Polish Academy of Sciences, ul. Okólna 2, Wroclaw, 50-422, Poland
- Nanophotonics Group, Institute of Physics, Faculty of Physics, Astronomy and Informatics, Nicolaus Copernicus University in Toruń, 87-100, Toruń, ul. Grudziądzka 5, Poland
| | - Martyna Majak
- Institute of Low Temperature and Structure Research, Polish Academy of Sciences, ul. Okólna 2, Wroclaw, 50-422, Poland
| | - Zuzanna Korczak
- Institute of Low Temperature and Structure Research, Polish Academy of Sciences, ul. Okólna 2, Wroclaw, 50-422, Poland
| | - Małgorzata Misiak
- Institute of Low Temperature and Structure Research, Polish Academy of Sciences, ul. Okólna 2, Wroclaw, 50-422, Poland
| | - Sebastian Maćkowski
- Nanophotonics Group, Institute of Physics, Faculty of Physics, Astronomy and Informatics, Nicolaus Copernicus University in Toruń, 87-100, Toruń, ul. Grudziądzka 5, Poland
| |
Collapse
|
2
|
Ceresa L, Chavez J, Bus MM, Budowle B, Kitchner E, Kimball J, Gryczynski I, Gryczynski Z. Multi intercalators FRET enhanced detection of minute amounts of DNA. EUROPEAN BIOPHYSICS JOURNAL : EBJ 2023; 52:593-605. [PMID: 37140595 DOI: 10.1007/s00249-023-01655-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/15/2023] [Accepted: 04/15/2023] [Indexed: 05/05/2023]
Abstract
A novel approach is presented that increases sensitivity and specificity for detecting minimal traces of DNA in liquid and on solid samples. Förster Resonance Energy Transfer (FRET) from YOYO to Ethidium Bromide (EtBr) substantially increases the signal from DNA-bound EtBr highly enhancing sensitivity and specificity for DNA detection. The long fluorescence lifetime of the EtBr acceptor, when bound to DNA, allows for multi-pulse pumping with time gated (MPPTG) detection, which highly increases the detectable signal of DNA-bound EtBr. A straightforward spectra/image subtraction eliminates sample background and allows for a huge increase in the overall detection sensitivity. Using a combination of FRET and MPPTG detection an amount as small as 10 pg of DNA in a microliter sample can be detected without any additional sample purification/manipulation or use of amplification technologies. This amount of DNA is comparable to the DNA content of a one to two human cells. Such a detection method based on simple optics opens the potential for robust, highly sensitive DNA detection/imaging in the field, quick evaluation/sorting (i.e., triaging) of collected DNA samples, and can support various diagnostic assays.
Collapse
Affiliation(s)
- Luca Ceresa
- Department of Physics and Astronomy, Texas Christian University, Fort Worth, TX, 76109, USA.
| | - Jose Chavez
- Department of Physics and Astronomy, Texas Christian University, Fort Worth, TX, 76109, USA
| | - Magdalena M Bus
- Center for Human Identification, University of North Texas Health Science Center, 3500 Camp Bowie Blvd., Fort Worth, TX, 76107, USA
- Department of Microbiology, Immunology and Genetics, Graduate School of Biomedical Sciences, University of North Texas Health Science Center, 3500 Camp Bowie Blvd., Fort Worth, TX, 76107, USA
| | - Bruce Budowle
- Department of Forensic Medicine, University of Helsinki, Helsinki, Finland
- Forensic Science Institute, Radford University, Radford, VA, USA
| | - Emma Kitchner
- Department of Physics and Astronomy, Texas Christian University, Fort Worth, TX, 76109, USA
| | - Joseph Kimball
- Department of Physics and Astronomy, Texas Christian University, Fort Worth, TX, 76109, USA
| | - Ignacy Gryczynski
- Department of Physics and Astronomy, Texas Christian University, Fort Worth, TX, 76109, USA
| | - Zygmunt Gryczynski
- Department of Physics and Astronomy, Texas Christian University, Fort Worth, TX, 76109, USA
| |
Collapse
|
3
|
Ceresa L, Chavez J, Kitchner E, Kimball J, Gryczynski I, Gryczynski Z. Imaging and detection of long-lived fluorescence probes in presence of highly emissive and scattering background. Exp Biol Med (Maywood) 2022; 247:1840-1851. [PMID: 35938479 PMCID: PMC9679360 DOI: 10.1177/15353702221112121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
Optical biomedical imaging and diagnostics is a rapidly growing field that provides both structural and functional information with uses ranging from fundamental to practical clinical applications. Nevertheless, imaging/visualizing fluorescence objects with high spatial resolution in a highly scattering and emissive biological medium continues to be a significant challenge. A fundamental limiting factor for imaging technologies is the signal-to-background ratio (SBR). For a long time to improve the SBR, we tried to improve the brightness of fluorescence probes. Many novel fluorophores with improved brightness (almost reaching the theoretical limit), redshifted emission, highly improved photostability, and biocompatibility greatly helped advance fluorescence detection and imaging. However, autofluorescence, scattering of excitation light, and Raman scattering remain fundamental limiting problems that drastically limit detection sensitivity. Similarly, significant efforts were focused on reducing the background. High-quality sample purification eliminates the majority of autofluorescence background and in a limited confocal volume allows detection to reach the ultimate sensitivity to a single molecule. However, detection and imaging in physiological conditions does not allow for any sample (cells or tissue) purification, forcing us to face a fundamental limitation. A significant improvement in limiting background can be achieved when fluorophores with a long fluorescence lifetime are used, and time-gated detection is applied. However, all long-lived fluorophores present low brightness, limiting the potential improvement. We recently proposed to utilize multipulse excitation (burst of pulses) to enhance the relative signal of long-lived fluorophores and significantly improve the SBR. Herein, we present results obtained with multipulse excitation and compare them with standard single-pulse excitation. Subtraction of images obtained with a single pulse from those obtained with pulse burst (differential image) highly limits background and instrumental noise resulting in more specific/sensitive detection and allows to achieve greater imaging depth in highly scattering media, including skin and tissue.
Collapse
|
4
|
Liisberg MB, Krause S, Cerretani C, Vosch T. Probing emission of a DNA-stabilized silver nanocluster from the sub-nanosecond to millisecond timescale in a single measurement. Chem Sci 2022; 13:5582-5587. [PMID: 35694333 PMCID: PMC9116328 DOI: 10.1039/d2sc01137a] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2022] [Accepted: 04/21/2022] [Indexed: 12/14/2022] Open
Abstract
A method for measuring emission over a range of sub-nanosecond to millisecond timescales is presented and demonstrated for a DNA-stabilized silver nanocluster (DNA-AgNC) displaying dual emission. This approach allows one to disentangle the temporal evolution of the two spectrally overlapping signals and to determine both the nano- and microsecond decay times of the two emission components, together with the time they take to reach the steady-state equilibrium. Addition of a second near-infrared laser, synchronized with a fixed delay, enables simultaneous characterization of optically activated delayed fluorescence (OADF). For this particular DNA-AgNC, we demonstrate that the microsecond decay times of the luminescent state and the OADF-responsible state are similar, indicating that the OADF process starts from the luminescent state.
Collapse
Affiliation(s)
- Mikkel Baldtzer Liisberg
- Nanoscience Center, Department of Chemistry, University of Copenhagen Universitetsparken 5 2100 Copenhagen Denmark
| | - Stefan Krause
- Nanoscience Center, Department of Chemistry, University of Copenhagen Universitetsparken 5 2100 Copenhagen Denmark
| | - Cecilia Cerretani
- Nanoscience Center, Department of Chemistry, University of Copenhagen Universitetsparken 5 2100 Copenhagen Denmark
| | - Tom Vosch
- Nanoscience Center, Department of Chemistry, University of Copenhagen Universitetsparken 5 2100 Copenhagen Denmark
| |
Collapse
|
5
|
Ceresa L, Kitchner E, Seung M, Bus MM, Budowle B, Chavez J, Gryczynski I, Gryczynski Z. A novel approach to imaging and visualization of minute amounts of DNA in small volume samples. Analyst 2021; 146:6520-6527. [PMID: 34559174 DOI: 10.1039/d1an01391b] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
This report presents a novel approach for detecting and visualizing small to trace amounts of DNA in a sample. By utilizing both the change in emission spectrum and change in fluorescence lifetime, there is a significant increase in detection sensitivity allowing for the imaging/visualizing of a picograms amount of DNA in a microliters volume. As in the previous reports, one of the oldest DNA intercalators, Ethidium Bromide (EtBr), is employed as a model system. With this new approach, it is feasible to visualize just a few hundred picograms of DNA without the need for prior DNA amplification. The sensitivity can later be largely improved by using an intercalator that exhibits a higher affinity to DNA and a larger fluorescence change upon binding to DNA (e.g., ethidium homodimer, YOYO, or Diamond nucleic acid dyes).
Collapse
Affiliation(s)
- Luca Ceresa
- Department of Physics and Astronomy, Texas Christian University, 2800 S. University, Dr. Fort Worth, Texas, 76129, USA.
| | - Emma Kitchner
- Department of Physics and Astronomy, Texas Christian University, 2800 S. University, Dr. Fort Worth, Texas, 76129, USA.
| | - Michael Seung
- Department of Physics and Astronomy, Texas Christian University, 2800 S. University, Dr. Fort Worth, Texas, 76129, USA.
| | - Magdalena M Bus
- Center for Human Identification, Graduate School of Biomedical Sciences, University of North Texas Health Science Center, 3500 Camp Bowie Blvd, CBH-250, Ft Worth, TX 76107, USA.,Department of Microbiology, Immunology and Genetics, Graduate School of Biomedical Sciences, University of North Texas Health Science Center, Ft Worth, TX 76107, USA
| | - Bruce Budowle
- Center for Human Identification, Graduate School of Biomedical Sciences, University of North Texas Health Science Center, 3500 Camp Bowie Blvd, CBH-250, Ft Worth, TX 76107, USA.,Department of Microbiology, Immunology and Genetics, Graduate School of Biomedical Sciences, University of North Texas Health Science Center, Ft Worth, TX 76107, USA
| | - Jose Chavez
- Department of Physics and Astronomy, Texas Christian University, 2800 S. University, Dr. Fort Worth, Texas, 76129, USA.
| | - Ignacy Gryczynski
- Department of Physics and Astronomy, Texas Christian University, 2800 S. University, Dr. Fort Worth, Texas, 76129, USA.
| | - Zygmunt Gryczynski
- Department of Physics and Astronomy, Texas Christian University, 2800 S. University, Dr. Fort Worth, Texas, 76129, USA.
| |
Collapse
|
6
|
Kimball JD, Maliwal B, Raut SL, Doan H, Nurekeyev Z, Gryczynski I, Gryczynski Z. Enhanced DNA detection using a multiple pulse pumping scheme with time-gating (MPPTG). Analyst 2018; 143:2819-2827. [DOI: 10.1039/c8an00136g] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Fluorescence signal enhancement induced by the binding of intercalators to DNA has been broadly utilized in various DNA detection methods.
Collapse
Affiliation(s)
- Joseph D. Kimball
- Department of Physics and Astronomy
- Texas Christian University
- 2800 S. University Dr. Fort Worth
- USA
| | - Badri Maliwal
- Department of Physics and Astronomy
- Texas Christian University
- 2800 S. University Dr. Fort Worth
- USA
| | - Sangram L. Raut
- Department of Physiology and Anatomy
- UNT Health Science Center
- Fort Worth
- USA
| | - Hung Doan
- Department of Physics and Astronomy
- Texas Christian University
- 2800 S. University Dr. Fort Worth
- USA
| | - Zhangatay Nurekeyev
- Department of Physics and Astronomy
- Texas Christian University
- 2800 S. University Dr. Fort Worth
- USA
| | - Ignacy Gryczynski
- Institute for Molecular Medicine
- Program in Fluorescence Technologies at the Center for Cancer Research
- UNT Health Science Center
- Fort Worth
- USA
| | - Zygmunt Gryczynski
- Department of Physics and Astronomy
- Texas Christian University
- 2800 S. University Dr. Fort Worth
- USA
| |
Collapse
|
7
|
Mely Y, Diaspro A. 13th Conference on Methods and Applications in Fluorescence-MAF-13. Methods Appl Fluoresc 2014; 2:020201. [PMID: 29148462 DOI: 10.1088/2050-6120/2/2/020201] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
|