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High-throughput smFRET analysis of freely diffusing nucleic acid molecules and associated proteins. Methods 2019; 169:21-45. [PMID: 31356875 DOI: 10.1016/j.ymeth.2019.07.021] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2019] [Revised: 06/24/2019] [Accepted: 07/22/2019] [Indexed: 11/21/2022] Open
Abstract
Single-molecule Förster resonance energy transfer (smFRET) is a powerful technique for nanometer-scale studies of single molecules. Solution-based smFRET, in particular, can be used to study equilibrium intra- and intermolecular conformations, binding/unbinding events and conformational changes under biologically relevant conditions without ensemble averaging. However, single-spot smFRET measurements in solution are slow. Here, we detail a high-throughput smFRET approach that extends the traditional single-spot confocal geometry to a multispot one. The excitation spots are optically conjugated to two custom silicon single photon avalanche diode (SPAD) arrays. Two-color excitation is implemented using a periodic acceptor excitation (PAX), allowing distinguishing between singly- and doubly-labeled molecules. We demonstrate the ability of this setup to rapidly and accurately determine FRET efficiencies and population stoichiometries by pooling the data collected independently from the multiple spots. We also show how the high throughput of this approach can be used o increase the temporal resolution of single-molecule FRET population characterization from minutes to seconds. Combined with microfluidics, this high-throughput approach will enable simple real-time kinetic studies as well as powerful molecular screening applications.
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Ingargiola A, Lerner E, Chung S, Panzeri F, Gulinatti A, Rech I, Ghioni M, Weiss S, Michalet X. Multispot single-molecule FRET: High-throughput analysis of freely diffusing molecules. PLoS One 2017; 12:e0175766. [PMID: 28419142 PMCID: PMC5395192 DOI: 10.1371/journal.pone.0175766] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2017] [Accepted: 03/30/2017] [Indexed: 12/03/2022] Open
Abstract
We describe an 8-spot confocal setup for high-throughput smFRET assays and illustrate its performance with two characteristic experiments. First, measurements on a series of freely diffusing doubly-labeled dsDNA samples allow us to demonstrate that data acquired in multiple spots in parallel can be properly corrected and result in measured sample characteristics consistent with those obtained with a standard single-spot setup. We then take advantage of the higher throughput provided by parallel acquisition to address an outstanding question about the kinetics of the initial steps of bacterial RNA transcription. Our real-time kinetic analysis of promoter escape by bacterial RNA polymerase confirms results obtained by a more indirect route, shedding additional light on the initial steps of transcription. Finally, we discuss the advantages of our multispot setup, while pointing potential limitations of the current single laser excitation design, as well as analysis challenges and their solutions.
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Affiliation(s)
- Antonino Ingargiola
- Department of Chemistry & Biochemistry, UCLA, Los Angeles, CA, United States of America
- * E-mail: (AI); (XM)
| | - Eitan Lerner
- Department of Chemistry & Biochemistry, UCLA, Los Angeles, CA, United States of America
| | - SangYoon Chung
- Department of Chemistry & Biochemistry, UCLA, Los Angeles, CA, United States of America
| | - Francesco Panzeri
- Dipartimento di Elettronica, Informazione e Bioingeneria, Politecnico di Milano, Milan, Italy
| | - Angelo Gulinatti
- Dipartimento di Elettronica, Informazione e Bioingeneria, Politecnico di Milano, Milan, Italy
| | - Ivan Rech
- Dipartimento di Elettronica, Informazione e Bioingeneria, Politecnico di Milano, Milan, Italy
| | - Massimo Ghioni
- Dipartimento di Elettronica, Informazione e Bioingeneria, Politecnico di Milano, Milan, Italy
| | - Shimon Weiss
- Department of Chemistry & Biochemistry, UCLA, Los Angeles, CA, United States of America
| | - Xavier Michalet
- Department of Chemistry & Biochemistry, UCLA, Los Angeles, CA, United States of America
- * E-mail: (AI); (XM)
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Backtracked and paused transcription initiation intermediate of Escherichia coli RNA polymerase. Proc Natl Acad Sci U S A 2016; 113:E6562-E6571. [PMID: 27729537 DOI: 10.1073/pnas.1605038113] [Citation(s) in RCA: 56] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Initiation is a highly regulated, rate-limiting step in transcription. We used a series of approaches to examine the kinetics of RNA polymerase (RNAP) transcription initiation in greater detail. Quenched kinetics assays, in combination with gel-based assays, showed that RNAP exit kinetics from complexes stalled at later stages of initiation (e.g., from a 7-base transcript) were markedly slower than from earlier stages (e.g., from a 2- or 4-base transcript). In addition, the RNAP-GreA endonuclease accelerated transcription kinetics from otherwise delayed initiation states. Further examination with magnetic tweezers transcription experiments showed that RNAP adopted a long-lived backtracked state during initiation and that the paused-backtracked initiation intermediate was populated abundantly at physiologically relevant nucleoside triphosphate (NTP) concentrations. The paused intermediate population was further increased when the NTP concentration was decreased and/or when an imbalance in NTP concentration was introduced (situations that mimic stress). Our results confirm the existence of a previously hypothesized paused and backtracked RNAP initiation intermediate and suggest it is biologically relevant; furthermore, such intermediates could be exploited for therapeutic purposes and may reflect a conserved state among paused, initiating eukaryotic RNA polymerase II enzymes.
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Gulinatti A, Ceccarelli F, Rech I, Ghioni M. Silicon technologies for arrays of Single Photon Avalanche Diodes. PROCEEDINGS OF SPIE--THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING 2016; 9858:98580A. [PMID: 27761058 PMCID: PMC5061057 DOI: 10.1117/12.2223884] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
In order to fulfill the requirements of many applications, we recently developed a new technology aimed at combining the advantages of traditional thin and thick silicon Single Photon Avalanche Diodes (SPAD). In particular we demonstrated single-pixel detectors with a remarkable improvement in the Photon Detection Efficiency in the red/near-infrared spectrum (e.g. 40% at 800nm) while maintaining a timing jitter better than 100ps. In this paper we discuss the limitations of such Red-Enhanced (RE) technology from the point of view of the fabrication of small arrays of SPAD and we propose modifications to the structure aimed at overcoming these issues. We also report the first preliminary experimental results attained on devices fabricated adopting the improved structure.
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Affiliation(s)
- Angelo Gulinatti
- Politecnico di Milano, Dipartimento di Elettronica, Informazione e Bioingegneria, piazza Leonardo da Vinci 32 - 20133 Milano, Italy
| | - Francesco Ceccarelli
- Politecnico di Milano, Dipartimento di Elettronica, Informazione e Bioingegneria, piazza Leonardo da Vinci 32 - 20133 Milano, Italy
| | - Ivan Rech
- Politecnico di Milano, Dipartimento di Elettronica, Informazione e Bioingegneria, piazza Leonardo da Vinci 32 - 20133 Milano, Italy
| | - Massimo Ghioni
- Politecnico di Milano, Dipartimento di Elettronica, Informazione e Bioingegneria, piazza Leonardo da Vinci 32 - 20133 Milano, Italy; MPD Micro-Photon-Devices, via Stradivari 4 - 39100 Bolzano, Italy
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5
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Michalet X, Ingargiola A, Colyer RA, Scalia G, Weiss S, Maccagnani P, Gulinatti A, Rech I, Ghioni M. Silicon photon-counting avalanche diodes for single-molecule fluorescence spectroscopy. IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS : A PUBLICATION OF THE IEEE LASERS AND ELECTRO-OPTICS SOCIETY 2014; 20:38044201-380442020. [PMID: 25309114 PMCID: PMC4190971 DOI: 10.1109/jstqe.2014.2341568] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/06/2023]
Abstract
Solution-based single-molecule fluorescence spectroscopy is a powerful experimental tool with applications in cell biology, biochemistry and biophysics. The basic feature of this technique is to excite and collect light from a very small volume and work in a low concentration regime resulting in rare burst-like events corresponding to the transit of a single molecule. Detecting photon bursts is a challenging task: the small number of emitted photons in each burst calls for high detector sensitivity. Bursts are very brief, requiring detectors with fast response time and capable of sustaining high count rates. Finally, many bursts need to be accumulated to achieve proper statistical accuracy, resulting in long measurement time unless parallelization strategies are implemented to speed up data acquisition. In this paper we will show that silicon single-photon avalanche diodes (SPADs) best meet the needs of single-molecule detection. We will review the key SPAD parameters and highlight the issues to be addressed in their design, fabrication and operation. After surveying the state-of-the-art SPAD technologies, we will describe our recent progress towards increasing the throughput of single-molecule fluorescence spectroscopy in solution using parallel arrays of SPADs. The potential of this approach is illustrated with single-molecule Förster resonance energy transfer measurements.
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Affiliation(s)
- Xavier Michalet
- Department of Chemistry and Biochemistry, UCLA, Los Angeles, CA 90046,
USA
| | | | - Ryan A. Colyer
- Department of Chemistry and Biochemistry, UCLA, Los Angeles, CA 90046,
USA
- Department of Science, Cabrini College, Radnor, PA 19087, USA
| | - Giuseppe Scalia
- Department of Chemistry and Biochemistry, UCLA, Los Angeles, CA 90046,
USA
- Département de Physique, Université de Fribourg, 1700
Fribourg, Switzerland
| | - Shimon Weiss
- Department of Chemistry and Biochemistry, UCLA, Los Angeles, CA 90046,
USA
| | - Piera Maccagnani
- Istituto per la Microelettronica e Microsistemi (IMM-CNR), Sezione di
Bologna, 40129 Bologna, Italy
| | - Angelo Gulinatti
- Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di
Milano, 20133 Milano, Italy
| | - Ivan Rech
- Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di
Milano, 20133 Milano, Italy
| | - Massimo Ghioni
- Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di
Milano, 20133 Milano, Italy
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Gulinatti A, Rech I, Maccagnani P, Cova S, Ghioni M. New silicon technologies enable high-performance arrays of Single Photon Avalanche Diodes. PROCEEDINGS OF SPIE--THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING 2013; 8727. [PMID: 24353395 PMCID: PMC3864924 DOI: 10.1117/12.2016384] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
In order to fulfill the requirements of many applications, we recently developed a new technology aimed at combining the advantages of traditional thin and thick silicon Single Photon Avalanche Diodes (SPAD). In particular we demonstrated single-pixel detectors with a remarkable improvement in the Photon Detection Efficiency at the longer wavelengths (e.g. 40% at 800nm) while maintaining a timing jitter better than 100ps. In this paper we will analyze the factors the currently prevent the fabrication of arrays of SPADs by adopting such a Red-Enhanced (RE) technology and we will propose further modifications to the device structure that will enable the fabrication of high performance RE-SPAD arrays for photon timing applications.
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Affiliation(s)
- Angelo Gulinatti
- Politecnico di Milano, Dipartimento di Elettronica, Informazione e Bioingegneria, piazza Leonardo da Vinci 32 - 20133 Milano, Italy
| | - Ivan Rech
- Politecnico di Milano, Dipartimento di Elettronica, Informazione e Bioingegneria, piazza Leonardo da Vinci 32 - 20133 Milano, Italy
| | - Piera Maccagnani
- IMM-CNR sezione di Bologna, Via Piero Gobetti, 101 - 40129 Bologna, Italy
| | - Sergio Cova
- Politecnico di Milano, Dipartimento di Elettronica, Informazione e Bioingegneria, piazza Leonardo da Vinci 32 - 20133 Milano, Italy ; MPD Micro-Photon-Devices, via Stradivari 4 - 39100 Bolzano, Italy
| | - Massimo Ghioni
- Politecnico di Milano, Dipartimento di Elettronica, Informazione e Bioingegneria, piazza Leonardo da Vinci 32 - 20133 Milano, Italy ; MPD Micro-Photon-Devices, via Stradivari 4 - 39100 Bolzano, Italy
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Gulinatti A, Rech I, Maccagnani P, Ghioni M. A 48-pixel array of Single Photon Avalanche Diodes for multispot Single Molecule analysis. PROCEEDINGS OF SPIE--THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING 2013; 8631. [PMID: 24357913 PMCID: PMC3865242 DOI: 10.1117/12.2003984] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
In this paper we present an array of 48 Single Photon Avalanche Diodes (SPADs) specifically designed for multispot Single Molecule Analysis. The detectors have been arranged in a 12×4 square geometry with a pitch-to-diameter ratio of ten in order to minimize the collection of the light from non-conjugated excitation spots. In order to explore the trade-offs between the detectors' performance and the optical coupling with the experimental setup, SPADs with an active diameter of 25 and of 50µm have been manufactured. The use of a custom technology, specifically designed for the fabrication of the detectors, allowed us to combine a high photon detection efficiency (peak close to 50% at a wavelength of 550nm) with a low dark count rate compatible with true single molecule detection. In order to allow easy integration into the optical setup for parallel single-molecule analysis, the SPAD array has been incorporated in a compact module containing all the electronics needed for a proper operation of the detectors.
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Affiliation(s)
- Angelo Gulinatti
- Politecnico di Milano, Dipartimento di Elettronica e Informazione, piazza Leonardo da Vinci 32 - 20133 Milano, Italy
| | - Ivan Rech
- Politecnico di Milano, Dipartimento di Elettronica e Informazione, piazza Leonardo da Vinci 32 - 20133 Milano, Italy
| | - Piera Maccagnani
- IMM-CNR sezione di Bologna, Via Piero Gobetti, 101 - 40129 Bologna, Italy
| | - Massimo Ghioni
- Politecnico di Milano, Dipartimento di Elettronica e Informazione, piazza Leonardo da Vinci 32 - 20133 Milano, Italy ; MPD Micro-Photon-Devices, via Stradivari 4 - 39100 Bolzano, Italy
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