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Jalboush SA, Wadsworth ID, Sethi K, Rogers LC, Hollis T, Hall AR. Improving the Performance of Selective Solid-State Nanopore Sensing Using a Polyhistidine-Tagged Monovalent Streptavidin. ACS Sens 2024; 9:1602-1610. [PMID: 38451864 PMCID: PMC11056946 DOI: 10.1021/acssensors.4c00200] [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] [Indexed: 03/09/2024]
Abstract
Solid-state (SS-) nanopore sensing has gained tremendous attention in recent years, but it has been constrained by its intrinsic lack of selectivity. To address this, we previously established a novel SS-nanopore assay that produces translocation signals only when a target biotinylated nucleic acid fragment binds to monovalent streptavidin (MS), a protein variant with a single high-affinity biotin-binding domain. While this approach has enabled selective quantification of diverse nucleic acid biomarkers, sensitivity enhancements are needed to improve the detection of low-abundance translational targets. Because the translocation dynamics that determine assay efficacy are largely governed by constituent charge characteristics, we here incorporate a polyhistidine-tagged MS (hMS) to alter the component detectability. We investigate the effects of buffer pH, salt concentration, and SS-nanopore diameter on the performance with the alternate reagent, achieve significant improvements in measurement sensitivity and selectivity, and expand the range of device dimensions viable for the assay. We used this improvement to detect as little as 1 nM miRNA spiked into human plasma. Overall, our findings improve the potential for broader applications of SS-nanopores in the quantitative analyses of molecular biomarkers.
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Affiliation(s)
- Sara Abu Jalboush
- Department of Cancer Biology, Wake Forest School of Medicine, Winston-Salem, NC 27157, USA
| | - Ian D. Wadsworth
- Virginia Tech-Wake Forest University School of Biomedical Engineering and Sciences, Wake Forest School of Medicine, Winston-Salem, North Carolina 27101, USA
| | - Komal Sethi
- Virginia Tech-Wake Forest University School of Biomedical Engineering and Sciences, Wake Forest School of Medicine, Winston-Salem, North Carolina 27101, USA
| | - LeAnn C. Rogers
- Department of Biochemistry, Wake Forest School of Medicine, Winston-Salem, NC 27157, USA
| | - Thomas Hollis
- Department of Biochemistry, Wake Forest School of Medicine, Winston-Salem, NC 27157, USA
| | - Adam R. Hall
- Virginia Tech-Wake Forest University School of Biomedical Engineering and Sciences, Wake Forest School of Medicine, Winston-Salem, North Carolina 27101, USA
- Comprehensive Cancer Center, Wake Forest School of Medicine, Winston-Salem, NC 27157, USA
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Acharjee MC, Ledden B, Thomas B, He X, Messina T, Giurleo J, Talaga D, Li J. Aggregation and Oligomerization Characterization of ß-Lactoglobulin Protein Using a Solid-State Nanopore Sensor. SENSORS (BASEL, SWITZERLAND) 2023; 24:81. [PMID: 38202943 PMCID: PMC10781269 DOI: 10.3390/s24010081] [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: 11/08/2023] [Revised: 12/11/2023] [Accepted: 12/15/2023] [Indexed: 01/12/2024]
Abstract
Protein aggregation is linked to many chronic and devastating neurodegenerative human diseases and is strongly associated with aging. This work demonstrates that protein aggregation and oligomerization can be evaluated by a solid-state nanopore method at the single molecule level. A silicon nitride nanopore sensor was used to characterize both the amyloidogenic and native-state oligomerization of a model protein ß-lactoglobulin variant A (βLGa). The findings from the nanopore measurements are validated against atomic force microscopy (AFM) and dynamic light scattering (DLS) data, comparing βLGa aggregation from the same samples at various stages. By calibrating with linear and circular dsDNA, this study estimates the amyloid fibrils' length and diameter, the quantity of the βLGa aggregates, and their distribution. The nanopore results align with the DLS and AFM data and offer additional insight at the level of individual protein molecular assemblies. As a further demonstration of the nanopore technique, βLGa self-association and aggregation at pH 4.6 as a function of temperature were measured at high (2 M KCl) and low (0.1 M KCl) ionic strength. This research highlights the advantages and limitations of using solid-state nanopore methods for analyzing protein aggregation.
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Affiliation(s)
- Mitu C. Acharjee
- Material Science and Engineering, University of Arkansas, Fayetteville, AR 72701, USA
| | - Brad Ledden
- Material Science and Engineering, University of Arkansas, Fayetteville, AR 72701, USA
| | - Brian Thomas
- Department of Physics, University of Arkansas, Fayetteville, AR 72701, USA
| | - Xianglan He
- Department of Chemistry and Chemical Biology, Rutgers, The State University of New Jersey, Piscataway, NJ 08854, USA; (X.H.); (J.G.)
| | - Troy Messina
- Department of Chemistry and Chemical Biology, Rutgers, The State University of New Jersey, Piscataway, NJ 08854, USA; (X.H.); (J.G.)
- Department of Physics, Berea College, Berea, KY 40404, USA
| | - Jason Giurleo
- Department of Chemistry and Chemical Biology, Rutgers, The State University of New Jersey, Piscataway, NJ 08854, USA; (X.H.); (J.G.)
- Regeneron Pharmaceuticals, Tarrytown, NY 10591, USA
| | - David Talaga
- Department of Chemistry and Chemical Biology, Rutgers, The State University of New Jersey, Piscataway, NJ 08854, USA; (X.H.); (J.G.)
- Department of Chemistry, Sokol Institute, Montclair State University, Montclair, NJ 07043, USA
| | - Jiali Li
- Material Science and Engineering, University of Arkansas, Fayetteville, AR 72701, USA
- Department of Physics, University of Arkansas, Fayetteville, AR 72701, USA
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Mojtabavi M, Greive SJ, Antson AA, Wanunu M. High-Voltage Biomolecular Sensing Using a Bacteriophage Portal Protein Covalently Immobilized within a Solid-State Nanopore. J Am Chem Soc 2022; 144:22540-22548. [PMID: 36455212 DOI: 10.1021/jacs.2c08514] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/02/2022]
Abstract
The application of nanopores as label-free, single-molecule biosensors for electrical or optical probing of structural features in biomolecules has been widely explored. While biological nanopores (membrane proteins and bacteriophage portal proteins) and solid-state nanopores (thin films and two-dimensional materials) have been extensively employed, the third class of nanopores known as hybrid nanopores, where an artificial membrane substitutes the organic support membrane of proteins, has been only sparsely studied due to challenges in implementation. G20c portal protein contains a natural DNA pore that is used by viruses for filling their capsid with viral genomic DNA. We have previously developed a lipid-free hybrid nanopore by "corking" the G20c portal protein into a SiNx nanopore. Herein, we demonstrate that through chemical functionalization of the synthetic nanopore, covalent linkage between the solid-state pore and the G20c portal protein considerably improves the hybrid pore stability, lifetime, and voltage resilience. Moreover, we demonstrate electric-field-driven and motor protein-mediated transport of DNA molecules through this hybrid nanopore. Our integrated protein/solid-state device can serve as a robust and durable framework for sensing and sequencing at high voltages, potentially providing higher resolution, higher signal-to-noise ratio, and higher throughput compared to the more conventional membrane-embedded protein platforms.
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Affiliation(s)
- Mehrnaz Mojtabavi
- Department of Bioengineering, Northeastern University, Boston, Massachusetts 02115, United States
| | - Sandra J Greive
- York Structural Biology Laboratory, Department of Chemistry, University of York, York YO10 5DD, U.K
| | - Alfred A Antson
- York Structural Biology Laboratory, Department of Chemistry, University of York, York YO10 5DD, U.K
| | - Meni Wanunu
- Department of Physics, Northeastern University, Boston, Massachusetts 02115, United States.,Department of Chemistry and Chemical Biology, Northeastern University, Boston, Massachusetts 02115, United States
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Jeong KB, Kim JS, Dhanasekar NN, Lee MK, Chi SW. Application of nanopore sensors for biomolecular interactions and drug discovery. Chem Asian J 2022; 17:e202200679. [PMID: 35929410 DOI: 10.1002/asia.202200679] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Revised: 08/04/2022] [Indexed: 11/07/2022]
Abstract
Biomolecular interactions, including protein-protein, protein-nucleic acid, and protein/nucleic acid-ligand interactions, play crucial roles in various cellular signaling and biological processes, and offer attractive therapeutic targets in numerous human diseases. Currently, drug discovery is limited by the low efficiency and high cost of conventional ensemble-averaging-based techniques for biomolecular interaction analysis and high-throughput drug screening. Nanopores are an emerging technology for single-molecule sensing of biomolecules. Owing to the robust advantages of single-molecule sensing, nanopore sensors have contributed tremendously to nucleic acid sequencing and disease diagnostics. In this minireview, we summarize the recent developments and outlooks in single-molecule sensing of various biomolecular interactions for drug discovery applications using biological and solid-state nanopore sensors.
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Affiliation(s)
- Ki-Baek Jeong
- Disease Target Structure Research Center, Division of Biomedical Research, KRIBB, 34141, Daejeon, Republic of Korea
- Critical Diseases Diagnostics Convergence Research Center, KRIBB, 34141, Daejeon, Republic of Korea
| | - Jin-Sik Kim
- Disease Target Structure Research Center, Division of Biomedical Research, KRIBB, 34141, Daejeon, Republic of Korea
- Critical Diseases Diagnostics Convergence Research Center, KRIBB, 34141, Daejeon, Republic of Korea
| | - Naresh Niranjan Dhanasekar
- Disease Target Structure Research Center, Division of Biomedical Research, KRIBB, 34141, Daejeon, Republic of Korea
| | - Mi-Kyung Lee
- Disease Target Structure Research Center, Division of Biomedical Research, KRIBB, 34141, Daejeon, Republic of Korea
- Critical Diseases Diagnostics Convergence Research Center, KRIBB, 34141, Daejeon, Republic of Korea
- Department of Proteome Structural Biology, KRIBB School of Bioscience, University of Science and Technology, 34113, Daejeon, Republic of Korea
| | - Seung-Wook Chi
- Disease Target Structure Research Center, Division of Biomedical Research, KRIBB, 34141, Daejeon, Republic of Korea
- Department of Proteome Structural Biology, KRIBB School of Bioscience, University of Science and Technology, 34113, Daejeon, Republic of Korea
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Rahman M, Islam KR, Islam MR, Islam MJ, Kaysir MR, Akter M, Rahman MA, Alam SMM. A Critical Review on the Sensing, Control, and Manipulation of Single Molecules on Optofluidic Devices. MICROMACHINES 2022; 13:968. [PMID: 35744582 PMCID: PMC9229244 DOI: 10.3390/mi13060968] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/24/2022] [Revised: 05/19/2022] [Accepted: 05/23/2022] [Indexed: 02/06/2023]
Abstract
Single-molecule techniques have shifted the paradigm of biological measurements from ensemble measurements to probing individual molecules and propelled a rapid revolution in related fields. Compared to ensemble measurements of biomolecules, single-molecule techniques provide a breadth of information with a high spatial and temporal resolution at the molecular level. Usually, optical and electrical methods are two commonly employed methods for probing single molecules, and some platforms even offer the integration of these two methods such as optofluidics. The recent spark in technological advancement and the tremendous leap in fabrication techniques, microfluidics, and integrated optofluidics are paving the way toward low cost, chip-scale, portable, and point-of-care diagnostic and single-molecule analysis tools. This review provides the fundamentals and overview of commonly employed single-molecule methods including optical methods, electrical methods, force-based methods, combinatorial integrated methods, etc. In most single-molecule experiments, the ability to manipulate and exercise precise control over individual molecules plays a vital role, which sometimes defines the capabilities and limits of the operation. This review discusses different manipulation techniques including sorting and trapping individual particles. An insight into the control of single molecules is provided that mainly discusses the recent development of electrical control over single molecules. Overall, this review is designed to provide the fundamentals and recent advancements in different single-molecule techniques and their applications, with a special focus on the detection, manipulation, and control of single molecules on chip-scale devices.
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Affiliation(s)
- Mahmudur Rahman
- Department of Electrical and Electronic Engineering, Dhaka University of Engineering & Technology, Gazipur 1707, Bangladesh; (M.R.); (K.R.I.); (M.R.I.); (M.A.); (M.A.R.)
| | - Kazi Rafiqul Islam
- Department of Electrical and Electronic Engineering, Dhaka University of Engineering & Technology, Gazipur 1707, Bangladesh; (M.R.); (K.R.I.); (M.R.I.); (M.A.); (M.A.R.)
| | - Md. Rashedul Islam
- Department of Electrical and Electronic Engineering, Dhaka University of Engineering & Technology, Gazipur 1707, Bangladesh; (M.R.); (K.R.I.); (M.R.I.); (M.A.); (M.A.R.)
| | - Md. Jahirul Islam
- Department of Electrical and Electronic Engineering, Khulna University of Engineering & Technology, Khulna 9203, Bangladesh;
| | - Md. Rejvi Kaysir
- Department of Electrical and Computer Engineering, University of Waterloo, 200 University Ave. W, Waterloo, ON N2L 3G1, Canada;
- Waterloo Institute for Nanotechnology, University of Waterloo, 200 University Ave. W, Waterloo, ON N2L 3G1, Canada
| | - Masuma Akter
- Department of Electrical and Electronic Engineering, Dhaka University of Engineering & Technology, Gazipur 1707, Bangladesh; (M.R.); (K.R.I.); (M.R.I.); (M.A.); (M.A.R.)
| | - Md. Arifur Rahman
- Department of Electrical and Electronic Engineering, Dhaka University of Engineering & Technology, Gazipur 1707, Bangladesh; (M.R.); (K.R.I.); (M.R.I.); (M.A.); (M.A.R.)
| | - S. M. Mahfuz Alam
- Department of Electrical and Electronic Engineering, Dhaka University of Engineering & Technology, Gazipur 1707, Bangladesh; (M.R.); (K.R.I.); (M.R.I.); (M.A.); (M.A.R.)
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Athapattu US, Rathnayaka C, Vaidyanathan S, Gamage SST, Choi J, Riahipour R, Manoharan A, Hall AR, Park S, Soper SA. Tailoring Thermoplastic In-Plane Nanopore Size by Thermal Fusion Bonding for the Analysis of Single Molecules. ACS Sens 2021; 6:3133-3143. [PMID: 34406743 PMCID: PMC8482307 DOI: 10.1021/acssensors.1c01359] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
We report a simple method for tailoring the size of in-plane nanopores fabricated in thermoplastics for single-molecule sensing. The in-plane pores were fabricated via nanoimprint lithography (NIL) from resin stamps, which were generated from Si masters. We could reduce the size of the in-plane nanopores from 30 to ∼10 nm during the thermal fusion bonding (TFB) step, which places a cover plate over the imprinted polymer substrate under a controlled pressure and temperature to form the relevant nanofluidic devices. Increased pressures during TFB caused the cross-sectional area of the in-plane pore to be reduced. The in-plane nanopores prepared with different TFB pressures were utilized to detect single-λ-DNA molecules via resistive pulse sensing, which showed a higher current amplitude in devices bonded at higher pressures. Using this method, we also show the ability to tune the pore size to detect single-stranded (ss) RNA molecules and single ribonucleotide adenosine monophosphate (rAMP). However, due to the small size of the pores required for detection of the ssRNA and rAMPs, the surface charge arising from carboxylate groups generated during O2 plasma oxidation of the surfaces of the nanopores to make them wettable had to be reduced to allow translocation of coions. This was accomplished using EDC/NHS coupling chemistry and ethanolamine. This simple modification chemistry increased the event frequency from ∼1 s-1 to >136 s-1 for an ssRNA concentration of 100 nM.
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Affiliation(s)
- Uditha S Athapattu
- Department of Chemistry, The University of Kansas, Lawrence, Kansas 66045, United States
- Center of BioModular Multiscale Systems for Precision Medicine, The University of Kansas, Lawrence, Kansas 66045, United States
| | - Chathurika Rathnayaka
- Department of Chemistry, The University of Kansas, Lawrence, Kansas 66045, United States
- Center of BioModular Multiscale Systems for Precision Medicine, The University of Kansas, Lawrence, Kansas 66045, United States
| | - Swarnagowri Vaidyanathan
- Center of BioModular Multiscale Systems for Precision Medicine, The University of Kansas, Lawrence, Kansas 66045, United States
- Bioengineering Program, The University of Kansas, Lawrence, Kansas 66045, United States
| | - Sachindra S T Gamage
- Department of Chemistry, The University of Kansas, Lawrence, Kansas 66045, United States
- Center of BioModular Multiscale Systems for Precision Medicine, The University of Kansas, Lawrence, Kansas 66045, United States
| | - Junseo Choi
- Center of BioModular Multiscale Systems for Precision Medicine, The University of Kansas, Lawrence, Kansas 66045, United States
- Mechanical & Industrial Engineering Department, Louisiana State University, Baton Rouge, Louisiana 70803, United States
| | - Ramin Riahipour
- Center of BioModular Multiscale Systems for Precision Medicine, The University of Kansas, Lawrence, Kansas 66045, United States
- Mechanical & Industrial Engineering Department, Louisiana State University, Baton Rouge, Louisiana 70803, United States
| | - Anishkumar Manoharan
- Department of Chemistry, The University of Kansas, Lawrence, Kansas 66045, United States
- Center of BioModular Multiscale Systems for Precision Medicine, The University of Kansas, Lawrence, Kansas 66045, United States
| | - Adam R Hall
- Wake Forest School of Medicine, Virginia Tech-Wake Forest University School of Biomedical Engineering and Sciences and Comprehensive Cancer Center, Winston-Salem, North Carolina 27101, United States
| | - Sunggook Park
- Center of BioModular Multiscale Systems for Precision Medicine, The University of Kansas, Lawrence, Kansas 66045, United States
- Mechanical & Industrial Engineering Department, Louisiana State University, Baton Rouge, Louisiana 70803, United States
| | - Steven A Soper
- Department of Chemistry, The University of Kansas, Lawrence, Kansas 66045, United States
- Center of BioModular Multiscale Systems for Precision Medicine, The University of Kansas, Lawrence, Kansas 66045, United States
- Bioengineering Program, The University of Kansas, Lawrence, Kansas 66045, United States
- Department of Mechanical Engineering, The University of Kansas, Lawrence, Kansas 66045, United States
- KU Cancer Center, University of Kansas Medical Center, Kansas City, Kansas 66160, United States
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Rahman M, Sampad MJN, Hawkins A, Schmidt H. Recent advances in integrated solid-state nanopore sensors. LAB ON A CHIP 2021; 21:3030-3052. [PMID: 34137407 PMCID: PMC8372664 DOI: 10.1039/d1lc00294e] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/10/2023]
Abstract
The advent of single-molecule probing techniques has revolutionized the biomedical and life science fields and has spurred the development of a new class of labs-on-chip based on powerful biosensors. Nanopores represent one of the most recent and most promising single molecule sensing paradigms that is seeing increased chip-scale integration for improved convenience and performance. Due to their physical structure, nanopores are highly sensitive, require low sample volume, and offer label-free, amplification-free, high-throughput real-time detection and identification of biomolecules. Over the last 25 years, nanopores have been extensively employed to detect a variety of biomolecules with a growing range of applicatons ranging from nucleic acid sequencing to ultrasensitive diagnostics to single-molecule biophysics. Nanopores, in particular those in solid-state membranes, also have the potential for integration with other technologies such as optics, plasmonics, microfluidics, and optofluidics to perform more complex tasks for an ever-expanding demand. A number of breakthrough results using integrated nanopore platforms have already been reported, and more can be expected as nanopores remain the focus of innovative research and are finding their way into commercial instruments. This review provides an overview of different aspects and challenges of nanopore technology with a focus on chip-scale integration of solid-state nanopores for biosensing and bioanalytical applications.
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Affiliation(s)
- Mahmudur Rahman
- School of Engineering, University of California Santa Cruz, 1156 High Street, Santa Cruz, CA, 95064 USA. and Dhaka University of Engineering & Technology, Gazipur, Bangladesh
| | | | - Aaron Hawkins
- ECEn Department, Brigham Young University, 459 Clyde Building, Provo, UT, 84602 USA
| | - Holger Schmidt
- School of Engineering, University of California Santa Cruz, 1156 High Street, Santa Cruz, CA, 95064 USA.
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Zeng X, Xiang Y, Liu Q, Wang L, Ma Q, Ma W, Zeng D, Yin Y, Wang D. Nanopore Technology for the Application of Protein Detection. NANOMATERIALS (BASEL, SWITZERLAND) 2021; 11:1942. [PMID: 34443773 PMCID: PMC8400292 DOI: 10.3390/nano11081942] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/18/2021] [Revised: 07/23/2021] [Accepted: 07/27/2021] [Indexed: 01/19/2023]
Abstract
Protein is an important component of all the cells and tissues of the human body and is the material basis of life. Its content, sequence, and spatial structure have a great impact on proteomics and human biology. It can reflect the important information of normal or pathophysiological processes and promote the development of new diagnoses and treatment methods. However, the current techniques of proteomics for protein analysis are limited by chemical modifications, large sample sizes, or cumbersome operations. Solving this problem requires overcoming huge challenges. Nanopore single molecule detection technology overcomes this shortcoming. As a new sensing technology, it has the advantages of no labeling, high sensitivity, fast detection speed, real-time monitoring, and simple operation. It is widely used in gene sequencing, detection of peptides and proteins, markers and microorganisms, and other biomolecules and metal ions. Therefore, based on the advantages of novel nanopore single-molecule detection technology, its application to protein sequence detection and structure recognition has also been proposed and developed. In this paper, the application of nanopore single-molecule detection technology in protein detection in recent years is reviewed, and its development prospect is investigated.
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Affiliation(s)
- Xiaoqing Zeng
- Chongqing University, 174 Shazheng Street, Shapingba District, Chongqing 400044, China; (X.Z.); (Y.X.); (W.M.)
- Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, Chongqing 400714, China; (Q.L.); (L.W.); (Q.M.); (D.Z.)
- Chongqing School, University of Chinese Academy of Sciences, Chongqing 400714, China
| | - Yang Xiang
- Chongqing University, 174 Shazheng Street, Shapingba District, Chongqing 400044, China; (X.Z.); (Y.X.); (W.M.)
- Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, Chongqing 400714, China; (Q.L.); (L.W.); (Q.M.); (D.Z.)
- Chongqing School, University of Chinese Academy of Sciences, Chongqing 400714, China
| | - Qianshan Liu
- Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, Chongqing 400714, China; (Q.L.); (L.W.); (Q.M.); (D.Z.)
- Chongqing School, University of Chinese Academy of Sciences, Chongqing 400714, China
| | - Liang Wang
- Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, Chongqing 400714, China; (Q.L.); (L.W.); (Q.M.); (D.Z.)
- Chongqing School, University of Chinese Academy of Sciences, Chongqing 400714, China
| | - Qianyun Ma
- Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, Chongqing 400714, China; (Q.L.); (L.W.); (Q.M.); (D.Z.)
- Chongqing School, University of Chinese Academy of Sciences, Chongqing 400714, China
- School of Pharmacy and Bioengineering, Chongqing University of Technology, Chongqing 400054, China
| | - Wenhao Ma
- Chongqing University, 174 Shazheng Street, Shapingba District, Chongqing 400044, China; (X.Z.); (Y.X.); (W.M.)
- Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, Chongqing 400714, China; (Q.L.); (L.W.); (Q.M.); (D.Z.)
- Chongqing School, University of Chinese Academy of Sciences, Chongqing 400714, China
| | - Delin Zeng
- Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, Chongqing 400714, China; (Q.L.); (L.W.); (Q.M.); (D.Z.)
- Chongqing School, University of Chinese Academy of Sciences, Chongqing 400714, China
- School of Optoelectronic Engineering, Chongqing University of Posts and Telecommunications, Chongqing 400065, China
| | - Yajie Yin
- Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, Chongqing 400714, China; (Q.L.); (L.W.); (Q.M.); (D.Z.)
- Chongqing School, University of Chinese Academy of Sciences, Chongqing 400714, China
| | - Deqiang Wang
- Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, Chongqing 400714, China; (Q.L.); (L.W.); (Q.M.); (D.Z.)
- Chongqing School, University of Chinese Academy of Sciences, Chongqing 400714, China
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Nanodiagnostics: A review of the medical capabilities of nanopores. NANOMEDICINE-NANOTECHNOLOGY BIOLOGY AND MEDICINE 2021; 37:102425. [PMID: 34174420 DOI: 10.1016/j.nano.2021.102425] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/07/2020] [Revised: 04/22/2021] [Accepted: 05/09/2021] [Indexed: 11/20/2022]
Abstract
Modern diagnostics strive to be accurate, fast, and inexpensive in addition to properly identifying the presence of a disease, infection, or illness. Early diagnosis is key; catching a disease in its early stages can be the difference between fatality and treatment. The challenge with many diseases is that detectability of the disease scales with disease progression. Since single molecule sensors, e.g., nanopores, can sense biomolecules at low concentrations, they have the potential to become clinically relevant in many of today's medical settings. With nanopore-based sensing, lower volumes and concentrations are required for detection, enabling it to be clinically beneficial. Other advantages to using nanopores include that they are tunable to an enormous variety of molecules and boast low costs, and fabrication is scalable for manufacturing. We discuss previous reports and the potential for incorporating nanopores into the medical field for early diagnostics, therapeutic monitoring, and identifying relapse/recurrence.
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10
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Wang C, Sensale S, Pan Z, Senapati S, Chang HC. Slowing down DNA translocation through solid-state nanopores by edge-field leakage. Nat Commun 2021; 12:140. [PMID: 33420061 PMCID: PMC7794543 DOI: 10.1038/s41467-020-20409-4] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2020] [Accepted: 11/23/2020] [Indexed: 01/26/2023] Open
Abstract
Solid-state nanopores allow high-throughput single-molecule detection but identifying and even registering all translocating small molecules remain key challenges due to their high translocation speeds. We show here the same electric field that drives the molecules into the pore can be redirected to selectively pin and delay their transport. A thin high-permittivity dielectric coating on bullet-shaped polymer nanopores permits electric field leakage at the pore tip to produce a voltage-dependent surface field on the entry side that can reversibly edge-pin molecules. This mechanism renders molecular entry an activated process with sensitive exponential dependence on the bias voltage and molecular rigidity. This sensitivity allows us to selectively prolong the translocation time of short single-stranded DNA molecules by up to 5 orders of magnitude, to as long as minutes, allowing discrimination against their double-stranded duplexes with 97% confidence.
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Affiliation(s)
- Ceming Wang
- Department of Chemical and Biomolecular Engineering, University of Notre Dame, Notre Dame, IN, USA
| | - Sebastian Sensale
- Department of Aerospace and Mechanical Engineering, University of Notre Dame, Notre Dame, IN, USA
| | - Zehao Pan
- Department of Chemical and Biomolecular Engineering, University of Notre Dame, Notre Dame, IN, USA
| | - Satyajyoti Senapati
- Department of Chemical and Biomolecular Engineering, University of Notre Dame, Notre Dame, IN, USA
| | - Hsueh-Chia Chang
- Department of Chemical and Biomolecular Engineering, University of Notre Dame, Notre Dame, IN, USA.
- Department of Aerospace and Mechanical Engineering, University of Notre Dame, Notre Dame, IN, USA.
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11
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Shen B, Piskunen P, Nummelin S, Liu Q, Kostiainen MA, Linko V. Advanced DNA Nanopore Technologies. ACS APPLIED BIO MATERIALS 2020; 3:5606-5619. [DOI: 10.1021/acsabm.0c00879] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Affiliation(s)
- Boxuan Shen
- Biohybrid Materials, Department of Bioproducts and Biosystems, Aalto University, 00076 Aalto, Finland
| | - Petteri Piskunen
- Biohybrid Materials, Department of Bioproducts and Biosystems, Aalto University, 00076 Aalto, Finland
| | - Sami Nummelin
- Biohybrid Materials, Department of Bioproducts and Biosystems, Aalto University, 00076 Aalto, Finland
| | - Qing Liu
- Biohybrid Materials, Department of Bioproducts and Biosystems, Aalto University, 00076 Aalto, Finland
- HYBER Centre, Department of Applied Physics, Aalto University, 00076 Aalto, Finland
| | - Mauri A. Kostiainen
- Biohybrid Materials, Department of Bioproducts and Biosystems, Aalto University, 00076 Aalto, Finland
- HYBER Centre, Department of Applied Physics, Aalto University, 00076 Aalto, Finland
| | - Veikko Linko
- Biohybrid Materials, Department of Bioproducts and Biosystems, Aalto University, 00076 Aalto, Finland
- HYBER Centre, Department of Applied Physics, Aalto University, 00076 Aalto, Finland
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12
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Nouri R, Jiang Y, Lian XL, Guan W. Sequence-Specific Recognition of HIV-1 DNA with Solid-State CRISPR-Cas12a-Assisted Nanopores (SCAN). ACS Sens 2020; 5:1273-1280. [PMID: 32370494 DOI: 10.1021/acssensors.0c00497] [Citation(s) in RCA: 76] [Impact Index Per Article: 15.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Nucleic acid detection methods are crucial for many fields such as pathogen detection and genotyping. Solid-state nanopore sensors represent a promising platform for nucleic acid detection due to its unique single molecule sensitivity and label-free electronic sensing. Here, we demonstrated the use of the glass nanopore for highly sensitive quantification of single-stranded circular DNAs (reporters), which could be degraded under the trans-cleavage activity of the target-specific CRISPR-Cas12a. We developed and optimized the Cas12a assay for HIV-1 analysis. We validated the concept of the solid-state CRISPR-Cas12a-assisted nanopores (SCAN) to specifically detect the HIV-1 DNAs. We showed that the glass nanopore sensor is effective in monitoring the cleavage activity of the target DNA-activated Cas12a. We developed a model to predict the total experimental time needed for making a statistically confident positive/negative call in a qualitative test. The SCAN concept combines the much-needed specificity and sensitivity into a single platform, and we anticipate that the SCAN would provide a compact, rapid, and low-cost method for nucleic acid detection at the point of care.
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Affiliation(s)
- Reza Nouri
- Department of Electrical Engineering, Pennsylvania State University, University Park, Pennsylvania 16802, United States
| | - Yuqian Jiang
- Department of Biomedical Engineering, Pennsylvania State University, University Park, Pennsylvania 16802, United States
- Huck Institutes of the Life Sciences, Pennsylvania State University, University Park, Pennsylvania 16802, United States
| | - Xiaojun Lance Lian
- Department of Biomedical Engineering, Pennsylvania State University, University Park, Pennsylvania 16802, United States
- Huck Institutes of the Life Sciences, Pennsylvania State University, University Park, Pennsylvania 16802, United States
- Department of Biology, Pennsylvania State University, University Park, Pennsylvania 16802, United States
| | - Weihua Guan
- Department of Electrical Engineering, Pennsylvania State University, University Park, Pennsylvania 16802, United States
- Department of Biomedical Engineering, Pennsylvania State University, University Park, Pennsylvania 16802, United States
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13
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Karmi A, Sakala GP, Rotem D, Reches M, Porath D. Durable, Stable, and Functional Nanopores Decorated by Self-Assembled Dipeptides. ACS APPLIED MATERIALS & INTERFACES 2020; 12:14563-14568. [PMID: 32129065 PMCID: PMC7467542 DOI: 10.1021/acsami.0c00062] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/03/2020] [Accepted: 03/04/2020] [Indexed: 05/28/2023]
Abstract
Nanopores have become an important tool for the detection and analysis of molecules at the single-molecule level. Surface modification of solid-state nanopores can improve their durability and efficiency. Peptides are ideal for surface modifications as they allow tailoring of multiple properties by a rational design of their sequence. Here, silicon nitride nanopores were coated by a dipeptide layer where a l-3,4-dihydroxyphenylalanine (DOPA) residue is the anchoring element and the other amino acid moiety is the functional element. DOPA binds tightly to many types of surfaces and allows a one-step functionalization of surfaces by simple immersion. As a result, the lifetime of coated nanopores increased from hours to months and the current-stability has significantly improved with respect to uncoated pores. This improvement is achieved by controlling the surface wettability and charge. Peptide-coated nanopores can be utilized as sensitive sensors that can be adjusted based on the choice of the functional moiety of the coated peptide. In addition, the coating slows down dsDNA translocation because of the DNA interaction with the pore coating.
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14
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Nouri R, Tang Z, Guan W. Quantitative Analysis of Factors Affecting the Event Rate in Glass Nanopore Sensors. ACS Sens 2019; 4:3007-3013. [PMID: 31612705 DOI: 10.1021/acssensors.9b01540] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Abstract
While the solid-state nanopore sensors have shown exceptional promise with their single-molecule sensitivity and label-free operations, one of the most significant challenges in the nanopore sensor is the limited analyte translocation event rate that leads to prolonged sensor response time. This issue is more pronounced when the analyte concentration is below the nanomolar (nM) range, owing to the diffusion-limited mass transport. In this work, we systematically studied the experimental factors beyond the intrinsic analyte concentration and electrophoretic mobility that affect the event rate in glass nanopore sensors. We developed a quantitative model to capture the impact of nanopore surface charge density, ionic strength, nanopore geometry, and translocation direction on the event rate. The synergistic effects of these factors on the event rates were investigated with the aim to find the optimized experimental conditions for operating the glass nanopore sensor from the response time standpoint. The findings in the study would provide useful and practical insight to enhance the device response time and achieve a lower detection limit for various glass nanopore-sensing experiments.
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15
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Weckman NE, Ermann N, Gutierrez R, Chen K, Graham J, Tivony R, Heron A, Keyser UF. Multiplexed DNA Identification Using Site Specific dCas9 Barcodes and Nanopore Sensing. ACS Sens 2019; 4:2065-2072. [PMID: 31340637 DOI: 10.1021/acssensors.9b00686] [Citation(s) in RCA: 36] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Decorating double-stranded DNA with dCas9 barcodes to identify characteristic short sequences provides an alternative to fully sequencing DNA samples for rapid and highly specific analysis of a DNA sample. Solid state nanopore sensors are especially promising for this type of single-molecule sensing because of the ability to analyze patterns in the ionic current signatures of DNA molecules. Here, we systematically demonstrate the use of highly specific dCas9 probes to create unique barcodes on the DNA that can be read out using nanopore sensors. Single dCas9 probes are targeted to various positions on DNA strands up to 48 kbp long and are effectively measured in high salt conditions typical of nanopore sensing. Multiple probes bound to the same DNA strand at characteristic target sequences create distinct barcodes of double and triple peaks. Finally, double and triple barcodes are used to simultaneously identify two different DNA targets in a background mixture of bacterial DNA. Our method forms the basis of a fast and versatile assay for multiplexed DNA sensing applications in complex samples.
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Affiliation(s)
- Nicole E. Weckman
- Cavendish Laboratory, JJ Thomson Ave, University of Cambridge, Cambridge CB3 0HE, United Kingdom
| | - Niklas Ermann
- Cavendish Laboratory, JJ Thomson Ave, University of Cambridge, Cambridge CB3 0HE, United Kingdom
| | - Richard Gutierrez
- Oxford Nanopore Technologies, Gosling Building, Edmund Halley Road, Oxford Science Park OX4 4DQ, United Kingdom
| | - Kaikai Chen
- Cavendish Laboratory, JJ Thomson Ave, University of Cambridge, Cambridge CB3 0HE, United Kingdom
| | - James Graham
- Oxford Nanopore Technologies, Gosling Building, Edmund Halley Road, Oxford Science Park OX4 4DQ, United Kingdom
| | - Ran Tivony
- Cavendish Laboratory, JJ Thomson Ave, University of Cambridge, Cambridge CB3 0HE, United Kingdom
| | - Andrew Heron
- Oxford Nanopore Technologies, Gosling Building, Edmund Halley Road, Oxford Science Park OX4 4DQ, United Kingdom
| | - Ulrich F. Keyser
- Cavendish Laboratory, JJ Thomson Ave, University of Cambridge, Cambridge CB3 0HE, United Kingdom
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16
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Albrecht T. Single-Molecule Analysis with Solid-State Nanopores. ANNUAL REVIEW OF ANALYTICAL CHEMISTRY (PALO ALTO, CALIF.) 2019; 12:371-387. [PMID: 30707594 DOI: 10.1146/annurev-anchem-061417-125903] [Citation(s) in RCA: 42] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/26/2023]
Abstract
Solid-state nanopores and nanopipettes are an exciting class of single-molecule sensors that has grown enormously over the last two decades. They offer a platform for testing fundamental concepts of stochasticity and transport at the nanoscale, for studying single-molecule biophysics and, increasingly, also for new analytical applications and in biomedical sensing. This review covers some fundamental aspects underpinning sensor operation and transport and, at the same time, it aims to put these into context as an analytical technique. It highlights new and recent developments and discusses some of the challenges lying ahead.
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Affiliation(s)
- Tim Albrecht
- School of Chemistry, University of Birmingham, Birmingham B15 2TT, United Kingdom;
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17
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Yu JS, Hong SC, Wu S, Kim HM, Lee C, Lee JS, Lee JE, Kim KB. Differentiation of selectively labeled peptides using solid-state nanopores. NANOSCALE 2019; 11:2510-2520. [PMID: 30672547 DOI: 10.1039/c8nr09315f] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Determination of the amino acid sequence of a protein is critical for understanding various biological processes. Mass spectrometry has mainly been used for protein identification; however, there are limitations to its sensitivity when detecting low abundance proteins. In this study, we attempted to distinguish between three similar peptide sequences (∼40 amino acids, ∼5 kDa) that differed only by the location or number of cysteine residues with solid-state nanopores. The cysteine residues are located at one end, one at the center, and at both ends for each of the three peptides. We found that differentiation of the three types of peptides by nanopore signals was difficult. However, when the cysteine residue was labeled with a negatively charged molecule, Flamma® 496, the labeled peptides showed distinct signals for each peptide. Comparing the relative current blockades of labeled peptides with applied voltages, we found that the label was able to change peptide conformations and the resulting ionic current signals from the three labeled peptides were distinguished based on the relative current blockade, full width at half-maximum of the current blockade distribution, and single-molecule level peak shape analysis. Our results suggest that solid-state nanopores combined with a targeted labeling strategy could be used to obtain characteristic peptide signatures that could ultimately be used for protein identification.
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Affiliation(s)
- Jae-Seok Yu
- Department of Materials Science and Engineering, Seoul National University, Seoul 08826, Republic of Korea
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18
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Kaur H, Nandivada S, Acharjee MC, McNabb DS, Li J. Estimating RNA Polymerase Protein Binding Sites on λ DNA Using Solid-State Nanopores. ACS Sens 2019; 4:100-109. [PMID: 30561195 DOI: 10.1021/acssensors.8b00976] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
In this work, using a silicon nitride nanopore based device, we measure the binding locations of RNA Polymerase (RNAP) on 48.5 kbp (16.5 μm) long λ DNA. To prevent the separation of bound RNAPs from a λ DNA molecule in the high electric field inside a nanopore, we cross-linked RNAP proteins to λ DNA by formaldehyde. We compare the current blockage event data measured with a mixture of λ DNA and RNAP under cross-link conditions with our control samples: RNAP, λ DNA, RNAP, and λ DNA incubated in formaldehyde separately and in a mixture. By analyzing the time durations and amplitudes of current blockage signals of events and their subevents, as well as subevent starting times, we can estimate the binding efficiency and locations of RNAPs on a λ DNA. Our data analysis shows that under the conditions of our experiment with the ratio of 6 to 1 for RNAP to λ DNA molecules, the probability of an RNAP molecule to bind a λ DNA is ∼42%, and that RNAP binding has a main peak at 3.51 μm ± 0.53 μm, most likely corresponding to the two strong promoter regions at 3.48 and 4.43 μm of λ DNA. However, individual RNAP binding sites were not distinguished with this nanopore setup. This work brings out new perspectives and complications to study transcription factor RNAP binding at various positions on very long DNA molecules.
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19
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Lee K, Park KB, Kim HJ, Yu JS, Chae H, Kim HM, Kim KB. Recent Progress in Solid-State Nanopores. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2018; 30:e1704680. [PMID: 30260506 DOI: 10.1002/adma.201704680] [Citation(s) in RCA: 119] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/17/2017] [Revised: 06/08/2018] [Indexed: 05/28/2023]
Abstract
The solid-state nanopore has attracted much attention as a next-generation DNA sequencing tool or a single-molecule biosensor platform with its high sensitivity of biomolecule detection. The platform has advantages of processability, robustness of the device, and flexibility in the nanopore dimensions as compared with the protein nanopore, but with the limitation of insufficient spatial and temporal resolution to be utilized in DNA sequencing. Here, the fundamental principles of the solid-state nanopore are summarized to illustrate the novelty of the device, and improvements in the performance of the platform in terms of device fabrication are explained. The efforts to reduce the electrical noise of solid-state nanopore devices, and thus to enhance the sensitivity of detection, are presented along with detailed descriptions of the noise properties of the solid-state nanopore. Applications of 2D materials including graphene, h-BN, and MoS2 as a nanopore membrane to enhance the spatial resolution of nanopore detection, and organic coatings on the nanopore membranes for the addition of chemical functionality to the nanopore are summarized. Finally, the recently reported applications of the solid-state nanopore are categorized and described according to the target biomolecules: DNA-bound proteins, modified DNA structures, proteins, and protein oligomers.
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Affiliation(s)
- Kidan Lee
- Department of Materials Science and Engineering, Seoul National University, Seoul, 08826, Republic of Korea
| | - Kyeong-Beom Park
- Department of Materials Science and Engineering, Seoul National University, Seoul, 08826, Republic of Korea
| | - Hyung-Jun Kim
- Department of Materials Science and Engineering, Seoul National University, Seoul, 08826, Republic of Korea
| | - Jae-Seok Yu
- Department of Materials Science and Engineering, Seoul National University, Seoul, 08826, Republic of Korea
| | - Hongsik Chae
- Department of Materials Science and Engineering, Seoul National University, Seoul, 08826, Republic of Korea
| | - Hyun-Mi Kim
- Research Institute of Advanced Materials, Seoul National University, Seoul, 08826, Republic of Korea
| | - Ki-Bum Kim
- Department of Materials Science and Engineering, Seoul National University, Seoul, 08826, Republic of Korea
- Research Institute of Advanced Materials, Seoul National University, Seoul, 08826, Republic of Korea
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20
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Robertson JWF, Reiner JE. The Utility of Nanopore Technology for Protein and Peptide Sensing. Proteomics 2018; 18:e1800026. [PMID: 29952121 PMCID: PMC10935609 DOI: 10.1002/pmic.201800026] [Citation(s) in RCA: 51] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2018] [Revised: 06/13/2018] [Indexed: 04/29/2024]
Abstract
Resistive pulse nanopore sensing enables label-free single-molecule analysis of a wide range of analytes. An increasing number of studies have demonstrated the feasibility and usefulness of nanopore sensing for protein and peptide characterization. Nanopores offer the potential to study a variety of protein-related phenomena that includes unfolding kinetics, differences in unfolding pathways, protein structure stability, and free-energy profiles of DNA-protein and RNA-protein binding. In addition to providing a tool for fundamental protein characterization, nanopores have also been used as highly selective protein detectors in various solution mixtures and conditions. This review highlights these and other developments in the area of nanopore-based protein and peptide detection.
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Affiliation(s)
- Joseph W F Robertson
- Physical Measurement Laboratory, National Institute of Standards and Technology, Gaithersburg, MD, 20899, USA
| | - Joseph E Reiner
- Department of Physics, Virginia Commonwealth University, Richmond, VA, 23284, USA
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21
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Wang H, Ettedgui J, Forstater J, Robertson JWF, Reiner JE, Zhang H, Chen S, Kasianowicz JJ. Determining the Physical Properties of Molecules with Nanometer-Scale Pores. ACS Sens 2018; 3:251-263. [PMID: 29381331 DOI: 10.1021/acssensors.7b00680] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Nanometer-scale pores have been developed for the detection, characterization, and quantification of a wide range of analytes (e.g., ions, polymers, proteins, anthrax toxins, neurotransmitters, and synthetic nanoparticles) and for DNA sequencing. We describe the key requirements that made this method possible and how the technique evolved. Finally, we show that, despite sound theoretical work, which advanced both the conceptual framework and quantitative capability of the method, there are still unresolved questions that need to be addressed to further improve the technique.
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Affiliation(s)
- Haiyan Wang
- National Institute
of Standards and Technology Physical Measurement Laboratory, Gaithersburg, Maryland 20899, United States
- Shenzhen
Key Laboratory of Biomedical Engineering, School of Medicine, Shenzhen University, 3688 Nanhai Road, Shenzhen 508060, China
| | - Jessica Ettedgui
- National Institute
of Standards and Technology Physical Measurement Laboratory, Gaithersburg, Maryland 20899, United States
- Department
of Chemical Engineering, Columbia University New York, New York 10027, United States
| | - Jacob Forstater
- National Institute
of Standards and Technology Physical Measurement Laboratory, Gaithersburg, Maryland 20899, United States
- Department
of Chemical Engineering, Columbia University New York, New York 10027, United States
| | - Joseph W. F. Robertson
- National Institute
of Standards and Technology Physical Measurement Laboratory, Gaithersburg, Maryland 20899, United States
| | - Joseph E. Reiner
- Department
of Physics, Virginia Commonwealth University, Richmond, Virginia 23284, United States
| | - Huisheng Zhang
- Shenzhen
Key Laboratory of Biomedical Engineering, School of Medicine, Shenzhen University, 3688 Nanhai Road, Shenzhen 508060, China
| | - Siping Chen
- Shenzhen
Key Laboratory of Biomedical Engineering, School of Medicine, Shenzhen University, 3688 Nanhai Road, Shenzhen 508060, China
| | - John J. Kasianowicz
- National Institute
of Standards and Technology Physical Measurement Laboratory, Gaithersburg, Maryland 20899, United States
- Department
of Applied Physics Applied Mathematics, Columbia University New York, New York 10027, United States
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22
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Sze JYY, Ivanov AP, Cass AEG, Edel JB. Single molecule multiplexed nanopore protein screening in human serum using aptamer modified DNA carriers. Nat Commun 2017; 8:1552. [PMID: 29146902 PMCID: PMC5691071 DOI: 10.1038/s41467-017-01584-3] [Citation(s) in RCA: 133] [Impact Index Per Article: 16.6] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2017] [Accepted: 10/02/2017] [Indexed: 01/08/2023] Open
Abstract
The capability to screen a range of proteins at the single-molecule level with enhanced selectivity in biological fluids has been in part a driving force in developing future diagnostic and therapeutic strategies. The combination of nanopore sensing and nucleic acid aptamer recognition comes close to this ideal due to the ease of multiplexing, without the need for expensive labelling methods or extensive sample pre-treatment. Here, we demonstrate a fully flexible, scalable and low-cost detection platform to sense multiple protein targets simultaneously by grafting specific sequences along the backbone of a double-stranded DNA carrier. Protein bound to the aptamer produces unique ionic current signatures which facilitates accurate target recognition. This powerful approach allows us to differentiate individual protein sizes via characteristic changes in the sub-peak current. Furthermore, we show that by using DNA carriers it is possible to perform single-molecule screening in human serum at ultra-low protein concentrations. It is still a challenge for current nanopore sensing methods to differentiate multiple analytes from complex biological material. Here, the authors graft nucleic acid aptamer sequences along the backbone of a double stranded DNA carrier for the detection of multiple protein targets in human serum.
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Affiliation(s)
- Jasmine Y Y Sze
- Department of Chemistry, Imperial College London, Exhibition Road, London, SW7 2AZ, UK
| | - Aleksandar P Ivanov
- Department of Chemistry, Imperial College London, Exhibition Road, London, SW7 2AZ, UK.
| | - Anthony E G Cass
- Department of Chemistry, Imperial College London, Exhibition Road, London, SW7 2AZ, UK
| | - Joshua B Edel
- Department of Chemistry, Imperial College London, Exhibition Road, London, SW7 2AZ, UK.
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23
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Wang F, Zahid OK, Swain BE, Parsonage D, Hollis T, Harvey S, Perrino FW, Kohli RM, Taylor EW, Hall AR. Solid-State Nanopore Analysis of Diverse DNA Base Modifications Using a Modular Enzymatic Labeling Process. NANO LETTERS 2017; 17:7110-7116. [PMID: 28967259 PMCID: PMC5704975 DOI: 10.1021/acs.nanolett.7b03911] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/15/2023]
Abstract
Many regulated epigenetic elements and base lesions found in genomic DNA can both directly impact gene expression and play a role in disease processes. However, due to their noncanonical nature, they are challenging to assess with conventional technologies. Here, we present a new approach for the targeted detection of diverse modified bases in DNA. We first use enzymatic components of the DNA base excision repair pathway to install an individual affinity label at each location of a selected modified base with high yield. We then probe the resulting material with a solid-state nanopore assay capable of discriminating labeled DNA from unlabeled DNA. The technique features exceptional modularity via selection of targeting enzymes, which we establish through the detection of four DNA base elements: uracil, 8-oxoguanine, T:G mismatch, and the methyladenine analog 1,N6-ethenoadenine. Our results demonstrate the potential for a quantitative nanopore assessment of a broad range of base modifications.
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Affiliation(s)
- Fanny Wang
- Department of Biomedical Engineering, Virginia Tech-Wake Forest University School of Biomedical Engineering and Sciences, Wake Forest School of Medicine, Winston-Salem, NC 27101, USA
| | - Osama K. Zahid
- Department of Biomedical Engineering, Virginia Tech-Wake Forest University School of Biomedical Engineering and Sciences, Wake Forest School of Medicine, Winston-Salem, NC 27101, USA
| | - Brandi E. Swain
- Department of Physics, Wake Forest University, Winston-Salem, NC 27101, USA
| | - Derek Parsonage
- Department of Biochemistry, Wake Forest School of Medicine, Winston-Salem, NC 27101, USA
- Center for Structural Biology, Wake Forest School of Medicine, Winston-Salem, NC 27101, USA
| | - Thomas Hollis
- Department of Biochemistry, Wake Forest School of Medicine, Winston-Salem, NC 27101, USA
- Center for Structural Biology, Wake Forest School of Medicine, Winston-Salem, NC 27101, USA
| | - Scott Harvey
- Department of Biochemistry, Wake Forest School of Medicine, Winston-Salem, NC 27101, USA
| | - Fred W. Perrino
- Department of Biochemistry, Wake Forest School of Medicine, Winston-Salem, NC 27101, USA
- Center for Structural Biology, Wake Forest School of Medicine, Winston-Salem, NC 27101, USA
| | - Rahul M. Kohli
- Department of Medicine and Department of Biochemistry and Biophysics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Ethan W. Taylor
- Department of Chemistry and Biochemistry, University of North Carolina at Greensboro, Greensboro, NC 27402
| | - Adam R. Hall
- Department of Biomedical Engineering, Virginia Tech-Wake Forest University School of Biomedical Engineering and Sciences, Wake Forest School of Medicine, Winston-Salem, NC 27101, USA
- Comprehensive Cancer Center, Wake Forest School of Medicine, Winston-Salem, NC 27101, USA
- , Tel: (1) 336.716.5384
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24
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Waduge P, Hu R, Bandarkar P, Yamazaki H, Cressiot B, Zhao Q, Whitford PC, Wanunu M. Nanopore-Based Measurements of Protein Size, Fluctuations, and Conformational Changes. ACS NANO 2017; 11:5706-5716. [PMID: 28471644 DOI: 10.1021/acsnano.7b01212] [Citation(s) in RCA: 185] [Impact Index Per Article: 23.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/18/2023]
Abstract
Proteins are structurally dynamic macromolecules, and it is challenging to quantify the conformational properties of their native state in solution. Nanopores can be efficient tools to study proteins in a solution environment. In this method, an electric field induces electrophoretic and/or electro-osmotic transport of protein molecules through a nanopore slightly larger than the protein molecule. High-bandwidth ion current measurement is used to detect the transit of each protein molecule. First, our measurements reveal a correlation between the mean current blockade amplitude and the radius of gyration for each protein. Next, we find a correlation between the shape of the current signal amplitude distributions and the protein fluctuation as obtained from molecular dynamics simulations. Further, the magnitude of the structural fluctuations, as probed by experiments and simulations, correlates with the ratio of α-helix to β-sheet content. We highlight the resolution of our measurements by resolving two states of calmodulin, a canonical protein that undergoes a conformational change in response to calcium binding.
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Affiliation(s)
| | - Rui Hu
- State Key Laboratory for Mesoscopic Physics, School of Physics, Peking University , Beijing 100871, People's Republic of China
| | | | - Hirohito Yamazaki
- Graduate School of Science and Technology, Keio University , 3-14-1 Hiyoshi, Kouhoku-ku, Yokohama, Kanagawa 223-8522, Japan
| | | | - Qing Zhao
- State Key Laboratory for Mesoscopic Physics, School of Physics, Peking University , Beijing 100871, People's Republic of China
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25
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Celaya G, Perales-Calvo J, Muga A, Moro F, Rodriguez-Larrea D. Label-Free, Multiplexed, Single-Molecule Analysis of Protein-DNA Complexes with Nanopores. ACS NANO 2017; 11:5815-5825. [PMID: 28530800 DOI: 10.1021/acsnano.7b01434] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/19/2023]
Abstract
Protein interactions with specific DNA sequences are crucial in the control of gene expression and the regulation of replication. Single-molecule methods offer excellent capabilities to unravel the mechanism and kinetics of these interactions. Here, we develop a nanopore approach where a target DNA sequence is contained in a hairpin followed by a ssDNA. This system allows DNA-protein complexes to be distinguished from bare DNA molecules as they are pulled through a single nanopore detector, providing both equilibrium and kinetic information. We show that this approach can be used to test the inhibitory effect of small molecules on complex formation and their mechanisms of action. In a proof of concept, we use DNAs with different sequence patterns to probe the ability of the nanopore to distinguish the effects of an inhibitor in a complex mixture of target DNAs and proteins. We anticipate that the use of this technology with arrays of thousands of nanopores will contribute to the development of transcription factor binding inhibitors.
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Affiliation(s)
- Garbiñe Celaya
- Biofisika Institute (CSIC, UPV/EHU) , Department of Biochemistry and Molecular Biology (UPV/EHU), Leioa 48940, Spain
| | - Judit Perales-Calvo
- Biofisika Institute (CSIC, UPV/EHU) , Department of Biochemistry and Molecular Biology (UPV/EHU), Leioa 48940, Spain
| | - Arturo Muga
- Biofisika Institute (CSIC, UPV/EHU) , Department of Biochemistry and Molecular Biology (UPV/EHU), Leioa 48940, Spain
| | - Fernando Moro
- Biofisika Institute (CSIC, UPV/EHU) , Department of Biochemistry and Molecular Biology (UPV/EHU), Leioa 48940, Spain
| | - David Rodriguez-Larrea
- Biofisika Institute (CSIC, UPV/EHU) , Department of Biochemistry and Molecular Biology (UPV/EHU), Leioa 48940, Spain
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26
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Squires AH, Gilboa T, Torfstein C, Varongchayakul N, Meller A. Single-Molecule Characterization of DNA-Protein Interactions Using Nanopore Biosensors. Methods Enzymol 2016; 582:353-385. [PMID: 28062042 DOI: 10.1016/bs.mie.2016.08.010] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
Detection and characterization of nucleic acid-protein interactions, particularly those involving DNA and proteins such as transcription factors, enzymes, and DNA packaging proteins, remain significant barriers to our understanding of genetic regulation. Nanopores are an extremely sensitive and versatile sensing platform for label-free detection of single biomolecules. Analyte molecules are drawn to and through a nanoscale aperture by an electrophoretic force, which acts upon their native charge while in the sensing region of the pore. When the nanopore's diameter is only slightly larger than the biopolymer's cross section (typically a few nm); the latter must translocate through the pore in a linear fashion due to the constricted geometry in this region. These features allow nanopores to interrogate protein-nucleic acids in multiple sensing modes: first, by scanning and mapping the locations of binding sites along an analyte molecule, and second, by probing the strength of the bond between a protein and nucleic acid, using the native charge of the nucleic acid to apply an electrophoretic force to the complex while the protein is geometrically prevented from passing through the nanopore. In this chapter, we describe progress toward nanopore sensing of protein-nucleic acid complexes in the context of both mapping binding sites and performing force spectroscopy to determine the strength of interactions. We conclude by reviewing the strengths and challenges of the nanopore technique in the context of studying DNA-protein interactions.
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Affiliation(s)
- A H Squires
- Stanford University, Stanford, CA, United States
| | | | | | | | - A Meller
- The Technion, Haifa, Israel; Boston University, Boston, MA, United States.
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27
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Liu L, Wu HC. DNA-Based Nanopore Sensing. Angew Chem Int Ed Engl 2016; 55:15216-15222. [DOI: 10.1002/anie.201604405] [Citation(s) in RCA: 64] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2016] [Revised: 06/13/2016] [Indexed: 01/09/2023]
Affiliation(s)
- Lei Liu
- Key Laboratory for Biomedical Effects of Nanomaterials & Nanosafety, Institute of High Energy Physics; Chinese Academy of Sciences; Beijing 100049 China
| | - Hai-Chen Wu
- Key Laboratory for Biomedical Effects of Nanomaterials & Nanosafety, Institute of High Energy Physics; Chinese Academy of Sciences; Beijing 100049 China
- Beijing National Laboratory for Molecular Sciences, Key Laboratory of Analytical Chemistry for Living Biosystems, Institute of Chemistry; Chinese Academy of Sciences; Beijing 100190 China
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28
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Affiliation(s)
- Lei Liu
- Key Laboratory for Biomedical Effects of Nanomaterials & Nanosafety; Institute of High Energy Physics; Chinese Academy of Sciences; Peking 100049 China
| | - Hai-Chen Wu
- Key Laboratory for Biomedical Effects of Nanomaterials & Nanosafety; Institute of High Energy Physics; Chinese Academy of Sciences; Peking 100049 China
- Beijing National Laboratory for Molecular Sciences; Key Laboratory of Analytical Chemistry for Living Biosystems; Institute of Chemistry; Chinese Academy of Sciences; Peking 100190 China
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29
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Kong J, Bell NAW, Keyser UF. Quantifying Nanomolar Protein Concentrations Using Designed DNA Carriers and Solid-State Nanopores. NANO LETTERS 2016; 16:3557-62. [PMID: 27121643 PMCID: PMC4901370 DOI: 10.1021/acs.nanolett.6b00627] [Citation(s) in RCA: 49] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/12/2016] [Revised: 04/26/2016] [Indexed: 05/19/2023]
Abstract
Designed "DNA carriers" have been proposed as a new method for nanopore based specific protein detection. In this system, target protein molecules bind to a long DNA strand at a defined position creating a second level transient current drop against the background DNA translocation. Here, we demonstrate the ability of this system to quantify protein concentrations in the nanomolar range. After incubation with target protein at different concentrations, the fraction of DNA translocations showing a secondary current spike allows for the quantification of the corresponding protein concentration. For our proof-of-principle experiments we use two standard binding systems, biotin-streptavidin and digoxigenin-antidigoxigenin, that allow for measurements of the concentration down to the low nanomolar range. The results demonstrate the potential for a novel quantitative and specific protein detection scheme using the DNA carrier method.
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Nuttall P, Lee K, Ciccarella P, Carminati M, Ferrari G, Kim KB, Albrecht T. Single-Molecule Studies of Unlabeled Full-Length p53 Protein Binding to DNA. J Phys Chem B 2016; 120:2106-14. [DOI: 10.1021/acs.jpcb.5b11076] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Affiliation(s)
- Philippa Nuttall
- Imperial College London, Department of Chemistry, Exhibition Road, London SW7 2AZ, United Kingdom
| | - Kidan Lee
- Department
of Materials Science and Engineering, Seoul National University, Seoul 151-742, Korea
| | - Pietro Ciccarella
- Dipartimento
di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, P.za Leonardo da Vinci 32, Milano, Italy
| | - Marco Carminati
- Dipartimento
di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, P.za Leonardo da Vinci 32, Milano, Italy
| | - Giorgio Ferrari
- Dipartimento
di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, P.za Leonardo da Vinci 32, Milano, Italy
| | - Ki-Bum Kim
- Department
of Materials Science and Engineering, Seoul National University, Seoul 151-742, Korea
| | - Tim Albrecht
- Imperial College London, Department of Chemistry, Exhibition Road, London SW7 2AZ, United Kingdom
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31
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Wu H, Chen Y, Zhou Q, Wang R, Xia B, Ma D, Luo K, Liu Q. Translocation of Rigid Rod-Shaped Virus through Various Solid-State Nanopores. Anal Chem 2016; 88:2502-10. [DOI: 10.1021/acs.analchem.5b04905] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Hongwen Wu
- State
Key Laboratory of Bioelectronics, Southeast University, Nanjing, Jiangsu 210096, China
| | - Yuhao Chen
- CAS
Key Laboratory of Soft Matter Chemistry and Department of Polymer
Science and Engineering, University of Science and Technology of China, Hefei, Anhui 230026, China
| | - Qizhao Zhou
- The Third Affiliated Hospital of Southern Medical University, Guangzhou, Guangdong 510000, China
| | - Rongliang Wang
- State
Key Laboratory of Bioelectronics, Southeast University, Nanjing, Jiangsu 210096, China
| | - Baicheng Xia
- CAS
Key Laboratory of Soft Matter Chemistry and Department of Polymer
Science and Engineering, University of Science and Technology of China, Hefei, Anhui 230026, China
| | - Dejun Ma
- State
Key Laboratory of Elemento-Organic Chemistry and Department of Chemical
Biology, National Pesticide Engineering Research Center (Tianjin), Nankai University, Tianjin, 300071, China
| | - Kaifu Luo
- CAS
Key Laboratory of Soft Matter Chemistry and Department of Polymer
Science and Engineering, University of Science and Technology of China, Hefei, Anhui 230026, China
| | - Quanjun Liu
- State
Key Laboratory of Bioelectronics, Southeast University, Nanjing, Jiangsu 210096, China
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32
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Zahid OK, Hall AR. Helium Ion Microscope Fabrication of Solid-State Nanopore Devices for Biomolecule Analysis. HELIUM ION MICROSCOPY 2016. [DOI: 10.1007/978-3-319-41990-9_18] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
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33
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McGinn S, Bauer D, Brefort T, Dong L, El-Sagheer A, Elsharawy A, Evans G, Falk-Sörqvist E, Forster M, Fredriksson S, Freeman P, Freitag C, Fritzsche J, Gibson S, Gullberg M, Gut M, Heath S, Heath-Brun I, Heron AJ, Hohlbein J, Ke R, Lancaster O, Le Reste L, Maglia G, Marie R, Mauger F, Mertes F, Mignardi M, Moens L, Oostmeijer J, Out R, Pedersen JN, Persson F, Picaud V, Rotem D, Schracke N, Sengenes J, Stähler PF, Stade B, Stoddart D, Teng X, Veal CD, Zahra N, Bayley H, Beier M, Brown T, Dekker C, Ekström B, Flyvbjerg H, Franke A, Guenther S, Kapanidis AN, Kaye J, Kristensen A, Lehrach H, Mangion J, Sauer S, Schyns E, Tost J, van Helvoort JMLM, van der Zaag PJ, Tegenfeldt JO, Brookes AJ, Mir K, Nilsson M, Willcocks JP, Gut IG. New technologies for DNA analysis--a review of the READNA Project. N Biotechnol 2015; 33:311-30. [PMID: 26514324 DOI: 10.1016/j.nbt.2015.10.003] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2015] [Accepted: 10/17/2015] [Indexed: 01/09/2023]
Abstract
The REvolutionary Approaches and Devices for Nucleic Acid analysis (READNA) project received funding from the European Commission for 41/2 years. The objectives of the project revolved around technological developments in nucleic acid analysis. The project partners have discovered, created and developed a huge body of insights into nucleic acid analysis, ranging from improvements and implementation of current technologies to the most promising sequencing technologies that constitute a 3(rd) and 4(th) generation of sequencing methods with nanopores and in situ sequencing, respectively.
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Affiliation(s)
- Steven McGinn
- CEA - Centre National de Génotypage, 2, rue Gaston Cremieux, 91057 Evry Cedex, France
| | - David Bauer
- The Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford OX3 7BN, UK
| | - Thomas Brefort
- Comprehensive Biomarker Center GmbH, Im Neuenheimer Feld 583, D-69120 Heidelberg, Germany
| | - Liqin Dong
- The Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford OX3 7BN, UK
| | - Afaf El-Sagheer
- School of Chemistry, University of Southampton, Highfield, Southampton SO17 1BJ, UK; Department of Chemistry, University of Oxford, Chemistry Research Laboratory, 12 Mansfield Rd, Oxford OX1 3TA, UK; Chemistry Branch, Department of Science and Mathematics, Faculty of Petroleum and Mining Engineering, Suez University, Suez 43721, Egypt
| | - Abdou Elsharawy
- Institute of Clinical Molecular Biology, Christian-Albrechts-University (CAU), Am Botanischen Garten 11, D-24118 Kiel, Germany; Faculty of Sciences, Division of Biochemistry, Chemistry Department, Damietta University, New Damietta City, Egypt
| | - Geraint Evans
- Biological Physics Research Group, Clarendon Laboratory, Department of Physics, Parks Road, Oxford OX1 3PU, UK
| | - Elin Falk-Sörqvist
- Department of Immunology, Genetics, and Pathology, Science for Life Laboratory, Uppsala University, Sweden
| | - Michael Forster
- Institute of Clinical Molecular Biology, Christian-Albrechts-University (CAU), Am Botanischen Garten 11, D-24118 Kiel, Germany
| | | | - Peter Freeman
- University of Leicester, University Road, Leicester LE1 7RH, UK
| | - Camilla Freitag
- Department of Physics, University of Gothenburg, SE-412 96 Gothenburg, Sweden
| | - Joachim Fritzsche
- Department of Applied Physics, Chalmers University of Technology, Kemivägen 10, 412 96 Göteborg, Sweden
| | - Spencer Gibson
- University of Leicester, University Road, Leicester LE1 7RH, UK
| | - Mats Gullberg
- Olink AB, Dag Hammarskjölds väg 52A, 752 37 Uppsala, Sweden
| | - Marta Gut
- Centro Nacional de Análisis Genómico (CNAG-CRG), Center for Genomic Regulation, C/Baldiri Reixac 7, 08028 Barcelona, Spain; Universitat Pompeu Fabra (UPF), Barcelona, Spain
| | - Simon Heath
- Centro Nacional de Análisis Genómico (CNAG-CRG), Center for Genomic Regulation, C/Baldiri Reixac 7, 08028 Barcelona, Spain; Universitat Pompeu Fabra (UPF), Barcelona, Spain
| | - Isabelle Heath-Brun
- Centro Nacional de Análisis Genómico (CNAG-CRG), Center for Genomic Regulation, C/Baldiri Reixac 7, 08028 Barcelona, Spain; Universitat Pompeu Fabra (UPF), Barcelona, Spain
| | - Andrew J Heron
- Department of Chemistry, University of Oxford, Chemistry Research Laboratory, Mansfield Road, Oxford OX1 3TA, England, UK
| | - Johannes Hohlbein
- Biological Physics Research Group, Clarendon Laboratory, Department of Physics, Parks Road, Oxford OX1 3PU, UK
| | - Rongqin Ke
- Science for Life Laboratory, Department of Biochemistry and Biophysics, Stockholm University, Box 1031, Se-171 21 Solna, Sweden; Department of Immunology, Genetics, and Pathology, Science for Life Laboratory, Uppsala University, Sweden
| | - Owen Lancaster
- University of Leicester, University Road, Leicester LE1 7RH, UK
| | - Ludovic Le Reste
- Biological Physics Research Group, Clarendon Laboratory, Department of Physics, Parks Road, Oxford OX1 3PU, UK
| | - Giovanni Maglia
- Department of Chemistry, University of Oxford, Chemistry Research Laboratory, Mansfield Road, Oxford OX1 3TA, England, UK
| | - Rodolphe Marie
- DTU Nanotech, Oerstedsplads Building 345 East, 2800, Kongens Lyngby, Denmark
| | - Florence Mauger
- CEA - Centre National de Génotypage, 2, rue Gaston Cremieux, 91057 Evry Cedex, France
| | - Florian Mertes
- Max Planck Institute for Molecular Genetics, Ihnestrasse 73, 14195 Berlin, Germany
| | - Marco Mignardi
- Science for Life Laboratory, Department of Biochemistry and Biophysics, Stockholm University, Box 1031, Se-171 21 Solna, Sweden; Department of Immunology, Genetics, and Pathology, Science for Life Laboratory, Uppsala University, Sweden
| | - Lotte Moens
- Department of Immunology, Genetics, and Pathology, Science for Life Laboratory, Uppsala University, Sweden
| | | | - Ruud Out
- FlexGen BV, Galileiweg 8, 2333 BD Leiden, The Netherlands
| | | | - Fredrik Persson
- Department of Physics, University of Gothenburg, SE-412 96 Gothenburg, Sweden
| | - Vincent Picaud
- CEA-Saclay, Bât DIGITEO 565 - Pt Courrier 192, 91191 Gif-sur-Yvette Cedex, France
| | - Dvir Rotem
- Department of Chemistry, University of Oxford, Chemistry Research Laboratory, Mansfield Road, Oxford OX1 3TA, England, UK
| | - Nadine Schracke
- Comprehensive Biomarker Center GmbH, Im Neuenheimer Feld 583, D-69120 Heidelberg, Germany
| | - Jennifer Sengenes
- CEA - Centre National de Génotypage, 2, rue Gaston Cremieux, 91057 Evry Cedex, France
| | - Peer F Stähler
- Comprehensive Biomarker Center GmbH, Im Neuenheimer Feld 583, D-69120 Heidelberg, Germany
| | - Björn Stade
- Institute of Clinical Molecular Biology, Christian-Albrechts-University (CAU), Am Botanischen Garten 11, D-24118 Kiel, Germany
| | - David Stoddart
- Department of Chemistry, University of Oxford, Chemistry Research Laboratory, Mansfield Road, Oxford OX1 3TA, England, UK
| | - Xia Teng
- FlexGen BV, Galileiweg 8, 2333 BD Leiden, The Netherlands
| | - Colin D Veal
- University of Leicester, University Road, Leicester LE1 7RH, UK
| | - Nathalie Zahra
- University of Leicester, University Road, Leicester LE1 7RH, UK
| | - Hagan Bayley
- Department of Chemistry, University of Oxford, Chemistry Research Laboratory, Mansfield Road, Oxford OX1 3TA, England, UK
| | - Markus Beier
- Comprehensive Biomarker Center GmbH, Im Neuenheimer Feld 583, D-69120 Heidelberg, Germany
| | - Tom Brown
- School of Chemistry, University of Southampton, Highfield, Southampton SO17 1BJ, UK; Department of Chemistry, University of Oxford, Chemistry Research Laboratory, 12 Mansfield Rd, Oxford OX1 3TA, UK
| | - Cees Dekker
- Department of Bionanoscience, Kavli Institute of Nanoscience, Delft University of Technology, Lorentzweg 1, 2628 CJ Delft, The Netherlands
| | - Björn Ekström
- Olink AB, Dag Hammarskjölds väg 52A, 752 37 Uppsala, Sweden
| | - Henrik Flyvbjerg
- DTU Nanotech, Oerstedsplads Building 345 East, 2800, Kongens Lyngby, Denmark
| | - Andre Franke
- Institute of Clinical Molecular Biology, Christian-Albrechts-University (CAU), Am Botanischen Garten 11, D-24118 Kiel, Germany
| | - Simone Guenther
- Thermo Fisher Scientific Frankfurter Straße 129B, 64293 Darmstadt, Germany
| | - Achillefs N Kapanidis
- Biological Physics Research Group, Clarendon Laboratory, Department of Physics, Parks Road, Oxford OX1 3PU, UK
| | - Jane Kaye
- HeLEX - Centre for Health, Law and Emerging Technologies, Nuffield Department of Population Health, University of Oxford, Old Road Campus, Oxford OX3 7LF, UK
| | - Anders Kristensen
- DTU Nanotech, Oerstedsplads Building 345 East, 2800, Kongens Lyngby, Denmark
| | - Hans Lehrach
- Max Planck Institute for Molecular Genetics, Ihnestrasse 73, 14195 Berlin, Germany
| | - Jonathan Mangion
- Thermo Fisher Scientific Frankfurter Straße 129B, 64293 Darmstadt, Germany
| | - Sascha Sauer
- Max Planck Institute for Molecular Genetics, Ihnestrasse 73, 14195 Berlin, Germany
| | - Emile Schyns
- PHOTONIS France S.A.S. Avenue Roger Roncier, 19100 Brive B.P. 520, 19106 BRIVE Cedex, France
| | - Jörg Tost
- CEA - Centre National de Génotypage, 2, rue Gaston Cremieux, 91057 Evry Cedex, France
| | | | - Pieter J van der Zaag
- Philips Research Laboratories, High Tech Campus 11, 5656 AE Eindhoven, The Netherlands
| | - Jonas O Tegenfeldt
- Division of Solid State Physics and NanoLund, Lund University, Box 118, 22100 Lund, Sweden
| | | | - Kalim Mir
- The Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford OX3 7BN, UK
| | - Mats Nilsson
- Science for Life Laboratory, Department of Biochemistry and Biophysics, Stockholm University, Box 1031, Se-171 21 Solna, Sweden; Department of Immunology, Genetics, and Pathology, Science for Life Laboratory, Uppsala University, Sweden
| | - James P Willcocks
- Oxford Nanopore Technologies, Edmund Cartwright House, 4 Robert Robinson Avenue, Oxford Science Park, Oxford OX4 4GA, UK
| | - Ivo G Gut
- Centro Nacional de Análisis Genómico (CNAG-CRG), Center for Genomic Regulation, C/Baldiri Reixac 7, 08028 Barcelona, Spain; Universitat Pompeu Fabra (UPF), Barcelona, Spain.
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34
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Bulushev RD, Marion S, Radenovic A. Relevance of the Drag Force during Controlled Translocation of a DNA-Protein Complex through a Glass Nanocapillary. NANO LETTERS 2015; 15:7118-25. [PMID: 26393370 DOI: 10.1021/acs.nanolett.5b03264] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/21/2023]
Abstract
Combination of glass nanocapillaries with optical tweezers allowed us to detect DNA-protein complexes in physiological conditions. In this system, a protein bound to DNA is characterized by a simultaneous change of the force and ionic current signals from the level observed for the bare DNA. Controlled displacement of the protein away from the nanocapillary opening revealed decay in the values of the force and ionic current. Negatively charged proteins EcoRI, RecA, and RNA polymerase formed complexes with DNA that experienced electrophoretic force lower than the bare DNA inside nanocapillaries. Force profiles obtained for DNA-RecA in our system were different than those in the system with nanopores in membranes and optical tweezers. We suggest that such behavior is due to the dominant impact of the drag force comparing to the electrostatic force acting on a DNA-protein complex inside nanocapillaries. We explained our results using a stochastic model taking into account the conical shape of glass nanocapillaries.
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Affiliation(s)
- Roman D Bulushev
- Laboratory of Nanoscale Biology, Institute of Bioengineering, School of Engineering, EPFL , 1015 Lausanne, Switzerland
| | - Sanjin Marion
- Institute of Physics , Bijenicka cesta 46, HR-10000 Zagreb, Croatia
| | - Aleksandra Radenovic
- Laboratory of Nanoscale Biology, Institute of Bioengineering, School of Engineering, EPFL , 1015 Lausanne, Switzerland
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35
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Niedzwiecki DJ, Lanci CJ, Shemer G, Cheng PS, Saven JG, Drndić M. Observing Changes in the Structure and Oligomerization State of a Helical Protein Dimer Using Solid-State Nanopores. ACS NANO 2015; 9:8907-8915. [PMID: 26262433 DOI: 10.1021/acsnano.5b02714] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
Protein analysis using solid-state nanopores is challenging due to limitations in bandwidth and signal-to-noise ratio. Recent improvements of those two aspects have made feasible the study of small peptides using solid-state nanopores, which have an advantage over biological counterparts in tunability of the pore diameter. Here, we report on the detection and characterization of peptides as small as 33 amino acids. Silicon nitride nanopores with thicknesses less than 10 nm are used to provide signal-to-noise (S/N) levels up to S/N ∼ 10 at 100 kHz. We demonstrate differentiation of monomer and dimer forms of the GCN4-p1 leucine zipper, a coiled-coil structure well studied in molecular biology, and compare with the unstructured 33-residue monomer. GCN4-p1 is sequence segment associated with homodimerization of the transcription factor General Control Nonderepressible 4 (GCN4), which is involved in the control of amino acid synthesis in yeast. The differentiation between two oligomeric forms demonstrates the capabilities of improved solid-state nanopore platforms to extract structural information involving short peptide structures.
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Affiliation(s)
- David J Niedzwiecki
- Department of Physics and Astronomy, University of Pennsylvania , 209 South 33rd Street, Philadelphia, Pennsylvania 19104-6396, United States
| | - Christopher J Lanci
- Department of Chemistry, University of Pennsylvania , 231 South 34th Street, Philadelphia, Pennsylvania 19104-6323, United States
| | - Gabriel Shemer
- Department of Physics and Astronomy, University of Pennsylvania , 209 South 33rd Street, Philadelphia, Pennsylvania 19104-6396, United States
| | - Phillip S Cheng
- Department of Chemistry, University of Pennsylvania , 231 South 34th Street, Philadelphia, Pennsylvania 19104-6323, United States
| | - Jeffery G Saven
- Department of Chemistry, University of Pennsylvania , 231 South 34th Street, Philadelphia, Pennsylvania 19104-6323, United States
| | - Marija Drndić
- Department of Physics and Astronomy, University of Pennsylvania , 209 South 33rd Street, Philadelphia, Pennsylvania 19104-6396, United States
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36
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Squires A, Atas E, Meller A. Nanopore sensing of individual transcription factors bound to DNA. Sci Rep 2015; 5:11643. [PMID: 26109509 PMCID: PMC4479991 DOI: 10.1038/srep11643] [Citation(s) in RCA: 52] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2015] [Accepted: 06/02/2015] [Indexed: 01/05/2023] Open
Abstract
Transcription factor (TF)-DNA interactions are the primary control point in regulation of gene expression. Characterization of these interactions is essential for understanding genetic regulation of biological systems and developing novel therapies to treat cellular malfunctions. Solid-state nanopores are a highly versatile class of single-molecule sensors that can provide rich information about local properties of long charged biopolymers using the current blockage patterns generated during analyte translocation, and provide a novel platform for characterization of TF-DNA interactions. The DNA-binding domain of the TF Early Growth Response Protein 1 (EGR1), a prototypical zinc finger protein known as zif268, is used as a model system for this study. zif268 adopts two distinct bound conformations corresponding to specific and nonspecific binding, according to the local DNA sequence. Here we implement a solid-state nanopore platform for direct, label- and tether-free single-molecule detection of zif268 bound to DNA. We demonstrate detection of single zif268 TFs bound to DNA according to current blockage sublevels and duration of translocation through the nanopore. We further show that the nanopore can detect and discriminate both specific and nonspecific binding conformations of zif268 on DNA via the distinct current blockage patterns corresponding to each of these two known binding modes.
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Affiliation(s)
- Allison Squires
- Department of Biomedical Engineering Boston University Boston, Massachusetts 02215 U.S.A
| | - Evrim Atas
- Department of Biomedical Engineering Boston University Boston, Massachusetts 02215 U.S.A
| | - Amit Meller
- 1] Department of Biomedical Engineering Boston University Boston, Massachusetts 02215 U.S.A. [2] Department of Biomedical Engineering The Technion - Israel Institute of Technology Haifa, Israel, 32000
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37
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Plesa C, Ruitenberg JW, Witteveen MJ, Dekker C. Detection of Individual Proteins Bound along DNA Using Solid-State Nanopores. NANO LETTERS 2015; 15:3153-8. [PMID: 25928590 DOI: 10.1021/acs.nanolett.5b00249] [Citation(s) in RCA: 96] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/21/2023]
Abstract
DNA in cells is heavily covered with all types of proteins that regulate its genetic activity. Detection of DNA-bound proteins is a challenge that is well suited to solid-state nanopores as they provide a linear readout of the DNA and DNA-protein volume in the pore constriction along the entire length of a molecule. Here, we demonstrate that we can realize the detection of even individual DNA-bound proteins at the single-DNA-molecule level using solid-state nanopores. We introduce and use a new model system of anti-DNA antibodies bound to lambda phage DNA. This system provides several advantages since the antibodies bind individually, tolerate high salt concentrations, and will, because of their positive charge, not translocate through the pore unless bound to the DNA. Translocation of DNA-antibody samples reveals the presence of short 12 μs current spikes within the DNA traces, with amplitudes that are about 4.5 times larger than that of dsDNA, which are associated with individual antibodies. We conclude that transient interactions between the pore and the antibodies are the primary mechanism by which bound antibodies are observed. This work provides a proof-of-concept for how nanopores could be used for future sensing applications.
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Affiliation(s)
- Calin Plesa
- Department of Bionanoscience, Kavli Institute of Nanoscience, Delft University of Technology, Lorentzweg 1, 2628 CJ Delft, The Netherlands
| | - Justus W Ruitenberg
- Department of Bionanoscience, Kavli Institute of Nanoscience, Delft University of Technology, Lorentzweg 1, 2628 CJ Delft, The Netherlands
| | - Menno J Witteveen
- Department of Bionanoscience, Kavli Institute of Nanoscience, Delft University of Technology, Lorentzweg 1, 2628 CJ Delft, The Netherlands
| | - Cees Dekker
- Department of Bionanoscience, Kavli Institute of Nanoscience, Delft University of Technology, Lorentzweg 1, 2628 CJ Delft, The Netherlands
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38
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Digital quantification of rolling circle amplified single DNA molecules in a resistive pulse sensing nanopore. Biosens Bioelectron 2015; 67:11-7. [DOI: 10.1016/j.bios.2014.06.040] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2014] [Revised: 06/17/2014] [Accepted: 06/19/2014] [Indexed: 01/20/2023]
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39
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Marshall MM, Ruzicka J, Zahid OK, Henrich VC, Taylor EW, Hall AR. Nanopore Analysis of Single-Stranded Binding Protein Interactions with DNA. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2015; 31:4582-4588. [PMID: 25839962 DOI: 10.1021/acs.langmuir.5b00457] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
We study the binding of E. coli single-stranded binding protein (SSB) to single-stranded DNA (ssDNA) using a solid-state nanopore assay. We find that saturated nucleoprotein complexes can be distinguished easily from free SSB, ssDNA, or double-stranded DNA individually and demonstrate that the high affinity of SSB for ssDNA can be exploited to achieve high-fidelity differentiation from duplex molecules in a mixture. We then study nucleoprotein filament formation by systematically varying the amount of SSB relative to ssDNA. We observe a concomitant shift in the mean amplitude of electrical events that is consistent with weakly cooperative binding. Finally, we compare circular and linearized ssDNA saturated with SSB and use the results to infer structural details of the nucleoprotein complex.
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Affiliation(s)
- Michael M Marshall
- †Joint School of Nanoscience and Nanoengineering and ‡Center for Biotechnology, Genomics, and Health Research, University of North Carolina at Greensboro, Greensboro, North Carolina 27401, United States
- §Virginia Tech-Wake Forest University School of Biomedical Engineering and Sciences and ∥Comprehensive Cancer Center, Wake Forest University School of Medicine, Winston-Salem, North Carolina 27101, United States
| | - Jan Ruzicka
- †Joint School of Nanoscience and Nanoengineering and ‡Center for Biotechnology, Genomics, and Health Research, University of North Carolina at Greensboro, Greensboro, North Carolina 27401, United States
- §Virginia Tech-Wake Forest University School of Biomedical Engineering and Sciences and ∥Comprehensive Cancer Center, Wake Forest University School of Medicine, Winston-Salem, North Carolina 27101, United States
| | - Osama K Zahid
- †Joint School of Nanoscience and Nanoengineering and ‡Center for Biotechnology, Genomics, and Health Research, University of North Carolina at Greensboro, Greensboro, North Carolina 27401, United States
- §Virginia Tech-Wake Forest University School of Biomedical Engineering and Sciences and ∥Comprehensive Cancer Center, Wake Forest University School of Medicine, Winston-Salem, North Carolina 27101, United States
| | - Vincent C Henrich
- †Joint School of Nanoscience and Nanoengineering and ‡Center for Biotechnology, Genomics, and Health Research, University of North Carolina at Greensboro, Greensboro, North Carolina 27401, United States
- §Virginia Tech-Wake Forest University School of Biomedical Engineering and Sciences and ∥Comprehensive Cancer Center, Wake Forest University School of Medicine, Winston-Salem, North Carolina 27101, United States
| | - Ethan W Taylor
- †Joint School of Nanoscience and Nanoengineering and ‡Center for Biotechnology, Genomics, and Health Research, University of North Carolina at Greensboro, Greensboro, North Carolina 27401, United States
- §Virginia Tech-Wake Forest University School of Biomedical Engineering and Sciences and ∥Comprehensive Cancer Center, Wake Forest University School of Medicine, Winston-Salem, North Carolina 27101, United States
| | - Adam R Hall
- †Joint School of Nanoscience and Nanoengineering and ‡Center for Biotechnology, Genomics, and Health Research, University of North Carolina at Greensboro, Greensboro, North Carolina 27401, United States
- §Virginia Tech-Wake Forest University School of Biomedical Engineering and Sciences and ∥Comprehensive Cancer Center, Wake Forest University School of Medicine, Winston-Salem, North Carolina 27101, United States
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40
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Carson S, Wanunu M. Challenges in DNA motion control and sequence readout using nanopore devices. NANOTECHNOLOGY 2015; 26:074004. [PMID: 25642629 PMCID: PMC4710574 DOI: 10.1088/0957-4484/26/7/074004] [Citation(s) in RCA: 78] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
Nanopores are being hailed as a potential next-generation DNA sequencer that could provide cheap, high-throughput DNA analysis. In this review we present a detailed summary of the various sensing techniques being investigated for use in DNA sequencing and mapping applications. A crucial impasse to the success of nanopores as a reliable DNA analysis tool is the fast and stochastic nature of DNA translocation. We discuss the incorporation of biological motors to step DNA through a pore base-by-base, as well as the many experimental modifications attempted for the purpose of slowing and controlling DNA transport.
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41
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Liu X, Skanata MM, Stein D. Entropic cages for trapping DNA near a nanopore. Nat Commun 2015; 6:6222. [DOI: 10.1038/ncomms7222] [Citation(s) in RCA: 47] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2014] [Accepted: 01/07/2015] [Indexed: 12/20/2022] Open
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Abstract
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Nanopores
are a versatile technique for the detection and characterization
of single molecules in solution. An ongoing challenge in the field
is to find methods to selectively detect specific biomolecules. In
this work we describe a new technique for sensing specific proteins
using unmodified solid-state nanopores. We engineered a double strand
of DNA by hybridizing nearly two hundred oligonucleotides to a linearized
version of the m13mp18 virus genome. This engineered double strand,
which we call a DNA carrier, allows positioning of protein binding
sites at nanometer accurate intervals along its contour via DNA conjugation
chemistry. We measure the ionic current signal of translocating DNA
carriers as a function of the number of binding sites and show detection
down to the single protein level. Furthermore, we use DNA carriers
to develop an assay for identifying a single protein species within
a protein mixture.
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Affiliation(s)
- Nicholas A W Bell
- Cavendish Laboratory, University of Cambridge , JJ Thomson Avenue, Cambridge, CB3 0HE, United Kingdom
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43
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Shim J, Kim Y, Humphreys GI, Nardulli AM, Kosari F, Vasmatzis G, Taylor WR, Ahlquist DA, Myong S, Bashir R. Nanopore-based assay for detection of methylation in double-stranded DNA fragments. ACS NANO 2015; 9:290-300. [PMID: 25569824 DOI: 10.1021/nn5045596] [Citation(s) in RCA: 55] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
DNA methylation is an epigenetic modification of DNA in which methyl groups are added at the 5-carbon position of cytosine. Aberrant DNA methylation, which has been associated with carcinogenesis, can be assessed in various biological fluids and potentially can be used as markers for detection of cancer. Analytically sensitive and specific assays for methylation targeting low-abundance and fragmented DNA are needed for optimal clinical diagnosis and prognosis. We present a nanopore-based direct methylation detection assay that circumvents bisulfite conversion and polymerase chain reaction amplification. Building on our prior work, we used methyl-binding proteins (MBPs), which selectively label the methylated DNA. The nanopore-based assay selectively detects methylated DNA/MBP complexes through a 19 nm nanopore with significantly deeper and prolonged nanopore ionic current blocking, while unmethylated DNA molecules were not detectable due to their smaller diameter. Discrimination of hypermethylated and unmethylated DNA on 90, 60, and 30 bp DNA fragments was demonstrated using sub-10 nm nanopores. Hypermethylated DNA fragments fully bound with MBPs are differentiated from unmethylated DNA at 2.1- to 6.5-fold current blockades and 4.5- to 23.3-fold transport durations. Furthermore, these nanopore assays can detect the CpG dyad in DNA fragments and could someday profile the position of methylated CpG sites on DNA fragments.
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Affiliation(s)
- Jiwook Shim
- Department of Bioengineering, ‡Micro and Nanotechnology Laboratory, and §Department of Molecular and Integrative Physiology, University of Illinois at Urbana-Champaign Urbana, Illinois 61801, United States
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44
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Langecker M, Ivankin A, Carson S, Kinney SM, Simmel FC, Wanunu M. Nanopores suggest a negligible influence of CpG methylation on nucleosome packaging and stability. NANO LETTERS 2015; 15:783-90. [PMID: 25495735 PMCID: PMC4296928 DOI: 10.1021/nl504522n] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/25/2014] [Revised: 12/09/2014] [Indexed: 05/21/2023]
Abstract
Nucleosomes are the fundamental repeating units of chromatin, and dynamic regulation of their positioning along DNA governs gene accessibility in eukaryotes. Although epigenetic factors have been shown to influence nucleosome structure and dynamics, the impact of DNA methylation on nucleosome packaging remains controversial. Further, all measurements to date have been carried out under zero-force conditions. In this paper, we present the first automated force measurements that probe the impact of CpG DNA methylation on nucleosome stability. In solid-state nanopore force spectroscopy, a nucleosomal DNA tail is captured into a pore and pulled on with a time-varying electrophoretic force until unraveling is detected. This is automatically repeated for hundreds of nucleosomes, yielding statistics of nucleosome lifetime vs electrophoretic force. The force geometry, which is similar to displacement forces exerted by DNA polymerases and helicases, reveals that nucleosome stability is sensitive to DNA sequence yet insensitive to CpG methylation. Our label-free method provides high-throughput data that favorably compares with other force spectroscopy experiments and is suitable for studying a variety of DNA-protein complexes.
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Affiliation(s)
- Martin Langecker
- Lehrstuhl für
Bioelektronik, Physics Department and ZNN/WSI, Technische Universität München, Am Coulombwall 4a, 85748 Garching, Germany
| | - Andrey Ivankin
- Departments of Physics and Chemistry/Chemical Biology, Northeastern University, Boston, Massachusetts 02115, United States
| | - Spencer Carson
- Departments of Physics and Chemistry/Chemical Biology, Northeastern University, Boston, Massachusetts 02115, United States
| | - Shannon
R. M. Kinney
- Department
of Pharmaceutical and Administrative Sciences, Western New England University, Springfield, Massachusetts 01119, United States
| | - Friedrich C. Simmel
- Lehrstuhl für
Bioelektronik, Physics Department and ZNN/WSI, Technische Universität München, Am Coulombwall 4a, 85748 Garching, Germany
- E-mail:
| | - Meni Wanunu
- Departments of Physics and Chemistry/Chemical Biology, Northeastern University, Boston, Massachusetts 02115, United States
- E-mail:
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45
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Van Meervelt V, Soskine M, Maglia G. Detection of two isomeric binding configurations in a protein-aptamer complex with a biological nanopore. ACS NANO 2014; 8:12826-35. [PMID: 25493908 PMCID: PMC4410316 DOI: 10.1021/nn506077e] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/18/2023]
Abstract
Protein-DNA interactions play critical roles in biological systems, and they often involve complex mechanisms and dynamics that are not easily measured by ensemble experiments. Recently, we showed that folded proteins can be internalized inside ClyA nanopores and studied by ionic current recordings at the single-molecule level. Here, we use ClyA nanopores to sample the interaction between the G-quadruplex fold of the thrombin binding aptamer (TBA) and human thrombin (HT). Surprisingly, the internalization of the HT:TBA complex inside the nanopore induced two types of current blockades with distinguished residual current and lifetime. Using single nucleobase substitutions to TBA we showed that these two types of blockades originate from TBA binding to thrombin with two isomeric orientations. Voltage dependencies and the use of ClyA nanopores with two different diameters allowed assessing the effect of the applied potential and confinement and revealed that the two binding configurations of TBA to HT display different lifetimes. These results show that the ClyA nanopores can be used to probe conformational heterogeneity in protein:DNA interactions.
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Affiliation(s)
| | - Misha Soskine
- Department of Chemistry, KU Leuven, Leuven, B-3001, Belgium
| | - Giovanni Maglia
- Department of Chemistry, KU Leuven, Leuven, B-3001, Belgium
- Groningen Biomolecular Science and Biotechnology Institute, University of Groningen, the Netherlands
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46
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Carson S, Wilson J, Aksimentiev A, Wanunu M. Smooth DNA transport through a narrowed pore geometry. Biophys J 2014; 107:2381-93. [PMID: 25418307 PMCID: PMC4241440 DOI: 10.1016/j.bpj.2014.10.017] [Citation(s) in RCA: 68] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2014] [Revised: 10/02/2014] [Accepted: 10/15/2014] [Indexed: 12/13/2022] Open
Abstract
Voltage-driven transport of double-stranded DNA through nanoscale pores holds much potential for applications in quantitative molecular biology and biotechnology, yet the microscopic details of translocation have proven to be challenging to decipher. Earlier experiments showed strong dependence of transport kinetics on pore size: fast regular transport in large pores (> 5 nm diameter), and slower yet heterogeneous transport time distributions in sub-5 nm pores, which imply a large positional uncertainty of the DNA in the pore as a function of the translocation time. In this work, we show that this anomalous transport is a result of DNA self-interaction, a phenomenon that is strictly pore-diameter dependent. We identify a regime in which DNA transport is regular, producing narrow and well-behaved dwell-time distributions that fit a simple drift-diffusion theory. Furthermore, a systematic study of the dependence of dwell time on DNA length reveals a single power-law scaling of 1.37 in the range of 35-20,000 bp. We highlight the resolution of our nanopore device by discriminating via single pulses 100 and 500 bp fragments in a mixture with >98% accuracy. When coupled to an appropriate sequence labeling method, our observation of smooth DNA translocation can pave the way for high-resolution DNA mapping and sizing applications in genomics.
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Affiliation(s)
- Spencer Carson
- Department of Physics, Northeastern University, Boston, Massachusetts
| | - James Wilson
- Department of Physics, University of Illinois at Urbana-Champaign, Urbana, Illinois
| | - Aleksei Aksimentiev
- Department of Physics, University of Illinois at Urbana-Champaign, Urbana, Illinois
| | - Meni Wanunu
- Department of Physics, Northeastern University, Boston, Massachusetts; Department of Chemistry and Chemical Biology, Northeastern University, Boston, Massachusetts.
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47
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Japrung D, Bahrami A, Nadzeyka A, Peto L, Bauerdick S, Edel JB, Albrecht T. SSB binding to single-stranded DNA probed using solid-state nanopore sensors. J Phys Chem B 2014; 118:11605-12. [PMID: 25222770 DOI: 10.1021/jp506832u] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
Single-stranded DNA (ssDNA) binding protein plays an important role in the DNA replication process in a wide range of organisms. It binds to ssDNA to prevent premature reannealing and to protect it from degradation. Current understanding of SSB/ssDNA interaction points to a complex mechanism, including SSB motion along the DNA strand. We report on the first characterization of this interaction at the single-molecule level using solid-state nanopore sensors, namely without any labeling or surface immobilization. Our results show that the presence of SSB on the ssDNA can control the speed of nanopore translocation, presumably due to strong interactions between SSB and the nanopore surface. This enables nanopore-based detection of ssDNA fragments as short as 37 nt, which is normally very difficult with solid-state nanopore sensors, due to constraints in noise and bandwidth. Notably, this fragment is considerably shorter than the 65 nt binding motif, typically required for SSB binding at high salt concentrations. The nonspecificity of SSB binding to ssDNA further suggests that this approach could be used for fragment sizing of short ssDNA.
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Affiliation(s)
- Deanpen Japrung
- Department of Chemistry, Imperial College London , Exhibition Road, South Kensington Campus, London SW7 2AZ, U.K
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48
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Shi N, Ugaz VM. An entropic force microscope enables nano-scale conformational probing of biomolecules. SMALL (WEINHEIM AN DER BERGSTRASSE, GERMANY) 2014; 10:2553-2557. [PMID: 24648409 DOI: 10.1002/smll.201303046] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/19/2013] [Revised: 01/21/2014] [Indexed: 06/03/2023]
Affiliation(s)
- Nan Shi
- Artie McFerrin Department of Chemical Engineering, Texas A&M University, 3122 TAMU, College Station, Texas, 77843, USA
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49
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Marshall MM, Ruzicka JA, Taylor EW, Hall AR. Detecting DNA depurination with solid-state nanopores. PLoS One 2014; 9:e101632. [PMID: 24988437 PMCID: PMC4079296 DOI: 10.1371/journal.pone.0101632] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2014] [Accepted: 06/10/2014] [Indexed: 11/21/2022] Open
Abstract
Among the different types of DNA damage that occur endogenously in the cell, depurination is especially prevalent. These lesions can initiate mutagenesis and have been implicated in a variety of diseases, including cancer. Here, we demonstrate a new approach for the detection of depurination at the single-molecule scale using solid-state nanopores. We induce depurination in short duplex DNA using acidic conditions and observe that the presence of apurinic sites results in significantly slower dynamics during electrokinetic translocation. This procedure may be valuable as a diagnostic for in situ quantification of DNA depurination.
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Affiliation(s)
- Michael M. Marshall
- Joint School of Nanoscience and Nanoengineering, University of North Carolina at Greensboro, Greensboro, North Carolina, United States of America
| | - Jan A. Ruzicka
- Joint School of Nanoscience and Nanoengineering, University of North Carolina at Greensboro, Greensboro, North Carolina, United States of America
| | - Ethan W. Taylor
- Joint School of Nanoscience and Nanoengineering, University of North Carolina at Greensboro, Greensboro, North Carolina, United States of America
| | - Adam R. Hall
- Joint School of Nanoscience and Nanoengineering, University of North Carolina at Greensboro, Greensboro, North Carolina, United States of America
- Department of Biomedical Engineering, Wake Forest University School of Medicine, Winston-Salem, North Carolina, United States of America
- Comprehensive Cancer Center, Wake Forest University School of Medicine, Winston-Salem, North Carolina, United States of America
- * E-mail:
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50
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Stiff filamentous virus translocations through solid-state nanopores. Nat Commun 2014; 5:4171. [DOI: 10.1038/ncomms5171] [Citation(s) in RCA: 93] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2013] [Accepted: 05/20/2014] [Indexed: 11/08/2022] Open
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