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Nogin Y, Bar-Lev D, Hanania D, Detinis Zur T, Ebenstein Y, Yaakobi E, Weinberger N, Shechtman Y. Design of optimal labeling patterns for optical genome mapping via information theory. Bioinformatics 2023; 39:btad601. [PMID: 37758248 PMCID: PMC10563147 DOI: 10.1093/bioinformatics/btad601] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2023] [Revised: 08/31/2023] [Accepted: 09/26/2023] [Indexed: 10/03/2023] Open
Abstract
MOTIVATION Optical genome mapping (OGM) is a technique that extracts partial genomic information from optically imaged and linearized DNA fragments containing fluorescently labeled short sequence patterns. This information can be used for various genomic analyses and applications, such as the detection of structural variations and copy-number variations, epigenomic profiling, and microbial species identification. Currently, the choice of labeled patterns is based on the available biochemical methods and is not necessarily optimized for the application. RESULTS In this work, we develop a model of OGM based on information theory, which enables the design of optimal labeling patterns for specific applications and target organism genomes. We validated the model through experimental OGM on human DNA and simulations on bacterial DNA. Our model predicts up to 10-fold improved accuracy by optimal choice of labeling patterns, which may guide future development of OGM biochemical labeling methods and significantly improve its accuracy and yield for applications such as epigenomic profiling and cultivation-free pathogen identification in clinical samples. AVAILABILITY AND IMPLEMENTATION https://github.com/yevgenin/PatternCode.
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Affiliation(s)
- Yevgeni Nogin
- Russell Berrie Nanotechnology Institute, Technion, Haifa 320003, Israel
| | | | - Dganit Hanania
- Department of Computer Science, Technion, Haifa 320003, Israel
| | - Tahir Detinis Zur
- Department of Chemistry, Raymond and Beverly Sackler Faculty of Exact Sciences, Tel Aviv University, Tel Aviv 6997801, Israel
| | - Yuval Ebenstein
- Department of Chemistry, Raymond and Beverly Sackler Faculty of Exact Sciences, Tel Aviv University, Tel Aviv 6997801, Israel
- Department of Biomedical Engineering, Faculty of Engineering, Tel Aviv University, Tel Aviv 6997801, Israel
| | - Eitan Yaakobi
- Department of Computer Science, Technion, Haifa 320003, Israel
| | - Nir Weinberger
- Department of Electrical Engineering, Technion, Haifa 320003, Israel
| | - Yoav Shechtman
- Russell Berrie Nanotechnology Institute, Technion, Haifa 320003, Israel
- Department of Biomedical Engineering, Technion, Haifa 320003, Israel
- Lorry I. Lokey Center for Life Sciences and Engineering, Technion, Haifa 320003, Israel
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Detinis Zur T, Deek J, Ebenstein Y. Single-molecule approaches for DNA damage detection and repair: A focus on Repair Assisted Damage Detection (RADD). DNA Repair (Amst) 2023; 129:103533. [PMID: 37467630 PMCID: PMC10496029 DOI: 10.1016/j.dnarep.2023.103533] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2023] [Accepted: 07/04/2023] [Indexed: 07/21/2023]
Abstract
The human genome is continually exposed to various stressors, which can result in DNA damage, mutations, and diseases. Among the different types of DNA damage, single-strand lesions are commonly induced by external stressors and metabolic processes. Accurate detection and quantification of DNA damage are crucial for understanding repair mechanisms, assessing environmental impacts, and evaluating response to therapy. However, traditional techniques have limitations in sensitivity and the ability to detect multiple types of damage. In recent years, single-molecule fluorescence approaches have emerged as powerful tools for precisely localizing and quantifying DNA damage. Repair Assisted Damage Detection (RADD) is a single-molecule technique that employs specific repair enzymes to excise damaged bases and incorporates fluorescently labeled nucleotides to visualize the damage. This technique provides valuable insights into repair efficiency and sequence-specific damage. In this review, we discuss the principles and applications of RADD assays, highlighting their potential for enhancing our understanding of DNA damage and repair processes.
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Affiliation(s)
- Tahir Detinis Zur
- School of Chemistry, Center for Nanoscience and Nanotechnology, Center for Light-Matter Interaction, Raymond and Beverly Sackler Faculty of Exact Sciences, Tel Aviv University, Tel Aviv, Israel
| | - Jasline Deek
- School of Chemistry, Center for Nanoscience and Nanotechnology, Center for Light-Matter Interaction, Raymond and Beverly Sackler Faculty of Exact Sciences, Tel Aviv University, Tel Aviv, Israel
| | - Yuval Ebenstein
- School of Chemistry, Center for Nanoscience and Nanotechnology, Center for Light-Matter Interaction, Raymond and Beverly Sackler Faculty of Exact Sciences, Tel Aviv University, Tel Aviv, Israel.
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Xu J, Yang Y, Liu L, Huang X, Wu C, Pang J, Qiu R, Wu S. Micro-structure and tensile properties of microfluidic spinning konjac glucomannan and sodium alginate composite bio-fibers regulated by shear and elongational flow: experiment and multi-scale simulation. Int J Biol Macromol 2023; 227:777-785. [PMID: 36495989 DOI: 10.1016/j.ijbiomac.2022.11.292] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2022] [Revised: 11/25/2022] [Accepted: 11/28/2022] [Indexed: 12/13/2022]
Abstract
Microfluidic spinning has been widely used to produce bio-fibers with excellent tensile performances by regulating the conformation of biological macromolecules. However, the effect of channel shapes on fiber tensile performances is unclear. In this study, bio-fibers were prepared using konjac glucomannan and sodium alginate by five channels. The micro-morphology and tensile performance of fibers were characterized and measured. Then, the dynamical behaviours of macromolecule clusters in flow fields were simulated by multi-scale numerical methods. The results show that the elongational flow with increasing extension rates produced fibers with a tensile strength of 32.34 MPa and a tensile strain of 18.72 %, which were 1.37 and 1.55 times that for a shear flow, respectively. The difference in tensile performances was attributed to the micro-morphology regulated by flow fields. The continuously increasing extension rate of flow was more effective than the shear rate or the maximum extension rate for the stretching of macromolecule clusters. We conclude that the channel shapes significantly influence flow fields, dynamical behaviours of molecule clusters, the morphology of fibers, and tensile performances. This study provides a novel numerical method and understanding of microfluidic spinning, which will promote the optimization and applications of bio-fibers.
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Affiliation(s)
- Jingting Xu
- College of Food Science, Fujian Agriculture and Forestry University, Fuzhou 350002, China
| | - Ying Yang
- College of Food Science, Fujian Agriculture and Forestry University, Fuzhou 350002, China
| | - Lu Liu
- College of Food Science, Fujian Agriculture and Forestry University, Fuzhou 350002, China
| | - Xin Huang
- College of Transportation and Civil Engineering, Fujian Agriculture and Forestry University, Fuzhou 350108, China
| | - Chunhua Wu
- College of Food Science, Fujian Agriculture and Forestry University, Fuzhou 350002, China
| | - Jie Pang
- College of Food Science, Fujian Agriculture and Forestry University, Fuzhou 350002, China.
| | - Renhui Qiu
- College of Transportation and Civil Engineering, Fujian Agriculture and Forestry University, Fuzhou 350108, China.
| | - Shuyi Wu
- College of Transportation and Civil Engineering, Fujian Agriculture and Forestry University, Fuzhou 350108, China.
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Liu X, Zhen Y, Ye N, Zhang L. Label-free microRNA detection using a locked-to-unlocked transforming system assembled by microfluidics. LAB ON A CHIP 2022; 22:4984-4994. [PMID: 36426714 DOI: 10.1039/d2lc00911k] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Abstract
MicroRNA (miRNA) is a potential biomarker for the early screening and diagnosis of cancers and is widely present in human blood, urine and saliva. Here, we report a microfluidics-assembled tool for miRNA detection based on the regulation of DNA locked and unlocked states and explore its application in complex samples. Microfluidic techniques are used to continuously assemble the locked-to-unlocked transforming system using a rapid one-step method. It only takes 2 min to produce enough locked-to-unlocked systems for a miRNA detection experiment. DNA molecules with a recognition sequence and a G-rich reporter sequence (G4m) are locked by attaching both ends to the surface of magnetic beads (MBs) in microchannels. The presence of the target miRNA can initiate the specific cleavage of one end of G4m by duplex-specific nuclease, resulting in the transition of G4m from a locked state to an unlocked state. This transition enables G4m to freely fold into a G-quadruplex, which can participate in the catalysis of ABTS oxidation and result in a turquoise color. During the whole process, the target miRNA remains intact and continuously initiate specific cleavage, facilitating signal amplification. Magnetic separation steps are employed to assist in miRNA enrichment and interference reduction. As a proof of concept, we quantified miRNA-21 using the locked-to-unlocked system. The assay allows specific detection of miRNA-21 in the range of 3.2-570 pM with a detection limit of 2.01 pM (S/N = 3). Furthermore, the locked-to-unlocked system is used to analyze miRNA-spiked urine, saliva and serum samples and shows robust performance in different matrices.
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Affiliation(s)
- Xuting Liu
- Department of Chemistry, Capital Normal University, Beijing 100048, P. R. China.
| | - Yi Zhen
- Department of Chemistry, Capital Normal University, Beijing 100048, P. R. China.
| | - Nengsheng Ye
- Department of Chemistry, Capital Normal University, Beijing 100048, P. R. China.
| | - Lu Zhang
- Department of Chemistry, Capital Normal University, Beijing 100048, P. R. China.
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A simple cut and stretch assay to detect antimicrobial resistance genes on bacterial plasmids by single-molecule fluorescence microscopy. Sci Rep 2022; 12:9301. [PMID: 35660772 PMCID: PMC9166776 DOI: 10.1038/s41598-022-13315-w] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2022] [Accepted: 05/17/2022] [Indexed: 11/21/2022] Open
Abstract
Antimicrobial resistance (AMR) is a fast-growing threat to global health. The genes conferring AMR to bacteria are often located on plasmids, circular extrachromosomal DNA molecules that can be transferred between bacterial strains and species. Therefore, effective methods to characterize bacterial plasmids and detect the presence of resistance genes can assist in managing AMR, for example, during outbreaks in hospitals. However, existing methods for plasmid analysis either provide limited information or are expensive and challenging to implement in low-resource settings. Herein, we present a simple assay based on CRISPR/Cas9 excision and DNA combing to detect antimicrobial resistance genes on bacterial plasmids. Cas9 recognizes the gene of interest and makes a double-stranded DNA cut, causing the circular plasmid to linearize. The change in plasmid configuration from circular to linear, and hence the presence of the AMR gene, is detected by stretching the plasmids on a glass surface and visualizing by fluorescence microscopy. This single-molecule imaging based assay is inexpensive, fast, and in addition to detecting the presence of AMR genes, it provides detailed information on the number and size of plasmids in the sample. We demonstrate the detection of several β-lactamase-encoding genes on plasmids isolated from clinical samples. Furthermore, we demonstrate that the assay can be performed using standard microbiology and clinical laboratory equipment, making it suitable for low-resource settings.
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Righini M, Costa J, Zhou W. DNA bridges: A novel platform for single-molecule sequencing and other DNA-protein interaction applications. PLoS One 2021; 16:e0260428. [PMID: 34807931 PMCID: PMC8608331 DOI: 10.1371/journal.pone.0260428] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2021] [Accepted: 11/10/2021] [Indexed: 01/22/2023] Open
Abstract
DNA molecular combing is a technique that stretches thousands of long individual DNA molecules (up to 10 Mbp) into a parallel configuration on surface. It has previously been proposed to sequence these molecules by synthesis. However, this approach poses two critical challenges: 1-Combed DNA molecules are overstretched and therefore a nonoptimal substrate for polymerase extension. 2-The combing surface sterically impedes full enzymatic access to the DNA backbone. Here, we introduce a novel approach that attaches thousands of molecules to a removable surface, with a tunable stretching factor. Next, we dissolve portions of the surface, leaving the DNA molecules suspended as 'bridges'. We demonstrate that the suspended molecules are enzymatically accessible, and we have used an enzyme to incorporate labeled nucleotides, as predicted by the specific molecular sequence. Our results suggest that this novel platform is a promising candidate to achieve high-throughput sequencing of Mbp-long molecules, which could have additional genomic applications, such as the study of other protein-DNA interactions.
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Affiliation(s)
- Maurizio Righini
- Department of Advanced Research and Development, Centrillion Technologies, Palo Alto, California, United States of America
| | - Justin Costa
- Department of Advanced Research and Development, Centrillion Technologies, Palo Alto, California, United States of America
| | - Wei Zhou
- Department of Advanced Research and Development, Centrillion Technologies, Palo Alto, California, United States of America
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Varapula D, LaBouff E, Raseley K, Uppuluri L, Ehrlich GD, Noh M, Xiao M. A micropatterned substrate for on-surface enzymatic labelling of linearized long DNA molecules. Sci Rep 2019; 9:15059. [PMID: 31636335 PMCID: PMC6803683 DOI: 10.1038/s41598-019-51507-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2019] [Accepted: 10/02/2019] [Indexed: 12/22/2022] Open
Abstract
Optical mapping of linearized DNA molecules is a promising new technology for sequence assembly and scaffolding, large structural variant detection, and diagnostics. This is currently achieved either using nanochannel confinement or by stretching single DNA molecules on a solid surface. While the first method necessitates DNA labelling before linearization, the latter allows for modification post-linearization, thereby affording increased process flexibility. Each method is constrained by various physical and chemical limitations. One of the most common techniques for linearization of DNA uses a hydrophobic surface and a receding meniscus, termed molecular combing. Here, we report the development of a microfabricated surface that can not only comb the DNA molecules efficiently but also provides for sequence-specific enzymatic fluorescent DNA labelling. By modifying a glass surface with two contrasting functionalities, such that DNA binds selectively to one of the two regions, we can control DNA extension, which is known to be critical for sequence-recognition by an enzyme. Moreover, the surface modification provides enzymatic access to the DNA backbone, as well as minimizing non-specific fluorescent dye adsorption. These enhancements make the designed surface suitable for large-scale and high-resolution single DNA molecule studies.
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Affiliation(s)
- Dharma Varapula
- School of Biomedical Engineering, Drexel University, Philadelphia, PA, 19104, USA
| | - Eric LaBouff
- School of Biomedical Engineering, Drexel University, Philadelphia, PA, 19104, USA
- Department of Microbiology and Immunology, Drexel University College of Medicine, Philadelphia, PA, 19102, USA
- Center for Genomic Sciences and Center for Advanced Microbial Processing, Institute of Molecular Medicine and Infectious Disease, Drexel University College of Medicine, Philadelphia, PA, 19102, USA
| | - Kaitlin Raseley
- School of Biomedical Engineering, Drexel University, Philadelphia, PA, 19104, USA
| | - Lahari Uppuluri
- Department of Mechanical Engineering and Mechanics, Drexel University, Philadelphia, PA, 19104, USA
| | - Garth D Ehrlich
- Department of Microbiology and Immunology, Drexel University College of Medicine, Philadelphia, PA, 19102, USA
- Center for Genomic Sciences and Center for Advanced Microbial Processing, Institute of Molecular Medicine and Infectious Disease, Drexel University College of Medicine, Philadelphia, PA, 19102, USA
- Department of Otolaryngology Head and Neck Surgery, Drexel University College of Medicine, Philadelphia, PA, 19102, USA
| | - Moses Noh
- Department of Mechanical Engineering and Mechanics, Drexel University, Philadelphia, PA, 19104, USA
| | - Ming Xiao
- School of Biomedical Engineering, Drexel University, Philadelphia, PA, 19104, USA.
- Center for Genomic Sciences and Center for Advanced Microbial Processing, Institute of Molecular Medicine and Infectious Disease, Drexel University College of Medicine, Philadelphia, PA, 19102, USA.
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