1
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Lu M, Sun X, Zhao Y, Zheng L, Lin J, Tang C, Chao K, Chen Y, Li K, Zhou Y, Xiao J. Low cycle number multiplex PCR: A novel strategy for the construction of amplicon libraries for next-generation sequencing. Electrophoresis 2024; 45:1398-1407. [PMID: 38533931 DOI: 10.1002/elps.202300160] [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: 03/14/2023] [Revised: 02/11/2024] [Accepted: 02/15/2024] [Indexed: 03/28/2024]
Abstract
Multiplex PCR is a critical step when preparing amplicon library for next-generation sequencing. However, there are several challenges related to multiplex PCR including poor uniformity, nonspecific amplification, and primer-dimers. To address these issues, we propose a novel solution strategy that involves using a low cycle number (<10 cycles) in multiplex PCR and then employing carrier DNAs and magnetic beads for the selection of targeted products. This technique improves the amplicon uniformity while also reducing primer-dimers and PCR artifacts. To evaluate our technique, we initially utilized 120 DNA fragments from mouse genome containing single nucleotide polymorphism (SNP) sites. Sequencing results demonstrated that with only 7 cycles of multiplex PCR, 95.8% of the targeted SNP sites were mapped, with a coverage of at least 1×. The average sequencing depth of all amplicons was 1705.79 ± 1205.30×; 87% of them reached a coverage depth that exceeded 0.2-fold of the average sequencing depth. Our method had a greater uniformity (87%) when compared to Hi-Plex PCR (53.3%). Furthermore, we validated our strategy by randomly selecting 90 primer pairs twice from the initial set of 120 primer-pairs. Next, we used the same protocol to prepare amplicon libraries. The two groups had an average sequencing depth of 1013.30 ± 585.57× and 219.10 ± 158.27×, respectively; over 84% of the amplicons had a sequencing depth that exceeded 0.2-fold of average depth. These results suggest that the use of a low cycle number in multiplex PCR is a cost-effective and efficient approach for the preparation of amplicon libraries.
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Affiliation(s)
- Meng Lu
- College of Biological Science and Medical Engineering, Donghua University, Shanghai, P. R. China
| | - Xiuxiu Sun
- College of Biological Science and Medical Engineering, Donghua University, Shanghai, P. R. China
| | - Yuxin Zhao
- College of Biological Science and Medical Engineering, Donghua University, Shanghai, P. R. China
| | - Linlin Zheng
- College of Biological Science and Medical Engineering, Donghua University, Shanghai, P. R. China
| | - Junjie Lin
- College of Biological Science and Medical Engineering, Donghua University, Shanghai, P. R. China
| | - Chen Tang
- College of Biological Science and Medical Engineering, Donghua University, Shanghai, P. R. China
| | - Kaiyue Chao
- Shanghai Biowing Biotechnology Application Co., Ltd, Shanghai, P. R. China
| | - Ye Chen
- Shanghai Biowing Biotechnology Application Co., Ltd, Shanghai, P. R. China
| | - Kai Li
- College of Biological Science and Medical Engineering, Donghua University, Shanghai, P. R. China
| | - Yuxun Zhou
- College of Biological Science and Medical Engineering, Donghua University, Shanghai, P. R. China
| | - Junhua Xiao
- College of Biological Science and Medical Engineering, Donghua University, Shanghai, P. R. China
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2
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Farrall T, Brawner J, Dinsdale A, Kehoe M. A Review of Probe-Based Enrichment Methods to Inform Plant Virus Diagnostics. Int J Mol Sci 2024; 25:8348. [PMID: 39125919 PMCID: PMC11312432 DOI: 10.3390/ijms25158348] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2024] [Revised: 07/20/2024] [Accepted: 07/28/2024] [Indexed: 08/12/2024] Open
Abstract
Modern diagnostic techniques based on DNA sequence similarity are currently the gold standard for the detection of existing and emerging pathogens. Whilst individual assays are inexpensive to use, assay development is costly and carries risks of not being sensitive or specific enough to capture an increasingly diverse range of targets. Sequencing can provide the entire nucleic acid content of a sample and may be used to identify all pathogens present in the sample when the depth of coverage is sufficient. Targeted enrichment techniques have been used to increase sequence coverage and improve the sensitivity of detection within virus samples, specifically, to capture sequences for a range of different viruses or increase the number of reads from low-titre virus infections. Vertebrate viruses have been well characterised using in-solution hybridisation capture to target diverse virus families. The use of probes for genotyping and strain identification has been limited in plants, and uncertainty around sensitivity is an impediment to the development of a large-scale virus panel to use within regulatory settings and diagnostic pipelines. This review aims to compare significant studies that have used targeted enrichment of viruses to identify approaches to probe design and potential for use in plant virus detection and characterisation.
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Affiliation(s)
- Thomas Farrall
- Plant Innovation Centre, Australian Government, Department of Agriculture, Fisheries and Forestry (DAFF), Canberra, ACT 2601, Australia; (T.F.); (A.D.)
- Forest Research Institute, School of Science, Technology and Engineering, University of the Sunshine Coast, Sippy Downs, QLD 4556, Australia
| | - Jeremy Brawner
- Forest Research Institute, School of Science, Technology and Engineering, University of the Sunshine Coast, Sippy Downs, QLD 4556, Australia
- Plant Pathology Department, University of Florida, Gainesville, FL 32611, USA
| | - Adrian Dinsdale
- Plant Innovation Centre, Australian Government, Department of Agriculture, Fisheries and Forestry (DAFF), Canberra, ACT 2601, Australia; (T.F.); (A.D.)
| | - Monica Kehoe
- Diagnostic Laboratory Services, Biosecurity and Sustainability, Department of Primary Industries and Regional Development (DPIRD), Perth, WA 6151, Australia
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3
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Padhy P, Zaman MA, Jensen MA, Cheng YT, Huang Y, Wu M, Galambos L, Davis RW, Hesselink L. Dielectrophoretic bead-droplet reactor for solid-phase synthesis. Nat Commun 2024; 15:6159. [PMID: 39039069 PMCID: PMC11263596 DOI: 10.1038/s41467-024-49284-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2023] [Accepted: 05/29/2024] [Indexed: 07/24/2024] Open
Abstract
Solid-phase synthesis underpins many advances in synthetic and combinatorial chemistry, biology, and material science. The immobilization of a reacting species on the solid support makes interfacing of reagents an important challenge in this approach. In traditional synthesis columns, this leads to reaction errors that limit the product yield and necessitates excess consumption of the mobile reagent phase. Although droplet microfluidics can mitigate these problems, its adoption is fundamentally limited by the inability to controllably interface microbeads and reagent droplets. Here, we introduce Dielectrophoretic Bead-Droplet Reactor as a physical method to implement solid-phase synthesis on individual functionalized microbeads by encapsulating and ejecting them from microdroplets by tuning the supply voltage. Proof-of-concept demonstration of the enzymatic coupling of fluorescently labeled nucleotides onto the bead using this reactor yielded a 3.2-fold higher fidelity over columns through precise interfacing of individual microreactors and beads. Our work combines microparticle manipulation and droplet microfluidics to address a long-standing problem in solid-phase synthesis with potentially wide-ranging implications.
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Affiliation(s)
- Punnag Padhy
- Department of Electrical Engineering, Stanford University, Stanford, CA, 94305, USA.
| | - Mohammad Asif Zaman
- Department of Electrical Engineering, Stanford University, Stanford, CA, 94305, USA
| | - Michael Anthony Jensen
- Stanford Genome Technology Center, Stanford University, Palo Alto, CA, 94304, USA.
- Department of Biochemistry, Stanford University, Stanford, CA, 94305, USA.
| | - Yao-Te Cheng
- Department of Electrical Engineering, Stanford University, Stanford, CA, 94305, USA
| | - Yogi Huang
- Department of Chemical Engineering, Stanford University, Stanford, CA, 94305, USA
| | - Mo Wu
- Department of Electrical Engineering, Stanford University, Stanford, CA, 94305, USA
| | - Ludwig Galambos
- Department of Electrical Engineering, Stanford University, Stanford, CA, 94305, USA
| | - Ronald Wayne Davis
- Stanford Genome Technology Center, Stanford University, Palo Alto, CA, 94304, USA
- Department of Biochemistry, Stanford University, Stanford, CA, 94305, USA
- Department of Genetics, Stanford University, Stanford, CA, 94305, USA
| | - Lambertus Hesselink
- Department of Electrical Engineering, Stanford University, Stanford, CA, 94305, USA.
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4
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Kim SE, Yun S, Doh J, Kim HN. Imaging-Based Efficacy Evaluation of Cancer Immunotherapy in Engineered Tumor Platforms and Tumor Organoids. Adv Healthc Mater 2024:e2400475. [PMID: 38815251 DOI: 10.1002/adhm.202400475] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2024] [Revised: 05/16/2024] [Indexed: 06/01/2024]
Abstract
Cancer immunotherapy is used to treat tumors by modulating the immune system. Although the anticancer efficacy of cancer immunotherapy has been evaluated prior to clinical trials, conventional in vivo animal and endpoint models inadequately replicate the intricate process of tumor elimination and reflect human-specific immune systems. Therefore, more sophisticated models that mimic the complex tumor-immune microenvironment must be employed to assess the effectiveness of immunotherapy. Additionally, using real-time imaging technology, a step-by-step evaluation can be applied, allowing for a more precise assessment of treatment efficacy. Here, an overview of the various imaging-based evaluation platforms recently developed for cancer immunotherapeutic applications is presented. Specifically, a fundamental technique is discussed for stably observing immune cell-based tumor cell killing using direct imaging, a microwell that reproduces a confined space for spatial observation, a droplet assay that facilitates cell-cell interactions, and a 3D microphysiological system that reconstructs the vascular environment. Furthermore, it is suggested that future evaluation platforms pursue more human-like immune systems.
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Affiliation(s)
- Seong-Eun Kim
- Brain Science Institute, Korea Institute of Science and Technology (KIST), Seoul, 02792, South Korea
| | - Suji Yun
- Interdisciplinary Program for Bioengineering, Seoul National University, Seoul, 08826, South Korea
| | - Junsang Doh
- Interdisciplinary Program for Bioengineering, Seoul National University, Seoul, 08826, South Korea
- Department of Materials Science and Engineering, Research Institute of Advanced Materials, Institute of Engineering Research, Bio-MAX institute, Soft Foundry Institute, Seoul National University, Seoul, 08826, South Korea
| | - Hong Nam Kim
- Brain Science Institute, Korea Institute of Science and Technology (KIST), Seoul, 02792, South Korea
- Division of Bio-Medical Science and Technology, KIST School, Korea University of Science and Technology, Seoul, 02792, Republic of Korea
- School of Mechanical Engineering, Yonsei University, Seoul, 03722, Republic of Korea
- Yonsei-KIST Convergence Research Institute, Yonsei University, Seoul, 03722, Republic of Korea
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5
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Nan L, Zhang H, Weitz DA, Shum HC. Development and future of droplet microfluidics. LAB ON A CHIP 2024; 24:1135-1153. [PMID: 38165829 DOI: 10.1039/d3lc00729d] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/04/2024]
Abstract
Over the past two decades, advances in droplet-based microfluidics have facilitated new approaches to process and analyze samples with unprecedented levels of precision and throughput. A wide variety of applications has been inspired across multiple disciplines ranging from materials science to biology. Understanding the dynamics of droplets enables optimization of microfluidic operations and design of new techniques tailored to emerging demands. In this review, we discuss the underlying physics behind high-throughput generation and manipulation of droplets. We also summarize the applications in droplet-derived materials and droplet-based lab-on-a-chip biotechnology. In addition, we offer perspectives on future directions to realize wider use of droplet microfluidics in industrial production and biomedical analyses.
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Affiliation(s)
- Lang Nan
- Department of Mechanical Engineering, The University of Hong Kong, Pokfulam Road, Hong Kong, China.
- Advanced Biomedical Instrumentation Centre, Hong Kong Science Park, Shatin, New Territories, Hong Kong, China
| | - Huidan Zhang
- John A. Paulson School of Engineering and Applied Sciences, Harvard University, Cambridge, MA, 02138, USA
| | - David A Weitz
- John A. Paulson School of Engineering and Applied Sciences, Harvard University, Cambridge, MA, 02138, USA
- Advanced Biomedical Instrumentation Centre, Hong Kong Science Park, Shatin, New Territories, Hong Kong, China
| | - Ho Cheung Shum
- Department of Mechanical Engineering, The University of Hong Kong, Pokfulam Road, Hong Kong, China.
- Advanced Biomedical Instrumentation Centre, Hong Kong Science Park, Shatin, New Territories, Hong Kong, China
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6
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Quan PL, Alvarez-Amador M, Jiang Y, Sauzade M, Brouzes E. Robust and rapid partitioning in thermoplastic. Analyst 2023; 149:100-107. [PMID: 37982399 PMCID: PMC10777811 DOI: 10.1039/d3an01869e] [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] [Indexed: 11/21/2023]
Abstract
Partitioning is the core technology supporting digital assays. It divides a sample into thousands of individual reactors prior to amplification and absolute quantification of target molecules. Thermoplastics are attractive materials for large scale manufacturing, however they have been seldomly used for fabricating partitioning arrays. Patitioning in thermoplastic devices has proven difficult due to the challenge of efficiently displacing the air trapped in the nanoliter structures during priming of thousands of chambers. Here, we report the design of an array of chambers made of thermoplastics where the progression of the liquid-air interface is controlled by capillary effects. Our device performs robust partitioning over a wide range of pressures and can be actuated at low pressure by a simple micropipette. Our thermoplastic device lays the foundation to cost-effective and instrument-free partitioning platforms, which could be deployed in low-resource settings.
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Affiliation(s)
- Phenix-Lan Quan
- Department of Biomedical Engineering, Stony Brook University, Stony Brook, NY, 11794, USA.
| | - Maria Alvarez-Amador
- Department of Biomedical Engineering, Stony Brook University, Stony Brook, NY, 11794, USA.
| | - Yuhe Jiang
- Department of Biomedical Engineering, Stony Brook University, Stony Brook, NY, 11794, USA.
| | - Martin Sauzade
- Department of Biomedical Engineering, Stony Brook University, Stony Brook, NY, 11794, USA.
| | - Eric Brouzes
- Department of Biomedical Engineering, Stony Brook University, Stony Brook, NY, 11794, USA.
- Laufer Center for Physical and Quantitative Biology, Stony Brook University, Stony Brook, NY 11794, USA
- Cancer Center, Stony Brook School of Medicine, Stony Brook, NY 11794, USA
- Institute for Engineering Driven Medicine, Stony Brook University, Stony Brook, NY 11794, USA
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7
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Takahara H, Tanaka H, Hashimoto M. Fast Thermocycling in Custom Microfluidic Cartridge for Rapid Single-Molecule Droplet PCR. SENSORS (BASEL, SWITZERLAND) 2023; 23:9884. [PMID: 38139729 PMCID: PMC10747138 DOI: 10.3390/s23249884] [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: 09/18/2023] [Revised: 12/13/2023] [Accepted: 12/14/2023] [Indexed: 12/24/2023]
Abstract
The microfluidic droplet polymerase chain reaction (PCR), which enables simultaneous DNA amplification in numerous droplets, has led to the discovery of various applications that were previously deemed unattainable. Decades ago, it was demonstrated that the temperature holding periods at the denaturation and annealing stages in thermal cycles for PCR amplification could be essentially eliminated if a rapid change of temperature for an entire PCR mixture was achieved. Microfluidic devices facilitating the application of such fast thermocycling protocols have significantly reduced the time required for PCR. However, in microfluidic droplet PCR, ensuring successful amplification from single molecules within droplets has limited studies on accelerating assays through fast thermocycling. Our developed microfluidic cartridge, distinguished for its convenience in executing single-molecule droplet PCR with common laboratory equipment, features droplets positioned on a thin glass slide. We hypothesized that applying fast thermocycling to this cartridge would achieve single-molecule droplet PCR amplification. Indeed, the application of this fast protocol demonstrated successful amplification in just 22 min for 30 cycles (40 s/cycle). This breakthrough is noteworthy for its potential to expedite microfluidic droplet PCR assays, ensuring efficient single-molecule amplification within a remarkably short timeframe.
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Affiliation(s)
| | | | - Masahiko Hashimoto
- Department of Chemical Engineering and Materials Science, Faculty of Science and Engineering, Doshisha University, 1-3 Tataramiyakodani, Kyotanabe 610-0321, Kyoto, Japan
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8
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Zhou Y, He M, Zhang H, Liu B, Sun C, Han Z, Duan X. Pinch-off droplet generator using microscale gigahertz acoustics. LAB ON A CHIP 2023; 23:4860-4867. [PMID: 37867322 DOI: 10.1039/d3lc00515a] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/24/2023]
Abstract
The generation and dispensing of microdroplets is a vital process in various fields such as biomedicine, medical diagnosis and chemistry. However, most methods still require the structures of nozzles or microchannels to assist droplet generation, which leads to limitations on system flexibility and restrictions on the size range of the generated droplets. In this paper, we propose a nozzle-free acoustic-based method for generating droplets using a gigahertz (GHz) bulk acoustic wave (BAW). Unlike most of the acoustofluidic approaches, the proposed method produces the droplet by pinching-off the liquid column generated by the acoustic body force at the oil-water interface. Benefitting from the focused acoustic energy and small footprint of the device, four orders of magnitude (ranging from 2 μm to 1800 μm) of droplet size could be produced by controlling the working time and power of the device. We also demonstrated cell encapsulation in the droplet and a high cell viability was achieved. The proposed acoustic-based droplet generation method exhibits capacity for generating droplets with a wide size range, versatility toward different viscosities, as well as biocompatibility for handling viable samples, which shows potential in miniaturization and scalability.
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Affiliation(s)
- Yangchao Zhou
- State Key Laboratory of Precision Measuring Technology and Instruments, College of Precision Instruments and Opto-electronics Engineering, Tianjin University, Tianjin 300072, China
| | - Meihang He
- State Key Laboratory of Precision Measuring Technology and Instruments, College of Precision Instruments and Opto-electronics Engineering, Tianjin University, Tianjin 300072, China
| | - Haitao Zhang
- State Key Laboratory of Precision Measuring Technology and Instruments, College of Precision Instruments and Opto-electronics Engineering, Tianjin University, Tianjin 300072, China
| | - Bohua Liu
- State Key Laboratory of Precision Measuring Technology and Instruments, College of Precision Instruments and Opto-electronics Engineering, Tianjin University, Tianjin 300072, China
| | - Chongling Sun
- State Key Laboratory of Precision Measuring Technology and Instruments, College of Precision Instruments and Opto-electronics Engineering, Tianjin University, Tianjin 300072, China
| | - Ziyu Han
- State Key Laboratory of Precision Measuring Technology and Instruments, College of Precision Instruments and Opto-electronics Engineering, Tianjin University, Tianjin 300072, China
| | - Xuexin Duan
- State Key Laboratory of Precision Measuring Technology and Instruments, College of Precision Instruments and Opto-electronics Engineering, Tianjin University, Tianjin 300072, China
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9
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Luo Y, Zhou M, Wang L, Fan C, Xu T, Zhang X. Programmable-Modulated Ultrasonic Transducer Array for Contactless Detection of Viral RNAs. SMALL METHODS 2023; 7:e2300592. [PMID: 37401195 DOI: 10.1002/smtd.202300592] [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: 05/08/2023] [Revised: 06/13/2023] [Indexed: 07/05/2023]
Abstract
The current polymerase chain reactions-based nucleic acid tests for large-scale infectious disease diagnosis are always lab-dependent and generate large amounts of highly infectious plastic waste. Direct non-linear acoustic driven of microdroplets provide an ideal platform for contactless spatial and temporal manipulation of liquid samples. Here, a strategy to programmable-manipulate microdroplets using potential pressure well for contactless trace detection is conceptualized and designed. On such contactless modulation platform, up to seventy-two piezoelectric transducers are precisely self-focusing single-axis arranged and controlled, which can generate dynamic pressure nodes for effectively contact-free manipulating microdroplets without vessel contamination. In addition, the patterned microdroplet array can act as contactless microreactor and allow multiple trace samples (1-5 µL) biochemical analysis, and the ultrasonic vortex can also accelerate non-equilibrium chemical reactions such as recombinase polymerase amplification (RPA). The results of fluorescence detection indicated that such programmable modulated microdroplet achieved contactless trace nucleic acid detection with a sensitivity of 0.21 copy µL-1 in only 6-14 min, which is 30.3-43.3% shorter than the conventional RPA approach. Such a programmable containerless microdroplet platform can be used for toxic, hazardous, or infectious samples sensing, opening up new avenues for developing future fully automated detection systems.
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Affiliation(s)
- Yong Luo
- School of Biomedical Engineering, Medical School, Shenzhen University, Shenzhen, Guangdong, 518060, P. R. China
- Beijing Key Laboratory for Bioengineering and Sensing Technology, University of Science and Technology Beijing, Beijing, 100083, P. R. China
| | - Mengyun Zhou
- School of Biomedical Engineering, Medical School, Shenzhen University, Shenzhen, Guangdong, 518060, P. R. China
| | - Lirong Wang
- Beijing Key Laboratory for Bioengineering and Sensing Technology, University of Science and Technology Beijing, Beijing, 100083, P. R. China
| | - Chuan Fan
- Beijing Key Laboratory for Bioengineering and Sensing Technology, University of Science and Technology Beijing, Beijing, 100083, P. R. China
| | - Tailin Xu
- School of Biomedical Engineering, Medical School, Shenzhen University, Shenzhen, Guangdong, 518060, P. R. China
| | - Xueji Zhang
- School of Biomedical Engineering, Medical School, Shenzhen University, Shenzhen, Guangdong, 518060, P. R. China
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10
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Lin JL, Hsu PP, Kuo JN. Magnetic Beads inside Droplets for Agitation and Splitting Manipulation by Utilizing a Magnetically Actuated Platform. MICROMACHINES 2023; 14:1349. [PMID: 37512660 PMCID: PMC10384566 DOI: 10.3390/mi14071349] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/25/2023] [Revised: 06/28/2023] [Accepted: 06/29/2023] [Indexed: 07/30/2023]
Abstract
We successfully developed a platform for the magnetic manipulation of droplets containing magnetic beads and examined the washing behaviors of the droplets, including droplet transportation, magnetic bead agitation inside droplets, and separation from parent droplets. Magnetic field gradients were produced with two layers of 6 × 1 planar coils fabricated by using printed circuit board technology. We performed theoretical analyses to understand the characteristics of the coils and successfully predicted the magnetic field and thermal temperature of a single coil. We then investigated experimentally the agitation and splitting kinetics of the magnetic beads inside droplets and experimentally observed the washing performance in different neck-shaped gaps. The performance of the washing process was evaluated by measuring both the particle loss ratio and the optical density. The findings of this work will be used to design a magnetic-actuated droplet platform, which will separate magnetic beads from their parent droplets and enhance washing performance. We hope that this study will provide digital microfluidics for application in point-of-care testing. The developed microchip will be of great benefit for genetic analysis and infectious disease detection in the future.
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Affiliation(s)
- Jr-Lung Lin
- Department of Mechanical and Automation Engineering, I-Shou University, Kaohsiung 84001, Taiwan
| | - Pei-Pei Hsu
- Department of Mechanical and Automation Engineering, I-Shou University, Kaohsiung 84001, Taiwan
| | - Ju-Nan Kuo
- Department of Automation Engineering, National Formosa University, No. 64, Wenhua Rd., Yunlin 63201, Taiwan
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11
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Thomas T, Govindharaj M, Unni HN, Kumari N, Rath SN. On-chip mixing of cancer cells and drug using LED enabled 2D opto-wetting droplet platforms. Biomed Phys Eng Express 2023; 9. [PMID: 37171088 DOI: 10.1088/2057-1976/acd009] [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: 11/08/2022] [Accepted: 04/25/2023] [Indexed: 05/13/2023]
Abstract
Droplets of microliter size serve as miniaturized reaction chambers for practical lab on a chip (LoC) applications. The transportation and coalescence of droplets are indispensable for realizing microfluidic mixing. Light can be used as an effective tool for droplet manipulation. We report a novel platform for LED-based transport and mixing of cell-encapsulated microdroplets for evaluating dose response of cancer drugs. Microcontroller enabled LEDs (Light-emitting diodes) were used to actuate droplet movement on Azobenzene coated planar silicon substrates. Droplet transport was initiated by the spatial gradient in solid-liquid interfacial tension developed through LED triggered photoisomerization of Azobenzene substrate. Detailed UV-Visible characterization of Azobenzene molecule was performed for different LED light intensities and wavelengths. A complete standalone opto-wetting toolbox was developed by integrating various components such as a microcontroller, UV LED (385 nm), blue LED (465 nm), and Azobenzene coated photoresponsive substrate. 2D transport of DI water droplets (10-30μl) along simple trajectories was demonstrated using this device. Subsequently, the proposed opto-wetting platform was used for performing drug evaluation through on-chip mixing of droplets containing cancer cells (A549-Lung cancer cells) and cancer drug (paclitaxel). Separate cell viability analysis was performed using MTT assays, where the cytocompatibility of Azobenzene and UV light (385 nm) on A549 cells were studied. The dosage response of paclitaxel drug was studied using both MTT (3-(4,5-Dimethylthiazolyl-2)-2,5-diphenyltetrazolium bromide) and live-dead cell assays. The results obtained indicate the potential use of our device as a cost-effective, reliable opto-wetting microfluidic platform for drug screening experiments.
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Affiliation(s)
- Tony Thomas
- Indian Institute of Technology Hyderabad, Department of Biomedical Engineering, IIT Hyderabad, IITH Main Road, Near NH-65, Sangareddy, Kandi, Telangana 502285, India
| | - Mano Govindharaj
- Indian Institute of Technology Hyderabad, Department of Biomedical Engineering, IIT Hyderabad, IITH Main Road, Near NH-65, Sangareddy, Kandi, Telangana 502285, India
| | - Harikrishnan Narayanan Unni
- Indian Institute of Technology Hyderabad, Department of Biomedical Engineering, IIT Hyderabad, IITH Main Road, Near NH-65, Sangareddy, Kandi, Telangana 502285, India
| | - Neema Kumari
- Indian Institute of Technology Hyderabad, Department of Biomedical Engineering, IIT Hyderabad, IITH Main Road, Near NH-65, Sangareddy, Kandi, Telangana 502285, India
| | - Subha Narayan Rath
- Indian Institute of Technology Hyderabad, Department of Biomedical Engineering, IIT Hyderabad, IITH Main Road, Near NH-65, Sangareddy, Kandi, Telangana 502285, India
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12
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Shi J, Zhang Y, Yang M. Recent development of microfluidics-based platforms for respiratory virus detection. BIOMICROFLUIDICS 2023; 17:024104. [PMID: 37035101 PMCID: PMC10076069 DOI: 10.1063/5.0135778] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/23/2022] [Accepted: 02/27/2023] [Indexed: 06/19/2023]
Abstract
With the global outbreak of SARS-CoV-2, the inadequacies of current detection technology for respiratory viruses have been recognized. Rapid, portable, accurate, and sensitive assays are needed to expedite diagnosis and early intervention. Conventional methods for detection of respiratory viruses include cell culture-based assays, serological tests, nucleic acid detection (e.g., RT-PCR), and direct immunoassays. However, these traditional methods are often time-consuming, labor-intensive, and require laboratory facilities, which cannot meet the testing needs, especially during pandemics of respiratory diseases, such as COVID-19. Microfluidics-based techniques can overcome these demerits and provide simple, rapid, accurate, and cost-effective analysis of intact virus, viral antigen/antibody, and viral nucleic acids. This review aims to summarize the recent development of microfluidics-based techniques for detection of respiratory viruses. Recent advances in different types of microfluidic devices for respiratory virus diagnostics are highlighted, including paper-based microfluidics, continuous-flow microfluidics, and droplet-based microfluidics. Finally, the future development of microfluidic technologies for respiratory virus diagnostics is discussed.
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Affiliation(s)
- Jingyu Shi
- Department of Biomedical Engineering, The Hong Kong Polytechnic University, Kowloon 999077, Hong Kong SAR, People's Republic of China
| | - Yu Zhang
- Department of Mechanical and Automotive Engineering, Royal Melbourne Institute of Technology, Melbourne, VIC 3000, Australia
| | - Mo Yang
- Department of Biomedical Engineering, The Hong Kong Polytechnic University, Kowloon 999077, Hong Kong SAR, People's Republic of China
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13
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Ahmadpour A, Isgor PK, Ural B, Eren BN, Sarabi MR, Muradoglu M, Tasoglu S. Microneedle arrays integrated with microfluidic systems: Emerging applications and fluid flow modeling. BIOMICROFLUIDICS 2023; 17:021501. [PMID: 37153866 PMCID: PMC10162023 DOI: 10.1063/5.0121578] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/18/2022] [Accepted: 02/15/2023] [Indexed: 05/10/2023]
Abstract
Microneedle arrays are patches of needles at micro- and nano-scale, which are competent and versatile technologies that have been merged with microfluidic systems to construct more capable devices for biomedical applications, such as drug delivery, wound healing, biosensing, and sampling body fluids. In this paper, several designs and applications are reviewed. In addition, modeling approaches used in microneedle designs for fluid flow and mass transfer are discussed, and the challenges are highlighted.
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Affiliation(s)
- Abdollah Ahmadpour
- Department of Mechanical Engineering, College of Engineering, Koç University, Türkiye
| | - Pelin Kubra Isgor
- Department of Biomedical Sciences and Engineering, College of Engineering, Koç University, Türkiye
| | - Berk Ural
- Department of Mechanical Engineering, College of Engineering, Koç University, Türkiye
| | - Busra Nimet Eren
- Department of Mechanical Engineering, College of Engineering, Koç University, Türkiye
| | | | - Metin Muradoglu
- Department of Mechanical Engineering, College of Engineering, Koç University, Türkiye
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14
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Abstract
Droplet digital polymerase chain reaction (ddPCR) is a new quantitative PCR method based on water-oil emulsion droplet technology. ddPCR enables highly sensitive and accurate quantification of nucleic acid molecules, especially when their copy numbers are low. In ddPCR, a sample is fractionated into ~20,000 droplets, and every nanoliter-sized droplet undergoes PCR amplification of the target molecule. The fluorescence signals of droplets are then recorded by an automated droplet reader. Circular RNAs (circRNAs) are single-stranded, covalently closed RNA molecules that are ubiquitously expressed in animals and plants. CircRNAs are promising as biomarkers for cancer diagnosis and prognosis and as therapeutic targets or agents to inhibit oncogenic microRNAs or proteins (Kristensen LS, Jakobsen T, Hager H, Kjems J, Nat Rev Clin Oncol 19:188-206, 2022). In this chapter, the procedures for the quantitation of a circRNA in single pancreatic cancer cells using ddPCR are described.
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Affiliation(s)
- Jiayi Peng
- Division of Oral and Systemic Health Sciences, School of Dentistry, University of California, Los Angeles, CA, USA
| | - Feng Li
- Division of Oral and Systemic Health Sciences, School of Dentistry, University of California, Los Angeles, CA, USA
| | - Xiangdong Xu
- Division of Oral and Systemic Health Sciences, School of Dentistry, University of California, Los Angeles, CA, USA
| | - Shen Hu
- Division of Oral and Systemic Health Sciences, School of Dentistry, University of California, Los Angeles, CA, USA.
- Jonsson Comprehensive Cancer Center, University of California, Los Angeles, CA, USA.
- California NanoSystems Institute, University of California, Los Angeles, CA, USA.
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15
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Li Y, Shi X, Zuo Y, Li T, Liu L, Shen Z, Shen J, Zhang R, Wang S. Multiplexed Target Enrichment Enables Efficient and In-Depth Analysis of Antimicrobial Resistome in Metagenomes. Microbiol Spectr 2022; 10:e0229722. [PMID: 36287061 PMCID: PMC9769626 DOI: 10.1128/spectrum.02297-22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2022] [Accepted: 10/04/2022] [Indexed: 01/06/2023] Open
Abstract
Antibiotic resistance genes (ARGs) pose a serious threat to public health and ecological security in the 21st century. However, the resistome only accounts for a tiny fraction of metagenomic content, which makes it difficult to investigate low-abundance ARGs in various environmental settings. Thus, a highly sensitive, accurate, and comprehensive method is needed to describe ARG profiles in complex metagenomic samples. In this study, we established a high-throughput sequencing method based on targeted amplification, which could simultaneously detect ARGs (n = 251), mobile genetic element genes (n = 8), and metal resistance genes (n = 19) in metagenomes. The performance of amplicon sequencing was compared with traditional metagenomic shotgun sequencing (MetaSeq). A total of 1421 primer pairs were designed, achieving extremely high coverage of target genes. The amplicon sequencing significantly improved the recovery of target ARGs (~9 × 104-fold), with higher sensitivity and diversity, less cost, and computation burden. Furthermore, targeted enrichment allows deep scanning of single nucleotide polymorphisms (SNPs), and elevated SNPs detection was shown in this study. We further performed this approach for 48 environmental samples (37 feces, 20 soils, and 7 sewage) and 16 clinical samples. All samples tested in this study showed high diversity and recovery of targeted genes. Our results demonstrated that the approach could be applied to various metagenomic samples and served as an efficient tool in the surveillance and evolution assessment of ARGs. Access to the resistome using the enrichment method validated in this study enabled the capture of low-abundance resistomes while being less costly and time-consuming, which can greatly advance our understanding of local and global resistome dynamics. IMPORTANCE ARGs, an increasing global threat to human health, can be transferred into health-related microorganisms in the environment by horizontal gene transfer, posing a serious threat to public health. Advancing profiling methods are needed for monitoring and predicting the potential risks of ARGs in metagenomes. Our study described a customized amplicon sequencing assay that could enable a high-throughput, targeted, in-depth analysis of ARGs and detect a low-abundance portion of resistomes. This method could serve as an efficient tool to assess the variation and evolution of specific ARGs in the clinical and natural environment.
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Affiliation(s)
- Yiming Li
- Beijing Key Laboratory of Detection Technology for Animal-Derived Food Safety, College of Veterinary Medicine, China Agricultural University, Beijing, China
- Guangdong Laboratory for Lingnan Modern Agriculture, Guangzhou, China
| | - Xiaomin Shi
- Beijing Key Laboratory of Detection Technology for Animal-Derived Food Safety, College of Veterinary Medicine, China Agricultural University, Beijing, China
- Guangdong Laboratory for Lingnan Modern Agriculture, Guangzhou, China
| | - Yang Zuo
- Beijing Key Laboratory of Detection Technology for Animal-Derived Food Safety, College of Veterinary Medicine, China Agricultural University, Beijing, China
- Guangdong Laboratory for Lingnan Modern Agriculture, Guangzhou, China
| | - Tian Li
- Beijing Key Laboratory of Detection Technology for Animal-Derived Food Safety, College of Veterinary Medicine, China Agricultural University, Beijing, China
- Guangdong Laboratory for Lingnan Modern Agriculture, Guangzhou, China
| | - Lu Liu
- Beijing Key Laboratory of Detection Technology for Animal-Derived Food Safety, College of Veterinary Medicine, China Agricultural University, Beijing, China
- Guangdong Laboratory for Lingnan Modern Agriculture, Guangzhou, China
| | - Zhangqi Shen
- Beijing Key Laboratory of Detection Technology for Animal-Derived Food Safety, College of Veterinary Medicine, China Agricultural University, Beijing, China
- Guangdong Laboratory for Lingnan Modern Agriculture, Guangzhou, China
| | - Jianzhong Shen
- Beijing Key Laboratory of Detection Technology for Animal-Derived Food Safety, College of Veterinary Medicine, China Agricultural University, Beijing, China
- Guangdong Laboratory for Lingnan Modern Agriculture, Guangzhou, China
| | - Rong Zhang
- The Second Affiliated Hospital of Zhejiang University, Zhejiang University, Hangzhou, China
| | - Shaolin Wang
- Beijing Key Laboratory of Detection Technology for Animal-Derived Food Safety, College of Veterinary Medicine, China Agricultural University, Beijing, China
- Guangdong Laboratory for Lingnan Modern Agriculture, Guangzhou, China
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16
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Lei YQ, Xu LP, Cao H, Wang XR. A method of large DNA fragment enrichment for nanopore sequencing in region 22q11.2. Front Genet 2022; 13:959883. [DOI: 10.3389/fgene.2022.959883] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2022] [Accepted: 10/11/2022] [Indexed: 11/13/2022] Open
Abstract
Background: 22q11.2 deletion syndrome (22q11.2DS) is a disorder caused when a small part of chromosome 22 is missing. Diagnosis is currently established by the identification of a heterozygous deletion at chromosome 22q11.2 through chromosomal microarray analysis or other genomic analyses. However, more accurate identification of the breakpoint contributes to a clearer understanding of the 22q11.2 deletion syndrome.Methods: In this study, we present a feasible nanopore sequencing method of 22q11.2 deletion. This DNA enrichment method—region-specific amplification (RSA)—is able to analyze the 22q11.2 deletion by specific amplification of an approximately 1-Mb region where the breakpoint might exist. RSA introduces universal primers into the target region DNA by a Y-shaped adaptor ligation and a single primer extension. The enriched products, completed by amplification with universal primers, are then processed by standard ONT ligation sequencing protocols.Results: RSA is able to deliver adequate coverage (>98%) and comparable long reads (average length >1 Kb) throughout the 22q11.2 region. The long nanopore sequencing reads, derived from three umbilical cord blood samples, have facilitated the identification of the breakpoint of the 22q11.2 deletion, as well as by Sanger sequencing.Conclusion: The Oxford Nanopore MinION sequencer can use RSA to sequence the target region 22q11.2; this method could also be used for other hard-to-sequence parts of the genome.
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17
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Cao Z, Ye Y, Li G, Zhang R, Dong S, Liu Y. Monolithically integrated microchannel plate functionalized with ZnO nanorods for fluorescence-enhanced digital polymerase chain reaction. Biosens Bioelectron 2022; 213:114499. [DOI: 10.1016/j.bios.2022.114499] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Revised: 06/08/2022] [Accepted: 06/21/2022] [Indexed: 11/27/2022]
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18
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Rajendran NR, Qureshi N, Pourkheirandish M. Genotyping by Sequencing Advancements in Barley. FRONTIERS IN PLANT SCIENCE 2022; 13:931423. [PMID: 36003814 PMCID: PMC9394214 DOI: 10.3389/fpls.2022.931423] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Accepted: 06/20/2022] [Indexed: 06/15/2023]
Abstract
Barley is considered an ideal crop to study cereal genetics due to its close relationship with wheat and diploid ancestral genome. It plays a crucial role in reducing risks to global food security posed by climate change. Genetic variations in the traits of interest in crops are vital for their improvement. DNA markers have been widely used to estimate these variations in populations. With the advancements in next-generation sequencing, breeders could access different types of genetic variations within different lines, with single-nucleotide polymorphisms (SNPs) being the most common type. However, genotyping barley with whole genome sequencing (WGS) is challenged by the higher cost and computational demand caused by the large genome size (5.5GB) and a high proportion of repetitive sequences (80%). Genotyping-by-sequencing (GBS) protocols based on restriction enzymes and target enrichment allow a cost-effective SNP discovery by reducing the genome complexity. In general, GBS has opened up new horizons for plant breeding and genetics. Though considered a reliable alternative to WGS, GBS also presents various computational difficulties, but GBS-specific pipelines are designed to overcome these challenges. Moreover, a robust design for GBS can facilitate the imputation to the WGS level of crops with high linkage disequilibrium. The complete exploitation of GBS advancements will pave the way to a better understanding of crop genetics and offer opportunities for the successful improvement of barley and its close relatives.
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Affiliation(s)
- Nirmal Raj Rajendran
- Faculty of Veterinary and Agricultural Sciences, University of Melbourne, Parkville, VIC, Australia
| | - Naeela Qureshi
- International Maize and Wheat Improvement Center (CIMMYT), El Batan, Texcoco, Estado de Mexico, Mexico
| | - Mohammad Pourkheirandish
- Faculty of Veterinary and Agricultural Sciences, University of Melbourne, Parkville, VIC, Australia
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19
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Danilevsky A, Polsky AL, Shomron N. Adaptive sequencing using nanopores and deep learning of mitochondrial DNA. Brief Bioinform 2022; 23:6634223. [PMID: 35804265 DOI: 10.1093/bib/bbac251] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2021] [Revised: 05/13/2022] [Accepted: 05/30/2022] [Indexed: 12/24/2022] Open
Abstract
Nanopore sequencing is an emerging technology that reads DNA by utilizing a unique method of detecting nucleic acid sequences and identifies the various chemical modifications they carry. Deep learning has increased in popularity as a useful technique to solve many complex computational tasks. 'Adaptive sequencing' is an implementation of selective sequencing, intended for use on the nanopore sequencing platform. In this study, we demonstrated an alternative method of software-based selective sequencing that is performed in real time by combining nanopore sequencing and deep learning. Our results showed the feasibility of using deep learning for classifying signals from only the first 200 nucleotides in a raw nanopore sequencing signal format. This was further demonstrated by comparing the accuracy of our deep learning classification model across data from several human cell lines and other eukaryotic organisms. We used custom deep learning models and a script that utilizes a 'Read Until' framework to target mitochondrial molecules in real time from a human cell line sample. This achieved a significant separation and enrichment ability of 2.3-fold. In a series of very short sequencing experiments (10, 30 and 120 min), we identified genomic and mitochondrial reads with accuracy above 90%, although mitochondrial DNA comprised only 0.1% of the total input material. The uniqueness of our method is the ability to distinguish two groups of DNA even without a labeled reference. This contrasts with studies that required a well-defined reference, whether of a DNA sequence or of another type of representation. Additionally, our method showed higher correlation to the theoretically possible enrichment factor, compared with other published methods. We believe that our results will lay the foundation for rapid and selective sequencing using nanopore technology and will pave the approach for clinical applications that use nanopore sequencing data.
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Affiliation(s)
- Artem Danilevsky
- Faculty of Medicine and Edmond J Safra Center for Bioinformatics, Tel Aviv University, Tel Aviv 69978, Israel
| | - Avital Luba Polsky
- Faculty of Medicine and Edmond J Safra Center for Bioinformatics, Tel Aviv University, Tel Aviv 69978, Israel
| | - Noam Shomron
- Faculty of Medicine and Edmond J Safra Center for Bioinformatics, Tel Aviv University, Tel Aviv 69978, Israel
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20
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Zhang H, Huang C, Li Y, Gupte R, Samuel R, Dai J, Guzman A, Sabnis R, de Figueiredo P, Han A. FIDELITY: A quality control system for droplet microfluidics. SCIENCE ADVANCES 2022; 8:eabc9108. [PMID: 35857442 PMCID: PMC9269891 DOI: 10.1126/sciadv.abc9108] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/24/2022] [Accepted: 05/25/2022] [Indexed: 05/21/2023]
Abstract
Droplet microfluidic systems have been widely deployed to interrogate biological and chemical systems. The major limitations of these systems are the relatively high error rates from critical droplet manipulation functions. To address these limitations, we describe the development of FIDELITY (Flotation and Interdigitated electrode forces on Droplets to Enable Lasting system IntegriTY), a highly sensitive and accurate size-based droplet bandpass filter that leverages the natural buoyancy of aqueous droplets and highly localized dielectrophoretic force generated by interdigitated electrode arrays. Droplet manipulation accuracies greater than 99% were achieved at a throughput of up to 100 droplets/s and separation of droplets that differed in diameter by only 6 μm was demonstrated. Last, the utility of FIDELITY was demonstrated in a droplet size quality control application and also in a droplet-based in vitro transcription/translation workflow. We anticipate FIDELITY to be integrated into a broad range of droplet microfluidic configurations to achieve exceptional operational accuracy.
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Affiliation(s)
- Han Zhang
- Department of Electrical and Computer Engineering, Texas A&M University, College Station, TX 77843, USA
| | - Can Huang
- Department of Electrical and Computer Engineering, Texas A&M University, College Station, TX 77843, USA
| | - Yuwen Li
- Department of Electrical and Computer Engineering, Texas A&M University, College Station, TX 77843, USA
| | - Rohit Gupte
- Department of Biomedical Engineering, Texas A&M University, College Station, TX 77843, USA
| | - Ryan Samuel
- Department of Electrical and Computer Engineering, Texas A&M University, College Station, TX 77843, USA
| | - Jing Dai
- Department of Electrical and Computer Engineering, Texas A&M University, College Station, TX 77843, USA
| | - Adrian Guzman
- Department of Electrical and Computer Engineering, Texas A&M University, College Station, TX 77843, USA
| | - Rushant Sabnis
- Department of Chemical Engineering, Texas A&M University, College Station, TX 77843, USA
| | - Paul de Figueiredo
- Department of Microbial Pathogenesis and Immunology, Texas A&M Health Science Center, Bryan, TX 77807, USA
- Department of Veterinary Pathobiology, Texas A&M University, College Station, TX 77843, USA
| | - Arum Han
- Department of Electrical and Computer Engineering, Texas A&M University, College Station, TX 77843, USA
- Department of Biomedical Engineering, Texas A&M University, College Station, TX 77843, USA
- Corresponding author.
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21
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A high-throughput analytical method for multiple DNA targets based on microdroplet PCR coupled with DGGE. J Pharm Biomed Anal 2022; 216:114812. [DOI: 10.1016/j.jpba.2022.114812] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2022] [Revised: 04/28/2022] [Accepted: 05/01/2022] [Indexed: 11/18/2022]
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22
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Target Enrichment Approaches for Next-Generation Sequencing Applications in Oncology. Diagnostics (Basel) 2022; 12:diagnostics12071539. [PMID: 35885445 PMCID: PMC9318977 DOI: 10.3390/diagnostics12071539] [Citation(s) in RCA: 24] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2022] [Revised: 06/20/2022] [Accepted: 06/21/2022] [Indexed: 11/29/2022] Open
Abstract
Screening for genomic sequence variants in genes of predictive and prognostic significance is an integral part of precision medicine. Next-generation sequencing (NGS) technologies are progressively becoming platforms of choice to facilitate this, owing to their massively parallel sequencing capability, which can be used to simultaneously screen multiple markers in multiple samples for a variety of variants (single nucleotide and multi nucleotide variants, insertions and deletions, gene copy number variations, and fusions). A crucial step in the workflow of targeted NGS is the enrichment of the genomic regions of interest to be sequenced, against the whole genomic background. This ensures that the NGS effort is focused to predominantly screen target regions of interest with minimal off-target sequencing, making it more accurate and economical. Polymerase chain reaction-based (PCR, or amplicon-based) and hybridization capture-based methodologies are the two prominent approaches employed for target enrichment. This review summarizes the basic principles of target enrichment utilized by these methods, their multiple variations that have evolved over time, automation approaches, overall comparison of their advantages and drawbacks, and commercially available choices for these methodologies.
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23
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Dou Y, Xia W, Mason AS, Huang D, Sun X, Fan H, Xiao Y. Developing functional markers for vitamin E biosynthesis in oil palm. PLoS One 2021; 16:e0259684. [PMID: 34797841 PMCID: PMC8604351 DOI: 10.1371/journal.pone.0259684] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2021] [Accepted: 10/24/2021] [Indexed: 11/19/2022] Open
Abstract
Vitamin E is essential for human health and plays positive roles in anti-oxidation. Previously, we detected large variation in vitamin E content among 161 oil palm accessions. In this study, twenty oil palm accessions with distinct variation in vitamin E contents (171.30 to 1 258.50 ppm) were selected for genetic variation analysis and developing functional markers associated with vitamin E contents. Thirty-seven homologous genes in oil palm belonging to vitamin E biosynthesis pathway were identified via BLASTP analysis, the lengths of which ranged from 426 to 25 717 bp (average 7 089 bp). Multiplex PCR sequencing for the 37 genes found 1 703 SNPs and 85 indels among the 20 oil palm accessions, with 226 SNPs locating in the coding regions. Clustering analysis for these polymorphic loci showed that the 20 oil palm accessions could be divided into five groups. Among these groups, group I included eight oil palm accessions whose vitamin E content (mean value: 893.50 ppm) was far higher than other groups (mean value 256.29 to 532.94 ppm). Correlation analysis between the markers and vitamin E traits showed that 134 SNP and 7 indel markers were significantly (p < 0.05) related with total vitamin E content. Among these functional markers, the indel EgTMT-1-24 was highly correlated with variation in vitamin E content, especially tocotrienol content. Our study identified a number of candidate function associated markers and provided clues for further research into molecular breeding for high vitamin E content oil palm.
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Affiliation(s)
- Yajing Dou
- College of Tropical Crops, Hainan University, Haikou, Hainan, P.R. China
- Coconut Research Institute, Chinese Academy of Tropical Agricultural sciences, Wenchang, Hainan, P.R. China
| | - Wei Xia
- College of Tropical Crops, Hainan University, Haikou, Hainan, P.R. China
| | - Annaliese S. Mason
- Plant Breeding Department, The University of Bonn, Bonn, North Rhine-Westphalia, Germany
| | - Dongyi Huang
- College of Tropical Crops, Hainan University, Haikou, Hainan, P.R. China
| | - Xiwei Sun
- Coconut Research Institute, Chinese Academy of Tropical Agricultural sciences, Wenchang, Hainan, P.R. China
| | - Haikuo Fan
- Coconut Research Institute, Chinese Academy of Tropical Agricultural sciences, Wenchang, Hainan, P.R. China
| | - Yong Xiao
- Coconut Research Institute, Chinese Academy of Tropical Agricultural sciences, Wenchang, Hainan, P.R. China
- Sanya Research Institute, Chinese Academy of Tropical Agricultural Sciences, Sanya, Hainan, P.R. China
- * E-mail: ,
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24
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Manteca A, Gadea A, Van Assche D, Cossard P, Gillard-Bocquet M, Beneyton T, Innis CA, Baret JC. Directed Evolution in Drops: Molecular Aspects and Applications. ACS Synth Biol 2021; 10:2772-2783. [PMID: 34677942 PMCID: PMC8609573 DOI: 10.1021/acssynbio.1c00313] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2021] [Indexed: 11/29/2022]
Abstract
The process of optimizing the properties of biological molecules is paramount for many industrial and medical applications. Directed evolution is a powerful technique for modifying and improving biomolecules such as proteins or nucleic acids (DNA or RNA). Mimicking the mechanism of natural evolution, one can enhance a desired property by applying a suitable selection pressure and sorting improved variants. Droplet-based microfluidic systems offer a high-throughput solution to this approach by helping to overcome the limiting screening steps and allowing the analysis of variants within increasingly complex libraries. Here, we review cases where successful evolution of biomolecules was achieved using droplet-based microfluidics, focusing on the molecular processes involved and the incorporation of microfluidics to the workflow. We highlight the advantages and limitations of these microfluidic systems compared to low-throughput methods and show how the integration of these systems into directed evolution workflows can open new avenues to discover or improve biomolecules according to user-defined conditions.
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Affiliation(s)
- Aitor Manteca
- Univ.
Bordeaux, Institut National de la Santé et de la Recherche
Médicale, Centre National de la Recherche Scientifique, ARNA,
U1212, UMR 5320, Institut Européen de Chimie et Biologie, F-33600 Pessac, France
| | - Alejandra Gadea
- Univ.
Bordeaux, CNRS, CRPP, UMR 5031, F-33610, Pessac, France
| | | | - Pauline Cossard
- Univ.
Bordeaux, Institut National de la Santé et de la Recherche
Médicale, Centre National de la Recherche Scientifique, ARNA,
U1212, UMR 5320, Institut Européen de Chimie et Biologie, F-33600 Pessac, France
| | - Mélanie Gillard-Bocquet
- Univ.
Bordeaux, Institut National de la Santé et de la Recherche
Médicale, Centre National de la Recherche Scientifique, ARNA,
U1212, UMR 5320, Institut Européen de Chimie et Biologie, F-33600 Pessac, France
| | - Thomas Beneyton
- Univ.
Bordeaux, CNRS, CRPP, UMR 5031, F-33610, Pessac, France
| | - C. Axel Innis
- Univ.
Bordeaux, Institut National de la Santé et de la Recherche
Médicale, Centre National de la Recherche Scientifique, ARNA,
U1212, UMR 5320, Institut Européen de Chimie et Biologie, F-33600 Pessac, France
| | - Jean-Christophe Baret
- Univ.
Bordeaux, CNRS, CRPP, UMR 5031, F-33610, Pessac, France
- Institut
Universitaire de France, F-75231 Paris, France
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25
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Cowan RW, Pratt ED, Kang JM, Zhao J, Wilhelm JJ, Abdulla M, Qiao EM, Brennan LP, Ulintz PJ, Bellin MD, Rhim AD. Pancreatic Cancer-Related Mutational Burden Is Not Increased in a Patient Cohort With Clinically Severe Chronic Pancreatitis. Clin Transl Gastroenterol 2021; 12:e00431. [PMID: 34797250 PMCID: PMC8604013 DOI: 10.14309/ctg.0000000000000431] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/10/2021] [Accepted: 08/30/2021] [Indexed: 11/30/2022] Open
Abstract
INTRODUCTION Chronic pancreatitis is associated with an increased risk of developing pancreatic cancer, and patients with inherited forms of pancreatitis are at greatest risk. We investigated whether clinical severity of pancreatitis could also be an indicator of cancer risk independent of etiology by performing targeted DNA sequencing to assess the mutational burden in 55 cancer-associated genes. METHODS Using picodroplet digital polymerase chain reaction and next-generation sequencing, we reported the genomic profiles of pancreases from severe clinical cases of chronic pancreatitis that necessitated palliative total pancreatectomy with islet autotransplantation. RESULTS We assessed 57 tissue samples from 39 patients with genetic and idiopathic etiologies and found that despite the clinical severity of disease, there was no corresponding increase in mutational burden. The average allele frequency of somatic variants was 1.19% (range 1.00%-5.97%), and distinct regions from the same patient displayed genomic heterogeneity, suggesting that these variants are subclonal. Few oncogenic KRAS mutations were discovered (7% of all samples), although we detected evidence of frequent cancer-related variants in other genes such as TP53, CDKN2A, and SMAD4. Of note, tissue samples with oncogenic KRAS mutations and samples from patients with PRSS1 mutations harbored an increased total number of somatic variants, suggesting that these patients may have increased genomic instability and could be at an increased risk of developing pancreatic cancer. DISCUSSION Overall, we showed that even in those patients with chronic pancreatitis severe enough to warrant total pancreatectomy with islet autotransplantation, pancreatic cancer-related mutational burden is not appreciably increased.
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Affiliation(s)
- Robert W. Cowan
- Ahmed Cancer Center for Pancreatic Cancer Research, MD Anderson Cancer Center, University of Texas, Houston, Texas, USA;
- Department of Gastroenterology, Hepatology & Nutrition, MD Anderson Cancer Center, University of Texas, Houston, Texas, USA;
| | - Erica D. Pratt
- Ahmed Cancer Center for Pancreatic Cancer Research, MD Anderson Cancer Center, University of Texas, Houston, Texas, USA;
- Department of Gastroenterology, Hepatology & Nutrition, MD Anderson Cancer Center, University of Texas, Houston, Texas, USA;
| | - Jin Muk Kang
- Ahmed Cancer Center for Pancreatic Cancer Research, MD Anderson Cancer Center, University of Texas, Houston, Texas, USA;
- Department of Gastroenterology, Hepatology & Nutrition, MD Anderson Cancer Center, University of Texas, Houston, Texas, USA;
| | - Jun Zhao
- Ahmed Cancer Center for Pancreatic Cancer Research, MD Anderson Cancer Center, University of Texas, Houston, Texas, USA;
- Department of Translational Molecular Pathology, MD Anderson Cancer Center, University of Texas, Houston, Texas, USA
| | - Joshua J. Wilhelm
- Department of Pediatrics, University of Minnesota Medical School, Minneapolis, Minnesota, USA;
- Department of Surgery, Schulze Diabetes Institute, University of Minnesota, Minneapolis, Minnesota, USA;
| | - Muhamad Abdulla
- Department of Surgery, Schulze Diabetes Institute, University of Minnesota, Minneapolis, Minnesota, USA;
| | - Edmund M. Qiao
- Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA;
| | - Luke P. Brennan
- University of Michigan Medical School, Ann Arbor, Michigan, USA;
| | - Peter J. Ulintz
- Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA;
- BRCF Bioinformatics Core, University of Michigan, Ann Arbor, Michigan, USA.
| | - Melena D. Bellin
- Department of Pediatrics, University of Minnesota Medical School, Minneapolis, Minnesota, USA;
- Department of Surgery, Schulze Diabetes Institute, University of Minnesota, Minneapolis, Minnesota, USA;
| | - Andrew D. Rhim
- Ahmed Cancer Center for Pancreatic Cancer Research, MD Anderson Cancer Center, University of Texas, Houston, Texas, USA;
- Department of Gastroenterology, Hepatology & Nutrition, MD Anderson Cancer Center, University of Texas, Houston, Texas, USA;
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Chkaiban L, Tosi L, Parekkadan B. Assembly of Long-Adapter Single-Strand Oligonucleotide (LASSO) Probes for Massively Parallel Capture of Kilobase Size DNA Targets. Curr Protoc 2021; 1:e278. [PMID: 34807521 PMCID: PMC8669654 DOI: 10.1002/cpz1.278] [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: 11/06/2022]
Abstract
Genome DNA sequencing has become an affordable means to resolve questions about the genetic background of life. However, the biological functions of many DNA-encoded sequences are still relatively unknown. A highly scalable and cost-effective cloning method to select natural DNA targets from genomic templates is therefore urgently needed to enable rapid understanding of the biological products of genomes. One such method involves LASSO probes, which are long single-stranded DNA oligonucleotides designed with a universal adapter that is used to link two sequences that are complementary to a genomic target of interest. Through a pooled assembly method, LASSOs can be made for multiplex DNA capture. Herein, we describe a robust, efficient method to assemble LASSO probe libraries using a Cre-recombinase-mediated reaction and a protocol for multiplex genome target capture. The starting components are a pre-LASSO probe library comprising short DNA oligo pools designed in silico and an Escherichia coli plasmid (pLASSO) that incorporates the pre-LASSO library. Through internal recombination of pLASSO with its inserts, a mature LASSO library in final configuration can be made with high purity. Assembly of a LASSO probe library takes 4 days, and target capture can be performed in a single day. With an exponentially growing list of new genomes available for investigation, this method can enable the rapid production of ORFeome libraries for high-throughput screening to identify biological functions as a complementary approach to understand genome functional biology. © 2021 Wiley Periodicals LLC. Basic Protocol 1: Assembly of LASSO probes Support Protocol 1: Generation of pLASSO vectors Support Protocol 2: Preparation of pre-LASSOs Basic Protocol 2: Massively parallel capture of large DNAs using LASSO probes.
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Affiliation(s)
- Lamia Chkaiban
- Department of Biomedical Engineering, Rutgers, The State University of New Jersey, Piscataway, NJ
| | - Lorenzo Tosi
- Department of Biomedical Engineering, Rutgers, The State University of New Jersey, Piscataway, NJ
| | - Biju Parekkadan
- Department of Biomedical Engineering, Rutgers, The State University of New Jersey, Piscataway, NJ
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Bajgiran KR, Cordova AS, Elkhanoufi R, Dorman JA, Melvin AT. Simultaneous Droplet Generation with In-Series Droplet T-Junctions Induced by Gravity-Induced Flow. MICROMACHINES 2021; 12:mi12101211. [PMID: 34683262 PMCID: PMC8540845 DOI: 10.3390/mi12101211] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/07/2021] [Revised: 09/27/2021] [Accepted: 09/30/2021] [Indexed: 01/13/2023]
Abstract
Droplet microfluidics offers a wide range of applications, including high-throughput drug screening and single-cell DNA amplification. However, these platforms are often limited to single-input conditions that prevent them from analyzing multiple input parameters (e.g., combined cellular treatments) in a single experiment. Droplet multiplexing will result in higher overall throughput, lowering cost of fabrication, and cutting down the hands-on time in number of applications such as single-cell analysis. Additionally, while lab-on-a-chip fabrication costs have decreased in recent years, the syringe pumps required for generating droplets of uniform shape and size remain cost-prohibitive for researchers interested in utilizing droplet microfluidics. This work investigates the potential of simultaneously generating droplets from a series of three in-line T-junctions utilizing gravity-driven flow to produce consistent, well-defined droplets. Implementing reservoirs with equal heights produced inconsistent flow rates that increased as a function of the distance between the aqueous inlets and the oil inlet. Optimizing the three reservoir heights identified that taller reservoirs were needed for aqueous inlets closer to the oil inlet. Studying the relationship between the ratio of oil-to-water flow rates (Φ) found that increasing Φ resulted in smaller droplets and an enhanced droplet generation rate. An ANOVA was performed on droplet diameter to confirm no significant difference in droplet size from the three different aqueous inlets. The work described here offers an alternative approach to multiplexed droplet microfluidic devices allowing for the high-throughput interrogation of three sample conditions in a single device. It also has provided an alternative method to induce droplet formation that does not require multiple syringe pumps.
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Park SY, Faraci G, Murphy G, Pilcher C, Busch MP, Lee HY. Microdrop Human Immunodeficiency Virus Sequencing for Incidence and Drug Resistance Surveillance. J Infect Dis 2021; 224:1048-1059. [PMID: 33517458 DOI: 10.1093/infdis/jiab060] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2020] [Accepted: 01/26/2021] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Precise and cost-efficient human immunodeficiency virus (HIV) incidence and drug resistance surveillances are in high demand for the advancement of the 90-90-90 "treatment for all" target. METHODS We developed microdrop HIV sequencing for the HIV incidence and drug resistance assay (HIDA), a single-blood-draw surveillance tool for incidence and drug resistance mutation (DRM) detection. We amplified full-length HIV envelope and pol gene sequences within microdroplets, and this compartmental amplification with long-read high-throughput sequencing enabled us to recover multiple unique sequences. RESULTS We achieved greater precision in determining the stage of infection than current incidence assays, with a 1.2% false recency rate (proportion of misclassified chronic infections) and a 262-day mean duration of recent infection (average time span of recent infection classification) from 83 recently infected and 81 chronically infected individuals. Microdrop HIV sequencing demonstrated an increased capacity to detect minority variants and linked DRMs. By screening all 93 World Health Organization surveillance DRMs, we detected 6 pretreatment drug resistance mutations with 2.6%-13.2% prevalence and cross-linked mutations. CONCLUSIONS HIDA with microdrop HIV sequencing may promote global HIV real-time surveillance by serving as a precise and high-throughput cross-sectional survey tool that can be generalized for surveillance of other pathogens.
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Affiliation(s)
- Sung Yong Park
- Department of Molecular Microbiology and Immunology, Keck School of Medicine, University of Southern California, Los Angeles, California, USA
| | - Gina Faraci
- Department of Molecular Microbiology and Immunology, Keck School of Medicine, University of Southern California, Los Angeles, California, USA
| | - Gary Murphy
- Public Health England, London, United Kingdom
| | - Christopher Pilcher
- Department of Medicine, University of California, San Francisco, California, USA
| | - Michael P Busch
- Research and Scientific Programs, Vitalant Research Institute, San Francisco, California, USA.,Deparment of Laboratory Medicine, University of California, California, San Francisco, USA
| | - Ha Youn Lee
- Department of Molecular Microbiology and Immunology, Keck School of Medicine, University of Southern California, Los Angeles, California, USA
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Claes KBM, Rosseel T, De Leeneer K. Dealing with Pseudogenes in Molecular Diagnostics in the Next Generation Sequencing Era. Methods Mol Biol 2021; 2324:363-381. [PMID: 34165726 DOI: 10.1007/978-1-0716-1503-4_22] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Presence of pseudogenes is a dreadful issue in next generation sequencing (NGS), because their contamination can interfere with the detection of variants in the genuine gene and generate false positive and false negative variants.In this chapter we focus on issues related to the application of NGS strategies for analysis of genes with pseudogenes in a clinical setting. The degree to which a pseudogene impacts the ability to accurately detect and map variants in its parent gene depends on the degree of similarity (homology) with the parent gene itself. Hereby, target enrichment and mapping strategies are crucial factors to avoid "contaminating" pseudogene sequences. For target enrichment, we describe advantages and disadvantages of PCR- and capture-based strategies. For mapping strategies, we discuss crucial parameters that need to be considered to accurately distinguish sequences of functional genes from pseudogenic sequences. Finally, we discuss some examples of genes associated with Mendelian disorders, for which interesting NGS approaches are described to avoid interference with pseudogene sequences.
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Affiliation(s)
| | - Toon Rosseel
- Center for Medical Genetics, Ghent University Hospital, Ghent, Belgium
| | - Kim De Leeneer
- Center for Medical Genetics, Ghent University Hospital, Ghent, Belgium
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Abstract
![]()
Targeted
sequencing enables sensitive and cost-effective analysis
by focusing resources on molecules of interest. Existing methods,
however, are limited in enrichment power and target capture length.
Here, we present a novel method that uses compound nucleic acid cytometry
to achieve million-fold enrichments of molecules >10 kbp in length
using minimal prior target information. We demonstrate the approach
by sequencing HIV proviruses in infected individuals. Our method is
useful for rare target sequencing in research and clinical applications,
including for identifying cancer-associated mutations or sequencing
viruses infecting cells.
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Affiliation(s)
- Chen Sun
- Department of Bioengineering and Therapeutic Sciences, University of California San Francisco, San Francisco, California 94158, United States
| | - Kai-Chun Chang
- Department of Bioengineering and Therapeutic Sciences, University of California San Francisco, San Francisco, California 94158, United States
| | - Adam R Abate
- Department of Bioengineering and Therapeutic Sciences, University of California San Francisco, San Francisco, California 94158, United States.,California Institute for Quantitative Biosciences, University of California San Francisco, San Francisco, California 94158, United States.,Chan Zuckerberg Biohub, San Francisco, California 94158, United States
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Takahara H, Matsushita H, Inui E, Ochiai M, Hashimoto M. Convenient microfluidic cartridge for single-molecule droplet PCR using common laboratory equipment. ANALYTICAL METHODS : ADVANCING METHODS AND APPLICATIONS 2021; 13:974-985. [PMID: 33533381 DOI: 10.1039/d0ay01779e] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
We have previously established a cost-efficient in-house system for single-molecule droplet polymerase chain reaction (PCR) using a polydimethylsiloxane microfluidic cartridge and common laboratory equipment. However, the microfluidic cartridge was only capable of generating monodisperse water-in-oil droplets. Therefore, careful and time-consuming manual droplet handling using a micropipette was required to transfer droplets between the three discrete steps involved in the workflow of droplet PCR-i.e., (1) droplet generation; (2) PCR amplification; and (3) determination of the fluorescence intensity of the thermocycled droplets. In the current study, we developed a new microfluidic cartridge consisting of four layers, with a thin glass slide as the bottom layer. In this cartridge, droplets generated in the uppermost polydimethylsiloxane microfluidic layer are delivered to the glass slide in an online fashion. After the accumulation of many droplets on the glass slide, the cartridge is placed on the flatbed heat block of a thermocycler for PCR amplification. Direct fluorescence imaging of the thermocycled droplets on the glass slide is then carried out using a conventional fluorescence microscope. Efficient heat transfer from the heat block to the settled droplets through the thin glass slide was confirmed by successful PCR amplification inside the droplets, even from single template molecules. The new cartridge eliminates the need for manual droplet transfer between the major steps of droplet PCR analysis, allowing more convenient single-molecule droplet PCR than in our previous studies.
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Affiliation(s)
- Hirokazu Takahara
- Department of Chemical Engineering and Materials Science, Faculty of Science and Engineering, Doshisha University, 1-3 Tataramiyakodani, Kyotanabe, Kyoto 610-0321, Japan.
| | - Hiroo Matsushita
- Department of Chemical Engineering and Materials Science, Faculty of Science and Engineering, Doshisha University, 1-3 Tataramiyakodani, Kyotanabe, Kyoto 610-0321, Japan.
| | - Erika Inui
- Department of Chemical Engineering and Materials Science, Faculty of Science and Engineering, Doshisha University, 1-3 Tataramiyakodani, Kyotanabe, Kyoto 610-0321, Japan.
| | - Masashi Ochiai
- Department of Chemical Engineering and Materials Science, Faculty of Science and Engineering, Doshisha University, 1-3 Tataramiyakodani, Kyotanabe, Kyoto 610-0321, Japan.
| | - Masahiko Hashimoto
- Department of Chemical Engineering and Materials Science, Faculty of Science and Engineering, Doshisha University, 1-3 Tataramiyakodani, Kyotanabe, Kyoto 610-0321, Japan.
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32
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Starks ER, Swanson L, Docking TR, Bosdet I, Munro S, Moore RA, Karsan A. Assessing Limit of Detection in Clinical Sequencing. J Mol Diagn 2021; 23:455-466. [PMID: 33486075 DOI: 10.1016/j.jmoldx.2020.12.010] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2019] [Revised: 12/05/2020] [Accepted: 12/30/2020] [Indexed: 10/22/2022] Open
Abstract
Clinical reporting of solid tumor sequencing requires reliable assessment of the accuracy and reproducibility of each assay. Somatic mutation variant allele fractions may be below 10% in many samples due to sample heterogeneity, tumor clonality, and/or sample degradation in fixatives such as formalin. The toolkits available to the clinical sequencing community for correlating assay design parameters with assay sensitivity remain limited, and large-scale empirical assessments are often relied upon due to the lack of clear theoretical grounding. To address this uncertainty, a theoretical model was developed for predicting the expected variant calling sensitivity for a given library complexity and sequencing depth. Binomial models were found to be appropriate when assay sensitivity was only limited by library complexity or sequencing depth, but functional scaling for library complexity was necessary when both library complexity and sequencing depth were co-limiting. This model was empirically validated with sequencing experiments by using a series of DNA input amounts and sequencing depths. Based on these findings, a workflow is proposed for determining the limiting factors to sensitivity in different assay designs, and the formulas for these scenarios are presented. The approach described here provides designers of clinical assays with the methods to theoretically predict assay design outcomes a priori, potentially reducing burden in clinical tumor assay design and validation efforts.
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Affiliation(s)
- Elizabeth R Starks
- Canada's Michael Smith Genome Sciences Centre, BC Cancer, Vancouver, British Columbia, Canada.
| | - Lucas Swanson
- Canada's Michael Smith Genome Sciences Centre, BC Cancer, Vancouver, British Columbia, Canada
| | - T Roderick Docking
- Canada's Michael Smith Genome Sciences Centre, BC Cancer, Vancouver, British Columbia, Canada
| | - Ian Bosdet
- Department of Pathology & Laboratory Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Sarah Munro
- Canada's Michael Smith Genome Sciences Centre, BC Cancer, Vancouver, British Columbia, Canada
| | - Richard A Moore
- Canada's Michael Smith Genome Sciences Centre, BC Cancer, Vancouver, British Columbia, Canada
| | - Aly Karsan
- Canada's Michael Smith Genome Sciences Centre, BC Cancer, Vancouver, British Columbia, Canada; Department of Pathology & Laboratory Medicine, University of British Columbia, Vancouver, British Columbia, Canada.
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33
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Dudley JC, Diehn M. Detection and Diagnostic Utilization of Cellular and Cell-Free Tumor DNA. ANNUAL REVIEW OF PATHOLOGY-MECHANISMS OF DISEASE 2020; 16:199-222. [PMID: 33228464 DOI: 10.1146/annurev-pathmechdis-012419-032604] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Because cancer is caused by an accumulation of genetic mutations, mutant DNA released by tumors can be used as a highly specific biomarker for cancer. Although this principle was described decades ago, the advent and falling costs of next-generation sequencing have made the use of tumor DNA as a biomarker increasingly practical. This review surveys the use of cellular and cell-free DNA for the detection of cancer, with a focus on recent technological developments and applications to solid tumors. It covers (a) key principles and technology enabling the highly sensitive detection of tumor DNA; (b) assessment of tumor DNA in plasma, including for genotyping, minimal residual disease detection, and early detection of localized cancer; (c) detection of tumor DNA in body cavity fluids, such as urine or cerebrospinal fluid; and (d) challenges posed to the use of tumor DNA as a biomarker by the phenomenon of benign clonal expansions.
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Affiliation(s)
- Jonathan C Dudley
- Ludwig Center, Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland 21287, USA
| | - Maximilian Diehn
- Department of Radiation Oncology, Stanford Cancer Institute, and Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California 94305, USA;
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Zhang H, Guzman AR, Wippold JA, Li Y, Dai J, Huang C, Han A. An ultra high-efficiency droplet microfluidics platform using automatically synchronized droplet pairing and merging. LAB ON A CHIP 2020; 20:3948-3959. [PMID: 32935710 DOI: 10.1039/d0lc00757a] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
Droplet microfluidics systems hold great promise in their ability to conduct high-throughput assays for a broad range of life science applications. Despite their promise in the field and capability to conduct complex liquid handling steps, currently, most droplet microfluidic systems used for real assays utilize only a few droplet manipulation steps connected in series, and are often not integrated together on a single chip or platform. This is due to the fact that linking multiple sequential droplet functions within a single chip to operate at high efficiency over long periods of time remains technically challenging. Considering sequential manipulation is often required to conduct high-throughput screening assays on large cellular and molecular libraries, advancements in sequential operation and integration are required to advance the field. This current limitation greatly reduces the type of assays that can be realized in a high-throughput droplet format and becomes more prevalent in large library screening applications. Here we present an integrated multi-layer droplet microfluidic platform that can handle large numbers of droplets with high efficiency and minimum error. The platform combines two-photon photolithography-fabricated curved microstructures that allow high-efficiency (99.9%) re-flow of droplets and a unique droplet cleaving that automatically synchronizes paired droplets enabling high-efficiency (99.9%) downstream merging. We demonstrate that this method is applicable to a broad range of droplet sizes, including relatively large droplet sizes (hundreds of micrometers in diameter) that are typically more difficult to manipulate with high efficiency, yet are required in many cell assay applications requiring large organisms or multiple incubation steps. The utility of this highly efficient integrated droplet microfluidic platform was demonstrated by conducting a mock antibiotic screening assay against a bacterial pathogen. The approach and system presented here provides new avenues for the realization of ultra-high-efficiency multi-step droplet microfluidic systems with minimal error.
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Affiliation(s)
- Han Zhang
- Department of Electrical and Computer Engineering, Texas A&M University, College Station, Texas 77843, USA.
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35
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Sattari A, Hanafizadeh P, Hoorfar M. Multiphase flow in microfluidics: From droplets and bubbles to the encapsulated structures. Adv Colloid Interface Sci 2020; 282:102208. [PMID: 32721624 DOI: 10.1016/j.cis.2020.102208] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2020] [Revised: 05/19/2020] [Accepted: 07/04/2020] [Indexed: 12/14/2022]
Abstract
Microfluidic technologies have a unique ability to control more precisely and effectively on two-phase flow systems in comparison with macro systems. Controlling the size of the droplets and bubbles has led to an ever-increasing expansion of this technology in two-phase systems. Liquid-liquid and gas-liquid two-phase flows because of their numerous applications in different branches such as reactions, synthesis, emulsions, cosmetic, food, drug delivery, etc. have been the most critical two-phase flows in microfluidic systems. This review highlights recent progress in two-phase flows in microfluidic devices. The fundamentals of two-phase flows, including some essential dimensionless numbers, governing equations, and some most well-known numerical methods are firstly introduced, followed by a review of standard methods for producing segmented flows such as emulsions in microfluidic systems. Then various encapsulated structures, a common two-phase flow structure in microfluidic devices, and different methods of their production are reviewed. Finally, applications of two-phase microfluidic flows in drug-delivery, biotechnology, mixing, and microreactors are briefly discussed.
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36
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Yun J, Zheng X, Xu P, Zheng X, Xu J, Cao C, Fu Y, Xu B, Dai X, Wang Y, Liu H, Yi Q, Zhu Y, Wang J, Wang L, Dong Z, Huang L, Huang Y, Du W. Interfacial Nanoinjection-Based Nanoliter Single-Cell Analysis. SMALL (WEINHEIM AN DER BERGSTRASSE, GERMANY) 2020; 16:e1903739. [PMID: 31565845 DOI: 10.1002/smll.201903739] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/14/2019] [Revised: 09/08/2019] [Indexed: 06/10/2023]
Abstract
Single-cell analysis offers unprecedented resolution for the investigation of cellular heterogeneity and the capture of rare cells from large populations. Here, described is a simple method named interfacial nanoinjection (INJ), which can miniaturize various single-cell assays to be performed in nanoliter water-in-oil droplets on standard microwell plates. The INJ droplet handler can adjust droplet volumes for multistep reactions on demand with high precision and excellent monodispersity, and consequently enables a wide range of single-cell assays. Importantly, INJ can be coupled with fluorescence-activated cell sorting (FACS), which is currently the most effective and accurate single-cell sorting and isolation method. FACS-INJ pipelines for high-throughput plate well-based single-cell analyses, including single-cell proliferation, drug-resistance testing, polymerase chain reaction (PCR), reverse-transcription PCR, and whole-genome sequencing are introduced. This FACS-INJ pipeline is compatible with a wide range of samples and can be extended to various single-cell analysis applications in microbiology, cell biology, and biomedical diagnostics.
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Affiliation(s)
- Juanli Yun
- State Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences, Beijing, 100101, China
| | - Xiaowei Zheng
- State Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences, Beijing, 100101, China
| | - Peng Xu
- State Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences, Beijing, 100101, China
| | - Xu Zheng
- State Key Laboratory of Nonlinear Mechanics, Institute of Mechanics, Chinese Academy of Sciences, Beijing, 100190, China
| | - Jingyue Xu
- State Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences, Beijing, 100101, China
- College of Life Sciences, University of the Chinese Academy of Sciences, Beijing, 100049, China
| | - Chen Cao
- Biomedical Pioneering Innovation Center (BIOPIC), Beijing Advanced Innovation Center for Genomics (ICG), College of Engineering, School of Life Sciences, Peking-Tsinghua Center for Life Sciences, Peking University, Beijing, 100871, China
| | - Yusi Fu
- Biomedical Pioneering Innovation Center (BIOPIC), Beijing Advanced Innovation Center for Genomics (ICG), College of Engineering, School of Life Sciences, Peking-Tsinghua Center for Life Sciences, Peking University, Beijing, 100871, China
| | - Bingxue Xu
- State Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences, Beijing, 100101, China
- College of Life Sciences, University of the Chinese Academy of Sciences, Beijing, 100049, China
| | - Xin Dai
- State Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences, Beijing, 100101, China
| | - Yi Wang
- State Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences, Beijing, 100101, China
| | - Hongtao Liu
- State Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences, Beijing, 100101, China
- College of Life Sciences, University of the Chinese Academy of Sciences, Beijing, 100049, China
| | - Qiaolian Yi
- State Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences, Beijing, 100101, China
- College of Life Sciences, University of the Chinese Academy of Sciences, Beijing, 100049, China
| | - Yaxin Zhu
- State Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences, Beijing, 100101, China
| | - Jian Wang
- State Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences, Beijing, 100101, China
| | - Li Wang
- State Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences, Beijing, 100101, China
| | - Zhiyang Dong
- State Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences, Beijing, 100101, China
- College of Life Sciences, University of the Chinese Academy of Sciences, Beijing, 100049, China
| | - Li Huang
- State Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences, Beijing, 100101, China
- College of Life Sciences, University of the Chinese Academy of Sciences, Beijing, 100049, China
| | - Yanyi Huang
- Biomedical Pioneering Innovation Center (BIOPIC), Beijing Advanced Innovation Center for Genomics (ICG), College of Engineering, School of Life Sciences, Peking-Tsinghua Center for Life Sciences, Peking University, Beijing, 100871, China
| | - Wenbin Du
- State Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences, Beijing, 100101, China
- College of Life Sciences, University of the Chinese Academy of Sciences, Beijing, 100049, China
- Savaid Medical School, University of the Chinese Academy of Sciences, Beijing, 100049, China
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Yu W, Lin H, Wang Y, He X, Chen N, Sun K, Lo D, Cheng B, Yeung C, Tan J, Di Carlo D, Emaminejad S. A ferrobotic system for automated microfluidic logistics. Sci Robot 2020; 5:5/39/eaba4411. [DOI: 10.1126/scirobotics.aba4411] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2019] [Accepted: 02/05/2020] [Indexed: 01/14/2023]
Abstract
Automated technologies that can perform massively parallelized and sequential fluidic operations at small length scales can resolve major bottlenecks encountered in various fields, including medical diagnostics, -omics, drug development, and chemical/material synthesis. Inspired by the transformational impact of automated guided vehicle systems on manufacturing, warehousing, and distribution industries, we devised a ferrobotic system that uses a network of individually addressable robots, each performing designated micro-/nanofluid manipulation-based tasks in cooperation with other robots toward a shared objective. The underlying robotic mechanism facilitating fluidic operations was realized by addressable electromagnetic actuation of miniature mobile magnets that exert localized magnetic body forces on aqueous droplets filled with biocompatible magnetic nanoparticles. The contactless and high-strength nature of the actuation mechanism inherently renders it rapid (~10 centimeters/second), repeatable (>10,000 cycles), and robust (>24 hours). The robustness and individual addressability of ferrobots provide a foundation for the deployment of a network of ferrobots to carry out cross-collaborative logistics efficiently. These traits, together with the reconfigurability of the system, were exploited to devise and integrate passive/active advanced functional components (e.g., droplet dispensing, generation, filtering, and merging), enabling versatile system-level functionalities. By applying this ferrobotic system within the framework of a microfluidic architecture, the ferrobots were tasked to work cross-collaboratively toward the quantification of active matrix metallopeptidases (a biomarker for cancer malignancy and inflammation) in human plasma, where various functionalities converged to achieve a fully automated assay.
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Liu L, Xu H, Xiu H, Xiang N, Ni Z. Microfluidic on-demand engineering of longitudinal dynamic self-assembly of particles. Analyst 2020; 145:5128-5133. [DOI: 10.1039/d0an00653j] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
A viscoelasticity-induced self-assembling microfluidic system is proposed to increase the manoeuvrability and orderliness of longitudinal dynamic self-assembly of particles, achieving control of interparticle spacing's and particle frequency.
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Affiliation(s)
- Linbo Liu
- School of Mechanical Engineering
- and Jiangsu Key Laboratory for Design and Manufacture of Micro-Nano Biomedical Instruments
- Southeast University
- Nanjing 211189
- China
| | - Haoyan Xu
- College of Control Science and Engineering
- Zhejiang University
- Hangzhou 310027
- China
- John A. Paulson School of Engineering and Applied Sciences
| | - Haibo Xiu
- College of Computer Science and Engineering
- Zhejiang University
- Hangzhou 310027
- China
| | - Nan Xiang
- School of Mechanical Engineering
- and Jiangsu Key Laboratory for Design and Manufacture of Micro-Nano Biomedical Instruments
- Southeast University
- Nanjing 211189
- China
| | - Zhonghua Ni
- School of Mechanical Engineering
- and Jiangsu Key Laboratory for Design and Manufacture of Micro-Nano Biomedical Instruments
- Southeast University
- Nanjing 211189
- China
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39
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Lee J, Lim H, Jang H, Hwang B, Lee JH, Cho J, Lee JH, Bang D. CRISPR-Cap: multiplexed double-stranded DNA enrichment based on the CRISPR system. Nucleic Acids Res 2019; 47:e1. [PMID: 30215766 PMCID: PMC6326800 DOI: 10.1093/nar/gky820] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2018] [Accepted: 09/04/2018] [Indexed: 12/26/2022] Open
Abstract
Existing methods to enrich target regions of genomic DNA based on PCR, hybridization capture, or molecular inversion probes have various drawbacks, including long experiment times and low throughput and/or enrichment quality. We developed CRISPR-Cap, a simple and scalable CRISPR-based method to enrich target regions of dsDNA, requiring only two short experimental procedures that can be completed within two hours. We used CRISPR-Cap to enrich 10 target genes 355.7-fold on average from Escherichia coli genomic DNA with a maximum on-target ratio of 81% and high enrichment uniformity. We also used CRISPR-Cap to measure gene copy numbers and detect rare alleles with frequencies as low as 1%. Finally, we enriched coding sequence regions of 20 genes from the human genome. We envision that CRISPR-Cap can be used as an alternative to other widely used target-enrichment methods, which will broaden the scope of CRISPR applications to the field of target enrichment field.
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Affiliation(s)
- Jeewon Lee
- Department of Chemistry, Yonsei University, Seoul 03722, Republic of Korea
| | - Hyeonseob Lim
- Department of Chemistry, Yonsei University, Seoul 03722, Republic of Korea
| | - Hoon Jang
- Department of Chemistry, Yonsei University, Seoul 03722, Republic of Korea
| | - Byungjin Hwang
- Department of Chemistry, Yonsei University, Seoul 03722, Republic of Korea
| | - Joon Ho Lee
- Department of Chemistry, Yonsei University, Seoul 03722, Republic of Korea
| | - Junhyuk Cho
- Department of Chemistry, Yonsei University, Seoul 03722, Republic of Korea
| | - Ji Hyun Lee
- Department of Clinical Pharmacology and Therapeutics, College of Medicine, Kyung Hee University, Seoul 02447, Republic of Korea.,Department of Biomedical Science and Technology, Kyung Hee Medical Science Research Institute, Kyung Hee University, Seoul 02447, Republic of Korea
| | - Duhee Bang
- Department of Chemistry, Yonsei University, Seoul 03722, Republic of Korea
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40
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Abstract
Single-cell analysis serves as an important approach to study cell functions and interactions. Catering to the demand of Big Data Era, fast reactions for single cells and paralleled high-throughput analysis have become an urgent need. Microdroplet in microfluidics has advantages of modularity and integrity, as well as high throughput and sensitivity, which present great potential in the field of single-cell analysis. This review is carried out on three aspects to introduce microdroplet chips for single-cell analysis: droplet formation, droplet detection and practical functions. Structures of droplet formation are categorized into three types, including T-shaped channel, flow-involved channel and three-dimensional micro-vortice. The detection methods, including fluorescence, Raman spectroscopy, mass spectroscopy and electrochemical detection, are summarized from applications. Both pros and cons for existing techniques are reviewed and discussed. The functions of microdroplets-on-chip cover cell culture, nucleic acid test and cell identification. For each field, principles/mechanisms and/or schematic images are laconically introduced. Microdroplet in microfluidics has become a major research direction in single-cell analysis. With updated methods of droplet formation such as inertial ordering and micro-vortice, microdroplets-based biochips will expect high throughput detection and high-accuracy trace detection for clinical diagnosis in the near future.
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Affiliation(s)
- Aihui Wang
- 1 Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China.,2 State Key Laboratory of Oncogenes and Related Genes, Institute for Personalized Medicine, School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, China.,3 School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Aynur Abdulla
- 1 Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China.,2 State Key Laboratory of Oncogenes and Related Genes, Institute for Personalized Medicine, School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, China
| | - Xianting Ding
- 1 Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China.,2 State Key Laboratory of Oncogenes and Related Genes, Institute for Personalized Medicine, School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, China
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41
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Parker JDK, Yap SQ, Starks E, Slind J, Swanson L, Docking TR, Fuller M, Zhou C, Walker B, Filipenko D, Xiong W, Karimuddin AA, Phang PT, Raval M, Brown CJ, Karsan A. Fixation Effects on Variant Calling in a Clinical Resequencing Panel. J Mol Diagn 2019; 21:705-717. [PMID: 31055024 DOI: 10.1016/j.jmoldx.2019.03.005] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2018] [Revised: 03/15/2019] [Accepted: 03/20/2019] [Indexed: 11/16/2022] Open
Abstract
Formalin fixation is the standard method for the preservation of tissue for diagnostic purposes, including pathologic review and molecular assays. However, this method is known to cause artifacts that can affect the accuracy of molecular genetic test results. We assessed the applicability of alternative fixatives to determine whether these perform significantly better on next-generation sequencing assays, and whether adequate morphology is retained for primary diagnosis, in a prospective study using a clinical-grade, laboratory-developed targeted resequencing assay. Several parameters relating to sequencing quality and variant calling were examined and quantified in tumor and normal colon epithelial tissues. We identified an alternative fixative that suppresses many formalin-related artifacts while retaining adequate morphology for pathologic review.
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Affiliation(s)
- Jeremy D K Parker
- Michael Smith Genome Sciences Centre, BC Cancer Agency, Vancouver, British Columbia, Canada
| | - Shyong Quin Yap
- Michael Smith Genome Sciences Centre, BC Cancer Agency, Vancouver, British Columbia, Canada
| | - Elizabeth Starks
- Michael Smith Genome Sciences Centre, BC Cancer Agency, Vancouver, British Columbia, Canada
| | - Jillian Slind
- Michael Smith Genome Sciences Centre, BC Cancer Agency, Vancouver, British Columbia, Canada
| | - Lucas Swanson
- Michael Smith Genome Sciences Centre, BC Cancer Agency, Vancouver, British Columbia, Canada
| | - T Roderick Docking
- Michael Smith Genome Sciences Centre, BC Cancer Agency, Vancouver, British Columbia, Canada
| | - Megan Fuller
- Michael Smith Genome Sciences Centre, BC Cancer Agency, Vancouver, British Columbia, Canada
| | - Chen Zhou
- Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Blair Walker
- Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, British Columbia, Canada; St. Paul's Hospital, Vancouver, British Columbia, Canada
| | - Douglas Filipenko
- Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, British Columbia, Canada; St. Paul's Hospital, Vancouver, British Columbia, Canada
| | - Wei Xiong
- Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, British Columbia, Canada; St. Paul's Hospital, Vancouver, British Columbia, Canada
| | - Ahmer A Karimuddin
- Department of Surgery, University of British Columbia, Vancouver, British Columbia, Canada; St. Paul's Hospital, Vancouver, British Columbia, Canada
| | - P Terry Phang
- Department of Surgery, University of British Columbia, Vancouver, British Columbia, Canada; St. Paul's Hospital, Vancouver, British Columbia, Canada
| | - Manoj Raval
- Department of Surgery, University of British Columbia, Vancouver, British Columbia, Canada; St. Paul's Hospital, Vancouver, British Columbia, Canada
| | - Carl J Brown
- Department of Surgery, University of British Columbia, Vancouver, British Columbia, Canada; St. Paul's Hospital, Vancouver, British Columbia, Canada
| | - Aly Karsan
- Michael Smith Genome Sciences Centre, BC Cancer Agency, Vancouver, British Columbia, Canada; Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, British Columbia, Canada.
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42
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Qiu C, Kaplan CD. Functional assays for transcription mechanisms in high-throughput. Methods 2019; 159-160:115-123. [PMID: 30797033 PMCID: PMC6589137 DOI: 10.1016/j.ymeth.2019.02.017] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2019] [Accepted: 02/18/2019] [Indexed: 01/12/2023] Open
Abstract
Dramatic increases in the scale of programmed synthesis of nucleic acid libraries coupled with deep sequencing have powered advances in understanding nucleic acid and protein biology. Biological systems centering on nucleic acids or encoded proteins greatly benefit from such high-throughput studies, given that large DNA variant pools can be synthesized and DNA, or RNA products of transcription, can be easily analyzed by deep sequencing. Here we review the scope of various high-throughput functional assays for studies of nucleic acids and proteins in general, followed by discussion of how these types of study have yielded insights into the RNA Polymerase II (Pol II) active site as an example. We discuss methodological considerations in the design and execution of these experiments that should be valuable to studies in any system.
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Affiliation(s)
- Chenxi Qiu
- Department of Medicine, Division of Translational Therapeutics, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA 02215, USA; Cancer Research Institute, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA 02215, USA; Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA.
| | - Craig D Kaplan
- Department of Biological Sciences, University of Pittsburgh, Pittsburgh, PA 15260, USA.
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43
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A novel emulsion PCR method coupled with fluorescence spectrophotometry for simultaneous qualitative, quantitative and high-throughput detection of multiple DNA targets. Sci Rep 2019; 9:184. [PMID: 30655629 PMCID: PMC6336815 DOI: 10.1038/s41598-018-36981-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2018] [Accepted: 11/30/2018] [Indexed: 11/08/2022] Open
Abstract
We constructed and validated a novel emulsion PCR method combined with fluorescence spectrophotometry (EPFS) for simultaneous qualitative, quantitative and high-throughput detection of multiple DNA targets. In a single reaction set, each pair of primers was labeled with a specific fluorophore. Through emulsion PCR, a target DNA was amplified in droplets that functioned as micro-reactors. After product purification, different fluorescent-labeled DNA products were qualitatively analyzed by the fluorescent intensity determination. The sensitivity and specificity of the system was examined using four kinds of genetically modified (GM) maize. The qualitative results revealed high specificity and sensitivity of 0.5% (w/w). In addition, the quantitative results revealed that the absolute limit of detection was 103 copies, showing good repeatability. Moreover, the reproducibility assays were further performed using four foodborne pathogenic bacteria to further evaluate the applicability of the system. Consequently, the same qualitative, quantitative and high-throughput results were confirmed with the four GM maize. To sum up, the new EPFS system is the first analytical technology of this kind that enables simultaneous qualitative, quantitative and high-throughput analysis of multiple genes.
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44
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Khan M, Fadaie Z, Cornelis SS, Cremers FPM, Roosing S. Identification and Analysis of Genes Associated with Inherited Retinal Diseases. Methods Mol Biol 2019; 1834:3-27. [PMID: 30324433 DOI: 10.1007/978-1-4939-8669-9_1] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Inherited retinal diseases (IRDs) display a very high degree of clinical and genetic heterogeneity, which poses challenges in finding the underlying defects in known IRD-associated genes and in identifying novel IRD-associated genes. Knowledge on the molecular and clinical aspects of IRDs has increased tremendously in the last decade. Here, we outline the state-of-the-art techniques to find the causative genetic variants, with special attention for next-generation sequencing which can combine molecular diagnostics and retinal disease gene identification. An important aspect is the functional assessment of rare variants with RNA and protein effects which can only be predicted in silico. We therefore describe the in vitro assessment of putative splice defects in human embryonic kidney cells. In addition, we outline the use of stem cell technology to generate photoreceptor precursor cells from patients' somatic cells which can subsequently be used for RNA and protein studies. Finally, we outline the in silico methods to interpret the causality of variants associated with inherited retinal disease and the registry of these variants.
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Affiliation(s)
- Mubeen Khan
- Department of Human Genetics, Donders Institute for Brain Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Zeinab Fadaie
- Department of Human Genetics, Donders Institute for Brain Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Stéphanie S Cornelis
- Department of Human Genetics, Donders Institute for Brain Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Frans P M Cremers
- Department of Human Genetics, Donders Institute for Brain Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Susanne Roosing
- Department of Human Genetics, Donders Institute for Brain Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands.
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45
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Verrez-Bagnis V, Sotelo CG, Mendes R, Silva H, Kappel K, Schröder U. Methods for Seafood Authenticity Testing in Europe. BIOACTIVE MOLECULES IN FOOD 2019. [DOI: 10.1007/978-3-319-78030-6_69] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
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46
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Pel J, Leung A, Choi WWY, Despotovic M, Ung WL, Shibahara G, Gelinas L, Marziali A. Rapid and highly-specific generation of targeted DNA sequencing libraries enabled by linking capture probes with universal primers. PLoS One 2018; 13:e0208283. [PMID: 30517195 PMCID: PMC6281261 DOI: 10.1371/journal.pone.0208283] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2018] [Accepted: 11/14/2018] [Indexed: 11/18/2022] Open
Abstract
Targeted Next Generation Sequencing (NGS) is being adopted increasingly broadly in many research, commercial and clinical settings. Currently used target capture methods, however, typically require complex and lengthy (sometimes multi-day) workflows that complicates their use in certain applications. In addition, small panels for high sequencing depth applications such as liquid biopsy typically have low on-target rates, resulting in unnecessarily high sequencing cost. We have developed a novel targeted sequencing library preparation method, named Linked Target Capture (LTC), which replaces typical multi-day target capture workflows with a single-day, combined ‘target-capture-PCR’ workflow. This approach uses physically linked capture probes and PCR primers and is expected to work with panel sizes from 100 bp to >10 Mbp. It reduces the time and complexity of the capture workflow, eliminates long hybridization and wash steps and enables rapid library construction and target capture. High on-target read fractions are achievable due to repeated sequence selection in the target-capture-PCR step, thus lowering sequencing cost. We have demonstrated this technology on sample types including cell-free DNA (cfDNA) and formalin-fixed, paraffin-embedded (FFPE) derived DNA, capturing a 35-gene pan-cancer panel, and therein detecting single nucleotide variants, copy number variants, insertions, deletions and gene fusions. With the integration of unique molecular identifiers (UMIs), variants as low as 0.25% abundance were detected, limited by input mass and sequencing depth. Additionally, sequencing libraries were prepared in less than eight hours from extracted DNA to loaded sequencer, demonstrating that LTC holds promise as a broadly applicable tool for rapid, cost-effective and high performance targeted sequencing.
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Affiliation(s)
- Joel Pel
- Boreal Genomics Inc, Vancouver, British Columbia, Canada
| | - Amy Leung
- Boreal Genomics Inc, Vancouver, British Columbia, Canada
| | | | | | - W. Lloyd Ung
- Boreal Genomics Inc, Vancouver, British Columbia, Canada
| | | | - Laura Gelinas
- Boreal Genomics Inc, Vancouver, British Columbia, Canada
| | - Andre Marziali
- Boreal Genomics Inc, Vancouver, British Columbia, Canada
- University of British Columbia, Department of Physics and Astronomy, Vancouver, British Columbia, Canada
- * E-mail:
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47
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Lv J, Jiao W, Guo H, Liu P, Wang R, Zhang L, Zeng Q, Hu X, Bao Z, Wang S. HD-Marker: a highly multiplexed and flexible approach for targeted genotyping of more than 10,000 genes in a single-tube assay. Genome Res 2018; 28:1919-1930. [PMID: 30409770 PMCID: PMC6280760 DOI: 10.1101/gr.235820.118] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2018] [Accepted: 10/25/2018] [Indexed: 01/03/2023]
Abstract
Targeted genotyping of transcriptome-scale genetic markers is highly attractive for genetic, ecological, and evolutionary studies, but achieving this goal in a cost-effective manner remains a major challenge, especially for laboratories working on nonmodel organisms. Here, we develop a high-throughput, sequencing-based GoldenGate approach (called HD-Marker), which addresses the array-related issues of original GoldenGate methodology and allows for highly multiplexed and flexible targeted genotyping of more than 12,000 loci in a single-tube assay (in contrast to fewer than 3100 in the original GoldenGate assay). We perform extensive analyses to demonstrate the power and performance of HD-Marker on various multiplex levels (296, 795, 1293, and 12,472 genic SNPs) across two sequencing platforms in two nonmodel species (the scallops Chlamys farreri and Patinopecten yessoensis), with extremely high capture rate (98%-99%) and genotyping accuracy (97%-99%). We also demonstrate the potential of HD-Marker for high-throughput targeted genotyping of alternative marker types (e.g., microsatellites and indels). With its remarkable cost-effectiveness (as low as $0.002 per genotype) and high flexibility in choice of multiplex levels and marker types, HD-Marker provides a highly attractive tool over array-based platforms for fulfilling genome/transcriptome-wide targeted genotyping applications, especially in nonmodel organisms.
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Affiliation(s)
- Jia Lv
- MOE Key Laboratory of Marine Genetics and Breeding, College of Marine Life Sciences, Ocean University of China, Qingdao 266003, China.,Laboratory for Marine Biology and Biotechnology, Qingdao National Laboratory for Marine Science and Technology, Qingdao 266237, China
| | - Wenqian Jiao
- MOE Key Laboratory of Marine Genetics and Breeding, College of Marine Life Sciences, Ocean University of China, Qingdao 266003, China
| | - Haobing Guo
- MOE Key Laboratory of Marine Genetics and Breeding, College of Marine Life Sciences, Ocean University of China, Qingdao 266003, China
| | - Pingping Liu
- MOE Key Laboratory of Marine Genetics and Breeding, College of Marine Life Sciences, Ocean University of China, Qingdao 266003, China
| | - Ruijia Wang
- MOE Key Laboratory of Marine Genetics and Breeding, College of Marine Life Sciences, Ocean University of China, Qingdao 266003, China
| | - Lingling Zhang
- MOE Key Laboratory of Marine Genetics and Breeding, College of Marine Life Sciences, Ocean University of China, Qingdao 266003, China.,Laboratory for Marine Biology and Biotechnology, Qingdao National Laboratory for Marine Science and Technology, Qingdao 266237, China
| | - Qifan Zeng
- MOE Key Laboratory of Marine Genetics and Breeding, College of Marine Life Sciences, Ocean University of China, Qingdao 266003, China.,Laboratory for Marine Biology and Biotechnology, Qingdao National Laboratory for Marine Science and Technology, Qingdao 266237, China
| | - Xiaoli Hu
- MOE Key Laboratory of Marine Genetics and Breeding, College of Marine Life Sciences, Ocean University of China, Qingdao 266003, China.,Laboratory for Marine Fisheries Science and Food Production Processes, Qingdao National Laboratory for Marine Science and Technology, Qingdao 266237, China
| | - Zhenmin Bao
- MOE Key Laboratory of Marine Genetics and Breeding, College of Marine Life Sciences, Ocean University of China, Qingdao 266003, China.,Laboratory for Marine Fisheries Science and Food Production Processes, Qingdao National Laboratory for Marine Science and Technology, Qingdao 266237, China
| | - Shi Wang
- MOE Key Laboratory of Marine Genetics and Breeding, College of Marine Life Sciences, Ocean University of China, Qingdao 266003, China.,Laboratory for Marine Biology and Biotechnology, Qingdao National Laboratory for Marine Science and Technology, Qingdao 266237, China
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48
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Jang MB, Moon T, Choi JH, Chung SH, Ha JW, Lim JM, Lee SK, Yang SM, Youm KH, Shin K, Yi GR. On-demand Microfluidic Manipulation of Thermally Stable Water-in-Perfluorocarbon Emulsions. Macromol Res 2018. [DOI: 10.1007/s13233-018-6144-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
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49
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Pel J, Choi WWY, Leung A, Shibahara G, Gelinas L, Despotovic M, Ung WL, Marziali A. Duplex Proximity Sequencing (Pro-Seq): A method to improve DNA sequencing accuracy without the cost of molecular barcoding redundancy. PLoS One 2018; 13:e0204265. [PMID: 30278055 PMCID: PMC6168144 DOI: 10.1371/journal.pone.0204265] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2018] [Accepted: 09/04/2018] [Indexed: 01/15/2023] Open
Abstract
A challenge in the clinical adoption of cell-free DNA (cfDNA) liquid biopsies for cancer care is their high cost compared to potential reimbursement. The most common approach used in liquid biopsies to achieve high specificity detection of circulating tumor DNA (ctDNA) among a large background of normal cfDNA is to attach molecular barcodes to each DNA template, amplify it, and then sequence it many times to reach a low-error consensus. In applications where the highest possible specificity is required, error rate can be lowered further by independently detecting the sequences of both strands of the starting cfDNA. While effective in error reduction, the additional sequencing redundancy required by such barcoding methods can increase the cost of sequencing up to 100-fold over standard next-generation sequencing (NGS) of equivalent depth. We present a novel library construction and analysis method for NGS that achieves comparable performance to the best barcoding methods, but without the increase in sequencing and subsequent sequencing cost. Named Proximity-Sequencing (Pro-Seq), the method merges multiple copies of each template into a single sequencing read by physically linking the molecular copies so they seed a single sequencing cluster. Since multiple DNA copies of the same template are compared for consensus within the same cluster, sequencing accuracy is improved without the use of redundant reads. Additionally, it is possible to represent both senses of the starting duplex in a single cluster. The resulting workflow is simple, and can be completed by a single technician in a work day with minimal hands on time. Using both cfDNA and cell line DNA, we report the average per-mutation detection threshold and per-base analytical specificity to be 0.003% and >99.9997% respectively, demonstrating that Pro-Seq is among the highest performing liquid biopsy technologies in terms of both sensitivity and specificity, but with greatly reduced sequencing costs compared to existing methods of comparable accuracy.
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Affiliation(s)
- Joel Pel
- Boreal Genomics Inc., Vancouver, British Columbia, Canada
| | | | - Amy Leung
- Boreal Genomics Inc., Vancouver, British Columbia, Canada
| | | | - Laura Gelinas
- Boreal Genomics Inc., Vancouver, British Columbia, Canada
| | | | - W. Lloyd Ung
- Boreal Genomics Inc., Vancouver, British Columbia, Canada
| | - Andre Marziali
- Boreal Genomics Inc., Vancouver, British Columbia, Canada
- Department of Physics and Astronomy, University of British Columbia, Vancouver, British Columbia, Canada
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50
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Höijer I, Tsai Y, Clark TA, Kotturi P, Dahl N, Stattin E, Bondeson M, Feuk L, Gyllensten U, Ameur A. Detailed analysis of HTT repeat elements in human blood using targeted amplification-free long-read sequencing. Hum Mutat 2018; 39:1262-1272. [PMID: 29932473 PMCID: PMC6175010 DOI: 10.1002/humu.23580] [Citation(s) in RCA: 43] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2017] [Revised: 05/30/2018] [Accepted: 06/20/2018] [Indexed: 12/24/2022]
Abstract
Amplification of DNA is required as a mandatory step during library preparation in most targeted sequencing protocols. This can be a critical limitation when targeting regions that are highly repetitive or with extreme guanine-cytosine (GC) content, including repeat expansions associated with human disease. Here, we used an amplification-free protocol for targeted enrichment utilizing the CRISPR/Cas9 system (No-Amp Targeted sequencing) in combination with single molecule, real-time (SMRT) sequencing for studying repeat elements in the huntingtin (HTT) gene, where an expanded CAG repeat is causative for Huntington disease. We also developed a robust data analysis pipeline for repeat element analysis that is independent of alignment of reads to a reference genome. The method was applied to 11 diagnostic blood samples, and for all 22 alleles the resulting CAG repeat count agreed with previous results based on fragment analysis. The amplification-free protocol also allowed for studying somatic variability of repeat elements in our samples, without the interference of PCR stutter. In summary, with No-Amp Targeted sequencing in combination with our analysis pipeline, we could accurately study repeat elements that are difficult to investigate using PCR-based methods.
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Affiliation(s)
- Ida Höijer
- Science for Life LaboratoryDepartment of ImmunologyGenetics and PathologyUppsala UniversityUppsalaSweden
| | | | | | | | - Niklas Dahl
- Science for Life LaboratoryDepartment of ImmunologyGenetics and PathologyUppsala UniversityUppsalaSweden
| | - Eva‐Lena Stattin
- Science for Life LaboratoryDepartment of ImmunologyGenetics and PathologyUppsala UniversityUppsalaSweden
| | - Marie‐Louise Bondeson
- Science for Life LaboratoryDepartment of ImmunologyGenetics and PathologyUppsala UniversityUppsalaSweden
| | - Lars Feuk
- Science for Life LaboratoryDepartment of ImmunologyGenetics and PathologyUppsala UniversityUppsalaSweden
| | - Ulf Gyllensten
- Science for Life LaboratoryDepartment of ImmunologyGenetics and PathologyUppsala UniversityUppsalaSweden
| | - Adam Ameur
- Science for Life LaboratoryDepartment of ImmunologyGenetics and PathologyUppsala UniversityUppsalaSweden
- School of Public Health and Preventive MedicineMonash UniversityMelbourneVictoriaAustralia
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