101
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Zhang W, Li N, Koga D, Zhang Y, Zeng H, Nakajima H, Lin JM, Uchiyama K. Inkjet Printing Based Droplet Generation for Integrated Online Digital Polymerase Chain Reaction. Anal Chem 2018; 90:5329-5334. [DOI: 10.1021/acs.analchem.8b00463] [Citation(s) in RCA: 48] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Affiliation(s)
- Weifei Zhang
- Department of Applied Chemistry, Graduate School of Urban Environmental Sciences, Tokyo Metropolitan University, Minamiohsawa, Hachioji, Tokyo 192-0397, Japan
- Department of Chemistry, Beijing Key Laboratory of Microanalytical Methods and Instrumentation, MOE Key Laboratory of Bioorganic Phosphorus Chemistry & Chemical Biology, Tsinghua University, Beijing 100084, China
| | - Nan Li
- Department of Chemistry, Beijing Key Laboratory of Microanalytical Methods and Instrumentation, MOE Key Laboratory of Bioorganic Phosphorus Chemistry & Chemical Biology, Tsinghua University, Beijing 100084, China
| | - Daisuke Koga
- Department of Applied Chemistry, Graduate School of Urban Environmental Sciences, Tokyo Metropolitan University, Minamiohsawa, Hachioji, Tokyo 192-0397, Japan
| | - Yong Zhang
- Department of Applied Chemistry, Graduate School of Urban Environmental Sciences, Tokyo Metropolitan University, Minamiohsawa, Hachioji, Tokyo 192-0397, Japan
| | - Hulie Zeng
- Department of Applied Chemistry, Graduate School of Urban Environmental Sciences, Tokyo Metropolitan University, Minamiohsawa, Hachioji, Tokyo 192-0397, Japan
| | - Hizuru Nakajima
- Department of Applied Chemistry, Graduate School of Urban Environmental Sciences, Tokyo Metropolitan University, Minamiohsawa, Hachioji, Tokyo 192-0397, Japan
| | - Jin-Ming Lin
- Department of Chemistry, Beijing Key Laboratory of Microanalytical Methods and Instrumentation, MOE Key Laboratory of Bioorganic Phosphorus Chemistry & Chemical Biology, Tsinghua University, Beijing 100084, China
| | - Katsumi Uchiyama
- Department of Applied Chemistry, Graduate School of Urban Environmental Sciences, Tokyo Metropolitan University, Minamiohsawa, Hachioji, Tokyo 192-0397, Japan
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102
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Cellular dielectrophoresis coupled with single-cell analysis. Anal Bioanal Chem 2018; 410:2499-2515. [DOI: 10.1007/s00216-018-0896-y] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2017] [Revised: 01/11/2018] [Accepted: 01/17/2018] [Indexed: 01/09/2023]
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103
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LASHKARIPOUR ALI, MEHRIZI ALIABOUEI, GOHARIMANESH MASOUD, RASOULI MOHAMMADREZA, BAZAZ SAJADRAZAVI. SIZE-CONTROLLED DROPLET GENERATION IN A MICROFLUIDIC DEVICE FOR RARE DNA AMPLIFICATION BY OPTIMIZING ITS EFFECTIVE PARAMETERS. J MECH MED BIOL 2018. [DOI: 10.1142/s0219519418500021] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Versatility and portability of microfluidic devices play a dominant role in their widespread use by researchers. Droplet-based microfluidic devices have been extensively used due to their precise control over sample volume, and ease of manipulating and addressing each droplet on demand. Droplet-based polymerase chain reaction (PCR) devices are particularly desirable in single DNA amplification. If the droplets are small enough to contain only one DNA molecule, single molecule amplification becomes possible, which can be advantageous in several cases such as early cancer detection. In this work, flow-focusing microfluidic droplet generation’s parameters are numerically investigated and optimized for generating the smallest droplet possible, while considering fabrication limits. Taguchi design of experiment method is used to study the effects of key parameters in droplet generation. By exploiting this approach, a droplet with a radius of 111[Formula: see text]nm is generated using a 3[Formula: see text][Formula: see text]m orifice. Since the governing physics of the droplet generation process is not totally understood yet, by means of analysis of variance (ANOVA) analysis, a generalized linear model (GLM) is proposed to predict the droplet radius, given the values of eight major parameters affecting the droplet size. The proposed model shows a correlation of 95.3% and 64.95% for droplets of radius greater than and lower than 5[Formula: see text][Formula: see text]m, respectively. Finally, the source of this variation of behavior in different size scales is identified.
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Affiliation(s)
- ALI LASHKARIPOUR
- Department of Biomedical Engineering, Boston University, Boston, MA 02215, USA
- Department of Life Sciences Engineering, Faculty of New Sciences and Technologies, University of Tehran, Tehran 1417466191, Iran
| | - ALI ABOUEI MEHRIZI
- Department of Life Sciences Engineering, Faculty of New Sciences and Technologies, University of Tehran, Tehran 1417466191, Iran
| | - MASOUD GOHARIMANESH
- Department of Mechanical Engineering, Ferdowsi University of Mashhad, Mashhad 9177948974, Iran
| | - MOHAMMADREZA RASOULI
- Department of Life Sciences Engineering, Faculty of New Sciences and Technologies, University of Tehran, Tehran 1417466191, Iran
- Department of Biology and Department of Biomedical Engineering, McGill University, Montreal, QC H3A2B4, Canada
| | - SAJAD RAZAVI BAZAZ
- Department of Life Sciences Engineering, Faculty of New Sciences and Technologies, University of Tehran, Tehran 1417466191, Iran
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104
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Li X, Zhang D, Zhang H, Guan Z, Song Y, Liu R, Zhu Z, Yang C. Microwell Array Method for Rapid Generation of Uniform Agarose Droplets and Beads for Single Molecule Analysis. Anal Chem 2018; 90:2570-2577. [PMID: 29350029 DOI: 10.1021/acs.analchem.7b04040] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Compartmentalization of aqueous samples in uniform emulsion droplets has proven to be a useful tool for many chemical, biological, and biomedical applications. Herein, we introduce an array-based emulsification method for rapid and easy generation of monodisperse agarose-in-oil droplets in a PDMS microwell array. The microwells are filled with agarose solution, and subsequent addition of hot oil results in immediate formation of agarose droplets due to the surface-tension of the liquid solution. Because droplet size is determined solely by the array unit dimensions, uniform droplets with preselectable diameters ranging from 20 to 100 μm can be produced with relative standard deviations less than 3.5%. The array-based droplet generation method was used to perform digital PCR for absolute DNA quantitation. The array-based droplet isolation and sol-gel switching property of agarose enable formation of stable beads by chilling the droplet array at -20 °C, thus, maintaining the monoclonality of each droplet and facilitating the selective retrieval of desired droplets. The monoclonality of droplets was demonstrated by DNA sequencing and FACS analysis, suggesting the robustness and flexibility of the approach for single molecule amplification and analysis. We believe our approach will lead to new possibilities for a great variety of applications, such as single-cell gene expression studies, aptamer selection, and oligonucleotide analysis.
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Affiliation(s)
- Xingrui Li
- The MOE Key Laboratory of Spectrochemical Analysis and Instrumentation, the Key Laboratory of Chemical Biology of Fujian Province, State Key Laboratory of Physical Chemistry of Solid Surfaces, Collaborative Innovation Center of Chemistry for Energy Materials, Department of Chemical Biology, College of Chemistry and Chemical Engineering, Pen-Tung Sah Institute of Micro-Nano Science and Technology, Xiamen University , Xiamen 361005, People's Republic of China
| | - Dongfeng Zhang
- The MOE Key Laboratory of Spectrochemical Analysis and Instrumentation, the Key Laboratory of Chemical Biology of Fujian Province, State Key Laboratory of Physical Chemistry of Solid Surfaces, Collaborative Innovation Center of Chemistry for Energy Materials, Department of Chemical Biology, College of Chemistry and Chemical Engineering, Pen-Tung Sah Institute of Micro-Nano Science and Technology, Xiamen University , Xiamen 361005, People's Republic of China
| | - Huimin Zhang
- The MOE Key Laboratory of Spectrochemical Analysis and Instrumentation, the Key Laboratory of Chemical Biology of Fujian Province, State Key Laboratory of Physical Chemistry of Solid Surfaces, Collaborative Innovation Center of Chemistry for Energy Materials, Department of Chemical Biology, College of Chemistry and Chemical Engineering, Pen-Tung Sah Institute of Micro-Nano Science and Technology, Xiamen University , Xiamen 361005, People's Republic of China
| | - Zhichao Guan
- The MOE Key Laboratory of Spectrochemical Analysis and Instrumentation, the Key Laboratory of Chemical Biology of Fujian Province, State Key Laboratory of Physical Chemistry of Solid Surfaces, Collaborative Innovation Center of Chemistry for Energy Materials, Department of Chemical Biology, College of Chemistry and Chemical Engineering, Pen-Tung Sah Institute of Micro-Nano Science and Technology, Xiamen University , Xiamen 361005, People's Republic of China
| | - Yanling Song
- The MOE Key Laboratory of Spectrochemical Analysis and Instrumentation, the Key Laboratory of Chemical Biology of Fujian Province, State Key Laboratory of Physical Chemistry of Solid Surfaces, Collaborative Innovation Center of Chemistry for Energy Materials, Department of Chemical Biology, College of Chemistry and Chemical Engineering, Pen-Tung Sah Institute of Micro-Nano Science and Technology, Xiamen University , Xiamen 361005, People's Republic of China.,The MOE Key Laboratory of Analysis and Detection Technology for Food Safety, State Key Laboratory of Photocatalysis on Energy and Environment, College of Biological Science and Engineering, Fuzhou University , Fuzhou 350116, People's Republic of China
| | - Ruochen Liu
- Department of Chemistry and Chemical Biology, Rutgers University , Piscataway, New Jersey United States
| | - Zhi Zhu
- The MOE Key Laboratory of Spectrochemical Analysis and Instrumentation, the Key Laboratory of Chemical Biology of Fujian Province, State Key Laboratory of Physical Chemistry of Solid Surfaces, Collaborative Innovation Center of Chemistry for Energy Materials, Department of Chemical Biology, College of Chemistry and Chemical Engineering, Pen-Tung Sah Institute of Micro-Nano Science and Technology, Xiamen University , Xiamen 361005, People's Republic of China
| | - Chaoyong Yang
- The MOE Key Laboratory of Spectrochemical Analysis and Instrumentation, the Key Laboratory of Chemical Biology of Fujian Province, State Key Laboratory of Physical Chemistry of Solid Surfaces, Collaborative Innovation Center of Chemistry for Energy Materials, Department of Chemical Biology, College of Chemistry and Chemical Engineering, Pen-Tung Sah Institute of Micro-Nano Science and Technology, Xiamen University , Xiamen 361005, People's Republic of China
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105
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Xu X, Yuan H, Song R, Yu M, Chung HY, Hou Y, Shang Y, Zhou H, Yao S. High aspect ratio induced spontaneous generation of monodisperse picolitre droplets for digital PCR. BIOMICROFLUIDICS 2018; 12:014103. [PMID: 29333205 PMCID: PMC5750054 DOI: 10.1063/1.5011240] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/31/2017] [Accepted: 12/18/2017] [Indexed: 05/26/2023]
Abstract
Droplet microfluidics, which involves micrometer-sized emulsion droplets on a microfabricated platform, has been demonstrated as a unique system for many biological and chemical applications. Robust and scalable generation of monodisperse droplets at high throughput is of fundamental importance for droplet microfluidics. Classic designs for droplet generation employ shear fluid dynamics to induce the breakup of droplets in a two-phase flow and the droplet size is sensitive to flow rate fluctuations, often resulting in polydispersity. In this paper, we show spontaneous emulsification by a high aspect ratio (>3.5) rectangular nozzle structure. Due to the confinement and abrupt change of the structure, a Laplace pressure difference is generated between the dispersed and continuous phases, and causes the thread thinning and droplet pinch-off without the need to precisely control external flow conditions. A high-throughput droplet generator was developed by parallelization of a massive number of the basic structures. This device enabled facile and rapid partition of aqueous samples into millions of uniform picolitre droplets in oil. Using this device, on-chip droplet-based digital polymerase chain reaction (PCR) was performed for absolute quantification of rare genes with a wide dynamic range.
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Affiliation(s)
- Xiaonan Xu
- Department of Mechanical and Aerospace Engineering, The Hong Kong University of Science and Technology, Hong Kong, China
| | - Haojun Yuan
- State Key Laboratory of Transducer Technology, Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Science, Shanghai, China
| | - Ruyuan Song
- Department of Chemical and Biological Engineering, The Hong Kong University of Science and Technology, Hong Kong, China
| | - Miao Yu
- Department of Mechanical and Aerospace Engineering, The Hong Kong University of Science and Technology, Hong Kong, China
| | - Ho Yin Chung
- Department of Mechanical and Aerospace Engineering, The Hong Kong University of Science and Technology, Hong Kong, China
| | - Youmin Hou
- Department of Mechanical and Aerospace Engineering, The Hong Kong University of Science and Technology, Hong Kong, China
| | - Yuhe Shang
- Department of Mechanical and Aerospace Engineering, The Hong Kong University of Science and Technology, Hong Kong, China
| | - Hongbo Zhou
- State Key Laboratory of Transducer Technology, Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Science, Shanghai, China
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106
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Bai Y, Gao M, Wen L, He C, Chen Y, Liu C, Fu X, Huang S. Applications of Microfluidics in Quantitative Biology. Biotechnol J 2017; 13:e1700170. [PMID: 28976637 DOI: 10.1002/biot.201700170] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2017] [Revised: 09/03/2017] [Indexed: 01/15/2023]
Abstract
Quantitative biology is dedicated to taking advantage of quantitative reasoning and advanced engineering technologies to make biology more predictable. Microfluidics, as an emerging technique, provides new approaches to precisely control fluidic conditions on small scales and collect data in high-throughput and quantitative manners. In this review, the authors present the relevant applications of microfluidics to quantitative biology based on two major categories (channel-based microfluidics and droplet-based microfluidics), and their typical features. We also envision some other microfluidic techniques that may not be employed in quantitative biology right now, but have great potential in the near future.
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Affiliation(s)
- Yang Bai
- Center for Synthetic Biology Engineering Research, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen 518055, People's Republic of China
| | - Meng Gao
- Center for Synthetic Biology Engineering Research, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen 518055, People's Republic of China
| | - Lingling Wen
- Center for Synthetic Biology Engineering Research, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen 518055, People's Republic of China
| | - Caiyun He
- Center for Synthetic Biology Engineering Research, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen 518055, People's Republic of China
| | - Yuan Chen
- Center for Synthetic Biology Engineering Research, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen 518055, People's Republic of China
| | - Chenli Liu
- Center for Synthetic Biology Engineering Research, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen 518055, People's Republic of China
| | - Xiongfei Fu
- Center for Synthetic Biology Engineering Research, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen 518055, People's Republic of China
| | - Shuqiang Huang
- Center for Synthetic Biology Engineering Research, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen 518055, People's Republic of China
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107
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Murata Y, Nakashoji Y, Kondo M, Tanaka Y, Hashimoto M. Rapid automatic creation of monodisperse emulsion droplets by microfluidic device with degassed PDMS slab as a detachable suction actuator. Electrophoresis 2017; 39:504-511. [DOI: 10.1002/elps.201700247] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2017] [Revised: 07/28/2017] [Accepted: 07/31/2017] [Indexed: 12/26/2022]
Affiliation(s)
- Yuki Murata
- Department of Chemical Engineering and Materials Science; Faculty of Science and Engineering; Doshisha University; Kyotanabe Kyoto Japan
| | - Yuta Nakashoji
- Department of Chemical Engineering and Materials Science; Faculty of Science and Engineering; Doshisha University; Kyotanabe Kyoto Japan
| | - Masaki Kondo
- Department of Chemical Engineering and Materials Science; Faculty of Science and Engineering; Doshisha University; Kyotanabe Kyoto Japan
| | - Yugo Tanaka
- Department of Chemical Engineering and Materials Science; Faculty of Science and Engineering; Doshisha University; Kyotanabe Kyoto Japan
| | - Masahiko Hashimoto
- Department of Chemical Engineering and Materials Science; Faculty of Science and Engineering; Doshisha University; Kyotanabe Kyoto Japan
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108
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Basha IHK, Ho ETW, Yousuff CM, Hamid NHB. Towards Multiplex Molecular Diagnosis-A Review of Microfluidic Genomics Technologies. MICROMACHINES 2017; 8:E266. [PMID: 30400456 PMCID: PMC6190060 DOI: 10.3390/mi8090266] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/15/2017] [Revised: 06/30/2017] [Accepted: 07/16/2017] [Indexed: 12/21/2022]
Abstract
Highly sensitive and specific pathogen diagnosis is essential for correct and timely treatment of infectious diseases, especially virulent strains, in people. Point-of-care pathogen diagnosis can be a tremendous help in managing disease outbreaks as well as in routine healthcare settings. Infectious pathogens can be identified with high specificity using molecular methods. A plethora of microfluidic innovations in recent years have now made it increasingly feasible to develop portable, robust, accurate, and sensitive genomic diagnostic devices for deployment at the point of care. However, improving processing time, multiplexed detection, sensitivity and limit of detection, specificity, and ease of deployment in resource-limited settings are ongoing challenges. This review outlines recent techniques in microfluidic genomic diagnosis and devices with a focus on integrating them into a lab on a chip that will lead towards the development of multiplexed point-of-care devices of high sensitivity and specificity.
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Affiliation(s)
- Ismail Hussain Kamal Basha
- Department of Electrical and Electronic Engineering, Universiti Teknologi PETRONAS, 32610 Seri Iskandar, Perak Darul Ridzuan, Malaysia.
| | - Eric Tatt Wei Ho
- Department of Electrical and Electronic Engineering, Universiti Teknologi PETRONAS, 32610 Seri Iskandar, Perak Darul Ridzuan, Malaysia.
| | - Caffiyar Mohamed Yousuff
- Department of Electrical and Electronic Engineering, Universiti Teknologi PETRONAS, 32610 Seri Iskandar, Perak Darul Ridzuan, Malaysia.
| | - Nor Hisham Bin Hamid
- Department of Electrical and Electronic Engineering, Universiti Teknologi PETRONAS, 32610 Seri Iskandar, Perak Darul Ridzuan, Malaysia.
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109
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Liao P, Huang Y. Digital PCR: Endless Frontier of 'Divide and Conquer'. MICROMACHINES 2017; 8:mi8080231. [PMID: 30400421 PMCID: PMC6189721 DOI: 10.3390/mi8080231] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/28/2017] [Revised: 07/18/2017] [Accepted: 07/18/2017] [Indexed: 01/20/2023]
Abstract
Digital polymerase chain reaction (PCR) is becoming ever more recognized amid the overwhelming revolution in DNA quantification, genomics, genetics, and diagnostics led by technologies such as next generation sequencing and studies at the single-cell level. The demand to quantify the amount of DNA and RNA has been driven to the molecular level and digital PCR, with its unprecedented quantification capability, is sure to shine in the coming era. Two decades ago, it emerged as a concept; yet one decade ago, integration with microfluidics invigorated this field. Today, many methods have come to public knowledge and applications surrounding digital PCR is mounting. However, to reach wider accessibility and better practicality, efforts are needed to tackle the remaining problems. This perspective looks back at several inspiring and influential digital PCR approaches in the past and tries to provide a futuristic picture of the trends of digital PCR technologies to come.
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Affiliation(s)
- Peiyu Liao
- Beijing Advanced Innovation Center for Genomics (ICG), Biodynamic Optical Imaging Center (BIOPIC), College of Engineering, School of Life Sciences, and Peking-Tsinghua Center for Life Sciences, Peking University, Beijing 100871, China.
| | - Yanyi Huang
- Beijing Advanced Innovation Center for Genomics (ICG), Biodynamic Optical Imaging Center (BIOPIC), College of Engineering, School of Life Sciences, and Peking-Tsinghua Center for Life Sciences, Peking University, Beijing 100871, China.
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110
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Okura N, Nakashoji Y, Koshirogane T, Kondo M, Tanaka Y, Inoue K, Hashimoto M. A compact and facile microfluidic droplet creation device using a piezoelectric diaphragm micropump for droplet digital PCR platforms. Electrophoresis 2017; 38:2666-2672. [DOI: 10.1002/elps.201700039] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2017] [Revised: 05/16/2017] [Accepted: 06/11/2017] [Indexed: 11/08/2022]
Affiliation(s)
- Naoaki Okura
- Department of Chemical Engineering and Materials Science, Faculty of Science and Engineering; Doshisha University; Kyotanabe Kyoto Japan
| | - Yuta Nakashoji
- Department of Chemical Engineering and Materials Science, Faculty of Science and Engineering; Doshisha University; Kyotanabe Kyoto Japan
| | - Toshihiro Koshirogane
- Department of Chemical Engineering and Materials Science, Faculty of Science and Engineering; Doshisha University; Kyotanabe Kyoto Japan
| | - Masaki Kondo
- Department of Chemical Engineering and Materials Science, Faculty of Science and Engineering; Doshisha University; Kyotanabe Kyoto Japan
| | - Yugo Tanaka
- Department of Chemical Engineering and Materials Science, Faculty of Science and Engineering; Doshisha University; Kyotanabe Kyoto Japan
| | - Kohei Inoue
- Department of Chemical Engineering and Materials Science, Faculty of Science and Engineering; Doshisha University; Kyotanabe Kyoto Japan
| | - Masahiko Hashimoto
- Department of Chemical Engineering and Materials Science, Faculty of Science and Engineering; Doshisha University; Kyotanabe Kyoto Japan
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111
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Sesen M, Alan T, Neild A. Droplet control technologies for microfluidic high throughput screening (μHTS). LAB ON A CHIP 2017. [PMID: 28631799 DOI: 10.1039/c7lc00005g] [Citation(s) in RCA: 53] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/05/2023]
Abstract
The transition from micro well plate and robotics based high throughput screening (HTS) to chip based screening has already started. This transition promises reduced droplet volumes thereby decreasing the amount of fluids used in these studies. Moreover, it significantly boosts throughput allowing screening to keep pace with the overwhelming number of molecular targets being discovered. In this review, we analyse state-of-the-art droplet control technologies that exhibit potential to be used in this new generation of screening devices. Since these systems are enclosed and usually planar, even some of the straightforward methods used in traditional HTS such as pipetting and reading can prove challenging to replicate in microfluidic high throughput screening (μHTS). We critically review the technologies developed for this purpose in depth, describing the underlying physics and discussing the future outlooks.
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Affiliation(s)
- Muhsincan Sesen
- Department of Mechanical and Aerospace Engineering, Monash University, Clayton, VIC 3800, Australia.
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112
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Thermal gradient for fluorometric optimization of droplet PCR in virtual reaction chambers. Mikrochim Acta 2017. [DOI: 10.1007/s00604-017-2353-6] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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113
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Dressler OJ, Casadevall I Solvas X, deMello AJ. Chemical and Biological Dynamics Using Droplet-Based Microfluidics. ANNUAL REVIEW OF ANALYTICAL CHEMISTRY (PALO ALTO, CALIF.) 2017; 10:1-24. [PMID: 28375703 DOI: 10.1146/annurev-anchem-061516-045219] [Citation(s) in RCA: 45] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/16/2023]
Abstract
Recent years have witnessed an increased use of droplet-based microfluidic techniques in a wide variety of chemical and biological assays. Nevertheless, obtaining dynamic data from these platforms has remained challenging, as this often requires reading the same droplets (possibly thousands of them) multiple times over a wide range of intervals (from milliseconds to hours). In this review, we introduce the elemental techniques for the formation and manipulation of microfluidic droplets, together with the most recent developments in these areas. We then discuss a wide range of analytical methods that have been successfully adapted for analyte detection in droplets. Finally, we highlight a diversity of studies where droplet-based microfluidic strategies have enabled the characterization of dynamic systems that would otherwise have remained unexplorable.
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Affiliation(s)
- Oliver J Dressler
- Department of Chemistry and Applied Biosciences, ETH Zürich, CH-8093 Zürich, Switzerland;
| | | | - Andrew J deMello
- Department of Chemistry and Applied Biosciences, ETH Zürich, CH-8093 Zürich, Switzerland;
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114
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Shimazaki Y, Tanaka J, Kohara Y, Kamahori M, Sakamoto T. Parallel Evaluation of Melting Temperatures of DNAs in the Arrayed Droplets through the Fluorescence from DNA Intercalators. Anal Chem 2017; 89:6305-6308. [DOI: 10.1021/acs.analchem.7b01343] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Yuzuru Shimazaki
- Biosystems Research Department, Center for Technology Innovation − Healthcare, Research & Development Group, Hitachi Ltd., 1-280 Higashi-koigakubo, Kokubunji 185-8601, Japan
| | - Junko Tanaka
- Biosystems Research Department, Center for Technology Innovation − Healthcare, Research & Development Group, Hitachi Ltd., 1-280 Higashi-koigakubo, Kokubunji 185-8601, Japan
| | - Yoshinobu Kohara
- Biosystems Research Department, Center for Technology Innovation − Healthcare, Research & Development Group, Hitachi Ltd., 1-280 Higashi-koigakubo, Kokubunji 185-8601, Japan
| | - Masao Kamahori
- Biosystems Research Department, Center for Technology Innovation − Healthcare, Research & Development Group, Hitachi Ltd., 1-280 Higashi-koigakubo, Kokubunji 185-8601, Japan
| | - Takeshi Sakamoto
- Biosystems Research Department, Center for Technology Innovation − Healthcare, Research & Development Group, Hitachi Ltd., 1-280 Higashi-koigakubo, Kokubunji 185-8601, Japan
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115
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Thompson CG, Gay CL, Kashuba AD. HIV Persistence in Gut-Associated Lymphoid Tissues: Pharmacological Challenges and Opportunities. AIDS Res Hum Retroviruses 2017; 33:513-523. [PMID: 28398774 PMCID: PMC5467125 DOI: 10.1089/aid.2016.0253] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
An increasing amount of evidence suggests that HIV replication persists in gut-associated lymphoid tissues (GALT), despite treatment with combination antiretroviral therapy (cART). Residual replication in this compartment may propagate infection at other sites in the body and contribute to sustained immune dysregulation and delayed immune recovery. Therefore, it is important to focus efforts on eliminating residual replication at this site. There are several challenges to accomplishing this goal, including low antiretroviral (ARV) exposure at specific tissue locations within GALT, which might be overcome by using the tools of clinical pharmacology. Here, we summarize the evidence for GALT as a site of residual HIV replication, highlight the consequences of persistent infection in tissues, identify current pharmacologic knowledge of drug exposure in GALT, define the challenges that hinder eradication from this site, and propose several avenues for pharmacologic intervention.
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Affiliation(s)
- Corbin G. Thompson
- Division of Pharmacotherapy and Experimental Therapeutics, University of North Carolina Eshelman School of Pharmacy, Chapel Hill, North Carolina
| | - Cynthia L. Gay
- Division of Infectious Diseases, University of North Carolina School of Medicine, Chapel Hill, North Carolina
| | - Angela D.M. Kashuba
- Division of Pharmacotherapy and Experimental Therapeutics, University of North Carolina Eshelman School of Pharmacy, Chapel Hill, North Carolina
- Division of Infectious Diseases, University of North Carolina School of Medicine, Chapel Hill, North Carolina
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116
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Scheler O, Pacocha N, Debski PR, Ruszczak A, Kaminski TS, Garstecki P. Optimized droplet digital CFU assay (ddCFU) provides precise quantification of bacteria over a dynamic range of 6 logs and beyond. LAB ON A CHIP 2017; 17:1980-1987. [PMID: 28480460 DOI: 10.1039/c7lc00206h] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
Standard digital assays need a large number of compartments for precise quantification of a sample over a broad dynamic range. We address this issue with an optimized droplet digital approach that uses a drastically reduced number of compartments for quantification. We generate serial logarithmic dilutions of an initial bacterial sample as an array of microliter-sized droplet plugs. In a subsequent step, these droplets are split into libraries of nanoliter droplets and pooled together for incubation and analysis. We show that our technology is at par with traditional dilution plate count for quantification of bacteria, but has the advantage of simplifying the experimental setup and reducing the manual workload. The method also has the potential to reduce the assay time significantly.
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Affiliation(s)
- O Scheler
- Institute of Physical Chemistry, Polish Academy of Sciences, Kasprzaka 44/52, 01-224 Warsaw, Poland. and Institute of Molecular and Cell Biology, University of Tartu, Riia 23, 51010 Tartu, Estonia
| | - N Pacocha
- Institute of Physical Chemistry, Polish Academy of Sciences, Kasprzaka 44/52, 01-224 Warsaw, Poland.
| | - P R Debski
- Institute of Physical Chemistry, Polish Academy of Sciences, Kasprzaka 44/52, 01-224 Warsaw, Poland.
| | - A Ruszczak
- Institute of Physical Chemistry, Polish Academy of Sciences, Kasprzaka 44/52, 01-224 Warsaw, Poland.
| | - T S Kaminski
- Institute of Physical Chemistry, Polish Academy of Sciences, Kasprzaka 44/52, 01-224 Warsaw, Poland.
| | - P Garstecki
- Institute of Physical Chemistry, Polish Academy of Sciences, Kasprzaka 44/52, 01-224 Warsaw, Poland.
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Abstract
A digital assay is one in which the sample is partitioned into many small containers such that each partition contains a discrete number of biological entities (0, 1, 2, 3, …). A powerful technique in the biologist's toolkit, digital assays bring a new level of precision in quantifying nucleic acids, measuring proteins and their enzymatic activity, and probing single-cell genotypes and phenotypes. Part I of this review begins with the benefits and Poisson statistics of partitioning, including sources of error. The remainder focuses on digital PCR (dPCR) for quantification of nucleic acids. We discuss five commercial instruments that partition samples into physically isolated chambers (cdPCR) or droplet emulsions (ddPCR). We compare the strengths of dPCR (absolute quantitation, precision, and ability to detect rare or mutant targets) with those of its predecessor, quantitative real-time PCR (dynamic range, larger sample volumes, and throughput). Lastly, we describe several promising applications of dPCR, including copy number variation, quantitation of circulating tumor DNA and viral load, RNA/miRNA quantitation with reverse transcription dPCR, and library preparation for next-generation sequencing. This review is intended to give a broad perspective to scientists interested in adopting digital assays into their workflows. Part II focuses on digital protein and cell assays.
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Affiliation(s)
- Amar S Basu
- 1 Department of Electrical and Computer Engineering, and Department of Biomedical Engineering, Wayne State University, Detroit, MI, USA
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118
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Postek W, Kaminski TS, Garstecki P. A passive microfluidic system based on step emulsification allows the generation of libraries of nanoliter-sized droplets from microliter droplets of varying and known concentrations of a sample. LAB ON A CHIP 2017; 17:1323-1331. [PMID: 28271118 DOI: 10.1039/c7lc00014f] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
We present a novel geometry of microfluidic channels that allows us to passively generate monodisperse emulsions of hundreds of droplets smaller than 1 nL from collections of larger (ca. 0.4 μL) mother droplets. We introduce a new microfluidic module for the generation of droplets via passive break-up at a step. The module alleviates a common problem in step emulsification with efficient removal of the droplets from the vicinity of the step. In our solution, the droplets are pushed away from the step by a continuous liquid that bypasses the mother droplets via specially engineered bypasses that lead to the step around the main channel. We show that the bypasses tighten the distribution of volume of daughter droplets and eliminate subpopulations of daughter droplets. Clearing away the just produced droplets from the vicinity of the step provides for similar conditions of break-up for every subsequent droplet and, consequently, leads to superior monodispersity of the generated emulsions. Importantly, this function is realized autonomously (passively) in a protocol in which only a sequence of large mother droplets is forced through the module. Our system features the advantage of step emulsification systems in that the volumes of the generated droplets depend very weakly on the rate of flow through the module - an increase in the flow rate by 300% causes only a slight increase of the average diameter of generated droplets by less than 5%. We combined our geometry with a simple T-junction and a simple trap-based microdroplet dilutor to produce a collection of libraries of droplets of gradually changing and known concentrations of a sample. The microfluidic system can be operated with only two syringe pumps set at constant rates of flow during the experiment.
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Affiliation(s)
- W Postek
- Institute of Physical Chemistry, Polish Academy of Sciences, Kasprzaka 44/52, 01-224 Warsaw, Poland.
| | - T S Kaminski
- Institute of Physical Chemistry, Polish Academy of Sciences, Kasprzaka 44/52, 01-224 Warsaw, Poland.
| | - P Garstecki
- Institute of Physical Chemistry, Polish Academy of Sciences, Kasprzaka 44/52, 01-224 Warsaw, Poland.
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119
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Yelleswarapu VR, Jeong HH, Yadavali S, Issadore D. Ultra-high throughput detection (1 million droplets per second) of fluorescent droplets using a cell phone camera and time domain encoded optofluidics. LAB ON A CHIP 2017; 17:1083-1094. [PMID: 28225099 DOI: 10.1039/c6lc01489e] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/26/2023]
Abstract
Droplet-based assays-in which ultra-sensitive molecular measurements are made by performing millions of parallel experiments in picoliter droplets-have generated enormous enthusiasm due to their single molecule resolution and robustness to reaction conditions. These assays have great untapped potential for point of care diagnostics but are currently confined to laboratory settings due to the instrumentation necessary to serially generate, control, and measure tens of millions of droplets. To address this challenge, we have developed the microdroplet megascale detector (μMD) that can generate and detect the fluorescence of millions of droplets per second (1000× faster than conventional approaches) using only a conventional cell phone camera. The key innovation of our approach is borrowed from the telecommunications industry, wherein we modulate the excitation light with a pseudorandom sequence that enables individual droplets to be resolved that would otherwise overlap due to the limited frame rate of digital cameras. Using this approach, the μMD measures droplets at a rate of 106 droplets per sec (ϕ = 166 mL h-1) in 120 parallel microfluidic channels and achieves a limit of detection LOD = 1 μM Rhodamine dye, sufficient for typical droplet based assays. We incorporate this new droplet detection technology with our previously reported parallelized droplet production strategy, incorporating 200 parallel droplet makers and only one set of continuous and droplet phase inputs and one output line. By miniaturizing and integrating droplet based diagnostics into a handheld format, the μMD platform can translate ultra-sensitive droplet based assays into a self-contained platform for practical use in clinical and industrial settings.
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Affiliation(s)
- Venkata R Yelleswarapu
- Department of Bioengineering, School of Engineering and Applied Sciences, University of Pennsylvania, Philadelphia, Pennsylvania, USA.
| | - Heon-Ho Jeong
- Department of Chemical and Biomolecular Engineering, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Sagar Yadavali
- Department of Bioengineering, School of Engineering and Applied Sciences, University of Pennsylvania, Philadelphia, Pennsylvania, USA.
| | - David Issadore
- Department of Bioengineering, School of Engineering and Applied Sciences, University of Pennsylvania, Philadelphia, Pennsylvania, USA. and Department of Electrical and Systems Engineering, School of Engineering and Applied Sciences, University of Pennsylvania, Philadelphia, Pennsylvania, USA
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120
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Ding Y, Choo J, deMello AJ. From single-molecule detection to next-generation sequencing: microfluidic droplets for high-throughput nucleic acid analysis. MICROFLUIDICS AND NANOFLUIDICS 2017; 21:58. [PMID: 32214953 PMCID: PMC7087872 DOI: 10.1007/s10404-017-1889-4] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/04/2016] [Accepted: 02/22/2017] [Indexed: 05/27/2023]
Abstract
Droplet-based microfluidic technologies have proved themselves to be of significant utility in the performance of high-throughput chemical and biological experiments. By encapsulating and isolating reagents within femtoliter-nanoliter droplet, millions of (bio) chemical reactions can be processed in a parallel fashion and on ultra-short timescales. Recent applications of such technologies to genetic analysis have suggested significant utility in low-cost, efficient and rapid workflows for DNA amplification, rare mutation detection, antibody screening and next-generation sequencing. To this end, we describe and highlight some of the most interesting recent developments and applications of droplet-based microfluidics in the broad area of nucleic acid analysis. In addition, we also present a cursory description of some of the most essential functional components, which allow the creation of integrated and complex workflows based on flowing streams of droplets.
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Affiliation(s)
- Yun Ding
- Institute for Chemical and Bioengineering, Department of Chemistry and Applied Biosciences, ETH Zürich, Vladimir Prelog Weg 1, 8093 Zurich, Switzerland
| | - Jaebum Choo
- Department of Bionano Technology, Hanyang University, Ansan, 15588 Republic of Korea
| | - Andrew J. deMello
- Institute for Chemical and Bioengineering, Department of Chemistry and Applied Biosciences, ETH Zürich, Vladimir Prelog Weg 1, 8093 Zurich, Switzerland
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121
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Single cell screening approaches for antibody discovery. Methods 2017; 116:34-42. [DOI: 10.1016/j.ymeth.2016.11.006] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2016] [Accepted: 11/08/2016] [Indexed: 11/17/2022] Open
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122
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Chen Z, Liao P, Zhang F, Jiang M, Zhu Y, Huang Y. Centrifugal micro-channel array droplet generation for highly parallel digital PCR. LAB ON A CHIP 2017; 17:235-240. [PMID: 28009866 DOI: 10.1039/c6lc01305h] [Citation(s) in RCA: 111] [Impact Index Per Article: 15.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/10/2023]
Abstract
Stable water-in-oil emulsion is essential to digital PCR and many other bioanalytical reactions that employ droplets as microreactors. We developed a novel technology to produce monodisperse emulsion droplets with high efficiency and high throughput using a bench-top centrifuge. Upon centrifugal spinning, the continuous aqueous phase is dispersed into monodisperse droplet jets in air through a micro-channel array (MiCA) and then submerged into oil as a stable emulsion. We performed dPCR reactions with a high dynamic range through the MiCA approach, and demonstrated that this cost-effective method not only eliminates the usage of complex microfluidic devices and control systems, but also greatly suppresses the loss of materials and cross-contamination. MiCA-enabled highly parallel emulsion generation combines both easiness and robustness of picoliter droplet production, and breaks the technical challenges by using conventional lab equipment and supplies.
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Affiliation(s)
- Zitian Chen
- Biodynamic Optical Imaging Center (BIOPIC), Beijing Advanced Innovation Center for Genomics (ICG), Peking-Tsinghua Center for Life Sciences, and College of Engineering, Peking University, Beijing, China.
| | - Peiyu Liao
- Biodynamic Optical Imaging Center (BIOPIC), Beijing Advanced Innovation Center for Genomics (ICG), Peking-Tsinghua Center for Life Sciences, and College of Engineering, Peking University, Beijing, China.
| | - Fangli Zhang
- Biodynamic Optical Imaging Center (BIOPIC), Beijing Advanced Innovation Center for Genomics (ICG), Peking-Tsinghua Center for Life Sciences, and College of Engineering, Peking University, Beijing, China.
| | - Mengcheng Jiang
- Biodynamic Optical Imaging Center (BIOPIC), Beijing Advanced Innovation Center for Genomics (ICG), Peking-Tsinghua Center for Life Sciences, and College of Engineering, Peking University, Beijing, China.
| | - Yusen Zhu
- Integrated Science Program, Yuanpei College, Peking University, Beijing, China
| | - Yanyi Huang
- Biodynamic Optical Imaging Center (BIOPIC), Beijing Advanced Innovation Center for Genomics (ICG), Peking-Tsinghua Center for Life Sciences, and College of Engineering, Peking University, Beijing, China.
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123
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Borzi C, Calzolari L, Conte D, Sozzi G, Fortunato O. Detection of microRNAs Using Chip-Based QuantStudio 3D Digital PCR. Methods Mol Biol 2017; 1580:239-247. [PMID: 28439837 DOI: 10.1007/978-1-4939-6866-4_16] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
Digital PCR (dPCR) is an innovative approach for detection and quantification of nucleic acid that offers an alternative method to conventional real-time quantitative PCR for absolute quantification. dPCR is a highly precise and sensitive technique that does not require a standard reference, making it a suitable method for the detection of microRNAs. The potential of these small noncoding RNA as biomarkers is on the rise, especially due to their presence in body fluids, making them easily accessible. Nevertheless, the problem of lack of consensus regarding an optimal method for miRNAs normalization compromises their use. Here, we describe an innovative method for the absolute quantification of miRNAs across different types of biological samples using a chip-based platform, the QuantStudio 3D digital PCR.
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Affiliation(s)
- Cristina Borzi
- Tumor Genomics Unit, Department of Experimental Oncology and Molecular Medicine, Fondazione IRCCS Istituto Nazionale dei Tumori, via Venezian 1, 20133, Milan, Italy
| | - Linda Calzolari
- Tumor Genomics Unit, Department of Experimental Oncology and Molecular Medicine, Fondazione IRCCS Istituto Nazionale dei Tumori, via Venezian 1, 20133, Milan, Italy
| | - Davide Conte
- Tumor Genomics Unit, Department of Experimental Oncology and Molecular Medicine, Fondazione IRCCS Istituto Nazionale dei Tumori, via Venezian 1, 20133, Milan, Italy
| | - Gabriella Sozzi
- Tumor Genomics Unit, Department of Experimental Oncology and Molecular Medicine, Fondazione IRCCS Istituto Nazionale dei Tumori, via Venezian 1, 20133, Milan, Italy.
| | - Orazio Fortunato
- Tumor Genomics Unit, Department of Experimental Oncology and Molecular Medicine, Fondazione IRCCS Istituto Nazionale dei Tumori, via Venezian 1, 20133, Milan, Italy
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124
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Perkins G, Lu H, Garlan F, Taly V. Droplet-Based Digital PCR: Application in Cancer Research. Adv Clin Chem 2016; 79:43-91. [PMID: 28212714 DOI: 10.1016/bs.acc.2016.10.001] [Citation(s) in RCA: 74] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
The efficient characterization of genetic and epigenetic alterations in oncology, virology, or prenatal diagnostics requires highly sensitive and specific high-throughput approaches. Nevertheless, with the use of conventional methods, sensitivity and specificity were largely limited. By partitioning individual target molecules within distinct compartments, digital PCR (dPCR) could overcome these limitations and detect very rare sequences with unprecedented precision and sensitivity. In dPCR, the sample is diluted such that each individual partition will contain no more than one target sequence. Following the assay reaction, the dPCR process provides an absolute value and analyzable quantitative data. The recent coupling of dPCR with microfluidic systems in commercial platforms should lead to an essential tool for the management of patients with cancer, especially adapted to the analysis of precious samples. Applications in cancer research range from the analysis of tumor heterogeneity to that of a range of body fluids. Droplet-based dPCR is indeed particularly appropriate for the emerging field of liquid biopsy analysis. In this review, following an overview of the development in dPCR technology and different strategies based on the use of microcompartments, we will focus particularly on the applications and latest development of microfluidic droplet-based dPCR in oncology.
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Affiliation(s)
- G Perkins
- Université Sorbonne Paris Cité, INSERM UMR-S1147, CNRS SNC 5014, Centre Universitaire des Saints-Pères, Equipe labélisée LIGUE Contre le Cancer, Paris, France; European Georges Pompidou Hospital, AP-HP - Paris Descartes University, Paris, France
| | - H Lu
- Université Sorbonne Paris Cité, INSERM UMR-S1147, CNRS SNC 5014, Centre Universitaire des Saints-Pères, Equipe labélisée LIGUE Contre le Cancer, Paris, France
| | - F Garlan
- Université Sorbonne Paris Cité, INSERM UMR-S1147, CNRS SNC 5014, Centre Universitaire des Saints-Pères, Equipe labélisée LIGUE Contre le Cancer, Paris, France
| | - V Taly
- Université Sorbonne Paris Cité, INSERM UMR-S1147, CNRS SNC 5014, Centre Universitaire des Saints-Pères, Equipe labélisée LIGUE Contre le Cancer, Paris, France.
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125
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Liu WW, Zhu Y, Feng YM, Fang J, Fang Q. Droplet-Based Multivolume Digital Polymerase Chain Reaction by a Surface-Assisted Multifactor Fluid Segmentation Approach. Anal Chem 2016; 89:822-829. [DOI: 10.1021/acs.analchem.6b03687] [Citation(s) in RCA: 50] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Affiliation(s)
- Wen-Wen Liu
- Institute of Microanalytical Systems, Department
of Chemistry and Innovation Center for Cell Signaling
Network, Zhejiang University, Hangzhou, 310058, China
| | - Ying Zhu
- Institute of Microanalytical Systems, Department
of Chemistry and Innovation Center for Cell Signaling
Network, Zhejiang University, Hangzhou, 310058, China
| | - Yi-Ming Feng
- Department
of Cell Biology, China Medical University, Shenyang, 110001, China
| | - Jin Fang
- Department
of Cell Biology, China Medical University, Shenyang, 110001, China
| | - Qun Fang
- Institute of Microanalytical Systems, Department
of Chemistry and Innovation Center for Cell Signaling
Network, Zhejiang University, Hangzhou, 310058, China
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126
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Zilionis R, Nainys J, Veres A, Savova V, Zemmour D, Klein AM, Mazutis L. Single-cell barcoding and sequencing using droplet microfluidics. Nat Protoc 2016; 12:44-73. [PMID: 27929523 DOI: 10.1038/nprot.2016.154] [Citation(s) in RCA: 434] [Impact Index Per Article: 54.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
Single-cell RNA sequencing has recently emerged as a powerful tool for mapping cellular heterogeneity in diseased and healthy tissues, yet high-throughput methods are needed for capturing the unbiased diversity of cells. Droplet microfluidics is among the most promising candidates for capturing and processing thousands of individual cells for whole-transcriptome or genomic analysis in a massively parallel manner with minimal reagent use. We recently established a method called inDrops, which has the capability to index >15,000 cells in an hour. A suspension of cells is first encapsulated into nanoliter droplets with hydrogel beads (HBs) bearing barcoding DNA primers. Cells are then lysed and mRNA is barcoded (indexed) by a reverse transcription (RT) reaction. Here we provide details for (i) establishing an inDrops platform (1 d); (ii) performing hydrogel bead synthesis (4 d); (iii) encapsulating and barcoding cells (1 d); and (iv) RNA-seq library preparation (2 d). inDrops is a robust and scalable platform, and it is unique in its ability to capture and profile >75% of cells in even very small samples, on a scale of thousands or tens of thousands of cells.
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Affiliation(s)
- Rapolas Zilionis
- Institute of Biotechnology, Vilnius University, Vilnius, Lithuania.,Department of Systems Biology, Harvard Medical School, Boston, Massachusetts, USA
| | - Juozas Nainys
- Institute of Biotechnology, Vilnius University, Vilnius, Lithuania
| | - Adrian Veres
- Department of Systems Biology, Harvard Medical School, Boston, Massachusetts, USA.,Department of Stem Cell and Regenerative Biology, Harvard University, Cambridge, Massachusetts, USA.,Harvard Stem Cell Institute, Harvard University, Cambridge, Massachusetts, USA
| | - Virginia Savova
- Department of Systems Biology, Harvard Medical School, Boston, Massachusetts, USA
| | - David Zemmour
- Division of Immunology, Department of Microbiology and Immunobiology, Harvard Medical School, Boston, Massachusetts, USA
| | - Allon M Klein
- Department of Systems Biology, Harvard Medical School, Boston, Massachusetts, USA
| | - Linas Mazutis
- Institute of Biotechnology, Vilnius University, Vilnius, Lithuania
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127
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Affiliation(s)
- Yi Zhang
- Department of Applied Chemistry, School of Engineering, The University of Tokyo , 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-8656, Japan
| | - Hiroyuki Noji
- Department of Applied Chemistry, School of Engineering, The University of Tokyo , 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-8656, Japan.,Japan Science and Technology Agency , Tokyo 102-0076, Japan
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128
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Chan CL, Bolognesi G, Bhandarkar A, Friddin MS, Brooks NJ, Seddon JM, Law RV, Barter LMC, Ces O. DROPLAY: laser writing of functional patterns within biological microdroplet displays. LAB ON A CHIP 2016; 16:4621-4627. [PMID: 27797387 DOI: 10.1039/c6lc01219a] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
In this study, we introduce an optofluidic method for the rapid construction of large-area cell-sized droplet assemblies with user-defined, re-writable, two-dimensional patterns of functional droplets. Light responsive water-in-oil droplets capable of releasing fluorescent dye molecules upon exposure were generated and self-assembled into arrays inside a microfluidic device. This biological architecture was exploited by the scanning laser of a confocal microscope to 'write' user defined patterns of differentiated (fluorescent) droplets in a network of originally undifferentiated (non-fluorescent) droplets. As a result, long lasting images were produced on a droplet fabric with droplets acting as pixels of a biological monitor, which can be erased and re-written on-demand. Regio-specific light-induced droplet differentiation within a large population of droplets provides a new paradigm for the rapid construction of bio-synthetic systems with potential as tissue mimics and biological display materials.
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Affiliation(s)
- Chi Long Chan
- Department of Chemistry, Imperial College London, London, UK.
| | - Guido Bolognesi
- Department of Chemistry, Imperial College London, London, UK.
| | - Archis Bhandarkar
- Department of Biological Engineering, Massachusetts Institute of Technology, USA
| | - Mark S Friddin
- Department of Chemistry, Imperial College London, London, UK.
| | | | - John M Seddon
- Department of Chemistry, Imperial College London, London, UK.
| | - Robert V Law
- Department of Chemistry, Imperial College London, London, UK.
| | | | - Oscar Ces
- Department of Chemistry, Imperial College London, London, UK.
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129
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Nakashoji Y, Tanaka H, Tsukagoshi K, Hashimoto M. A poly(dimethylsiloxane) microfluidic sheet reversibly adhered on a glass plate for creation of emulsion droplets for droplet digital PCR. Electrophoresis 2016; 38:296-304. [DOI: 10.1002/elps.201600309] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2016] [Revised: 08/21/2016] [Accepted: 08/21/2016] [Indexed: 12/29/2022]
Affiliation(s)
- Yuta Nakashoji
- Department of Chemical Engineering and Materials Science, Faculty of Science and Engineering; Doshisha University; Kyotanabe Kyoto Japan
| | - Hironari Tanaka
- Department of Chemical Engineering and Materials Science, Faculty of Science and Engineering; Doshisha University; Kyotanabe Kyoto Japan
| | - Kazuhiko Tsukagoshi
- Department of Chemical Engineering and Materials Science, Faculty of Science and Engineering; Doshisha University; Kyotanabe Kyoto Japan
| | - Masahiko Hashimoto
- Department of Chemical Engineering and Materials Science, Faculty of Science and Engineering; Doshisha University; Kyotanabe Kyoto Japan
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130
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Instrument for Real-Time Digital Nucleic Acid Amplification on Custom Microfluidic Devices. PLoS One 2016; 11:e0163060. [PMID: 27760148 PMCID: PMC5070811 DOI: 10.1371/journal.pone.0163060] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2016] [Accepted: 09/01/2016] [Indexed: 11/25/2022] Open
Abstract
Nucleic acid amplification tests that are coupled with a digital readout enable the absolute quantification of single molecules, even at ultralow concentrations. Digital methods are robust, versatile and compatible with many amplification chemistries including isothermal amplification, making them particularly invaluable to assays that require sensitive detection, such as the quantification of viral load in occult infections or detection of sparse amounts of DNA from forensic samples. A number of microfluidic platforms are being developed for carrying out digital amplification. However, the mechanistic investigation and optimization of digital assays has been limited by the lack of real-time kinetic information about which factors affect the digital efficiency and analytical sensitivity of a reaction. Commercially available instruments that are capable of tracking digital reactions in real-time are restricted to only a small number of device types and sample-preparation strategies. Thus, most researchers who wish to develop, study, or optimize digital assays rely on the rate of the amplification reaction when performed in a bulk experiment, which is now recognized as an unreliable predictor of digital efficiency. To expand our ability to study how digital reactions proceed in real-time and enable us to optimize both the digital efficiency and analytical sensitivity of digital assays, we built a custom large-format digital real-time amplification instrument that can accommodate a wide variety of devices, amplification chemistries and sample-handling conditions. Herein, we validate this instrument, we provide detailed schematics that will enable others to build their own custom instruments, and we include a complete custom software suite to collect and analyze the data retrieved from the instrument. We believe assay optimizations enabled by this instrument will improve the current limits of nucleic acid detection and quantification, improving our fundamental understanding of single-molecule reactions and providing advancements in practical applications such as medical diagnostics, forensics and environmental sampling.
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131
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Seiffert S. Microfluidics and Macromolecules: Top-Down Analytics and Bottom-Up Engineering of Soft Matter at Small Scales. MACROMOL CHEM PHYS 2016. [DOI: 10.1002/macp.201600280] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Affiliation(s)
- Sebastian Seiffert
- Johannes Gutenberg-Universität Mainz; Institute of Physical Chemistry; Duesbergweg 10-14 55128 Mainz Germany
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132
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Butchbach MER. Applicability of digital PCR to the investigation of pediatric-onset genetic disorders. BIOMOLECULAR DETECTION AND QUANTIFICATION 2016; 10:9-14. [PMID: 27990344 PMCID: PMC5154671 DOI: 10.1016/j.bdq.2016.06.002] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 04/20/2016] [Revised: 06/08/2016] [Accepted: 06/21/2016] [Indexed: 12/12/2022]
Abstract
Early-onset rare diseases have a strong impact on child healthcare even though the incidence of each of these diseases is relatively low. In order to better manage the care of these children, it is imperative to quickly diagnose the molecular bases for these disorders as well as to develop technologies with prognostic potential. Digital PCR (dPCR) is well suited for this role by providing an absolute quantification of the target DNA within a sample. This review illustrates how dPCR can be used to identify genes associated with pediatric-onset disorders, to identify copy number status of important disease-causing genes and variants and to quantify modifier genes. It is also a powerful technology to track changes in genomic biomarkers with disease progression. Based on its capability to accurately and reliably detect genomic alterations with high sensitivity and a large dynamic detection range, dPCR has the potential to become the tool of choice for the verification of pediatric disease-associated mutations identified by next generation sequencing, copy number determination and noninvasive prenatal screening.
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Affiliation(s)
- Matthew E R Butchbach
- Center for Applied Clinical Genomics, Nemours Biomedical Research, Nemours Alfred I. duPont Hospital for Children, Wilmington, DE, USA; Center for Pediatric Research, Nemours Biomedical Research, Nemours Alfred I. duPont Hospital for Children, Wilmington, DE, USA; Department of Biological Sciences, University of Delaware, Newark, DE, USA; Department of Pediatrics, Thomas Jefferson University, Philadelphia, PA, USA
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133
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Microfluidic Devices for Forensic DNA Analysis: A Review. BIOSENSORS-BASEL 2016; 6:bios6030041. [PMID: 27527231 PMCID: PMC5039660 DOI: 10.3390/bios6030041] [Citation(s) in RCA: 76] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/08/2016] [Revised: 07/07/2016] [Accepted: 07/25/2016] [Indexed: 12/16/2022]
Abstract
Microfluidic devices may offer various advantages for forensic DNA analysis, such as reduced risk of contamination, shorter analysis time and direct application at the crime scene. Microfluidic chip technology has already proven to be functional and effective within medical applications, such as for point-of-care use. In the forensic field, one may expect microfluidic technology to become particularly relevant for the analysis of biological traces containing human DNA. This would require a number of consecutive steps, including sample work up, DNA amplification and detection, as well as secure storage of the sample. This article provides an extensive overview of microfluidic devices for cell lysis, DNA extraction and purification, DNA amplification and detection and analysis techniques for DNA. Topics to be discussed are polymerase chain reaction (PCR) on-chip, digital PCR (dPCR), isothermal amplification on-chip, chip materials, integrated devices and commercially available techniques. A critical overview of the opportunities and challenges of the use of chips is discussed, and developments made in forensic DNA analysis over the past 10–20 years with microfluidic systems are described. Areas in which further research is needed are indicated in a future outlook.
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134
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Garrigou S, Perkins G, Garlan F, Normand C, Didelot A, Le Corre D, Peyvandi S, Mulot C, Niarra R, Aucouturier P, Chatellier G, Nizard P, Perez-Toralla K, Zonta E, Charpy C, Pujals A, Barau C, Bouché O, Emile JF, Pezet D, Bibeau F, Hutchison JB, Link DR, Zaanan A, Laurent-Puig P, Sobhani I, Taly V. A Study of Hypermethylated Circulating Tumor DNA as a Universal Colorectal Cancer Biomarker. Clin Chem 2016; 62:1129-39. [DOI: 10.1373/clinchem.2015.253609] [Citation(s) in RCA: 90] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2016] [Accepted: 04/28/2016] [Indexed: 12/18/2022]
Abstract
Abstract
BACKGROUND
Circulating tumor DNA (ctDNA) has emerged as a good candidate for tracking tumor dynamics in different cancer types, potentially avoiding repeated tumor biopsies. Many different genes can be mutated within a tumor, complicating procedures for tumor monitoring, even with highly sensitive next-generation sequencing (NGS) strategies. Droplet-based digital PCR (dPCR) is a highly sensitive and quantitative procedure, allowing detection of very low amounts of circulating tumor genetic material, but can be limited in the total number of target loci monitored.
METHODS
We analyzed hypermethylation of 3 genes, by use of droplet-based dPCR in different stages of colorectal cancer (CRC), to identify universal markers for tumor follow-up.
RESULTS
Hypermethylation of WIF1 (WNT inhibitory factor 1) and NPY (neuropeptide Y) genes was significantly higher in tumor tissue compared to normal tissue, independently of tumor stage. All tumor tissues appeared positive for one of the 2 markers. Methylated ctDNA (MetctDNA) was detected in 80% of metastatic CRC and 45% of localized CRC. For samples with detectable mutations in ctDNA, MetctDNA and mutant ctDNA (MutctDNA) fractions were correlated. During follow-up of different stage CRC patients, MetctDNA changes allowed monitoring of tumor evolution.
CONCLUSIONS
These results indicate that MetctDNA could be used as a universal surrogate marker for tumor follow-up in CRC patients, and monitoring MetctDNA by droplet-based dPCR could avoid the need for monitoring mutations.
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Affiliation(s)
- Sonia Garrigou
- Université Paris Sorbonne Cité, INSERM UMR-S1147, CNRS SNC5014, Centre Universitaire des Saints-Pères, Paris Cedex 06, France. Equipe labélisée Ligue contre le cancer
| | - Geraldine Perkins
- Université Paris Sorbonne Cité, INSERM UMR-S1147, CNRS SNC5014, Centre Universitaire des Saints-Pères, Paris Cedex 06, France. Equipe labélisée Ligue contre le cancer
- Department of Digestive Oncology, AP-HP, European Georges Pompidou Hospital, Paris Descartes University, Paris, France
| | - Fanny Garlan
- Université Paris Sorbonne Cité, INSERM UMR-S1147, CNRS SNC5014, Centre Universitaire des Saints-Pères, Paris Cedex 06, France. Equipe labélisée Ligue contre le cancer
| | - Corinne Normand
- Université Paris Sorbonne Cité, INSERM UMR-S1147, CNRS SNC5014, Centre Universitaire des Saints-Pères, Paris Cedex 06, France. Equipe labélisée Ligue contre le cancer
| | - Audrey Didelot
- Université Paris Sorbonne Cité, INSERM UMR-S1147, CNRS SNC5014, Centre Universitaire des Saints-Pères, Paris Cedex 06, France. Equipe labélisée Ligue contre le cancer
| | - Delphine Le Corre
- Université Paris Sorbonne Cité, INSERM UMR-S1147, CNRS SNC5014, Centre Universitaire des Saints-Pères, Paris Cedex 06, France. Equipe labélisée Ligue contre le cancer
| | - Sanam Peyvandi
- Department of Gastroenterology, Henri-Mondor Hospital-APHP and EA 7375-EC2M3 Laboratory, University of Paris Est Creteil Val de Marne, Creteil, France
| | - Claire Mulot
- Université Paris Sorbonne Cité, INSERM UMR-S1147, CNRS SNC5014, Centre Universitaire des Saints-Pères, Paris Cedex 06, France. Equipe labélisée Ligue contre le cancer
- CRB Epigenetec, INSERM UMR-S1147, Centre Universitaire des Saints-Pères, Paris Cedex 06, France
| | - Ralph Niarra
- CIC-EC4 URC HEGP, AP-HP, Hôpitaux Universitaires Paris Ouest, Paris, France
| | | | - Gilles Chatellier
- CIC-EC4 URC HEGP, AP-HP, Hôpitaux Universitaires Paris Ouest, Paris, France
| | - Philippe Nizard
- Université Paris Sorbonne Cité, INSERM UMR-S1147, CNRS SNC5014, Centre Universitaire des Saints-Pères, Paris Cedex 06, France. Equipe labélisée Ligue contre le cancer
| | - Karla Perez-Toralla
- Université Paris Sorbonne Cité, INSERM UMR-S1147, CNRS SNC5014, Centre Universitaire des Saints-Pères, Paris Cedex 06, France. Equipe labélisée Ligue contre le cancer
| | - Eleonora Zonta
- Université Paris Sorbonne Cité, INSERM UMR-S1147, CNRS SNC5014, Centre Universitaire des Saints-Pères, Paris Cedex 06, France. Equipe labélisée Ligue contre le cancer
| | - Cecile Charpy
- Department of Gastroenterology, Henri-Mondor Hospital-APHP and EA 7375-EC2M3 Laboratory, University of Paris Est Creteil Val de Marne, Creteil, France
| | - Anais Pujals
- INSERM U955, University of Paris Est Creteil Val de Marne and Department of Pathology, AP-HP, Henri-Mondor Hospital, Créteil, France
| | | | - Olivier Bouché
- Service d'hépatogastroentérologie et de cancérologie digestive, CHU de Reims, Hôpital Robert-Debré, Reims Cedex, France
| | - Jean-François Emile
- Department of Pathology, Hôpital Ambroise Paré, AP-HP, Université de Versailles St Quentin en Yvelines, Boulogne-Billancourt, France
| | - Denis Pezet
- CHU Clermont Ferrand, Clermont Ferrand Cedex 1, France
| | - Frederic Bibeau
- Service d'Anatomo-Pathologie, Centre Val d'Aurelle Paul-Lamarque, Montpellier, France
| | | | | | - Aziz Zaanan
- Université Paris Sorbonne Cité, INSERM UMR-S1147, CNRS SNC5014, Centre Universitaire des Saints-Pères, Paris Cedex 06, France. Equipe labélisée Ligue contre le cancer
- Department of Digestive Oncology, AP-HP, European Georges Pompidou Hospital, Paris Descartes University, Paris, France
| | - Pierre Laurent-Puig
- Université Paris Sorbonne Cité, INSERM UMR-S1147, CNRS SNC5014, Centre Universitaire des Saints-Pères, Paris Cedex 06, France. Equipe labélisée Ligue contre le cancer
- Department of Biology, European Georges Pompidou Hospital, AP-HP, Paris Descartes University, Paris, France
| | - Iradj Sobhani
- Department of Gastroenterology, Henri-Mondor Hospital-APHP and EA 7375-EC2M3 Laboratory, University of Paris Est Creteil Val de Marne, Creteil, France
| | - Valerie Taly
- Université Paris Sorbonne Cité, INSERM UMR-S1147, CNRS SNC5014, Centre Universitaire des Saints-Pères, Paris Cedex 06, France. Equipe labélisée Ligue contre le cancer
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135
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Wen N, Zhao Z, Fan B, Chen D, Men D, Wang J, Chen J. Development of Droplet Microfluidics Enabling High-Throughput Single-Cell Analysis. Molecules 2016; 21:E881. [PMID: 27399651 PMCID: PMC6272933 DOI: 10.3390/molecules21070881] [Citation(s) in RCA: 54] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2016] [Revised: 06/27/2016] [Accepted: 06/28/2016] [Indexed: 12/20/2022] Open
Abstract
This article reviews recent developments in droplet microfluidics enabling high-throughput single-cell analysis. Five key aspects in this field are included in this review: (1) prototype demonstration of single-cell encapsulation in microfluidic droplets; (2) technical improvements of single-cell encapsulation in microfluidic droplets; (3) microfluidic droplets enabling single-cell proteomic analysis; (4) microfluidic droplets enabling single-cell genomic analysis; and (5) integrated microfluidic droplet systems enabling single-cell screening. We examine the advantages and limitations of each technique and discuss future research opportunities by focusing on key performances of throughput, multifunctionality, and absolute quantification.
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Affiliation(s)
- Na Wen
- Institute of Electronics, Chinese Academy of Sciences, Beijing 100190, China.
| | - Zhan Zhao
- Institute of Electronics, Chinese Academy of Sciences, Beijing 100190, China.
| | - Beiyuan Fan
- Institute of Electronics, Chinese Academy of Sciences, Beijing 100190, China.
| | - Deyong Chen
- Institute of Electronics, Chinese Academy of Sciences, Beijing 100190, China.
| | - Dong Men
- Wuhan Institute of Virology, Chinese Academy of Sciences, Wuhan 430071, China.
| | - Junbo Wang
- Institute of Electronics, Chinese Academy of Sciences, Beijing 100190, China.
| | - Jian Chen
- Institute of Electronics, Chinese Academy of Sciences, Beijing 100190, China.
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136
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Aigrain L, Gu Y, Quail MA. Quantitation of next generation sequencing library preparation protocol efficiencies using droplet digital PCR assays - a systematic comparison of DNA library preparation kits for Illumina sequencing. BMC Genomics 2016; 17:458. [PMID: 27297323 PMCID: PMC4906846 DOI: 10.1186/s12864-016-2757-4] [Citation(s) in RCA: 43] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2015] [Accepted: 05/19/2016] [Indexed: 02/03/2023] Open
Abstract
Background The emergence of next-generation sequencing (NGS) technologies in the past decade has allowed the democratization of DNA sequencing both in terms of price per sequenced bases and ease to produce DNA libraries. When it comes to preparing DNA sequencing libraries for Illumina, the current market leader, a plethora of kits are available and it can be difficult for the users to determine which kit is the most appropriate and efficient for their applications; the main concerns being not only cost but also minimal bias, yield and time efficiency. Results We compared 9 commercially available library preparation kits in a systematic manner using the same DNA sample by probing the amount of DNA remaining after each protocol steps using a new droplet digital PCR (ddPCR) assay. This method allows the precise quantification of fragments bearing either adaptors or P5/P7 sequences on both ends just after ligation or PCR enrichment. We also investigated the potential influence of DNA input and DNA fragment size on the final library preparation efficiency. The overall library preparations efficiencies of the libraries show important variations between the different kits with the ones combining several steps into a single one exhibiting some final yields 4 to 7 times higher than the other kits. Detailed ddPCR data also reveal that the adaptor ligation yield itself varies by more than a factor of 10 between kits, certain ligation efficiencies being so low that it could impair the original library complexity and impoverish the sequencing results. When a PCR enrichment step is necessary, lower adaptor-ligated DNA inputs leads to greater amplification yields, hiding the latent disparity between kits. Conclusion We describe a ddPCR assay that allows us to probe the efficiency of the most critical step in the library preparation, ligation, and to draw conclusion on which kits is more likely to preserve the sample heterogeneity and reduce the need of amplification. Electronic supplementary material The online version of this article (doi:10.1186/s12864-016-2757-4) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Louise Aigrain
- Wellcome Trust Sanger Institute, Wellcome Trust Campus, Hinxton, Cambs, CB10 1SA, UK.
| | - Yong Gu
- Wellcome Trust Sanger Institute, Wellcome Trust Campus, Hinxton, Cambs, CB10 1SA, UK
| | - Michael A Quail
- Wellcome Trust Sanger Institute, Wellcome Trust Campus, Hinxton, Cambs, CB10 1SA, UK
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137
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Ferraro D, Champ J, Teste B, Serra M, Malaquin L, Viovy JL, de Cremoux P, Descroix S. Microfluidic platform combining droplets and magnetic tweezers: application to HER2 expression in cancer diagnosis. Sci Rep 2016; 6:25540. [PMID: 27157697 PMCID: PMC4860594 DOI: 10.1038/srep25540] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2016] [Accepted: 04/18/2016] [Indexed: 01/25/2023] Open
Abstract
The development of precision medicine, together with the multiplication of targeted therapies and associated molecular biomarkers, call for major progress in genetic analysis methods, allowing increased multiplexing and the implementation of more complex decision trees, without cost increase or loss of robustness. We present a platform combining droplet microfluidics and magnetic tweezers, performing RNA purification, reverse transcription and amplification in a fully automated and programmable way, in droplets of 250nL directly sampled from a microtiter-plate. This platform decreases sample consumption about 100 fold as compared to current robotized platforms and it reduces human manipulations and contamination risk. The platform’s performance was first evaluated on cell lines, showing robust operation on RNA quantities corresponding to less than one cell, and then clinically validated with a cohort of 21 breast cancer samples, for the determination of their HER2 expression status, in a blind comparison with an established routine clinical analysis.
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Affiliation(s)
- Davide Ferraro
- Institut Curie, PSL Research University, Laboratoire Physicochimie, CNRS/UMR 168, Institut Pierre-Gilles de Gennes, MMBM group, Paris, France
| | - Jérôme Champ
- APHP Hôpital Saint-Louis, Molecular Oncology Unit, University Paris-Diderot, INSERM/CNRS, UMR944/7212, Paris, France
| | - Bruno Teste
- Institut Curie, PSL Research University, Laboratoire Physicochimie, CNRS/UMR 168, Institut Pierre-Gilles de Gennes, MMBM group, Paris, France
| | - Marco Serra
- Institut Curie, PSL Research University, Laboratoire Physicochimie, CNRS/UMR 168, Institut Pierre-Gilles de Gennes, MMBM group, Paris, France
| | | | - Jean-Louis Viovy
- Institut Curie, PSL Research University, Laboratoire Physicochimie, CNRS/UMR 168, Institut Pierre-Gilles de Gennes, MMBM group, Paris, France
| | - Patricia de Cremoux
- APHP Hôpital Saint-Louis, Molecular Oncology Unit, University Paris-Diderot, INSERM/CNRS, UMR944/7212, Paris, France
| | - Stephanie Descroix
- Institut Curie, PSL Research University, Laboratoire Physicochimie, CNRS/UMR 168, Institut Pierre-Gilles de Gennes, MMBM group, Paris, France
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138
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Hansen RH, Timm AC, Timm CM, Bible AN, Morrell-Falvey JL, Pelletier DA, Simpson ML, Doktycz MJ, Retterer ST. Stochastic Assembly of Bacteria in Microwell Arrays Reveals the Importance of Confinement in Community Development. PLoS One 2016; 11:e0155080. [PMID: 27152511 PMCID: PMC4859483 DOI: 10.1371/journal.pone.0155080] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2016] [Accepted: 04/24/2016] [Indexed: 12/26/2022] Open
Abstract
The structure and function of microbial communities is deeply influenced by the physical and chemical architecture of the local microenvironment and the abundance of its community members. The complexity of this natural parameter space has made characterization of the key drivers of community development difficult. In order to facilitate these characterizations, we have developed a microwell platform designed to screen microbial growth and interactions across a wide variety of physical and initial conditions. Assembly of microbial communities into microwells was achieved using a novel biofabrication method that exploits well feature sizes for control of innoculum levels. Wells with incrementally smaller size features created populations with increasingly larger variations in inoculum levels. This allowed for reproducible growth measurement in large (20 μm diameter) wells, and screening for favorable growth conditions in small (5, 10 μm diameter) wells. We demonstrate the utility of this approach for screening and discovery using 5 μm wells to assemble P. aeruginosa colonies across a broad distribution of innoculum levels, and identify those conditions that promote the highest probability of survivial and growth under spatial confinement. Multi-member community assembly was also characterized to demonstrate the broad potential of this platform for studying the role of member abundance on microbial competition, mutualism and community succession.
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Affiliation(s)
- Ryan H Hansen
- Kansas State University, Manhattan, Kansas, United States of America.,The University of Tennessee, Knoxville, Tennessee, United States of America
| | - Andrea C Timm
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, United States of America
| | - Collin M Timm
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, United States of America
| | - Amber N Bible
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, United States of America
| | - Jennifer L Morrell-Falvey
- The University of Tennessee, Knoxville, Tennessee, United States of America.,Oak Ridge National Laboratory, Oak Ridge, Tennessee, United States of America
| | - Dale A Pelletier
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, United States of America
| | - Michael L Simpson
- The University of Tennessee, Knoxville, Tennessee, United States of America.,Oak Ridge National Laboratory, Oak Ridge, Tennessee, United States of America
| | - Mitchel J Doktycz
- The University of Tennessee, Knoxville, Tennessee, United States of America.,Oak Ridge National Laboratory, Oak Ridge, Tennessee, United States of America
| | - Scott T Retterer
- The University of Tennessee, Knoxville, Tennessee, United States of America.,Oak Ridge National Laboratory, Oak Ridge, Tennessee, United States of America
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139
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Araci IE, Robles M, Quake SR. A reusable microfluidic device provides continuous measurement capability and improves the detection limit of digital biology. LAB ON A CHIP 2016; 16:1573-1578. [PMID: 27072314 DOI: 10.1039/c6lc00194g] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
Current digital biology platforms lack the ability to perform continuous measurements for transient analysis. A fundamental challenge is to perform complex fluidic manipulation processes such as washing and mixing in individual reaction volumes. Here, we present a reusable digital biology platform where the reaction compartmentalization and commencement are controlled by micromechanical valves fabricated in high density through microfluidic very large scale integration (mVLSI) technology. Background noise correction enabled by the platform improves signal-to-noise ratio and thus eliminates the need for sophisticated imaging technologies. We have used the detection platform for probing single molecules of the β-galactosidase enzyme. The measurements were repeated hundreds of times at concentrations as low as 0.8 fM (resulting in a theoretical detection limit of 3 aM). We have also demonstrated multiple TNF-α measurements with a magnetic bead based digital ELISA assay. The assay showed that the average number of enzymes per magnetic bead is 0.55 for 10 pM TNF-α (compared to 0.08 for negative control). This automated and reusable digital platform allows on-chip assay preparation and continuous measurements; as a result, it will enable single cell/enzyme studies and clinical diagnostic tests (i.e. digital ELISA) to be performed in shorter time scales and with lower detection limits.
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Affiliation(s)
- I Emre Araci
- Department of Bioengineering, Stanford University, Stanford, CA 94305, USA. and Howard Hughes Medical Institute, Stanford, CA 94305, USA
| | - Michael Robles
- Howard Hughes Medical Institute, Stanford, CA 94305, USA
| | - Stephen R Quake
- Department of Bioengineering, Stanford University, Stanford, CA 94305, USA. and Howard Hughes Medical Institute, Stanford, CA 94305, USA
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140
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Shembekar N, Chaipan C, Utharala R, Merten CA. Droplet-based microfluidics in drug discovery, transcriptomics and high-throughput molecular genetics. LAB ON A CHIP 2016; 16:1314-31. [PMID: 27025767 DOI: 10.1039/c6lc00249h] [Citation(s) in RCA: 215] [Impact Index Per Article: 26.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
Droplet-based microfluidics enables assays to be carried out at very high throughput (up to thousands of samples per second) and enables researchers to work with very limited material, such as primary cells, patient's biopsies or expensive reagents. An additional strength of the technology is the possibility to perform large-scale genotypic or phenotypic screens at the single-cell level. Here we critically review the latest developments in antibody screening, drug discovery and highly multiplexed genomic applications such as targeted genetic workflows, single-cell RNAseq and single-cell ChIPseq. Starting with a comprehensive introduction for non-experts, we pinpoint current limitations, analyze how they might be overcome and give an outlook on exciting future applications.
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Affiliation(s)
- Nachiket Shembekar
- European Molecular Biology Laboratory (EMBL), Genome Biology Unit, Meyerhofstrasse 1, Heidelberg, Germany.
| | - Chawaree Chaipan
- European Molecular Biology Laboratory (EMBL), Genome Biology Unit, Meyerhofstrasse 1, Heidelberg, Germany.
| | - Ramesh Utharala
- European Molecular Biology Laboratory (EMBL), Genome Biology Unit, Meyerhofstrasse 1, Heidelberg, Germany.
| | - Christoph A Merten
- European Molecular Biology Laboratory (EMBL), Genome Biology Unit, Meyerhofstrasse 1, Heidelberg, Germany.
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141
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Dong L, Chen DW, Liu SJ, Du W. Automated Chemotactic Sorting and Single-cell Cultivation of Microbes using Droplet Microfluidics. Sci Rep 2016; 6:24192. [PMID: 27074762 PMCID: PMC4831006 DOI: 10.1038/srep24192] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2016] [Accepted: 03/22/2016] [Indexed: 11/10/2022] Open
Abstract
We report a microfluidic device for automated sorting and cultivation of chemotactic microbes from pure cultures or mixtures. The device consists of two parts: in the first part, a concentration gradient of the chemoeffector was built across the channel for inducing chemotaxis of motile cells; in the second part, chemotactic cells from the sample were separated, and mixed with culture media to form nanoliter droplets for encapsulation, cultivation, enumeration, and recovery of single cells. Chemotactic responses were assessed by imaging and statistical analysis of droplets based on Poisson distribution. An automated procedure was developed for rapid enumeration of droplets with cell growth, following with scale-up cultivation on agar plates. The performance of the device was evaluated by the chemotaxis assays of Escherichia coli (E. coli) RP437 and E. coli RP1616. Moreover, enrichment and isolation of non-labelled Comamonas testosteroni CNB-1 from its 1:10 mixture with E. coli RP437 was demonstrated. The enrichment factor reached 36.7 for CNB-1, based on its distinctive chemotaxis toward 4-hydroxybenzoic acid. We believe that this device can be widely used in chemotaxis studies without necessarily relying on fluorescent labelling, and isolation of functional microbial species from various environments.
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Affiliation(s)
- Libing Dong
- Department of Chemistry, Renmin University of China, Beijing 100872, China.,State Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences, Beijing 100101, China
| | - Dong-Wei Chen
- State Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences, Beijing 100101, China
| | - Shuang-Jiang Liu
- State Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences, Beijing 100101, China
| | - Wenbin Du
- State Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences, Beijing 100101, China
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142
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Picoliter Well Array Chip-Based Digital Recombinase Polymerase Amplification for Absolute Quantification of Nucleic Acids. PLoS One 2016; 11:e0153359. [PMID: 27074005 PMCID: PMC4830604 DOI: 10.1371/journal.pone.0153359] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2016] [Accepted: 03/29/2016] [Indexed: 11/28/2022] Open
Abstract
Absolute, precise quantification methods expand the scope of nucleic acids research and have many practical applications. Digital polymerase chain reaction (dPCR) is a powerful method for nucleic acid detection and absolute quantification. However, it requires thermal cycling and accurate temperature control, which are difficult in resource-limited conditions. Accordingly, isothermal methods, such as recombinase polymerase amplification (RPA), are more attractive. We developed a picoliter well array (PWA) chip with 27,000 consistently sized picoliter reactions (314 pL) for isothermal DNA quantification using digital RPA (dRPA) at 39°C. Sample loading using a scraping liquid blade was simple, fast, and required small reagent volumes (i.e., <20 μL). Passivating the chip surface using a methoxy-PEG-silane agent effectively eliminated cross-contamination during dRPA. Our creative optical design enabled wide-field fluorescence imaging in situ and both end-point and real-time analyses of picoliter wells in a 6-cm2 area. It was not necessary to use scan shooting and stitch serial small images together. Using this method, we quantified serial dilutions of a Listeria monocytogenes gDNA stock solution from 9 × 10-1 to 4 × 10-3 copies per well with an average error of less than 11% (N = 15). Overall dRPA-on-chip processing required less than 30 min, which was a 4-fold decrease compared to dPCR, requiring approximately 2 h. dRPA on the PWA chip provides a simple and highly sensitive method to quantify nucleic acids without thermal cycling or precise micropump/microvalve control. It has applications in fast field analysis and critical clinical diagnostics under resource-limited settings.
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143
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Derzsi L, Kaminski TS, Garstecki P. Antibiograms in five pipetting steps: precise dilution assays in sub-microliter volumes with a conventional pipette. LAB ON A CHIP 2016; 16:893-901. [PMID: 26805579 DOI: 10.1039/c5lc01151e] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/05/2023]
Abstract
We demonstrate a standalone microfluidic chip that allows us to carry out commonly executed antibiotic susceptibility assays in an array of nanoliter droplets. We eliminated the need for automation in performing an exemplary complicated liquid handling assay on a chip. Operations on droplets are hard-wired into the microfluidic chip. The liquid handling protocol can be executed with a simple and commonly available source of flow such as an automatic manual pipette. The system passively prepares a series of dilutions of a chemical compound and mixes them with portions of the sample. The precision of metering, merging, mixing, and splitting of discrete portions of liquid samples is rooted in the passive capillary action in microfluidic traps and not in the precision of dosing with a pipette. We show an exemplary use of the device in the determination of the minimum inhibitory concentration (MIC) of ampicillin against E. coli ATCC 25922.
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Affiliation(s)
- Ladislav Derzsi
- Institute of Physical Chemistry, Polish Academy of Sciences, Kasprzaka 44/52, 01-224 Warsaw, Poland. and University of Padova, Department of Physics and Astronomy, Via Marzolo 8, 35131 Padova, Italy
| | - Tomasz S Kaminski
- Institute of Physical Chemistry, Polish Academy of Sciences, Kasprzaka 44/52, 01-224 Warsaw, Poland.
| | - Piotr Garstecki
- Institute of Physical Chemistry, Polish Academy of Sciences, Kasprzaka 44/52, 01-224 Warsaw, Poland.
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144
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Xu P, Zheng X, Tao Y, Du W. Cross-Interface Emulsification for Generating Size-Tunable Droplets. Anal Chem 2016; 88:3171-7. [DOI: 10.1021/acs.analchem.5b04510] [Citation(s) in RCA: 54] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- 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
| | - Yi Tao
- State
Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences, Beijing 100101, China
| | - Wenbin Du
- State
Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences, Beijing 100101, China
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145
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Ding Y, Qiu F, Casadevall I Solvas X, Chiu FWY, Nelson BJ, deMello A. Microfluidic-Based Droplet and Cell Manipulations Using Artificial Bacterial Flagella. MICROMACHINES 2016; 7:E25. [PMID: 30407399 PMCID: PMC6190376 DOI: 10.3390/mi7020025] [Citation(s) in RCA: 39] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/04/2016] [Revised: 02/02/2016] [Accepted: 02/03/2016] [Indexed: 01/09/2023]
Abstract
Herein, we assess the functionality of magnetic helical microswimmers as basic tools for the manipulation of soft materials, including microdroplets and single cells. Their ability to perform a range of unit operations is evaluated and the operational challenges associated with their use are established. In addition, we also report on interactions observed between the head of such helical swimmers and the boundaries of droplets and cells and discuss the possibilities of assembling an artificial swimming microorganism or a motorized cell.
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Affiliation(s)
- Yun Ding
- Institute for Chemical and Bioengineering, Department of Chemistry and Applied Biosciences, ETH Zürich, Vladimir Prelog Weg 1, 8093 Zürich, Switzerland.
| | - Famin Qiu
- Institute for Robotics and Intelligent Systems, ETH Zürich, Tannenstrasse 3, 8092 Zürich, Switzerland.
| | - Xavier Casadevall I Solvas
- Institute for Chemical and Bioengineering, Department of Chemistry and Applied Biosciences, ETH Zürich, Vladimir Prelog Weg 1, 8093 Zürich, Switzerland.
| | - Flora Wing Yin Chiu
- Institute for Chemical and Bioengineering, Department of Chemistry and Applied Biosciences, ETH Zürich, Vladimir Prelog Weg 1, 8093 Zürich, Switzerland.
| | - Bradley J Nelson
- Institute for Robotics and Intelligent Systems, ETH Zürich, Tannenstrasse 3, 8092 Zürich, Switzerland.
| | - Andrew deMello
- Institute for Chemical and Bioengineering, Department of Chemistry and Applied Biosciences, ETH Zürich, Vladimir Prelog Weg 1, 8093 Zürich, Switzerland.
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146
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Khorosheva EM, Karymov MA, Selck DA, Ismagilov RF. Lack of correlation between reaction speed and analytical sensitivity in isothermal amplification reveals the value of digital methods for optimization: validation using digital real-time RT-LAMP. Nucleic Acids Res 2016; 44:e10. [PMID: 26358811 PMCID: PMC4737171 DOI: 10.1093/nar/gkv877] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2014] [Revised: 08/14/2015] [Accepted: 08/20/2015] [Indexed: 12/27/2022] Open
Abstract
In this paper, we asked if it is possible to identify the best primers and reaction conditions based on improvements in reaction speed when optimizing isothermal reactions. We used digital single-molecule, real-time analyses of both speed and efficiency of isothermal amplification reactions, which revealed that improvements in the speed of isothermal amplification reactions did not always correlate with improvements in digital efficiency (the fraction of molecules that amplify) or with analytical sensitivity. However, we observed that the speeds of amplification for single-molecule (in a digital device) and multi-molecule (e.g. in a PCR well plate) formats always correlated for the same conditions. Also, digital efficiency correlated with the analytical sensitivity of the same reaction performed in a multi-molecule format. Our finding was supported experimentally with examples of primer design, the use or exclusion of loop primers in different combinations, and the use of different enzyme mixtures in one-step reverse-transcription loop-mediated amplification (RT-LAMP). Our results show that measuring the digital efficiency of amplification of single-template molecules allows quick, reliable comparisons of the analytical sensitivity of reactions under any two tested conditions, independent of the speeds of the isothermal amplification reactions.
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Affiliation(s)
- Eugenia M Khorosheva
- Division of Chemistry and Chemical Engineering, California Institute of Technology, 1200 East California Blvd., Pasadena, CA 91125, USA
| | - Mikhail A Karymov
- Division of Chemistry and Chemical Engineering, California Institute of Technology, 1200 East California Blvd., Pasadena, CA 91125, USA
| | - David A Selck
- Division of Chemistry and Chemical Engineering, California Institute of Technology, 1200 East California Blvd., Pasadena, CA 91125, USA
| | - Rustem F Ismagilov
- Division of Chemistry and Chemical Engineering, California Institute of Technology, 1200 East California Blvd., Pasadena, CA 91125, USA
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147
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Schuler F, Trotter M, Geltman M, Schwemmer F, Wadle S, Domínguez-Garrido E, López M, Cervera-Acedo C, Santibáñez P, von Stetten F, Zengerle R, Paust N. Digital droplet PCR on disk. LAB ON A CHIP 2016; 16:208-16. [PMID: 26610263 DOI: 10.1039/c5lc01068c] [Citation(s) in RCA: 86] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/18/2023]
Abstract
An integrated digital droplet PCR system is presented that enables droplet generation, PCR amplification, and readout within a single reaction chamber on a centrifugal microfluidic LabDisk.
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Affiliation(s)
- Friedrich Schuler
- Hahn-Schickard
- 79110 Freiburg
- Germany
- Laboratory for MEMS Applications
- IMTEK – Department of Microsystems Engineering
| | | | | | - Frank Schwemmer
- Laboratory for MEMS Applications
- IMTEK – Department of Microsystems Engineering
- University of Freiburg
- 79110 Freiburg
- Germany
| | - Simon Wadle
- Hahn-Schickard
- 79110 Freiburg
- Germany
- Laboratory for MEMS Applications
- IMTEK – Department of Microsystems Engineering
| | | | - María López
- Molecular Diagnostics Laboratory
- Rioja Salud-Foundation
- La Rioja
- Spain
| | | | - Paula Santibáñez
- Molecular Diagnostics Laboratory
- Rioja Salud-Foundation
- La Rioja
- Spain
| | - Felix von Stetten
- Hahn-Schickard
- 79110 Freiburg
- Germany
- Laboratory for MEMS Applications
- IMTEK – Department of Microsystems Engineering
| | - Roland Zengerle
- Hahn-Schickard
- 79110 Freiburg
- Germany
- Laboratory for MEMS Applications
- IMTEK – Department of Microsystems Engineering
| | - Nils Paust
- Hahn-Schickard
- 79110 Freiburg
- Germany
- Laboratory for MEMS Applications
- IMTEK – Department of Microsystems Engineering
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148
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A microfluidic droplet digital PCR for simultaneous detection of pathogenic Escherichia coli O157 and Listeria monocytogenes. Biosens Bioelectron 2015; 74:770-7. [DOI: 10.1016/j.bios.2015.07.016] [Citation(s) in RCA: 124] [Impact Index Per Article: 13.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2015] [Revised: 06/30/2015] [Accepted: 07/08/2015] [Indexed: 01/08/2023]
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149
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Zhang K, Kang DK, Ali MM, Liu L, Labanieh L, Lu M, Riazifar H, Nguyen TN, Zell JA, Digman MA, Gratton E, Li J, Zhao W. Digital quantification of miRNA directly in plasma using integrated comprehensive droplet digital detection. LAB ON A CHIP 2015; 15:4217-26. [PMID: 26387763 PMCID: PMC4631652 DOI: 10.1039/c5lc00650c] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
Quantification of miRNAs in blood can be potentially used for early disease detection, surveillance monitoring and drug response evaluation. However, quantitative and robust measurement of miRNAs in blood is still a major challenge in large part due to their low concentration and complicated sample preparation processes typically required in conventional assays. Here, we present the 'Integrated Comprehensive Droplet Digital Detection' (IC 3D) system where the plasma sample containing target miRNAs is encapsulated into microdroplets, enzymatically amplified and digitally counted using a novel, high-throughput 3D particle counter. Using Let-7a as a target, we demonstrate that IC 3D can specifically quantify target miRNA directly from blood plasma at extremely low concentrations ranging from 10s to 10 000 copies per mL in ≤3 hours without the need for sample processing such as RNA extraction. Using this new tool, we demonstrate that target miRNA content in colon cancer patient blood is significantly higher than that in healthy donor samples. Our IC 3D system has the potential to introduce a new paradigm for rapid, sensitive and specific detection of low-abundance biomarkers in biological samples with minimal sample processing.
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Affiliation(s)
- Kaixiang Zhang
- Department of Chemistry, Beijing Key Laboratory for Analytical Methods and Instrumentation, Tsinghua University, Beijing, 100084, China
- Department of pharmaceutical Sciences, Department of Biomedical Engineering, Sue and Bill Gross Stem Cell Research Center, Chao Family Comprehensive Cancer Center, Edwards Life Sciences Center for Advanced Cardiovascular Technology, University of California, Irvine, Irvine, CA, 92697, USA
| | - Dong-Ku Kang
- Department of pharmaceutical Sciences, Department of Biomedical Engineering, Sue and Bill Gross Stem Cell Research Center, Chao Family Comprehensive Cancer Center, Edwards Life Sciences Center for Advanced Cardiovascular Technology, University of California, Irvine, Irvine, CA, 92697, USA
| | - M. Monsur Ali
- Department of pharmaceutical Sciences, Department of Biomedical Engineering, Sue and Bill Gross Stem Cell Research Center, Chao Family Comprehensive Cancer Center, Edwards Life Sciences Center for Advanced Cardiovascular Technology, University of California, Irvine, Irvine, CA, 92697, USA
| | - Linan Liu
- Department of pharmaceutical Sciences, Department of Biomedical Engineering, Sue and Bill Gross Stem Cell Research Center, Chao Family Comprehensive Cancer Center, Edwards Life Sciences Center for Advanced Cardiovascular Technology, University of California, Irvine, Irvine, CA, 92697, USA
| | - Louai Labanieh
- Department of pharmaceutical Sciences, Department of Biomedical Engineering, Sue and Bill Gross Stem Cell Research Center, Chao Family Comprehensive Cancer Center, Edwards Life Sciences Center for Advanced Cardiovascular Technology, University of California, Irvine, Irvine, CA, 92697, USA
| | - Mengrou Lu
- Department of pharmaceutical Sciences, Department of Biomedical Engineering, Sue and Bill Gross Stem Cell Research Center, Chao Family Comprehensive Cancer Center, Edwards Life Sciences Center for Advanced Cardiovascular Technology, University of California, Irvine, Irvine, CA, 92697, USA
| | - Hamidreza Riazifar
- Department of pharmaceutical Sciences, Department of Biomedical Engineering, Sue and Bill Gross Stem Cell Research Center, Chao Family Comprehensive Cancer Center, Edwards Life Sciences Center for Advanced Cardiovascular Technology, University of California, Irvine, Irvine, CA, 92697, USA
| | - Thi N. Nguyen
- Department of pharmaceutical Sciences, Department of Biomedical Engineering, Sue and Bill Gross Stem Cell Research Center, Chao Family Comprehensive Cancer Center, Edwards Life Sciences Center for Advanced Cardiovascular Technology, University of California, Irvine, Irvine, CA, 92697, USA
| | - Jason A. Zell
- Division of Hematology/Oncology, University of California Irvine Medical Center, Orange, CA 92868, USA
| | - Michelle A. Digman
- Laboratory for Fluorescence Dynamics, Department of Biomedical Engineering, University of California, Irvine, CA, 92697, USA
- Centre for Bioactive Discovery in Health and Ageing, School of Science & Technology, University of New England, Armidale, Australia
| | - Enrico Gratton
- Laboratory for Fluorescence Dynamics, Department of Biomedical Engineering, University of California, Irvine, CA, 92697, USA
| | - Jinghong Li
- Department of Chemistry, Beijing Key Laboratory for Analytical Methods and Instrumentation, Tsinghua University, Beijing, 100084, China
| | - Weian Zhao
- Department of pharmaceutical Sciences, Department of Biomedical Engineering, Sue and Bill Gross Stem Cell Research Center, Chao Family Comprehensive Cancer Center, Edwards Life Sciences Center for Advanced Cardiovascular Technology, University of California, Irvine, Irvine, CA, 92697, USA
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150
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Enhancing Throughput of Combinatorial Droplet Devices via Droplet Bifurcation, Parallelized Droplet Fusion, and Parallelized Detection. MICROMACHINES 2015. [DOI: 10.3390/mi6101434] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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