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Shi Y, Cui C, Chen S, Chen S, Wang Y, Xu Q, Yang L, Ye J, Hong Z, Hu H. Worm-Based Diagnosis Combining Microfluidics toward Early Cancer Screening. MICROMACHINES 2024; 15:484. [PMID: 38675295 PMCID: PMC11052135 DOI: 10.3390/mi15040484] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/21/2024] [Revised: 03/27/2024] [Accepted: 03/29/2024] [Indexed: 04/28/2024]
Abstract
Early cancer diagnosis increases therapy efficiency and saves huge medical costs. Traditional blood-based cancer markers and endoscopy procedures demonstrate limited capability in the diagnosis. Reliable, non-invasive, and cost-effective methods are in high demand across the world. Worm-based diagnosis, utilizing the chemosensory neuronal system of C. elegans, emerges as a non-invasive approach for early cancer diagnosis with high sensitivity. It facilitates effectiveness in large-scale cancer screening for the foreseeable future. Here, we review the progress of a unique route of early cancer diagnosis based on the chemosensory neuronal system of C. elegans. We first introduce the basic procedures of the chemotaxis assay of C. elegans: synchronization, behavior assay, immobilization, and counting. Then, we review the progress of each procedure and the various cancer types for which this method has achieved early diagnosis. For each procedure, we list examples of microfluidics technologies that have improved the automation, throughput, and efficiency of each step or module. Finally, we envision that microfluidics technologies combined with the chemotaxis assay of C. elegans can lead to an automated, cost-effective, non-invasive early cancer screening technology, with the development of more mature microfluidic modules as well as systematic integration of functional modules.
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Affiliation(s)
- Yutao Shi
- Zhejiang University-University of Edinburgh Institute (ZJU-UoE Institute), Zhejiang University School of Medicine, International Campus, Zhejiang University, Haining 314400, China (S.C.); (Q.X.)
| | - Chen Cui
- Zhejiang University-University of Edinburgh Institute (ZJU-UoE Institute), Zhejiang University School of Medicine, International Campus, Zhejiang University, Haining 314400, China (S.C.); (Q.X.)
| | - Shengzhi Chen
- Zhejiang University-University of Edinburgh Institute (ZJU-UoE Institute), Zhejiang University School of Medicine, International Campus, Zhejiang University, Haining 314400, China (S.C.); (Q.X.)
| | - Siyu Chen
- Zhejiang University-University of Edinburgh Institute (ZJU-UoE Institute), Zhejiang University School of Medicine, International Campus, Zhejiang University, Haining 314400, China (S.C.); (Q.X.)
| | - Yiheng Wang
- Zhejiang University-University of Edinburgh Institute (ZJU-UoE Institute), Zhejiang University School of Medicine, International Campus, Zhejiang University, Haining 314400, China (S.C.); (Q.X.)
| | - Qingyang Xu
- Zhejiang University-University of Edinburgh Institute (ZJU-UoE Institute), Zhejiang University School of Medicine, International Campus, Zhejiang University, Haining 314400, China (S.C.); (Q.X.)
| | - Lan Yang
- Zhejiang University-University of Edinburgh Institute (ZJU-UoE Institute), Zhejiang University School of Medicine, International Campus, Zhejiang University, Haining 314400, China (S.C.); (Q.X.)
| | - Jiayi Ye
- Zhejiang University-University of Illinois Urbana-Champaign Institute (ZJU-UIUC Institute), International Campus, Zhejiang University, Haining 314400, China
| | - Zhi Hong
- Zhejiang University-University of Edinburgh Institute (ZJU-UoE Institute), Zhejiang University School of Medicine, International Campus, Zhejiang University, Haining 314400, China (S.C.); (Q.X.)
| | - Huan Hu
- Zhejiang University-University of Illinois Urbana-Champaign Institute (ZJU-UIUC Institute), International Campus, Zhejiang University, Haining 314400, China
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Zhang J, Liu S, Yuan H, Yong R, Duan S, Li Y, Spencer J, Lim EG, Yu L, Song P. Deep Learning for Microfluidic-Assisted Caenorhabditis elegans Multi-Parameter Identification Using YOLOv7. MICROMACHINES 2023; 14:1339. [PMID: 37512650 PMCID: PMC10386376 DOI: 10.3390/mi14071339] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/12/2023] [Revised: 06/14/2023] [Accepted: 06/27/2023] [Indexed: 07/30/2023]
Abstract
The Caenorhabditis elegans (C. elegans) is an ideal model organism for studying human diseases and genetics due to its transparency and suitability for optical imaging. However, manually sorting a large population of C. elegans for experiments is tedious and inefficient. The microfluidic-assisted C. elegans sorting chip is considered a promising platform to address this issue due to its automation and ease of operation. Nevertheless, automated C. elegans sorting with multiple parameters requires efficient identification technology due to the different research demands for worm phenotypes. To improve the efficiency and accuracy of multi-parameter sorting, we developed a deep learning model using You Only Look Once (YOLO)v7 to detect and recognize C. elegans automatically. We used a dataset of 3931 annotated worms in microfluidic chips from various studies. Our model showed higher precision in automated C. elegans identification than YOLOv5 and Faster R-CNN, achieving a mean average precision (mAP) at a 0.5 intersection over a union (mAP@0.5) threshold of 99.56%. Additionally, our model demonstrated good generalization ability, achieving an mAP@0.5 of 94.21% on an external validation set. Our model can efficiently and accurately identify and calculate multiple phenotypes of worms, including size, movement speed, and fluorescence. The multi-parameter identification model can improve sorting efficiency and potentially promote the development of automated and integrated microfluidic platforms.
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Affiliation(s)
- Jie Zhang
- School of Advanced Technology, Xi'an Jiaotong-Liverpool University, Suzhou 215123, China
- Department of Electrical and Electronic Engineering, University of Liverpool, Liverpool L693BX, UK
| | - Shuhe Liu
- School of Advanced Technology, Xi'an Jiaotong-Liverpool University, Suzhou 215123, China
| | - Hang Yuan
- School of Advanced Technology, Xi'an Jiaotong-Liverpool University, Suzhou 215123, China
| | - Ruiqi Yong
- School of Advanced Technology, Xi'an Jiaotong-Liverpool University, Suzhou 215123, China
| | - Sixuan Duan
- School of Advanced Technology, Xi'an Jiaotong-Liverpool University, Suzhou 215123, China
- Department of Electrical and Electronic Engineering, University of Liverpool, Liverpool L693BX, UK
| | - Yifan Li
- School of Advanced Technology, Xi'an Jiaotong-Liverpool University, Suzhou 215123, China
- Department of Electrical and Electronic Engineering, University of Liverpool, Liverpool L693BX, UK
| | - Joseph Spencer
- Department of Electrical and Electronic Engineering, University of Liverpool, Liverpool L693BX, UK
| | - Eng Gee Lim
- School of Advanced Technology, Xi'an Jiaotong-Liverpool University, Suzhou 215123, China
- Department of Electrical and Electronic Engineering, University of Liverpool, Liverpool L693BX, UK
| | - Limin Yu
- School of Advanced Technology, Xi'an Jiaotong-Liverpool University, Suzhou 215123, China
- Department of Electrical and Electronic Engineering, University of Liverpool, Liverpool L693BX, UK
| | - Pengfei Song
- School of Advanced Technology, Xi'an Jiaotong-Liverpool University, Suzhou 215123, China
- Department of Electrical and Electronic Engineering, University of Liverpool, Liverpool L693BX, UK
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Yuan H, Yuan W, Duan S, Jiao K, Zhang Q, Lim EG, Chen M, Zhao C, Pan P, Liu X, Song P. Microfluidic-Assisted Caenorhabditis elegans Sorting: Current Status and Future Prospects. CYBORG AND BIONIC SYSTEMS 2023; 4:0011. [PMID: 37287459 PMCID: PMC10243201 DOI: 10.34133/cbsystems.0011] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2022] [Accepted: 01/15/2023] [Indexed: 07/30/2023] Open
Abstract
Caenorhabditis elegans (C. elegans) has been a popular model organism for several decades since its first discovery of the huge research potential for modeling human diseases and genetics. Sorting is an important means of providing stage- or age-synchronized worm populations for many worm-based bioassays. However, conventional manual techniques for C. elegans sorting are tedious and inefficient, and commercial complex object parametric analyzer and sorter is too expensive and bulky for most laboratories. Recently, the development of lab-on-a-chip (microfluidics) technology has greatly facilitated C. elegans studies where large numbers of synchronized worm populations are required and advances of new designs, mechanisms, and automation algorithms. Most previous reviews have focused on the development of microfluidic devices but lacked the summaries and discussion of the biological research demands of C. elegans, and are hard to read for worm researchers. We aim to comprehensively review the up-to-date microfluidic-assisted C. elegans sorting developments from several angles to suit different background researchers, i.e., biologists and engineers. First, we highlighted the microfluidic C. elegans sorting devices' advantages and limitations compared to the conventional commercialized worm sorting tools. Second, to benefit the engineers, we reviewed the current devices from the perspectives of active or passive sorting, sorting strategies, target populations, and sorting criteria. Third, to benefit the biologists, we reviewed the contributions of sorting to biological research. We expect, by providing this comprehensive review, that each researcher from this multidisciplinary community can effectively find the needed information and, in turn, facilitate future research.
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Affiliation(s)
- Hang Yuan
- School of Advanced Technology,
Xi'an Jiaotong - Liverpool University, Suzhou, China
| | - Wenwen Yuan
- School of Advanced Technology,
Xi'an Jiaotong - Liverpool University, Suzhou, China
- Department of Electrical and Electronic Engineering,
University of Liverpool, Liverpool, UK
| | - Sixuan Duan
- School of Advanced Technology,
Xi'an Jiaotong - Liverpool University, Suzhou, China
- Department of Electrical and Electronic Engineering,
University of Liverpool, Liverpool, UK
| | - Keran Jiao
- School of Advanced Technology,
Xi'an Jiaotong - Liverpool University, Suzhou, China
- Department of Chemistry,
Xi’an Jiaotong-Liverpool University, Suzhou, China
| | - Quan Zhang
- School of Advanced Technology,
Xi'an Jiaotong - Liverpool University, Suzhou, China
| | - Eng Gee Lim
- School of Advanced Technology,
Xi'an Jiaotong - Liverpool University, Suzhou, China
- Department of Electrical and Electronic Engineering,
University of Liverpool, Liverpool, UK
| | - Min Chen
- School of Advanced Technology,
Xi'an Jiaotong - Liverpool University, Suzhou, China
- Department of Electrical and Electronic Engineering,
University of Liverpool, Liverpool, UK
| | - Chun Zhao
- School of Advanced Technology,
Xi'an Jiaotong - Liverpool University, Suzhou, China
- Department of Electrical and Electronic Engineering,
University of Liverpool, Liverpool, UK
| | - Peng Pan
- Department of Mechanical & Industrial Engineering,
University of Toronto, Toronto, Canada
| | - Xinyu Liu
- Department of Mechanical & Industrial Engineering,
University of Toronto, Toronto, Canada
| | - Pengfei Song
- School of Advanced Technology,
Xi'an Jiaotong - Liverpool University, Suzhou, China
- Department of Electrical and Electronic Engineering,
University of Liverpool, Liverpool, UK
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Pan P, Qin Z, Sun W, Zhou Y, Wang S, Song P, Wang Y, Ru C, Wang X, Calarco J, Liu X. A spiral microfluidic device for rapid sorting, trapping, and long-term live imaging of Caenorhabditis elegans embryos. MICROSYSTEMS & NANOENGINEERING 2023; 9:17. [PMID: 36844938 PMCID: PMC9943735 DOI: 10.1038/s41378-023-00485-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/28/2022] [Revised: 11/27/2022] [Accepted: 12/18/2022] [Indexed: 06/18/2023]
Abstract
Caenorhabditis elegans embryos have been widely used to study cellular processes and developmental regulation at early stages. However, most existing microfluidic devices focus on the studies of larval or adult worms rather than embryos. To accurately study the real-time dynamics of embryonic development under different conditions, many technical barriers must be overcome; these can include single-embryo sorting and immobilization, precise control of the experimental environment, and long-term live imaging of embryos. This paper reports a spiral microfluidic device for effective sorting, trapping, and long-term live imaging of single C. elegans embryos under precisely controlled experimental conditions. The device successfully sorts embryos from a mixed population of C. elegans at different developmental stages via Dean vortices generated inside a spiral microchannel and traps the sorted embryos at single-cell resolution through hydrodynamic traps on the sidewall of the spiral channel for long-term imaging. Through the well-controlled microenvironment inside the microfluidic device, the response of the trapped C. elegans embryos to mechanical and chemical stimulation can be quantitatively measured. The experimental results show that a gentle hydrodynamic force would induce faster growth of embryos, and embryos developmentally arrested in the high-salinity solution could be rescued by the M9 buffer. The microfluidic device provides new avenues for easy, rapid, high-content screening of C. elegans embryos.
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Affiliation(s)
- Peng Pan
- Department of Mechanical and Industrial Engineering, University of Toronto, 5 King’s College Road, Toronto, Ontario M5S 3G8 Canada
| | - Zhen Qin
- Department of Mechanical and Industrial Engineering, University of Toronto, 5 King’s College Road, Toronto, Ontario M5S 3G8 Canada
| | - William Sun
- Upper Canada College, 200 Lonsdale Road, Toronto, Ontario M4V 1W6 Canada
| | - Yuxiao Zhou
- Department of Mechanical and Industrial Engineering, University of Toronto, 5 King’s College Road, Toronto, Ontario M5S 3G8 Canada
| | - Shaojia Wang
- Department of Mechanical and Industrial Engineering, University of Toronto, 5 King’s College Road, Toronto, Ontario M5S 3G8 Canada
| | - Pengfei Song
- School of Advanced Technology, Xi’an Jiaotong-Liverpool University, 111 Ren’ai Road, Suzhou, 215000 China
| | - Yong Wang
- School of Electronic and Information Engineering, Suzhou University of Science and Technology, Suzhou, 215009 China
| | - Changhai Ru
- School of Electronic and Information Engineering, Suzhou University of Science and Technology, Suzhou, 215009 China
| | - Xin Wang
- Department of Mechanical and Aerospace Engineering, Jilin University, Changchun, 130012 China
| | - John Calarco
- Department of Cell & Systems Biology, University of Toronto, 25 Harbord St, Toronto, Ontario M5S 3G5 Canada
| | - Xinyu Liu
- Department of Mechanical and Industrial Engineering, University of Toronto, 5 King’s College Road, Toronto, Ontario M5S 3G8 Canada
- Institute of Biomedical Engineering, University of Toronto, 164 College Street, Toronto, Ontario M5S 3G9 Canada
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Lanier VJ, White AM, Faumont S, Lockery SR. Theory and practice of using cell strainers to sort Caenorhabditis elegans by size. PLoS One 2023; 18:e0280999. [PMID: 36757993 PMCID: PMC9910635 DOI: 10.1371/journal.pone.0280999] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2022] [Accepted: 01/12/2023] [Indexed: 02/10/2023] Open
Abstract
The nematode Caenorhabditis elegans is a model organism widely used in basic, translational, and industrial research. C. elegans development is characterized by five morphologically distinct stages, including four larval stages and the adult stage. Stages differ in a variety of aspects including size, gene expression, physiology, and behavior. Enrichment for a particular developmental stage is often the first step in experimental design. When many hundreds of worms are required, the standard methods of enrichment are to grow a synchronized population of hatchlings for a fixed time, or to sort a mixed population of worms according to size. Current size-sorting methods have higher throughput than synchronization and avoid its use of harsh chemicals. However, these size-sorting methods currently require expensive instrumentation or custom microfluidic devices, both of which are unavailable to the majority C. elegans laboratories. Accordingly, there is a need for inexpensive, accessible sorting strategies. We investigated the use of low-cost, commercially available cell strainers to filter C. elegans by size. We found that the probability of recovery after filtration as a function of body size for cell strainers of three different mesh sizes is well described by logistic functions. Application of these functions to predict filtration outcomes revealed non-ideal properties of filtration of worms by cell strainers that nevertheless enhanced filtration outcomes. Further, we found that serial filtration using a pair of strainers that have different mesh sizes can be used to enrich for particular larval stages with a purity close to that of synchronization, the most widely used enrichment method. Throughput of the cell strainer method, up to 14,000 worms per minute, greatly exceeds that of other enrichment methods. We conclude that size sorting by cell strainers is a useful addition to the array of existing methods for enrichment of particular developmental stages in C. elegans.
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Affiliation(s)
- Vincent J. Lanier
- Institute of Neuroscience, University of Oregon, Eugene, OR, United States of America
| | - Amanda M. White
- Institute of Neuroscience, University of Oregon, Eugene, OR, United States of America
| | - Serge Faumont
- Institute of Neuroscience, University of Oregon, Eugene, OR, United States of America
| | - Shawn R. Lockery
- Institute of Neuroscience, University of Oregon, Eugene, OR, United States of America
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Sivasankara Pillai S, Dandurand LM. Potato Cyst Nematode Egg Viability Assessment and Preparasitic Juvenile Screening Using a Large Particle Flow Cytometer and Sorter. PHYTOPATHOLOGY 2021; 111:713-719. [PMID: 32900268 DOI: 10.1094/phyto-06-20-0255-r] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
Potato cyst nematode (PCN) cysts consist of heterogenous populations of eggs, juveniles, and eggshells that make manual sorting of individual life stages cumbersome. The number of viable PCN eggs is a major determinant of crop damage. An accurate high-throughput PCN egg viability assay is useful for developing effective management and eradication plans. In this study, we present a method for rapid and precise enumeration and sorting of PCN eggs and juveniles, along with an egg viability assessment by staining eggs with the fluorescent stain, acridine orange, and sorting with the Complex Object Parametric Analyzer and Sorter (COPAS) system, a large particle flow cytometer. Both size sorting and fluorescent sorting capabilities of the COPAS were explored. By using the COPAS, sorting efficiency for eggs and preparasitic second-stage juveniles (J2s) was 97.6 and 97.2%, respectively, with 99% recovery at a flow rate of 15 events/s. Purity of sorted live and dead eggs was 95.5 and 94.1%, respectively. Sorting of J2s by size indicated that 15 to 16.4% of Globodera ellingtonae or G. pallida had an average body length of 436.1 ± 3.4 µm compared with an average size of 512.9 ± 4.4 µm for the majority of the J2 population for both species. A red autofluorescing J2 population was also identified through sorting. Sorting of eggs by flow cytometry did not significantly affect hatching (55.1 ± 1.2 and 53.9 ± 1.6%, respectively, for sorted or nonsorted eggs) or juvenile motility (91.3 ± 1.0 or 90.1 ± 1.1%, respectively), thus confirming that the method does not impair the biological activity of the nematode.
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Affiliation(s)
| | - Louise-Marie Dandurand
- Department of Entomology, Plant Pathology and Nematology, University of Idaho, Moscow, ID 83844
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Youssef K, Archonta D, Kubiseski TJ, Tandon A, Rezai P. Electric egg-laying: a new approach for regulating C. elegans egg-laying behaviour in a microchannel using electric field. LAB ON A CHIP 2021; 21:821-834. [PMID: 33527103 DOI: 10.1039/d0lc00964d] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
In this paper, the novel effect of electric field (EF) on adult C. elegans egg-laying in a microchannel is discovered and correlated with neural and muscular activities. The quantitative effects of worm aging and EF strength, direction, and exposure duration on egg-laying are studied phenotypically using egg-count, body length, head movement, and transient neuronal activity readouts. Electric egg-laying rate increases significantly when worms face the anode and the response is EF-dependent, i.e. stronger (6 V cm-1) and longer EF (40 s) exposure result in a shorter egg laying response duration. Worm aging significantly deteriorates the electric egg-laying behaviour with an 88% decrease in the egg-count from day-1 to day-4 post young-adult stage. Fluorescent imaging of intracellular calcium dynamics in the main parts of the egg-laying neural circuit demonstrates the involvement and sensitivity of the serotonergic hermaphrodite specific neurons (HSNs), vulva muscles, and ventral cord neurons to the EF. HSN mutation also results in a reduced rate of electric egg-laying allowing the use of this technique for cellular screening and mapping of the neural basis of electrosensation in C. elegans. This novel assay can be parallelized and performed in a high-throughput manner for drug and gene screening applications.
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Affiliation(s)
- Khaled Youssef
- Department of Mechanical Engineering, York University, Toronto, ON, Canada.
| | - Daphne Archonta
- Department of Mechanical Engineering, York University, Toronto, ON, Canada.
| | | | - Anurag Tandon
- Tanz Centre for Research in Neurodegenerative Diseases, Toronto, Ontario, Canada and Department of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Pouya Rezai
- Department of Mechanical Engineering, York University, Toronto, ON, Canada.
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Abstract
In the last decade, microfluidic methods have proven to be powerful tools for Caenorhabditis elegans research, offering advanced manipulation of worms and precise control of experimental conditions. The advantages of microfluidic chips include their capability of immobilization, automated sorting, and longitudinal measurement, and more. In this review, we focus on control components that are widely used in the design of microfluidic devices, and discuss their functions and working principles that enable advanced manipulation on a chip. Understanding these components will ease the onboarding of researchers inexperienced with microfluidics and help them bring the power of microfluidics to new applications.
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Affiliation(s)
- Erel Levine
- Department of Bioengineering, Northeastern University, Boston, MA, USA
| | - Kyung Suk Lee
- Department of Physics Education, Kongju National University, Gongju, South Korea
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9
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Parallel-Channel Electrotaxis and Neuron Screening of Caenorhabditis elegans. MICROMACHINES 2020; 11:mi11080756. [PMID: 32759767 PMCID: PMC7465510 DOI: 10.3390/mi11080756] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/14/2020] [Revised: 07/30/2020] [Accepted: 07/30/2020] [Indexed: 12/21/2022]
Abstract
In this paper, we report a novel microfluidic method to conduct a Caenorhabditis elegans electrotaxis movement assay and neuronal imaging on up to 16 worms in parallel. C. elegans is a model organism for neurodegenerative disease and movement disorders such as Parkinson’s disease (PD), and for screening chemicals that alleviate protein aggregation, neuronal death, and movement impairment in PD. Electrotaxis of C. elegans in microfluidic channels has led to the development of neurobehavioral screening platforms, but enhancing the throughput of the electrotactic behavioral assay has remained a challenge. Our device consisted of a hierarchy of tree-like channels for worm loading into 16 parallel electrotaxis screening channels with equivalent electric fields. Tapered channels at the ends of electrotaxis channels were used for worm immobilization and fluorescent imaging of neurons. Parallel electrotaxis of worms was first validated against established single-worm electrotaxis phenotypes. Then, mutant screening was demonstrated using the NL5901 strain, carrying human α-synuclein in the muscle cells, by showing the associated electrotaxis defects in the average speed, body bend frequency (BBF), and electrotaxis time index (ETI). Moreover, chemical screening of a PD worm model was shown by exposing the BZ555 strain, expressing green fluorescence protein (GFP) in the dopaminergic neurons (DNs), to 6-hydroxydopamine neurotoxin. The neurotoxin-treated worms exhibited a reduction in electrotaxis swimming speed, BBF, ETI, and DNs fluorescence intensity. We envision our technique to be used widely in C. elegans-based movement disorder assays to accelerate behavioral and cellular phenotypic investigations.
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Atakan HB, Ayhan F, Gijs MAM. PDMS filter structures for size-dependent larval sorting and on-chip egg extraction of C. elegans. LAB ON A CHIP 2020; 20:155-167. [PMID: 31793616 DOI: 10.1039/c9lc00949c] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
C. elegans-based assays require age-synchronized populations prior to experimentation to achieve standardized sets of worm populations, due to which age-induced heterogeneous phenotyping effects can be avoided. There have been several approaches to synchronize populations of C. elegans at certain larval stages; however, many of these methods are tedious, complex and have low throughput. In this work, we demonstrate a polydimethylsiloxane (PDMS) microfluidic filtering device for high-throughput, efficient, and extremely rapid sorting of mixed larval populations of C. elegans. Our device consists of three plasma-activated and bonded PDMS parts and permits sorting of mixed populations of two consecutive larval stages in a matter of minutes. After sorting, we also retain the remaining larval stage of the initially mixed worm population on the chip, thereby enabling collection of the two sorted larval populations from the device. We demonstrated that the target larvae could be collected from a mixed worm population by cascading these devices. Our approach is based on only passive hydrodynamics filter structures, resulting in a user-friendly and reusable tool. In addition, we employed the equivalent of a standard bleaching procedure that is practiced in standard worm culture on agar plates for embryo harvesting on our chip, and we demonstrated rapid egg extraction and subsequent harvesting of a synchronized L1 larvae population.
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Affiliation(s)
- Huseyin Baris Atakan
- Laboratory of Microsystems, Ecole Polytechnique Fédérale de Lausanne, CH-1015 Lausanne, Switzerland.
| | - Furkan Ayhan
- Laboratory of Microsystems, Ecole Polytechnique Fédérale de Lausanne, CH-1015 Lausanne, Switzerland.
| | - Martin A M Gijs
- Laboratory of Microsystems, Ecole Polytechnique Fédérale de Lausanne, CH-1015 Lausanne, Switzerland.
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11
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Park JS, Oh G, Kim J, Park EY, Shin JH. Reversible Thermal Gradient Device to Control Biased Thermotactic Response of C. elegans. ANAL SCI 2019; 35:1367-1373. [PMID: 31474659 DOI: 10.2116/analsci.19p194] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
C. elegans exhibits a directional migration toward a remembered temperature setpoint (Ts) by activating thermo-sensorimotor neurons. While cryophilic thermotaxis is well reproduced, thermophilic thermotaxis requires very stringent temperature regulations - otherwise, worms exhibit random migration in colder side of Ts. Here, we introduce a thermal stimulus device developed to control worms with different thermotactic behaviors on both colder and warmer sides of the Ts. On a linear gradient, the worm population displayed a Gaussian distribution near Ts but in a skewed shape with a peak shifted to the colder side due to their atactic motion in colder temperature than Ts. By repetitive application of thermal gradient-reversals, we found that their population density became higher near Ts because the speed at which the worms accumulate toward Ts was much faster than that of the dispersion by diffusion to the cold side, resulting in forced aggregation of worms at the desired temperature.
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Affiliation(s)
- Jin-Sung Park
- Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology (KAIST)
| | - Geunseob Oh
- Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology (KAIST)
| | - Jiwon Kim
- Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology (KAIST)
| | - Eun Young Park
- Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology (KAIST)
| | - Jennifer H Shin
- Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology (KAIST)
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12
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Midkiff D, San-Miguel A. Microfluidic Technologies for High Throughput Screening Through Sorting and On-Chip Culture of C. elegans. Molecules 2019; 24:molecules24234292. [PMID: 31775328 PMCID: PMC6930626 DOI: 10.3390/molecules24234292] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2019] [Revised: 11/20/2019] [Accepted: 11/22/2019] [Indexed: 02/07/2023] Open
Abstract
The nematode Caenorhabditis elegans is a powerful model organism that has been widely used to study molecular biology, cell development, neurobiology, and aging. Despite their use for the past several decades, the conventional techniques for growth, imaging, and behavioral analysis of C. elegans can be cumbersome, and acquiring large data sets in a high-throughput manner can be challenging. Developments in microfluidic “lab-on-a-chip” technologies have improved studies of C. elegans by increasing experimental control and throughput. Microfluidic features such as on-chip control layers, immobilization channels, and chamber arrays have been incorporated to develop increasingly complex platforms that make experimental techniques more powerful. Genetic and chemical screens are performed on C. elegans to determine gene function and phenotypic outcomes of perturbations, to test the effect that chemicals have on health and behavior, and to find drug candidates. In this review, we will discuss microfluidic technologies that have been used to increase the throughput of genetic and chemical screens in C. elegans. We will discuss screens for neurobiology, aging, development, behavior, and many other biological processes. We will also discuss robotic technologies that assist in microfluidic screens, as well as alternate platforms that perform functions similar to microfluidics.
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How Caenorhabditis elegans Senses Mechanical Stress, Temperature, and Other Physical Stimuli. Genetics 2019; 212:25-51. [PMID: 31053616 PMCID: PMC6499529 DOI: 10.1534/genetics.118.300241] [Citation(s) in RCA: 81] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2018] [Accepted: 03/04/2019] [Indexed: 12/30/2022] Open
Abstract
Caenorhabditis elegans lives in a complex habitat in which they routinely experience large fluctuations in temperature, and encounter physical obstacles that vary in size and composition. Their habitat is shared by other nematodes, by beneficial and harmful bacteria, and nematode-trapping fungi. Not surprisingly, these nematodes can detect and discriminate among diverse environmental cues, and exhibit sensory-evoked behaviors that are readily quantifiable in the laboratory at high resolution. Their ability to perform these behaviors depends on <100 sensory neurons, and this compact sensory nervous system together with powerful molecular genetic tools has allowed individual neuron types to be linked to specific sensory responses. Here, we describe the sensory neurons and molecules that enable C. elegans to sense and respond to physical stimuli. We focus primarily on the pathways that allow sensation of mechanical and thermal stimuli, and briefly consider this animal’s ability to sense magnetic and electrical fields, light, and relative humidity. As the study of sensory transduction is critically dependent upon the techniques for stimulus delivery, we also include a section on appropriate laboratory methods for such studies. This chapter summarizes current knowledge about the sensitivity and response dynamics of individual classes of C. elegans mechano- and thermosensory neurons from in vivo calcium imaging and whole-cell patch-clamp electrophysiology studies. We also describe the roles of conserved molecules and signaling pathways in mediating the remarkably sensitive responses of these nematodes to mechanical and thermal cues. These studies have shown that the protein partners that form mechanotransduction channels are drawn from multiple superfamilies of ion channel proteins, and that signal transduction pathways responsible for temperature sensing in C. elegans share many features with those responsible for phototransduction in vertebrates.
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Youssef K, Tandon A, Rezai P. Studying Parkinson’s disease using Caenorhabditis elegans models in microfluidic devices. Integr Biol (Camb) 2019; 11:186-207. [DOI: 10.1093/intbio/zyz017] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2018] [Revised: 04/30/2019] [Accepted: 05/16/2019] [Indexed: 12/21/2022]
Abstract
Abstract
Parkinson’s disease (PD) is a progressive neurological disorder associated with the loss of dopaminergic neurons (DNs) in the substantia nigra and the widespread accumulation of α-synuclein (α-syn) protein, leading to motor impairments and eventual cognitive dysfunction. In-vitro cell cultures and in-vivo animal models have provided the opportunity to investigate the PD pathological hallmarks and identify different therapeutic compounds. However, PD pathogenesis and causes are still not well understood, and effective inhibitory drugs for PD are yet to be discovered. Biologically simple but pathologically relevant disease models and advanced screening technologies are needed to reveal the mechanisms underpinning protein aggregation and PD progression. For instance, Caenorhabditis elegans (C. elegans) offers many advantages for fundamental PD neurobehavioral studies including a simple, well-mapped, and accessible neuronal system, genetic homology to humans, body transparency and amenability to genetic manipulation. Several transgenic worm strains that exhibit multiple PD-related phenotypes have been developed to perform neuronal and behavioral assays and drug screening. However, in conventional worm-based assays, the commonly used techniques are equipment-intensive, slow and low in throughput. Over the past two decades, microfluidics technology has contributed significantly to automation and control of C. elegans assays. In this review, we focus on C. elegans PD models and the recent advancements in microfluidic platforms used for manipulation, handling and neurobehavioral screening of these models. Moreover, we highlight the potential of C. elegans to elucidate the in-vivo mechanisms of neuron-to-neuron protein transfer that may underlie spreading Lewy pathology in PD, and its suitability for in-vitro studies. Given the advantages of C. elegans and microfluidics technology, their integration has the potential to facilitate the investigation of disease pathology and discovery of potential chemical leads for PD.
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Affiliation(s)
- Khaled Youssef
- Department of Mechanical Engineering, York University, Toronto, ON, Canada
| | - Anurag Tandon
- Tanz Centre for Research in Neurodegenerative Diseases, Toronto, ON, Canada
- Department of Medicine, University of Toronto, Toronto, ON, Canada
| | - Pouya Rezai
- Department of Mechanical Engineering, York University, Toronto, ON, Canada
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15
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Dong X, Song P, Liu X. An Automated Microfluidic System for Morphological Measurement and Size-Based Sorting of C. Elegans. IEEE Trans Nanobioscience 2019; 18:373-380. [PMID: 30869628 DOI: 10.1109/tnb.2019.2904009] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
This paper reports a vision-based automated microfluidic system for morphological measurement and size-based sorting of the nematode worm C. elegans. Exceeding the capabilities of conventional worm sorting microfluidic devices purely relying on passive sorting mechanisms, our system is capable of accurate measurement of the worm length/width and active sorting of worms with the desired sizes from a mixture of worms with different body sizes. This function is realized based on the combination of real-time, vision-based worm detection and sizing algorithms and automated on-chip worm manipulation. A double-layer microfluidic device with computer-controlled pneumatic valves is developed for sequential loading, trapping, vision-based sizing, and sorting of single worms. To keep the system operation robust, vision-based algorithms on detecting multi-worm loading and worm sizing failure have also been developed. We conducted sorting experiments on 319 worms and achieved an average sorting speed of 10.4 worms per minute (5.8 s/worm) with an operation success rate of 90.3%. This system will facilitate the worm biology studies where body size measurement and size-based sorting of many worms are needed.
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16
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Worms on a Chip. Bioanalysis 2019. [DOI: 10.1007/978-981-13-6229-3_6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022] Open
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17
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Yoon S, Yeo M, Kim H, Jeon TJ, Kim SM. Effectively controlled microfluidic trap for spatiotemporal analysis of the electrotaxis of Caenorhabditis elegans. Electrophoresis 2018; 40:431-436. [PMID: 30039534 DOI: 10.1002/elps.201800209] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2018] [Revised: 07/13/2018] [Accepted: 07/13/2018] [Indexed: 11/10/2022]
Abstract
C. elegans is a popular model organism with a well-developed neural network. Approximately 60% of the genes in C. elegans have genomic counterparts in humans, including those involved in building neural circuits. Therefore, we can extend the study of human neural network mechanisms to C. elegans which is easy to genetically manipulate. C. elegans shows behavioural responses to various external physical and chemical stimuli. Electrotaxis is one of its distinct behavioural responses, which is defined as movement towards the cathode in an electric field. In this study, we developed an effective microfluidic trap system for analysing electrotaxis in C. elegans. In addition, two mutant strains (unc-54(s74) and unc-6(e78)) from wild-type (N2) worms were screened using the system. Wild-type (N2) worms and the two mutant strains clearly showed different behavioural responses to the applied electric field, thus enabling the effective screening of the mutant worms from the wild type (N2). This microfluidic system can be utilized as a platform for the study of behavioural responses, and for the sorting and mutant screening of C. elegans.
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Affiliation(s)
- Sunhee Yoon
- Department of Biological Engineering, Inha University, Incheon, South Korea
| | - Mingu Yeo
- Department of Biological Engineering, Inha University, Incheon, South Korea
| | - Hoon Kim
- Department of Emergency Medicine, Inje University Ilsan Paik Hospital, Goyang, Gyeonggi, South Korea
| | - Tae-Joon Jeon
- Department of Biological Engineering, Inha University, Incheon, South Korea.,WCSL of Integrated Human Airway-on-a-Chip, Inha University, Incheon, South Korea
| | - Sun Min Kim
- WCSL of Integrated Human Airway-on-a-Chip, Inha University, Incheon, South Korea.,Department of Mechanical Engineering, Inha University, Incheon, South Korea
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Sofela S, Sahloul S, Rafeie M, Kwon T, Han J, Warkiani ME, Song YA. High-throughput sorting of eggs for synchronization of C. elegans in a microfluidic spiral chip. LAB ON A CHIP 2018; 18:679-687. [PMID: 29372209 DOI: 10.1039/c7lc00998d] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/19/2023]
Abstract
In this study, we report the use of a high-throughput microfluidic spiral chip to screen out eggs from a mixed age nematode population, which can subsequently be cultured to a desired developmental stage. For the sorting of a mixture containing three different developmental stages, eggs, L1 and L4, we utilized a microfluidic spiral chip with a trapezoidal channel to obtain a sorting efficiency of above 97% and a sample purity (SP) of above 80% for eggs at different flow rates up to 10 mL min-1. The result demonstrated a cost-effective, simple, and highly efficient method for synchronizing C. elegans at a high throughput (∼4200 organisms per min at 6 mL min-1), while eliminating challenges such as clogging and non-reusability of membrane-based filtration. Due to its simplicity, our method can be easily adopted in the C. elegans research community.
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Affiliation(s)
- Samuel Sofela
- Division of Engineering, New York University Abu Dhabi, United Arab Emirates
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19
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Muthinja JM, Ripp J, Krüger T, Imle A, Haraszti T, Fackler OT, Spatz JP, Engstler M, Frischknecht F. Tailored environments to study motile cells and pathogens. Cell Microbiol 2018; 20. [PMID: 29316156 DOI: 10.1111/cmi.12820] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2017] [Revised: 12/11/2017] [Accepted: 01/02/2018] [Indexed: 12/13/2022]
Abstract
Motile cells and pathogens migrate in complex environments and yet are mostly studied on simple 2D substrates. In order to mimic the diverse environments of motile cells, a set of assays including substrates of defined elasticity, microfluidics, micropatterns, organotypic cultures, and 3D gels have been developed. We briefly introduce these and then focus on the use of micropatterned pillar arrays, which help to bridge the gap between 2D and 3D. These structures are made from polydimethylsiloxane, a moldable plastic, and their use has revealed new insights into mechanoperception in Caenorhabditis elegans, gliding motility of Plasmodium, swimming of trypanosomes, and nuclear stability in cancer cells. These studies contributed to our understanding of how the environment influences the respective cell and inform on how the cells adapt to their natural surroundings on a cellular and molecular level.
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Affiliation(s)
- Julianne Mendi Muthinja
- Integrative Parasitology, Center for Infectious Diseases, Heidelberg University, Heidelberg, Germany
| | - Johanna Ripp
- Integrative Parasitology, Center for Infectious Diseases, Heidelberg University, Heidelberg, Germany
| | - Timothy Krüger
- Department of Cell and Developmental Biology, Biocenter, Würzburg University, Würzburg, Germany
| | - Andrea Imle
- Integrative Virology, Center for Infectious Diseases, Heidelberg University, Heidelberg, Germany
| | - Tamás Haraszti
- Department of Cellular Biophysics, Max Planck Institute for Medical Research and Institute of Physical Chemistry, Heidelberg University, Heidelberg, Germany.,Deutsches Wollforschungsinstitut-Leibniz Institute for Interactive Materials, Aachen, Germany
| | - Oliver T Fackler
- Integrative Virology, Center for Infectious Diseases, Heidelberg University, Heidelberg, Germany
| | - Joachim P Spatz
- Department of Cellular Biophysics, Max Planck Institute for Medical Research and Institute of Physical Chemistry, Heidelberg University, Heidelberg, Germany
| | - Markus Engstler
- Department of Cell and Developmental Biology, Biocenter, Würzburg University, Würzburg, Germany
| | - Friedrich Frischknecht
- Integrative Parasitology, Center for Infectious Diseases, Heidelberg University, Heidelberg, Germany
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Miniaturized Sensors and Actuators for Biological Studies on Small Model Organisms of Disease. ENERGY, ENVIRONMENT, AND SUSTAINABILITY 2018. [DOI: 10.1007/978-981-10-7751-7_9] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
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21
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Yang L, Hong T, Zhang Y, Arriola JGS, Nelms BL, Mu R, Li D. A microfluidic diode for sorting and immobilization of Caenorhabditis elegans. Biomed Microdevices 2017; 19:38. [PMID: 28466284 DOI: 10.1007/s10544-017-0175-2] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
Caenorhabditis elegans (C. elegans) is a powerful model organism extensively used in studies of human aging and diseases. Despite the numerous advantages of C. elegans as a model system, two biological characteristics may introduce complexity and variability to most studies: 1. it exhibits different biological features, composition and behaviors at different developmental stages; 2. it has very high mobility. Therefore, synchronization and immobilization of worm populations are often required. Conventionally, these processes are implemented through manual and chemical methods, which can be laborious, time-consuming and of low-throughput. Here we demonstrate a microfluidic design capable of simultaneously sorting worms by size at a throughput of 97±4 worms per minute, and allowing for worm collection or immobilization for further investigations. The key component, a microfluidic diode structure, comprises a curved head and a straight tail, which facilitates worms to enter from the curved end but prevents them from translocating from the straight side. This design remarkably enhances the efficiency and accuracy of worm sorting at relatively low flow rates, and hence provides a practical approach to sort worms even with the presence of egg clusters and debris. In addition, we show that well-sorted worms could be immobilized, kept alive and identically orientated, which could facilitate many C. elegans-based studies.
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Affiliation(s)
- Lijie Yang
- Department of Mechanical Engineering, Vanderbilt University, Nashville, TN, 37235, USA
| | - Tao Hong
- Queensborough Community College, Bayside, NY, 11364, USA
| | - Yin Zhang
- School of Mechanical Engineering, Southeast University, Nanjing, 211189, China
| | | | - Brian L Nelms
- Department of Life and Physical Sciences, Fisk University, Nashville, TN, 37208, USA
| | - Richard Mu
- TIGER Institute, College of Engineering, Tennessee State University, Nashville, TN, 37209, USA.
| | - Deyu Li
- Department of Mechanical Engineering, Vanderbilt University, Nashville, TN, 37235, USA.
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22
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Cornaglia M, Lehnert T, Gijs MAM. Microfluidic systems for high-throughput and high-content screening using the nematode Caenorhabditis elegans. LAB ON A CHIP 2017; 17:3736-3759. [PMID: 28840220 DOI: 10.1039/c7lc00509a] [Citation(s) in RCA: 44] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
In a typical high-throughput drug screening (HTS) process, up to millions of chemical compounds are applied to cells cultured in well plates, aiming to find molecules that exhibit a robust dose-response, as evidenced for example by a fluorescence signal. In high-content screening (HCS), one goes a step further by linking the tested compounds to phenotypic information, obtained, for instance, from microscopic cell images, thereby creating richer data sets that also require more advanced analysis methods. The nematode Caenorhabditis elegans came into the screening picture due to the wide availability of its mutants and human disease models, its relatively easy culture and short life cycle. Being a whole-organism model, it allows drug testing under physiological conditions at multi-tissue levels and provides additional observable phenotypes with respect to cell models, related, for instance, to development, aging, behavior or motility. Worm-based HTS studies in liquid environments on microwell plates have been demonstrated, while microfluidic devices allowed surpassing the performance of plates by enabling more versatile and accurate assays, precise and dynamic dosing of compounds, and readouts down to single-animal resolution. In this review, we discuss microfluidic devices for C. elegans analysis and related studies, published in the period from 2012 to 2017. After an introduction to the different screening approaches, we first focus on microfluidic systems with potential for screening applications. Various enabling technologies, e.g. electrophysiological on-chip recordings or laser axotomy, have been implemented, as well as techniques for reversible worm immobilization and high-resolution imaging, combined with algorithms for automated experimentation and analysis. Several devices for developmental or behavioral assays, and worm sorting based on different phenotypes, have been proposed too. In a subsequent section, we review the application of microfluidic-based systems for medium- and high-throughput screens, including neurobiology and neurodegeneration studies, aging and developmental assays, toxicity and pathogenesis screens, as well as behavioral and motility assays. A thorough analysis of this work reveals a trend towards microfluidic systems more and more capable of offering high-quality analyses of large worm populations, based on multi-phenotypic and/or longitudinal readouts, with clear potential for their application in larger HTS/HCS contexts.
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Affiliation(s)
- Matteo Cornaglia
- Laboratory of Microsystems, École Polytechnique Fédérale de Lausanne, Lausanne, CH-1015, Switzerland.
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23
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Ardeshiri R, Mulcahy B, Zhen M, Rezai P. A hybrid microfluidic device for on-demand orientation and multidirectional imaging of C. elegans organs and neurons. BIOMICROFLUIDICS 2016; 10:064111. [PMID: 27990213 PMCID: PMC5135714 DOI: 10.1063/1.4971157] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/23/2016] [Accepted: 11/16/2016] [Indexed: 05/06/2023]
Abstract
C. elegans is a well-known model organism in biology and neuroscience with a simple cellular (959 cells) and nervous (302 neurons) system and a relatively homologous (40%) genome to humans. Lateral and longitudinal manipulation of C. elegans to a favorable orientation is important in many applications such as neural and cellular imaging, laser ablation, microinjection, and electrophysiology. In this paper, we describe a micro-electro-fluidic device for on-demand manipulation of C. elegans and demonstrate its application in imaging of organs and neurons that cannot be visualized efficiently under natural orientation. To achieve this, we have used the electrotaxis technique to longitudinally orient the worm in a microchannel and then insert it into an orientation and imaging channel in which we integrated a rotatable glass capillary for orientation of the worm in any desired direction. The success rates of longitudinal and lateral orientations were 76% and 100%, respectively. We have demonstrated the application of our device in optical and fluorescent imaging of vulva, uterine-vulval cell (uv1), vulB1\2 (adult vulval toroid cells), and ventral nerve cord of wild-type and mutant worms. In comparison to existing methods, the developed technique is capable of orienting the worm at any desired angle and maintaining the orientation while providing access to the worm for potential post-manipulation assays. This versatile tool can be potentially used in various applications such as neurobehavioral imaging, neuronal ablation, microinjection, and electrophysiology.
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Affiliation(s)
- Ramtin Ardeshiri
- Department of Mechanical Engineering, York University , Toronto, Ontario M3J 1P3, Canada
| | - Ben Mulcahy
- Lunenfeld-Tanenbaum Research Institute , Mount Sinai Hospital, Toronto, Ontario M5G 1X5, Canada
| | | | - Pouya Rezai
- Department of Mechanical Engineering, York University , Toronto, Ontario M3J 1P3, Canada
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24
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Gupta BP, Rezai P. Microfluidic Approaches for Manipulating, Imaging, and Screening C. elegans. MICROMACHINES 2016; 7:E123. [PMID: 30404296 PMCID: PMC6190076 DOI: 10.3390/mi7070123] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/19/2016] [Revised: 06/23/2016] [Accepted: 07/11/2016] [Indexed: 11/17/2022]
Abstract
The nematode C. elegans (worm) is a small invertebrate animal widely used in studies related to fundamental biological processes, disease modelling, and drug discovery. Due to their small size and transparent body, these worms are highly suitable for experimental manipulations. In recent years several microfluidic devices and platforms have been developed to accelerate worm handling, phenotypic studies and screens. Here we review major tools and briefly discuss their usage in C. elegans research.
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Affiliation(s)
- Bhagwati P Gupta
- Department of Biology, McMaster University, Hamilton, ON L8S 4K1, Canada.
| | - Pouya Rezai
- Department of Mechanical Engineering, York University, Toronto, ON M3J 1P3, Canada.
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25
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Park JS, Kim D, Shin JH, Weitz DA. Efficient nematode swimming in a shear thinning colloidal suspension. SOFT MATTER 2016; 12:1892-1897. [PMID: 26688321 DOI: 10.1039/c5sm01824b] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
The swimming behavior of a nematode Caenorhabditis elegans (C. elegans) is investigated in a non-Newtonian shear thinning colloidal suspension. At the onset value (ϕ∼ 8%), the suspension begins to exhibit shear thinning behavior, and the average swimming speed of worms jumps by approximately 12% more than that measured in a Newtonian solution exhibiting no shear dependent viscosity. In the shear thinning regime, we observe a gradual yet significant improvement in swimming efficiency with an increase in ϕ while the swimming speed remains nearly constant. We postulate that this enhanced swimming can be explained by the temporal change in the stroke form of the nematode that is uniquely observed in a shear thinning colloidal suspension: the nematode features a fast and large stroke in its head to overcome the temporally high drag imposed by the viscous medium, whose effective viscosity (ηs) is shown to drop drastically, inversely proportional to the strength of its stroke. Our results suggest new insights into how nematodes efficiently maneuver through the complex fluid environment in their natural habitat.
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Affiliation(s)
- Jin-Sung Park
- School of Mechanical, Aerospace and Systems Engineering, Division of Mechanical Engineering, Korea Advanced Institute of Science and Technology, Daejeon 305-701, Republic of Korea
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26
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Dong L, Cornaglia M, Lehnert T, Gijs MAM. Versatile size-dependent sorting of C. elegans nematodes and embryos using a tunable microfluidic filter structure. LAB ON A CHIP 2016; 16:574-585. [PMID: 26755420 DOI: 10.1039/c5lc01328c] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
The roundworm Caenorhabditis elegans (C. elegans) is a powerful model organism for addressing fundamental biological questions related to human disease and aging. Its life cycle consists of an embryo stage, four larval stages that can be clearly distinguished by size and different morphological features, and adulthood. Many worm-based bio-assays require stage- or age-synchronized worm populations, for example for studying the life cycle and aging of worms under different pharmacological conditions or to avoid misinterpretation of results due to overlap of stage-specific response in general. Here, we present a new microfluidic approach for size-dependent sorting of C. elegans nematodes on-chip. We take advantage of the external pressure-deformable profile of polydimethylsiloxane (PDMS) transfer channels that connect two on-chip worm chambers. The pressure-controlled effective cross-section of these channels creates adjustable filter structures that can be easily tuned for a specific worm sorting experiment, without changing the design parameters of the device itself. By optimizing the control pressure settings, we can extract larvae of a specific development stage from a mixed worm culture with an efficiency close to 100% and with a throughput of up to 3.5 worms per second. Our approach also allows us to generate mixed populations of larvae of adjacent stages or to adjust their ratio directly in the microfluidic chamber. Moreover, using the same device, we demonstrated extraction of embryos from adult worm populations for subsequent culture of accurately age-synchronized nematode populations or embryo-based assays. Considering that our sorting device is merely based on geometrical parameters and operated by simple fluidic and pressure control, we believe that it has strong potential for use in advanced, automated, microfluidic C. elegans-based assay platforms.
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Affiliation(s)
- Li Dong
- Laboratory of Microsystems, École Polytechnique Fédérale de Lausanne, CH-1015 Lausanne, Switzerland.
| | - Matteo Cornaglia
- Laboratory of Microsystems, École Polytechnique Fédérale de Lausanne, CH-1015 Lausanne, Switzerland.
| | - Thomas Lehnert
- Laboratory of Microsystems, École Polytechnique Fédérale de Lausanne, CH-1015 Lausanne, Switzerland.
| | - Martin A M Gijs
- Laboratory of Microsystems, École Polytechnique Fédérale de Lausanne, CH-1015 Lausanne, Switzerland.
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27
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Yan Y, Boey D, Ng LT, Gruber J, Bettiol A, Thakor NV, Chen CH. Continuous-flow C. elegans fluorescence expression analysis with real-time image processing through microfluidics. Biosens Bioelectron 2015; 77:428-34. [PMID: 26452079 DOI: 10.1016/j.bios.2015.09.045] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2015] [Revised: 09/18/2015] [Accepted: 09/20/2015] [Indexed: 11/24/2022]
Abstract
The nematode Caenorhabditis elegans has become an essential model organism in neuroscience research because of its stereotyped anatomy, relevance to human biology, and capacity for genetic manipulation. To solve the intrinsic challenges associated with performing manual operations on C. elegans, many automated chip designs based on immobilization-imaging-release approaches have been proposed. These designs are prone to limitations such as the exertion of physical stress on the worms and limited throughput. In this work, a continuous-flow, high-throughput, automated C. elegans analyzer based on droplet encapsulation and real-time image processing was developed to analyze fluorescence expression in worms. To demonstrate its capabilities, two strains of C. elegans nematodes with different levels of expression of green fluorescent protein (GFP) were first mixed in a buffer solution. The worms were encapsulated in water-in-oil droplets to restrict random locomotion. The droplets were closely packed in a two-layer polydimethylsiloxane (PDMS) platform and were flowed through a narrow straight channel, in which a region of interest (ROI) was defined and continuously recorded by a frame acquisition device. Based on the number of pixels counted in the selected color range, our custom software analyzed GFP expression to differentiate between two strains with nearly 100% accuracy and a throughput of 0.5 seconds/worm.
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Affiliation(s)
- Yuanjun Yan
- Department of Biomedical Engineering, National University of Singapore, 9 Engineering Drive 1, Block EA #03-12, Singapore 117575; Singapore Institute for Neurotechnology, 28 Medical Dr. #05-COR, Singapore 117456
| | - Daryl Boey
- Department of Biomedical Engineering, National University of Singapore, 9 Engineering Drive 1, Block EA #03-12, Singapore 117575
| | - Li Theng Ng
- Yale-NUS College, College Ave West, Singapore 138527
| | - Jan Gruber
- Yale-NUS College, College Ave West, Singapore 138527
| | - Andrew Bettiol
- Department of Physics, National University of Singapore, 2 Science Drive 3, Singapore 117551
| | - Nitish V Thakor
- Singapore Institute for Neurotechnology, 28 Medical Dr. #05-COR, Singapore 117456
| | - Chia-Hung Chen
- Department of Biomedical Engineering, National University of Singapore, 9 Engineering Drive 1, Block EA #03-12, Singapore 117575; Singapore Institute for Neurotechnology, 28 Medical Dr. #05-COR, Singapore 117456.
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Yuan J, Zhou J, Raizen DM, Bau HH. High-throughput, motility-based sorter for microswimmers such as C. elegans. LAB ON A CHIP 2015; 15:2790-8. [PMID: 26008643 PMCID: PMC4470807 DOI: 10.1039/c5lc00305a] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/09/2023]
Abstract
Animal motility varies with genotype, disease, aging, and environmental conditions. In many studies, it is desirable to carry out high throughput motility-based sorting to isolate rare animals for, among other things, forward genetic screens to identify genetic pathways that regulate phenotypes of interest. Many commonly used screening processes are labor-intensive, lack sensitivity, and require extensive investigator training. Here, we describe a sensitive, high throughput, automated, motility-based method for sorting nematodes. Our method is implemented in a simple microfluidic device capable of sorting thousands of animals per hour per module, and is amenable to parallelism. The device successfully enriches for known C. elegans motility mutants. Furthermore, using this device, we isolate low-abundance mutants capable of suppressing the somnogenic effects of the flp-13 gene, which regulates C. elegans sleep. By performing genetic complementation tests, we demonstrate that our motility-based sorting device efficiently isolates mutants for the same gene identified by tedious visual inspection of behavior on an agar surface. Therefore, our motility-based sorter is capable of performing high throughput gene discovery approaches to investigate fundamental biological processes.
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Affiliation(s)
- Jinzhou Yuan
- Department of Mechanical Engineering and Applied Mechanics, University of Pennsylvania, Philadelphia, PA 19104, USA.
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Wang X, Hu R, Ge A, Hu L, Wang S, Feng X, Du W, Liu BF. Highly efficient microfluidic sorting device for synchronizing developmental stages of C. elegans based on deflecting electrotaxis. LAB ON A CHIP 2015; 15:2513-21. [PMID: 25963054 DOI: 10.1039/c5lc00354g] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/21/2023]
Abstract
C. elegans as a powerful model organism has been widely used in fundamental biological studies. Many of these studies frequently need a large number of different stage-synchronized worms due to the stage-specific features of C. elegans among 4 distinct larval stages and the adult stage. In this work, we present an interesting and cost-effective microfluidic approach to realize simultaneous sorting of C. elegans of different developmental stages by deflecting electrotaxis. The microfluidic device was fabricated using PDMS consisting of symmetric sorting channels with specific angles, which was further hybridized to an agarose plate. While applying an electric field, different stages of C. elegans would crawl to the negative pore with different angles due to their deflecting electrotaxis. Thus, the worms were separated and synchronized by stages. lon-2 mutant was further used to study this electrotactic response and the results indicated that the body size plays a key role in determining the deflecting angle in matured adult worms. In addition to discriminating wild-type hermaphrodites, it could also be employed to sort mutants with abnormal development sizes and males. Therefore, our device provided a versatile and highly efficient platform for sorting C. elegans to meet the requirement of large numbers of different stage-synchronized worms. It can also be further used to investigate the neuronal basis of deflecting electrotaxis in worms.
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Affiliation(s)
- Xixian Wang
- Britton Chance Center for Biomedical Photonics at Wuhan National Laboratory for Optoelectronics-Hubei Bioinformatics & Molecular Imaging Key Laboratory, Systems Biology Theme, Department of Biomedical Engineering, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan 430074, China.
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Xu J, Wu D, Ip JY, Midorikawa K, Sugioka K. Vertical sidewall electrodes monolithically integrated into 3D glass microfluidic chips using water-assisted femtosecond-laser fabrication for in situ control of electrotaxis. RSC Adv 2015. [DOI: 10.1039/c5ra00256g] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
Abstract
Novel sidewall metal patterning with high flexibility enables facile integration of vertical electrodes in microchannels for in situ control of electrotaxis.
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Affiliation(s)
- Jian Xu
- RIKEN Center for Advanced Photonics
- Wako
- Japan
| | - Dong Wu
- RIKEN Center for Advanced Photonics
- Wako
- Japan
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Zhang B, Li Y, He Q, Qin J, Yu Y, Li X, Zhang L, Yao M, Liu J, Chen Z. Microfluidic platform integrated with worm-counting setup for assessing manganese toxicity. BIOMICROFLUIDICS 2014; 8:054110. [PMID: 25538805 PMCID: PMC4222280 DOI: 10.1063/1.4896663] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/04/2014] [Accepted: 09/16/2014] [Indexed: 05/08/2023]
Abstract
We reported a new microfluidic system integrated with worm responders for evaluating the environmental manganese toxicity. The micro device consists of worm loading units, worm observing chambers, and a radial concentration gradient generator (CGG). Eight T-shape worm loading units of the micro device were used to load the exact number of worms into the corresponding eight chambers with the assistance of worm responders and doorsills. The worm responder, as a key component, was employed for performing automated worm-counting assay through electric impedance sensing. This label-free and non-invasive worm-counting technique was applied to the microsystem for the first time. In addition, the disk-shaped CGG can generate a range of stepwise concentrations of the appointed chemical automatically and simultaneously. Due to the scalable architecture of radial CGG, it has the potential to increase the throughput of the assay. Dopaminergic (DAergic) neurotoxicity of manganese on C. elegans was quantitatively assessed via the observation of green fluorescence protein-tagged DAergic neurons of the strain BZ555 on-chip. In addition, oxidative stress triggered by manganese was evaluated by the quantitative fluorescence intensity of the strain CL2166. By scoring the survival ratio and stroke frequency of worms, we characterized the dose- and time-dependent mobility defects of the manganese-exposed worms. Furthermore, we applied the microsystem to investigate the effect of natural antioxidants to protect manganese-induced toxicity.
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Affiliation(s)
- Beibei Zhang
- School of Pharmaceutical Sciences, Sun Yat-sen University , Guangzhou, Guangdong 510006, China
| | - Yinbao Li
- School of Pharmaceutical Sciences, Gannan Medical University , Ganzhou, JiangXi 341000, China
| | - Qidi He
- School of Pharmaceutical Sciences, Sun Yat-sen University , Guangzhou, Guangdong 510006, China
| | - Jun Qin
- Key Laboratory for Precision and Non-traditional Machining Technology of Ministry of Education, Dalian University of Technology , Dalian, Liaoning 116023, China
| | - Yanyan Yu
- School of Pharmaceutical Sciences, Sun Yat-sen University , Guangzhou, Guangdong 510006, China
| | - Xinchun Li
- School of Pharmaceutical Sciences, Guangxi Medical University , Nanning, Guangxi 530021, China
| | - Lin Zhang
- School of Pharmaceutical Sciences, Sun Yat-sen University , Guangzhou, Guangdong 510006, China
| | - Meicun Yao
- School of Pharmaceutical Sciences, Sun Yat-sen University , Guangzhou, Guangdong 510006, China
| | - Junshan Liu
- Key Laboratory for Precision and Non-traditional Machining Technology of Ministry of Education, Dalian University of Technology , Dalian, Liaoning 116023, China
| | - Zuanguang Chen
- School of Pharmaceutical Sciences, Sun Yat-sen University , Guangzhou, Guangdong 510006, China
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Ai X, Zhuo W, Liang Q, McGrath PT, Lu H. A high-throughput device for size based separation of C. elegans developmental stages. LAB ON A CHIP 2014; 14:1746-52. [PMID: 24671424 PMCID: PMC4042318 DOI: 10.1039/c3lc51334c] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/22/2023]
Abstract
Caenorhabditis elegans is a widely used model organism to study development, aging and behavior. Many of these biological studies require staging a large number of worms to assay a synchronized population of animals. Conventional synchronization techniques such as manual picking, gravity stratification and chemical bleaching are labor-intensive and could perturb animals' physiology. Thus, there is a need for a simple inexpensive technology to sort a mixed population of worms based on their developmental stages with minimal perturbation. Here we demonstrate a simple but accurate and high-throughput technique to sort based on animal size, which correlates well with developmental stages. The device consists of an array of geometrically optimized pillars that act as a sieve to allow worms of specific sizes to rapidly move through. With optimized chamber heights, pillar spacing and driving pressures, these binary separation devices are capable of independently separating a mixture of worms at two different stages at average efficiency of around 95%, and throughput of hundreds of worms per minute. In addition, when four devices are used sequentially, we demonstrate the ability to stratify a mixture of worms of all developmental stages with >85% overall efficiency.
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Affiliation(s)
- Xiaoni Ai
- Beijing Key Laboratory for Microanalytical Methods and Instrumentation, Department of Chemistry, Tsinghua University, Beijing, 100084, China
- School of Chemical & Biomolecular Engineering, Georgia Institute of Technology, Atlanta, GA, 30332-0100
| | - Weipeng Zhuo
- School of Chemical & Biomolecular Engineering, Georgia Institute of Technology, Atlanta, GA, 30332-0100
- School of Biology, Georgia Institute of Technology, Atlanta, GA 30332
| | - Qionglin Liang
- Beijing Key Laboratory for Microanalytical Methods and Instrumentation, Department of Chemistry, Tsinghua University, Beijing, 100084, China
| | - Patrick T. McGrath
- The Petit Institute for Bioengineering and Bioscience, Georgia Institute of Technology, Atlanta, GA
- School of Biology, Georgia Institute of Technology, Atlanta, GA 30332
| | - Hang Lu
- School of Chemical & Biomolecular Engineering, Georgia Institute of Technology, Atlanta, GA, 30332-0100
- The Petit Institute for Bioengineering and Bioscience, Georgia Institute of Technology, Atlanta, GA
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Paveley RA, Bickle QD. Automated imaging and other developments in whole-organism anthelmintic screening. Parasite Immunol 2014; 35:302-13. [PMID: 23581722 DOI: 10.1111/pim.12037] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2013] [Accepted: 04/06/2013] [Indexed: 12/13/2022]
Abstract
Helminth infections still represent a huge public health problem throughout the developing world and in the absence of vaccines control is based on periodic mass drug administration. Poor efficacy of some anthelmintics and concerns about emergence of drug resistance has highlighted the need for new drug discovery. Most current anthelmintics were discovered through in vivo screening of selected compounds in animal models but recent approaches have shifted towards screening for activity against adult or larval stages in vitro. Larvae are normally available in greater numbers than adults, can often be produced in vitro and are small enough for microplate assays. However, the manual visualization of drug effects in vitro is subjective, laborious and slow. This can be overcome by application of automated readouts including high-content imaging. Incorporated into robotically controlled HTS platforms such methods allow the very large compound collections being made available by the pharmaceutical industry or academic organizations to be screened against helminths for the first time, invigorating the drug discovery pipeline. Here, we review the status of whole-organism screens based on in vitro activity against living worms and highlight the recent progress towards automated image-based readouts.
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Affiliation(s)
- R A Paveley
- Department of Infection and Immunity, London School of Hygiene and Tropical Medicine, London, UK
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Wu J, Lin F. Recent Developments in Electrotaxis Assays. Adv Wound Care (New Rochelle) 2014; 3:149-155. [PMID: 24761355 DOI: 10.1089/wound.2013.0453] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2013] [Accepted: 05/08/2013] [Indexed: 01/14/2023] Open
Abstract
Significance: A wide range of cell types can migrate in response to physiological or externally applied direct current electric field (dcEF), a process termed electrotaxis. In particular, electrotaxis of epithelial cells to wound-generated dcEF for mediating wound healing is a well-accepted mechanism. In addition, various immune cells have been demonstrated to undergo electrotaxis, suggesting a link between electrotaxis and inflammatory responses in wound healing. Electrotaxis research will generate important insight into the electrical guiding mechanism for cell migration thereby providing the scientific basis to further develop clinical applications for wound care. Development of advanced electrotaxis assays will critically enable in-depth experimental electrotaxis studies in vitro. Recent Advances: Recently, a number of new electrotaxis assays or new uses of previously developed assays for electrotaxis studies have been reported. These new developments provide improved solutions for experimental throughput, configuration of three-dimensional cell migration environments and coexisting guiding signals, measurements of collective electrotactic cell migration, and sorting electrotactic populations. Critical Issues: These new developments face the challenge of playing a more important role to better understand the biological mechanisms underlying electrotaxis, in addition to making a stronger impact on relevant applications. Future Directions: On one hand, specific electrotaxis assays should be further developed to improve its function and tested for a broader range of experimental conditions and electrotactic populations. On the other hand, joint efforts among electrotaxis researchers are needed to integrate the unique features of specific electrotaxis assays, allowing more advanced and efficient electrotaxis analyses to answer both basic science and clinical questions.
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Affiliation(s)
- Jiandong Wu
- Department of Physics and Astronomy, University of Manitoba, Winnipeg, Canada
- Department of Biosystems Engineering, University of Manitoba, Winnipeg, Canada
| | - Francis Lin
- Department of Physics and Astronomy, University of Manitoba, Winnipeg, Canada
- Department of Biosystems Engineering, University of Manitoba, Winnipeg, Canada
- Department of Biological Sciences, University of Manitoba, Winnipeg, Canada
- Department of Immunology, University of Manitoba, Winnipeg, Canada
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Bakhtina NA, Korvink JG. Microfluidic laboratories for C. elegans enhance fundamental studies in biology. RSC Adv 2014. [DOI: 10.1039/c3ra43758b] [Citation(s) in RCA: 57] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
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Abstract
Over the past two decades, the application of microengineered systems in the chemical and biological sciences has transformed the way in which high-throughput experimentation is performed. The ability to fabricate complex microfluidic architectures has allowed scientists to create new experimental formats for processing ultra-small analytical volumes in short periods and with high efficiency. The development of such microfluidic systems has been driven by a range of fundamental features that accompany miniaturization. These include the ability to handle small sample volumes, ultra-low fabrication costs, reduced analysis times, enhanced operational flexibility, facile automation, and the ability to integrate functional components within complex analytical schemes. Herein we discuss the impact of microfluidics in the area of high-throughput screening and drug discovery and highlight some of the most pertinent studies in the recent literature.
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Affiliation(s)
- Oliver J. Dressler
- Department of Chemistry & Applied Biosciences, Institute for Chemical and Bioengineering, ETH Zürich, Zürich, Switzerland
| | - Richard M. Maceiczyk
- Department of Chemistry & Applied Biosciences, Institute for Chemical and Bioengineering, ETH Zürich, Zürich, Switzerland
| | - Soo-Ik Chang
- Department of Biochemistry, Chungbuk National University, Cheongju, Republic of Korea
| | - Andrew J. deMello
- Department of Chemistry & Applied Biosciences, Institute for Chemical and Bioengineering, ETH Zürich, Zürich, Switzerland
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