Literature DB >> 27510097

Scaling and automation of a high-throughput single-cell-derived tumor sphere assay chip.

Yu-Heng Cheng1, Yu-Chih Chen, Riley Brien, Euisik Yoon.   

Abstract

Recent research suggests that cancer stem-like cells (CSCs) are the key subpopulation for tumor relapse and metastasis. Due to cancer plasticity in surface antigen and enzymatic activity markers, functional tumorsphere assays are promising alternatives for CSC identification. To reliably quantify rare CSCs (1-5%), thousands of single-cell suspension cultures are required. While microfluidics is a powerful tool in handling single cells, previous works provide limited throughput and lack automatic data analysis capability required for high-throughput studies. In this study, we present the scaling and automation of high-throughput single-cell-derived tumor sphere assay chips, facilitating the tracking of up to ∼10 000 cells on a chip with ∼76.5% capture rate. The presented cell capture scheme guarantees sampling a representative population from the bulk cells. To analyze thousands of single-cells with a variety of fluorescent intensities, a highly adaptable analysis program was developed for cell/sphere counting and size measurement. Using a Pluronic® F108 (poly(ethylene glycol)-block-poly(propylene glycol)-block-poly(ethylene glycol)) coating on polydimethylsiloxane (PDMS), a suspension culture environment was created to test a controversial hypothesis: whether larger or smaller cells are more stem-like defined by the capability to form single-cell-derived spheres. Different cell lines showed different correlations between sphere formation rate and initial cell size, suggesting heterogeneity in pathway regulation among breast cancer cell lines. More interestingly, by monitoring hundreds of spheres, we identified heterogeneity in sphere growth dynamics, indicating the cellular heterogeneity even within CSCs. These preliminary results highlight the power of unprecedented high-throughput and automation in CSC studies.

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Year:  2016        PMID: 27510097      PMCID: PMC6559352          DOI: 10.1039/c6lc00778c

Source DB:  PubMed          Journal:  Lab Chip        ISSN: 1473-0189            Impact factor:   6.799


  34 in total

1.  Large-scale single-cell trapping and imaging using microwell arrays.

Authors:  Jacqueline R Rettig; Albert Folch
Journal:  Anal Chem       Date:  2005-09-01       Impact factor: 6.986

2.  A trap-and-release integrated microfluidic system for dynamic microarray applications.

Authors:  Wei-Heong Tan; Shoji Takeuchi
Journal:  Proc Natl Acad Sci U S A       Date:  2007-01-16       Impact factor: 11.205

Review 3.  Beyond tumorigenesis: cancer stem cells in metastasis.

Authors:  Feng Li; Benjamin Tiede; Joan Massagué; Yibin Kang
Journal:  Cell Res       Date:  2007-01       Impact factor: 25.617

4.  Enrichment of a population of mammary gland cells that form mammospheres and have in vivo repopulating activity.

Authors:  Mai-Jing Liao; Cheng Cheng Zhang; Beiyan Zhou; Drazen B Zimonjic; Sendurai A Mani; Megan Kaba; Ann Gifford; Ferenc Reinhardt; Nicholas C Popescu; Wenjun Guo; Elinor Ng Eaton; Harvey F Lodish; Robert A Weinberg
Journal:  Cancer Res       Date:  2007-09-01       Impact factor: 12.701

5.  Poly(oxyethylene) based surface coatings for poly(dimethylsiloxane) microchannels.

Authors:  Wibke Hellmich; Jan Regtmeier; Thanh Tu Duong; Robert Ros; Dario Anselmetti; Alexandra Ros
Journal:  Langmuir       Date:  2005-08-02       Impact factor: 3.882

Review 6.  Stem cells, cancer, and cancer stem cells.

Authors:  T Reya; S J Morrison; M F Clarke; I L Weissman
Journal:  Nature       Date:  2001-11-01       Impact factor: 49.962

Review 7.  Survival of mammary stem cells in suspension culture: implications for stem cell biology and neoplasia.

Authors:  Gabriela Dontu; Max S Wicha
Journal:  J Mammary Gland Biol Neoplasia       Date:  2005-01       Impact factor: 2.673

8.  Engineering protein and cell adhesivity using PEO-terminated triblock polymers.

Authors:  Valerie A Liu; William E Jastromb; Sangeeta N Bhatia
Journal:  J Biomed Mater Res       Date:  2002-04

9.  Single-cell cloning of colon cancer stem cells reveals a multi-lineage differentiation capacity.

Authors:  L Vermeulen; M Todaro; F de Sousa Mello; M R Sprick; K Kemper; M Perez Alea; D J Richel; G Stassi; J P Medema
Journal:  Proc Natl Acad Sci U S A       Date:  2008-09-02       Impact factor: 11.205

10.  Flow cytometric characterization of the DAOY medulloblastoma cell line for the cancer stem-like phenotype.

Authors:  Vinit Krishna Srivastava; Josephine Nalbantoglu
Journal:  Cytometry A       Date:  2008-10       Impact factor: 4.355

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  15 in total

1.  Mesenchymal Stem/Stromal Cell Engulfment Reveals Metastatic Advantage in Breast Cancer.

Authors:  Yu-Chih Chen; Maria E Gonzalez; Boris Burman; Xintao Zhao; Talha Anwar; Mai Tran; Natasha Medhora; Ayse B Hiziroglu; Woncheol Lee; Yu-Heng Cheng; Yehyun Choi; Euisik Yoon; Celina G Kleer
Journal:  Cell Rep       Date:  2019-06-25       Impact factor: 9.423

2.  Soft lithography fabrication of index-matched microfluidic devices for reducing artifacts in fluorescence and quantitative phase imaging.

Authors:  Diane N H Kim; Kevin T Kim; Carolyn Kim; Michael A Teitell; Thomas A Zangle
Journal:  Microfluid Nanofluidics       Date:  2017-12-01       Impact factor: 2.529

3.  Selective Photomechanical Detachment and Retrieval of Divided Sister Cells from Enclosed Microfluidics for Downstream Analyses.

Authors:  Yu-Chih Chen; Hyoung Won Baac; Kyu-Tae Lee; Shamileh Fouladdel; Kendall Teichert; Jong G Ok; Yu-Heng Cheng; Patrick N Ingram; A John Hart; Ebrahim Azizi; L Jay Guo; Max S Wicha; Euisik Yoon
Journal:  ACS Nano       Date:  2017-05-08       Impact factor: 18.027

4.  Early Prediction of Single-Cell Derived Sphere Formation Rate Using Convolutional Neural Network Image Analysis.

Authors:  Yu-Chih Chen; Zhixiong Zhang; Euisik Yoon
Journal:  Anal Chem       Date:  2020-05-19       Impact factor: 8.008

5.  Functional Isolation of Tumor-Initiating Cells using Microfluidic-Based Migration Identifies Phosphatidylserine Decarboxylase as a Key Regulator.

Authors:  Yu-Chih Chen; Brock Humphries; Riley Brien; Anne E Gibbons; Yu-Ting Chen; Tonela Qyli; Henry R Haley; Matthew E Pirone; Benjamin Chiang; Annie Xiao; Yu-Heng Cheng; Yi Luan; Zhixiong Zhang; Jason Cong; Kathryn E Luker; Gary D Luker; Euisik Yoon
Journal:  Sci Rep       Date:  2018-01-10       Impact factor: 4.379

6.  Lagrangian Trajectories to Predict the Formation of Population Heterogeneity in Large-Scale Bioreactors.

Authors:  Maike Kuschel; Flora Siebler; Ralf Takors
Journal:  Bioengineering (Basel)       Date:  2017-03-29

7.  Deterministic culturing of single cells in 3D.

Authors:  Rohil Jain; Shirisha Chittiboyina; Chun-Li Chang; Sophie A Lelièvre; Cagri A Savran
Journal:  Sci Rep       Date:  2020-07-02       Impact factor: 4.379

Review 8.  Current Trends of Microfluidic Single-Cell Technologies.

Authors:  Pallavi Shinde; Loganathan Mohan; Amogh Kumar; Koyel Dey; Anjali Maddi; Alexander N Patananan; Fan-Gang Tseng; Hwan-You Chang; Moeto Nagai; Tuhin Subhra Santra
Journal:  Int J Mol Sci       Date:  2018-10-12       Impact factor: 5.923

9.  The Viability of Single Cancer Cells after Exposure to Hydrodynamic Shear Stresses in a Spiral Microchannel: A Canine Cutaneous Mast Cell Tumor Model.

Authors:  Dettachai Ketpun; Achariya Sailasuta; Thammawit Suwannaphan; Sudchaya Bhanpattanakul; Alongkorn Pimpin; Werayut Srituravanich; Witsaroot Sripumkhai; Wutthinan Jeamsaksiri; Prapruddee Piyaviriyakul
Journal:  Micromachines (Basel)       Date:  2017-12-28       Impact factor: 2.891

10.  An acoustofluidic trap and transfer approach for organizing a high density single cell array.

Authors:  Korine A Ohiri; Sean T Kelly; Jeffrey D Motschman; Kevin H Lin; Kris C Wood; Benjamin B Yellen
Journal:  Lab Chip       Date:  2018-07-10       Impact factor: 7.517

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