An Integrated Dielectrophoresis-Trapping and Nanowell Transfer Approach to Enable Double-Sub-Poisson Single-Cell RNA Sequencing

被引:54
作者
Bai, Zhiliang [1 ,5 ]
Deng, Yanxiang [1 ]
Kim, Dongjoo [1 ]
Chen, Zhuo [1 ]
Xiao, Yang [1 ]
Fan, Rong [1 ,2 ,3 ,4 ]
机构
[1] Yale Univ, Dept Biomed Engn, New Haven, CT 06511 USA
[2] Yale Sch Med, Yale Stem Cell Ctr, New Haven, CT 06511 USA
[3] Yale Sch Med, Yale Canc Ctr, New Haven, CT 06511 USA
[4] Yale Sch Med, Human & Translat Immunol, New Haven, CT 06511 USA
[5] Tianjin Univ, State Key Lab Precis Measurement Technol & Instru, Tianjin 300072, Peoples R China
关键词
single-cell RNA sequencing dielectrophoresis; nanowell; microfluidic; sub-Poisson distribution; HIGH-THROUGHPUT; LOW-COST; ARRAY; SEPARATION; DEVICE;
D O I
10.1021/acsnano.0c02953
中图分类号
O6 [化学];
学科分类号
070301 [无机化学];
摘要
Current technologies for high-throughput single-cell RNA sequencing (scRNA-seq) are based upon stochastic pairing of cells and barcoded beads in nanoliter droplets or wells. They are limited by the mathematical principle of the Poisson statistics such that the utilization of either cells or beads or both is no more than similar to 33%. Despite the versatile design of microfluidics or microwells for high-yield loading of beads that beats the Poisson limit, subsequent encapsulation of single cells is still determined by stochastic pairing, representing a fundamental limitation in the field of single-cell sequencing. Here, we present dTNT-seq, an integrated dielectrophoresis (DEP)-trapping-nanowell-transfer (dTNT) approach to perform cell trapping and bead loading both in a sub-Poisson manner to facilitate scRNA-seq. A larger-sized 50 mu m microwell array was prealigned precisely on top of the 20 mu m DEP nanowell array such that single cells trapped by DEP can be readily transferred into the underneath larger wells by flipping the device, followed by subsequent hydrodynamic bead loading and coisolation with transferred single cells. Using a dTNT device composed of 3600 electroactive DEP-nanowell units, we demonstrated a single-cell trapping rate of 91.84%, a transfer efficiency of 82%, and a routine bead loading rate of >99%, which breaks the Poisson limit for the capture of both cells and beads, thus called double-sub-Poisson distribution, prior to encapsulating them in nanoliter wells for cellular mRNA barcoding. This approach was applied to human (HEK) and mouse (3T3) cells. Comparison with a non-DEP-based method through gene expression clustering and regulatory pathway analysis demonstrates consistent patterns and negligible alternation of cellular transcriptional states by DEP. We envision the dTNT-seq device can be modified for studying cell-cell interactions and enable other applications requiring active manipulation of single cells prior to transcriptome sequencing.
引用
收藏
页码:7412 / 7424
页数:13
相关论文
共 45 条
[1]
Probing the role of multicellular organization in three-dimensional microenvironments [J].
Albrecht, DR ;
Underhill, GH ;
Wassermann, TB ;
Sah, RL ;
Bhatia, SN .
NATURE METHODS, 2006, 3 (05) :369-375
[2]
An atlas of the aging lung mapped by single cell transcriptomics and deep tissue proteomics [J].
Angelidis, Ilias ;
Simon, Lukas M. ;
Fernandez, Isis E. ;
Strunz, Maximilian ;
Mayr, Christoph H. ;
Greiffo, Flavia R. ;
Tsitsiridis, George ;
Ansari, Meshal ;
Graf, Elisabeth ;
Strom, Tim-Matthias ;
Nagendran, Monica ;
Desai, Tushar ;
Eickelberg, Oliver ;
Mann, Matthias ;
Theis, Fabian J. ;
Schiller, Herbert B. .
NATURE COMMUNICATIONS, 2019, 10 (1)
[3]
DIELECTRIC-PROPERTIES OF MOUSE LYMPHOCYTES AND ERYTHROCYTES [J].
ASAMI, K ;
TAKAHASHI, Y ;
TAKASHIMA, S .
BIOCHIMICA ET BIOPHYSICA ACTA, 1989, 1010 (01) :49-55
[4]
Single-Cell Map of Diverse Immune Phenotypes in the Breast Tumor Microenvironment [J].
Azizi, Elham ;
Carr, Ambrose J. ;
Plitas, George ;
Cornish, Andrew E. ;
Konopacki, Catherine ;
Prabhakaran, Sandhya ;
Nainys, Juozas ;
Wu, Kenmin ;
Kiseliovas, Vaidotas ;
Setty, Manu ;
Choi, Kristy ;
Fromme, Rachel M. ;
Phuong Dao ;
McKenney, Peter T. ;
Wasti, Ruby C. ;
Kadaveru, Krishna ;
Mazutis, Linas ;
Rudensky, Alexander Y. ;
Pe'er, Dana .
CELL, 2018, 174 (05) :1293-+
[5]
Simplified Drop-seq workflow with minimized bead loss using a bead capture and processing microfluidic chip [J].
Biocanin, Marjan ;
Bues, Johannes ;
Dainese, Riccardo ;
Amstad, Esther ;
Deplancke, Bart .
LAB ON A CHIP, 2019, 19 (09) :1610-1620
[6]
Conductometric properties of human erythrocyte membranes: Dependence on haematocrit and alkali metal ions of the suspending medium [J].
Bordi, F ;
Cametti, C ;
Misasi, R ;
DePersio, R ;
Zimatore, G .
EUROPEAN BIOPHYSICS JOURNAL WITH BIOPHYSICS LETTERS, 1997, 26 (03) :215-225
[7]
The Gene Ontology Resource: 20 years and still GOing strong [J].
Carbon, S. ;
Douglass, E. ;
Dunn, N. ;
Good, B. ;
Harris, N. L. ;
Lewis, S. E. ;
Mungall, C. J. ;
Basu, S. ;
Chisholm, R. L. ;
Dodson, R. J. ;
Hartline, E. ;
Fey, P. ;
Thomas, P. D. ;
Albou, L. P. ;
Ebert, D. ;
Kesling, M. J. ;
Mi, H. ;
Muruganujian, A. ;
Huang, X. ;
Poudel, S. ;
Mushayahama, T. ;
Hu, J. C. ;
LaBonte, S. A. ;
Siegele, D. A. ;
Antonazzo, G. ;
Attrill, H. ;
Brown, N. H. ;
Fexova, S. ;
Garapati, P. ;
Jones, T. E. M. ;
Marygold, S. J. ;
Millburn, G. H. ;
Rey, A. J. ;
Trovisco, V. ;
dos Santos, G. ;
Emmert, D. B. ;
Falls, K. ;
Zhou, P. ;
Goodman, J. L. ;
Strelets, V. B. ;
Thurmond, J. ;
Courtot, M. ;
Osumi-Sutherland, D. ;
Parkinson, H. ;
Roncaglia, P. ;
Acencio, M. L. ;
Kuiper, M. ;
Laegreid, A. ;
Logie, C. ;
Lovering, R. C. .
NUCLEIC ACIDS RESEARCH, 2019, 47 (D1) :D330-D338
[8]
Single-Cell Digital Lysates Generated by Phase-Switch Microfluidic Device Reveal Transcriptome Perturbation of Cell Cycle [J].
Chen, Yan ;
Millstein, Joshua ;
Liu, Yao ;
Chen, Gina Y. ;
Chen, Xuelian ;
Stucky, Andres ;
Qu, Cunye ;
Fan, Jian-Bing ;
Chang, Xiao ;
Soleimany, Ava ;
Wang, Kai ;
Zhong, Jiangjian ;
Liu, Jie ;
Gilliland, Frank D. ;
Li, Zhongjun ;
Zhang, Xi ;
Zhong, Jiang F. .
ACS NANO, 2018, 12 (05) :4687-4694
[9]
Hydro-Seq enables contamination-free high-throughput single-cell RNA-sequencing for circulating tumor cells [J].
Cheng, Yu-Heng ;
Chen, Yu-Chih ;
Lin, Eric ;
Brien, Riley ;
Jung, Seungwon ;
Chen, Yu-Ting ;
Lee, Woncheol ;
Hao, Zhijian ;
Sahoo, Saswat ;
Kang, Hyun Min ;
Cong, Jason ;
Burness, Monika ;
Nagrath, Sunitha ;
Wicha, Max S. ;
Yoon, Euisik .
NATURE COMMUNICATIONS, 2019, 10 (1)
[10]
Statistical significance of variables driving systematic variation in high-dimensional data [J].
Chung, Neo Christopher ;
Storey, John D. .
BIOINFORMATICS, 2015, 31 (04) :545-554