Evidence map›Paper›PMID 37252002›Full record

ArticlePNAS nexus2023

Highly efficient cell-microbead encapsulation using dielectrophoresis-assisted dual-nanowell array.

Zuyuan Tian, Zhipeng Yuan, Pedro A Duarte, Mohamed Shaheen, Shaoxi Wang, Lacey Haddon, Jie Chen

Open access · goldAbstract read
In one paragraph

Article in PNAS nexus, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
0.5field-weighted citation impact, top 40% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed, 5 citations in OpenAlex.

  1. Review
  2. On-chip dielectrophoretic single-cell manipulation.Microsystems & nanoengineering · 2024
    Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors at 2 institutions in 2 countries.

Zuyuan TianDepartment of Electrical and Computer Engineering, University of Alberta, 9107 116 Street NW, T6G 1H9 Edmonton, AB, Canada.
Zhipeng YuanDepartment of Electrical and Computer Engineering, University of Alberta, 9107 116 Street NW, T6G 1H9 Edmonton, AB, Canada.
Pedro A DuarteDepartment of Electrical and Computer Engineering, University of Alberta, 9107 116 Street NW, T6G 1H9 Edmonton, AB, Canada.
Mohamed ShaheenDepartment of Electrical and Computer Engineering, University of Alberta, 9107 116 Street NW, T6G 1H9 Edmonton, AB, Canada.
Shaoxi WangSchool of Microelectronics, Northwestern Polytechnical University, 127 Youyi St West, 710129 Xi'an, Shannxi, China.
Lacey HaddonDepartment of Electrical and Computer Engineering, University of Alberta, 9107 116 Street NW, T6G 1H9 Edmonton, AB, Canada.
Jie ChenDepartment of Electrical and Computer Engineering, University of Alberta, 9107 116 Street NW, T6G 1H9 Edmonton, AB, Canada.ORCID https://orcid.org/0000-0001-7925-3729
University of Alberta · CANorthwestern Polytechnical University · CN

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Recent advancements in micro/nanofabrication techniques have led to the development of portable devices for high-throughput single-cell analysis through the isolation of individual target cells, which are then paired with functionalized microbeads. Compared with commercially available benchtop instruments, portable microfluidic devices can be more widely and cost-effectively adopted in single-cell transcriptome and proteome analysis. The sample utilization and cell pairing rate (∼33%) of current stochastic-based cell-bead pairing approaches are fundamentally limited by Poisson statistics. Despite versatile technologies having been proposed to reduce randomness during the cell-bead pairing process in order to statistically beat the Poisson limit, improvement of the overall pairing rate of a single cell to a single bead is typically based on increased operational complexity and extra instability. In this article, we present a dielectrophoresis (DEP)-assisted dual-nanowell array (ddNA) device, which employs an innovative microstructure design and operating process that decouples the bead- and cell-loading processes. Our ddNA design contains thousands of subnanoliter microwell pairs specifically tailored to fit both beads and cells. Interdigitated electrodes (IDEs) are placed below the microwell structure to introduce a DEP force on cells, yielding high single-cell capture and pairing rates. Experimental results with human embryonic kidney cells confirmed the suitability and reproducibility of our design. We achieved a single-bead capture rate of >97% and a cell-bead pairing rate of >75%. We anticipate that our device will enhance the application of single-cell analysis in practical clinical use and academic research.

Indexed as

co-encapsulationdielectrophoresishydrophilic beadsmicrofluidicssingle-cell capture

Identifiers

PMID37252002
PMCPMC10210622
OpenAlexW4376125611

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.