Evidence map›Paper›PMID 37152651›Full record

ReviewFrontiers in bioengineering and biotechnology2023

Droplets microfluidics platform-A tool for single cell research.

Bixuan Li, Xi Ma, Jianghong Cheng, Tian Tian, Jiao Guo, Yang Wang, Long Pang

Abstract readReview
In one paragraph

Review in Frontiers in bioengineering and biotechnology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.

0numbers the graph read from it
0cells of the map it votes in
16citing papers in PubMed
–field-weighted citation impact
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

16 citing papers in PubMed.

  1. Review
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  5. Optical Tweezers in Emulsion Research: Principles, Advances, and Prospects.Langmuir : the ACS journal of surfaces and colloids · 2026
    Review
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  15. Research progress in isolation and identification of rumen probiotics.Frontiers in cellular and infection microbiology · 2024
    Review
  16. Article
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.

Bixuan LiXi'an Key Laboratory of Pathogenic Microorganism and Tumor Immunity, Xi'an, China.
Xi MaXi'an Key Laboratory of Pathogenic Microorganism and Tumor Immunity, Xi'an, China.
Jianghong ChengXi'an Key Laboratory of Pathogenic Microorganism and Tumor Immunity, Xi'an, China.
Tian TianXi'an Key Laboratory of Pathogenic Microorganism and Tumor Immunity, Xi'an, China.
Jiao GuoXi'an Key Laboratory of Pathogenic Microorganism and Tumor Immunity, Xi'an, China.
Yang WangXi'an Key Laboratory of Pathogenic Microorganism and Tumor Immunity, Xi'an, China.
Long PangXi'an Key Laboratory of Pathogenic Microorganism and Tumor Immunity, Xi'an, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Cells are the most basic structural and functional units of living organisms. Studies of cell growth, differentiation, apoptosis, and cell-cell interactions can help scientists understand the mysteries of living systems. However, there is considerable heterogeneity among cells. Great differences between individuals can be found even within the same cell cluster. Cell heterogeneity can only be clearly expressed and distinguished at the level of single cells. The development of droplet microfluidics technology opens up a new chapter for single-cell analysis. Microfluidic chips can produce many nanoscale monodisperse droplets, which can be used as small isolated micro-laboratories for various high-throughput, precise single-cell analyses. Moreover, gel droplets with good biocompatibility can be used in single-cell cultures and coupled with biomolecules for various downstream analyses of cellular metabolites. The droplets are also maneuverable; through physical and chemical forces, droplets can be divided, fused, and sorted to realize single-cell screening and other related studies. This review describes the channel design, droplet generation, and control technology of droplet microfluidics and gives a detailed overview of the application of droplet microfluidics in single-cell culture, single-cell screening, single-cell detection, and other aspects. Moreover, we provide a recent review of the application of droplet microfluidics in tumor single-cell immunoassays, describe in detail the advantages of microfluidics in tumor research, and predict the development of droplet microfluidics at the single-cell level.

Indexed as

droplets microfluidicssingle-cell culturesingle cell detectionsingle cell screeningtumor single-cell immunity

Identifiers

PMID37152651
PMCPMC10154550

What OpenQuestion holds

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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.