Evidence map›Paper›PMID 42783184›Full record

ReviewBiosensors2026

Applications of Acoustic Waves in Micro-Droplet Technologies.

Jianing Liu, Lijun Chen, Zheng Peng, Zachary B Cluff, Pam Van Ry, Joseph Rich, Ruoyu Zhong

Abstract readReview
In one paragraph

Review in Biosensors, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Jianing LiuSchool of Microelectronics, Shanghai University, Shanghai 200072, China.
Lijun ChenSchool of Microelectronics, Shanghai University, Shanghai 200072, China.
Zheng PengSchool of Microelectronics, Shanghai University, Shanghai 200072, China.
Zachary B CluffDepartment of Chemical and Biological Engineering, Brigham Young University, Provo, UT 84602, USA.
Pam Van RyDepartment of Chemistry and Biochemistry, Brigham Young University, Provo, UT 84602, USA.ORCID 0000-0003-0195-7229
Joseph RichDepartment of Chemical and Biological Engineering, Brigham Young University, Provo, UT 84602, USA.
Ruoyu ZhongSchool of Microelectronics, Shanghai University, Shanghai 200072, China.ORCID 0000-0003-0433-0923

Funding

Science and Technology Commission of Shanghai Municipality 25xtcx00300
6 · The paper itself

Abstract

Acoustofluidics has emerged as a powerful technique for the precise generation, sorting, manipulation, and stimulation of cell-laden droplets within emerging droplet microfluidic studies. Droplet acoustofluidics leverages various mechanisms, including acoustic radiation forces and acoustic streaming, to actively manipulate droplets non-invasively. The remarkable speed, precision, and biocompatibility of acoustic waves make it an ideal tool for droplet-based single-cell-level biomedical research. This review paper provides a comprehensive overview of recent advancements in droplet acoustofluidics technologies, highlighting their mechanisms, advantages, applications, and challenges. We have compiled the fundamental principles of acoustic waves and summarized major applications, including single-cell droplet generation, sorting, and active in-droplet manipulation. Despite the advances that current droplet acoustofluidics have achieved, we point out the challenges and give out our thoughts on future improvement directions. These insights will have important implications for advancing interdisciplinary research in cell mechanobiology, drug screening, cell sorting, and mechanophenotyping.

Indexed as

AcousticsMicrofluidic Analytical TechniquesMicrofluidicsSoundHumansacoustic streamingacoustic wavesacoustofluidicsdroplet manipulationdroplet microfluidicsradiation force

Identifiers

PMID42783184
PMCPMC13604477

What OpenQuestion holds

Textmetadata
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.