Evidence map›Paper›PMID 37468650›Full record

ReviewNature protocols2023

Acoustic tweezers for high-throughput single-cell analysis.

Shujie Yang, Joseph Rufo, Ruoyu Zhong, Joseph Rich, Zeyu Wang, Luke P Lee, Tony Jun Huang

Open access · greenAbstract readReview
In one paragraph

Review in Nature protocols, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 45 papers.

0numbers the graph read from it
0cells of the map it votes in
45citing papers in PubMed
9.2field-weighted citation impact, top 1% 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

45 citing papers in PubMed, 84 citations in OpenAlex.

  1. Review
  2. Article
  3. Review
  4. Review
  5. Article
  6. Article
  7. Article
  8. Soft Micromanipulation Robot for Real-Time Adaptive Multimodal Operation.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Article
  9. Article
  10. Enhancing cancer therapyLab on a chip · 2025
    Article
  11. Article
  12. Article
  13. Article
  14. Review
  15. Isolation Techniques of Micro/Nano-Scaled Species for Biomedical Applications.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025
    Review
  16. Article
  17. Article
  18. Article
  19. Optical sorting: past, present and future.Light, science & applications · 2025
    Review
  20. 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.

Shujie YangThomas Lord Department of Mechanical Engineering and Materials Science, Duke University, Durham, NC, USA.ORCID 0000-0003-2626-3397
Joseph RufoThomas Lord Department of Mechanical Engineering and Materials Science, Duke University, Durham, NC, USA.
Ruoyu ZhongThomas Lord Department of Mechanical Engineering and Materials Science, Duke University, Durham, NC, USA.
Joseph RichDepartment of Biomedical Engineering, Duke University, Durham, NC, USA.ORCID 0000-0002-6249-2093
Zeyu WangThomas Lord Department of Mechanical Engineering and Materials Science, Duke University, Durham, NC, USA.ORCID 0000-0001-9335-2694
Luke P LeeRenal Division and Division of Engineering in Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA. lplee@bwh.harvard.edu.ORCID 0000-0002-1436-4054
Tony Jun HuangThomas Lord Department of Mechanical Engineering and Materials Science, Duke University, Durham, NC, USA. tony.huang@duke.edu.ORCID 0000-0003-1205-3313
Duke University · USBrigham and Women's Hospital · US

Funding

Acoustofluidic Separation of Placental Nanovesicle Subpopulations in Obstetrical DiseasesR01HD103727 · NICHD · STANFORD UNIVERSITY · PI HUANG, TONY JUN, SADOVSKY, YOEL · 2021 to 2025
$2.6M
An acoustofluidic device for diagnosing preclinical Alzheimer's diseaseR44AG063643 · NIA · ASCENT BIO-NANO TECHNOLOGIES, INC. · PI WANG, LIN · 2021 to 2022
$2.5M
Development of a digital acoustofluidic system for automating liquid handling in biomedical researchR01GM141055 · NIGMS · DUKE UNIVERSITY · PI HUANG, TONY JUN · 2021 to 2024
$1.9M
Harmonic Acoustics for Neighboring cell Dynamic studies(HANDs)R01GM145960 · NIGMS · BRIGHAM AND WOMEN'S HOSPITAL · PI LEE, LUKE P. · 2022 to 2025
$1.8M
AFS/SERS Saliva-based SARS-CoV-2 Earliest Infection and Antibodies DetectionU18TR003778 · NCATS · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI HUANG, TONY JUN, KIM, YONG · 2021 to 2022
$1.8M
Integrated Acoustofluidic Plasmonic Molecular Diagnostic System for Detecting MicroRNA BiomarkersR01GM135486 · NIGMS · DUKE UNIVERSITY · PI VO-DINH, TUAN · 2020 to 2023
$1.8M
Acoustofluidic Separation (AFS), Purification and Raman Spectral Fingerprinting of Single EVs: From Cell of Origin to Target Cell and BiofluidsUH3TR002978 · NCATS · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI GALL, KENNETH A, HUANG, TONY JUN · 2021 to 2022
$1.8M
Enabling Efficient, Fast, Biocompatible Exosome Separation via AcoustofluidicsR01GM132603 · NIGMS · DUKE UNIVERSITY · PI HUANG, TONY JUN · 2019 to 2022
$1.7M
Development of an acoustofluidic device for high-throughput 3D imaging and sorting of C. elegansR44OD024963 · OD · ASCENT BIO-NANO TECHNOLOGIES, INC. · PI WANG, LIN · 2022 to 2023
$1.7M
An Acoustofluidic Device for Biocompatible Platelet SeparationR44HL140800 · NHLBI · ASCENT BIO-NANO TECHNOLOGIES, INC. · PI WANG, LIN · 2021 to 2022
$1.5M
Three-Dimensional (3D) Acoustofluidic Scanning Nanoscope with Super Resolution and Large Field of ViewR01GM143439 · NIGMS · UNIVERSITY OF DAYTON · PI AGHA, IMAD, HUANG, TONY JUN · 2021 to 2024
$1.5M
Development of a novel acoustofluidic device for targeted antibody removal in pediatric organ transplant rejectionR21HD102790 · NICHD · DUKE UNIVERSITY · PI CHAMBERS, EILEEN TSAI · 2021 to 2022
$443k
NCATS NIH HHS U18 TR003778NCATS NIH HHS UH3 TR002978NHLBI NIH HHS R44 HL140800NIA NIH HHS R44 AG063643NICHD NIH HHS R01 HD103727NICHD NIH HHS R21 HD102790NIGMS NIH HHS R01 GM132603NIGMS NIH HHS R01 GM135486NIGMS NIH HHS R01 GM141055NIGMS NIH HHS R01 GM143439NIGMS NIH HHS R01 GM145960NIH HHS R44 OD024963
6 · The paper itself

Abstract

Acoustic tweezers provide an effective means for manipulating single cells and particles in a high-throughput, precise, selective and contact-free manner. The adoption of acoustic tweezers in next-generation cellular assays may advance our understanding of biological systems. Here we present a comprehensive set of instructions that guide users through device fabrication, instrumentation setup and data acquisition to study single cells with an experimental throughput that surpasses traditional methods, such as atomic force microscopy and micropipette aspiration, by several orders of magnitude. With acoustic tweezers, users can conduct versatile experiments that require the trapping, patterning, pairing and separation of single cells in a myriad of applications ranging across the biological and biomedical sciences. This procedure is widely generalizable and adaptable for investigations in materials and physical sciences, such as the spinning motion of colloids or the development of acoustic-based quantum simulations. Overall, the device fabrication requires ~12 h, the experimental setup of the acoustic tweezers requires 1-2 h and the cell manipulation experiment requires ~30 min to complete. Our protocol is suitable for use by interdisciplinary researchers in biology, medicine, engineering and physics.

Indexed as

AcousticsEngineeringSingle-Cell Analysis

Identifiers

PMID37468650
PMCPMC11052649
OpenAlexW4384820803

What OpenQuestion holds

Textmetadata
LicenceTDM
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.