Evidence map›Paper›PMID 26289231›Full record

ArticleLab on a chip2015

A high-throughput acoustic cell sorter.

Liqiang Ren, Yuchao Chen, Peng Li, Zhangming Mao, Po-Hsun Huang, Joseph Rufo, Feng Guo, Lin Wang, J Philip McCoy, Stewart J Levine and 1 more

Abstract read
In one paragraph

Article in Lab on a chip, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 44 papers.

0numbers the graph read from it
0cells of the map it votes in
44citing 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

44 citing papers in PubMed.

  1. Optical sorting: past, present and future.Light, science & applications · 2025
    Review
  2. Article
  3. The need for smart microalgal bioprospecting.Natural products and bioprospecting · 2025
    Review
  4. Review
  5. Article
  6. Review
  7. Article
  8. Microfluidic pumps for cell sorting.Biomicrofluidics · 2023
    Review
  9. Article
  10. Article
  11. Article
  12. Methods to mechanically perturb and characterize GUV-based minimal cell models.Computational and structural biotechnology journal · 2023
    Review
  13. Review
  14. Article
  15. Article
  16. Acoustofluidic Droplet Sorter Based on Single Phase Focused Transducers.Small (Weinheim an der Bergstrasse, Germany) · 2021
    Article
  17. Article
  18. Review
  19. Article
  20. 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

11 authors.

Liqiang Ren *Department of Engineering Science and Mechanics, The Pennsylvania State University, University Park, PA 16802, USA.
Yuchao Chen *Department of Engineering Science and Mechanics, The Pennsylvania State University, University Park, PA 16802, USA.
Peng LiDepartment of Engineering Science and Mechanics, The Pennsylvania State University, University Park, PA 16802, USA.
Zhangming MaoDepartment of Engineering Science and Mechanics, The Pennsylvania State University, University Park, PA 16802, USA.
Po-Hsun HuangDepartment of Engineering Science and Mechanics, The Pennsylvania State University, University Park, PA 16802, USA.
Joseph RufoDepartment of Engineering Science and Mechanics, The Pennsylvania State University, University Park, PA 16802, USA.
Feng GuoDepartment of Engineering Science and Mechanics, The Pennsylvania State University, University Park, PA 16802, USA.
Lin WangAscent Bio-Nano Technologies, Inc., State College, PA, 16802, USA.
J Philip McCoyNational Heart, Lung, and Blood Institute (NHLBI), NIH, Bethesda, MD, USA.
Stewart J LevineNational Heart, Lung, and Blood Institute (NHLBI), NIH, Bethesda, MD, USA.
Tony Jun HuangDepartment of Engineering Science and Mechanics, The Pennsylvania State University, University Park, PA 16802, USA.

Funding

Flow Cytometry Core FacilityZICHL005905 · NHLBI · NATIONAL HEART, LUNG, AND BLOOD INSTITUTE · PI DAGUR, PRADEEP · 2009 to 2025
$32.3M
Fiberoptic Bronchoscopy in Patients with AsthmaZIAHL006197 · NHLBI · NATIONAL HEART, LUNG, AND BLOOD INSTITUTE · PI LEVINE, STEWART · 2015 to 2024
$14.8M
Standing Surface Acoustic Wave Based Cell Sorters for Maintaining Cell IntegrityR01GM112048 · NIGMS · PENNSYLVANIA STATE UNIVERSITY, THE · PI HUANG, TONY JUN · 2014 to 2017
$1.1M
Validation of acoustic tweezers for single-cell analyses of purine metabolismR33EB019785 · NIBIB · PENNSYLVANIA STATE UNIVERSITY, THE · PI HUANG, TONY JUN · 2014 to 2016
$1.1M
Intramural NIH HHSNIBIB NIH HHS 1R33EB019785-01NIBIB NIH HHS R33 EB019785NIGMS NIH HHS 1 R01 GM112048-01A1NIGMS NIH HHS R01 GM112048
6 · The paper itself

Abstract

Acoustic-based fluorescence activated cell sorters (FACS) have drawn increased attention in recent years due to their versatility, high biocompatibility, high controllability, and simple design. However, the sorting throughput for existing acoustic cell sorters is far from optimum for practical applications. Here we report a high-throughput cell sorting method based on standing surface acoustic waves (SSAWs). We utilized a pair of focused interdigital transducers (FIDTs) to generate SSAW with high resolution and high energy efficiency. As a result, the sorting throughput is improved significantly from conventional acoustic-based cell sorting methods. We demonstrated the successful sorting of 10 μm polystyrene particles with a minimum actuation time of 72 μs, which translates to a potential sorting rate of more than 13,800 events per second. Without using a cell-detection unit, we were able to demonstrate an actual sorting throughput of 3300 events per second. Our sorting method can be conveniently integrated with upstream detection units, and it represents an important development towards a functional acoustic-based FACS system.

Indexed as

Cell SeparationFlow CytometryHeLa CellsHumansSound

Identifiers

PMID26289231
PMCPMC4641751

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.