Evidence map›Paper›PMID 40445753›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2025

Label-free high-throughput live-cell sorting of genome-wide random mutagenesis libraries for metabolic traits by Raman flow cytometry.

Xixian Wang, Sen Wang, Zhidian Diao, Xibao Hou, Yanhai Gong, Qing Sun, Jiaping Zhang, Lihui Ren, Yuandong Li, Yuetong Ji and 8 more

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing 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

8 citing papers in PubMed.

  1. Article
  2. Article
  3. Review
  4. Review
  5. Enhanced DHA Production inMarine drugs · 2026
    Article
  6. Marine drugs · 2026
    Review
  7. Article
  8. 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

18 authors.

Xixian Wang *State Key Laboratory of Photoelectric Conversion and Utilization of Solar Energy, Key Laboratory of Shandong Energy Biological Genetic Resources, Qingdao Institute of Bioenergy and Bioprocess Technology, Chinese Academy of Sciences, Qingdao 266101, China.ORCID 0000-0003-4856-6516
Sen Wang *State Key Laboratory of Photoelectric Conversion and Utilization of Solar Energy, Key Laboratory of Shandong Energy Biological Genetic Resources, Qingdao Institute of Bioenergy and Bioprocess Technology, Chinese Academy of Sciences, Qingdao 266101, China.ORCID 0000-0003-3175-4406
Zhidian Diao *State Key Laboratory of Photoelectric Conversion and Utilization of Solar Energy, Key Laboratory of Shandong Energy Biological Genetic Resources, Qingdao Institute of Bioenergy and Bioprocess Technology, Chinese Academy of Sciences, Qingdao 266101, China.ORCID 0009-0000-4698-4090
Xibao Hou *Qingdao Single-Cell Biotechnology Co., Ltd, Qingdao 266101, China.
Yanhai GongState Key Laboratory of Photoelectric Conversion and Utilization of Solar Energy, Key Laboratory of Shandong Energy Biological Genetic Resources, Qingdao Institute of Bioenergy and Bioprocess Technology, Chinese Academy of Sciences, Qingdao 266101, China.ORCID 0000-0003-2459-8724
Qing SunState Key Laboratory of Photoelectric Conversion and Utilization of Solar Energy, Key Laboratory of Shandong Energy Biological Genetic Resources, Qingdao Institute of Bioenergy and Bioprocess Technology, Chinese Academy of Sciences, Qingdao 266101, China.
Jiaping ZhangState Key Laboratory of Photoelectric Conversion and Utilization of Solar Energy, Key Laboratory of Shandong Energy Biological Genetic Resources, Qingdao Institute of Bioenergy and Bioprocess Technology, Chinese Academy of Sciences, Qingdao 266101, China.
Lihui RenState Key Laboratory of Photoelectric Conversion and Utilization of Solar Energy, Key Laboratory of Shandong Energy Biological Genetic Resources, Qingdao Institute of Bioenergy and Bioprocess Technology, Chinese Academy of Sciences, Qingdao 266101, China.ORCID 0009-0000-3091-9358
Yuandong LiState Key Laboratory of Photoelectric Conversion and Utilization of Solar Energy, Key Laboratory of Shandong Energy Biological Genetic Resources, Qingdao Institute of Bioenergy and Bioprocess Technology, Chinese Academy of Sciences, Qingdao 266101, China.
Yuetong JiQingdao Single-Cell Biotechnology Co., Ltd, Qingdao 266101, China.
Wei ShenState Key Laboratory of Photoelectric Conversion and Utilization of Solar Energy, Key Laboratory of Shandong Energy Biological Genetic Resources, Qingdao Institute of Bioenergy and Bioprocess Technology, Chinese Academy of Sciences, Qingdao 266101, China.
Yifeng YineCyte, Inc, Sunnyvale, CA 94085.
Shi HuangFaculty of Dentistry, University of Hong Kong, Hong Kong 999077, Special Administrative Region of China.
Xiaojin SongState Key Laboratory of Photoelectric Conversion and Utilization of Solar Energy, Key Laboratory of Shandong Energy Biological Genetic Resources, Qingdao Institute of Bioenergy and Bioprocess Technology, Chinese Academy of Sciences, Qingdao 266101, China.
Qiu CuiState Key Laboratory of Photoelectric Conversion and Utilization of Solar Energy, Key Laboratory of Shandong Energy Biological Genetic Resources, Qingdao Institute of Bioenergy and Bioprocess Technology, Chinese Academy of Sciences, Qingdao 266101, China.ORCID 0000-0003-4669-424X
Yingang FengState Key Laboratory of Photoelectric Conversion and Utilization of Solar Energy, Key Laboratory of Shandong Energy Biological Genetic Resources, Qingdao Institute of Bioenergy and Bioprocess Technology, Chinese Academy of Sciences, Qingdao 266101, China.ORCID 0000-0002-0879-1316
Jian XuState Key Laboratory of Photoelectric Conversion and Utilization of Solar Energy, Key Laboratory of Shandong Energy Biological Genetic Resources, Qingdao Institute of Bioenergy and Bioprocess Technology, Chinese Academy of Sciences, Qingdao 266101, China.ORCID 0000-0002-0548-8477
Bo MaState Key Laboratory of Photoelectric Conversion and Utilization of Solar Energy, Key Laboratory of Shandong Energy Biological Genetic Resources, Qingdao Institute of Bioenergy and Bioprocess Technology, Chinese Academy of Sciences, Qingdao 266101, China.ORCID 0000-0002-8501-772X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

A full spontaneous single-cell Raman spectrum captures the metabolic phenome in a label-free and noninvasive manner. However, Raman-activated cell sorting (RACS) of rare target cells from highly heterogeneous systems has remained largely conceptual. Here, we present a positive dielectrophoresis-induced deterministic lateral displacement (pDEP-DLD)-based RACS (pDEP-DLD-RACS), in which a modulated pDEP-DLD force is applied to focus, trap, and functionally sort fast-moving single cells in a wide channel. For pigment- and oil-producing yeasts, pDEP-DLD-RACS shows high sorting accuracy (>90%), high throughput (~600 events min

Indexed as

Flow CytometryMutagenesisSpectrum Analysis, RamanGene LibrarySingle-Cell Analysishigh-throughput screeninglabel-free sortingmetabolic phenome profilingRaman-activated cell sortingsingle cell

Identifiers

PMID40445753
PMCPMC12146728

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.