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

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<sup>-1</sup>), high yield (>85%), and long stable running time (~10 h), and can sort rare cells while preserving full cellular vitality. Moreover, label-free sorting directly from a genome-wide random mutagenesis library with >10<sup>5</sup> <i>Aurantiochytrium</i> sp. Mutants, based on intracellular docosahexaenoic acid (DHA) content, produces mutant cells with 58% higher DHA productivity in just two RACS runs over two days, representing two-orders-of-magnitude higher time- and cost-efficiency than conventional approaches. This superior trait arises from global remolding of transcriptomes, including enhanced carbon metabolism, reduced intracellular NADPH synthesis rates, and increased triacylglycerol (TAG) synthesis. By enabling direct screening of metabolic traits from genome-wide mutagenesis libraries, pDEP-DLD-RACS is a powerful platform for synthetic biology.

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Publication Details

Journal
Proceedings of the National Academy of Sciences
Published
2025-05-30
DOI
https://doi.org/10.1073/pnas.2503641122
Citations
10
Primary Topic
Microfluidic and Bio-sensing Technologies
Type
article
Field-Weighted Citation Impact
6.74
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article

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

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10 citations
Proceedings of the National Academy of Sciences
Microfluidic and Bio-sensing Technologies
6.74
article

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

Xixian Wang, Zhidian Diao, Yanhai Gong, Xiaotong Hou, Shi Huang, Qing Sun, Xiaojin Song, Yifeng Yin, Yingang Feng, Bo Ma, Jian Xu, Long Ren, Sen Wang, Ping Zhang, Yuandong Li, Wei Shen, Yuetong Ji, Qiu Cui
article en
10 citations

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<sup>-1</sup>), high yield (>85%), and long stable running time (~10 h), and can sort rare cells while preserving full cellular vitality. Moreover, label-free sorting directly from a genome-wide random mutagenesis library with >10<sup>5</sup> <i>Aurantiochytrium</i> sp. Mutants, based on intracellular docosahexaenoic acid (DHA) content, produces mutant cells with 58% higher DHA productivity in just two RACS runs over two days, representing two-orders-of-magnitude higher time- and cost-efficiency than conventional approaches. This superior trait arises from global remolding of transcriptomes, including enhanced carbon metabolism, reduced intracellular NADPH synthesis rates, and increased triacylglycerol (TAG) synthesis. By enabling direct screening of metabolic traits from genome-wide mutagenesis libraries, pDEP-DLD-RACS is a powerful platform for synthetic biology.

Proceedings of the National Academy of SciencesVol. 122(22)
Energy Institute (GB), Cell Biotech (South Korea) (KR), Cell Technology (China) (HK), Qinghai New Energy (China) (CN), Shandong Lianxing Energy Group (China) (CN), Qingdao Institute of Bioenergy and Bioprocess Technology (CN), Qingdao Center of Resource Chemistry and New Materials (CN), University of Chinese Academy of Sciences (CN), University of Hong Kong (HK), Endocyte (United States) (US), Incyte (United States) (US)
Openalex Percentile: Top 3%
Microfluidic and Bio-sensing Technologies
6.74
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