Codes for detecting gRNAs and mutation sites are available via GitHub at https://github.com/gongyh/scmli.
Open resource ↗gongyh/scmli · lines:120-144Unverified paper record
High-throughput Raman-activated cell sorting of microalgal genome-wide edited library revealed a new regulatory pathway for carotenoid synthesis
29 Jul 2025 · 10.21203/rs.3.rs-7026720/v1
Abstract
Abstract Functional genomics has been hampered by the paucity of efficient methods that connect genotype and metabolic phenotype at single-cell resolution. Using the industrial microalga Nannochloropsis oceanica as a model, we introduced a platform that comprises a genome-wide single-gene-edited mutant library and high-throughput Raman-activated Cell Sorting (RACS). The CRISPR/Cas-generated library consists of 3,567 microalgal mutants derived from 2,397 effective guide RNAs. Label-free sorting of the library for high carotenoid content by RACS unravels mutations in the violaxanthin de-epoxidase ( noVDE ) or in the proteasome assembly chaperone 4 ( noPAC4 ) genes. Knocking out all five known noVDE s reveal that the high carotenoid content is due to violaxanthin increase, whilst noPAC4 knockout boosted carotenoid content with elevations in violaxanthin, zeaxanthin, and β-carotene. Genetic and transcriptomic evidences suggest two previously unknown modes of carotenogenesis regulation mediated by noPAC4: epigenetic mechanisms via histone deacetylase (HDAC) and post-translational controls by the 26S proteasome. Therefore, by label-freely sorting single-cell metabolic phenotype and rapidly yet unambiguously tracing it to a genotype, this new forward-genetics approach can greatly accelerate the discovery of new genes and pathways.
Plant phenotyping relevance
単細胞のカロテノイド含量という植物状態をラベルフリーで取得・選別するRaman-activated Cell Sorting(RACS)プラットフォームが研究の中心であり、ゲノム編集ライブラリへの実質的な適用も行っている。
abstractwe introduced a platform that comprises a genome-wide single-gene-edited mutant library and high-throughput Raman-activated Cell Sorting (RACS).
abstractLabel-free sorting of the library for high carotenoid content by RACS
abstractby label-freely sorting single-cell metabolic phenotype and rapidly yet unambiguously tracing it to a genotype, this new forward-genetics approach can greatly accelerate the discovery of new genes and pathways.
Code and data availability
The paper's authors' analysis code (scmli, including a modified snippy) is publicly available on GitHub, qualifying as a paper-specific computational asset. The validated gRNA/mutant library data at NanDeSyn is stated to be 'freely available upon request', so it is request_only rather than public. Generic pipelines (nf
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