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利用全基因组遗传和环境扰动构建的单细胞解析基因型-表型图谱。

A single-cell resolved genotype-phenotype map using genome-wide genetic and environmental perturbations.

作者信息

Nadal-Ribelles Mariona, Solé Carme, Díez-Villanueva Anna, Stephan-Otto Attolini Camille, Matas Yaima, Steinmetz Lars, de Nadal Eulàlia, Posas Francesc

机构信息

Department of Medicine and Life Sciences, Universitat Pompeu Fabra, Barcelona, Spain.

Institute for Research in Biomedicine (IRB Barcelona), the Barcelona Institute of Science and Technology, Barcelona, Spain.

出版信息

Nat Commun. 2025 Mar 18;16(1):2645. doi: 10.1038/s41467-025-57600-4.

Abstract

Heterogeneity is inherent to living organisms and it determines cell fate and phenotypic variability. Despite its ubiquity, the underlying molecular mechanisms and the genetic basis linking genotype to-phenotype heterogeneity remain a central challenge. Here we construct a yeast knockout library with a clone and genotype RNA barcoding structure suitable for genome-scale analyses to generate a high-resolution single-cell yeast transcriptome atlas of 3500 mutants under control and stress conditions. We find that transcriptional heterogeneity reflects the coordinated expression of specific gene programs, generating a continuous of cell states that can be responsive to external insults. Cell state plasticity can be genetically modulated with mutants that act as state attractors and disruption of state homeostasis results in decreased adaptive fitness. Leveraging on intra-genetic variability, we establish that regulators of transcriptional heterogeneity are functionally diverse and influenced by the environment. Our multimodal perturbation-based single-cell Genotype-to-Transcriptome Atlas in yeast provides insights into organism-level responses.

摘要

异质性是生物体固有的特性,它决定细胞命运和表型变异性。尽管异质性普遍存在,但将基因型与表型异质性联系起来的潜在分子机制和遗传基础仍然是一个核心挑战。在这里,我们构建了一个具有适合基因组规模分析的克隆和基因型RNA条形码结构的酵母基因敲除文库,以生成在对照和应激条件下3500个突变体的高分辨率单细胞酵母转录组图谱。我们发现转录异质性反映了特定基因程序的协调表达,产生了一系列能够响应外部刺激的细胞状态。细胞状态可塑性可以通过作为状态吸引子的突变体进行遗传调控,而状态稳态的破坏会导致适应性适应性降低。利用遗传内变异性,我们确定转录异质性的调节因子在功能上是多样的,并受环境影响。我们基于多模态扰动的酵母单细胞基因型到转录组图谱为生物体水平的反应提供了见解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/37de/11920212/0b101c94805a/41467_2025_57600_Fig1_HTML.jpg

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