Systematic genetics and single-cell imaging reveal widespread morphological pleiotropy and cell-to-cell variability

被引:36
作者
Mattiazzi Usaj, Mojca [1 ]
Sahin, Nil [1 ,2 ]
Friesen, Helena [1 ]
Pons, Carles [3 ]
Usaj, Matej [1 ]
Masinas, Myra Paz D. [1 ]
Shuteriqi, Ermira [1 ]
Shkurin, Aleksei [1 ,2 ]
Aloy, Patrick [3 ,4 ]
Morris, Quaid [1 ,2 ,5 ]
Boone, Charles [1 ,2 ,6 ]
Andrews, Brenda J. [1 ,2 ]
机构
[1] Univ Toronto, Donnelly Ctr, Toronto, ON, Canada
[2] Univ Toronto, Dept Mol Genet, Toronto, ON, Canada
[3] Barcelona Inst Sci & Technol, Inst Res Biomed IRB Barcelona, Barcelona, Catalonia, Spain
[4] ICREA, Barcelona, Catalonia, Spain
[5] Mem Sloan Kettering Canc Ctr, Computat & Syst Biol Program, 1275 York Ave, New York, NY 10021 USA
[6] RIKEN Ctr Sustainable Resource Sci, Wako, Saitama, Japan
基金
美国国家卫生研究院; 欧洲研究理事会;
关键词
cell-to-cell variability; endocytosis; high-content screening; phenotype classification; single-cell analysis; ENDOPLASMIC-RETICULUM STRESS; CLATHRIN-MEDIATED ENDOCYTOSIS; PROTEIN COMPLEXES; YEAST; HETEROGENEITY; LANDSCAPE; SCREEN; GENES; MAP; QUANTIFICATION;
D O I
10.15252/msb.20199243
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Our ability to understand the genotype-to-phenotype relationship is hindered by the lack of detailed understanding of phenotypes at a single-cell level. To systematically assess cell-to-cell phenotypic variability, we combined automated yeast genetics, high-content screening and neural network-based image analysis of single cells, focussing on genes that influence the architecture of four subcellular compartments of the endocytic pathway as a model system. Our unbiased assessment of the morphology of these compartments-endocytic patch, actin patch, late endosome and vacuole-identified 17 distinct mutant phenotypes associated with similar to 1,600 genes (similar to 30% of all yeast genes). Approximately half of these mutants exhibited multiple phenotypes, highlighting the extent of morphological pleiotropy. Quantitative analysis also revealed that incomplete penetrance was prevalent, with the majority of mutants exhibiting substantial variability in phenotype at the single-cell level. Our single-cell analysis enabled exploration of factors that contribute to incomplete penetrance and cellular heterogeneity, including replicative age, organelle inheritance and response to stress.
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页数:27
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