The evolution of heteromorphic sex chromosomes shall lead to gene expression dosage problems,as in at least one of the sexes,the sex-linked gene dose has been reduced by half.It has been proposed that the transcriptio...The evolution of heteromorphic sex chromosomes shall lead to gene expression dosage problems,as in at least one of the sexes,the sex-linked gene dose has been reduced by half.It has been proposed that the transcriptional output of the whole X or Z chromosome should be doubled for complete dosage compensation in heterogametic sex.However,owing to the variability of the existing methods to determine the transcriptional differences between sex chromosomes and autosomes(S:A ratios)in different studies,we collected more than 500 public RNA-Seq data set from multiple tissues and species in major clades and proposed a unified computational framework for unbiased and comparable measurement of the S:A ratios of multiple species.We also tested the evolution of dosage compensation more directly by assessing changes in the expression levels of the current sex-linked genes relative to those of the ancestral sex-linked genes.We found that in mammals and birds,the S:A ratio is approximately 0.5,whereas in insects,fishes,and flatworms,the S:A ratio is approximately 1.0.Further analysis showed that the fraction of dosage-sensitive housekeeping genes on the X/Z chromosome is significantly correlated with the S:A ratio.In addition,the degree of degeneration of the Y chromosome may be responsible for the change in the S:A ratio in mammals without a dosage compensation mechanism.Our observations offer unequivocal support for the sex chromosome insensitivity hypothesis in animals and suggest that dosage sensitivity states of sex chromosomes are a major factor underlying different evolutionary strategies of dosage compensation.展开更多
Understanding how gene expression is translated to phenotype is central to modern molecular biology,and the success is contingent on the intrinsic tractability of the specific traits under examination.However, an a pr...Understanding how gene expression is translated to phenotype is central to modern molecular biology,and the success is contingent on the intrinsic tractability of the specific traits under examination.However, an a priori estimate of trait tractability from the perspective of gene expression is unavailable.Motivated by the concept of entropy in a thermodynamic system, we here propose such an estimate(S_T)by gauging the number(N) of expression states that underlie the same trait abnormality, with large S_T corresponding to large N. By analyzing over 200 yeast morphological traits, we show that S_T predicts the tractability of an expression-trait relationship. We further show that S_T is ultimately determined by natural selection, which builds co-regulated gene modules to minimize possible expression states.展开更多
One of the main reasons that hinders the application of base editors in the clinic is the trade-off between editing efficiency and editing fidelity.The off-target base editing includes Cas9-independent and Cas9-depend...One of the main reasons that hinders the application of base editors in the clinic is the trade-off between editing efficiency and editing fidelity.The off-target base editing includes Cas9-independent and Cas9-dependent manners.1 The Cas9-independent off-target results from the intrinsic deamination activity of the deaminase domain of a base editor,which affects random RNA or DNA molecules.展开更多
There is a growing interest in developing experimental methods for tracking the developmental cell lineages of a complex organism.The recently developed CRISPR/Cas9-based barcoding method is,although highly promising,...There is a growing interest in developing experimental methods for tracking the developmental cell lineages of a complex organism.The recently developed CRISPR/Cas9-based barcoding method is,although highly promising,difficult to scale up because it relies on exogenous barcoding sequences that are engineered into the genome.In this study,we characterized 78 high-quality endogenous sites in the zebrafish genome that can be used as CRISPR/Cas9-based barcoding sites.The 78 sites are all highly expressed in most of the cell types according to single-cell RNA sequencing(scRNA-seq)data.Hence,the barcoding information of the 78 endogenous sites is recovered by the available scRNA-seq platforms,enabling simultaneous characterization of cell type and cell lineage information.展开更多
Conventional coalescent inferences of population history make the critical assumption that the population under examination is panmictic.However,most populations are structured.This complicates the prevailing coalesce...Conventional coalescent inferences of population history make the critical assumption that the population under examination is panmictic.However,most populations are structured.This complicates the prevailing coalescent analyses and sometimes leads to inaccurate estimates.To develop a coalescent method unhampered by population structure,we perform two analyses.First,we demonstrate that the coalescent probability of two randomly sampled alleles from the immediate preceding generation(one generation back)is independent of population structure.Second,motivated by this finding,we propose a new coalescent method:i-coalescent analysis.The i-coalescent analysis computes the instantaneous coalescent rate by using a phylogenetic tree of sampled alleles.Using simulated data,we broadly demonstrate the capability of i-coalescent analysis to accurately reconstruct population size dynamics of highly structured populations,although we find this method often requires larger sample sizes for structured populations than for panmictic populations.Overall,our results indicate i-coalescent analysis to be a useful tool,especially for the inference of population histories with intractable structure such as the developmental history of cell populations in the organs of complex organisms.展开更多
基金supported by grants from the National Key R&D Program of China(2017YFA0103504 to X.C.and project number:2018ZX10301402 awarded to J.-R.Y.)the National Natural Science Foundation of China(project numbers:31771406 awarded to X.C.and 31671320,31871320,and 81830103 awarded to J.-R.Y.)
文摘The evolution of heteromorphic sex chromosomes shall lead to gene expression dosage problems,as in at least one of the sexes,the sex-linked gene dose has been reduced by half.It has been proposed that the transcriptional output of the whole X or Z chromosome should be doubled for complete dosage compensation in heterogametic sex.However,owing to the variability of the existing methods to determine the transcriptional differences between sex chromosomes and autosomes(S:A ratios)in different studies,we collected more than 500 public RNA-Seq data set from multiple tissues and species in major clades and proposed a unified computational framework for unbiased and comparable measurement of the S:A ratios of multiple species.We also tested the evolution of dosage compensation more directly by assessing changes in the expression levels of the current sex-linked genes relative to those of the ancestral sex-linked genes.We found that in mammals and birds,the S:A ratio is approximately 0.5,whereas in insects,fishes,and flatworms,the S:A ratio is approximately 1.0.Further analysis showed that the fraction of dosage-sensitive housekeeping genes on the X/Z chromosome is significantly correlated with the S:A ratio.In addition,the degree of degeneration of the Y chromosome may be responsible for the change in the S:A ratio in mammals without a dosage compensation mechanism.Our observations offer unequivocal support for the sex chromosome insensitivity hypothesis in animals and suggest that dosage sensitivity states of sex chromosomes are a major factor underlying different evolutionary strategies of dosage compensation.
基金supported by research grants from National Natural Science Foundation of China (Nos. 31630042 and 91731302)
文摘Understanding how gene expression is translated to phenotype is central to modern molecular biology,and the success is contingent on the intrinsic tractability of the specific traits under examination.However, an a priori estimate of trait tractability from the perspective of gene expression is unavailable.Motivated by the concept of entropy in a thermodynamic system, we here propose such an estimate(S_T)by gauging the number(N) of expression states that underlie the same trait abnormality, with large S_T corresponding to large N. By analyzing over 200 yeast morphological traits, we show that S_T predicts the tractability of an expression-trait relationship. We further show that S_T is ultimately determined by natural selection, which builds co-regulated gene modules to minimize possible expression states.
基金supported by a research grant from the National Natural Science Foundation of China(No.31630042).
文摘One of the main reasons that hinders the application of base editors in the clinic is the trade-off between editing efficiency and editing fidelity.The off-target base editing includes Cas9-independent and Cas9-dependent manners.1 The Cas9-independent off-target results from the intrinsic deamination activity of the deaminase domain of a base editor,which affects random RNA or DNA molecules.
基金supported by the National Natural Science Foundation of China (31730046, 91731000, 31900417, and 81972691)Guangdong Basic and Applied Basic Research Foundation (2020B1515020030, 2019A1515010708)the National Key Research and Development Project of China (2020YFC0847000)
基金We are grateful to J.Huang and Z.Zhang for technical support.This work was supported by a grant from the National Key Program of China(2017YFA0103504 to X.H.)。
文摘There is a growing interest in developing experimental methods for tracking the developmental cell lineages of a complex organism.The recently developed CRISPR/Cas9-based barcoding method is,although highly promising,difficult to scale up because it relies on exogenous barcoding sequences that are engineered into the genome.In this study,we characterized 78 high-quality endogenous sites in the zebrafish genome that can be used as CRISPR/Cas9-based barcoding sites.The 78 sites are all highly expressed in most of the cell types according to single-cell RNA sequencing(scRNA-seq)data.Hence,the barcoding information of the 78 endogenous sites is recovered by the available scRNA-seq platforms,enabling simultaneous characterization of cell type and cell lineage information.
基金supported by National Natural Science Foundation of China(31630042 and 31970570)Guangdong Special Support Program。
文摘Conventional coalescent inferences of population history make the critical assumption that the population under examination is panmictic.However,most populations are structured.This complicates the prevailing coalescent analyses and sometimes leads to inaccurate estimates.To develop a coalescent method unhampered by population structure,we perform two analyses.First,we demonstrate that the coalescent probability of two randomly sampled alleles from the immediate preceding generation(one generation back)is independent of population structure.Second,motivated by this finding,we propose a new coalescent method:i-coalescent analysis.The i-coalescent analysis computes the instantaneous coalescent rate by using a phylogenetic tree of sampled alleles.Using simulated data,we broadly demonstrate the capability of i-coalescent analysis to accurately reconstruct population size dynamics of highly structured populations,although we find this method often requires larger sample sizes for structured populations than for panmictic populations.Overall,our results indicate i-coalescent analysis to be a useful tool,especially for the inference of population histories with intractable structure such as the developmental history of cell populations in the organs of complex organisms.