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Replication timing networks reveal a link between transcription regulatory circuits and replication timing control.

DNA replication occurs in a defined temporal order known as the replication timing (RT) program and is regulated during development, coordinated with 3D genome organization and transcriptional activity. However, transcription and RT are not sufficiently coordinated to predict each other, suggesting an indirect relationship. Here, we exploit genome-wide RT profiles from 15 human cell types and intermediate differentiation stages derived from human embryonic stem cells to construct different types of RT regulatory networks. First, we constructed networks based on the coordinated RT changes during cell fate commitment to create highly complex RT networks composed of thousands of interactions that form specific functional subnetwork communities. We also constructed directional regulatory networks based on the order of RT changes within cell lineages, and identified master regulators of differentiation pathways. Finally, we explored relationships between RT networks and transcriptional regulatory networks (TRNs) by combining them into more complex circuitries of composite and bipartite networks. Results identified novel trans interactions linking transcription factors that are core to the regulatory circuitry of each cell type to RT changes occurring in those cell types. These core transcription factors were found to bind cooperatively to sites in the affected replication domains, providing provocative evidence that they constitute biologically significant directional interactions. Our findings suggest a regulatory link between the establishment of cell-type-specific TRNs and RT control during lineage specification.

Cell Differentiation

The efficiency and timing of plasmid DNA replication in Xenopus eggs: correlations to the extent of prior chromatin assembly.

Injection of the circular plasmid FV1 (derived from type I bovine papilloma virus) into Xenopus eggs before the start of the first cell cycle dramatically increases the efficiency of plasmid replication once eggs are chemically activated. We call this the preloading effect and report kinetic and quantitative characterization of this phenomenon here. The timing and the amount of FV1 synthesis were measured by both BrdUTP density labelling and an optimized method of selective enzymatic digestion of replicated and unreplicated molecules using the three methyladenosine-sensitive isoschizomers, DpnI, MboI and Sau3a. DpnI in 100 mM NaCl proved particularly useful for distinguishing and quantitating unreplicated, once-replicated, and repeatedly replicated molecules accumulated over several cell cycles. Our results reveal that both the amount of DNA replicated and the timing of synthesis during the first S-phase correlate with the length of the preloading period. Longer preloading leads to larger amounts of DNA being replicated sooner. In fact, up to 30-50% of 1 ng injected plasmid can replicate in a semiconservative cell cycle-dependent manner during the first S-phase. But such high levels of synthesis during the first cell cycle appear to limit the egg's ability to rereplicate this material in subsequent cell cycles. The preloading effect does not depend on synthesis of either viral or egg proteins, but does appear to correlate with the extent of plasmid assembly into chromatin before the start of the cell cycle. We postulate that each plasmid molecule must achieve a critical degree of chromatin assembly before it can proceed along the replication pathway. These observations illuminate some of the difficulties inherent in building a vector for gene insertion into Xenopus embryos, but also suggest an experimental strategy toward this aim.

Animals

Genetic control of local mutation rates.

Mutations are the source of evolutionary novelty but also the cause of genetic diseases and cancer. Mutation rates are known to be heterogeneous along the genome, however the extent to which local mutation rates vary among individuals in a population and are genetically determined is unknown. To test this, we analyzed the chromosomal distribution of somatic mutations in cell lines from 1,662 individuals, controlling for the confounding effects of DNA replication timing on local mutation rates and of trans-acting modulators on global mutation rates. We describe substantial interindividual variation in mutation rates across the human genome. By comparing mutation-rate variation to individuals' genotypes, we identified 35 instances in which polymorphic alleles in the population associate with somatic mutation rates in their vicinity. We call these mutation quantitative trait loci (mutQTLs). mutQTLs associated with somatic mutations in lymphoblastoid cell lines and in chronic lymphocytic leukemia, and with germline genetic variants. Two of the four mutQTLs inferred to be associated with germline mutation-rate variation were located within large clusters of zinc-finger genes and transposable elements, where they functioned as cis-mutators conferring an increased rate of mutation in their vicinity. mutQTLs provide a portal into the evolution of mutation rate heterogeneity across the genome and across individuals.

Humans

Prolongation of replication time after doublings of the DNA content of polytene chromosome bands of Chironomus.

Using 3H-thymidine autoradiography, labeling frequency of homologous asynapsed chromosome bands of the hybrid of Chironomus th. thummi and Chironomus th. piger has been studied. In a number of these bands the DNA content of the thummi bands if 2, 4, 8 or 16 times as large as that of the homologous piger bands (Keyl, 1965). Those bands of CH. TH. thummi which show one doubling of their DNA content in comparison with the homologous piger bands are also labeled two times more frequently than piger. In contrast to this such a correlation between increase of labeling frequency (i.e. prolongation of replication time) and doubling of the DNA content is not observed, when thummi bands have 4, 8 or 16 times more DNA than their homologues in piger. In these cases replication time is also prolonged after each doubling. Duration of DNA synthesis increases linearly but always by a smaller factor as the corresponding DNA content is increased.

Animals

Regulation of replication timing in Saccharomyces cerevisiae.

In order to maintain genomic integrity, DNA replication must be highly coordinated. Disruptions in this process can cause replication stress which is aberrant in many pathologies including cancer. Despite this, little is known about the mechanisms governing the temporal regulation of DNA replication initiation, thought to be related to the limited copy number of firing factors. Here, we present a high (1-kilobase) resolution stochastic model of Saccharomyces cerevisiae whole-genome replication in which origins compete to associate with limited firing factors. After developing an algorithm to fit this model to replication timing data, we validated the model by reproducing experimental inter-origin distances, origin efficiencies, and replication fork directionality. This suggests the model accurately simulates the aspects of DNA replication most important for determining its dynamics. We also use the model to predict measures of DNA replication dynamics which are yet to be determined experimentally and investigate the potential impacts of variations in firing factor concentrations on DNA replication.

Saccharomyces cerevisiae

Timing of nucleolar DNA replication in Amoeba proteus.

Light- and electron-microscope autoradiography have been used to follow the incorporation of [3H]thymidine at different stages during the interphase of synchronously growing populations of Amoeba proteus. Two main patterns were found for tritiated thymidine incorporation, i.e. DNA synthesis. The major incorporation was in the central region of the nucleus, but a lesser degree of incorporation occurred in the nucleolar region. The bulk of this nucleolar DNA was found to be late replicating, i.e. it replicated during the G2 phase.

Amoeba

Soffritto: a deep learning model for predicting high-resolution replication timing.

MOTIVATION: Replication timing (RT) refers to the order in which DNA loci are replicated during S phase. RT is cell-type specific and implicated in cellular processes including transcription, differentiation, and disease. RT is typically quantified genome-wide using two-fraction assays (e.g. Repli-Seq) which sort cells into early and late S phase fractions followed by DNA sequencing, yielding a ratio as the RT signal. While two-fraction RT data are widely available in multiple cell lines, it is limited in its ability to capture high-resolution RT features. To address this, high-resolution Repli-Seq, which quantifies RT across 16 fractions, was developed, but it is costly and technically challenging with very limited data generated to date. RESULTS: Here, we developed Soffritto, a deep learning model that predicts high-resolution RT data using two-fraction RT data, histone ChIP-seq data, GC content, and gene density as input. Soffritto is composed of a Long Short-Term Memory (LSTM) module and a prediction module. The LSTM module learns long- and short-range interactions between genomic bins, while the prediction module is composed of a fully connected layer that outputs a 16-fraction probability vector for each bin using the LSTM module's embeddings as input. By performing both within cell line and cross-cell line training and testing for five human and mouse cell lines, we show that Soffritto is able to capture experimental 16-fraction RT signals with high accuracy, and the predicted signals allow detection of high-resolution RT patterns. AVAILABILITY AND IMPLEMENTATION: Soffritto is available at https://github.com/ay-lab/Soffritto.

Deep Learning

Dynamics of three-dimensional replication patterns during the S-phase, analysed by double labelling of DNA and confocal microscopy.

The temporal and spatial progression of DNA replication in interphase nuclei of eukaryotic cells has been investigated. Application of a recently developed technique for the immunofluorescence double staining of cell nuclei labelled first with iododeoxyuridine (IdUrd) and subsequently with chlorodeoxyuridine (CldUrd) allows the visualization of two replication patterns in the same nucleus originating from two different periods of the S-phase. We have analysed changes in the three-dimensional replication patterns during the S-phase. To record dual colour three-dimensional images of doubly stained nuclei, a confocal microscope is used. This CSLM is equipped with a specific laser/filter combination to collect both fluorescence signals (FITC and Texas Red) in a single scan, thus precluding pixel shift between the images. A method for the quantitative evaluation of the degree of overlap between DNA regions replicated in two different periods of the S-phase is applied. The results confirm the generally accepted theory that DNA is replicated coordinately in a specific temporal order during the S-phase. The replication time of a DNA domain (i.e. the time between initiation and termination of DNA replication within a domain) at the very beginning of the S-phase was known to be one hour (Nakamura et al., 1986). Our observations show that in the rest of the S-phase, the replication time of a DNA region is also about one hour. We conclude that replicon clusters located in the same region are replicated in the same relatively short period of time. After this period there is no unreplicated DNA left in this region.

Animals

Dynamic association of H3K36me3 with pericentromeric heterochromatin regulates its replication time.

The flexibility of the spatio-temporal genome replication program during development and disease highlights the regulatory role of plastic epigenetic mechanisms over genetic determinants. Histone post-translational modifications are broadly implicated in replication timing control, yet the specific mechanisms through which individual histone marks influence replication dynamics, particularly in heterochromatin, remain unclear. Here, we demonstrate that H3K36me3 dynamically enriches at pericentromeric heterochromatin, composed of major satellite DNA repeats, prior to replication during mid S phase in mouse embryonic stem cells. By knocking down lysine 36-specific methyltransferases or by targeting the H3K36M oncohistone to pericentromeric heterochromatin, we reduce global or local H3K36me3 levels, respectively, revealing its essential role in preserving the replication timing of constitutive heterochromatin. Loss of H3K36me3 accompanies increased RNA polymerase II serine-5 phosphorylation and lowered major satellite RNA levels, indicating transcriptional dysregulation. Notably, we identify a strand-specific contribution of major satellite forward transcripts in regulating the replication timing of constitutive heterochromatin and maintaining chromatin stability, highlighting the importance of non-coding RNAs as critical regulators of replication timing.

Heterochromatin

Retardation time measurementson replicating bacillus subtilis chromosomes: effect of EDTA concentration.

We have found that high concentrations of EDTA (greater than 0.024 M) are necessary to produce large, constant numbers of intact replicating Bacillus subtilis chromosomes in lysates of log phase cells. The retardation time of replicating chromosomes in log phase cell lysates is about double that for chromosomes in stationary phase cell lysates, thus making measurement of retardation time a sensitive way to detect and study replicating chromosomes. A theory is developed to predict retardation times for many possible models of DNA replication. The retardation time data on log phase cells is sufficient to eliminate many replication models, but many possibilities remain.

Bacillus subtilis

Replication of human chromosomes in human-mouse hybrids: evidence that the timing of DNA synthesis is determined independently in each human chromosome.

The terminal phase of DNA replication was studied by autoradiography in hybrids between human lymphocytes and mouse fibroblasts. The hybrids contained on the average only 11 human chromosomes. It was found that the sequence of terminal DNA replication for the human chromosomes in the hybrids was the same as the sequence of terminal replication for the corresponding chromosomes in the human lymphocytes. Furthermore, it was shown that the maintenance of the normal terminal replication sequence of the human chromosomes in the hybrids was not dependent on the presence of any specific human chromosome. The results suggest that the timing of terminal DNA replication is determined independently in each human chromosome.

Animals

Responsiveness of tumorigenic and non-tumorigenic CHEF18 Chinese hamster cells to 1-beta-D-arabinofuranosylcytosine treatment.

In cultured mammalian cells, sister chromatid exchanges are easily induced by agents that perturb the scheduled timing of DNA replication. In this work a blockage of DNA synthesis induced by 1-beta-D-arabinofuranosylcytosine was applied to non-tumorigenic and tumorigenic CHEF18 Chinese hamster cells, and their responsiveness was compared. The data show that both the induction of sister chromatid exchanges and the reduction of the colony-forming ability were less extensive in non-tumorigenic than in tumorigenic CHEF18 cells. The results suggest that a tight control of the scheduled timing of DNA replication is present in non-tumorigenic CHEF18 cells and perhaps this feature avoids the generation of those chromosomal structures that are responsible for the abnormal induction of sister chromatid exchanges and for the elevated cytotoxicity seen in tumorigenic cells.

Animals

Replication stress links Geminin depletion to centrosome amplification.

The timing of DNA replication and centrosome duplication is tightly regulated with cell cycle progression to ensure the faithful duplication of the genome during cell division. Both DNA and centrosomes are licensed for replication in late telophase/early G1, replicated in S phase and segregated during mitosis; yet how defects in DNA replication licensing are coupled to centrosome homeostasis remains poorly understood. Here, we show that depletion of the replication licensing inhibitor Geminin in proliferating mouse embryonic fibroblasts induces robust centrosome amplification together with impaired primary cilium assembly. Rather than promoting whole-genome reduplication, knockdown of Geminin triggers a replication stress response, characterized by DNA damage accumulation throughout the cycle, and activation of an ATR-dependent DNA damage response. Mechanistically, Geminin depletion-induced replication stress activates the ATR-Chk1-Wee1 checkpoint axis prolonging G2 and leading to premature centriole disengagement and centrosome amplification. These findings identify replication stress as the signaling module that couples defective DNA replication licensing to centrosome amplification.

DNA damage