An isochore map of the human genome based on the Z curve method

The distribution of the G+C content in the human genome has been studied by using a windowless technique derived from the Z curve method. The most important findings presented in this paper are twofold. First, abrupt variations of the G+C content along human chromosome sequences are the main variation patterns of G+C content. It is found that at some sites, the G+C content undergoes abrupt changes from a G+C-rich region to a G+C-poor region alternatively and vice versa. Second, it is shown that long domains with relatively homogeneous G+C content along each chromosome do exist. These domains are thought to be isochores, which usually have sharp boundaries. Consequently, 56 isochores longer than 3 Mb have been identified in chromosomes 1-22, X and Y. Boundaries, size and G+C content of each isochore identified are listed in detail. As an example to demonstrate the power of the method, the boundary between the Classes III and II isochores of the MHC sequence has been determined and found to be at 2,477,936, which is in good agreement with the experimental evidence. A homogeneity index is introduced to measure the homogeneity of G+C content in isochores. We emphasize that the homogeneity of G+C content is relative. The isochores in which the G+C content keeps absolutely constant do not exist. Isochore structures appear to be a basic organization of the human genome. Due to the relevance to many important biological functions, the clarification of isochore structures will provide much insight into the understanding of the human genome.     

Biological implications of isochore boundaries in the human genome

The human genome is composed of large sequence segments with fairly homogeneous GC content, namely isochores, which have been linked to many important functions; biological implications of most isochore boundaries, however, remain elusive, partly due to the difficulty in determining these boundaries at high resolution. Using the segmentation algorithm based on the quadratic divergence, we re-determined all 79 boundaries of previously identified human isochores at single-nucleotide resolution, and then compared the boundary coordinates with other genome features. We found that 55.7% of isochore boundaries coincide with termini of repeat elements; 45.6% of isochore boundaries coincide with termini of highly conserved sequences based on alignment of 17 vertebrate genomes, i.e., the highly conserved genome sequence switches to a less or non-conserved one at the isochore boundary; some isochore boundaries coincide with abrupt change of CpG island distribution (note that one boundary can associate with more than one genome feature). In addition, sequences around isochore boundaries are highly conserved. It seems reasonable to deduce that the boundaries of all the isochores studied here would be replication timing sites in the human genome. These results suggest possible key roles of the isochore boundaries and may further our understanding of the human genome organization.     

Isochore chromosome maps of the human genome

The human genome is a mosaic of isochores, which are long DNA segments (300 kbp) relatively homogeneous in G+C. Human isochores were first identified by density-gradient ultracentrifugation of bulk DNA, and differ in important features, e.g. genes are found predominantly in the GC-richest isochores. Here, we use a reliable segmentation method to partition the longest contigs in the human genome draft sequence into long homogeneous genome regions (LHGRs), thereby revealing the isochore structure of the human genome. The advantages of the isochore maps presented here are: (1) sequence heterogeneities at different scales are shown in the same plot; (2) pair-wise compositional differences between adjacent regions are all statistically significant; (3) isochore boundaries are accurately defined to single base pair resolution; and (4) both gradual and abrupt isochore boundaries are simultaneously revealed. Taking advantage of the wide sample of genome sequence analyzed, we investigate the correspondence between LHGRs and true human isochores revealed through DNA centrifugation. LHGRs show many of the typical isochore features, mainly size distribution, G+C range, and proportions of the isochore classes. The relative density of genes, Alu and long interspersed nuclear element repeats and the different types of single nucleotide polymorphisms on LHGRs also coincide with expectations in true isochores. Potential applications of isochore maps range from the improvement of gene-finding algorithms to the prediction of linkage disequilibrium levels in association studies between marker genes and complex traits. The coordinates for the LHGRs identified in all the contigs longer than 2 Mb in the human genome sequence are available at the online resource on isochore mapping: http://bioinfo2.ugr.es/isochores.     

Isochore chromosome maps of eukaryotic genomes

Analytical DNA ultracentrifugation revealed that eukaryotic genomes are mosaics of isochores: long DNA segments (>300 kb on average) relatively homogeneous in G+C. Important genome features are dependent on this isochore structure, e.g. genes are found predominantly in the GC-richest isochore classes. However, no reliable method is available to rigorously partition the genome sequence into relatively homogeneous regions of different composition, thereby revealing the isochore structure of chromosomes at the sequence level. Homogeneous regions are currently ascertained by plain statistics on moving windows of arbitrary length, or simply by eye on G+C plots. On the contrary, the entropic segmentation method is able to divide a DNA sequence into relatively homogeneous, statistically significant domains. An early version of this algorithm only produced domains having an average length far below the typical isochore size. Here we show that an improved segmentation method, specifically intended to determine the most statistically significant partition of the sequence at each scale, is able to identify the boundaries between long homogeneous genome regions displaying the typical features of isochores. The algorithm precisely locates classes II and III of the human major histocompatibility complex region, two well-characterized isochores at the sequence level, the boundary between them being the first isochore boundary experimentally characterized at the sequence level. The analysis is then extended to a collection of human large contigs. The relatively homogeneous regions we find show many of the features (G+C range, relative proportion of isochore classes, size distribution, and relationship with gene density) of the isochores identified through DNA centrifugation. Isochore chromosome maps, with many potential applications in genomics, are then drawn for all the completely sequenced eukaryotic genomes available.     

Isochore structures in the mouse genome

The distribution of the G+C content in the mouse genome has been studied using a windowless technique. We have found that: (i). Abrupt variations of the G+C content from a GC-rich region to a GC-poor region, and vice versa, occur frequently at some sites along the sequence of the mouse genome. (ii). Long domains with relatively homogeneous G+C content (isochores) exist, which usually have sharp boundaries. Consequently, 28 isochores longer than 1 Mb have been identified in the mouse genome. A homogeneity index was used to quantify the variations of the G+C content within isochores. The precise boundaries, sizes, and G+C contents of these isochores have been determined. The windowless technique for the G+C content computation was also used to analyze the DNA sequence containing the mouse MHC region, which has a GC-poor isochore. This isochore is located at the central part of the sequence with boundaries at 468459 and 812716 bp, where the sequence is extended from the centromeric end to the telomeric end. In addition, the analysis of a segment of the rat genome shows that the rat genome also has clear isochore structures.     

Biological Implications of Isochore Boundaries in the Human Genome

Abstract

The human genome is composed of large sequence segments with fairly homogeneous GC content, namely isochores, which have been linked to many important functions; biological implications of most isochore boundaries, however, remain elusive, partly due to the difficulty in determining these boundaries at high resolution. Using the segmentation algorithm based on the quadratic divergence, we re-determined all 79 boundaries of previously identified human isochores at single-nucleotide resolution, and then compared the boundary coordinates with other genome features. We found that 55.7% of isochore boundaries coincide with termini of repeat elements; 45.6% of isochore boundaries coincide with termini of highly conserved sequences based on alignment of 17 vertebrate genomes, i.e., the highly conserved genome sequence switches to a less or non-conserved one at the isochore boundary; some isochore boundaries coincide with abrupt change of CpG island distribution (note that one boundary can associate with more than one genome feature). In addition, sequences around isochore boundaries are highly conserved. It seems reasonable to deduce that the boundaries of all the isochores studied here would be replication timing sites in the human genome. These results suggest possible key roles of the isochore boundaries and may further our understanding of the human genome organization.     

Discovering isochores by least-squares optimal segmentation

The isochore structure of a genome is observable by variation in the G+C (guanine and cytosine) content within and between the chromosomes. Describing the isochore structure of vertebrate genomes is a challenging task, and many computational methods have been developed and applied to it. Here we apply a well-known least-squares optimal segmentation algorithm to isochore discovery. The algorithm finds the best division of the sequence into k pieces, such that the segments are internally as homogeneous as possible. We show how this simple segmentation method can be applied to isochore discovery using as input the G+C content of sliding windows on the sequence. To evaluate the performance of this segmentation technique on isochore detection, we present results from segmenting previously studied isochore regions of the human genome. Detailed results on the MHC locus, on parts of chromosomes 21 and 22, and on a 100 Mb region from chromosome 1 are similar to previously suggested isochore structures. We also give results on segmenting all 22 autosomal human chromosomes. An advantage of this technique is that oversegmentation of G+C rich regions can generally be avoided. This is because the technique concentrates on greater global, instead of smaller local, differences in the sequence composition. The effect is further emphasized by a log-transformation of the data that lowers the high variance that is observed in G+C rich regions. We conclude that the least-squares optimal segmentation method is computationally efficient and yields results close to previous biologically motivated isochore structures.     

No isochores in the human chromosomes 21 and 22?

The human genome is described in the literature as being composed of the isochores, i.e., long (hundreds of kilobases) segments with a homogeneous (G + C) content. We calculated the (G + C) content variations along the DNA molecules of the human chromosomes 21 and 22 and found the variations to be higher everywhere compared to the randomized sequences. Hence the (G + C) content is certainly not homogeneous on the isochore scale in the two human chromosomes. In addition, we found no significant difference between the two human molecules and the genome of E. coli regarding the (G + C) content variations. Hence no isochores are either present in the DNA molecules of the human chromosomes 21 and 22, or the isochores are also present in the genome of Escherichia coli. In any case, the present communication demonstrates that the isochores should be defined in unambiguous molecular terms if they are to be used for an up-to-date genome structure characterization.     

Prediction of replication time zones at single nucleotide resolution in the human genome

The human genome is structured at multiple levels: it is organized into a series of replication time zones, and meanwhile it is composed of isochores. Accumulating evidence suggests a match between these two genome features. Based on newly developed software GC-Profile, we obtained a complete coverage of the human genome by 3198 isochores with boundaries at single nucleotide resolution. Interestingly, the experimentally confirmed replication timing sites in the regions of 1p36.1, 6p21.32, 17q11.2 and 22q12.1 nearly all coincide with the determined isochore boundaries. The precise boundaries of the 3198 isochores are available via the website: http://tubic.tju.edu.cn/isomap/.     

Isochore structures in the chicken genome

The availability of the complete chicken genome sequence provides an unprecedented opportunity to study the global genome organization at the sequence level. Delineating compositionally homogeneous G + C domains in DNA sequences can provide much insight into the understanding of the organization and biological functions of the chicken genome. A new segmentation algorithm, which is simple and fast, has been proposed to partition a given genome or DNA sequence into compositionally distinct domains. By applying the new segmentation algorithm to the draft chicken genome sequence, the mosaic organization of the chicken genome can be confirmed at the sequence level. It is shown herein that the chicken genome is also characterized by a mosaic structure of isochores, long DNA segments that are fairly homogeneous in the G + C content. Consequently, 25 isochores longer than 2 Mb (megabases) have been identified in the chicken genome. These isochores have a fairly homogeneous G + C content and often correspond to meaningful biological units. With the aid of the technique of cumulative GC profile, we proposed an intuitive picture to display the distribution of segmentation points. The relationships between G + C content and the distributions of genes (CpG islands, and other genomic elements) were analyzed in a perceivable manner. The cumulative GC profile, equipped with the new segmentation algorithm, would be an appropriate starting point for analyzing the isochore structures of higher eukaryotic genomes.     

Gene organisation, sequence variation and isochore structure at the centromeric boundary of the human MHC.

We have mapped and sequenced the region immediately centromeric of the human major histocompatibility complex (MHC). A cluster of 13 genes/pseudogenes was identified in a 175 kb PAC linking the TAPASIN locus with the class II region. It includes two novel human genes (BING4 and SACM2L) and a thus far unnoticed human leucocyte antigen (HLA) class II pseudogene, termed HLA-DPA3. Analysis of the G+C content revealed an isochore boundary which, together with the previously reported telomeric boundary, defines the MHC class II region as one of the first completely sequenced isochores in the human genome. Comparison of the sequence with limited sequence from other cell lines shows that the high sequence variation found within the classical class II region extends beyond the identified isochore boundary leading us to propose the concept of an "extended MHC". By comparative analysis, we have precisely identified the mouse/human synteny breakpoint at the centromeric end of the extended MHC class II region between the genes HSET and PHF1.     

Isochores and replication time zones: a perfect match

The mammalian genome is not a random sequence but shows a specific, evolutionarily conserved structure that becomes manifest in its isochore pattern. Isochores, i.e. stretches of DNA with a distinct sequence composition and thus a specific GC content, cause the chromosomal banding pattern. This fundamental level of genome organization is related to several functional features like the replication timing of a DNA sequence. GC richness of genomic regions generally corresponds to an early replication time during S phase. Recently, we demonstrated this interdependency on a molecular level for an abrupt transition from a GC-poor isochore to a GC-rich one in the NF1 gene region; this isochore boundary also separates late from early replicating chromatin. Now, we analyzed another genomic region containing four isochores separated by three sharp isochore transitions. Again, the GC-rich isochores were found to be replicating early, the GC-poor isochores late in S phase; one of the replication time zones was discovered to consist of one single replicon. At the boundaries between isochores, that all show no special sequence elements, the replication machinery stopped for several hours. Thus, our results emphasize the importance of isochores as functional genomic units, and of isochore transitions as genomic landmarks with a key function for chromosome organization and basic biological properties.     

A compositional map of the cen-q21 region of human chromosome 21

A compositional map of the centromere and of the subcentromeric region of the long arm of human chromosome 21 was established by determining the GC levels (GC is the molar fraction of guanine+cytosine in DNA) of 11 YACs (yeast artificial chromosomes) covering this 13–14 Mb region which extends from the α-satellite sequences of the C(entromeric) band qll.1, through R(everse) band q11.2, to the proximal part of G(iemsa) band q21. The entire region is made up of GC-poor, or L, isochores with only one GC-rich H1 isochore, at least 2 Mb in size, located in band q21. The almost identical GC levels of the centromeric α-satellite repeats (38.5%), of R band q11.2 (39%), and of G bands (38–40%) provide a direct demonstration that base composition cannot be the only cause of the cytogenetic differences between C, G, and the majority of R bands, namely the H3^- R bands (which do not contain the GC-richest H3 isochores). The results obtained also show that isochores may be as long as 6 Mb, at least in the GC-poor regions of the genome, and support previous observations suggesting that YACs from isochore borders are unstable and/or difficult to clone. Genes and CpG islands are very rare in the GC-poor region investigated, as expected from the fact that their concentration is proportional to the GC levels of the isochores in which they are contained.     

Compositional mapping of the human dystrophin-encoding gene.

The genomes of warm-blooded vertebrates are mosaics of long DNA segments (> 300 kb, on the average), the isochores, homogeneous in GC levels, which belong to a small number of compositional families. In the present work, the human dystrophin-encoding gene, spanning more than 2.3 Mb in Giemsa band Xp21 (on the short arm of the X chromosome), was analyzed in its isochore organization by hybridizing cDNA probes, corresponding to eight contiguous segments of the coding sequence, on compositional fractions from human DNA. Five DNA regions of uniform (+/- 0.5%) GC content, separated by compositional discontinuities of about 2% GC, were found, so providing the first high-resolution compositional map obtained for a human genome locus and the first direct estimate of isochore size (360 kb to more than 770 kb, in the locus under consideration). One of the isochores contains 71% and another one 21% of deletion breakpoints found in patients suffering from Duchenne's and Becker's muscular dystrophies.     

Comparative Compositional Mapping of Chicken and Quail Chromosomes

The distribution of various isochore families on mitotic chromosomes of domestic chicken and Japanese quail was studied by the method of fluorescence in situ DNA–DNA hybridization (FISH). DNA of various isochore families was shown to be distributed irregularly and similarly on chromosomes of domestic chicken and Japanese quail. The GC-rich isochore families (H2, H3, and H4) hybridized mainly to microchromosomes and a majority of macrochromosome telomeric regions. In chicken, an intense fluorescence was also in a structural heterochromatin region of the Z chromosome long arm. In some regions of the quail macrochromosome arms, hybridization was also with isochore families H3 and H4. On macrochromosomes of both species, the pattern of hybridization with isochores of the H2 and H3 families resembled R-banding. The light isochores (L1 and L2 families) are mostly detected within macrochromosome internal regions corresponding to G bands, whereas microchromosomes lack light isochores. Although mammalian and avian karyotypes differ significantly in organization, the isochore distribution in genomes of these two lineages of the warm-blooded animals is similar in principle. On macrochromosomes of the two avian species studied, a pattern of isochore distribution resembled that of mammalian chromosomes. The main specific feature of the avian genome, a great number of microchromosomes (about 30% of the genome), determines a compositional specialization of the latter. This suggests the existence of not only structural but also functional compartmentalization of the avian genome.     

Similar integration but different stability of Alus and LINEs in the human genome

Alus and LINEs (LINE1) are widespread classes of repeats that are very unevenly distributed in the human genome. The majority of GC-poor LINEs reside in the GC-poor isochores whereas GC-rich Alus are mostly present in GC-rich isochores. The discovery that LINES and Alus share similar target site duplication and a common AT-rich insertion site specificity raised the question as to why these two families of repeats show such a different distribution in the genome. This problem was investigated here by studying the isochore distributions of subfamilies of LINES and Alus characterized by different degrees of divergence from the consensus sequences, and of Alus, LINEs and pseudogenes located on chromosomes 21 and 22. Young Alus are more frequent in the GC-poor part of the genome than old Alus. This suggests that the gradual accumulation of Alus in GC-rich isochores has occurred because of their higher stability in compositionally matching chromosomal regions. Densities of Alus and LINEs increase and decrease, respectively, with increasing GC levels, except for the telomeric regions of the analyzed chromosomes. In addition to LINEs, processed pseudogenes are also more frequent in GC-poor isochores. Finally, the present results on Alu and LINE stability/exclusion predict significant losses of Alu DNA from the GC-poor isochores during evolution, a phenomenon apparently due to negative selection against sequences that differ from the isochore composition.     

Comparative compositional mapping of chicken and quail chromosomes

The distribution of various isochore families on mitotic chromosomes of domestic chicken and Japanese quail was studied by the method of fluorescence in situ DNA--DNA hybridization (FISH). DNA of various isochore families was shown to be distributed irregularly and similarly on chromosomes of domestic chicken and Japanese quail. The GC-rich isochore families (H2, H3, and H4) hybridized mainly to microchromosomes and a majority of macrochromosome telomeric regions. In chicken, an intense fluorescence was also in a structural heterochromatin region of the Z chromosome long arm. In some regions of the quail macrochromosome arms, hybridization was also with isochore families H3 and H4. On macrochromosomes of both species, the pattern of hybridization with isochores of the H2 and H3 families resembled R-banding. The light isochores (L1 and L2 families) are mostly detected within macrochromosome internal regions corresponding to G bands, whereas microchromosomes lack light isochores. Although mammalian and avian karyotypes differ significantly in organization, the isochore distribution in genomes of these two lineages of the warm-blooded animals is similar in principle. On macrochromosomes of the two avian species studied, a pattern of isochore distribution resembled that of mammalian chromosomes. The main specific feature of the avian genome, a great number of microchromosomes (about 30% of the genome), determines a compositional specialization of the latter. This suggests the existence of not only structural but also functional compartmentalization of the avian genome.     

Delineating relative homogeneous G+C domains in DNA sequences

The concept of homogeneity of G+C content is always relative and subjective. This point is emphasized and quantified in this paper using a simple example of one sequence segmented into two subsequences. Whether the sequence is homogeneous or not can be answered by whether the two-subsequence model describes the DNA sequence better than the one-sequence model. There are at least three equivalent ways of looking at the 1-to-2 segmentation: Jensen-Shannon divergence measure, log likelihood ratio test, and model selection using Bayesian information criterion. Once a criterion is chosen, a DNA sequence can be recursively segmented into multiple domains. We use one subjective criterion called segmentation strength based on the Bayesian information criterion. Whether or not a sequence is homogeneous and how many domains it has depend on this criterion. We compare six different genome sequences (yeast S. cerevisiae chromosome III and IV, bacterium M. pneumoniae, human major histocompatibility complex sequence, longest contigs in human chromosome 21 and 22) by recursive segmentations at different strength criteria. Results by recursive segmentation confirm that yeast chromosome IV is more homogeneous than yeast chromosome III, human chromosome 21 is more homogeneous than human chromosome 22, and bacterial genomes may not be homogeneous due to short segments with distinct base compositions. The recursive segmentation also provides a quantitative criterion for identifying isochores in human sequences. Some features of our recursive segmentation, such as the possibility of delineating domain borders accurately, are superior to those of the moving-window approach commonly used in such analyses.     

Isochore patterns and gene distributions in fish genomes

The compositional approach developed in our laboratory many years ago revealed a large-scale compositional heterogeneity in vertebrate genomes, in which GC-rich and GC-poor regions, the isochores, were found to be characterized by high and low gene densities, respectively. Here we mapped isochores on fish chromosomes and assessed gene densities in isochore families. Because of the availability of sequence data, we have concentrated our investigations on four species, zebrafish (Brachydanio rerio), medaka (Oryzias latipes), stickleback (Gasterosteus aculeatus), and pufferfish (Tetraodon nigroviridis), which belong to four distant orders and cover almost the entire GC range of fish genomes. These investigations produced isochore maps that were drastically different not only from those of mammals (in that only two major isochore families were essentially present in each genome vs five in the human genome) but also from each other (in that different isochore families were represented in different genomes). Gene density distributions for these fish genomes were also obtained and shown to follow the expected increase with increasing isochore GC. Finally, we discovered a remarkable conservation of the average size of the isochores (which match replicon clusters in the case of human chromosomes) and of the average GC levels of isochore families in both fish and human genomes. Moreover, in each genome the GC-poorest isochore families comprised a group of "long isochores" (2-20 Mb in size), which were the lowest in GC and varied in size distribution and relative amount from one genome to the other.